# PUBAFFR 857: Political Economy of Corruption and Good Governance | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PUBAFFR_857) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+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 ca19ee5be1ce2f51b5ca36faeb4b615c789cc021e4ca5248e1f1b9bc8e265b2b ### course id PUBAFFR 857 ### course uid course\_d1520b46166e893b3cd5b0c2 ### catalog version id 44f9a95a2a359f68198a01519fd1de49124baabc819fea46903c8ccc0d0510f4 ### course number 857 ### subjects * PUBAFFR ### title POLITICAL ECONOMY OF CORRUPTION AND GOOD GOVERNANCE ### description Surveys wide range of multidisciplinary research on causes and consequences of widespread corruption and experiences of anticorruption reform strategies, with focus on developing countries. Considers role of international organizations, multinational companies, and regional agreements in building good governance globally. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 85686612c608f8a618742455842d80ac87e80253efd6f5b50e3d8f31fdc410c2 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Surveys multidisciplinary research on corruption causes, consequences, and anticorruption reform strategies in developing countries. ### llm topics * Causes and consequences of widespread corruption * Anticorruption reform strategies * Role of international organizations and multinational companies in global governance ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * corruption causes consequences * anticorruption reform strategies * good governance developing countries * international organizations corruption * multinational companies governance ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 04ba950a29d3b0df54dd9e445c6ae0edd38e9828de80851a87f2059ebe8d76df #### course id PUBAFFR 857 #### 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 2014: 3.60 GPA, 86.7% A/AB (n=15 letter grades); Spring 2015: 3.92 GPA, 100.0% A/AB (n=6 letter grades); Spring 2023: 3.96 GPA, 100.0% A/AB (n=25 letter grades). ```json { "citations": [ { "course_id": "PUBAFFR 857", "run_id": 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#### 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 None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_03714218705f5ec6597c2482", "source": "madgrades", "source_instructor_id": "3213739", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MELANIE MANION", "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": 9, "quality": 4.67, "difficulty": 3.56, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:827445", "source_url": "https://www.ratemyprofessors.com/professor/827445", "match_basis": "exact_name", 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MANION" ], "a": 4, "ab": 12, "b": 2, "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": [ "PUBAFFR 857" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 857", "course_uid": "course_d1520b46166e893b3cd5b0c2", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "MELANIE MANION" ], "a": 5, "ab": 10, "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": 17, "source_aliases": [ "PUBAFFR 857" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 857", "course_uid": "course_d1520b46166e893b3cd5b0c2", "term_id": "1104", 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15:55:43.033547+00:00", "course_id": "PUBAFFR 857", "course_uid": "course_d1520b46166e893b3cd5b0c2", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "MELANIE MANION" ], "a": 5, "ab": 8, "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": 15, "source_aliases": [ "PUBAFFR 857" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 857", "course_uid": "course_d1520b46166e893b3cd5b0c2", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "MELANIE MANION" ], "a": 5, "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": 6, "source_aliases": [ "PUBAFFR 857" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PUBAFFR 857", "course_uid": "course_d1520b46166e893b3cd5b0c2", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Jon Pevehouse" ], "a": 23, "ab": 2, "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": 26, "source_aliases": [ "PUBAFFR 857" ] } ] ``` ### statistics #### gpa 3.707 #### graded 128 #### counts * 64 * 53 * 11 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d1520b46166e893b3cd5b0c2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d1520b46166e893b3cd5b0c2-0.json) #### traces * 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```json [ { "subject": "PUBAFFR", "comparison": { "size": 26, "gpaPercentile": 44, "countPercentile": 72, "medianCount": 83, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.5555555555555554 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1084 ##### term 1084 ##### gpa 3.588235294117647 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1104 ##### term 1104 ##### gpa 3.642857142857143 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1114 ##### term 1114 ##### gpa 3.6153846153846154 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1124 ##### term 1124 ##### gpa 3.7 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1132 ##### term 1132 ##### gpa 3.8 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1144 ##### term 1144 ##### gpa 3.6 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1154 ##### term 1154 ##### gpa 3.9166666666666665 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | #### 1234 ##### term 1234 ##### gpa 3.96 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | PUBAFFR | | ### benchmarks #### all ##### school ###### size 3114 ###### gpa 3.5805029858473887 ###### top Share 76.789847834507 ###### count 108 ##### PUBAFFR ###### size 26 ###### gpa 3.7119053079203104 ###### top Share 87.72101735944541 ###### count 83 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### PUBAFFR ###### size 10 ###### gpa 3.755929146640761 ###### top Share 89.57379929781504 ###### count 49 ## instructor Trends ```json [ { "uid": "instructor_03714218705f5ec6597c2482", "name": "MELANIE MANION", "count": 103, "terms": [ { "term": "1074", "count": 18, "sections": 1, "gpa": 3.5555555555555554 }, { "term": "1084", "count": 17, "sections": 1, "gpa": 3.588235294117647 }, { "term": "1104", "count": 14, "sections": 1, "gpa": 3.642857142857143 }, { "term": "1114", "count": 13, "sections": 1, "gpa": 3.6153846153846154 }, { "term": "1124", "count": 10, "sections": 1, "gpa": 3.7 }, { "term": "1132", "count": 10, "sections": 1, "gpa": 3.8 }, { "term": "1144", "count": 15, "sections": 1, "gpa": 3.6 }, { "term": "1154", "count": 6, "sections": 1, "gpa": 3.9166666666666665 } ] }, { "uid": "instructor_65b4b4d56a0a7022afcb50d1", "name": "JON PEVEHOUSE", "count": 25, "terms": [ { "term": "1234", "count": 25, "sections": 1, "gpa": 3.96 } ] } ] ``` ## following None recorded.