# ACCTIS 971: Seminar in Accounting Research | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ACCTIS_971) ## 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 0938294a6c8dbfbe8605b5926eadab5d8c68ab845a834fe4268550a30f9bff3e ### course id ACCTIS 971 ### course uid course\_1928d4a42dc63717486143ee ### catalog version id cb342b4c9bb026902c007b16921a1dc6115877e733796a28e4ff89b39735b70c ### course number 971 ### subjects * ACCTIS ### title SEMINAR IN ACCOUNTING RESEARCH ### description Provides the tools needed for educated consumption of accounting research. Examines and synthesizes relevant accounting research to identify important research questions. Develops the knowledge and skills needed to conduct accounting research through discussion, presentations, and writing assignments. ### requirements text Declared in Business PHD ### credits min 3 ### credits max 3 ### credit offering ids * 1272:232:003037 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id fb3c7eda095954137f867c738cec19853895e121e77414aa0b247ebf3453725c ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ACCTIS 971 is a PhD seminar that teaches tools for consuming and conducting accounting research through discussion and writing. ### llm topics * Accounting research literature * Research question formulation ### llm skills * Conduct accounting research * Synthesize accounting research * Identify research questions ### llm assumed background None recorded. ### llm search phrases * accounting research methods * PhD seminar accounting * research question identification * academic writing accounting ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 0e9cdd31474f4e65af484593b2b09fdbdc55b241179ef75455cbbf95fc761415 #### course id ACCTIS 971 #### current instructors ```json [ { "instructor_uid": "instructor_1ea6d0be31952cdb53783526", "message": "No course-specific reviews available", "name": "Dain Donelson", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3098077", "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90 #### quick take Recent recorded grades — Spring 2019: 3.75 GPA, 83.3% A/AB (n=6 letter grades); Spring 2022: 3.88 GPA, 100.0% A/AB (n=4 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades). ```json { "citations": [ { "course_id": "ACCTIS 971", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "04138b68-4660-336a-9793-a7e8327954a5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "ACCTIS 971", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "04138b68-4660-336a-9793-a7e8327954a5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ACCTIS 971", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "04138b68-4660-336a-9793-a7e8327954a5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history DAIN DONELSON is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ACCTIS 971", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "04138b68-4660-336a-9793-a7e8327954a5", "source_record": { "entity_id": "04138b68-4660-336a-9793-a7e8327954a5", "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": "Declared in Business PHD", "course": null, "evidence": "Declared in Business PHD", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_1ea6d0be31952cdb53783526", "source": "enrollment", "source_instructor_id": "ddonelson", "identity_basis": "netid", "identity_status": 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"name": "DANIEL WANGERIN", "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": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2693771", "source_url": "https://www.ratemyprofessors.com/professor/2693771", "match_basis": "exact_name", "observed_at": "2026-09-07 16:45:44.319454+00:00", "courses": { "course_9b2e2b0c576f857dcfc9e451": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.515, "graded": 745, "counts": [ 352, 161, 184, 13, 29, 5, 1 ], "sections": 26 }, "instructor_url": "/instructors/DANIEL_WANGERIN--instructor_ee57516bd01bbb575dc41089" }, { "instructor_uid": "instructor_aa0a1f53a60b1b0de8ac5ec3", "source": "madgrades", "source_instructor_id": "5443845", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAN LYNCH", "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": 6, "quality": 4.33, "difficulty": 3.83, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:2490726", "source_url": "https://www.ratemyprofessors.com/professor/2490726", "match_basis": "exact_name", "observed_at": "2026-09-07 16:46:31.206184+00:00", "courses": {}, "bayesian_quality": 3.8143736796512275, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.343, "graded": 648, "counts": [ 182, 181, 209, 61, 11, 3, 1 ], "sections": 59 }, "instructor_url": "/instructors/DAN_LYNCH--instructor_aa0a1f53a60b1b0de8ac5ec3" }, { "instructor_uid": "instructor_7387af3a01de53505b72b76f", "source": "madgrades", "source_instructor_id": "3115634", "identity_basis": "source_id", "identity_status": "source_identified", "name": "EMILY GRIFFITH", "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": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1966317", "source_url": "https://www.ratemyprofessors.com/professor/1966317", "match_basis": "exact_name", "observed_at": "2026-09-07 16:41:06.096576+00:00", "courses": {}, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.473, "graded": 863, "counts": [ 323, 244, 233, 52, 11, 0, 0 ], "sections": 42 }, "instructor_url": "/instructors/EMILY_GRIFFITH--instructor_7387af3a01de53505b72b76f" }, { "instructor_uid": "instructor_25070eb716966beee1c84f55", "source": "madgrades", "source_instructor_id": "6686489", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAIN DONELSON", "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": 2, "quality": 3, "difficulty": 3, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3098077", "source_url": "https://www.ratemyprofessors.com/professor/3098077", "match_basis": "exact_name", "observed_at": "2026-09-07 16:46:33.579767+00:00", "courses": {}, "bayesian_quality": 3.5997143486787233, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.534, "graded": 194, "counts": [ 69, 73, 50, 0, 2, 0, 0 ], "sections": 8 }, "instructor_url": "/instructors/DAIN_DONELSON--instructor_25070eb716966beee1c84f55" }, { "instructor_uid": "instructor_1ea6d0be31952cdb53783526", "source": "enrollment", "source_instructor_id": "ddonelson", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dain Donelson", "email": "DDONELSON@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", "ratings": { "review_count": 2, "quality": 3, "difficulty": 3, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3098077", "source_url": "https://www.ratemyprofessors.com/professor/3098077", "match_basis": "exact_name", "observed_at": "2026-09-07 16:46:33.579767+00:00", "courses": {}, "bayesian_quality": 3.5997143486787233, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/DAIN_DONELSON" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACCTIS 971", "course_uid": "course_1928d4a42dc63717486143ee", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "Brian Mayhew" ], "a": 7, "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": 7, "source_aliases": [ "ACCTIS 971" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACCTIS 971", "course_uid": "course_1928d4a42dc63717486143ee", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "JON DAVIS", "Prof John Wild" ], "a": 7, "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": 7, "source_aliases": [ "ACCTIS 971" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACCTIS 971", "course_uid": "course_1928d4a42dc63717486143ee", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "JOHN W. EICHENSEHER" ], "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": [ "ACCTIS 971" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACCTIS 971", "course_uid": "course_1928d4a42dc63717486143ee", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "Brian Mayhew", "Prof John Wild" ], "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": [ "ACCTIS 971" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ACCTIS 971", "course_uid": "course_1928d4a42dc63717486143ee", 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"passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "ACCTIS 971" ] } ] ``` ### statistics #### gpa 3.889 #### graded 81 #### counts * 67 * 10 * 4 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1928d4a42dc63717486143ee-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1928d4a42dc63717486143ee-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1928d4a42dc63717486143ee-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1928d4a42dc63717486143ee-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_1928d4a42dc63717486143ee-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_1928d4a42dc63717486143ee-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1928d4a42dc63717486143ee-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1928d4a42dc63717486143ee-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends ```json [ { "uid": "instructor_29ce8cecbda15ea9e27a21c1", "name": "BRIAN MAYHEW", "count": 26, "terms": [ { "term": "1072", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1112", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1132", "count": 6, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1154", "count": 7, "sections": 1, "gpa": 3.642857142857143 } ] }, { "uid": "instructor_caa22d0afe9f2fe8f1904b9d", "name": "JON DAVIS", "count": 13, "terms": [ { "term": "1074", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1114", "count": 6, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_79c71d6b3a305dbd6ddd93fe", "name": "STACIE LAPLANTE", "count": 12, "terms": [ { "term": "1172", "count": 6, "sections": 1, "gpa": 3.75 }, { "term": "1192", "count": 6, "sections": 1, "gpa": 3.9166666666666665 } ] }, { "uid": "instructor_6bd6e2f103958947ae98866a", "name": "TERRY WARFIELD", "count": 8, "terms": [ { "term": "1124", "count": 8, "sections": 1, "gpa": 3.875 } ] }, { "uid": "instructor_aa0a1f53a60b1b0de8ac5ec3", "name": "DAN LYNCH", "count": 7, "terms": [ { "term": "1262", "count": 7, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_1e1fb2ca708f701c8d8490a2", "name": "KARLA ZEHMS", "count": 6, "terms": [ { "term": "1194", "count": 6, "sections": 1, "gpa": 3.75 } ] }, { "uid": "instructor_9fbf202116904897f5b077a5", "name": "GARY HECHT", "count": 5, "terms": [ { "term": "1134", "count": 5, "sections": 1, "gpa": 3.9 } ] }, { "uid": "instructor_ee57516bd01bbb575dc41089", "name": "DANIEL WANGERIN", "count": 4, "terms": [ { "term": "1224", "count": 4, "sections": 1, "gpa": 3.875 } ] } ] ``` ## following None recorded.