# S\&APHM 711: Research Methods for Pharmaceutical Outcomes and Policy Research | UW–Madison [View on UW Courses](https://uwcourses.com/courses/S%26APHM_711) ## 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 dca662d27b06cc2b30f6d69dc427d2499b6b05c1eaa5676c11156f01bc92d484 ### course id S\&APHM 711 ### course uid course\_e7b466758c2aa9a9d31adbcb ### catalog version id ed69fb99de0c7782cca5f29162d9ce5452ed1e7c93c445d86a4d986e23b98445 ### course number 711 ### subjects * S\&APHM ### title RESEARCH METHODS FOR PHARMACEUTICAL OUTCOMES AND POLICY RESEARCH ### description Development of skills in the methods, techniques, and problems encountered in conducting evaluations of pharmaceutical services, programs, and policies. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id a9f4dfb9c476540673e3e98d4774897a03bfb7cc60aa27957e7aa2496e91f044 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Research methods course for graduate students focusing on evaluation techniques for pharmaceutical services, programs, and policies. ### llm topics * Pharmaceutical services evaluation * Pharmaceutical program evaluation * Pharmaceutical policy evaluation ### llm skills * Conducting evaluations of pharmaceutical services, programs, and policies ### llm assumed background * Graduate or professional student standing ### llm search phrases * pharmaceutical outcomes research * pharmacy policy evaluation * health services research methods * pharmaceutical services assessment ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 61d45cafb371c814dae2cda2f9000bf4fc4be3e429912afa839eaf4b67e49dcf #### course id S\&APHM 711 #### 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 2018: 3.72 GPA, 88.9% A/AB (n=9 letter grades); Fall 2022: 3.80 GPA, 90.0% A/AB (n=10 letter grades); Fall 2024: 3.93 GPA, 100.0% A/AB (n=7 letter grades). ```json { "citations": [ { "course_id": "S&APHM 711", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "bab5a27a-7b7f-36c8-aaf7-604144a11bdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "S&APHM 711", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "bab5a27a-7b7f-36c8-aaf7-604144a11bdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "S&APHM 711", "run_id": "20260907T155543-ce3781c4", 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"1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "S&APHM 711", "course_uid": "course_e7b466758c2aa9a9d31adbcb", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "David Mott" ], "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": [ "S&APHM 711" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "S&APHM 711", "course_uid": "course_e7b466758c2aa9a9d31adbcb", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "David Mott", "JOSHUA THORPE" ], "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": 6, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "S&APHM 711" ] }, 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0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "S&APHM 711" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "S&APHM 711", "course_uid": "course_e7b466758c2aa9a9d31adbcb", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "David Mott", "KEVIN LOOK" ], "a": 6, "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": 7, "source_aliases": [ "S&APHM 711" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "S&APHM 711", "course_uid": "course_e7b466758c2aa9a9d31adbcb", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "David Mott", "KEVIN LOOK" ], "a": 5, "ab": 3, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, 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"f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "S&APHM 711" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "S&APHM 711", "course_uid": "course_e7b466758c2aa9a9d31adbcb", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "David Mott", "KEVIN LOOK" ], "a": 6, "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": 7, "source_aliases": [ "S&APHM 711" ] } ] ``` ### statistics #### gpa 3.833 #### graded 33 #### counts * 24 * 7 * 2 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * 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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 | 2 | false | | 2.4–2.8 | 19 | false | | 2.8–3.2 | 370 | false | | 3.2–3.6 | 1181 | false | | 3.6–4.0 | 2201 | true | #### departments | subject | comparison | | ------- | ---------- | | S\&APHM | | ### terms #### 1172 ##### term 1172 ##### gpa 3.9285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | S\&APHM | | #### 1192 ##### term 1192 ##### gpa 3.7222222222222223 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | S\&APHM | | #### 1232 ##### term 1232 ##### gpa 3.8 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | S\&APHM | | #### 1252 ##### term 1252 ##### gpa 3.9285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | S\&APHM | | ### benchmarks #### all ##### school ###### size 3773 ###### gpa 3.6235236331503886 ###### top Share 79.53226934279944 ###### count 133 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 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 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ## instructor Trends ```json [ { "uid": "instructor_6195eb94a2340d74ce57ff55", "name": "KEVIN LOOK", "count": 33, "terms": [ { "term": "1172", "count": 7, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1192", "count": 9, "sections": 1, "gpa": 3.7222222222222223 }, { "term": "1232", "count": 10, "sections": 1, "gpa": 3.8 }, { "term": "1252", "count": 7, "sections": 1, "gpa": 3.9285714285714284 } ] }, { "uid": "instructor_6a520addd25b80d01ef8d1fa", "name": "DAVID MOTT", "count": 33, "terms": [ { "term": "1172", "count": 7, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1192", "count": 9, "sections": 1, "gpa": 3.7222222222222223 }, { "term": "1232", "count": 10, "sections": 1, "gpa": 3.8 }, { "term": "1252", "count": 7, "sections": 1, "gpa": 3.9285714285714284 } ] } ] ``` ## following None recorded.