# Douglas Wiegmann — Courses & Reviews | UW–Madison [View on UW Courses](https://uwcourses.com/instructors/DOUGLAS_WIEGMANN) ## 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 | ## instructor ### instructor uid instructor\_e72870af9e6f9d480d0f970f ### source enrollment ### source instructor id dawiegmann ### identity basis netid ### identity status source\_identified ### name Douglas Wiegmann ### email DAWIEGMANN\@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 1 #### quality 4 #### difficulty 2 #### quality count 1 #### difficulty count 1 #### profile id rmp:2451001 #### source url #### match basis exact\_name #### observed at 2026-09-07 16:43:09.130837+00:00 #### courses ##### course 0bf7d1fc20304def0233e765 ###### review count 1 ###### quality 4 ###### difficulty 2 ###### quality count 1 ###### difficulty count 1 #### bayesian quality 3.675891222425329 #### prior mean 3.6596857835465957 #### prior weight 20 ### current true ### courses | course\_uid | course\_id | title | credits\_min | credits\_max | gpa | | -------------------------------- | ---------- | ---------------------------------------- | ------------ | ------------ | ----- | | course\_18efedd674380b401058b9b1 | ISYE 990 | RESEARCH AND THESIS | 1 | 6 | | | course\_1e5b3f18d828389ddca5827e | ISYE 890 | PRE-DISSERTATOR'S RESEARCH | 1 | 9 | | | course\_68b62f41b18e02f3a548bcea | ISYE 555 | HUMAN PERFORMANCE AND ACCIDENT CAUSATION | 3 | 3 | 3.857 | | course\_7029dbe1331dc04d405f91e2 | ISYE 699 | ADVANCED INDEPENDENT STUDY | 1 | 5 | 3.991 | | course\_aa3bee871da073b062e1808c | ISYE 790 | MASTER'S RESEARCH AND THESIS | 1 | 9 | | | course\_cc8158a56275e6ed9b4b9206 | ISYE 999 | ADVANCED INDEPENDENT STUDY | 1 | 6 | | ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### instructor url /instructors/DOUGLAS\_WIEGMANN ## history | term | course\_uid | course\_id | title | | ---- | -------------------------------- | ---------- | ---------------------------------------- | | 1272 | course\_68b62f41b18e02f3a548bcea | ISYE 555 | HUMAN PERFORMANCE AND ACCIDENT CAUSATION | | 1272 | course\_7029dbe1331dc04d405f91e2 | ISYE 699 | ADVANCED INDEPENDENT STUDY | | 1272 | course\_aa3bee871da073b062e1808c | ISYE 790 | MASTER'S RESEARCH AND THESIS | | 1272 | course\_1e5b3f18d828389ddca5827e | ISYE 890 | PRE-DISSERTATOR'S RESEARCH | | 1272 | course\_18efedd674380b401058b9b1 | ISYE 990 | RESEARCH AND THESIS | | 1272 | course\_cc8158a56275e6ed9b4b9206 | ISYE 999 | ADVANCED INDEPENDENT STUDY | ## timeline | term | courses | | ---- | ------- | | 1272 | 6 | ## term 1272 ## courses ```json [ { "course_uid": "course_68b62f41b18e02f3a548bcea", "course_id": "ISYE 555", "title": "HUMAN PERFORMANCE AND ACCIDENT CAUSATION", "credits_min": 3, "credits_max": 3, "gpa": 3.857, "badges": [ { "id": "grade-outcomes", "label": "Higher grades", "tone": "positive", "evidence": "Fall 2025 · latest released grades before Fall 2026: 3.98 GPA across 47 letter grades, versus 3.63 for UW–Madison (1320 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.", "sources": [ { "label": "Grade history and sources", "href": "/courses/ISYE_555#grades" } ] }, { "id": "lecture-size", "label": "Small lectures", "tone": "neutral", "evidence": "Fall 2026: median 24 enrolled students across 1 recorded lecture section. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.", "sources": [ { "label": "Sections and enrollment", "href": "/courses/ISYE_555#schedule" } ] } ], "description": "ISYE 555 provides a systems view of accident causation, focusing on human performance limitations, causation models, and safety program evaluation.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 147, 7, 4, 0, 1, 0, 0 ], "count": 159, "gpa": 3.940251572327044, "topShare": 96.85534591194968, "firstTerm": "1232", "lastTerm": "1262" }, "instructors": [ { "course_uid": "course_68b62f41b18e02f3a548bcea", "uid": "instructor_e72870af9e6f9d480d0f970f", "name": "Douglas Wiegmann", "quality": 3.675891222425329, "quality_count": 1, "instructor_url": "/instructors/DOUGLAS_WIEGMANN" } ], "instructorHistory": { "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "count": 0, "gpa": null, "topShare": null }, "courseComparison": { "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "count": 0, "gpa": null, "topShare": null }, "claim": { "citations": [ { "course_id": "ISYE 555", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "source_record": { "entity_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ISYE 555", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "source_record": { "entity_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ISYE 555", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "source_record": { "entity_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ISYE 555", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "source_record": { "entity_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ISYE 555", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "source_record": { "entity_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ISYE 555", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "source_record": { "entity_id": "50595c11-b666-3a0d-b47b-4c4a66521745", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.92 GPA, 96.0% A/AB (n=50 letter grades); Fall 2024: 3.88 GPA, 94.7% A/AB (n=38 letter grades); Fall 2025: 3.98 GPA, 97.9% A/AB (n=47 letter grades)." }, "reviewFiles": [] } }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "course_id": "ISYE 699", "title": "ADVANCED INDEPENDENT STUDY", "credits_min": 1, "credits_max": 5, "gpa": 3.991, "badges": [ { "id": "rated-teacher", "label": "Highly rated instructor", "tone": "positive", "evidence": "Fall 2026: Hannah Silber (4.07/5 adjusted; 25 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.", "sources": [ { "label": "Hannah Silber", "href": "/instructors/HANNAH_SILBER" } ] } ], "description": "ISYE 699 is an advanced independent study course conducted under faculty supervision.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 90, 4, 1, 0, 0, 0, 0 ], "count": 95, "gpa": 3.968421052631579, "topShare": 98.94736842105263, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_a65bc7d6709365e70eac0328", "name": "Hannah Silber", "quality": 4.070971459354042, "quality_count": 25, "instructor_url": "/instructors/HANNAH_SILBER" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_72eaf1b13da232abd19707d5", "name": "Terry Mann", "quality": 3.9798428917732975, "quality_count": 20, "instructor_url": "/instructors/TERRY_MANN" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_790616eb1b3311e29964b78a", "name": "Carla Michini", "quality": 3.944803614716622, "quality_count": 12, "instructor_url": "/instructors/CARLA_MICHINI" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_6c79317269bbf1f9903ca030", "name": "Jim Luedtke", "quality": 3.8956931729974786, "quality_count": 7, "instructor_url": "/instructors/JIM_LUEDTKE" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_f2883e99c13043ab818163d4", "name": "Oguzhan Alagoz", "quality": 3.79146589873617, "quality_count": 3, "instructor_url": "/instructors/OGUZHAN_ALAGOZ" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_1ff77094c39644d04495ec4e", "name": "Alberto Del Pia", "quality": 3.756918416818997, "quality_count": 8, "instructor_url": "/instructors/ALBERTO_DEL_PIA" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_5447dc2b17dc552a5c4f85d8", "name": "Laura Albert", "quality": 3.7360779850423596, "quality_count": 2, "instructor_url": "/instructors/LAURA_ALBERT" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_01f178d518f575522b9173f0", "name": "Shiyu Zhou", "quality": 3.7360779850423596, "quality_count": 2, "instructor_url": "/instructors/SHIYU_ZHOU" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_a62646ec34c23239fa5028fa", "name": "Tony McDonald", "quality": 3.7360779850423596, "quality_count": 2, "instructor_url": "/instructors/TONY_MCDONALD" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_25eb47fb214352fc2ed33bf7", "name": "John Lee", "quality": 3.722632702533282, "quality_count": 8, "instructor_url": "/instructors/JOHN_LEE" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_e72870af9e6f9d480d0f970f", "name": "Douglas Wiegmann", "quality": 3.675891222425329, "quality_count": 1, "instructor_url": "/instructors/DOUGLAS_WIEGMANN" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", 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"/instructors/JEFFREY_LINDEROTH" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_8bbc8e36f26eb211664cde7f", "name": "Kaibo Liu", "quality": null, "quality_count": null, "instructor_url": "/instructors/KAIBO_LIU" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_2308a0f3735e180d09af9904", "name": "Kevin Ponto", "quality": null, "quality_count": null, "instructor_url": "/instructors/KEVIN_PONTO" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_9a4921f09fda94aa621413f5", "name": "Michael Biehler", "quality": null, "quality_count": null, "instructor_url": "/instructors/MICHAEL_BIEHLER" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_832febb28f1592a37f1c0d8c", "name": "Pengyu Zhang", "quality": null, "quality_count": null, "instructor_url": "/instructors/PENGYU_ZHANG" }, { "course_uid": "course_7029dbe1331dc04d405f91e2", "uid": "instructor_6f26cace428ec0a26bbed4ad", "name": "Raj Veeramani", 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