# MARKETNG/OTM 428: Supply Chain Capital Management | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MARKETNG_OTM_428) ## 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 f86384667efa41a5eeb1d954a16aedd5cc6d49b508f13a24301ef84112297c6f ### course id MARKETNG/OTM 428 ### course uid course\_0b8b7da1c484cb6172b5e6e5 ### catalog version id 91b8ca606e28938d16b2c3a230990b906ad123f22d55984d1add746a0d0399c7 ### course number 428 ### subjects * MARKETNG * OTM ### title SUPPLY CHAIN CAPITAL MANAGEMENT ### description Introduce the set of activities and solutions available to finance an organization's supply chain infrastructure. Define and study the related influencers. Investigate risks and mitigation techniques relative to associated metrics and strategies. Analyze multiple cases in group study work. Identify and recommend improvement opportunities. ### requirements text Junior standing and (MARKETNG 300orOTM 300), or declared in the Business Exchange program ### credits min 3 ### credits max 3 ### credit offering ids * 1272:237:025842 * 1272:238:025842 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id ef2b8352b58e75dd0151c7d53042121b8b415f4809f6069a5937077f4d2e96f8 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Supply Chain Capital Management introduces financing activities for supply chain infrastructure, risk mitigation, and improvement recommendations. ### llm topics * Supply chain infrastructure financing * Supply chain risks and mitigation * Case study analysis ### llm skills * Supply chain financing activities and solutions * Risk investigation and mitigation techniques * Improvement opportunity identification and recommendation ### llm assumed background * Foundational marketing management principles * Operations and supply chain management fundamentals ### llm search phrases * supply chain finance * supply chain capital * supply chain risk mitigation * supply chain infrastructure funding ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 28474917012ca7ea12f4bcef3354f0df3d80f256ec353d03f7c495a8aed8f735 #### course id MARKETNG/OTM 428 #### current instructors ```json [ { "instructor_uid": "instructor_9c69deeaf5fe99d72d1f6869", "message": "No course-specific reviews available", "name": "Tim Buhl", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2586834", "summary": [] } ] ``` #### 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 — Fall 2024: 3.62 GPA, 82.4% A/AB (n=17 letter grades); Fall 2025: 3.79 GPA, 100.0% A/AB (n=7 letter grades). ```json { "citations": [ { "course_id": "MARKETNG/OTM 428", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "41fe8f73-4bec-360a-8183-d478c5c489cf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MARKETNG/OTM 428", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "41fe8f73-4bec-360a-8183-d478c5c489cf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "Junior standing and (MARKETNG 300orOTM 300), or declared in the Business Exchange program", "id": "n0", "kind": "any" }, { "children": [ "n3", "n4" ], "condition": null, "course": null, "evidence": "Junior standing and (MARKETNG 300orOTM 300)", "id": "n1", "kind": "all" }, { "children": [], "condition": "Junior standing", "course": null, "evidence": "Junior standing", "id": "n2", "kind": "condition" }, { "children": [ "n5", "n6" ], "condition": null, "course": null, "evidence": "(MARKETNG 300orOTM 300)", "id": "n3", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 300, "minimum_grade": null, "subjects": [ "MARKETNG" ], "timing": "prior" }, "evidence": "MARKETNG 300", "id": "n4", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 300, "minimum_grade": null, "subjects": [ "OTM" ], "timing": "prior" }, "evidence": "OTM 300", "id": "n5", "kind": "course" }, { "children": [], "condition": "declared in the Business Exchange program", "course": null, "evidence": "declared in the Business Exchange program", "id": "n6", "kind": "condition" } ] ``` #### notes * Typo 'MARKETNG 300orOTM 300' parsed as separate course options within the AND clause. #### root n0 #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_9c69deeaf5fe99d72d1f6869", "source": "enrollment", "source_instructor_id": "tjbuhl", "identity_basis": "netid", "identity_status": "source_identified", "name": "Tim Buhl", "email": "TIMOTHY.BUHL@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": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2586834", "source_url": "https://www.ratemyprofessors.com/professor/2586834", "match_basis": "exact_name", "observed_at": "2026-09-07 16:00:39.907483+00:00", "courses": {}, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/TIM_BUHL" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:237:025842", "course_id": "MARKETNG/OTM 428", "course_uid": "course_0b8b7da1c484cb6172b5e6e5", "term_id": "1272", "source_course_id": "025842", "source_subject_id": "237", "title": "Supply Chain Capital Management", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:238:025842", "course_id": "MARKETNG/OTM 428", "course_uid": "course_0b8b7da1c484cb6172b5e6e5", "term_id": "1272", "source_course_id": "025842", "source_subject_id": "238", "title": "Supply Chain Capital Management", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:29635", "term_id": "1272", "source_section_id": "29635", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 50, "enrolled": 15, "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:1272:29716", "term_id": "1272", "source_section_id": "29716", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 50, "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_3d9abb80c5a8eeae4e050262", "source": "madgrades", "source_instructor_id": "5635633", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HANNAH MEYER", "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": 3.622, "graded": 217, "counts": [ 97, 87, 29, 1, 1, 2, 0 ], "sections": 9 }, "instructor_url": "/instructors/HANNAH_MEYER" }, { "instructor_uid": "instructor_5ddee6048ebb5751a482ed7d", "source": "madgrades", "source_instructor_id": "820985", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TIMOTHY BUHL", "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": 3.599, "graded": 1708, "counts": [ 741, 685, 224, 27, 20, 6, 5 ], "sections": 75 }, "instructor_url": "/instructors/TIMOTHY_BUHL" }, { "instructor_uid": "instructor_a5f5544899f663c83ff68119", "source": "madgrades", "source_instructor_id": "1532222", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NATHAN ZUKAS", "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": 3.714, "graded": 185, "counts": [ 107, 58, 15, 4, 0, 1, 0 ], "sections": 9 }, "instructor_url": "/instructors/NATHAN_ZUKAS--instructor_a5f5544899f663c83ff68119" }, { "instructor_uid": "instructor_9c69deeaf5fe99d72d1f6869", "source": "enrollment", "source_instructor_id": "tjbuhl", "identity_basis": "netid", "identity_status": "source_identified", "name": "Tim Buhl", "email": "TIMOTHY.BUHL@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": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2586834", "source_url": "https://www.ratemyprofessors.com/professor/2586834", "match_basis": "exact_name", "observed_at": "2026-09-07 16:00:39.907483+00:00", "courses": {}, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/TIM_BUHL" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MARKETNG/OTM 428", "course_uid": "course_0b8b7da1c484cb6172b5e6e5", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "HANNAH MEYER", "TIMOTHY BUHL" ], "a": 7, "ab": 7, "b": 3, "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": 17, "source_aliases": [ "MARKETNG/OTM 428" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MARKETNG/OTM 428", "course_uid": "course_0b8b7da1c484cb6172b5e6e5", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "NATHAN ZUKAS", "TIMOTHY BUHL" ], "a": 4, "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": 7, "source_aliases": [ "MARKETNG/OTM 428" ] } ] ``` ### statistics #### gpa 3.667 #### graded 24 #### counts * 11 * 10 * 3 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_0b8b7da1c484cb6172b5e6e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_0b8b7da1c484cb6172b5e6e5-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_0b8b7da1c484cb6172b5e6e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_0b8b7da1c484cb6172b5e6e5-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_0b8b7da1c484cb6172b5e6e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_0b8b7da1c484cb6172b5e6e5-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_0b8b7da1c484cb6172b5e6e5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_0b8b7da1c484cb6172b5e6e5-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6666666666666665 #### count 24 #### departments | subject | comparison | | -------- | ---------- | | MARKETNG | | | OTM | | ### terms #### 1252 ##### term 1252 ##### gpa 3.6176470588235294 ##### count 17 ##### departments | subject | comparison | | -------- | ---------- | | MARKETNG | | | OTM | | #### 1262 ##### term 1262 ##### gpa 3.7857142857142856 ##### count 7 ##### departments | subject | comparison | | -------- | ---------- | | MARKETNG | | | OTM | | ### benchmarks #### all ##### school ###### size 2031 ###### gpa 3.6684856636757313 ###### top Share 82.52440705858163 ###### count 81 ##### MARKETNG ###### size 25 ###### gpa 3.5696650867462556 ###### top Share 78.8082107035588 ###### count 73 ##### OTM ###### size 15 ###### gpa 3.5985261711564442 ###### top Share 79.11978612333047 ###### count 116 #### terms ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### MARKETNG ###### size 17 ###### gpa 3.547655677832614 ###### top Share 77.26599046949728 ###### count 91 ###### 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 ###### MARKETNG ###### size 16 ###### gpa 3.550893499083995 ###### top Share 77.67608273860581 ###### count 70 ###### OTM ###### size 11 ###### gpa 3.5766145958590383 ###### top Share 78.7732068028908 ###### count 67 ## instructor Trends ```json [ { "uid": "instructor_5ddee6048ebb5751a482ed7d", "name": "TIMOTHY BUHL", "count": 24, "terms": [ { "term": "1252", "count": 17, "sections": 1, "gpa": 3.6176470588235294 }, { "term": "1262", "count": 7, "sections": 1, "gpa": 3.7857142857142856 } ] }, { "uid": "instructor_3d9abb80c5a8eeae4e050262", "name": "HANNAH MEYER", "count": 17, "terms": [ { "term": "1252", "count": 17, "sections": 1, "gpa": 3.6176470588235294 } ] }, { "uid": "instructor_a5f5544899f663c83ff68119", "name": "NATHAN ZUKAS", "count": 7, "terms": [ { "term": "1262", "count": 7, "sections": 1, "gpa": 3.7857142857142856 } ] } ] ``` ## following None recorded.