# ELPA 832: Resource Allocation for Equity and Social Justice | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ELPA_832) ## 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 1584a1197e5df8fd904b8a0af683adb35f02dd5155b96bc7cf6010d2628abaeb ### course id ELPA 832 ### course uid course\_1b6a429758b27850c11ef940 ### catalog version id 563c8a8bc32e3c350d084515e9d7aa075761fa3ac9b3dc422dc80759f8b70cd1 ### course number 832 ### subjects * ELPA ### title RESOURCE ALLOCATION FOR EQUITY AND SOCIAL JUSTICE ### description School finance and resource allocation for educational leaders, with an emphasis on educational adequacy, equity and efficiency. Includes an emphasis on the strategic deployment of human and material resources to address inequality and promote educational opportunity. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 56ee14d2123e4f64f43ef612b9de57ee26774d6f8718123a926380ac2bbfe72a ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ELPA 832 teaches school finance and resource allocation for educational leaders, emphasizing adequacy, equity, efficiency, and the strategic deployment of resources to address inequality. ### llm topics * School finance and resource allocation * Educational adequacy, equity, and efficiency * Strategic deployment of human and material resources * Addressing inequality and promoting educational opportunity ### llm skills * Strategic deployment of resources * Addressing inequality and promoting opportunity ### llm assumed background None recorded. ### llm search phrases * school finance educational leaders * resource allocation equity efficiency * educational adequacy inequality * strategic deployment resources opportunity ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash fe7efe630d9bdf492bbb928053e2c844ac9b2c9fd7cd8edcd5e7898e0412f9df #### course id ELPA 832 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Fall 2018: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Fall 2023: 3.72 GPA, 93.8% A/AB (n=16 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=9 letter grades). ```json { "citations": [ { "course_id": "ELPA 832", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f02d6646-9fc7-3960-9824-10183a54caa5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ELPA 832", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f02d6646-9fc7-3960-9824-10183a54caa5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ELPA 832", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f02d6646-9fc7-3960-9824-10183a54caa5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history 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 None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "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_82d5cc1cbb4d8982e20e1fff", "source": "madgrades", "source_instructor_id": "4522153", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTOPHER SALDANA", "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": 3.939, "graded": 90, "counts": [ 86, 3, 0, 0, 0, 0, 1 ], "sections": 12 }, "instructor_url": "/instructors/CHRISTOPHER_SALDANA--instructor_82d5cc1cbb4d8982e20e1fff" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ELPA 832", "course_uid": "course_1b6a429758b27850c11ef940", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "PETER GOFF" ], "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": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 9, "source_aliases": [ "ELPA 832" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ELPA 832", "course_uid": "course_1b6a429758b27850c11ef940", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Christopher Saldana" ], "a": 14, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "ELPA 832" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ELPA 832", "course_uid": "course_1b6a429758b27850c11ef940", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Christopher Saldana" ], "a": 9, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "ELPA 832" ] } ] ``` ### statistics #### gpa 3.864 #### graded 33 #### counts * 31 * 1 * 0 * 0 * 0 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1b6a429758b27850c11ef940-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1b6a429758b27850c11ef940-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1b6a429758b27850c11ef940-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1b6a429758b27850c11ef940-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1b6a429758b27850c11ef940-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1b6a429758b27850c11ef940-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8636363636363638 #### count 33 #### university ##### size 2568 ##### gpa Percentile 73 ##### count Percentile 6 ##### median Count 78.5 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 12 | false | | 2.8–3.2 | 232 | false | | 3.2–3.6 | 730 | false | | 3.6–4.0 | 1594 | true | #### departments ```json [ { "subject": "ELPA", "comparison": { "size": 23, "gpaPercentile": 9, "countPercentile": 14, "medianCount": 47, "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": 23, "current": true } ] } } ] ``` ### terms #### 1192 ##### term 1192 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1242 ##### term 1242 ##### gpa 3.71875 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | #### 1254 ##### term 1254 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ELPA | | ### benchmarks #### all ##### school ###### size 2568 ###### gpa 3.6379955470670615 ###### top Share 80.72479140489857 ###### count 78.5 ##### ELPA ###### size 23 ###### gpa 3.9342177681390593 ###### top Share 97.09649823758856 ###### count 47 #### terms ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_82d5cc1cbb4d8982e20e1fff", "name": "CHRISTOPHER SALDANA", "count": 25, "terms": [ { "term": "1242", "count": 16, "sections": 1, "gpa": 3.71875 }, { "term": "1254", "count": 9, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_4a0a977049912d61a368be9a", "name": "PETER GOFF", "count": 8, "terms": [ { "term": "1192", "count": 8, "sections": 1, "gpa": 4 } ] } ] ``` ## following | code | title | | -------- | ------------------------------ | | ELPA 960 | SEMINAR IN EDUCATIONAL FINANCE |