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Statistics for Social Sciences · College · College and University

Social Science Stats: Research Methods Overview

Core social science research method vocabulary, including experiments, quasi-experiments, and observational studies.

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35 basic cards for College Statistics for Social Sciences. Set 6 of 7 in Social Science Stats. It opens with "What is the primary characteristic of a randomized controlled trial (RCT)?" and "Define internal validity". Study it alongside the other College sets below.

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What is the primary characteristic of a randomized controlled trial (RCT)?
Show answerRandom assignment of participants to treatment and control groups
Define internal validity
Show answerThe extent to which a study accurately demonstrates a causal relationship between variables
What is a confounding variable?
Show answerA third variable that affects both the independent and dependent variables, creating a spurious relationship
What is a quasi-experiment?
Show answerA study with an independent variable manipulation but without random assignment to conditions
Define external validity
Show answerThe extent to which research findings can be generalized to other populations, settings, and times
What is a control group?
Show answerA group of participants not exposed to the independent variable, used as a baseline for comparison
What is selection bias?
Show answerSystematic differences in characteristics between those selected and those not selected for a study
Define effect size
Show answerA numerical measure of the magnitude of the difference or relationship between variables
What is a cohort study?
Show answerAn observational study that follows a group of people sharing a defining characteristic over time
What is a case-control study?
Show answerAn observational study that compares people with an outcome to those without it, looking back at exposure history
Define the null hypothesis
Show answerA statistical hypothesis that assumes there is no relationship or effect between variables being tested
What is a cross-sectional study?
Show answerAn observational study that examines variables in a population at a single point in time
Define statistical significance
Show answerA result is unlikely to occur by chance alone, typically denoted by a p-value below 0.05
What is random sampling?
Show answerA method where every member of the population has an equal and known probability of being selected
Define measurement validity
Show answerThe extent to which an instrument accurately measures what it claims to measure

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