{"schema_version":1,"url":"https://uwcourses.com/courses/MARKETNG_OTM_726","title":"MARKETNG/OTM 726: Supply Chain Strategy | UW–Madison","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":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"2078256b6f393c7fa5a39450c276cb474ec25877d76358bf47cb3c809547c734","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","catalog_version_id":"4ff1d231e998bceb3e31a00e162d6133354b9c8e24298ee8b1ab630a062bfc63","course_number":726,"subjects":["MARKETNG","OTM"],"title":"SUPPLY CHAIN STRATEGY","description":"Focuses on strategic issues and current theory and practice in supply chain management. Effective design and management of supply chain resources is a key source of competitive advantage for organizations. Supply chain management is a cross-functional discipline that concentrates on the management of goods, services, and information among all links in the value chain.","requirements_text":"(MARKETNG 300andOTM 300) or (MARKETNG 700andOTM 700) and graduate/professional standing, or declared in graduate Business Exchange program","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"5647c435a03f57d13c44fd582edaa0fac32fb2d471c54d26e989144f1b6ce219","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"This course covers strategic issues and current theory and practice in supply chain management.","llm_topics":["Strategic issues in supply chain management.","Value chain management."],"llm_skills":["Designing and managing supply chain resources for competitive advantage.","Managing goods, services, and information across the value chain."],"llm_assumed_background":["Foundational marketing and operations/supply chain management principles.","Graduate-level strategic marketing and operations management frameworks."],"llm_search_phrases":["supply chain strategy","competitive advantage supply chain","cross-functional supply chain management","value chain management"],"llm_requirements_status":"needs_review","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"41ceadd9e2b3a589486bc23b8ce527e91ad9b9d11207ad5dfad95bb2e03d33a4","course_id":"MARKETNG/OTM 726","current_instructors":[],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":false,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"MARKETNG/OTM 726","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"f0d815d1-144b-3026-8a2e-1f1d42d9b63a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1244","type":"grade"},{"course_id":"MARKETNG/OTM 726","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"f0d815d1-144b-3026-8a2e-1f1d42d9b63a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1252","type":"grade"},{"course_id":"MARKETNG/OTM 726","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"f0d815d1-144b-3026-8a2e-1f1d42d9b63a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Spring 2024: 3.68 GPA, 82.1% A/AB (n=28 letter grades); Fall 2024: 3.63 GPA, 78.3% A/AB (n=23 letter grades); Fall 2025: 3.68 GPA, 72.7% A/AB (n=11 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2"],"condition":null,"course":null,"evidence":"(MARKETNG 300andOTM 300) or (MARKETNG 700andOTM 700) and graduate/professional standing, or declared in graduate Business Exchange program","id":"n0","kind":"any"},{"children":["n3","n4"],"condition":null,"course":null,"evidence":"(MARKETNG 300andOTM 300)","id":"n1","kind":"all"},{"children":["n5","n6"],"condition":null,"course":null,"evidence":"(MARKETNG 700andOTM 700) and graduate/professional standing","id":"n2","kind":"all"},{"children":[],"condition":null,"course":{"course_number":300,"minimum_grade":null,"subjects":["MARKETNG"],"timing":"prior"},"evidence":"MARKETNG 300","id":"n3","kind":"course"},{"children":[],"condition":null,"course":{"course_number":300,"minimum_grade":null,"subjects":["OTM"],"timing":"prior"},"evidence":"OTM 300","id":"n4","kind":"course"},{"children":[],"condition":null,"course":{"course_number":700,"minimum_grade":null,"subjects":["MARKETNG"],"timing":"prior"},"evidence":"MARKETNG 700","id":"n5","kind":"course"},{"children":[],"condition":null,"course":{"course_number":700,"minimum_grade":null,"subjects":["OTM"],"timing":"prior"},"evidence":"OTM 700","id":"n6","kind":"course"}],"notes":["Missing reference to 'graduate/professional standing' and 'declared in graduate Business Exchange program' in linked_courses. These are condition leaves."],"root":"n0","status":"needs_review"},"instructors":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_d70c39e7e79b2864ae4964e2","source":"madgrades","source_instructor_id":"2600985","identity_basis":"source_id","identity_status":"source_identified","name":"JOHN NEVIN","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":3.674,"graded":882,"counts":[469,264,141,7,0,0,1],"sections":31},"instructor_url":"/instructors/JOHN_NEVIN--instructor_d70c39e7e79b2864ae4964e2"},{"instructor_uid":"instructor_0ba7b933ff9c84a6766e78e5","source":"madgrades","source_instructor_id":"6079890","identity_basis":"source_id","identity_status":"source_identified","name":"XIAOYANG LONG","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":9,"quality":3.89,"difficulty":2.67,"quality_count":9,"difficulty_count":9,"profile_id":"rmp:2490777","source_url":"https://www.ratemyprofessors.com/professor/2490777","match_basis":"exact_name","observed_at":"2026-09-07 15:58:32.924769+00:00","courses":{"course_aa7c4c79e460029847daaad2":{"review_count":8,"quality":4,"difficulty":2.62,"quality_count":8,"difficulty_count":8},"course_21f40c328bd99550bd9f745f":{"review_count":1,"quality":3,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.7311626093424795,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.146,"graded":2168,"counts":[498,534,623,225,250,27,11],"sections":28},"instructor_url":"/instructors/XIAOYANG_LONG--instructor_0ba7b933ff9c84a6766e78e5"},{"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"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1074","term_name":"Spring 2007","instructors":["JOHN NEVIN"],"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":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1084","term_name":"Spring 2008","instructors":["JOHN NEVIN"],"a":9,"ab":2,"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":11,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1094","term_name":"Spring 2009","instructors":["JOHN NEVIN"],"a":11,"ab":2,"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":13,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1104","term_name":"Spring 2010","instructors":["JOHN NEVIN"],"a":9,"ab":10,"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":19,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1112","term_name":"Fall 2010","instructors":["JOHN NEVIN"],"a":14,"ab":10,"b":4,"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":28,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1122","term_name":"Fall 2011","instructors":["JOHN NEVIN"],"a":8,"ab":9,"b":5,"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":22,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1132","term_name":"Fall 2012","instructors":["JOHN NEVIN"],"a":15,"ab":10,"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":25,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1142","term_name":"Fall 2013","instructors":["JOHN NEVIN"],"a":13,"ab":4,"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":17,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1152","term_name":"Fall 2014","instructors":["JOHN NEVIN"],"a":15,"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":16,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1162","term_name":"Fall 2015","instructors":["JOHN NEVIN"],"a":20,"ab":9,"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":30,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1172","term_name":"Fall 2016","instructors":["JOHN NEVIN"],"a":26,"ab":5,"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":31,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1182","term_name":"Fall 2017","instructors":["JOHN NEVIN"],"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":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1192","term_name":"Fall 2018","instructors":["JOHN NEVIN"],"a":14,"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":15,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1202","term_name":"Fall 2019","instructors":["JOHN NEVIN"],"a":9,"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":10,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1212","term_name":"Fall 2020","instructors":["JOHN NEVIN"],"a":17,"ab":8,"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":28,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1222","term_name":"Fall 2021","instructors":["JOHN NEVIN"],"a":12,"ab":5,"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":20,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1232","term_name":"Fall 2022","instructors":["JOHN NEVIN"],"a":23,"ab":10,"b":2,"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":35,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1244","term_name":"Spring 2024","instructors":["Xiaoyang Long"],"a":15,"ab":8,"b":5,"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":28,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1252","term_name":"Fall 2024","instructors":["TIMOTHY MCCLURG"],"a":11,"ab":7,"b":5,"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":23,"source_aliases":["MARKETNG/OTM 726"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MARKETNG/OTM 726","course_uid":"course_1432ced822203144cb2dfbb4","term_id":"1262","term_name":"Fall 2025","instructors":["Xiaoyang Long"],"a":7,"ab":1,"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":11,"source_aliases":["MARKETNG/OTM 726"]}],"statistics":{"gpa":3.793,"graded":403,"counts":[267,105,31,0,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1432ced822203144cb2dfbb4-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1432ced822203144cb2dfbb4-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1432ced822203144cb2dfbb4-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.792803970223325,"count":403,"university":{"size":4725,"gpaPercentile":61,"countPercentile":73,"medianCount":165,"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":1,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":361,"current":false},{"range":"3.2–3.6","count":1383,"current":false},{"range":"3.6–4.0","count":2966,"current":true}]},"departments":[{"subject":"MARKETNG","comparison":{"size":41,"gpaPercentile":83,"countPercentile":55,"medianCount":308,"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":18,"current":false},{"range":"3.6–4.0","count":22,"current":true}]}},{"subject":"OTM","comparison":{"size":28,"gpaPercentile":85,"countPercentile":59,"medianCount":275,"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":5,"current":false},{"range":"3.6–4.0","count":21,"current":true}]}}]},"terms":{"1074":{"term":"1074","gpa":3.9444444444444446,"count":9,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1084":{"term":"1084","gpa":3.909090909090909,"count":11,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1094":{"term":"1094","gpa":3.923076923076923,"count":13,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1104":{"term":"1104","gpa":3.736842105263158,"count":19,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1112":{"term":"1112","gpa":3.6785714285714284,"count":28,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1122":{"term":"1122","gpa":3.5681818181818183,"count":22,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1132":{"term":"1132","gpa":3.8,"count":25,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1142":{"term":"1142","gpa":3.8823529411764706,"count":17,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1152":{"term":"1152","gpa":3.96875,"count":16,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1162":{"term":"1162","gpa":3.816666666666667,"count":30,"university":{"size":954,"gpaPercentile":83,"countPercentile":0,"medianCount":64.5,"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":2,"current":false},{"range":"2.4–2.8","count":23,"current":false},{"range":"2.8–3.2","count":234,"current":false},{"range":"3.2–3.6","count":350,"current":false},{"range":"3.6–4.0","count":345,"current":true}]},"departments":[{"subject":"MARKETNG","comparison":{"size":16,"gpaPercentile":93,"countPercentile":0,"medianCount":89.5,"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":8,"current":false},{"range":"3.6–4.0","count":6,"current":true}]}},{"subject":"OTM","comparison":null}]},"1172":{"term":"1172","gpa":3.9193548387096775,"count":31,"university":{"size":991,"gpaPercentile":90,"countPercentile":3,"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":22,"current":false},{"range":"2.8–3.2","count":226,"current":false},{"range":"3.2–3.6","count":353,"current":false},{"range":"3.6–4.0","count":390,"current":true}]},"departments":[{"subject":"MARKETNG","comparison":{"size":16,"gpaPercentile":93,"countPercentile":0,"medianCount":90,"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":11,"current":false},{"range":"3.6–4.0","count":5,"current":true}]}},{"subject":"OTM","comparison":{"size":10,"gpaPercentile":100,"countPercentile":0,"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":false},{"range":"3.6–4.0","count":4,"current":true}]}}]},"1182":{"term":"1182","gpa":3.9583333333333335,"count":12,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1192":{"term":"1192","gpa":3.966666666666667,"count":15,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1202":{"term":"1202","gpa":3.95,"count":10,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1212":{"term":"1212","gpa":3.75,"count":28,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1222":{"term":"1222","gpa":3.725,"count":20,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1232":{"term":"1232","gpa":3.8,"count":35,"university":{"size":1216,"gpaPercentile":69,"countPercentile":12,"medianCount":66,"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":2,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":174,"current":false},{"range":"3.2–3.6","count":356,"current":false},{"range":"3.6–4.0","count":670,"current":true}]},"departments":[{"subject":"MARKETNG","comparison":{"size":21,"gpaPercentile":70,"countPercentile":15,"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":1,"current":false},{"range":"3.2–3.6","count":8,"current":false},{"range":"3.6–4.0","count":12,"current":true}]}},{"subject":"OTM","comparison":{"size":12,"gpaPercentile":73,"countPercentile":9,"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":false},{"range":"3.6–4.0","count":6,"current":true}]}}]},"1244":{"term":"1244","gpa":3.6785714285714284,"count":28,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1252":{"term":"1252","gpa":3.630434782608696,"count":23,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]},"1262":{"term":"1262","gpa":3.6818181818181817,"count":11,"university":null,"departments":[{"subject":"MARKETNG","comparison":null},{"subject":"OTM","comparison":null}]}},"benchmarks":{"all":{"school":{"size":4725,"gpa":3.651483660015392,"topShare":81.26741362108925,"count":165},"MARKETNG":{"size":41,"gpa":3.6239752755879384,"topShare":81.58058587572721,"count":308},"OTM":{"size":28,"gpa":3.6699723899383088,"topShare":85.04484550183814,"count":275}},"terms":{"1074":{"school":{"size":695,"gpa":3.3616924722887376,"topShare":63.22509110105764,"count":69},"MARKETNG":{"size":12,"gpa":3.4836329389711174,"topShare":71.7833269943106,"count":48},"OTM":null},"1084":{"school":{"size":720,"gpa":3.3670742938849725,"topShare":63.42064564712246,"count":70},"MARKETNG":{"size":12,"gpa":3.6187539748971713,"topShare":80.33045075037897,"count":63.5},"OTM":null},"1094":{"school":{"size":758,"gpa":3.3891454428111527,"topShare":64.36369814389255,"count":71},"MARKETNG":{"size":12,"gpa":3.5659253791007366,"topShare":76.22176286294331,"count":76.5},"OTM":null},"1104":{"school":{"size":793,"gpa":3.384661458923085,"topShare":64.6614752434143,"count":66},"MARKETNG":{"size":12,"gpa":3.4966703706493365,"topShare":67.49117518120711,"count":96},"OTM":null},"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"MARKETNG":{"size":14,"gpa":3.4980091584163273,"topShare":70.18384110726859,"count":51},"OTM":null},"1122":{"school":{"size":804,"gpa":3.3737149752667013,"topShare":63.65118790117902,"count":70},"MARKETNG":{"size":14,"gpa":3.5584167442834986,"topShare":73.45620470686285,"count":61.5},"OTM":null},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"MARKETNG":{"size":15,"gpa":3.471737930146271,"topShare":70.31146098668106,"count":69},"OTM":null},"1142":{"school":{"size":853,"gpa":3.3941849959684913,"topShare":65.28450334228523,"count":67},"MARKETNG":{"size":15,"gpa":3.4841465706309886,"topShare":70.26165466718561,"count":50},"OTM":null},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"MARKETNG":{"size":15,"gpa":3.477227982124518,"topShare":68.69085978208818,"count":87},"OTM":null},"1162":{"school":{"size":954,"gpa":3.43726781345039,"topShare":68.05645304987395,"count":64.5},"MARKETNG":{"size":16,"gpa":3.4908377363724963,"topShare":73.19122941226513,"count":89.5},"OTM":null},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"MARKETNG":{"size":16,"gpa":3.548212826248202,"topShare":75.02449016789356,"count":90},"OTM":{"size":10,"gpa":3.4783000153287085,"topShare":71.6859914834354,"count":44.5}},"1182":{"school":{"size":1025,"gpa":3.474159360325319,"topShare":70.34861441764347,"count":69},"MARKETNG":{"size":16,"gpa":3.559382039481831,"topShare":77.43040910582185,"count":87.5},"OTM":null},"1192":{"school":{"size":1077,"gpa":3.50327634323125,"topShare":72.44641925727845,"count":67},"MARKETNG":{"size":17,"gpa":3.585828116482426,"topShare":79.21346179651735,"count":78},"OTM":null},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"MARKETNG":{"size":16,"gpa":3.583175799054984,"topShare":78.80655416507517,"count":83.5},"OTM":{"size":10,"gpa":3.534581673839522,"topShare":74.49250137381293,"count":74.5}},"1212":{"school":{"size":1111,"gpa":3.5856416028074487,"topShare":77.58926748660845,"count":68},"MARKETNG":{"size":16,"gpa":3.70671270621466,"topShare":87.74126742620032,"count":66.5},"OTM":{"size":11,"gpa":3.672267222898701,"topShare":84.72011453981769,"count":83}},"1222":{"school":{"size":1157,"gpa":3.563052311875811,"topShare":76.64869058732418,"count":64},"MARKETNG":{"size":18,"gpa":3.667859956376553,"topShare":86.14155685495416,"count":70.5},"OTM":{"size":11,"gpa":3.5781739736365354,"topShare":79.16361895576048,"count":49}},"1232":{"school":{"size":1216,"gpa":3.575457431972425,"topShare":77.33712216234007,"count":66},"MARKETNG":{"size":21,"gpa":3.646486622913183,"topShare":83.14179199968991,"count":48},"OTM":{"size":12,"gpa":3.585671741695119,"topShare":77.78869302836371,"count":68.5}},"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"MARKETNG":{"size":23,"gpa":3.5744699156490247,"topShare":78.42184566175688,"count":57},"OTM":{"size":14,"gpa":3.6252833905307873,"topShare":84.08196544610176,"count":59.5}},"1252":{"school":{"size":1333,"gpa":3.619494049739118,"topShare":79.71442190500672,"count":69},"MARKETNG":{"size":17,"gpa":3.547655677832614,"topShare":77.26599046949728,"count":91},"OTM":{"size":12,"gpa":3.555179685077069,"topShare":76.40794711153062,"count":65}},"1262":{"school":{"size":1320,"gpa":3.628825763035853,"topShare":80.21118846327654,"count":70},"MARKETNG":{"size":16,"gpa":3.550893499083995,"topShare":77.67608273860581,"count":70},"OTM":{"size":11,"gpa":3.5766145958590383,"topShare":78.7732068028908,"count":67}}}}},"instructorTrends":[{"uid":"instructor_d70c39e7e79b2864ae4964e2","name":"JOHN NEVIN","count":341,"terms":[{"term":"1074","count":9,"sections":1,"gpa":3.9444444444444446},{"term":"1084","count":11,"sections":1,"gpa":3.909090909090909},{"term":"1094","count":13,"sections":1,"gpa":3.923076923076923},{"term":"1104","count":19,"sections":1,"gpa":3.736842105263158},{"term":"1112","count":28,"sections":1,"gpa":3.6785714285714284},{"term":"1122","count":22,"sections":1,"gpa":3.5681818181818183},{"term":"1132","count":25,"sections":1,"gpa":3.8},{"term":"1142","count":17,"sections":1,"gpa":3.8823529411764706},{"term":"1152","count":16,"sections":1,"gpa":3.96875},{"term":"1162","count":30,"sections":1,"gpa":3.816666666666667},{"term":"1172","count":31,"sections":1,"gpa":3.9193548387096775},{"term":"1182","count":12,"sections":1,"gpa":3.9583333333333335},{"term":"1192","count":15,"sections":1,"gpa":3.966666666666667},{"term":"1202","count":10,"sections":1,"gpa":3.95},{"term":"1212","count":28,"sections":1,"gpa":3.75},{"term":"1222","count":20,"sections":1,"gpa":3.725},{"term":"1232","count":35,"sections":1,"gpa":3.8}]},{"uid":"instructor_0ba7b933ff9c84a6766e78e5","name":"XIAOYANG LONG","count":39,"terms":[{"term":"1244","count":28,"sections":1,"gpa":3.6785714285714284},{"term":"1262","count":11,"sections":1,"gpa":3.6818181818181817}]},{"uid":"instructor_15b901604099263d464ba06b","name":"TIMOTHY MCCLURG","count":23,"terms":[{"term":"1252","count":23,"sections":1,"gpa":3.630434782608696}]}],"following":[],"projection":null}}