# POLISCI 827: Public Opinion | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/POLISCI_827)

## Dataset

### search projection

#### version

1

#### terms

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### revision

fc1811fa52e581ea57a35c0cf3343f8740a8ffbf

### repository

twangodev/uwcourses

### schema version

6

### importer version

10

### projection id

25a5e1495a940a130efa223858e76f52294bba73a112cecf25208173491bd201

### observed at

2026-10-14T17:50:09.728220+00:00

### built at

2026-10-19T18:58:33.786556+00:00

### courses

8929

### current instructors

3758

### limited

false

### terms

* 1274
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### term

1274

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 70    |
| AGROECOL  | 21    |
| AMERIND   | 54    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 53    |
| ANTHRO    | 93    |
| ART       | 124   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 70    |
| BIOCHEM   | 52    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 68    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 51    |
| CIVENGR   | 131   |
| CLASSICS  | 47    |
| CNP       | 11    |
| CNSRSCI   | 49    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 10    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 14    |
| CS\&D     | 71    |
| CSCS      | 39    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 33    |
| ECE       | 155   |
| ECON      | 144   |
| EDPOL     | 115   |
| EDPSYCH   | 97    |
| ELPA      | 71    |
| EMA       | 52    |
| EMERMED   | 17    |
| ENGL      | 205   |
| ENTOM     | 39    |
| ENVIRST   | 149   |
| EP        | 15    |
| EPD       | 65    |
| ESL       | 15    |
| F\&WECOL  | 60    |
| FAMMED    | 21    |
| FINANCE   | 50    |
| FOLKLORE  | 38    |
| FOODSCI   | 43    |
| FRENCH    | 62    |
| GEN\&WS   | 144   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 112   |
| GEOSCI    | 83    |
| GERMAN    | 84    |
| GLE       | 47    |
| GNS       | 39    |
| GREEK     | 27    |
| HDFS      | 43    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 232   |
| HISTSCI   | 54    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 21    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 52    |
| ISYE      | 82    |
| ITALIAN   | 55    |
| JEWISH    | 56    |
| JOURN     | 87    |
| KINES     | 127   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 118   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 90    |
| LITTRANS  | 79    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 65    |
| MATH      | 152   |
| MDGENET   | 8     |
| ME        | 132   |
| MEDHIST   | 41    |
| MEDICINE  | 59    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 45    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 60    |
| MUSIC     | 164   |
| MUSPERF   | 125   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 5     |
| NTP       | 11    |
| NURSING   | 112   |
| NUTRSCI   | 64    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 13    |
| OPHTHALM  | 5     |
| OTM       | 44    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 27    |
| PHARMACY  | 36    |
| PHILOS    | 76    |
| PHMCOL-M  | 10    |
| PHMPRAC   | 41    |
| PHMSCI    | 58    |
| PHYASST   | 38    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 53    |
| PLPATH    | 37    |
| POLISCI   | 197   |
| POPHLTH   | 54    |
| PORTUG    | 33    |
| PSYCH     | 102   |
| PSYCHIAT  | 21    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 101   |
| S\&APHM   | 16    |
| SCANDST   | 73    |
| SLAVIC    | 90    |
| SOC       | 145   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 81    |
| SRMED     | 21    |
| STAT      | 91    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 24    |
| SURGSCI   | 33    |
| THEATRE   | 88    |
| URBRPL    | 60    |
| UROLOGY   | 6     |
| ZOOLOGY   | 90    |

### designations

| family                 | value                                  | label                                                        |
| ---------------------- | -------------------------------------- | ------------------------------------------------------------ |
| breadth                | biological-science                     | Breadth - Biological Science                                 |
| breadth                | biological-science-or-social-science   | Breadth - Biological Science or Social Science               |
| breadth                | humanities                             | Breadth - Humanities                                         |
| breadth                | humanities-or-natural-science          | Breadth - Humanities or Natural Science                      |
| breadth                | humanities-or-social-science           | Breadth - Humanities or Social Science                       |
| breadth                | literature                             | Breadth - Literature                                         |
| breadth                | natural-science                        | Breadth - Natural Science                                    |
| breadth                | physical-science                       | Breadth - Physical Science                                   |
| breadth                | social-science                         | Breadth - Social Science                                     |
| breadth                | social-science-or-natural-science      | Breadth - Social Science or Natural Science                  |
| catalog-level          | advanced                               | Level - Advanced                                             |
| catalog-level          | elementary                             | Level - Elementary                                           |
| catalog-level          | intermediate                           | Level - Intermediate                                         |
| communication          | a                                      | Comm QR - Communication A                                    |
| communication          | b                                      | Comm QR - Communication B                                    |
| core-gened             | civics-and-perspectives                | Core GenEd - Civics & Perspectives                           |
| core-gened             | communication-and-literacy             | Core GenEd - Communication & Literacy                        |
| core-gened             | humanities-and-arts                    | Core GenEd - Humanities & Arts                               |
| core-gened             | mathematics-and-quantitative-reasoning | Core GenEd - Mathematics & Quantitative Reasoning            |
| core-gened             | natural-science-and-wellness           | Core GenEd - Natural Science & Wellness                      |
| core-gened             | natural-science-and-wellness-lab       | Core GenEd - Natural Science & Wellness + Lab                |
| core-gened             | social-and-behavioral-science          | Core GenEd - Social & Behavioral Science                     |
| ethnic-studies         | yes                                    | Ethnic St - Ethnic Studies                                   |
| frgn-lang              | 1st-semester-language                  | Frgn Lang - 1st semester language                            |
| frgn-lang              | 2nd-semester-language                  | Frgn Lang - 2nd semester language                            |
| frgn-lang              | 3rd-semester-language                  | Frgn Lang - 3rd semester language                            |
| frgn-lang              | 4th-semester-language                  | Frgn Lang - 4th semester language                            |
| frgn-lang              | 5th-semester-language                  | Frgn Lang - 5th + semester language                          |
| graduate-credit        | yes                                    | Grad 50% - Counts toward 50% graduate coursework requirement |
| honors                 | accelerated-honors                     | Honors - Accelerated Honors (!)                              |
| honors                 | honors-only-courses-h                  | Honors - Honors Only Courses (H)                             |
| honors                 | honors-optional                        | Honors - Honors Optional (%)                                 |
| liberal-arts           | l-and-s-liberal-arts-and-science       | L\&S Credit - L\&S Liberal Arts and Science                  |
| quantitative-reasoning | a                                      | Comm QR - Quantitative Reasoning A                           |
| quantitative-reasoning | b                                      | Comm QR - Quantitative Reasoning B                           |
| workplace              | workplace-experience                   | Workplace - Workplace Experience                             |

## course

### run id

20261014T203208-0851c9a1

### semester

1274

### observed at

2026-10-14 17:50:09.728220+00:00

### record version id

43147bd00b3bbd1edbd1e996bad0815b82894a97a76fbc59426aecf9a0d42a71

### course id

POLISCI 827

### course uid

course\_2294d6981fbebb9190116118

### catalog version id

7caa78371c0ee591a13dec646e61a1b134c13ed6ef79c7440c928c0e5e0fa25c

### course number

827

### subjects

* POLISCI

### title

PUBLIC OPINION

### description

Study classic and cutting-edge research on public opinion and prominent and promising methodologies for studying it. Discuss competing theories on the appropriate and actual role of public opinion in democracies.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-49752a259f17fab0f49665b3

### llm output id

8335129cf577b41efbda38a8cd4dabdced8058e4522eac8579d6c214d7e9b591

### llm model

Qwen/Qwen3.8-27B

### llm model revision

1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0

### llm task version

17

### llm search status

valid

### llm summary

Graduate course examining classic and modern research on public opinion, its methodologies, and its role in democracies.

### llm topics

* Research and methodologies for studying public opinion
* Role of public opinion in democracies
* Explanations for public perspectives and preferences on public affairs

### llm skills

* Differentiate conceptualizations of public opinion
* Summarize research findings on public opinion in democracy
* Analyze methodological approaches to studying public opinion
* Identify open research questions in public opinion studies

### source url

<https://guide.wisc.edu/courses/poli_sci/>

### llm activity tags

* data-analysis
* writing

### llm assumed background

None recorded.

### llm search phrases

* public opinion research
* democracy and public opinion
* political methodology
* social science methods
* public affairs preferences
* graduate political science

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### designations

* Grad 50% - Counts toward 50% graduate coursework requirement

### catalog variants

None recorded.

### official learning outcomes

Identify and differentiate various conceptualizations of public opinion.

```json
{
  "catalog_year": "2026-2027",
  "observed_at": "2026-10-14T17:51:03.625248+00:00",
  "source": "catalog",
  "source_url": "https://guide.wisc.edu/courses/poli_sci/",
  "term": null
}
```

Summarize major past research findings and debates about the role of public opinion in contemporary democracy, particularly in the United States. In particular, summarize and differentiate findings with respect to what explains why people express the perspectives and preferences that they do about public affairs.

```json
{
  "catalog_year": "2026-2027",
  "observed_at": "2026-10-14T17:51:03.625248+00:00",
  "source": "catalog",
  "source_url": "https://guide.wisc.edu/courses/poli_sci/",
  "term": null
}
```

Identify and analyze different approaches to studying public opinion in contemporary social science literature.

```json
{
  "catalog_year": "2026-2027",
  "observed_at": "2026-10-14T17:51:03.625248+00:00",
  "source": "catalog",
  "source_url": "https://guide.wisc.edu/courses/poli_sci/",
  "term": null
}
```

Identify questions related to public opinion that are in need of research to make significant contributions to our understanding of the nature, origins, and effects of public opinion.

```json
{
  "catalog_year": "2026-2027",
  "observed_at": "2026-10-14T17:51:03.625248+00:00",
  "source": "catalog",
  "source_url": "https://guide.wisc.edu/courses/poli_sci/",
  "term": null
}
```

### skills taught

Differentiate conceptualizations of public opinion

```json
{
  "evidence": [
    {
      "catalog_year": "2026-2027",
      "course_id": "POLISCI 827",
      "field": "official_learning_outcomes",
      "observed_at": "2026-10-14T17:51:03.625248+00:00",
      "outcome_index": 0,
      "quote": "Identify and differentiate various conceptualizations of public opinion.",
      "source": "catalog",
      "source_url": "https://guide.wisc.edu/courses/poli_sci/",
      "term": null
    }
  ]
}
```

Summarize research findings on public opinion in democracy

```json
{
  "evidence": [
    {
      "catalog_year": "2026-2027",
      "course_id": "POLISCI 827",
      "field": "official_learning_outcomes",
      "observed_at": "2026-10-14T17:51:03.625248+00:00",
      "outcome_index": 1,
      "quote": "Summarize major past research findings and debates about the role of public opinion in contemporary democracy, particularly in the United States. In particular, summarize and differentiate findings with respect to what explains why people express the perspectives and preferences that they do about public affairs.",
      "source": "catalog",
      "source_url": "https://guide.wisc.edu/courses/poli_sci/",
      "term": null
    }
  ]
}
```

Analyze methodological approaches to studying public opinion

```json
{
  "evidence": [
    {
      "catalog_year": "2026-2027",
      "course_id": "POLISCI 827",
      "field": "official_learning_outcomes",
      "observed_at": "2026-10-14T17:51:03.625248+00:00",
      "outcome_index": 2,
      "quote": "Identify and analyze different approaches to studying public opinion in contemporary social science literature.",
      "source": "catalog",
      "source_url": "https://guide.wisc.edu/courses/poli_sci/",
      "term": null
    }
  ]
}
```

Identify open research questions in public opinion studies

```json
{
  "evidence": [
    {
      "catalog_year": "2026-2027",
      "course_id": "POLISCI 827",
      "field": "official_learning_outcomes",
      "observed_at": "2026-10-14T17:51:03.625248+00:00",
      "outcome_index": 3,
      "quote": "Identify questions related to public opinion that are in need of research to make significant contributions to our understanding of the nature, origins, and effects of public opinion.",
      "source": "catalog",
      "source_url": "https://guide.wisc.edu/courses/poli_sci/",
      "term": null
    }
  ]
}
```

### activity tags

data-analysis

```json
{
  "evidence": [
    {
      "course_id": "POLISCI 827",
      "field": "description",
      "quote": "Study classic and cutting-edge research on public opinion and prominent and promising methodologies for studying it.",
      "source_url": "https://guide.wisc.edu/courses/poli_sci/"
    }
  ],
  "label": "data-analysis"
}
```

writing

```json
{
  "evidence": [
    {
      "catalog_year": "2026-2027",
      "course_id": "POLISCI 827",
      "field": "official_learning_outcomes",
      "observed_at": "2026-10-14T17:51:03.625248+00:00",
      "outcome_index": 2,
      "quote": "Identify and analyze different approaches to studying public opinion in contemporary social science literature.",
      "source": "catalog",
      "source_url": "https://guide.wisc.edu/courses/poli_sci/",
      "term": null
    }
  ],
  "label": "writing"
}
```

### student summary

#### context hash

05ab0a667af8224adaa88482460b4c3006a1eee030677beb1d71e7d7baec7237

#### course id

POLISCI 827

#### 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

3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c

#### quick take

Recent recorded grades — Fall 2009: 3.58 GPA, 66.7% A/AB (n=6 letter grades); Spring 2012: 3.67 GPA, 100.0% A/AB (n=6 letter grades).

```json
{
  "citations": [
    {
      "course_id": "POLISCI 827",
      "run_id": "20261014T203208-0851c9a1",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1124",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c

#### teaching history

None recorded.

#### term id

1274

#### term name

2027 Sprng

#### version

3

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Graduate/professional standing",
    "course": null,
    "evidence": "Graduate/professional standing",
    "id": "standing-req",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

standing-req

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_930be8e1fc7696a4c2b0bf21",
    "source": "madgrades",
    "source_instructor_id": "4382212",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SUSAN W YACKEE",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-10-14 17:50:09.728220+00:00",
    "grade_statistics": {
      "gpa": 3.511,
      "graded": 421,
      "counts": [
        162,
        169,
        62,
        13,
        9,
        2,
        4
      ],
      "sections": 46
    },
    "instructor_url": "/instructors/SUSAN_W_YACKEE"
  }
]
```

### grades

```json
[
  {
    "run_id": "20261014T203208-0851c9a1",
    "semester": "1274",
    "observed_at": "2026-10-14 17:50:09.728220+00:00",
    "course_id": "POLISCI 827",
    "course_uid": "course_2294d6981fbebb9190116118",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "Susan Yackee"
    ],
    "a": 3,
    "ab": 1,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 6,
    "source_aliases": [
      "POLISCI 827"
    ]
  },
  {
    "run_id": "20261014T203208-0851c9a1",
    "semester": "1274",
    "observed_at": "2026-10-14 17:50:09.728220+00:00",
    "course_id": "POLISCI 827",
    "course_uid": "course_2294d6981fbebb9190116118",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "Susan Yackee"
    ],
    "a": 2,
    "ab": 4,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 6,
    "source_aliases": [
      "POLISCI 827"
    ]
  }
]
```

### statistics

#### gpa

3.625

#### graded

12

#### counts

* 5
* 5
* 2
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/fc1811fa52e581ea57a35c0cf3343f8740a8ffbf/history/course\_2294d6981fbebb9190116118-0.json](https://uwcourses.com/data/fc1811fa52e581ea57a35c0cf3343f8740a8ffbf/history/course_2294d6981fbebb9190116118-0.json)

#### traces

* [/data/fc1811fa52e581ea57a35c0cf3343f8740a8ffbf/traces/course\_2294d6981fbebb9190116118-0.json](https://uwcourses.com/data/fc1811fa52e581ea57a35c0cf3343f8740a8ffbf/traces/course_2294d6981fbebb9190116118-0.json)

#### results

* [/data/fc1811fa52e581ea57a35c0cf3343f8740a8ffbf/results/course\_2294d6981fbebb9190116118-0.json](https://uwcourses.com/data/fc1811fa52e581ea57a35c0cf3343f8740a8ffbf/results/course_2294d6981fbebb9190116118-0.json)

### revision

fc1811fa52e581ea57a35c0cf3343f8740a8ffbf

## context

### all

#### term



#### gpa

3.625

#### count

12

#### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

### terms

#### 1102

##### term

1102

##### gpa

3.5833333333333335

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1124

##### term

1124

##### gpa

3.6666666666666665

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

### benchmarks

#### all

##### school

###### size

1292

###### gpa

3.4393750008021016

###### top Share

68.26327275067763

###### count

73

##### POLISCI

###### size

18

###### gpa

3.172785494412557

###### top Share

53.317454291194636

###### count

120.5

#### terms

##### 1102

###### school

###### size

771

###### gpa

3.3667671483881003

###### top Share

63.701588153158774

###### count

67

###### POLISCI

###### size

14

###### gpa

3.1739664025187007

###### top Share

53.18004491288821

###### count

76.5

##### 1124

###### school

###### size

816

###### gpa

3.405956002781669

###### top Share

66.32449073586288

###### count

67

###### POLISCI

###### size

13

###### gpa

3.1934937099142284

###### top Share

53.71713794999391

###### count

93

## instructor Trends

```json
[
  {
    "uid": "instructor_930be8e1fc7696a4c2b0bf21",
    "name": "SUSAN W YACKEE",
    "count": 12,
    "terms": [
      {
        "term": "1102",
        "count": 6,
        "sections": 1,
        "gpa": 3.5833333333333335
      },
      {
        "term": "1124",
        "count": 6,
        "sections": 1,
        "gpa": 3.6666666666666665
      }
    ]
  }
]
```

## following

None recorded.
