# OTM 451: Service Operations Management | UW–Madison [View on UW Courses](https://uwcourses.com/courses/OTM_451) ## 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 19108a146257fa51b25185b90f7847308b3907799a87f790e3cc319f85b2438d ### course id OTM 451 ### course uid course\_e71e95e797c05044c4982ec1 ### catalog version id 67bd6505f29fa7bf89e62ae98c629f050e79d3eb4c49986145191fd96fc0d747 ### course number 451 ### subjects * OTM ### title SERVICE OPERATIONS MANAGEMENT ### description Application of operations management principles to the analysis of service-delivery systems in profit and nonprofit organizations. Topics include designing service-delivery systems, location and layout, operations planning and control, yield management, technology and information systems, and service quality management. ### requirements text OTM 300 ### credits min 3 ### credits max 3 ### credit offering ids * 1272:238:003204 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id c57a3383f78584a64831d8dd79643dff4e3c97565f45c8f1ca2b7c38864bed1e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary SERVICE OPERATIONS MANAGEMENT applies operations management principles to analyze service-delivery systems in profit and nonprofit organizations. ### llm topics * Service-delivery system design. * Location and layout. * Operations planning and control. * Yield management. * Technology and information systems. * Service quality management. ### llm skills * Designing service-delivery systems. * Location and layout planning. * Operations planning and control. * Yield management. * Technology and information systems integration. * Service quality management. ### llm assumed background * Foundations in operations and supply chain management systems and processes. ### llm search phrases * service operations management * service delivery systems * yield management * service quality management * OTM 451 ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 3d9e59d4cf3504f3bed9304fdf61bf5db9efa813aeb6a8a85ae4e472fdefc527 #### course id OTM 451 #### current instructors ```json [ { "instructor_uid": "instructor_ea27256b6166ed7cb5cbd358", "message": "No course-specific reviews available", "name": "Tim Mcclurg", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload Historical reviews of Timothy McClurg: The course requires significant studying and work for three exams and one major project, but remains manageable. ```json { "citations": [ { "instructor_name": "Timothy McClurg", "review_date": "2025-11-26 16:21:17 +0000 UTC", "review_id": "3b165875f6f2fabd7b524c00", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:450538", "source_review_id": "UmF0aW5nLTQxOTU2NjI5", "source_url": "https://www.ratemyprofessors.com/professor/450538", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Timothy McClurg: Timothy McClurg is described as a sweet instructor who puts effort into making lectures fun, though his logic can be hard to follow. He teaches a doable course structure involving three exams and one major project that requires significant studying. ```json { "citations": [ { "instructor_name": "Timothy McClurg", "review_date": "2025-11-26 16:21:17 +0000 UTC", "review_id": "3b165875f6f2fabd7b524c00", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:450538", "source_review_id": "UmF0aW5nLTQxOTU2NjI5", "source_url": "https://www.ratemyprofessors.com/professor/450538", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Timothy McClurg: Timothy McClurg is a sweet, effortful instructor who makes lectures fun, though his logic can be hard to follow. ```json { "citations": [ { "instructor_name": "Timothy McClurg", "review_date": "2025-11-26 16:21:17 +0000 UTC", "review_id": "3b165875f6f2fabd7b524c00", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:450538", "source_review_id": "UmF0aW5nLTQxOTU2NjI5", "source_url": "https://www.ratemyprofessors.com/professor/450538", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.46 GPA, 77.6% A/AB (n=49 letter grades); Fall 2024: 3.38 GPA, 63.6% A/AB (n=55 letter grades); Fall 2025: 3.53 GPA, 73.7% A/AB (n=38 letter grades). ```json { "citations": [ { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Historical reviews of Timothy McClurg: Students find the workload doable and the instructor personable, despite occasional clarity issues in his explanations. ```json { "citations": [ { "instructor_name": "Timothy McClurg", "review_date": "2025-11-26 16:21:17 +0000 UTC", "review_id": "3b165875f6f2fabd7b524c00", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:450538", "source_review_id": "UmF0aW5nLTQxOTU2NjI5", "source_url": "https://www.ratemyprofessors.com/professor/450538", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BOB BATT is recorded teaching in Spring 2014, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Spring 2019, Fall 2019, Fall 2020, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` TIMOTHY MCCLURG is recorded teaching in Fall 2021, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "OTM 451", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "source_record": { "entity_id": "e4b5cc10-47dd-3ba1-9621-04e472ef899d", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": null, "course": { "course_number": 300, "minimum_grade": null, "subjects": [ "OTM" ], "timing": "prior" }, "evidence": "OTM 300", "id": "n0", "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\_ea27256b6166ed7cb5cbd358 | enrollment | tmcclurg | netid | source\_identified | Tim Mcclurg | TIMOTHY.MCCLURG\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/TIM\_MCCLURG | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:238:003204", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1272", "source_course_id": "003204", "source_subject_id": "238", "title": "Service Operations Management", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:21462", "term_id": "1272", "source_section_id": "21462", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 40, "enrolled": 35, "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:1272:25537", "term_id": "1272", "source_section_id": "25537", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 31, "enrolled": 10, "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_b026341425cb4390f8250158", "source": "madgrades", "source_instructor_id": "2601077", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN MATTHEWS", "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": 3.771, "graded": 35, "counts": [ 23, 9, 2, 1, 0, 0, 0 ], "sections": 8 }, "instructor_url": "/instructors/JOHN_MATTHEWS--instructor_b026341425cb4390f8250158" }, { "instructor_uid": "instructor_b2a4dd4c889f8e49d0996615", "source": "madgrades", "source_instructor_id": "5277708", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BOB BATT", "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": 25, "quality": 3.36, "difficulty": 3.48, "quality_count": 25, "difficulty_count": 25, "profile_id": "rmp:1954479", "source_url": "https://www.ratemyprofessors.com/professor/1954479", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:40.781147+00:00", "courses": { "course_aa7c4c79e460029847daaad2": { "review_count": 9, "quality": 3.22, "difficulty": 3, "quality_count": 9, "difficulty_count": 9 }, "course_e71e95e797c05044c4982ec1": { "review_count": 16, "quality": 3.44, "difficulty": 3.75, "quality_count": 16, "difficulty_count": 16 } }, "bayesian_quality": 3.4931936815762645, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.409, "graded": 1170, "counts": [ 416, 372, 222, 104, 43, 10, 3 ], "sections": 49 }, "instructor_url": "/instructors/BOB_BATT--instructor_b2a4dd4c889f8e49d0996615" }, { "instructor_uid": "instructor_15b901604099263d464ba06b", "source": "madgrades", "source_instructor_id": "3011973", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TIMOTHY MCCLURG", "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": 89, "quality": 4.1, "difficulty": 2.66, "quality_count": 89, "difficulty_count": 89, "profile_id": "rmp:450538", "source_url": "https://www.ratemyprofessors.com/professor/450538", "match_basis": "exact_name", "observed_at": "2026-09-07 16:01:40.551482+00:00", "courses": { "course_e71e95e797c05044c4982ec1": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_aa7c4c79e460029847daaad2": { "review_count": 72, "quality": 4.1, "difficulty": 2.62, "quality_count": 72, "difficulty_count": 72 } }, "bayesian_quality": 4.019208400650752, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.187, "graded": 12955, "counts": [ 3254, 3222, 3716, 1322, 1166, 215, 60 ], "sections": 135 }, "instructor_url": "/instructors/TIMOTHY_MCCLURG" }, { "instructor_uid": "instructor_ea27256b6166ed7cb5cbd358", "source": "enrollment", "source_instructor_id": "tmcclurg", "identity_basis": "netid", "identity_status": "source_identified", "name": "Tim Mcclurg", "email": "TIMOTHY.MCCLURG@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/TIM_MCCLURG" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "JOHN MATTHEWS" ], "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": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "JOHN MATTHEWS" ], "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": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "JOHN MATTHEWS" ], "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": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "JOHN MATTHEWS" ], "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": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "Bob Batt" ], "a": 12, "ab": 11, "b": 11, "bc": 2, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 38, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Bob Batt" ], "a": 10, "ab": 10, "b": 7, "bc": 4, "c": 1, "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": 32, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Bob Batt" ], "a": 12, "ab": 13, "b": 11, "bc": 5, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 43, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Bob Batt" ], "a": 15, "ab": 16, "b": 6, "bc": 7, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 8, "no_work": 0, "not_reported": 0, "other": 0, "total": 54, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Bob Batt" ], "a": 17, "ab": 20, "b": 14, "bc": 2, "c": 2, "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": 55, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Bob Batt" ], "a": 23, "ab": 25, "b": 14, "bc": 6, "c": 2, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 71, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Bob Batt" ], "a": 21, "ab": 32, "b": 7, "bc": 6, "c": 3, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 71, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Bob Batt" ], "a": 17, "ab": 22, "b": 4, "bc": 1, "c": 3, "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": 47, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "TIMOTHY MCCLURG" ], "a": 17, "ab": 17, "b": 13, "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": 47, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Bob Batt" ], "a": 22, "ab": 23, "b": 25, "bc": 7, "c": 3, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 81, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Bob Batt" ], "a": 16, "ab": 22, "b": 4, "bc": 5, "c": 2, "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": 49, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Bob Batt" ], "a": 19, "ab": 16, "b": 12, "bc": 4, "c": 4, "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": 55, "source_aliases": [ "OTM 451" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "OTM 451", "course_uid": "course_e71e95e797c05044c4982ec1", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "TIMOTHY MCCLURG" ], "a": 12, "ab": 16, "b": 10, "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": 38, "source_aliases": [ "OTM 451" ] } ] ``` ### statistics #### gpa 3.417 #### graded 669 #### counts * 213 * 243 * 138 * 49 * 22 * 3 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_e71e95e797c05044c4982ec1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_e71e95e797c05044c4982ec1-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_e71e95e797c05044c4982ec1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e71e95e797c05044c4982ec1-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_e71e95e797c05044c4982ec1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_e71e95e797c05044c4982ec1-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_e71e95e797c05044c4982ec1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_e71e95e797c05044c4982ec1-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_e71e95e797c05044c4982ec1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_e71e95e797c05044c4982ec1-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.4170403587443947 #### count 669 #### university ##### size 4449 ##### gpa Percentile 21 ##### count Percentile 83 ##### median Count 155 ##### 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 | 14 | false | | 2.8–3.2 | 363 | false | | 3.2–3.6 | 1298 | true | | 3.6–4.0 | 2774 | false | #### departments ```json [ { "subject": "OTM", "comparison": { "size": 29, "gpaPercentile": 11, "countPercentile": 75, "medianCount": 216, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 19, "current": false } ] } } ] ``` ### terms #### 1144 ##### term 1144 ##### gpa 3.3552631578947367 ##### count 38 ##### university ###### size 878 ###### gpa Percentile 46 ###### count Percentile 15 ###### median Count 64 ###### 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 | 4 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 243 | false | | 3.2–3.6 | 302 | true | | 3.6–4.0 | 299 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 11, "gpaPercentile": 40, "countPercentile": 30, "medianCount": 48, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 4, "current": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.375 ##### count 32 ##### university ###### size 918 ###### gpa Percentile 46 ###### count Percentile 3 ###### median Count 65 ###### 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 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 286 | false | ##### departments | subject | comparison | | ------- | ---------- | | OTM | | #### 1162 ##### term 1162 ##### gpa 3.3902439024390243 ##### count 41 ##### university ###### size 954 ###### gpa Percentile 45 ###### count Percentile 22 ###### median Count 64.5 ###### 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 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | true | | 3.6–4.0 | 345 | false | ##### departments | subject | comparison | | ------- | ---------- | | OTM | | #### 1172 ##### term 1172 ##### gpa 3.358695652173913 ##### count 46 ##### university ###### size 991 ###### gpa Percentile 40 ###### count Percentile 30 ###### median Count 67 ###### 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 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | true | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 10, "gpaPercentile": 33, "countPercentile": 56, "medianCount": 44.5, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 4, "current": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.4363636363636365 ##### count 55 ##### university ###### size 1025 ###### gpa Percentile 44 ###### count Percentile 37 ###### median Count 69 ###### 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 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments | subject | comparison | | ------- | ---------- | | OTM | | #### 1194 ##### term 1194 ##### gpa 3.387323943661972 ##### count 71 ##### university ###### size 1040 ###### gpa Percentile 38 ###### count Percentile 53 ###### median Count 67 ###### 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 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | true | | 3.6–4.0 | 454 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 10, "gpaPercentile": 22, "countPercentile": 67, "medianCount": 53, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.449275362318841 ##### count 69 ##### university ###### size 1102 ###### gpa Percentile 40 ###### count Percentile 51 ###### median Count 68 ###### 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 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 10, "gpaPercentile": 33, "countPercentile": 44, "medianCount": 74.5, "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": 4, "current": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.521276595744681 ##### count 47 ##### university ###### size 1111 ###### gpa Percentile 38 ###### count Percentile 31 ###### median Count 68 ###### 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 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 11, "gpaPercentile": 20, "countPercentile": 30, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 5, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.5425531914893615 ##### count 47 ##### university ###### size 1157 ###### gpa Percentile 41 ###### count Percentile 33 ###### median Count 64 ###### 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 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | true | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 11, "gpaPercentile": 30, "countPercentile": 40, "medianCount": 49, "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": 5, "current": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.308641975308642 ##### count 81 ##### university ###### size 1216 ###### gpa Percentile 22 ###### count Percentile 58 ###### median Count 66 ###### 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 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 12, "gpaPercentile": 9, "countPercentile": 55, "medianCount": 68.5, "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": 5, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.4591836734693877 ##### count 49 ##### university ###### size 1295 ###### gpa Percentile 31 ###### count Percentile 37 ###### median Count 67 ###### 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 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | true | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 10, "gpaPercentile": 22, "countPercentile": 22, "medianCount": 86.5, "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": 3, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.381818181818182 ##### count 55 ##### university ###### size 1333 ###### gpa Percentile 21 ###### count Percentile 39 ###### median Count 69 ###### 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 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 12, "gpaPercentile": 18, "countPercentile": 45, "medianCount": 65, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.526315789473684 ##### count 38 ##### university ###### size 1320 ###### gpa Percentile 32 ###### count Percentile 16 ###### median Count 70 ###### 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 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | true | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "OTM", "comparison": { "size": 11, "gpaPercentile": 30, "countPercentile": 10, "medianCount": 67, "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": 6, "current": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4449 ###### gpa 3.650170117275906 ###### top Share 81.2960083990737 ###### count 155 ##### OTM ###### size 29 ###### gpa 3.6437492418020945 ###### top Share 83.62904507698997 ###### count 216 #### 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 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### OTM ###### size 11 ###### gpa 3.462976525744885 ###### top Share 69.95636703651722 ###### count 48 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### OTM ###### size 10 ###### gpa 3.4783000153287085 ###### top Share 71.6859914834354 ###### count 44.5 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### OTM ###### size 10 ###### gpa 3.5097336309944316 ###### top Share 73.1903420482437 ###### count 53 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### OTM ###### size 10 ###### gpa 3.534581673839522 ###### top Share 74.49250137381293 ###### count 74.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### OTM ###### size 11 ###### gpa 3.672267222898701 ###### top Share 84.72011453981769 ###### count 83 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### OTM ###### size 11 ###### gpa 3.5781739736365354 ###### top Share 79.16361895576048 ###### count 49 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### OTM ###### size 12 ###### gpa 3.585671741695119 ###### top Share 77.78869302836371 ###### count 68.5 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### OTM ###### size 10 ###### gpa 3.5653695459223185 ###### top Share 79.16468431576865 ###### count 86.5 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### OTM ###### size 12 ###### gpa 3.555179685077069 ###### top Share 76.40794711153062 ###### count 65 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### OTM ###### size 11 ###### gpa 3.5766145958590383 ###### top Share 78.7732068028908 ###### count 67 ## instructor Trends ```json [ { "uid": "instructor_b2a4dd4c889f8e49d0996615", "name": "BOB BATT", "count": 584, "terms": [ { "term": "1144", "count": 38, "sections": 2, "gpa": 3.3552631578947367 }, { "term": "1152", "count": 32, "sections": 2, "gpa": 3.375 }, { "term": "1162", "count": 41, "sections": 2, "gpa": 3.3902439024390243 }, { "term": "1172", "count": 46, "sections": 2, "gpa": 3.358695652173913 }, { "term": "1182", "count": 55, "sections": 2, "gpa": 3.4363636363636365 }, { "term": "1194", "count": 71, "sections": 2, "gpa": 3.387323943661972 }, { "term": "1202", "count": 69, "sections": 2, "gpa": 3.449275362318841 }, { "term": "1212", "count": 47, "sections": 2, "gpa": 3.521276595744681 }, { "term": "1232", "count": 81, "sections": 2, "gpa": 3.308641975308642 }, { "term": "1242", "count": 49, "sections": 2, "gpa": 3.4591836734693877 }, { "term": "1252", "count": 55, "sections": 2, "gpa": 3.381818181818182 } ] }, { "uid": "instructor_15b901604099263d464ba06b", "name": "TIMOTHY MCCLURG", "count": 85, "terms": [ { "term": "1222", "count": 47, "sections": 1, "gpa": 3.5425531914893615 }, { "term": "1262", "count": 38, "sections": 2, "gpa": 3.526315789473684 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.25 #### upper 3.64 #### coverage 80 #### terms 6 ### gpa 3.4479719075858823 ### grades | grade | percentage | | ----- | ------------------- | | A | 32.37588118065817 | | AB | 36.72842547062335 | | B | 22.64595893683905 | | BC | 4.989732693093905 | | C | 3.0719666267364643 | | D | 0.18803509204905366 | | F | 0 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 270 ### same Season true ### historical Range * 3.3086419753086416 * 3.542553191489362 ### backtest #### terms 6 #### gpa Error 0.0938572380085223 #### mix Error 15.335067591878628