# PUBAFFR 278: Public Leadership | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PUBAFFR_278) ## 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 38a60f5db78d6774485bee2a68bbfee2ef8212dfe211fdf0a064ababd3fd36c2 ### course id PUBAFFR 278 ### course uid course\_55211e6d31ba1aa80dcec8af ### catalog version id 4e3c4d544848ec546a6629b92b1b04702ff991461a976185a44297db33363c7c ### course number 278 ### subjects * PUBAFFR ### title PUBLIC LEADERSHIP ### description Aims to demystify the role of leadership in a public setting. Draw on research from public management, psychology and organization studies to help students learn how leadership manifests itself in the public sector. This means understanding how to set goals, the motivation of those around you, how to engage and negotiate with stakeholders, managing change, making decisions, and exhibiting ethical behavior. Mix research with practical examples. Starts with the assumption that while there are some general traits relevant across public, private and non-profit sectors, the nature of these sectors is different, and this affects how these traits function in practice. ### requirements text None ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 7d16053b71d0fdc4a914200829665e629a55f3eec49c9f03adcd62e22cfc6fd7 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary PUBLIC LEADERSHIP demystifies public sector leadership by applying research from public management, psychology, and organization studies to practical contexts. ### llm topics * Public management, psychology, and organization studies * Differences between public, private, and non-profit sectors * Practical examples of leadership in practice ### llm skills * Goal setting * Understanding stakeholder motivation * Stakeholder engagement and negotiation * Change management * Decision making * Ethical behavior in public settings ### llm assumed background None recorded. ### llm search phrases * public leadership * public management psychology * stakeholder negotiation * ethical behavior public sector * organizational change management ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash d15b0a1ba6d8f110cfa91e6ee8b1fe4f0acf568e822f356a470ad637a98a8cf1 #### course id PUBAFFR 278 #### 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 — Fall 2021: 3.33 GPA, 62.1% A/AB (n=29 letter grades); Fall 2022: 3.83 GPA, 90.0% A/AB (n=20 letter grades); Fall 2023: 3.76 GPA, 91.3% A/AB (n=23 letter grades). ```json { "citations": [ { "course_id": "PUBAFFR 278", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "664dc64f-0c86-3c75-8c58-3572e7fb43b6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "PUBAFFR 278", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "664dc64f-0c86-3c75-8c58-3572e7fb43b6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "PUBAFFR 278", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "664dc64f-0c86-3c75-8c58-3572e7fb43b6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "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": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_340e26d6a9826a37fcbd7b8f", "source": "madgrades", "source_instructor_id": "528416", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TODD BERRY", "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", "ratings": { "review_count": 8, "quality": 1, "difficulty": 4.88, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:2527233", "source_url": "https://www.ratemyprofessors.com/professor/2527233", "match_basis": "exact_name", "observed_at": "2026-09-07 16:01:28.271665+00:00", "courses": {}, "bayesian_quality": 2.8997755596761396, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.585, "graded": 142, "counts": [ 67, 42, 25, 6, 2, 0, 0 ], "sections": 10 }, "instructor_url": "/instructors/TODD_BERRY--instructor_340e26d6a9826a37fcbd7b8f" }, { "instructor_uid": "instructor_13d86ded8611e56ea389405f", "source": "madgrades", "source_instructor_id": "4385487", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROGER ERVIN", "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": 3.804, "graded": 400, "counts": [ 302, 73, 14, 4, 2, 2, 3 ], "sections": 9 }, "instructor_url": "/instructors/ROGER_ERVIN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 278", "course_uid": "course_55211e6d31ba1aa80dcec8af", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "TODD BERRY" ], "a": 2, "ab": 6, "b": 7, "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": 15, "source_aliases": [ "PUBAFFR 278" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 278", "course_uid": "course_55211e6d31ba1aa80dcec8af", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "TODD BERRY" ], "a": 2, "ab": 6, "b": 2, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 3, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "PUBAFFR 278" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 278", "course_uid": "course_55211e6d31ba1aa80dcec8af", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "ROGER ERVIN" ], "a": 11, "ab": 7, "b": 7, "bc": 2, "c": 1, "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": 29, "source_aliases": [ "PUBAFFR 278" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 278", "course_uid": "course_55211e6d31ba1aa80dcec8af", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "ROGER ERVIN" ], "a": 15, "ab": 3, "b": 2, "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": 20, "source_aliases": [ "PUBAFFR 278" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 278", "course_uid": "course_55211e6d31ba1aa80dcec8af", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "ROGER ERVIN" ], "a": 18, "ab": 3, "b": 1, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "PUBAFFR 278" ] } ] ``` ### statistics #### gpa 3.53 #### graded 99 #### counts * 48 * 25 * 19 * 4 * 1 * 1 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_55211e6d31ba1aa80dcec8af-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_55211e6d31ba1aa80dcec8af-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_55211e6d31ba1aa80dcec8af-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_55211e6d31ba1aa80dcec8af-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_55211e6d31ba1aa80dcec8af-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_55211e6d31ba1aa80dcec8af-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.5303030303030303 #### count 99 #### university ##### size 2984 ##### gpa Percentile 27 ##### count Percentile 51 ##### median Count 96.5 ##### 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 | 11 | false | | 2.8–3.2 | 200 | false | | 3.2–3.6 | 796 | true | | 3.6–4.0 | 1976 | false | #### departments ```json [ { "subject": "PUBAFFR", "comparison": { "size": 22, "gpaPercentile": 24, "countPercentile": 43, "medianCount": 114.5, "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": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` ### terms #### 1202 ##### term 1202 ##### gpa 3.3333333333333335 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1204 ##### term 1204 ##### gpa 3.3333333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1222 ##### term 1222 ##### gpa 3.3275862068965516 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1232 ##### term 1232 ##### gpa 3.825 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1242 ##### term 1242 ##### gpa 3.760869565217391 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | ### benchmarks #### all ##### school ###### size 2984 ###### gpa 3.6758181229478404 ###### top Share 83.04112275289329 ###### count 96.5 ##### PUBAFFR ###### size 22 ###### gpa 3.6960213054947957 ###### top Share 86.16396401106171 ###### count 114.5 #### terms ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### PUBAFFR ###### size 10 ###### gpa 3.6559302930529958 ###### top Share 84.00572242546237 ###### count 43 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ## instructor Trends ```json [ { "uid": "instructor_13d86ded8611e56ea389405f", "name": "ROGER ERVIN", "count": 72, "terms": [ { "term": "1222", "count": 29, "sections": 1, "gpa": 3.3275862068965516 }, { "term": "1232", "count": 20, "sections": 1, "gpa": 3.825 }, { "term": "1242", "count": 23, "sections": 1, "gpa": 3.760869565217391 } ] }, { "uid": "instructor_340e26d6a9826a37fcbd7b8f", "name": "TODD BERRY", "count": 27, "terms": [ { "term": "1202", "count": 15, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1204", "count": 12, "sections": 1, "gpa": 3.3333333333333335 } ] } ] ``` ## following None recorded.