# ELPA 725: Introduction to Research Design in Educational Leadership and Policy Analysis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ELPA_725) ## 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 54650b3344920b4e0ec7485dff044a4193b58b3046e80cd8b5beba7dd562af98 ### course id ELPA 725 ### course uid course\_3f52aab8b30c022a201494ba ### catalog version id 36f53663c2f2cbbd6d5c22c509cd0028a7c88de609f44de6891d543731bfc1fa ### course number 725 ### subjects * ELPA ### title INTRODUCTION TO RESEARCH DESIGN IN EDUCATIONAL LEADERSHIP AND POLICY ANALYSIS ### description Role of theory and hypothesis testing in research. Introduction to research problems, questions, hypotheses, variables, constructs, definitions, measurement, research and experimental designs, sampling, descriptive statistics, proposal writing, types of research and statistical computing. Critical analysis of published research. ### requirements text Graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:305:005901 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 043383c5f43923e9d7117069991db50334bf01e06f1071f7c4728211855dd6cb ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to research design in educational leadership and policy analysis, covering hypothesis testing, experimental design, and statistical computing. ### llm topics * Research problems, hypotheses, and measurement * Research and experimental designs, sampling * Descriptive statistics * Statistical computing * Proposal writing ### llm skills * Research proposal writing * Critical analysis of published research * Statistical computing ### llm assumed background None recorded. ### llm search phrases * educational leadership research design * policy analysis hypothesis testing * graduate research methods ELPA * statistical computing educational research ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 673f4ef94332e1706ff3a9f369c2fc71a6f49bf66983e9133414b7c99dac9967 #### course id ELPA 725 #### current instructors ```json [ { "instructor_uid": "instructor_551049746caf3ecf85cabbfa", "message": "No course-specific reviews available", "name": "Ben Konruff", "review_status": "no_course_reviews", "rmp_instructor_id": null, "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 2023: 4.00 GPA, 100.0% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=13 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades). ```json { "citations": [ { "course_id": "ELPA 725", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "83401d3f-de7f-34b3-963e-d27832cfc2df", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ELPA 725", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "83401d3f-de7f-34b3-963e-d27832cfc2df", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ELPA 725", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "83401d3f-de7f-34b3-963e-d27832cfc2df", "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": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### 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\_551049746caf3ecf85cabbfa | enrollment | konruff | netid | source\_identified | Ben Konruff | BEN.KONRUFF\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/BEN\_KONRUFF | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:305:005901", "course_id": "ELPA 725", "course_uid": "course_3f52aab8b30c022a201494ba", "term_id": "1272", "source_course_id": "005901", "source_subject_id": "305", "title": "Introduction to Research Design in Educational Leadership and Policy Analysis", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:18618", "term_id": "1272", "source_section_id": "18618", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 16, "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_0b90230f1a1802c49082adec", "source": "madgrades", "source_instructor_id": "3802130", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIC CAMBURN", "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": 3.897, "graded": 295, "counts": [ 238, 53, 4, 0, 0, 0, 0 ], "sections": 54 }, "instructor_url": "/instructors/ERIC_CAMBURN" }, { "instructor_uid": "instructor_9762caf79cc37d28be81ba6a", "source": "madgrades", "source_instructor_id": "324588", "identity_basis": "source_id", "identity_status": "source_identified", "name": "M. KING", "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": 3.931, "graded": 325, "counts": [ 286, 33, 6, 0, 0, 0, 0 ], "sections": 57 }, "instructor_url": "/instructors/M_KING--instructor_9762caf79cc37d28be81ba6a" }, { "instructor_uid": "instructor_a56c0d8e66753dffcd6f7191", "source": "madgrades", "source_instructor_id": "2600860", "identity_basis": "source_id", "identity_status": "source_identified", "name": "COLLEEN A. CAPPER", "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": 3.979, "graded": 390, "counts": [ 380, 4, 6, 0, 0, 0, 0 ], "sections": 79 }, "instructor_url": "/instructors/COLLEEN_A_CAPPER--instructor_a56c0d8e66753dffcd6f7191" }, { "instructor_uid": "instructor_4063f1dca85a7be6ad8bb7da", "source": "madgrades", "source_instructor_id": "2601906", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WENDY WAY", "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": 3.555, "graded": 55, "counts": [ 36, 6, 5, 3, 3, 2, 0 ], "sections": 12 }, "instructor_url": "/instructors/WENDY_WAY--instructor_4063f1dca85a7be6ad8bb7da" }, { "instructor_uid": "instructor_3d4e01564a8b26286a769972", "source": "madgrades", "source_instructor_id": "421416", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LORI BAKKEN", "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": 3.763, "graded": 59, "counts": [ 36, 19, 3, 1, 0, 0, 0 ], "sections": 31 }, "instructor_url": "/instructors/LORI_BAKKEN" }, { "instructor_uid": "instructor_bdaecdceac540d2d661be63b", "source": "madgrades", "source_instructor_id": "2601119", "identity_basis": "source_id", "identity_status": "source_identified", "name": "L ALLEN PHELPS", "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": 3.835, "graded": 97, "counts": [ 71, 21, 4, 1, 0, 0, 0 ], "sections": 25 }, "instructor_url": "/instructors/L_ALLEN_PHELPS--instructor_bdaecdceac540d2d661be63b" }, { "instructor_uid": "instructor_b38a5c36e5322b1b2e64106d", "source": "madgrades", "source_instructor_id": "531913", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NORMAN FJELSTAD", "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": 4, "graded": 8, "counts": [ 8, 0, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/NORMAN_FJELSTAD--instructor_b38a5c36e5322b1b2e64106d" }, { "instructor_uid": "instructor_ef4da6b4a1415e658688f783", "source": "madgrades", "source_instructor_id": "3565970", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XUELI WANG", "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": 3.984, "graded": 517, "counts": [ 503, 11, 3, 0, 0, 0, 0 ], "sections": 78 }, "instructor_url": "/instructors/XUELI_WANG--instructor_ef4da6b4a1415e658688f783" }, { "instructor_uid": "instructor_ebe10c9e336fc9aed0405f04", "source": "madgrades", "source_instructor_id": "5110118", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RACHELLE WINKLE-WAGNER", "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": 3.883, "graded": 671, "counts": [ 552, 97, 16, 4, 0, 0, 2 ], "sections": 90 }, "instructor_url": "/instructors/RACHELLE_WINKLE-WAGNER--instructor_ebe10c9e336fc9aed0405f04" }, { "instructor_uid": "instructor_394ca0147f50379bc2ade3d5", "source": "madgrades", "source_instructor_id": "3404302", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GEOFFREY BORMAN", "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": 3.99, "graded": 291, "counts": [ 285, 6, 0, 0, 0, 0, 0 ], "sections": 73 }, "instructor_url": "/instructors/GEOFFREY_BORMAN--instructor_394ca0147f50379bc2ade3d5" }, { "instructor_uid": "instructor_05c411bb334aa924c9e2309c", "source": "madgrades", "source_instructor_id": "3616914", "identity_basis": "source_id", "identity_status": "source_identified", "name": "COURTNEY LUEDKE", "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": 3.889, "graded": 18, "counts": [ 14, 4, 0, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/COURTNEY_LUEDKE" }, { "instructor_uid": "instructor_4e75e599cdce31ebbdb5098b", "source": "madgrades", "source_instructor_id": "3378109", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRISTINA MEISSEN", "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": 3.964, "graded": 69, "counts": [ 64, 5, 0, 0, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/KRISTINA_MEISSEN" }, { "instructor_uid": "instructor_acec4dbb82320943a2dc1e62", "source": "madgrades", "source_instructor_id": "352296", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAUL BREDESON", "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": 3.955, "graded": 133, "counts": [ 123, 8, 2, 0, 0, 0, 0 ], "sections": 25 }, "instructor_url": "/instructors/PAUL_BREDESON--instructor_acec4dbb82320943a2dc1e62" }, { "instructor_uid": "instructor_4a0a977049912d61a368be9a", "source": "madgrades", "source_instructor_id": "5110032", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PETER GOFF", "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": 3.932, "graded": 170, "counts": [ 152, 13, 5, 0, 0, 0, 0 ], "sections": 51 }, "instructor_url": "/instructors/PETER_GOFF" }, { "instructor_uid": "instructor_4d9a8bfc0002bac3ad6ef9b4", "source": "madgrades", "source_instructor_id": "5922647", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TIANSHU LI", "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": 3.923, "graded": 123, "counts": [ 108, 12, 2, 1, 0, 0, 0 ], "sections": 9 }, "instructor_url": "/instructors/TIANSHU_LI--instructor_4d9a8bfc0002bac3ad6ef9b4" }, { "instructor_uid": "instructor_d51053a36aa10051a03fc14d", "source": "madgrades", "source_instructor_id": "6318932", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRADLEY CARL", "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": 3.886, "graded": 44, "counts": [ 35, 8, 1, 0, 0, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/BRADLEY_CARL--instructor_d51053a36aa10051a03fc14d" }, { "instructor_uid": "instructor_a90a44f2e575a7c01c32f971", "source": "madgrades", "source_instructor_id": "4080076", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BENJAMIN KONRUFF", "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": 4, "graded": 26, "counts": [ 26, 0, 0, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/BENJAMIN_KONRUFF--instructor_a90a44f2e575a7c01c32f971" }, { "instructor_uid": "instructor_d98dd4a7540489856ff77b6c", "source": "madgrades", "source_instructor_id": "3825731", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FRANK FERNANDEZ", "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": 3.968, "graded": 47, "counts": [ 45, 1, 1, 0, 0, 0, 0 ], "sections": 5 }, "instructor_url": "/instructors/FRANK_FERNANDEZ--instructor_d98dd4a7540489856ff77b6c" }, { "instructor_uid": "instructor_551049746caf3ecf85cabbfa", "source": "enrollment", "source_instructor_id": "konruff", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ben Konruff", "email": "BEN.KONRUFF@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/BEN_KONRUFF" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ELPA 725", "course_uid": "course_3f52aab8b30c022a201494ba", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "ERIC CAMBURN" ], "a": 4, "ab": 4, "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": 9, "source_aliases": [ "ELPA 725" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ELPA 725", "course_uid": "course_3f52aab8b30c022a201494ba", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "ERIC CAMBURN", "M. KING" ], "a": 17, "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": 22, "source_aliases": [ "ELPA 725" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ELPA 725", "course_uid": "course_3f52aab8b30c022a201494ba", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "COLLEEN A. 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0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "ELPA 725" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ELPA 725", "course_uid": "course_3f52aab8b30c022a201494ba", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "PETER GOFF" ], "a": 17, "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": 19, "source_aliases": [ "ELPA 725" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ELPA 725", "course_uid": "course_3f52aab8b30c022a201494ba", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "BRADLEY CARL", "Tianyu Li" ], "a": 14, "ab": 2, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, 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"BENJAMIN KONRUFF" ], "a": 13, "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": 13, "source_aliases": [ "ELPA 725" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ELPA 725", "course_uid": "course_3f52aab8b30c022a201494ba", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Frank Fernandez" ], "a": 8, "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": 8, "source_aliases": [ "ELPA 725" ] } ] ``` ### statistics #### gpa 3.882 #### graded 586 #### counts * 472 * 97 * 15 * 1 * 0 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_3f52aab8b30c022a201494ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_3f52aab8b30c022a201494ba-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_3f52aab8b30c022a201494ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_3f52aab8b30c022a201494ba-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_3f52aab8b30c022a201494ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_3f52aab8b30c022a201494ba-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_3f52aab8b30c022a201494ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_3f52aab8b30c022a201494ba-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8822525597269624 #### count 586 #### university ##### size 5069 ##### gpa Percentile 75 ##### count Percentile 75 ##### median Count 216 ##### 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 | 18 | false | | 2.8–3.2 | 408 | false | | 3.2–3.6 | 1509 | false | | 3.6–4.0 | 3134 | true | #### departments ```json [ { "subject": "ELPA", "comparison": { "size": 51, "gpaPercentile": 26, "countPercentile": 94, "medianCount": 166, "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": 0, "current": false }, { "range": "3.6–4.0", "count": 51, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.6666666666666665 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1074 ##### term 1074 ##### gpa 3.8863636363636362 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1082 ##### term 1082 ##### gpa 4 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1084 ##### term 1084 ##### gpa 3.9583333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1092 ##### term 1092 ##### gpa 3.8513513513513513 ##### count 37 ##### university ###### size 732 ###### gpa Percentile 87 ###### count Percentile 13 ###### 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 | 41 | false | | 2.8–3.2 | 208 | false | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | true | ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1094 ##### term 1094 ##### gpa 3.8333333333333335 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1102 ##### term 1102 ##### gpa 3.8333333333333335 ##### count 42 ##### university ###### size 774 ###### gpa Percentile 86 ###### count Percentile 23 ###### 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 | 1 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 201 | false | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | true | ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1104 ##### term 1104 ##### gpa 3.92 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1112 ##### term 1112 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1114 ##### term 1114 ##### gpa 4 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1122 ##### term 1122 ##### gpa 3.8333333333333335 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1124 ##### term 1124 ##### gpa 4 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1132 ##### term 1132 ##### gpa 3.7142857142857144 ##### count 35 ##### university ###### size 851 ###### gpa Percentile 77 ###### count Percentile 9 ###### 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 | 40 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 303 | false | | 3.6–4.0 | 272 | true | ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1134 ##### term 1134 ##### gpa 3.642857142857143 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1142 ##### term 1142 ##### gpa 3.814814814814815 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1144 ##### term 1144 ##### gpa 3.888888888888889 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1152 ##### term 1152 ##### gpa 3.8857142857142857 ##### count 35 ##### university ###### size 918 ###### gpa Percentile 88 ###### count Percentile 10 ###### 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 | false | | 3.6–4.0 | 286 | true | ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1154 ##### term 1154 ##### gpa 3.533333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1162 ##### term 1162 ##### gpa 3.9791666666666665 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1172 ##### term 1172 ##### gpa 3.96875 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1182 ##### term 1182 ##### gpa 3.9347826086956523 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1192 ##### term 1192 ##### gpa 3.9722222222222223 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1202 ##### term 1202 ##### gpa 3.9473684210526314 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1212 ##### term 1212 ##### gpa 3.9375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1222 ##### term 1222 ##### gpa 3.933333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1232 ##### term 1232 ##### gpa 3.769230769230769 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1242 ##### term 1242 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1252 ##### term 1252 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1262 ##### term 1262 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | ### benchmarks #### all ##### school ###### size 5069 ###### gpa 3.6461951006494973 ###### top Share 81.000800446063 ###### count 216 ##### ELPA ###### size 51 ###### gpa 3.916896463100134 ###### top Share 96.75754405862054 ###### count 166 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 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 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_ebe10c9e336fc9aed0405f04", "name": "RACHELLE WINKLE-WAGNER", "count": 131, "terms": [ { "term": "1132", "count": 35, "sections": 2, "gpa": 3.7142857142857144 }, { "term": "1134", "count": 14, "sections": 1, "gpa": 3.642857142857143 }, { "term": "1142", "count": 20, "sections": 1, "gpa": 3.75 }, { "term": "1152", "count": 17, "sections": 1, "gpa": 3.8529411764705883 }, { "term": "1154", "count": 15, "sections": 1, "gpa": 3.533333333333333 }, { "term": "1162", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1172", "count": 16, "sections": 1, "gpa": 3.96875 } ] }, { "uid": "instructor_a56c0d8e66753dffcd6f7191", "name": "COLLEEN A. CAPPER", "count": 71, "terms": [ { "term": "1082", "count": 19, "sections": 1, "gpa": 4 }, { "term": "1092", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1102", "count": 13, "sections": 1, "gpa": 4 }, { "term": "1104", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1112", "count": 14, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_4a0a977049912d61a368be9a", "name": "PETER GOFF", "count": 70, "terms": [ { "term": "1162", "count": 10, "sections": 1, "gpa": 3.95 }, { "term": "1182", "count": 23, "sections": 1, "gpa": 3.9347826086956523 }, { "term": "1192", "count": 18, "sections": 1, "gpa": 3.9722222222222223 }, { "term": "1202", "count": 19, "sections": 1, "gpa": 3.9473684210526314 } ] }, { "uid": "instructor_0b90230f1a1802c49082adec", "name": "ERIC CAMBURN", "count": 44, "terms": [ { "term": "1072", "count": 9, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1074", "count": 14, "sections": 1, "gpa": 3.857142857142857 }, { "term": "1102", "count": 21, "sections": 1, "gpa": 3.6666666666666665 } ] }, { "uid": "instructor_d51053a36aa10051a03fc14d", "name": "BRADLEY CARL", "count": 44, "terms": [ { "term": "1212", "count": 16, "sections": 1, "gpa": 3.9375 }, { "term": "1222", "count": 15, "sections": 1, "gpa": 3.933333333333333 }, { "term": "1232", "count": 13, "sections": 1, "gpa": 3.769230769230769 } ] }, { "uid": "instructor_9762caf79cc37d28be81ba6a", "name": "M. KING", "count": 37, "terms": [ { "term": "1074", "count": 8, "sections": 1, "gpa": 3.9375 }, { "term": "1104", "count": 14, "sections": 1, "gpa": 3.857142857142857 }, { "term": "1122", "count": 15, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_ef4da6b4a1415e658688f783", "name": "XUELI WANG", "count": 36, "terms": [ { "term": "1114", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1124", "count": 25, "sections": 2, "gpa": 4 } ] }, { "uid": "instructor_a90a44f2e575a7c01c32f971", "name": "BENJAMIN KONRUFF", "count": 26, "terms": [ { "term": "1242", "count": 13, "sections": 1, "gpa": 4 }, { "term": "1252", "count": 13, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_4063f1dca85a7be6ad8bb7da", "name": "WENDY WAY", "count": 24, "terms": [ { "term": "1084", "count": 24, "sections": 1, "gpa": 3.9583333333333335 } ] }, { "uid": "instructor_3d4e01564a8b26286a769972", "name": "LORI BAKKEN", "count": 23, "terms": [ { "term": "1092", "count": 23, "sections": 1, "gpa": 3.760869565217391 } ] }, { "uid": "instructor_bdaecdceac540d2d661be63b", "name": "L ALLEN PHELPS", "count": 21, "terms": [ { "term": "1094", "count": 21, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_05c411bb334aa924c9e2309c", "name": "COURTNEY LUEDKE", "count": 18, "terms": [ { "term": "1144", "count": 18, "sections": 1, "gpa": 3.888888888888889 } ] }, { "uid": "instructor_4e75e599cdce31ebbdb5098b", "name": "KRISTINA MEISSEN", "count": 18, "terms": [ { "term": "1144", "count": 18, "sections": 1, "gpa": 3.888888888888889 } ] }, { "uid": "instructor_acec4dbb82320943a2dc1e62", "name": "PAUL BREDESON", "count": 18, "terms": [ { "term": "1152", "count": 18, "sections": 1, "gpa": 3.9166666666666665 } ] }, { "uid": "instructor_4d9a8bfc0002bac3ad6ef9b4", "name": "TIANSHU LI", "count": 16, "terms": [ { "term": "1212", "count": 16, "sections": 1, "gpa": 3.9375 } ] }, { "uid": "instructor_b38a5c36e5322b1b2e64106d", "name": "NORMAN FJELSTAD", "count": 8, "terms": [ { "term": "1102", "count": 8, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_d98dd4a7540489856ff77b6c", "name": "FRANK FERNANDEZ", "count": 8, "terms": [ { "term": "1262", "count": 8, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_394ca0147f50379bc2ade3d5", "name": "GEOFFREY BORMAN", "count": 7, "terms": [ { "term": "1142", "count": 7, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.