# EDPSYCH 560: Foundations of Quantitative and Qualitative Research Methods | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/EDPSYCH_560)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

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### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T23:19:01.870283+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

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### term

1272

### departments

| subject   | count |
| --------- | ----- |
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| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
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| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
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| PHYTHER   | 37    |
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| POLISCI   | 192   |
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| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
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| 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

5337847529469335573b2fd04180e64867adfaeffd81e6c07e9977614a6d18f5

### course id

EDPSYCH 560

### course uid

course\_897ca182932973574154c824

### catalog version id

e0112370f93555eca2c617ac52ca5fb63d80396a8340988a597259c1b8076606

### course number

560

### subjects

* EDPSYCH

### title

FOUNDATIONS OF QUANTITATIVE AND QUALITATIVE RESEARCH METHODS

### description

Presents introductory research procedures in the social sciences, including the exploration of theoretical foundations and practical use of basic tools and programs needed for quantitative and qualitative data analysis. Examines how different methodologies can complement or compete with the other, and showcases how pertinent quantitative and qualitative methods are applied in the field of learning analytics with particular emphasis on data about - and therefore issues in - learning environments such as classrooms, online courses, apprenticeships and internships, museum exhibits, after school programs, and other formal and informal educational contexts.

### requirements text

Satisfied Quantitative Reasoning (QR) B or graduate/professional standing

### credits min

6

### credits max

6

### credit offering ids

* 1272:315:025945

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

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### llm model

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

### llm model revision

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### llm task version

14

### llm search status

valid

### llm summary

EDPSYCH 560 introduces foundational research procedures in social sciences, focusing on quantitative and qualitative data analysis and their application in learning analytics.

### llm topics

* Theoretical foundations of research
* Quantitative and qualitative data analysis
* Learning analytics in educational contexts
* Methodological complementarity and competition

### llm skills

* Quantitative and qualitative data analysis using basic tools and programs
* Comparative evaluation of quantitative and qualitative methodologies
* Application of research methods in learning analytics

### llm assumed background

None recorded.

### llm search phrases

* quantitative research methods
* qualitative data analysis
* learning analytics
* educational research tools

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

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#### course id

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#### current instructors

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```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

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#### quick take

Recent recorded grades — Fall 2023: 3.85 GPA, 92.3% A/AB (n=13 letter grades); Fall 2024: 3.95 GPA, 100.0% A/AB (n=11 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=8 letter grades).

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#### student experience

None recorded.

#### task hash

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#### teaching history

KELSEY SCHENCK is recorded teaching in Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

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```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
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```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
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    "source": "enrollment",
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```

### offerings

```json
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    "credits_min": 6,
    "credits_max": 6,
    "typically_offered": "Not Applicable"
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]
```

### sections

```json
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    "enrolled": 21,
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    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

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      "gpa": 3.907,
      "graded": 376,
      "counts": [
        329,
        32,
        13,
        0,
        1,
        0,
        1
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/YEYU_WANG--instructor_e038cf19a2ca81c7f3c7a3ff"
  },
  {
    "instructor_uid": "instructor_0e14a28f7246ec2dba94742f",
    "source": "madgrades",
    "source_instructor_id": "4484888",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KELSEY SCHENCK",
    "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": 5,
      "quality": 3.2,
      "difficulty": 1.8,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2551801",
      "source_url": "https://www.ratemyprofessors.com/professor/2551801",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:26:21.778934+00:00",
      "courses": {
        "course_efce20748a02fd76caa36d8a": {
          "review_count": 4,
          "quality": 3.5,
          "difficulty": 2,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.5677486268372762,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.831,
      "graded": 728,
      "counts": [
        573,
        96,
        38,
        14,
        6,
        0,
        1
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/KELSEY_SCHENCK--instructor_0e14a28f7246ec2dba94742f"
  },
  {
    "instructor_uid": "instructor_63456fc58dde8f8a9f609178",
    "source": "madgrades",
    "source_instructor_id": "6119625",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAEYOON CHOI",
    "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": 3.452,
      "graded": 189,
      "counts": [
        84,
        45,
        36,
        14,
        7,
        2,
        1
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/JAEYOON_CHOI--instructor_63456fc58dde8f8a9f609178"
  },
  {
    "instructor_uid": "instructor_d215c6bc3c0aa15c43a0181e",
    "source": "madgrades",
    "source_instructor_id": "6252988",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JIHYUN RHO",
    "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": 11,
      "counts": [
        10,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/JIHYUN_RHO--instructor_d215c6bc3c0aa15c43a0181e"
  },
  {
    "instructor_uid": "instructor_d03657f53c57500540a52bec",
    "source": "enrollment",
    "source_instructor_id": "keschenck",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Kelsey Schenck",
    "email": "KESCHENCK@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 5,
      "quality": 3.2,
      "difficulty": 1.8,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2551801",
      "source_url": "https://www.ratemyprofessors.com/professor/2551801",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:26:21.778934+00:00",
      "courses": {
        "course_efce20748a02fd76caa36d8a": {
          "review_count": 4,
          "quality": 3.5,
          "difficulty": 2,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.5677486268372762,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/KELSEY_SCHENCK"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPSYCH 560",
    "course_uid": "course_897ca182932973574154c824",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "AMANDA EVENSTONE",
      "YEYU WANG"
    ],
    "a": 17,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 19,
    "source_aliases": [
      "EDPSYCH 560"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPSYCH 560",
    "course_uid": "course_897ca182932973574154c824",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "JAEYOON CHOI",
      "Kelsey Schenck"
    ],
    "a": 11,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 13,
    "source_aliases": [
      "EDPSYCH 560"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPSYCH 560",
    "course_uid": "course_897ca182932973574154c824",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Kelsey Schenck",
      "YEYU WANG"
    ],
    "a": 10,
    "ab": 2,
    "b": 1,
    "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": 14,
    "source_aliases": [
      "EDPSYCH 560"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPSYCH 560",
    "course_uid": "course_897ca182932973574154c824",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "JIHYUN RHO",
      "Kelsey Schenck"
    ],
    "a": 10,
    "ab": 1,
    "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": 12,
    "source_aliases": [
      "EDPSYCH 560"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPSYCH 560",
    "course_uid": "course_897ca182932973574154c824",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Kelsey Schenck"
    ],
    "a": 7,
    "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": 8,
    "source_aliases": [
      "EDPSYCH 560"
    ]
  }
]
```

### statistics

#### gpa

3.95

#### graded

60

#### counts

* 55
* 4
* 1
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_897ca182932973574154c824-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_897ca182932973574154c824-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_897ca182932973574154c824-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_897ca182932973574154c824-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_897ca182932973574154c824-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_897ca182932973574154c824-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.95

#### count

60

#### university

##### size

2928

##### gpa Percentile

83

##### count Percentile

25

##### median Count

115

##### 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 | 10    | false   |
| 2.8–3.2 | 180   | false   |
| 3.2–3.6 | 745   | false   |
| 3.6–4.0 | 1992  | true    |

#### departments

```json
[
  {
    "subject": "EDPSYCH",
    "comparison": {
      "size": 40,
      "gpaPercentile": 51,
      "countPercentile": 21,
      "medianCount": 94,
      "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": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 38,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1222

##### term

1222

##### gpa

4

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPSYCH |            |

#### 1232

##### term

1232

##### gpa

4

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPSYCH |            |

#### 1242

##### term

1242

##### gpa

3.8461538461538463

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPSYCH |            |

#### 1252

##### term

1252

##### gpa

3.9545454545454546

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPSYCH |            |

#### 1262

##### term

1262

##### gpa

3.9375

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPSYCH |            |

### benchmarks

#### all

##### school

###### size

2928

###### gpa

3.6868346571627475

###### top Share

83.66514315684641

###### count

115

##### EDPSYCH

###### size

40

###### gpa

3.9104048457286935

###### top Share

96.25265378956468

###### count

94

#### terms

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### EDPSYCH

###### size

11

###### gpa

3.740741404776877

###### top Share

87.1688049022405

###### count

86

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### EDPSYCH

###### size

12

###### gpa

3.763315909749861

###### top Share

88.74744140864902

###### count

79

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### EDPSYCH

###### size

10

###### gpa

3.796035100075945

###### top Share

90.68590569683366

###### count

86

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### EDPSYCH

###### size

10

###### gpa

3.787003551788036

###### top Share

90.13197068591639

###### count

95

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### EDPSYCH

###### size

13

###### gpa

3.854132135843917

###### top Share

94.41823355554597

###### count

87

## instructor Trends

```json
[
  {
    "uid": "instructor_0e14a28f7246ec2dba94742f",
    "name": "KELSEY SCHENCK",
    "count": 43,
    "terms": [
      {
        "term": "1232",
        "count": 11,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1242",
        "count": 13,
        "sections": 1,
        "gpa": 3.8461538461538463
      },
      {
        "term": "1252",
        "count": 11,
        "sections": 1,
        "gpa": 3.9545454545454546
      },
      {
        "term": "1262",
        "count": 8,
        "sections": 1,
        "gpa": 3.9375
      }
    ]
  },
  {
    "uid": "instructor_e038cf19a2ca81c7f3c7a3ff",
    "name": "YEYU WANG",
    "count": 30,
    "terms": [
      {
        "term": "1222",
        "count": 17,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1242",
        "count": 13,
        "sections": 1,
        "gpa": 3.8461538461538463
      }
    ]
  },
  {
    "uid": "instructor_9e75f3aede382d9d7cb39079",
    "name": "AMANDA EVENSTONE",
    "count": 17,
    "terms": [
      {
        "term": "1222",
        "count": 17,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_63456fc58dde8f8a9f609178",
    "name": "JAEYOON CHOI",
    "count": 11,
    "terms": [
      {
        "term": "1232",
        "count": 11,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_d215c6bc3c0aa15c43a0181e",
    "name": "JIHYUN RHO",
    "count": 11,
    "terms": [
      {
        "term": "1252",
        "count": 11,
        "sections": 1,
        "gpa": 3.9545454545454546
      }
    ]
  }
]
```

## following

None recorded.
