# KINES 673: Healthcare Informatics and Quality Improvement in Athletic Training | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/KINES_673)

## 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
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* 1132
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* 1122
* 1114
* 1112
* 1104
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* 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

98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2

### course id

KINES 673

### course uid

course\_c369330f8f3d424339a70b47

### catalog version id

b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6

### course number

673

### subjects

* KINES

### title

HEALTHCARE INFORMATICS AND QUALITY IMPROVEMENT IN ATHLETIC TRAINING

### description

Explores the principles of health informatics and quality improvement for applications in contemporary athletic training practice. Content includes ethical use of data, technology, healthcare information management, fundamentals of quality improvement, measuring improvement, cost and value models, and the history of quality improvement in healthcare.

### requirements text

Declared Athletic Training MS

### credits min

1

### credits max

1

### credit offering ids

* 1272:742:025696

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

c96d71f5119b84bf1f3885b2296ed9ea87f8a7a4661de195c1651c1f197fce83

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Explores health informatics and quality improvement principles for athletic training practice.

### llm topics

* Health informatics
* Quality improvement
* History of quality improvement in healthcare

### llm skills

* Ethical use of data
* Healthcare information management
* Fundamentals of quality improvement
* Measuring improvement
* Cost and value models

### llm assumed background

None recorded.

### llm search phrases

* health informatics athletic training
* quality improvement healthcare data
* athletic training informatics ethics

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

d66c56bca7970dda584ec493893f639ff753b91cab6047e83fbba9bd7653d49e

#### course id

KINES 673

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_b91f754c8a9131b647aec366",
    "message": "No course-specific reviews available",
    "name": "David Bell",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2679414",
    "summary": [
      {
        "citations": [
          {
            "course_id": "KINES 673",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "af403627-d116-3c58-a1f0-8abacd26391c",
            "source_record": {
              "entity_id": "af403627-d116-3c58-a1f0-8abacd26391c",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "KINES 673",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "af403627-d116-3c58-a1f0-8abacd26391c",
            "source_record": {
              "entity_id": "af403627-d116-3c58-a1f0-8abacd26391c",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Fall 2025: 3.81 GPA, 100.0% A/AB (n=13 letter grades)."
      }
    ]
  }
]
```

#### 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: 3.81 GPA, 92.3% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Fall 2025: 3.81 GPA, 100.0% A/AB (n=13 letter grades).

```json
{
  "citations": [
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      },
      "table": "grades_latest",
      "term_id": "1262",
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    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DAVID BELL is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "KINES 673",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "af403627-d116-3c58-a1f0-8abacd26391c",
      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Declared Athletic Training MS",
    "course": null,
    "evidence": "Declared Athletic Training MS",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

* Reference to 'Declared Athletic Training MS' is a program status, not a specific course ID in linked\_courses.

#### root

n0

#### status

needs\_review

### instructors

```json
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    "source_instructor_id": "drbell2",
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    "email": "DRBELL2@WISC.EDU",
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      "bayesian_quality": 3.6282721748062814,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
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    "instructor_url": "/instructors/DAVID_BELL"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:742:025696",
    "course_id": "KINES 673",
    "course_uid": "course_c369330f8f3d424339a70b47",
    "term_id": "1272",
    "source_course_id": "025696",
    "source_subject_id": "742",
    "title": "Healthcare Informatics and Quality Improvement in Athletic Training",
    "credits_min": 1,
    "credits_max": 1,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:25793",
    "term_id": "1272",
    "source_section_id": "25793",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Online Only",
    "capacity": 20,
    "enrolled": 18,
    "waitlisted": 0,
    "start_date": "2026-10-19 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
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    "instructor_uid": "instructor_25a41a3cc33ce36844bb4b76",
    "source": "madgrades",
    "source_instructor_id": "984470",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANDREW WINTERSTEIN",
    "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": 3.532,
      "graded": 2243,
      "counts": [
        1101,
        528,
        390,
        138,
        72,
        12,
        2
      ],
      "sections": 90
    },
    "instructor_url": "/instructors/ANDREW_WINTERSTEIN"
  },
  {
    "instructor_uid": "instructor_0b1871ef27c63f8c52592197",
    "source": "madgrades",
    "source_instructor_id": "4758753",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DAVID BELL",
    "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": {
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      "difficulty": 2,
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    "grade_statistics": {
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      "graded": 803,
      "counts": [
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  {
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]
```

### grades

```json
[
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "KINES 673",
    "course_uid": "course_c369330f8f3d424339a70b47",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "ANDREW WINTERSTEIN"
    ],
    "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": [
      "KINES 673"
    ]
  },
  {
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    "term_id": "1242",
    "term_name": "Fall 2023",
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    "b": 1,
    "bc": 0,
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    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 13,
    "source_aliases": [
      "KINES 673"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "KINES 673",
    "course_uid": "course_c369330f8f3d424339a70b47",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "David Bell"
    ],
    "a": 15,
    "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": 1,
    "other": 0,
    "total": 16,
    "source_aliases": [
      "KINES 673"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "KINES 673",
    "course_uid": "course_c369330f8f3d424339a70b47",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "David Bell"
    ],
    "a": 8,
    "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": 13,
    "source_aliases": [
      "KINES 673"
    ]
  }
]
```

### statistics

#### gpa

3.896

#### graded

53

#### counts

* 43
* 9
* 1
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_c369330f8f3d424339a70b47-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_c369330f8f3d424339a70b47-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_c369330f8f3d424339a70b47-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_c369330f8f3d424339a70b47-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_c369330f8f3d424339a70b47-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_c369330f8f3d424339a70b47-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8962264150943398

#### count

53

#### university

##### size

2734

##### gpa Percentile

72

##### count Percentile

23

##### median Count

105

##### 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 | 6     | false   |
| 2.8–3.2 | 183   | false   |
| 3.2–3.6 | 704   | false   |
| 3.6–4.0 | 1840  | true    |

#### departments

```json
[
  {
    "subject": "KINES",
    "comparison": {
      "size": 50,
      "gpaPercentile": 57,
      "countPercentile": 18,
      "medianCount": 75.5,
      "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": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 41,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1232

##### term

1232

##### gpa

3.9583333333333335

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| KINES   |            |

#### 1242

##### term

1242

##### gpa

3.8076923076923075

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| KINES   |            |

#### 1252

##### term

1252

##### gpa

4

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| KINES   |            |

#### 1262

##### term

1262

##### gpa

3.8076923076923075

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| KINES   |            |

### benchmarks

#### all

##### school

###### size

2734

###### gpa

3.6828436876066126

###### top Share

83.37648184927653

###### count

105

##### KINES

###### size

50

###### gpa

3.760095451116026

###### top Share

87.37487784935087

###### count

75.5

#### terms

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### KINES

###### size

18

###### gpa

3.700733620967052

###### top Share

84.32193722119153

###### count

53.5

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### KINES

###### size

19

###### gpa

3.7387366696878352

###### top Share

86.56856874701776

###### count

63

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### KINES

###### size

20

###### gpa

3.733816575202135

###### top Share

86.31139036484802

###### count

69

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### KINES

###### size

21

###### gpa

3.760460477952173

###### top Share

88.02404339245822

###### count

68

## instructor Trends

```json
[
  {
    "uid": "instructor_0b1871ef27c63f8c52592197",
    "name": "DAVID BELL",
    "count": 28,
    "terms": [
      {
        "term": "1252",
        "count": 15,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 13,
        "sections": 1,
        "gpa": 3.8076923076923075
      }
    ]
  },
  {
    "uid": "instructor_25a41a3cc33ce36844bb4b76",
    "name": "ANDREW WINTERSTEIN",
    "count": 25,
    "terms": [
      {
        "term": "1232",
        "count": 12,
        "sections": 1,
        "gpa": 3.9583333333333335
      },
      {
        "term": "1242",
        "count": 13,
        "sections": 1,
        "gpa": 3.8076923076923075
      }
    ]
  }
]
```

## following

None recorded.
