Part 3

Social Data Science

Scope & Sequence

Activity 3.1: The Data of Sociology

Introduces the major forms of social data used in sociology, including surveys, interviews, focus groups, and observational data. Emphasis is on matching research questions to appropriate data sources.

Activity 3.2: Building Surveys — Part 1 (Quantitative Items)

Focuses on designing closed-ended survey questions. Students practice writing measurable items, identifying variables, and avoiding common sources of bias.

Activity 3.3: Building Surveys — Part 2 (Qualitative Items)

Explores open-ended survey questions and short-response prompts. Students learn how to elicit meaningful qualitative data without leading respondents.

Activity 3.4: Conducting Interviews

Covers interview design, ethics, and protocol structure. Students practice constructing interview guides and distinguishing interviews from surveys.

Activity 3.5: Conducting Focus Groups

Introduces focus group methodology, including facilitator roles, group dynamics, and structured discussion guides for collecting group-level insights.

Activity 3.6: Social Data Analysis

Integrates survey, interview, and focus group data. Students learn how AI can assist with coding, categorization, and pattern detection while preserving human judgment and methodological rigor.