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Statistics for Social Sciences · College

Social Science Stats: Qualitative vs. Quantitative Methods

The difference between qualitative and quantitative research approaches and when social scientists use each.

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What is quantitative research?
A research approach that collects and analyzes numerical data to test hypotheses and identify patterns through statistical methods.
What is qualitative research?
A research approach that collects and analyzes non-numerical data, such as text and observations, to understand meaning, context, and experiences.
What types of data does quantitative research analyze?
Numerical data such as measurements, counts, percentages, and test scores that can be analyzed through statistical techniques.
What types of data does qualitative research analyze?
Non-numerical data such as interview transcripts, field notes, photographs, and documents analyzed through coding and thematic analysis.
What sample sizes are typical in quantitative research?
Large samples, often 100 or more participants, needed to produce statistically reliable and generalizable results.
What sample sizes are typical in qualitative research?
Small samples, often fewer than 50 participants, sufficient to achieve rich, detailed understanding through intensive data collection.
What is the primary goal of quantitative research?
To measure relationships between variables, test hypotheses, and produce generalizable findings about a population.
What is the primary goal of qualitative research?
To explore, understand, and describe how people experience phenomena and assign meaning to their world.
What is a survey?
A quantitative data collection method using structured questionnaires with closed-ended items administered to large samples.
What is an interview in qualitative research?
A data collection method using open-ended questions to explore participants' experiences, perspectives, and meanings in depth.
What is an experiment?
A research design where the researcher manipulates an independent variable and measures its effect on a dependent variable while controlling for other factors.
What is ethnography?
A qualitative method where the researcher participates in or observes a group or culture over an extended period to understand their behaviors and norms.
What is a focus group?
A qualitative method using a guided discussion with 6-12 participants to explore attitudes, opinions, and experiences on a topic.
What is a case study?
A qualitative research design providing an in-depth examination of a single case, organization, or community in its real-world context.
How do quantitative researchers analyze data?
Using statistical techniques such as descriptive statistics, correlations, regression, and hypothesis tests to identify patterns and relationships.

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