# EDPSYCH/ELPA 822: Introduction to Quantitative Inquiry in Education | UW–Madison [View on UW Courses](https://uwcourses.com/courses/EDPSYCH_ELPA_822) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 387a18033ec1ed6b0a4d0388736e8ee418ec81ea94945fca8ccbff3cb4029175 ### course id EDPSYCH/ELPA 822 ### course uid course\_ae0b048c599d1b08b9346e20 ### catalog version id 097e8bc230106b6ad3894c4c5558a2379bf457b3927d1c7352eded288abd35c4 ### course number 822 ### subjects * EDPSYCH * ELPA ### title INTRODUCTION TO QUANTITATIVE INQUIRY IN EDUCATION ### description Utilize the concepts and methods of quantitative social science research to conduct research on education issues. Topics include hypothesis testing, statistical inference, point estimates, graphic and numerical data displays, correlation and regression. ### requirements text Graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:305:023771 * 1272:315:023771 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 2ddfa8012bdcb7c2d2fbcc7249faf9a428683ab20c9788ccca7459fd2e273759 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to quantitative inquiry in education, teaching research methods, statistical inference, and regression analysis. ### llm topics * Hypothesis testing and statistical inference * Data displays * Correlation and regression ### llm skills * Conduct quantitative social science research * Perform statistical inference and hypothesis testing * Create graphic and numerical data displays * Analyze correlation and regression ### llm assumed background * Graduate or professional student standing ### llm search phrases * quantitative research methods education * statistical inference hypothesis testing * regression analysis education research * graduate quantitative inquiry ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 949f29b504d98270da797d67c0b4b9ae61438083c35bdeebab6ff66f0d2da87f #### course id EDPSYCH/ELPA 822 #### current instructors ```json [ { "instructor_uid": "instructor_6e7d34507a82ad4ed9b1666e", "message": "No course-specific reviews available", "name": "Krystal Williams", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "EDPSYCH/ELPA 822", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eaafa09b-d213-3bf1-929b-81da5f2f1ee5", "source_record": { "entity_id": "eaafa09b-d213-3bf1-929b-81da5f2f1ee5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2026: 4.00 GPA, 100.0% A/AB (n=19 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Fall 2024: 3.97 GPA, 100.0% A/AB (n=18 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=19 letter grades). ```json { "citations": [ { "course_id": "EDPSYCH/ELPA 822", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "eaafa09b-d213-3bf1-929b-81da5f2f1ee5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "EDPSYCH/ELPA 822", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "eaafa09b-d213-3bf1-929b-81da5f2f1ee5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "EDPSYCH/ELPA 822", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "eaafa09b-d213-3bf1-929b-81da5f2f1ee5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history KRYSTAL WILLIAMS is recorded teaching in Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "EDPSYCH/ELPA 822", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eaafa09b-d213-3bf1-929b-81da5f2f1ee5", "source_record": { "entity_id": "eaafa09b-d213-3bf1-929b-81da5f2f1ee5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "EDPSYCH/ELPA 822", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eaafa09b-d213-3bf1-929b-81da5f2f1ee5", "source_record": { "entity_id": "eaafa09b-d213-3bf1-929b-81da5f2f1ee5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes * The requirement is a standing requirement (Graduate/professional standing), not a specific course prerequisite. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ---------------- | --------------------- | -------------------------------- | -------------------------------- | ------------------------------ | | instructor\_6e7d34507a82ad4ed9b1666e | enrollment | klwilliams7 | netid | source\_identified | Krystal Williams | KLWILLIAMS7\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/KRYSTAL\_WILLIAMS | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:305:023771", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1272", "source_course_id": "023771", "source_subject_id": "305", "title": "Introduction to Quantitative Inquiry in Education", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:315:023771", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1272", "source_course_id": "023771", "source_subject_id": "315", "title": "Introduction to Quantitative Inquiry in Education", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:25957", "term_id": "1272", "source_section_id": "25957", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 10, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:27400", "term_id": "1272", "source_section_id": "27400", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 3, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_204a7c513999603cacf3ca05", "source": "madgrades", "source_instructor_id": "5280390", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NICHOLAS HILLMAN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.742, "graded": 285, "counts": [ 214, 36, 19, 5, 7, 1, 3 ], "sections": 49 }, "instructor_url": "/instructors/NICHOLAS_HILLMAN--instructor_204a7c513999603cacf3ca05" }, { "instructor_uid": "instructor_4a0a977049912d61a368be9a", "source": "madgrades", "source_instructor_id": "5110032", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PETER GOFF", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.932, "graded": 170, "counts": [ 152, 13, 5, 0, 0, 0, 0 ], "sections": 51 }, "instructor_url": "/instructors/PETER_GOFF" }, { "instructor_uid": "instructor_6af11e2ef102b36b6e7680bd", "source": "madgrades", "source_instructor_id": "3473454", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MOLLIE MCQUILLAN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.874, "graded": 170, "counts": [ 149, 11, 8, 0, 0, 0, 2 ], "sections": 31 }, "instructor_url": "/instructors/MOLLIE_MCQUILLAN--instructor_6af11e2ef102b36b6e7680bd" }, { "instructor_uid": "instructor_6facc5f3a9841783e4ac0e82", "source": "madgrades", "source_instructor_id": "5678111", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MINSEOK YANG", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.917, "graded": 12, "counts": [ 10, 2, 0, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/MINSEOK_YANG" }, { "instructor_uid": "instructor_cdea66c0846cfcd75737aa8a", "source": "madgrades", "source_instructor_id": "6207521", "identity_basis": "source_id", "identity_status": "source_identified", "name": "QI ZHENG", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.917, "graded": 12, "counts": [ 10, 2, 0, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/QI_ZHENG--instructor_cdea66c0846cfcd75737aa8a" }, { "instructor_uid": "instructor_04fe654ec128f7d5601e56e1", "source": "madgrades", "source_instructor_id": "3496035", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AR NELSON", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.973, "graded": 239, "counts": [ 230, 7, 1, 0, 1, 0, 0 ], "sections": 20 }, "instructor_url": "/instructors/AR_NELSON--instructor_04fe654ec128f7d5601e56e1" }, { "instructor_uid": "instructor_82d5cc1cbb4d8982e20e1fff", "source": "madgrades", "source_instructor_id": "4522153", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTOPHER SALDANA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.939, "graded": 90, "counts": [ 86, 3, 0, 0, 0, 0, 1 ], "sections": 12 }, "instructor_url": "/instructors/CHRISTOPHER_SALDANA--instructor_82d5cc1cbb4d8982e20e1fff" }, { "instructor_uid": "instructor_1203d99d1400906a3d50021d", "source": "madgrades", "source_instructor_id": "6688053", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRYSTAL WILLIAMS", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 4, "graded": 19, "counts": [ 19, 0, 0, 0, 0, 0, 0 ], "sections": 4 }, "instructor_url": "/instructors/KRYSTAL_WILLIAMS--instructor_1203d99d1400906a3d50021d" }, { "instructor_uid": "instructor_c8fc311331f1793fb5c3b731", "source": "madgrades", "source_instructor_id": "6800478", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FRANCESCA LOPEZ", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.931, "graded": 29, "counts": [ 28, 0, 0, 0, 1, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/FRANCESCA_LOPEZ--instructor_c8fc311331f1793fb5c3b731" }, { "instructor_uid": "instructor_6e7d34507a82ad4ed9b1666e", "source": "enrollment", "source_instructor_id": "klwilliams7", "identity_basis": "netid", "identity_status": "source_identified", "name": "Krystal Williams", "email": "KLWILLIAMS7@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/KRYSTAL_WILLIAMS" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Nicholas Hillman" ], "a": 12, "ab": 2, "b": 2, "bc": 2, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Nicholas Hillman" ], "a": 9, "ab": 4, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Nicholas Hillman" ], "a": 7, "ab": 1, "b": 3, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "PETER GOFF" ], "a": 23, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Nicholas Hillman" ], "a": 10, "ab": 1, "b": 3, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Nicholas Hillman" ], "a": 21, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Nicholas Hillman" ], "a": 17, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "PETER GOFF" ], "a": 8, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Mollie Mcquillan" ], "a": 17, "ab": 4, "b": 5, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 27, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 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}, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Ar Nelson" ], "a": 11, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Mollie Mcquillan" ], "a": 9, "ab": 3, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Mollie Mcquillan" ], "a": 22, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Ar Nelson" ], "a": 18, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Christopher Saldana" ], "a": 17, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Christopher Saldana" ], "a": 17, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Krystal Williams" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Francesca Lopez" ], "a": 8, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "EDPSYCH/ELPA 822" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "EDPSYCH/ELPA 822", "course_uid": "course_ae0b048c599d1b08b9346e20", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Krystal Williams" ], "a": 19, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "EDPSYCH/ELPA 822" ] } ] ``` ### statistics #### gpa 3.882 #### graded 301 #### counts * 261 * 21 * 14 * 2 * 2 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_ae0b048c599d1b08b9346e20-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_ae0b048c599d1b08b9346e20-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_ae0b048c599d1b08b9346e20-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_ae0b048c599d1b08b9346e20-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_ae0b048c599d1b08b9346e20-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_ae0b048c599d1b08b9346e20-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_ae0b048c599d1b08b9346e20-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_ae0b048c599d1b08b9346e20-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.882059800664452 #### count 301 #### university ##### size 5192 ##### gpa Percentile 71 ##### count Percentile 65 ##### median Count 170.5 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 290 | false | | 3.2–3.6 | 1331 | false | | 3.6–4.0 | 3562 | true | #### departments ```json [ { "subject": "EDPSYCH", "comparison": { "size": 73, "gpaPercentile": 19, "countPercentile": 75, "medianCount": 126, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 70, "current": true } ] } }, { "subject": "ELPA", "comparison": { "size": 55, "gpaPercentile": 22, "countPercentile": 87, "medianCount": 144, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 0, "current": false }, { "range": "3.6–4.0", "count": 55, "current": true } ] } } ] ``` ### terms #### 1142 ##### term 1142 ##### gpa 3.473684210526316 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1152 ##### term 1152 ##### gpa 3.8461538461538463 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1162 ##### term 1162 ##### gpa 3.5416666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1164 ##### term 1164 ##### gpa 4 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1172 ##### term 1172 ##### gpa 3.6333333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1182 ##### term 1182 ##### gpa 3.977272727272727 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1192 ##### term 1192 ##### gpa 3.9722222222222223 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1194 ##### term 1194 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1202 ##### term 1202 ##### gpa 3.730769230769231 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1204 ##### term 1204 ##### gpa 3.857142857142857 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1212 ##### term 1212 ##### gpa 3.9166666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1222 ##### term 1222 ##### gpa 4 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1232 ##### term 1232 ##### gpa 3.875 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1234 ##### term 1234 ##### gpa 4 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1242 ##### term 1242 ##### gpa 4 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1244 ##### term 1244 ##### gpa 3.9722222222222223 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1252 ##### term 1252 ##### gpa 3.9722222222222223 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1262 ##### term 1262 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | #### 1264 ##### term 1264 ##### gpa 4 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | EDPSYCH | | | ELPA | | ### benchmarks #### all ##### school ###### size 5192 ###### gpa 3.6911695521924983 ###### top Share 83.77974785144407 ###### count 170.5 ##### EDPSYCH ###### size 73 ###### gpa 3.9180874568141815 ###### top Share 96.56606171385422 ###### count 126 ##### ELPA ###### size 55 ###### gpa 3.926670865767318 ###### top Share 97.17049839169225 ###### count 144 #### terms ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### EDPSYCH ###### size 12 ###### gpa 3.7898059422842754 ###### top Share 90.81997066447873 ###### count 51 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### EDPSYCH ###### size 12 ###### gpa 3.797007336464789 ###### top Share 91.58519984778003 ###### count 65.5 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### EDPSYCH ###### size 13 ###### gpa 3.84284132414616 ###### top Share 93.60031717722106 ###### count 58 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### EDPSYCH ###### size 11 ###### gpa 3.7492135551068846 ###### top Share 88.51294155726328 ###### count 66 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### EDPSYCH ###### size 10 ###### gpa 3.8712140602871883 ###### top Share 94.492174885663 ###### count 81 ##### 1212 ###### school ###### 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size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_204a7c513999603cacf3ca05", "name": "NICHOLAS HILLMAN", "count": 99, "terms": [ { "term": "1142", "count": 19, "sections": 1, "gpa": 3.473684210526316 }, { "term": "1152", "count": 13, "sections": 1, "gpa": 3.8461538461538463 }, { "term": "1162", "count": 12, "sections": 1, "gpa": 3.5416666666666665 }, { "term": "1172", "count": 15, "sections": 1, "gpa": 3.6333333333333333 }, { "term": "1182", "count": 22, "sections": 1, "gpa": 3.977272727272727 }, { "term": "1192", "count": 18, "sections": 1, "gpa": 3.9722222222222223 } ] }, { "uid": "instructor_6af11e2ef102b36b6e7680bd", "name": "MOLLIE MCQUILLAN", "count": 60, "terms": [ { "term": "1202", "count": 26, "sections": 2, "gpa": 3.730769230769231 }, { "term": "1232", "count": 12, "sections": 1, "gpa": 3.875 }, { "term": "1234", "count": 22, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_4a0a977049912d61a368be9a", "name": "PETER GOFF", "count": 50, "terms": [ { "term": "1164", "count": 23, "sections": 1, "gpa": 4 }, { "term": "1194", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 7, "sections": 1, "gpa": 3.857142857142857 }, { "term": "1212", "count": 12, "sections": 1, "gpa": 3.9166666666666665 } ] }, { "uid": "instructor_82d5cc1cbb4d8982e20e1fff", "name": "CHRISTOPHER SALDANA", "count": 36, "terms": [ { "term": "1244", "count": 18, "sections": 1, "gpa": 3.9722222222222223 }, { "term": "1252", "count": 18, "sections": 1, "gpa": 3.9722222222222223 } ] }, { "uid": "instructor_04fe654ec128f7d5601e56e1", "name": "AR NELSON", "count": 29, "terms": [ { "term": "1222", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1242", "count": 18, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_1203d99d1400906a3d50021d", "name": "KRYSTAL WILLIAMS", "count": 19, "terms": [ { "term": "1264", "count": 19, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_6facc5f3a9841783e4ac0e82", "name": "MINSEOK YANG", "count": 12, "terms": [ { "term": "1212", "count": 12, "sections": 1, "gpa": 3.9166666666666665 } ] }, { "uid": "instructor_cdea66c0846cfcd75737aa8a", "name": "QI ZHENG", "count": 12, "terms": [ { "term": "1212", "count": 12, "sections": 1, "gpa": 3.9166666666666665 } ] }, { "uid": "instructor_c8fc311331f1793fb5c3b731", "name": "FRANCESCA LOPEZ", "count": 8, "terms": [ { "term": "1262", "count": 8, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.