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Topics include environmental analysis, global strategy, and subsidiary control. The aim of the course is to develop special skills that are required to manage international firms.\",\"source_url\":\"https://guide.wisc.edu/courses/intl_bus/\"}],\"text\":\"Strategic management for global business covering environmental analysis, global strategy, subsidiary control, and managing international firms.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTLBUS/MHR 403\",\"field\":\"description\",\"quote\":\"Topics include environmental analysis, global strategy, and subsidiary control.\",\"source_url\":\"https://guide.wisc.edu/courses/intl_bus/\"}],\"text\":\"Environmental analysis, global strategy, and subsidiary control.\"},{\"evidence\":[{\"course_id\":\"INTLBUS/MHR 403\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Analyze the key drivers of globalization and their impact on organizational strategy, structure, and culture in global settings.\",\"source_url\":\"https://guide.wisc.edu/courses/intl_bus/\"}],\"text\":\"Key drivers of globalization and impacts on organizational strategy, structure, and culture.\"},{\"evidence\":[{\"course_id\":\"INTLBUS/MHR 403\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Evaluate the role of cultural differences in facilitating or hindering organizational success and recommend strategies for effective leadership across cultures.\",\"source_url\":\"https://guide.wisc.edu/courses/intl_bus/\"}],\"text\":\"Cultural differences and cross-cultural leadership strategies.\"},{\"evidence\":[{\"course_id\":\"INTLBUS/MHR 403\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Apply global human resource and corporate social responsibility practices to improve organizational productivity and sustainability in a global economy.\",\"source_url\":\"https://guide.wisc.edu/courses/intl_bus/\"}],\"text\":\"Global human resource and corporate social responsibility practices.\"},{\"evidence\":[{\"course_id\":\"INTLBUS/MHR 403\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Assess country, competitor, market, and consumer data to develop and refine management and marketing plans that allows a company to gain a sizeable market share and achieve strong financial performance for its operations in another country.\",\"source_url\":\"https://guide.wisc.edu/courses/intl_bus/\"}],\"text\":\"Country, competitor, market, and consumer data assessment for management and marketing plans.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_5f8b5266ddc7951035529c83","course_id":"INTLBUS/MHR 403","catalog_version_id":"3ded33f689108abab211cefb06ec14dbdc17379642c63285820852406bffe0ee","record_version_id":"8b21c3306c54320e26c379d064ba1d0983b9e0518fe35aafa7abbcc88cd670e0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"4bb46a98d3727b4ac045856b9d074a87f98bb9e94da65a36128e60a2a62b0d9e","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Dunham is now teaching MHR/IB 403, International Management. He is a great professor with lots of real world experience. The class is engaging (much more so than MHR 300), and very straightforward. Exams are easy, based off of powerpoint slides. Book is not necessary. Case studies are fun, plus group project is easy. Highly recommended.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-05-13 16:10:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a3547f9ddbf46402cabee184\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"I love Randy Dunham!! Not only was this class particularly easy, but he gives great lectures that help you understand the material.  Class exercises and case studies are interesting and not difficult.  He is a really nice guy. Missing class is okay but makes studying for quizzes more difficult.  Take this class!!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-11-30 15:09:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"59067e229ee03234a6992080\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is probably my favorite professor I have had at UW - Madison.  He is super energetic, friendly, and knowledgeable about his topics.  You definitely need to attend lectures as his test questions are pretty much only related to his slides and he talks about them in great depth.  If you ever have ANY questions, he is  more than happy to help!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2014-11-05 14:11:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"44e0b7272c7f8b7ab960aab1\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is the best! He doesn't put much emphasis on your grades, he cares more about getting you involved in real-life scenarios and problem solving. You can learn so much from him if you come to class, and the tests are very simple!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2015-12-22 15:44:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"262b4a3494e140e28c3c7003\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"RANDY IS THE BEST. He's so enthusiastic, has incredible working experience, and truly cares about your learning. His tests are very straightforward if you've paid attention in lecture. The practice exams help a lot. Overall, this class is very manageable and as long as you put in effort, you'll do very well. Don't purchase the book - all slides.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2016-05-15 11:50:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9707e9131870f973f95c1db\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"}],\"evidence_count\":5,\"review_ids\":[\"a3547f9ddbf46402cabee184\",\"59067e229ee03234a6992080\",\"44e0b7272c7f8b7ab960aab1\",\"262b4a3494e140e28c3c7003\",\"b9707e9131870f973f95c1db\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:450539\",\"summary\":\"Cited reviews praise Randall Dunham for engaging lectures, real-world experience, and straightforward teaching style.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Dunham is now teaching MHR/IB 403, International Management. He is a great professor with lots of real world experience. The class is engaging (much more so than MHR 300), and very straightforward. Exams are easy, based off of powerpoint slides. Book is not necessary. Case studies are fun, plus group project is easy. Highly recommended.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-05-13 16:10:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a3547f9ddbf46402cabee184\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"I love Randy Dunham!! Not only was this class particularly easy, but he gives great lectures that help you understand the material.  Class exercises and case studies are interesting and not difficult.  He is a really nice guy. Missing class is okay but makes studying for quizzes more difficult.  Take this class!!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-11-30 15:09:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"59067e229ee03234a6992080\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is probably my favorite professor I have had at UW - Madison.  He is super energetic, friendly, and knowledgeable about his topics.  You definitely need to attend lectures as his test questions are pretty much only related to his slides and he talks about them in great depth.  If you ever have ANY questions, he is  more than happy to help!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2014-11-05 14:11:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"44e0b7272c7f8b7ab960aab1\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is the best! He doesn't put much emphasis on your grades, he cares more about getting you involved in real-life scenarios and problem solving. You can learn so much from him if you come to class, and the tests are very simple!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2015-12-22 15:44:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"262b4a3494e140e28c3c7003\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"RANDY IS THE BEST. He's so enthusiastic, has incredible working experience, and truly cares about your learning. His tests are very straightforward if you've paid attention in lecture. The practice exams help a lot. Overall, this class is very manageable and as long as you put in effort, you'll do very well. Don't purchase the book - all slides.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2016-05-15 11:50:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9707e9131870f973f95c1db\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"}],\"evidence_count\":5,\"review_ids\":[\"a3547f9ddbf46402cabee184\",\"59067e229ee03234a6992080\",\"44e0b7272c7f8b7ab960aab1\",\"262b4a3494e140e28c3c7003\",\"b9707e9131870f973f95c1db\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:450539\",\"summary\":\"Reviews indicate exams for Randall Dunham's section are easy, based on slides, and manageable with attendance.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This class was in many ways wasted potential. The subject matter was boring and repetitive when it didn't have to be. Randy is an upbeat, enthusiastic guy who really cares about the class and his students. Unfortunately, the temporary substitute was a bit of a tyrant, but that was not the profs fault. All in all, easy class, but not fun easy.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2013-12-24 22:53:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ce25e717a62f5d2400855e52\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyNjUzMjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"}],\"evidence_count\":1,\"review_ids\":[\"ce25e717a62f5d2400855e52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:450539\",\"summary\":\"One reviewer found Randall Dunham's class easy but described the subject matter as boring and repetitive.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Really works hard to get students involved. Knows her stuff and wants to help students. Don't expect to show up and get full participation points. Actually requires engagement and expects you to be able to discuss readings, cases, etc. in class.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2017-12-18 19:46:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"67f79438b9a4d699a4093623\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"I feel Professor Li and the MHR300 class at UW needs to be separated. MHR300 isn't great in general across the board. I had the pleasure to have Min for my MHR403 class that I took for business breadth and her lectures were amazing and her teaching style really came alive. I recommend her as a professor to anyone and recommend her MHR403 class.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-11-14 14:36:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14ff8af627b16fc6c30473ae\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min is a great professor and I can tell she actually cares about her students. She does expect you to read the book and study the material outside of lecture but she is very organized and has clear expectations. I had fun in her class & would recommend.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-01 18:27:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1ed52210a7366e2b87a905f4\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMTc3Mzg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"67f79438b9a4d699a4093623\",\"14ff8af627b16fc6c30473ae\",\"1ed52210a7366e2b87a905f4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2256839\",\"summary\":\"Cited reviews describe Min Li as caring, organized, and encouraging active engagement, with some praising her lecture style.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"She cares about the students and encourages active engagement, but the grading is exceptionally difficult and the tests test you on extremely specific details in the book. This is not a class I recommend taking.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2017-12-25 00:50:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"84d5bf37001d6add83f4e21f\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Exams based only on how well you can memorize the textbook, ruined interesting content with very dry exams\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-16 20:38:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea0664a3c2b192b15cd6b6cd\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxMDU0MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min has never held a real management job in her life and it shows in her teaching. Classic academic who doesn't have any real world experience to draw from. Exams are incredibly nit picky and require you to remember minute details from the text. She is a nice person, but I'd rather learn from a businessperson than from her and her 4 or so degrees.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-01 22:56:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"73e789b4181eb3e351b47e89\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTc5OTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. Not the best.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-10 16:04:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7319f32c9682cce574e92422\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":4,\"review_ids\":[\"84d5bf37001d6add83f4e21f\",\"ea0664a3c2b192b15cd6b6cd\",\"73e789b4181eb3e351b47e89\",\"7319f32c9682cce574e92422\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2256839\",\"summary\":\"Multiple reviewers criticize Min Li's grading as difficult, nitpicky, and heavily focused on specific textbook details rather than lecture content.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. Not the best.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-10 16:04:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7319f32c9682cce574e92422\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":1,\"review_ids\":[\"7319f32c9682cce574e92422\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2256839\",\"summary\":\"One reviewer notes busy work with varying due dates and times that can be tricky to track in Min Li's section.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 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UTC\",\"review_id\":\"ed34dfc9a8f7f1db18aa2001\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2020-05-10 16:04:35 +0000 UTC\",\"review_id\":\"7319f32c9682cce574e92422\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Min Li's version was lecture and book-heavy, with exams testing specific textbook details and busy work that was difficult to track.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2015-12-22 15:44:12 +0000 UTC\",\"review_id\":\"262b4a3494e140e28c3c7003\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2016-05-15 11:50:38 +0000 UTC\",\"review_id\":\"b9707e9131870f973f95c1db\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students described Randall Dunham as enthusiastic and engaged, noting that his teaching style focused on real-life scenarios rather than heavy grading pressure.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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exam questions were derived directly from the professor's slide presentations.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"MIN LI is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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If you ever have ANY questions, he is  more than happy to help!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2014-11-05 14:11:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"44e0b7272c7f8b7ab960aab1\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is the best! He doesn't put much emphasis on your grades, he cares more about getting you involved in real-life scenarios and problem solving. You can learn so much from him if you come to class, and the tests are very simple!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2015-12-22 15:44:12 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"262b4a3494e140e28c3c7003\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"RANDY IS THE BEST. He's so enthusiastic, has incredible working experience, and truly cares about your learning. His tests are very straightforward if you've paid attention in lecture. The practice exams help a lot. Overall, this class is very manageable and as long as you put in effort, you'll do very well. Don't purchase the book - all slides.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2016-05-15 11:50:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9707e9131870f973f95c1db\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"}],\"evidence_count\":5,\"review_ids\":[\"a3547f9ddbf46402cabee184\",\"59067e229ee03234a6992080\",\"44e0b7272c7f8b7ab960aab1\",\"262b4a3494e140e28c3c7003\",\"b9707e9131870f973f95c1db\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:450539\",\"summary\":\"Reviews indicate exams for Randall Dunham's section are easy, based on slides, and manageable with attendance.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This class was in many ways wasted potential. The subject matter was boring and repetitive when it didn't have to be. Randy is an upbeat, enthusiastic guy who really cares about the class and his students. Unfortunately, the temporary substitute was a bit of a tyrant, but that was not the profs fault. All in all, easy class, but not fun easy.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2013-12-24 22:53:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ce25e717a62f5d2400855e52\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyNjUzMjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"}],\"evidence_count\":1,\"review_ids\":[\"ce25e717a62f5d2400855e52\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:450539\",\"summary\":\"One reviewer found Randall Dunham's class easy but described the subject matter as boring and repetitive.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Really works hard to get students involved. Knows her stuff and wants to help students. Don't expect to show up and get full participation points. Actually requires engagement and expects you to be able to discuss readings, cases, etc. in class.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2017-12-18 19:46:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"67f79438b9a4d699a4093623\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"I feel Professor Li and the MHR300 class at UW needs to be separated. MHR300 isn't great in general across the board. I had the pleasure to have Min for my MHR403 class that I took for business breadth and her lectures were amazing and her teaching style really came alive. I recommend her as a professor to anyone and recommend her MHR403 class.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-11-14 14:36:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14ff8af627b16fc6c30473ae\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min is a great professor and I can tell she actually cares about her students. She does expect you to read the book and study the material outside of lecture but she is very organized and has clear expectations. I had fun in her class & would recommend.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-01 18:27:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1ed52210a7366e2b87a905f4\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMTc3Mzg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"67f79438b9a4d699a4093623\",\"14ff8af627b16fc6c30473ae\",\"1ed52210a7366e2b87a905f4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2256839\",\"summary\":\"Cited reviews describe Min Li as caring, organized, and encouraging active engagement, with some praising her lecture style.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"She cares about the students and encourages active engagement, but the grading is exceptionally difficult and the tests test you on extremely specific details in the book. This is not a class I recommend taking.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2017-12-25 00:50:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"84d5bf37001d6add83f4e21f\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Exams based only on how well you can memorize the textbook, ruined interesting content with very dry exams\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-16 20:38:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea0664a3c2b192b15cd6b6cd\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxMDU0MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min has never held a real management job in her life and it shows in her teaching. Classic academic who doesn't have any real world experience to draw from. Exams are incredibly nit picky and require you to remember minute details from the text. She is a nice person, but I'd rather learn from a businessperson than from her and her 4 or so degrees.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-01 22:56:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"73e789b4181eb3e351b47e89\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTc5OTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. Not the best.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-10 16:04:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7319f32c9682cce574e92422\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":4,\"review_ids\":[\"84d5bf37001d6add83f4e21f\",\"ea0664a3c2b192b15cd6b6cd\",\"73e789b4181eb3e351b47e89\",\"7319f32c9682cce574e92422\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2256839\",\"summary\":\"Multiple reviewers criticize Min Li's grading as difficult, nitpicky, and heavily focused on specific textbook details rather than lecture content.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. Not the best.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-10 16:04:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7319f32c9682cce574e92422\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":1,\"review_ids\":[\"7319f32c9682cce574e92422\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2256839\",\"summary\":\"One reviewer notes busy work with varying due dates and times that can be tricky to track in Min Li's section.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_5f8b5266ddc7951035529c83","course_id":"INTLBUS/MHR 403","catalog_version_id":"267468ae047340d73221944924b138637cf81dc68d6f176dab84fcceddc321c6","record_version_id":"984240bcebf54e5d4951a156c61cb9c967110c6d15756d26a2218eb046851984","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bdde9379fae209d4ee5abc362844d1f5c725d433a8d6456a790052472cf3f8ec","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Sophomore standing. 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He is a great professor with lots of real world experience. The class is engaging (much more so than MHR 300), and very straightforward. Exams are easy, based off of powerpoint slides. Book is not necessary. Case studies are fun, plus group project is easy. Highly recommended.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-05-13 16:10:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a3547f9ddbf46402cabee184\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is probably my favorite professor I have had at UW - Madison.  He is super energetic, friendly, and knowledgeable about his topics.  You definitely need to attend lectures as his test questions are pretty much only related to his slides and he talks about them in great depth.  If you ever have ANY questions, he is  more than happy to help!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2014-11-05 14:11:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"44e0b7272c7f8b7ab960aab1\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. Not the best.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-10 16:04:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7319f32c9682cce574e92422\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"a3547f9ddbf46402cabee184\",\"44e0b7272c7f8b7ab960aab1\",\"7319f32c9682cce574e92422\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Randy Dunham is described as energetic, friendly, and clear, with tests based on slides. Min Li is organized but criticized for nit-picky textbook questions.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I love Randy Dunham!! Not only was this class particularly easy, but he gives great lectures that help you understand the material.  Class exercises and case studies are interesting and not difficult.  He is a really nice guy. Missing class is okay but makes studying for quizzes more difficult.  Take this class!!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-11-30 15:09:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"59067e229ee03234a6992080\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"She cares about the students and encourages active engagement, but the grading is exceptionally difficult and the tests test you on extremely specific details in the book. This is not a class I recommend taking.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2017-12-25 00:50:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"84d5bf37001d6add83f4e21f\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Took this class as a freshman not having any MHR background and it wasn't bad. Min is so sweet too. Def lecture & book heavy though, activities in class will be referenced on exams! As long as you learn the study guide you'll be fine, no trick questions either. Only has 2 case studies,1 group project, 1 midterm, and a noncumulative exam. Just read\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-19 07:07:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ed34dfc9a8f7f1db18aa2001\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"59067e229ee03234a6992080\",\"84d5bf37001d6add83f4e21f\",\"ed34dfc9a8f7f1db18aa2001\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Overall experience varies significantly by instructor. Dunham's version is considered easy and straightforward, while Li's is considered difficult with heavy memorization requirements.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"RANDY IS THE BEST. He's so enthusiastic, has incredible working experience, and truly cares about your learning. His tests are very straightforward if you've paid attention in lecture. The practice exams help a lot. Overall, this class is very manageable and as long as you put in effort, you'll do very well. Don't purchase the book - all slides.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2016-05-15 11:50:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9707e9131870f973f95c1db\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Exams based only on how well you can memorize the textbook, ruined interesting content with very dry exams\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-16 20:38:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea0664a3c2b192b15cd6b6cd\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxMDU0MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min has never held a real management job in her life and it shows in her teaching. Classic academic who doesn't have any real world experience to draw from. Exams are incredibly nit picky and require you to remember minute details from the text. She is a nice person, but I'd rather learn from a businessperson than from her and her 4 or so degrees.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-01 22:56:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"73e789b4181eb3e351b47e89\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMTc5OTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"b9707e9131870f973f95c1db\",\"ea0664a3c2b192b15cd6b6cd\",\"73e789b4181eb3e351b47e89\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods differ: Dunham focuses on slides and simple tests, while Li focuses on textbook details and specific memorization.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5f8b5266ddc7951035529c83","course_id":"INTLBUS/MHR 403","catalog_version_id":"267468ae047340d73221944924b138637cf81dc68d6f176dab84fcceddc321c6","record_version_id":"984240bcebf54e5d4951a156c61cb9c967110c6d15756d26a2218eb046851984","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d27884dff83f787b7edb7a2d8ec1c6b723ebf9b6a7ec7c070f36f9ca7c02cb19","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"f7f60b7803a8df21df623dab49a1dc4b4be984a04f5ad61faa4a105fa3dbce50\",\"course_id\":\"INTLBUS/MHR 403\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6d38f16075053fc722c5427e\",\"message\":\"No course-specific reviews available\",\"name\":\"Mark Barnard\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2911651\",\"summary\":[{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"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\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARK BARNARD is recorded teaching in 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.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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He is a great professor with lots of real world experience. The class is engaging (much more so than MHR 300), and very straightforward. Exams are easy, based off of powerpoint slides. Book is not necessary. Case studies are fun, plus group project is easy. Highly recommended.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-05-13 16:10:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a3547f9ddbf46402cabee184\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is probably my favorite professor I have had at UW - Madison.  He is super energetic, friendly, and knowledgeable about his topics.  You definitely need to attend lectures as his test questions are pretty much only related to his slides and he talks about them in great depth.  If you ever have ANY questions, he is  more than happy to help!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2014-11-05 14:11:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"44e0b7272c7f8b7ab960aab1\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. Not the best.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-10 16:04:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7319f32c9682cce574e92422\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"a3547f9ddbf46402cabee184\",\"44e0b7272c7f8b7ab960aab1\",\"7319f32c9682cce574e92422\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Randy Dunham is described as energetic, friendly, and clear, with tests based on slides. Min Li is organized but criticized for nit-picky textbook questions.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I love Randy Dunham!! Not only was this class particularly easy, but he gives great lectures that help you understand the material.  Class exercises and case studies are interesting and not difficult.  He is a really nice guy. Missing class is okay but makes studying for quizzes more difficult.  Take this class!!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-11-30 15:09:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"59067e229ee03234a6992080\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"She cares about the students and encourages active engagement, but the grading is exceptionally difficult and the tests test you on extremely specific details in the book. This is not a class I recommend taking.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2017-12-25 00:50:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"84d5bf37001d6add83f4e21f\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Took this class as a freshman not having any MHR background and it wasn't bad. Min is so sweet too. Def lecture & book heavy though, activities in class will be referenced on exams! As long as you learn the study guide you'll be fine, no trick questions either. Only has 2 case studies,1 group project, 1 midterm, and a noncumulative exam. Just read\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-19 07:07:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ed34dfc9a8f7f1db18aa2001\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"59067e229ee03234a6992080\",\"84d5bf37001d6add83f4e21f\",\"ed34dfc9a8f7f1db18aa2001\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Overall experience varies significantly by instructor. Dunham's version is considered easy and straightforward, while Li's is considered difficult with heavy memorization requirements.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"RANDY IS THE BEST. He's so enthusiastic, has incredible working experience, and truly cares about your learning. His tests are very straightforward if you've paid attention in lecture. The practice exams help a lot. Overall, this class is very manageable and as long as you put in effort, you'll do very well. Don't purchase the book - all slides.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2016-05-15 11:50:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9707e9131870f973f95c1db\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Exams based only on how well you can memorize the textbook, ruined interesting content with very dry exams\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-16 20:38:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea0664a3c2b192b15cd6b6cd\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxMDU0MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min has never held a real management job in her life and it shows in her teaching. Classic academic who doesn't have any real world experience to draw from. Exams are incredibly nit picky and require you to remember minute details from the text. 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He is a great professor with lots of real world experience. The class is engaging (much more so than MHR 300), and very straightforward. Exams are easy, based off of powerpoint slides. Book is not necessary. Case studies are fun, plus group project is easy. Highly recommended.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-05-13 16:10:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a3547f9ddbf46402cabee184\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Randy is probably my favorite professor I have had at UW - Madison.  He is super energetic, friendly, and knowledgeable about his topics.  You definitely need to attend lectures as his test questions are pretty much only related to his slides and he talks about them in great depth.  If you ever have ANY questions, he is  more than happy to help!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2014-11-05 14:11:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"44e0b7272c7f8b7ab960aab1\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Min is a very nice and caring person but not a great teacher. Everything is based on the textbook. Exam questions are all nit picky specific from the textbook. Little lecture content/discussion stuff is tested, mainly just the textbook. Plenty of busy work with different due dates/times that can get tricky to keep track of it all. Not the best.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2020-05-10 16:04:35 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7319f32c9682cce574e92422\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"a3547f9ddbf46402cabee184\",\"44e0b7272c7f8b7ab960aab1\",\"7319f32c9682cce574e92422\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2011\"},\"sentiment\":\"positive\",\"summary\":\"Randy Dunham is described as energetic, friendly, and clear, with tests based on slides. Min Li is organized but criticized for nit-picky textbook questions.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I love Randy Dunham!! Not only was this class particularly easy, but he gives great lectures that help you understand the material.  Class exercises and case studies are interesting and not difficult.  He is a really nice guy. Missing class is okay but makes studying for quizzes more difficult.  Take this class!!\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2011-11-30 15:09:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"59067e229ee03234a6992080\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"She cares about the students and encourages active engagement, but the grading is exceptionally difficult and the tests test you on extremely specific details in the book. This is not a class I recommend taking.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2017-12-25 00:50:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"84d5bf37001d6add83f4e21f\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Took this class as a freshman not having any MHR background and it wasn't bad. Min is so sweet too. Def lecture & book heavy though, activities in class will be referenced on exams! As long as you learn the study guide you'll be fine, no trick questions either. Only has 2 case studies,1 group project, 1 midterm, and a noncumulative exam. Just read\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-19 07:07:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ed34dfc9a8f7f1db18aa2001\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"}],\"evidence_count\":3,\"review_ids\":[\"59067e229ee03234a6992080\",\"84d5bf37001d6add83f4e21f\",\"ed34dfc9a8f7f1db18aa2001\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2256839\",\"name\":\"Min Li\"},{\"id\":\"rmp:450539\",\"name\":\"Randall Dunham\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Overall experience varies significantly by instructor. Dunham's version is considered easy and straightforward, while Li's is considered difficult with heavy memorization requirements.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"RANDY IS THE BEST. He's so enthusiastic, has incredible working experience, and truly cares about your learning. His tests are very straightforward if you've paid attention in lecture. The practice exams help a lot. Overall, this class is very manageable and as long as you put in effort, you'll do very well. Don't purchase the book - all slides.\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2016-05-15 11:50:38 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b9707e9131870f973f95c1db\",\"instructor_id\":\"rmp:450539\",\"instructor_name\":\"Randall Dunham\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\"},{\"comment\":\"Exams based only on how well you can memorize the textbook, ruined interesting content with very dry exams\",\"course_id\":\"INTLBUS/MHR 403\",\"date\":\"2018-12-16 20:38:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ea0664a3c2b192b15cd6b6cd\",\"instructor_id\":\"rmp:2256839\",\"instructor_name\":\"Min Li\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxMDU0MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\"},{\"comment\":\"Min has never held a real management job in her life and it shows in her teaching. Classic academic who doesn't have any real world experience to draw from. Exams are incredibly nit picky and require you to remember minute details from the text. 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Fall 2025: 3.45 GPA, 65.9% A/AB (n=44 letter grades); Spring 2026: 3.57 GPA, 76.2% A/AB (n=21 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-05-13 16:10:57 +0000 UTC\",\"review_id\":\"a3547f9ddbf46402cabee184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-11-30 15:09:37 +0000 UTC\",\"review_id\":\"59067e229ee03234a6992080\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2013-12-24 22:53:23 +0000 UTC\",\"review_id\":\"ce25e717a62f5d2400855e52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIyNjUzMjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2014-11-05 14:11:33 +0000 UTC\",\"review_id\":\"44e0b7272c7f8b7ab960aab1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2015-12-22 15:44:12 +0000 UTC\",\"review_id\":\"262b4a3494e140e28c3c7003\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2016-05-15 11:50:38 +0000 UTC\",\"review_id\":\"b9707e9131870f973f95c1db\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-18 19:46:44 +0000 UTC\",\"review_id\":\"67f79438b9a4d699a4093623\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-25 00:50:15 +0000 UTC\",\"review_id\":\"84d5bf37001d6add83f4e21f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-11-14 14:36:36 +0000 UTC\",\"review_id\":\"14ff8af627b16fc6c30473ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-12-19 07:07:19 +0000 UTC\",\"review_id\":\"ed34dfc9a8f7f1db18aa2001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"}],\"text\":\"Historical reviews of Min Li, Randall Dunham: Workload expectations differ by instructor; Dunham’s exams focused on slides with no required textbook, while Li required extensive reading and testing on specific textbook details.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-18 19:46:44 +0000 UTC\",\"review_id\":\"67f79438b9a4d699a4093623\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-25 00:50:15 +0000 UTC\",\"review_id\":\"84d5bf37001d6add83f4e21f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-11-14 14:36:36 +0000 UTC\",\"review_id\":\"14ff8af627b16fc6c30473ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-12-19 07:07:19 +0000 UTC\",\"review_id\":\"ed34dfc9a8f7f1db18aa2001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2020-05-01 18:27:21 +0000 UTC\",\"review_id\":\"1ed52210a7366e2b87a905f4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMzMTc3Mzg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2020-05-10 16:04:35 +0000 UTC\",\"review_id\":\"7319f32c9682cce574e92422\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMzMjU1ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"}],\"text\":\"Historical reviews of Min Li: Min Li is described as caring and organized, though reviewers disagree on her teaching effectiveness. Some praise her engaging lectures and clear expectations, while others criticize her textbook-heavy exams and excessive busy work. Her classes require significant outside reading and active participation.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-05-13 16:10:57 +0000 UTC\",\"review_id\":\"a3547f9ddbf46402cabee184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-11-30 15:09:37 +0000 UTC\",\"review_id\":\"59067e229ee03234a6992080\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2013-12-24 22:53:23 +0000 UTC\",\"review_id\":\"ce25e717a62f5d2400855e52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIyNjUzMjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2014-11-05 14:11:33 +0000 UTC\",\"review_id\":\"44e0b7272c7f8b7ab960aab1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2015-12-22 15:44:12 +0000 UTC\",\"review_id\":\"262b4a3494e140e28c3c7003\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2016-05-15 11:50:38 +0000 UTC\",\"review_id\":\"b9707e9131870f973f95c1db\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-18 19:46:44 +0000 UTC\",\"review_id\":\"67f79438b9a4d699a4093623\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-25 00:50:15 +0000 UTC\",\"review_id\":\"84d5bf37001d6add83f4e21f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-11-14 14:36:36 +0000 UTC\",\"review_id\":\"14ff8af627b16fc6c30473ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-12-19 07:07:19 +0000 UTC\",\"review_id\":\"ed34dfc9a8f7f1db18aa2001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"}],\"text\":\"Historical reviews describe a course that varies significantly by instructor, ranging from easy, slide-based exams under Randall Dunham to rigorous, textbook-heavy assessments under Min Li.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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UTC\",\"review_id\":\"a3547f9ddbf46402cabee184\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE4NTk2NDc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2011-11-30 15:09:37 +0000 UTC\",\"review_id\":\"59067e229ee03234a6992080\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTE5MzQxMzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2013-12-24 22:53:23 +0000 UTC\",\"review_id\":\"ce25e717a62f5d2400855e52\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIyNjUzMjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2014-11-05 14:11:33 +0000 UTC\",\"review_id\":\"44e0b7272c7f8b7ab960aab1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTIzNzQ5Mjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2015-12-22 15:44:12 +0000 UTC\",\"review_id\":\"262b4a3494e140e28c3c7003\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI1ODAzNjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Randall Dunham\",\"review_date\":\"2016-05-15 11:50:38 +0000 UTC\",\"review_id\":\"b9707e9131870f973f95c1db\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:450539\",\"source_review_id\":\"UmF0aW5nLTI2NTc5MDk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/450539\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-18 19:46:44 +0000 UTC\",\"review_id\":\"67f79438b9a4d699a4093623\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MjY0NDc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2017-12-25 00:50:15 +0000 UTC\",\"review_id\":\"84d5bf37001d6add83f4e21f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTI5MzMyMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-11-14 14:36:36 +0000 UTC\",\"review_id\":\"14ff8af627b16fc6c30473ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMwNzI0ODM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"},{\"instructor_name\":\"Min Li\",\"review_date\":\"2018-12-19 07:07:19 +0000 UTC\",\"review_id\":\"ed34dfc9a8f7f1db18aa2001\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2256839\",\"source_review_id\":\"UmF0aW5nLTMxMDk2MjU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2256839\",\"type\":\"review\"}],\"text\":\"Historical reviews of Min Li, Randall Dunham: Students appreciated Dunham’s engaging, real-world focus and helpfulness, whereas Li’s course was criticized for nitpicky questions and required engagement, though some found her lectures amazing and caring.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARK BARNARD is recorded teaching in 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.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 403\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"source_record\":{\"entity_id\":\"e053e31b-7bcc-3f55-95c9-9c02710d4bd7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"INTLBUS/MHR 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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":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]