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Research Methods 1
Question | Answer |
---|---|
Operational definition | based on how concepts are measured |
Conceptual definition | dictionary definition |
Descriptive research | describe patterns |
Correlational research | relationship between variables |
Experimental research | cause and effect, IV and DV |
Quasi-experimental research | cause and effect of naturally occurring events |
Systematic empiricism | systematic observations, repeatable measurement procedures |
Variability | measures differ from each other |
Descriptive stats | summary |
Inferential stats | draw conclusions |
Variance | avg deviation from mean |
Total variance | ignores group factors, includes all groups |
Systematic variance | considers group factors, difference between groups |
Error variance | doesn't consider group factors, includes only 1 group |
Effect size | ability to make impact, proportion of variance that is systematic |
Meta-analysis | study of studies (combines effect sizes) |
Observational measures | overt behavior |
Self-report measures | subject reports own behavior, uses interval scale |
Physiological measures | physical response |
Converging operations | combination of measures |
Categorical data | labels |
Nominal scale | categorical, categories |
Ordinal scale | categorical, categories in order |
Continuous data | numbers |
Interval | continuous, numbers without 0 |
Ratio | continous, numbers with 0 |
Measurement error | due to unrelated factors; transient states, stable states, situational factors, measure characteristics, mistakes |
Observed score | true score + measurement error |
Transient states | temporary (anxiety) |
Stable states | near-sightedness |
Situational factors | environment (online exam) |
Measure characteristics | multiple choice exam vs free response |
Reliability | consistency of measurement; inter-observer, test-retest, interitem |
Inter-observer | observer agreement on measure |
Test-retest | independent measures similar |
Inter-item | independent items measured similarly |
Validity | instrument acurately measures what it intends to (BMI vs creativity not valid); criterion, concurrent, predictive |
Criterion-related validity | ability to distinguish between individuals of different categories (depressed vs not depressed) |
Concurrent validity | symptoms and diagnosis |
Predictive validity | ability to accurately predict outcome` |
Probability sample/simple random sample | participants have equal probability of being randomly chosen |
Power | ability to detect effects |
Stratified random sample | each strata randomly sampled |