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Gwyn is one of the most caring human beings on the planet. She literally walked through homework questions, making sure every student understood them. I didn't find the material interesting (A LOT of readings) but in terms of a good persons, Gwyn rates at the top\",\"course_id\":\"ECON 455\",\"date\":\"2017-12-31 09:51:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2a8a4df77dc0d283bce34ba8\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MzYzNzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is awesome! She's really nice and very clear in her lectures. If you need any help she is available. Behavioral Economics is an interesting course subject as well.\",\"course_id\":\"ECON 455\",\"date\":\"2018-03-15 18:31:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"46a7eb8ef5da260b9da05848\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NjU3ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Great Professor. Can tell she has a strong grip on the content and cares about conveying the information to students. Sometimes lectures can drag on when she goes over studies but they're worth understanding for the class as a whole. Handled going online very well so you can tell she cares for her students and how much they learn.\",\"course_id\":\"ECON 455\",\"date\":\"2020-05-02 20:37:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0664e7acdeef7954ab898088\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMTg0OTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is a great econ professor. She teaches the lecture clearly and she answers questions very patiently. She is very nice to students. And this course is easy. Just follow up during the lectures and finish some practice problems. There are no hard and frustrated questions during exam or problem sets.\",\"course_id\":\"ECON 455\",\"date\":\"2021-10-29 19:43:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"31953f3526a900a632f8af29\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTY5NzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"I go to class most days, so I liked this class, but it would have been difficult to pass if I hadn't. Participation points can make or break your grade. He is an entertaining prof. but his lectures can be a bit scattered. Overall: nice guy and fun class.\",\"course_id\":\"ECON 455\",\"date\":\"2019-01-05 17:42:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9266099abc2c446d199023c0\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMjA1MTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"The lectures were great, but there is too much reading in this course. It would take 5 hours per week at least just to get through it all. Hardly any of the reading assignments show up on exams/quizzes. The topic is very interesting and Dr. Friedman is pretty funny and an easy grader.\",\"course_id\":\"ECON 455\",\"date\":\"2019-03-03 15:35:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"61f47e054e5e45ead66962a4\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor I've ever had at UW. I didn't know anything about behavioral economics before taking Econ455 with Prof. Friedman and was worried it would be difficult given the course level. The quizzes were hard, but curved. It was still a great class and I probably reference the concepts with friends and family at least once a month.\",\"course_id\":\"ECON 455\",\"date\":\"2024-01-28 17:06:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4354cd5ee92373616deed0c3\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTMxMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Very well organized. He makes the course informative and engaging.\",\"course_id\":\"ECON 455\",\"date\":\"2024-02-07 14:28:02 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b026b09b5dcfc841e897f5a5\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTU4NTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Professor Friedman is a great teacher and this is an awesome class! His assignments are fun, easy and the exams are easy too as long as you take notes and do the practice exams. He's super willing to help during office hours, if you ever have questions on any of the material.\",\"course_id\":\"ECON 455\",\"date\":\"2024-06-10 14:20:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e464185d1582004c17b49c24\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTYxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I highly recommend this course and this instructor.\",\"course_id\":\"ECON 455\",\"date\":\"2024-08-21 12:49:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10eaa577a2c322bf61041d95\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5Njk2ODQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Great class. Excellent professor. Absolutely worth your time.\",\"course_id\":\"ECON 455\",\"date\":\"2024-11-14 01:01:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4904f8f30a78f07718d6f379\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTQ0NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Dr. Friedman is a treasure. His class was very entertaining and I learned so much about how I make decision. It was my favorite economics class. I would take another class with him in a heartbeat.\",\"course_id\":\"ECON 455\",\"date\":\"2024-11-26 01:59:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"69879a0a927ab1778e67ee3d\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDMzNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"\\nThis class pretty much boils down to how you do on the final exam. He ends class late about every third lecture. Otherwise everything is pretty straight forward. He makes you feel comfortable asking questions, and I would definitely recommend him\",\"course_id\":\"ECON 455\",\"date\":\"2024-12-03 00:52:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8ebd344c3b1f84edb19bc753\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDcyNzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor on campus. Such a nice person.\",\"course_id\":\"ECON 455\",\"date\":\"2025-11-18 04:41:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e29d57d67686cc372fcd3f09\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxODg4OTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"This was an amazing class. You learn about a lot of information that impacts your daily life, not just obscure concepts that you will never use again. It is a really new subject so a lot of it deals with things that are in the news which makes it easier to relate to. The reading and homework take a lot of time and are needed to pass the final.\",\"course_id\":\"ECON 455\",\"date\":\"2025-12-30 16:01:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f94f5c7c37d9740d58e24f9\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"This was my last class at UW and it was great! In, out, easy. 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Pauley is patient and organized; Friedman is entertaining but sometimes scattered.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Solid teacher. Subject is fairly interesting but not very challenging. As such, many students ended up skipping or zoning out during class. She tries her best to spice up lectures but gets flustered easily.  Tests are easy.\",\"course_id\":\"ECON 455\",\"date\":\"2016-09-06 15:00:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22379fa73d38eeb2458b9258\",\"instructor_id\":\"rmp:1965762\",\"instructor_name\":\"Andrea Wilson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2OTU3MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1965762\"},{\"comment\":\"Pop-Quizes on the readings. Usually pretty easy just make sure you skim the abstracts and methods etc. before you go. Also, by reading the title of the paper you can usually BS your way through it. Lowest is dropped. Exams are very similar to problem sets. Pauley is kinda boring but nice and the class is a breeze. Just practice the PS before tests\",\"course_id\":\"ECON 455\",\"date\":\"2018-10-01 11:48:42 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c99ecf2f5eb7e1d0f9ad2398\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMwNTMzNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"The lectures were great, but there is too much reading in this course. It would take 5 hours per week at least just to get through it all. Hardly any of the reading assignments show up on exams/quizzes. The topic is very interesting and Dr. Friedman is pretty funny and an easy grader.\",\"course_id\":\"ECON 455\",\"date\":\"2019-03-03 15:35:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"61f47e054e5e45ead66962a4\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Not a fan of Friedman. His teaching is overly reliant on readings, and going to office hours. His lectures are long a rambley and don't cover a lot of the reading. Weekly quizzes are obnoxiously hard, but are always curved a ridiculous amount so that you do okay. His class is curved to hell, which makes it tolerable, but he's not great.\",\"course_id\":\"ECON 455\",\"date\":\"2022-05-09 22:32:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a49da8e4f1a9736d7ae8a68a\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"The homework is easy and the reading tests are hard to keep up with because the textbook is dense. Use the flashcards to study for the final exam. It is about 80% definitions and 20% (or less) calculations. \",\"course_id\":\"ECON 455\",\"date\":\"2024-02-11 16:41:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a521ebf87c9d02a5d3424f4b\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This was an amazing class. You learn about a lot of information that impacts your daily life, not just obscure concepts that you will never use again. It is a really new subject so a lot of it deals with things that are in the news which makes it easier to relate to. 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Subject is fairly interesting but not very challenging. As such, many students ended up skipping or zoning out during class. She tries her best to spice up lectures but gets flustered easily.  Tests are easy.\",\"course_id\":\"ECON 455\",\"date\":\"2016-09-06 15:00:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22379fa73d38eeb2458b9258\",\"instructor_id\":\"rmp:1965762\",\"instructor_name\":\"Andrea Wilson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2OTU3MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1965762\"},{\"comment\":\"Gwyn is awesome! She's really nice and very clear in her lectures. If you need any help she is available. Behavioral Economics is an interesting course subject as well.\",\"course_id\":\"ECON 455\",\"date\":\"2018-03-15 18:31:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"46a7eb8ef5da260b9da05848\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NjU3ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Pop-Quizes on the readings. Usually pretty easy just make sure you skim the abstracts and methods etc. before you go. Also, by reading the title of the paper you can usually BS your way through it. Lowest is dropped. Exams are very similar to problem sets. Pauley is kinda boring but nice and the class is a breeze. Just practice the PS before tests\",\"course_id\":\"ECON 455\",\"date\":\"2018-10-01 11:48:42 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c99ecf2f5eb7e1d0f9ad2398\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMwNTMzNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is a great econ professor. She teaches the lecture clearly and she answers questions very patiently. She is very nice to students. And this course is easy. Just follow up during the lectures and finish some practice problems. There are no hard and frustrated questions during exam or problem sets.\",\"course_id\":\"ECON 455\",\"date\":\"2021-10-29 19:43:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"31953f3526a900a632f8af29\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTY5NzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Not a fan of Friedman. His teaching is overly reliant on readings, and going to office hours. His lectures are long a rambley and don't cover a lot of the reading. Weekly quizzes are obnoxiously hard, but are always curved a ridiculous amount so that you do okay. His class is curved to hell, which makes it tolerable, but he's not great.\",\"course_id\":\"ECON 455\",\"date\":\"2022-05-09 22:32:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a49da8e4f1a9736d7ae8a68a\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor I've ever had at UW. I didn't know anything about behavioral economics before taking Econ455 with Prof. Friedman and was worried it would be difficult given the course level. The quizzes were hard, but curved. It was still a great class and I probably reference the concepts with friends and family at least once a month.\",\"course_id\":\"ECON 455\",\"date\":\"2024-01-28 17:06:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4354cd5ee92373616deed0c3\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTMxMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"The homework is easy and the reading tests are hard to keep up with because the textbook is dense. Use the flashcards to study for the final exam. It is about 80% definitions and 20% (or less) calculations. \",\"course_id\":\"ECON 455\",\"date\":\"2024-02-11 16:41:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a521ebf87c9d02a5d3424f4b\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Professor Friedman is a great teacher and this is an awesome class! His assignments are fun, easy and the exams are easy too as long as you take notes and do the practice exams. He's super willing to help during office hours, if you ever have questions on any of the material.\",\"course_id\":\"ECON 455\",\"date\":\"2024-06-10 14:20:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e464185d1582004c17b49c24\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTYxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This was my last class at UW and it was great! In, out, easy. 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Gwyn is one of the most caring human beings on the planet. She literally walked through homework questions, making sure every student understood them. I didn't find the material interesting (A LOT of readings) but in terms of a good persons, Gwyn rates at the top\",\"course_id\":\"ECON 455\",\"date\":\"2017-12-31 09:51:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2a8a4df77dc0d283bce34ba8\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MzYzNzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is awesome! She's really nice and very clear in her lectures. If you need any help she is available. Behavioral Economics is an interesting course subject as well.\",\"course_id\":\"ECON 455\",\"date\":\"2018-03-15 18:31:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"46a7eb8ef5da260b9da05848\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NjU3ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Great Professor. Can tell she has a strong grip on the content and cares about conveying the information to students. Sometimes lectures can drag on when she goes over studies but they're worth understanding for the class as a whole. Handled going online very well so you can tell she cares for her students and how much they learn.\",\"course_id\":\"ECON 455\",\"date\":\"2020-05-02 20:37:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0664e7acdeef7954ab898088\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMTg0OTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is a great econ professor. She teaches the lecture clearly and she answers questions very patiently. She is very nice to students. And this course is easy. Just follow up during the lectures and finish some practice problems. There are no hard and frustrated questions during exam or problem sets.\",\"course_id\":\"ECON 455\",\"date\":\"2021-10-29 19:43:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"31953f3526a900a632f8af29\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTY5NzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"I go to class most days, so I liked this class, but it would have been difficult to pass if I hadn't. Participation points can make or break your grade. He is an entertaining prof. but his lectures can be a bit scattered. Overall: nice guy and fun class.\",\"course_id\":\"ECON 455\",\"date\":\"2019-01-05 17:42:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9266099abc2c446d199023c0\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMjA1MTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"The lectures were great, but there is too much reading in this course. It would take 5 hours per week at least just to get through it all. Hardly any of the reading assignments show up on exams/quizzes. The topic is very interesting and Dr. Friedman is pretty funny and an easy grader.\",\"course_id\":\"ECON 455\",\"date\":\"2019-03-03 15:35:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"61f47e054e5e45ead66962a4\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor I've ever had at UW. I didn't know anything about behavioral economics before taking Econ455 with Prof. Friedman and was worried it would be difficult given the course level. The quizzes were hard, but curved. It was still a great class and I probably reference the concepts with friends and family at least once a month.\",\"course_id\":\"ECON 455\",\"date\":\"2024-01-28 17:06:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4354cd5ee92373616deed0c3\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTMxMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Very well organized. He makes the course informative and engaging.\",\"course_id\":\"ECON 455\",\"date\":\"2024-02-07 14:28:02 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b026b09b5dcfc841e897f5a5\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTU4NTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Professor Friedman is a great teacher and this is an awesome class! His assignments are fun, easy and the exams are easy too as long as you take notes and do the practice exams. He's super willing to help during office hours, if you ever have questions on any of the material.\",\"course_id\":\"ECON 455\",\"date\":\"2024-06-10 14:20:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e464185d1582004c17b49c24\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTYxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I highly recommend this course and this instructor.\",\"course_id\":\"ECON 455\",\"date\":\"2024-08-21 12:49:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10eaa577a2c322bf61041d95\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5Njk2ODQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Great class. Excellent professor. Absolutely worth your time.\",\"course_id\":\"ECON 455\",\"date\":\"2024-11-14 01:01:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4904f8f30a78f07718d6f379\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTQ0NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Dr. Friedman is a treasure. His class was very entertaining and I learned so much about how I make decision. It was my favorite economics class. I would take another class with him in a heartbeat.\",\"course_id\":\"ECON 455\",\"date\":\"2024-11-26 01:59:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"69879a0a927ab1778e67ee3d\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDMzNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"\\nThis class pretty much boils down to how you do on the final exam. He ends class late about every third lecture. Otherwise everything is pretty straight forward. He makes you feel comfortable asking questions, and I would definitely recommend him\",\"course_id\":\"ECON 455\",\"date\":\"2024-12-03 00:52:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8ebd344c3b1f84edb19bc753\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDcyNzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor on campus. Such a nice person.\",\"course_id\":\"ECON 455\",\"date\":\"2025-11-18 04:41:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e29d57d67686cc372fcd3f09\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxODg4OTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"This was an amazing class. You learn about a lot of information that impacts your daily life, not just obscure concepts that you will never use again. It is a really new subject so a lot of it deals with things that are in the news which makes it easier to relate to. The reading and homework take a lot of time and are needed to pass the final.\",\"course_id\":\"ECON 455\",\"date\":\"2025-12-30 16:01:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f94f5c7c37d9740d58e24f9\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"This was my last class at UW and it was great! In, out, easy. Quizzes and tests replicate the practice ones, so if you study it is easy peasy.\",\"course_id\":\"ECON 455\",\"date\":\"2026-07-11 14:20:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"489b925f2371743cb043b6b4\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMjk4MjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":18,\"review_ids\":[\"2a8a4df77dc0d283bce34ba8\",\"46a7eb8ef5da260b9da05848\",\"0664e7acdeef7954ab898088\",\"3dfd3c3659b05a0d76a543c3\",\"31953f3526a900a632f8af29\",\"9266099abc2c446d199023c0\",\"61f47e054e5e45ead66962a4\",\"4354cd5ee92373616deed0c3\",\"b026b09b5dcfc841e897f5a5\",\"ce37602be8c874a7d3432b8d\",\"e464185d1582004c17b49c24\",\"10eaa577a2c322bf61041d95\",\"4904f8f30a78f07718d6f379\",\"69879a0a927ab1778e67ee3d\",\"8ebd344c3b1f84edb19bc753\",\"e29d57d67686cc372fcd3f09\",\"6f94f5c7c37d9740d58e24f9\",\"489b925f2371743cb043b6b4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"},{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Professors are clear and helpful. Pauley is patient and organized; Friedman is entertaining but sometimes scattered.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Solid teacher. Subject is fairly interesting but not very challenging. As such, many students ended up skipping or zoning out during class. She tries her best to spice up lectures but gets flustered easily.  Tests are easy.\",\"course_id\":\"ECON 455\",\"date\":\"2016-09-06 15:00:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22379fa73d38eeb2458b9258\",\"instructor_id\":\"rmp:1965762\",\"instructor_name\":\"Andrea Wilson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2OTU3MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1965762\"},{\"comment\":\"Pop-Quizes on the readings. Usually pretty easy just make sure you skim the abstracts and methods etc. before you go. Also, by reading the title of the paper you can usually BS your way through it. Lowest is dropped. Exams are very similar to problem sets. Pauley is kinda boring but nice and the class is a breeze. Just practice the PS before tests\",\"course_id\":\"ECON 455\",\"date\":\"2018-10-01 11:48:42 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c99ecf2f5eb7e1d0f9ad2398\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMwNTMzNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"The lectures were great, but there is too much reading in this course. It would take 5 hours per week at least just to get through it all. Hardly any of the reading assignments show up on exams/quizzes. The topic is very interesting and Dr. Friedman is pretty funny and an easy grader.\",\"course_id\":\"ECON 455\",\"date\":\"2019-03-03 15:35:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"61f47e054e5e45ead66962a4\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Not a fan of Friedman. His teaching is overly reliant on readings, and going to office hours. His lectures are long a rambley and don't cover a lot of the reading. Weekly quizzes are obnoxiously hard, but are always curved a ridiculous amount so that you do okay. His class is curved to hell, which makes it tolerable, but he's not great.\",\"course_id\":\"ECON 455\",\"date\":\"2022-05-09 22:32:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a49da8e4f1a9736d7ae8a68a\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"The homework is easy and the reading tests are hard to keep up with because the textbook is dense. Use the flashcards to study for the final exam. It is about 80% definitions and 20% (or less) calculations. \",\"course_id\":\"ECON 455\",\"date\":\"2024-02-11 16:41:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a521ebf87c9d02a5d3424f4b\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This was an amazing class. You learn about a lot of information that impacts your daily life, not just obscure concepts that you will never use again. It is a really new subject so a lot of it deals with things that are in the news which makes it easier to relate to. The reading and homework take a lot of time and are needed to pass the final.\",\"course_id\":\"ECON 455\",\"date\":\"2025-12-30 16:01:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f94f5c7c37d9740d58e24f9\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"}],\"evidence_count\":7,\"review_ids\":[\"22379fa73d38eeb2458b9258\",\"c99ecf2f5eb7e1d0f9ad2398\",\"61f47e054e5e45ead66962a4\",\"a49da8e4f1a9736d7ae8a68a\",\"a521ebf87c9d02a5d3424f4b\",\"ce37602be8c874a7d3432b8d\",\"6f94f5c7c37d9740d58e24f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1965762\",\"name\":\"Andrea Wilson\"},{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"},{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Heavy reading load, but homework and exams are manageable with practice.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Solid teacher. Subject is fairly interesting but not very challenging. As such, many students ended up skipping or zoning out during class. She tries her best to spice up lectures but gets flustered easily.  Tests are easy.\",\"course_id\":\"ECON 455\",\"date\":\"2016-09-06 15:00:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22379fa73d38eeb2458b9258\",\"instructor_id\":\"rmp:1965762\",\"instructor_name\":\"Andrea Wilson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2OTU3MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1965762\"},{\"comment\":\"Gwyn is awesome! She's really nice and very clear in her lectures. If you need any help she is available. Behavioral Economics is an interesting course subject as well.\",\"course_id\":\"ECON 455\",\"date\":\"2018-03-15 18:31:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"46a7eb8ef5da260b9da05848\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NjU3ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Pop-Quizes on the readings. Usually pretty easy just make sure you skim the abstracts and methods etc. before you go. Also, by reading the title of the paper you can usually BS your way through it. Lowest is dropped. Exams are very similar to problem sets. Pauley is kinda boring but nice and the class is a breeze. Just practice the PS before tests\",\"course_id\":\"ECON 455\",\"date\":\"2018-10-01 11:48:42 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c99ecf2f5eb7e1d0f9ad2398\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMwNTMzNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is a great econ professor. She teaches the lecture clearly and she answers questions very patiently. She is very nice to students. And this course is easy. Just follow up during the lectures and finish some practice problems. There are no hard and frustrated questions during exam or problem sets.\",\"course_id\":\"ECON 455\",\"date\":\"2021-10-29 19:43:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"31953f3526a900a632f8af29\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTY5NzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Not a fan of Friedman. His teaching is overly reliant on readings, and going to office hours. His lectures are long a rambley and don't cover a lot of the reading. Weekly quizzes are obnoxiously hard, but are always curved a ridiculous amount so that you do okay. His class is curved to hell, which makes it tolerable, but he's not great.\",\"course_id\":\"ECON 455\",\"date\":\"2022-05-09 22:32:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a49da8e4f1a9736d7ae8a68a\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor I've ever had at UW. I didn't know anything about behavioral economics before taking Econ455 with Prof. Friedman and was worried it would be difficult given the course level. The quizzes were hard, but curved. It was still a great class and I probably reference the concepts with friends and family at least once a month.\",\"course_id\":\"ECON 455\",\"date\":\"2024-01-28 17:06:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4354cd5ee92373616deed0c3\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTMxMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"The homework is easy and the reading tests are hard to keep up with because the textbook is dense. Use the flashcards to study for the final exam. It is about 80% definitions and 20% (or less) calculations. \",\"course_id\":\"ECON 455\",\"date\":\"2024-02-11 16:41:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a521ebf87c9d02a5d3424f4b\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Professor Friedman is a great teacher and this is an awesome class! His assignments are fun, easy and the exams are easy too as long as you take notes and do the practice exams. He's super willing to help during office hours, if you ever have questions on any of the material.\",\"course_id\":\"ECON 455\",\"date\":\"2024-06-10 14:20:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e464185d1582004c17b49c24\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTYxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This was my last class at UW and it was great! In, out, easy. Quizzes and tests replicate the practice ones, so if you study it is easy peasy.\",\"course_id\":\"ECON 455\",\"date\":\"2026-07-11 14:20:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"489b925f2371743cb043b6b4\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMjk4MjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":11,\"review_ids\":[\"22379fa73d38eeb2458b9258\",\"46a7eb8ef5da260b9da05848\",\"c99ecf2f5eb7e1d0f9ad2398\",\"3dfd3c3659b05a0d76a543c3\",\"31953f3526a900a632f8af29\",\"a49da8e4f1a9736d7ae8a68a\",\"4354cd5ee92373616deed0c3\",\"a521ebf87c9d02a5d3424f4b\",\"ce37602be8c874a7d3432b8d\",\"e464185d1582004c17b49c24\",\"489b925f2371743cb043b6b4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1965762\",\"name\":\"Andrea Wilson\"},{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"},{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Exams resemble practice problems; grades are often curved.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"}],\"evidence_count\":1,\"review_ids\":[\"3dfd3c3659b05a0d76a543c3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Capstone project applies concepts to real consulting cases.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7bd7653c564300d23aa3d0da","course_id":"ECON 455","catalog_version_id":"40cef5c19aa06c8b0a494757b0e8125c6bb2a1f5294f69eab88fd5fa30501dff","record_version_id":"f32a6a42441a8b9bbd6f0edafdc8250be28f9ec64c968fa29202e814dfc61624","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5ab7bc2bf6d77036b90397ac248a34a23ab40757a85eff829ef3164280a6d18c","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"95411ce1f88c9e061fd00745c71c4d1e3550fce5a26d0609232f79c670801358\",\"course_id\":\"ECON 455\",\"current_instructors\":[{\"instructor_uid\":\"instructor_51edc4643dc19df2e5477f75\",\"message\":\"Summary generation failed\",\"name\":\"Matt Friedman\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2416016\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.04 GPA, 39.5% A/AB (n=81 letter grades); Fall 2025: 2.97 GPA, 34.0% A/AB (n=94 letter grades); Spring 2026: 3.19 GPA, 44.8% A/AB (n=87 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_51edc4643dc19df2e5477f75\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.04 GPA, 39.5% A/AB (n=81 letter grades); Fall 2025: 2.97 GPA, 34.0% A/AB (n=94 letter grades); Spring 2026: 3.19 GPA, 44.8% A/AB (n=87 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"ANDREA WILSON is recorded teaching in Spring 2015, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"GWYN PAULEY is recorded teaching in Fall 2017, Spring 2018, Fall 2019, Spring 2020, Fall 2021. 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Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_51edc4643dc19df2e5477f75\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7bd7653c564300d23aa3d0da","course_id":"ECON 455","catalog_version_id":"40cef5c19aa06c8b0a494757b0e8125c6bb2a1f5294f69eab88fd5fa30501dff","record_version_id":"f32a6a42441a8b9bbd6f0edafdc8250be28f9ec64c968fa29202e814dfc61624","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"859f84b94a93dfdfa71ea53052efaae5f05bd93fccd2d65d2e01d2759a352e10","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(ECON 301or311) andECON 310; or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(ECON 301or311) andECON 310\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(ECON 301or311)\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 310\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 301\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"311\",\"id\":\"n6\",\"kind\":\"course\"}],\"notes\":[\"Restructured to fix self-reference and ensure reachability.\"],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7bd7653c564300d23aa3d0da","course_id":"ECON 455","catalog_version_id":"40cef5c19aa06c8b0a494757b0e8125c6bb2a1f5294f69eab88fd5fa30501dff","record_version_id":"f32a6a42441a8b9bbd6f0edafdc8250be28f9ec64c968fa29202e814dfc61624","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"859f84b94a93dfdfa71ea53052efaae5f05bd93fccd2d65d2e01d2759a352e10","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON 301\",\"field\":\"description\",\"quote\":\"Contemporary theory of consumption, production, pricing and resource allocation.\"}],\"text\":\"Intermediate microeconomic theory\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"Introduction to analysis of economic data. 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Gwyn is one of the most caring human beings on the planet. She literally walked through homework questions, making sure every student understood them. I didn't find the material interesting (A LOT of readings) but in terms of a good persons, Gwyn rates at the top\",\"course_id\":\"ECON 455\",\"date\":\"2017-12-31 09:51:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2a8a4df77dc0d283bce34ba8\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MzYzNzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is awesome! She's really nice and very clear in her lectures. If you need any help she is available. Behavioral Economics is an interesting course subject as well.\",\"course_id\":\"ECON 455\",\"date\":\"2018-03-15 18:31:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"46a7eb8ef5da260b9da05848\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NjU3ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Great Professor. Can tell she has a strong grip on the content and cares about conveying the information to students. Sometimes lectures can drag on when she goes over studies but they're worth understanding for the class as a whole. Handled going online very well so you can tell she cares for her students and how much they learn.\",\"course_id\":\"ECON 455\",\"date\":\"2020-05-02 20:37:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0664e7acdeef7954ab898088\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMTg0OTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is a great econ professor. She teaches the lecture clearly and she answers questions very patiently. She is very nice to students. And this course is easy. Just follow up during the lectures and finish some practice problems. There are no hard and frustrated questions during exam or problem sets.\",\"course_id\":\"ECON 455\",\"date\":\"2021-10-29 19:43:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"31953f3526a900a632f8af29\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTY5NzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"I go to class most days, so I liked this class, but it would have been difficult to pass if I hadn't. Participation points can make or break your grade. He is an entertaining prof. but his lectures can be a bit scattered. Overall: nice guy and fun class.\",\"course_id\":\"ECON 455\",\"date\":\"2019-01-05 17:42:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9266099abc2c446d199023c0\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMjA1MTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"The lectures were great, but there is too much reading in this course. It would take 5 hours per week at least just to get through it all. Hardly any of the reading assignments show up on exams/quizzes. The topic is very interesting and Dr. Friedman is pretty funny and an easy grader.\",\"course_id\":\"ECON 455\",\"date\":\"2019-03-03 15:35:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"61f47e054e5e45ead66962a4\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor I've ever had at UW. I didn't know anything about behavioral economics before taking Econ455 with Prof. Friedman and was worried it would be difficult given the course level. The quizzes were hard, but curved. It was still a great class and I probably reference the concepts with friends and family at least once a month.\",\"course_id\":\"ECON 455\",\"date\":\"2024-01-28 17:06:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4354cd5ee92373616deed0c3\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTMxMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Very well organized. He makes the course informative and engaging.\",\"course_id\":\"ECON 455\",\"date\":\"2024-02-07 14:28:02 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b026b09b5dcfc841e897f5a5\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTU4NTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Professor Friedman is a great teacher and this is an awesome class! His assignments are fun, easy and the exams are easy too as long as you take notes and do the practice exams. He's super willing to help during office hours, if you ever have questions on any of the material.\",\"course_id\":\"ECON 455\",\"date\":\"2024-06-10 14:20:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e464185d1582004c17b49c24\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTYxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I highly recommend this course and this instructor.\",\"course_id\":\"ECON 455\",\"date\":\"2024-08-21 12:49:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10eaa577a2c322bf61041d95\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5Njk2ODQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Great class. Excellent professor. Absolutely worth your time.\",\"course_id\":\"ECON 455\",\"date\":\"2024-11-14 01:01:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4904f8f30a78f07718d6f379\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTQ0NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Dr. Friedman is a treasure. His class was very entertaining and I learned so much about how I make decision. It was my favorite economics class. I would take another class with him in a heartbeat.\",\"course_id\":\"ECON 455\",\"date\":\"2024-11-26 01:59:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"69879a0a927ab1778e67ee3d\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDMzNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"\\nThis class pretty much boils down to how you do on the final exam. He ends class late about every third lecture. Otherwise everything is pretty straight forward. He makes you feel comfortable asking questions, and I would definitely recommend him\",\"course_id\":\"ECON 455\",\"date\":\"2024-12-03 00:52:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8ebd344c3b1f84edb19bc753\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDcyNzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor on campus. Such a nice person.\",\"course_id\":\"ECON 455\",\"date\":\"2025-11-18 04:41:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e29d57d67686cc372fcd3f09\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxODg4OTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"This was an amazing class. You learn about a lot of information that impacts your daily life, not just obscure concepts that you will never use again. It is a really new subject so a lot of it deals with things that are in the news which makes it easier to relate to. The reading and homework take a lot of time and are needed to pass the final.\",\"course_id\":\"ECON 455\",\"date\":\"2025-12-30 16:01:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f94f5c7c37d9740d58e24f9\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"This was my last class at UW and it was great! In, out, easy. Quizzes and tests replicate the practice ones, so if you study it is easy peasy.\",\"course_id\":\"ECON 455\",\"date\":\"2026-07-11 14:20:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"489b925f2371743cb043b6b4\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMjk4MjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":18,\"review_ids\":[\"2a8a4df77dc0d283bce34ba8\",\"46a7eb8ef5da260b9da05848\",\"0664e7acdeef7954ab898088\",\"3dfd3c3659b05a0d76a543c3\",\"31953f3526a900a632f8af29\",\"9266099abc2c446d199023c0\",\"61f47e054e5e45ead66962a4\",\"4354cd5ee92373616deed0c3\",\"b026b09b5dcfc841e897f5a5\",\"ce37602be8c874a7d3432b8d\",\"e464185d1582004c17b49c24\",\"10eaa577a2c322bf61041d95\",\"4904f8f30a78f07718d6f379\",\"69879a0a927ab1778e67ee3d\",\"8ebd344c3b1f84edb19bc753\",\"e29d57d67686cc372fcd3f09\",\"6f94f5c7c37d9740d58e24f9\",\"489b925f2371743cb043b6b4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"},{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Professors are clear and helpful. Pauley is patient and organized; Friedman is entertaining but sometimes scattered.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Solid teacher. Subject is fairly interesting but not very challenging. As such, many students ended up skipping or zoning out during class. She tries her best to spice up lectures but gets flustered easily.  Tests are easy.\",\"course_id\":\"ECON 455\",\"date\":\"2016-09-06 15:00:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22379fa73d38eeb2458b9258\",\"instructor_id\":\"rmp:1965762\",\"instructor_name\":\"Andrea Wilson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2OTU3MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1965762\"},{\"comment\":\"Pop-Quizes on the readings. Usually pretty easy just make sure you skim the abstracts and methods etc. before you go. Also, by reading the title of the paper you can usually BS your way through it. Lowest is dropped. Exams are very similar to problem sets. Pauley is kinda boring but nice and the class is a breeze. Just practice the PS before tests\",\"course_id\":\"ECON 455\",\"date\":\"2018-10-01 11:48:42 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c99ecf2f5eb7e1d0f9ad2398\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMwNTMzNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"The lectures were great, but there is too much reading in this course. It would take 5 hours per week at least just to get through it all. Hardly any of the reading assignments show up on exams/quizzes. The topic is very interesting and Dr. Friedman is pretty funny and an easy grader.\",\"course_id\":\"ECON 455\",\"date\":\"2019-03-03 15:35:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"61f47e054e5e45ead66962a4\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Not a fan of Friedman. His teaching is overly reliant on readings, and going to office hours. His lectures are long a rambley and don't cover a lot of the reading. Weekly quizzes are obnoxiously hard, but are always curved a ridiculous amount so that you do okay. His class is curved to hell, which makes it tolerable, but he's not great.\",\"course_id\":\"ECON 455\",\"date\":\"2022-05-09 22:32:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a49da8e4f1a9736d7ae8a68a\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"The homework is easy and the reading tests are hard to keep up with because the textbook is dense. Use the flashcards to study for the final exam. It is about 80% definitions and 20% (or less) calculations. \",\"course_id\":\"ECON 455\",\"date\":\"2024-02-11 16:41:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a521ebf87c9d02a5d3424f4b\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This was an amazing class. You learn about a lot of information that impacts your daily life, not just obscure concepts that you will never use again. It is a really new subject so a lot of it deals with things that are in the news which makes it easier to relate to. The reading and homework take a lot of time and are needed to pass the final.\",\"course_id\":\"ECON 455\",\"date\":\"2025-12-30 16:01:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f94f5c7c37d9740d58e24f9\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"}],\"evidence_count\":7,\"review_ids\":[\"22379fa73d38eeb2458b9258\",\"c99ecf2f5eb7e1d0f9ad2398\",\"61f47e054e5e45ead66962a4\",\"a49da8e4f1a9736d7ae8a68a\",\"a521ebf87c9d02a5d3424f4b\",\"ce37602be8c874a7d3432b8d\",\"6f94f5c7c37d9740d58e24f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1965762\",\"name\":\"Andrea Wilson\"},{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"},{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Heavy reading load, but homework and exams are manageable with practice.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Solid teacher. Subject is fairly interesting but not very challenging. As such, many students ended up skipping or zoning out during class. She tries her best to spice up lectures but gets flustered easily.  Tests are easy.\",\"course_id\":\"ECON 455\",\"date\":\"2016-09-06 15:00:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22379fa73d38eeb2458b9258\",\"instructor_id\":\"rmp:1965762\",\"instructor_name\":\"Andrea Wilson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2OTU3MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1965762\"},{\"comment\":\"Gwyn is awesome! She's really nice and very clear in her lectures. If you need any help she is available. Behavioral Economics is an interesting course subject as well.\",\"course_id\":\"ECON 455\",\"date\":\"2018-03-15 18:31:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"46a7eb8ef5da260b9da05848\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NjU3ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Pop-Quizes on the readings. Usually pretty easy just make sure you skim the abstracts and methods etc. before you go. Also, by reading the title of the paper you can usually BS your way through it. Lowest is dropped. Exams are very similar to problem sets. Pauley is kinda boring but nice and the class is a breeze. Just practice the PS before tests\",\"course_id\":\"ECON 455\",\"date\":\"2018-10-01 11:48:42 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c99ecf2f5eb7e1d0f9ad2398\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMwNTMzNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is a great econ professor. She teaches the lecture clearly and she answers questions very patiently. She is very nice to students. And this course is easy. Just follow up during the lectures and finish some practice problems. There are no hard and frustrated questions during exam or problem sets.\",\"course_id\":\"ECON 455\",\"date\":\"2021-10-29 19:43:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"31953f3526a900a632f8af29\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTY5NzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Not a fan of Friedman. His teaching is overly reliant on readings, and going to office hours. His lectures are long a rambley and don't cover a lot of the reading. Weekly quizzes are obnoxiously hard, but are always curved a ridiculous amount so that you do okay. His class is curved to hell, which makes it tolerable, but he's not great.\",\"course_id\":\"ECON 455\",\"date\":\"2022-05-09 22:32:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a49da8e4f1a9736d7ae8a68a\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor I've ever had at UW. I didn't know anything about behavioral economics before taking Econ455 with Prof. Friedman and was worried it would be difficult given the course level. The quizzes were hard, but curved. It was still a great class and I probably reference the concepts with friends and family at least once a month.\",\"course_id\":\"ECON 455\",\"date\":\"2024-01-28 17:06:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4354cd5ee92373616deed0c3\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTMxMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"The homework is easy and the reading tests are hard to keep up with because the textbook is dense. Use the flashcards to study for the final exam. It is about 80% definitions and 20% (or less) calculations. \",\"course_id\":\"ECON 455\",\"date\":\"2024-02-11 16:41:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a521ebf87c9d02a5d3424f4b\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Professor Friedman is a great teacher and this is an awesome class! His assignments are fun, easy and the exams are easy too as long as you take notes and do the practice exams. He's super willing to help during office hours, if you ever have questions on any of the material.\",\"course_id\":\"ECON 455\",\"date\":\"2024-06-10 14:20:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e464185d1582004c17b49c24\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTYxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This was my last class at UW and it was great! In, out, easy. Quizzes and tests replicate the practice ones, so if you study it is easy peasy.\",\"course_id\":\"ECON 455\",\"date\":\"2026-07-11 14:20:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"489b925f2371743cb043b6b4\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMjk4MjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":11,\"review_ids\":[\"22379fa73d38eeb2458b9258\",\"46a7eb8ef5da260b9da05848\",\"c99ecf2f5eb7e1d0f9ad2398\",\"3dfd3c3659b05a0d76a543c3\",\"31953f3526a900a632f8af29\",\"a49da8e4f1a9736d7ae8a68a\",\"4354cd5ee92373616deed0c3\",\"a521ebf87c9d02a5d3424f4b\",\"ce37602be8c874a7d3432b8d\",\"e464185d1582004c17b49c24\",\"489b925f2371743cb043b6b4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1965762\",\"name\":\"Andrea Wilson\"},{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"},{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Exams resemble practice problems; grades are often curved.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"}],\"evidence_count\":1,\"review_ids\":[\"3dfd3c3659b05a0d76a543c3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Capstone project applies concepts to real consulting cases.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7bd7653c564300d23aa3d0da","course_id":"ECON 455","catalog_version_id":"40cef5c19aa06c8b0a494757b0e8125c6bb2a1f5294f69eab88fd5fa30501dff","record_version_id":"f32a6a42441a8b9bbd6f0edafdc8250be28f9ec64c968fa29202e814dfc61624","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"859f84b94a93dfdfa71ea53052efaae5f05bd93fccd2d65d2e01d2759a352e10","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"95411ce1f88c9e061fd00745c71c4d1e3550fce5a26d0609232f79c670801358\",\"course_id\":\"ECON 455\",\"current_instructors\":[{\"instructor_uid\":\"instructor_51edc4643dc19df2e5477f75\",\"message\":null,\"name\":\"Matt Friedman\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2416016\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2019-01-05 17:42:29 +0000 UTC\",\"review_id\":\"9266099abc2c446d199023c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTMxMjA1MTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2022-05-09 22:32:42 +0000 UTC\",\"review_id\":\"a49da8e4f1a9736d7ae8a68a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2024-02-11 16:41:50 +0000 UTC\",\"review_id\":\"a521ebf87c9d02a5d3424f4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2024-11-26 01:59:42 +0000 UTC\",\"review_id\":\"69879a0a927ab1778e67ee3d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTQwMDMzNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2024-12-03 00:52:20 +0000 UTC\",\"review_id\":\"8ebd344c3b1f84edb19bc753\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTQwMDcyNzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2025-12-30 16:01:08 +0000 UTC\",\"review_id\":\"6f94f5c7c37d9740d58e24f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"}],\"text\":\"Matt Friedman is described as entertaining and approachable, with students finding the material relevant to daily life. Reviewers note scattered lectures and a heavy reading load, though the final exam focuses on definitions.\"},{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.04 GPA, 39.5% A/AB (n=81 letter grades); Fall 2025: 2.97 GPA, 34.0% A/AB (n=94 letter grades); Spring 2026: 3.19 GPA, 44.8% A/AB (n=87 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2019-03-03 15:35:45 +0000 UTC\",\"review_id\":\"61f47e054e5e45ead66962a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2024-02-11 16:41:50 +0000 UTC\",\"review_id\":\"a521ebf87c9d02a5d3424f4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2025-12-30 16:01:08 +0000 UTC\",\"review_id\":\"6f94f5c7c37d9740d58e24f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"}],\"text\":\"The course requires at least five hours weekly for dense reading, which students find difficult to keep up with. Homework is considered easy, but the final exam focuses heavily on definitions rather than calculations.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-02-05 10:32:45 +0000 UTC\",\"review_id\":\"fa2bdbcf8ef04c0619fd57aa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM4OTUyMTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-05-20 18:16:47 +0000 UTC\",\"review_id\":\"5c18e4235b4bf7b956314181\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5NDk3NTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-11-12 01:42:58 +0000 UTC\",\"review_id\":\"120f71e64529af31d8940609\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5OTI3NTQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2026-07-11 14:20:50 +0000 UTC\",\"review_id\":\"489b925f2371743cb043b6b4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTQzMjk4MjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"}],\"text\":\"Historical reviews of Matthew Friedman: Matt Friedman is described as engaging and effective, with students finding his content fun and the class highly recommended. Recent feedback highlights his clear instruction and the ease of assessments, noting that quizzes and tests replicate practice problems. One review notes quizzes are hard without reading and suggests asking friends for homework.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2019-01-05 17:42:29 +0000 UTC\",\"review_id\":\"9266099abc2c446d199023c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTMxMjA1MTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2019-03-03 15:35:45 +0000 UTC\",\"review_id\":\"61f47e054e5e45ead66962a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2022-05-09 22:32:42 +0000 UTC\",\"review_id\":\"a49da8e4f1a9736d7ae8a68a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2024-11-26 01:59:42 +0000 UTC\",\"review_id\":\"69879a0a927ab1778e67ee3d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTQwMDMzNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2025-12-30 16:01:08 +0000 UTC\",\"review_id\":\"6f94f5c7c37d9740d58e24f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"}],\"text\":\"Matt Friedman is described as entertaining and approachable, with students finding the course topics relevant to daily life. Conversely, some reviewers find his lectures scattered and note that heavy reading assignments rarely appear on exams.\"},{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.04 GPA, 39.5% A/AB (n=81 letter grades); Fall 2025: 2.97 GPA, 34.0% A/AB (n=94 letter grades); Spring 2026: 3.19 GPA, 44.8% A/AB (n=87 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2019-01-05 17:42:29 +0000 UTC\",\"review_id\":\"9266099abc2c446d199023c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTMxMjA1MTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2022-05-09 22:32:42 +0000 UTC\",\"review_id\":\"a49da8e4f1a9736d7ae8a68a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"},{\"instructor_name\":\"Matt Friedman\",\"review_date\":\"2024-12-03 00:52:20 +0000 UTC\",\"review_id\":\"8ebd344c3b1f84edb19bc753\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2416016\",\"source_review_id\":\"UmF0aW5nLTQwMDcyNzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\",\"type\":\"review\"}],\"text\":\"Participation points significantly impact grades, making regular attendance important. While some students appreciate the professor's approachability, others find weekly quizzes difficult despite heavy grading curves.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"ANDREA WILSON is recorded teaching in Spring 2015, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"GWYN PAULEY is recorded teaching in Fall 2017, Spring 2018, Fall 2019, Spring 2020, Fall 2021. 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Gwyn is one of the most caring human beings on the planet. She literally walked through homework questions, making sure every student understood them. I didn't find the material interesting (A LOT of readings) but in terms of a good persons, Gwyn rates at the top\",\"course_id\":\"ECON 455\",\"date\":\"2017-12-31 09:51:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2a8a4df77dc0d283bce34ba8\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MzYzNzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is awesome! She's really nice and very clear in her lectures. If you need any help she is available. Behavioral Economics is an interesting course subject as well.\",\"course_id\":\"ECON 455\",\"date\":\"2018-03-15 18:31:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"46a7eb8ef5da260b9da05848\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NjU3ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Great Professor. Can tell she has a strong grip on the content and cares about conveying the information to students. Sometimes lectures can drag on when she goes over studies but they're worth understanding for the class as a whole. Handled going online very well so you can tell she cares for her students and how much they learn.\",\"course_id\":\"ECON 455\",\"date\":\"2020-05-02 20:37:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0664e7acdeef7954ab898088\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMTg0OTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is a great econ professor. She teaches the lecture clearly and she answers questions very patiently. She is very nice to students. And this course is easy. Just follow up during the lectures and finish some practice problems. There are no hard and frustrated questions during exam or problem sets.\",\"course_id\":\"ECON 455\",\"date\":\"2021-10-29 19:43:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"31953f3526a900a632f8af29\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTY5NzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"I go to class most days, so I liked this class, but it would have been difficult to pass if I hadn't. Participation points can make or break your grade. He is an entertaining prof. but his lectures can be a bit scattered. Overall: nice guy and fun class.\",\"course_id\":\"ECON 455\",\"date\":\"2019-01-05 17:42:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9266099abc2c446d199023c0\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMjA1MTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"The lectures were great, but there is too much reading in this course. It would take 5 hours per week at least just to get through it all. Hardly any of the reading assignments show up on exams/quizzes. The topic is very interesting and Dr. Friedman is pretty funny and an easy grader.\",\"course_id\":\"ECON 455\",\"date\":\"2019-03-03 15:35:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"61f47e054e5e45ead66962a4\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor I've ever had at UW. I didn't know anything about behavioral economics before taking Econ455 with Prof. Friedman and was worried it would be difficult given the course level. The quizzes were hard, but curved. It was still a great class and I probably reference the concepts with friends and family at least once a month.\",\"course_id\":\"ECON 455\",\"date\":\"2024-01-28 17:06:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4354cd5ee92373616deed0c3\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTMxMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Very well organized. He makes the course informative and engaging.\",\"course_id\":\"ECON 455\",\"date\":\"2024-02-07 14:28:02 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b026b09b5dcfc841e897f5a5\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTU4NTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Professor Friedman is a great teacher and this is an awesome class! His assignments are fun, easy and the exams are easy too as long as you take notes and do the practice exams. He's super willing to help during office hours, if you ever have questions on any of the material.\",\"course_id\":\"ECON 455\",\"date\":\"2024-06-10 14:20:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e464185d1582004c17b49c24\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTYxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"I highly recommend this course and this instructor.\",\"course_id\":\"ECON 455\",\"date\":\"2024-08-21 12:49:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10eaa577a2c322bf61041d95\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5Njk2ODQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Great class. Excellent professor. Absolutely worth your time.\",\"course_id\":\"ECON 455\",\"date\":\"2024-11-14 01:01:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4904f8f30a78f07718d6f379\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5OTQ0NTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Dr. Friedman is a treasure. His class was very entertaining and I learned so much about how I make decision. It was my favorite economics class. I would take another class with him in a heartbeat.\",\"course_id\":\"ECON 455\",\"date\":\"2024-11-26 01:59:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"69879a0a927ab1778e67ee3d\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDMzNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"\\nThis class pretty much boils down to how you do on the final exam. He ends class late about every third lecture. Otherwise everything is pretty straight forward. He makes you feel comfortable asking questions, and I would definitely recommend him\",\"course_id\":\"ECON 455\",\"date\":\"2024-12-03 00:52:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8ebd344c3b1f84edb19bc753\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDcyNzc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor on campus. Such a nice person.\",\"course_id\":\"ECON 455\",\"date\":\"2025-11-18 04:41:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e29d57d67686cc372fcd3f09\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxODg4OTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"This was an amazing class. You learn about a lot of information that impacts your daily life, not just obscure concepts that you will never use again. It is a really new subject so a lot of it deals with things that are in the news which makes it easier to relate to. The reading and homework take a lot of time and are needed to pass the final.\",\"course_id\":\"ECON 455\",\"date\":\"2025-12-30 16:01:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f94f5c7c37d9740d58e24f9\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"This was my last class at UW and it was great! In, out, easy. Quizzes and tests replicate the practice ones, so if you study it is easy peasy.\",\"course_id\":\"ECON 455\",\"date\":\"2026-07-11 14:20:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"489b925f2371743cb043b6b4\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMjk4MjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":18,\"review_ids\":[\"2a8a4df77dc0d283bce34ba8\",\"46a7eb8ef5da260b9da05848\",\"0664e7acdeef7954ab898088\",\"3dfd3c3659b05a0d76a543c3\",\"31953f3526a900a632f8af29\",\"9266099abc2c446d199023c0\",\"61f47e054e5e45ead66962a4\",\"4354cd5ee92373616deed0c3\",\"b026b09b5dcfc841e897f5a5\",\"ce37602be8c874a7d3432b8d\",\"e464185d1582004c17b49c24\",\"10eaa577a2c322bf61041d95\",\"4904f8f30a78f07718d6f379\",\"69879a0a927ab1778e67ee3d\",\"8ebd344c3b1f84edb19bc753\",\"e29d57d67686cc372fcd3f09\",\"6f94f5c7c37d9740d58e24f9\",\"489b925f2371743cb043b6b4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"},{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Professors are clear and helpful. Pauley is patient and organized; Friedman is entertaining but sometimes scattered.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Solid teacher. Subject is fairly interesting but not very challenging. As such, many students ended up skipping or zoning out during class. She tries her best to spice up lectures but gets flustered easily.  Tests are easy.\",\"course_id\":\"ECON 455\",\"date\":\"2016-09-06 15:00:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22379fa73d38eeb2458b9258\",\"instructor_id\":\"rmp:1965762\",\"instructor_name\":\"Andrea Wilson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2OTU3MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1965762\"},{\"comment\":\"Pop-Quizes on the readings. Usually pretty easy just make sure you skim the abstracts and methods etc. before you go. Also, by reading the title of the paper you can usually BS your way through it. Lowest is dropped. Exams are very similar to problem sets. Pauley is kinda boring but nice and the class is a breeze. Just practice the PS before tests\",\"course_id\":\"ECON 455\",\"date\":\"2018-10-01 11:48:42 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c99ecf2f5eb7e1d0f9ad2398\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMwNTMzNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"The lectures were great, but there is too much reading in this course. It would take 5 hours per week at least just to get through it all. Hardly any of the reading assignments show up on exams/quizzes. The topic is very interesting and Dr. Friedman is pretty funny and an easy grader.\",\"course_id\":\"ECON 455\",\"date\":\"2019-03-03 15:35:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"61f47e054e5e45ead66962a4\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMzk5MTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Not a fan of Friedman. His teaching is overly reliant on readings, and going to office hours. His lectures are long a rambley and don't cover a lot of the reading. Weekly quizzes are obnoxiously hard, but are always curved a ridiculous amount so that you do okay. His class is curved to hell, which makes it tolerable, but he's not great.\",\"course_id\":\"ECON 455\",\"date\":\"2022-05-09 22:32:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a49da8e4f1a9736d7ae8a68a\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"The homework is easy and the reading tests are hard to keep up with because the textbook is dense. Use the flashcards to study for the final exam. It is about 80% definitions and 20% (or less) calculations. \",\"course_id\":\"ECON 455\",\"date\":\"2024-02-11 16:41:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a521ebf87c9d02a5d3424f4b\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This was an amazing class. You learn about a lot of information that impacts your daily life, not just obscure concepts that you will never use again. It is a really new subject so a lot of it deals with things that are in the news which makes it easier to relate to. The reading and homework take a lot of time and are needed to pass the final.\",\"course_id\":\"ECON 455\",\"date\":\"2025-12-30 16:01:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f94f5c7c37d9740d58e24f9\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNDE3NTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"}],\"evidence_count\":7,\"review_ids\":[\"22379fa73d38eeb2458b9258\",\"c99ecf2f5eb7e1d0f9ad2398\",\"61f47e054e5e45ead66962a4\",\"a49da8e4f1a9736d7ae8a68a\",\"a521ebf87c9d02a5d3424f4b\",\"ce37602be8c874a7d3432b8d\",\"6f94f5c7c37d9740d58e24f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1965762\",\"name\":\"Andrea Wilson\"},{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"},{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Heavy reading load, but homework and exams are manageable with practice.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Solid teacher. Subject is fairly interesting but not very challenging. As such, many students ended up skipping or zoning out during class. She tries her best to spice up lectures but gets flustered easily.  Tests are easy.\",\"course_id\":\"ECON 455\",\"date\":\"2016-09-06 15:00:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22379fa73d38eeb2458b9258\",\"instructor_id\":\"rmp:1965762\",\"instructor_name\":\"Andrea Wilson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2OTU3MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1965762\"},{\"comment\":\"Gwyn is awesome! She's really nice and very clear in her lectures. If you need any help she is available. Behavioral Economics is an interesting course subject as well.\",\"course_id\":\"ECON 455\",\"date\":\"2018-03-15 18:31:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"46a7eb8ef5da260b9da05848\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NjU3ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Pop-Quizes on the readings. Usually pretty easy just make sure you skim the abstracts and methods etc. before you go. Also, by reading the title of the paper you can usually BS your way through it. Lowest is dropped. Exams are very similar to problem sets. Pauley is kinda boring but nice and the class is a breeze. Just practice the PS before tests\",\"course_id\":\"ECON 455\",\"date\":\"2018-10-01 11:48:42 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c99ecf2f5eb7e1d0f9ad2398\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMwNTMzNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Gwyn is a great econ professor. She teaches the lecture clearly and she answers questions very patiently. She is very nice to students. And this course is easy. Just follow up during the lectures and finish some practice problems. There are no hard and frustrated questions during exam or problem sets.\",\"course_id\":\"ECON 455\",\"date\":\"2021-10-29 19:43:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"31953f3526a900a632f8af29\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTY5NzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"},{\"comment\":\"Not a fan of Friedman. His teaching is overly reliant on readings, and going to office hours. His lectures are long a rambley and don't cover a lot of the reading. Weekly quizzes are obnoxiously hard, but are always curved a ridiculous amount so that you do okay. His class is curved to hell, which makes it tolerable, but he's not great.\",\"course_id\":\"ECON 455\",\"date\":\"2022-05-09 22:32:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a49da8e4f1a9736d7ae8a68a\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM2MjkwNjg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"Hands down best professor I've ever had at UW. I didn't know anything about behavioral economics before taking Econ455 with Prof. Friedman and was worried it would be difficult given the course level. The quizzes were hard, but curved. It was still a great class and I probably reference the concepts with friends and family at least once a month.\",\"course_id\":\"ECON 455\",\"date\":\"2024-01-28 17:06:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4354cd5ee92373616deed0c3\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTMxMzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"The homework is easy and the reading tests are hard to keep up with because the textbook is dense. Use the flashcards to study for the final exam. It is about 80% definitions and 20% (or less) calculations. \",\"course_id\":\"ECON 455\",\"date\":\"2024-02-11 16:41:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"a521ebf87c9d02a5d3424f4b\",\"instructor_id\":\"rmp:2416016\",\"instructor_name\":\"Matt Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTY3NzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2416016\"},{\"comment\":\"I really liked this class and will be taking his other class in the Fall. He is one of the better ECON profs...funny/entertaining. The class topics are interesting and the lectures are fun. Problem sets are easy enough but reading quizzes are tough. He is super helpful and easy-going when I emailed or called with questions\",\"course_id\":\"ECON 455\",\"date\":\"2024-05-01 01:20:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ce37602be8c874a7d3432b8d\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5MzIxMTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"Professor Friedman is a great teacher and this is an awesome class! His assignments are fun, easy and the exams are easy too as long as you take notes and do the practice exams. He's super willing to help during office hours, if you ever have questions on any of the material.\",\"course_id\":\"ECON 455\",\"date\":\"2024-06-10 14:20:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e464185d1582004c17b49c24\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTYxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"},{\"comment\":\"This was my last class at UW and it was great! In, out, easy. Quizzes and tests replicate the practice ones, so if you study it is easy peasy.\",\"course_id\":\"ECON 455\",\"date\":\"2026-07-11 14:20:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"489b925f2371743cb043b6b4\",\"instructor_id\":\"rmp:2423601\",\"instructor_name\":\"Matthew Friedman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMjk4MjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\"}],\"evidence_count\":11,\"review_ids\":[\"22379fa73d38eeb2458b9258\",\"46a7eb8ef5da260b9da05848\",\"c99ecf2f5eb7e1d0f9ad2398\",\"3dfd3c3659b05a0d76a543c3\",\"31953f3526a900a632f8af29\",\"a49da8e4f1a9736d7ae8a68a\",\"4354cd5ee92373616deed0c3\",\"a521ebf87c9d02a5d3424f4b\",\"ce37602be8c874a7d3432b8d\",\"e464185d1582004c17b49c24\",\"489b925f2371743cb043b6b4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1965762\",\"name\":\"Andrea Wilson\"},{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"},{\"id\":\"rmp:2416016\",\"name\":\"Matt Friedman\"},{\"id\":\"rmp:2423601\",\"name\":\"Matthew Friedman\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Exams resemble practice problems; grades are often curved.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Gwyn is really a nice person and a brilliant professor. She makes the lectures very well organized. Everything are super clear. Do the ps and practice problems, and you will be fine with the exams. There is a final capstone project, which makes you utilize class materials into a real consulting case. Would recommend this course!\",\"course_id\":\"ECON 455\",\"date\":\"2021-05-03 01:46:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3dfd3c3659b05a0d76a543c3\",\"instructor_id\":\"rmp:2285497\",\"instructor_name\":\"Gwyn Pauley\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NjgzNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2285497\"}],\"evidence_count\":1,\"review_ids\":[\"3dfd3c3659b05a0d76a543c3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2285497\",\"name\":\"Gwyn Pauley\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"Capstone project applies concepts to real consulting cases.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_7bd7653c564300d23aa3d0da","course_id":"ECON 455","catalog_version_id":"40cef5c19aa06c8b0a494757b0e8125c6bb2a1f5294f69eab88fd5fa30501dff","record_version_id":"f32a6a42441a8b9bbd6f0edafdc8250be28f9ec64c968fa29202e814dfc61624","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"1d731b78771ef60e12d4479d610e5fcdf3cf6582acf750f95c613d0d505fe1b7","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"95411ce1f88c9e061fd00745c71c4d1e3550fce5a26d0609232f79c670801358\",\"course_id\":\"ECON 455\",\"current_instructors\":[{\"instructor_uid\":\"instructor_51edc4643dc19df2e5477f75\",\"message\":\"Summary generation failed\",\"name\":\"Matt Friedman\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2416016\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.04 GPA, 39.5% A/AB (n=81 letter grades); Fall 2025: 2.97 GPA, 34.0% A/AB (n=94 letter grades); Spring 2026: 3.19 GPA, 44.8% A/AB (n=87 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":\"instructor_51edc4643dc19df2e5477f75\",\"mode\":\"professor\"},{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-02-05 10:32:45 +0000 UTC\",\"review_id\":\"fa2bdbcf8ef04c0619fd57aa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM4OTUyMTY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-05-20 18:16:47 +0000 UTC\",\"review_id\":\"5c18e4235b4bf7b956314181\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5NDk3NTE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2024-11-12 01:42:58 +0000 UTC\",\"review_id\":\"120f71e64529af31d8940609\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTM5OTI3NTQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Friedman\",\"review_date\":\"2026-07-11 14:20:50 +0000 UTC\",\"review_id\":\"489b925f2371743cb043b6b4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423601\",\"source_review_id\":\"UmF0aW5nLTQzMjk4MjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423601\",\"type\":\"review\"}],\"text\":\"Historical reviews of Matthew Friedman: Matt Friedman is described as engaging and effective, with students finding his content fun and the class highly recommended. Recent feedback highlights his clear instruction and the ease of assessments, noting that quizzes and tests replicate practice problems. One review notes quizzes are hard without reading and suggests asking friends for homework.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.04 GPA, 39.5% A/AB (n=81 letter grades); Fall 2025: 2.97 GPA, 34.0% A/AB (n=94 letter grades); Spring 2026: 3.19 GPA, 44.8% A/AB (n=87 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"ANDREA WILSON is recorded teaching in Spring 2015, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"GWYN PAULEY is recorded teaching in Fall 2017, Spring 2018, Fall 2019, Spring 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 455\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"source_record\":{\"entity_id\":\"6f97c59d-1bdf-32f7-b162-940212b55084\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MATTHEW FRIEDMAN is recorded teaching in Fall 2018, Spring 2019, Fall 2020, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_51edc4643dc19df2e5477f75\", \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]