# MHR 617: Diversity in Organizations | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MHR_617) ## 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 fa71019324c6ebf3fcd85a5b95ba103669e3c7783d2edd651a97ef4d198fe777 ### course id MHR 617 ### course uid course\_affbc4321a2dfbff6d11173b ### catalog version id 0101fd2da6bb0852c611232ffff3b6bef8a9523b28a2978d3cc27110980bc151 ### course number 617 ### subjects * MHR ### title DIVERSITY IN ORGANIZATIONS ### description Provides a thorough understanding of the advantages and challenges presented by workplace diversity, suggesting techniques to manage effectively and maximize the benefits of diversity. Includes a comprehensive survey of demographic groups and an analysis of their history to foster a thorough understanding of the dimensions of diversity. Discussions will include effectively managing diversity on the basis of race, sex, LGBTQIA, religion, age, ability, national origin, and intersectionality in organizations and about issues various groups face, including discrimination. Provides practical insight into subconscious/implicit bias, team diversity, and diversity management in the United States and abroad. Goal is to learn to work with diverse groups to create a productive organization in which everyone feels included. ### requirements text Junior standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 95296208bb8eec6f47ae8dc9113dfb858d8321c51835e3825e988c46c9bca2b6 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary MHR 617: Diversity in Organizations explores workplace diversity challenges, management techniques, and strategies for inclusion. ### llm topics * Demographic groups and their history * Dimensions of diversity: race, sex, LGBTQIA, religion, age, ability, national origin * Discrimination and issues faced by various groups * Subconscious bias and global diversity management ### llm skills * Techniques to manage diversity effectively * Understanding subconscious bias and team diversity * Creating inclusive and productive organizations ### llm assumed background None recorded. ### llm search phrases * workplace diversity management * implicit bias in organizations * diversity dimensions race gender * inclusive organization strategies ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash a24687b6b2691443207ba1468288826ac0fc381b65460eab5c21f2e9c8df7ea9 #### course id MHR 617 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2024: 3.38 GPA, 62.5% A/AB (n=24 letter grades); Spring 2025: 3.96 GPA, 100.0% A/AB (n=13 letter grades); Spring 2026: 3.84 GPA, 94.7% A/AB (n=19 letter grades). ```json { "citations": [ { "course_id": "MHR 617", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ec83a03b-1fcd-39d6-b1a0-2c67801ff915", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "MHR 617", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ec83a03b-1fcd-39d6-b1a0-2c67801ff915", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MHR 617", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "ec83a03b-1fcd-39d6-b1a0-2c67801ff915", "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 None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Junior standing", "course": null, "evidence": "Junior standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_53a6e022f5544a41a9d77bc4", "source": "madgrades", "source_instructor_id": "3155078", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHIA-JUNG TSAY", "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": 3.848, "graded": 455, "counts": [ 389, 18, 38, 0, 9, 0, 1 ], "sections": 23 }, "instructor_url": "/instructors/CHIA-JUNG_TSAY--instructor_53a6e022f5544a41a9d77bc4" }, { "instructor_uid": "instructor_11472f244e5c856f872393ee", "source": "madgrades", "source_instructor_id": "6152756", "identity_basis": "source_id", "identity_status": "source_identified", "name": "STEPHANIE CHEN", "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": 3.738, "graded": 239, "counts": [ 142, 77, 14, 4, 2, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/STEPHANIE_CHEN" }, { "instructor_uid": "instructor_ce6b72bdd8afd33853d25754", "source": "madgrades", "source_instructor_id": "6904021", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DEIDRE GARRETT", "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": 3.842, "graded": 19, "counts": [ 16, 2, 0, 0, 1, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/DEIDRE_GARRETT--instructor_ce6b72bdd8afd33853d25754" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MHR 617", "course_uid": "course_affbc4321a2dfbff6d11173b", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Chia-Jung Tsay" ], "a": 16, "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": 16, "source_aliases": [ "MHR 617" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MHR 617", "course_uid": "course_affbc4321a2dfbff6d11173b", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Chia-Jung Tsay" ], "a": 21, "ab": 0, "b": 0, "bc": 0, "c": 1, "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": [ "MHR 617" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MHR 617", "course_uid": "course_affbc4321a2dfbff6d11173b", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Chia-Jung Tsay" ], "a": 13, "ab": 2, "b": 4, "bc": 0, "c": 5, "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": 24, "source_aliases": [ "MHR 617" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MHR 617", "course_uid": "course_affbc4321a2dfbff6d11173b", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Chia-Jung Tsay", "STEPHANIE CHEN" ], "a": 12, "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": 13, "source_aliases": [ "MHR 617" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MHR 617", "course_uid": "course_affbc4321a2dfbff6d11173b", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "DEIDRE GARRETT" ], "a": 16, "ab": 2, "b": 0, "bc": 0, "c": 1, "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": [ "MHR 617" ] } ] ``` ### statistics #### gpa 3.782 #### graded 94 #### counts * 78 * 5 * 4 * 0 * 7 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_affbc4321a2dfbff6d11173b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_affbc4321a2dfbff6d11173b-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_affbc4321a2dfbff6d11173b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_affbc4321a2dfbff6d11173b-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_affbc4321a2dfbff6d11173b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_affbc4321a2dfbff6d11173b-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.7819148936170213 #### count 94 #### university ##### size 3252 ##### gpa Percentile 55 ##### count Percentile 47 ##### median Count 100 ##### 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 | 14 | false | | 2.8–3.2 | 214 | false | | 3.2–3.6 | 842 | false | | 3.6–4.0 | 2181 | true | #### departments ```json [ { "subject": "MHR", "comparison": { "size": 40, "gpaPercentile": 54, "countPercentile": 41, "medianCount": 119.5, "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": 8, "current": false }, { "range": "3.6–4.0", "count": 32, "current": true } ] } } ] ``` ### terms #### 1234 ##### term 1234 ##### gpa 4 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | MHR | | #### 1242 ##### term 1242 ##### gpa 3.909090909090909 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | MHR | | #### 1244 ##### term 1244 ##### gpa 3.375 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | MHR | | #### 1254 ##### term 1254 ##### gpa 3.9615384615384617 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | MHR | | #### 1264 ##### term 1264 ##### gpa 3.8421052631578947 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | MHR | | ### benchmarks #### all ##### school ###### size 3252 ###### gpa 3.6790445240362155 ###### top Share 83.14690077493779 ###### count 100 ##### MHR ###### size 40 ###### gpa 3.7485865819202666 ###### top Share 87.4894993588731 ###### count 119.5 #### terms ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### MHR ###### size 15 ###### gpa 3.6796336120822173 ###### top Share 84.63163473406175 ###### count 67 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### MHR ###### size 16 ###### gpa 3.7676257097531796 ###### top Share 86.69063643186792 ###### count 70.5 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### MHR ###### size 20 ###### gpa 3.7145770777225 ###### top Share 85.30036593342922 ###### count 52.5 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### MHR ###### size 16 ###### gpa 3.7279133352533855 ###### top Share 87.84863926346938 ###### count 62 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### MHR ###### size 15 ###### gpa 3.6881617401515574 ###### top Share 85.59922155991862 ###### count 68 ## instructor Trends ```json [ { "uid": "instructor_53a6e022f5544a41a9d77bc4", "name": "CHIA-JUNG TSAY", "count": 75, "terms": [ { "term": "1234", "count": 16, "sections": 1, "gpa": 4 }, { "term": "1242", "count": 22, "sections": 1, "gpa": 3.909090909090909 }, { "term": "1244", "count": 24, "sections": 1, "gpa": 3.375 }, { "term": "1254", "count": 13, "sections": 1, "gpa": 3.9615384615384617 } ] }, { "uid": "instructor_ce6b72bdd8afd33853d25754", "name": "DEIDRE GARRETT", "count": 19, "terms": [ { "term": "1264", "count": 19, "sections": 1, "gpa": 3.8421052631578947 } ] }, { "uid": "instructor_11472f244e5c856f872393ee", "name": "STEPHANIE CHEN", "count": 13, "terms": [ { "term": "1254", "count": 13, "sections": 1, "gpa": 3.9615384615384617 } ] } ] ``` ## following None recorded.