# ISYE/POPHLTH 875: Cost Effectiveness Analysis in Health and Healthcare | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ISYE_POPHLTH_875) ## 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 d70fc02499432d17d7dbe8b025d0c3806c24eb11fc9dd9413bca63b9d057c9bc ### course id ISYE/POPHLTH 875 ### course uid course\_613c146cbacd30cc75dc444d ### catalog version id 1984f5825650eb74e0a0b8c2b6e1e1750f2d50ff1887df0fd6438a8c2316417c ### course number 875 ### subjects * ISYE * POPHLTH ### title COST EFFECTIVENESS ANALYSIS IN HEALTH AND HEALTHCARE ### description Basic ideas and tools of cost effectiveness analysis as applied in evaluating medical technologies. Addresses special problems and methods in assessing diagnostic technologies, including ROC analysis, and in measuring health for technology assessment. Uses "classical" and current journal literature. ### requirements text SOC/​POP HLTH  797andPOP HLTH/​B M I  552 ### credits min 3 ### credits max 3 ### credit offering ids * 1272:490:016300 * 1272:810:016300 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id a63a8813726d23b646340191a0918cdc9f17cea91bccb2f7437296c5082cb608 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Covers cost effectiveness analysis, ROC analysis, and health measurement for evaluating medical technologies and diagnostic tools. ### llm topics * Cost effectiveness analysis * ROC analysis * Health measurement for technology assessment ### llm skills * Cost effectiveness analysis for medical technologies * ROC analysis and health measurement for technology assessment * Critical evaluation of medical technology literature ### llm assumed background * Epidemiologic study design and statistical regression methods for population health * Foundational biostatistics including hypothesis testing, regression, and inference ### llm search phrases * cost effectiveness analysis healthcare * ROC analysis diagnostic technologies * health technology assessment methods * ISYE 875 cost effectiveness * POPHLTH 875 health economics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 5945dfaeb3be1a2aeac2b184f3d9cdc11e25a747d12538e5181e33f5e3a70bdc #### course id ISYE/POPHLTH 875 #### current instructors ```json [ { "instructor_uid": "instructor_3a404932b610a5bf24fb2dcc", "message": "No course-specific reviews available", "name": "Marietou Ouayogode", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "ISYE/POPHLTH 875", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "source_record": { "entity_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "ISYE/POPHLTH 875", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "source_record": { "entity_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Spring 2025: 3.86 GPA, 85.7% A/AB (n=7 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2018: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2024: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Spring 2025: 3.86 GPA, 85.7% A/AB (n=7 letter grades). ```json { "citations": [ { "course_id": "ISYE/POPHLTH 875", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "ISYE/POPHLTH 875", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "ISYE/POPHLTH 875", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MARIETOU OUAYOGODE is recorded teaching in Fall 2021, Fall 2022, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ISYE/POPHLTH 875", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "source_record": { "entity_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ISYE/POPHLTH 875", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "source_record": { "entity_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ISYE/POPHLTH 875", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "source_record": { "entity_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "ISYE/POPHLTH 875", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "source_record": { "entity_id": "a654750f-4ffd-3f51-bd55-d8651ef92fd5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "SOC/POP HLTH 797andPOP HLTH/B M I 552", "id": "n0", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 797, "minimum_grade": null, "subjects": [ "POPHLTH", "SOC" ], "timing": "prior" }, "evidence": "SOC/POP HLTH 797", "id": "n1", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 552, "minimum_grade": null, "subjects": [ "BMI", "POPHLTH" ], "timing": "prior" }, "evidence": "POP HLTH/B M I 552", "id": "n2", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------------ | ---------------------------- | -------------------------------- | -------------------------------- | -------------------------------- | | instructor\_3a404932b610a5bf24fb2dcc | enrollment | ouayogode | netid | source\_identified | Marietou Ouayogode | MARIETOU.OUAYOGODE\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MARIETOU\_OUAYOGODE | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:490:016300", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1272", "source_course_id": "016300", "source_subject_id": "490", "title": "Cost Effectiveness Analysis in Health and Healthcare", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:810:016300", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1272", "source_course_id": "016300", "source_subject_id": "810", "title": "Cost Effectiveness Analysis in Health and Healthcare", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:37043", "term_id": "1272", "source_section_id": "37043", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 15, "enrolled": 0, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:36988", "term_id": "1272", "source_section_id": "36988", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 15, "enrolled": 4, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_a658f0b385e1b76b2fbef803", "source": "madgrades", "source_instructor_id": "664906", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAVID JOHN VANNESS", "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": 3.869, "graded": 405, "counts": [ 323, 59, 22, 1, 0, 0, 0 ], "sections": 64 }, "instructor_url": "/instructors/DAVID_JOHN_VANNESS--instructor_a658f0b385e1b76b2fbef803" }, { "instructor_uid": "instructor_e73dd76870c34dbd5a51d722", "source": "madgrades", "source_instructor_id": "6240313", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARIETOU OUAYOGODE", "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": 3.848, "graded": 33, "counts": [ 27, 3, 2, 1, 0, 0, 0 ], "sections": 9 }, "instructor_url": "/instructors/MARIETOU_OUAYOGODE--instructor_e73dd76870c34dbd5a51d722" }, { "instructor_uid": "instructor_3a404932b610a5bf24fb2dcc", "source": "enrollment", "source_instructor_id": "ouayogode", "identity_basis": "netid", "identity_status": "source_identified", "name": "Marietou Ouayogode", "email": "MARIETOU.OUAYOGODE@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", "instructor_url": "/instructors/MARIETOU_OUAYOGODE" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "DAVID JOHN VANNESS" ], "a": 12, "ab": 3, "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": 15, "source_aliases": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "DAVID JOHN VANNESS" ], "a": 11, "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": 12, "source_aliases": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "DAVID JOHN VANNESS" ], "a": 15, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, 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2013", "instructors": [ "DAVID JOHN VANNESS" ], "a": 12, "ab": 3, "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": 15, "source_aliases": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "DAVID JOHN VANNESS" ], "a": 8, "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": 9, "source_aliases": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "DAVID JOHN VANNESS" ], "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": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "DAVID JOHN VANNESS" ], "a": 6, "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": 6, "source_aliases": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "DAVID JOHN VANNESS" ], "a": 9, "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": 9, "source_aliases": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "DAVID JOHN VANNESS" ], "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": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Marietou Ouayogode" ], "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": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Marietou Ouayogode" ], "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": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Marietou Ouayogode" ], "a": 9, "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": 1, "other": 0, "total": 10, "source_aliases": [ "ISYE/POPHLTH 875" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/POPHLTH 875", "course_uid": "course_613c146cbacd30cc75dc444d", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Marietou Ouayogode" ], "a": 6, "ab": 0, "b": 1, "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": [ "ISYE/POPHLTH 875" ] } ] ``` ### statistics #### gpa 3.931 #### graded 137 #### counts * 121 * 13 * 3 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_613c146cbacd30cc75dc444d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_613c146cbacd30cc75dc444d-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_613c146cbacd30cc75dc444d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_613c146cbacd30cc75dc444d-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_613c146cbacd30cc75dc444d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_613c146cbacd30cc75dc444d-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_613c146cbacd30cc75dc444d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_613c146cbacd30cc75dc444d-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.9306569343065694 #### count 137 #### university ##### size 4500 ##### gpa Percentile 83 ##### count Percentile 51 ##### median Count 133.5 ##### 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 | 0 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 392 | false | | 3.2–3.6 | 1364 | false | | 3.6–4.0 | 2724 | true | #### departments ```json [ { "subject": "ISYE", "comparison": { "size": 61, "gpaPercentile": 85, "countPercentile": 43, "medianCount": 154, "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": 3, "current": false }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 41, "current": true } ] } }, { "subject": "POPHLTH", "comparison": { "size": 29, "gpaPercentile": 82, "countPercentile": 46, "medianCount": 149, "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": 7, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.9 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1082 ##### term 1082 ##### gpa 3.9583333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1094 ##### term 1094 ##### gpa 4 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1104 ##### term 1104 ##### gpa 3.888888888888889 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1114 ##### term 1114 ##### gpa 3.8333333333333335 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1124 ##### term 1124 ##### gpa 3.861111111111111 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1134 ##### term 1134 ##### gpa 3.9 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1144 ##### term 1144 ##### gpa 3.9444444444444446 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1164 ##### term 1164 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1174 ##### term 1174 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1184 ##### term 1184 ##### gpa 4 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1244 ##### term 1244 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | #### 1254 ##### term 1254 ##### gpa 3.857142857142857 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | POPHLTH | | ### benchmarks #### all ##### school ###### size 4500 ###### gpa 3.6382967779464654 ###### top Share 80.51765785614577 ###### count 133.5 ##### ISYE ###### size 61 ###### gpa 3.6619501688008036 ###### top Share 82.16286036334664 ###### count 154 ##### POPHLTH ###### size 29 ###### gpa 3.752431607677002 ###### top Share 87.40970389410307 ###### count 149 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### ISYE ###### size 12 ###### gpa 3.4056079638285452 ###### top Share 65.2521379730913 ###### count 39 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### ISYE ###### size 12 ###### gpa 3.5102873708512288 ###### top Share 73.77337837858025 ###### count 43 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### ISYE ###### size 11 ###### gpa 3.412841793537643 ###### top Share 66.98646701950561 ###### count 44 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### ISYE ###### size 13 ###### gpa 3.5687689324418694 ###### top Share 73.75416475235485 ###### count 44 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### ISYE ###### size 18 ###### gpa 3.5162768347554625 ###### top Share 75.28474381169617 ###### count 44.5 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### ISYE ###### size 14 ###### gpa 3.4927104441409336 ###### top Share 71.50317287737518 ###### count 52 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### ISYE ###### size 15 ###### gpa 3.5190347673022537 ###### top Share 74.22854110198433 ###### count 51 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### ISYE ###### size 19 ###### gpa 3.629939118306125 ###### top Share 80.5561261302253 ###### count 49 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### ISYE ###### size 20 ###### gpa 3.548290744949521 ###### top Share 73.96475892889286 ###### count 57.5 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### ISYE ###### size 22 ###### gpa 3.5566129214689735 ###### top Share 75.3813579514971 ###### count 57 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### ISYE ###### size 24 ###### gpa 3.5982967550887195 ###### top Share 79.26400318090532 ###### count 48.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### ISYE ###### size 24 ###### gpa 3.6150976595453543 ###### top Share 79.79311993423791 ###### count 53 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### ISYE ###### size 21 ###### gpa 3.5955893406830746 ###### top Share 77.54199035575564 ###### count 55 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### ISYE ###### size 22 ###### gpa 3.6580253054677003 ###### top Share 83.06204049789541 ###### count 58 ## instructor Trends ```json [ { "uid": "instructor_a658f0b385e1b76b2fbef803", "name": "DAVID JOHN VANNESS", "count": 121, "terms": [ { "term": "1072", "count": 15, "sections": 1, "gpa": 3.9 }, { "term": "1082", "count": 12, "sections": 1, "gpa": 3.9583333333333335 }, { "term": "1094", "count": 15, "sections": 1, "gpa": 4 }, { "term": "1104", "count": 9, "sections": 1, "gpa": 3.888888888888889 }, { "term": "1114", "count": 6, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1124", "count": 18, "sections": 1, "gpa": 3.861111111111111 }, { "term": "1134", "count": 15, "sections": 1, "gpa": 3.9 }, { "term": "1144", "count": 9, "sections": 1, "gpa": 3.9444444444444446 }, { "term": "1164", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1174", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1184", "count": 7, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_e73dd76870c34dbd5a51d722", "name": "MARIETOU OUAYOGODE", "count": 16, "terms": [ { "term": "1244", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 7, "sections": 1, "gpa": 3.857142857142857 } ] } ] ``` ## following None recorded.