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Definition
observation that is assumed to be evidence of the attributes or properties of some phenomenon |
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single indicator of variable |
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composite of multiple items |
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bathroom scale (x) = actual weight (t) + clothes (e) |
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Nominal, Ordinal, Interval, Ratio |
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Nominal scale of measurement |
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Definition
unordered, sex (0=male, 1=female) |
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Ordinal scale of measurement |
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ordering of categories, NOT equal spaced (1st, 2nd, 3rd) |
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in order, equally spaced (IQ) |
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equally spaced, absolute 0 |
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Does what you claim you're testing actually test what you're measuring? |
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does the content of the test sample all parts of the domain |
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criterion-related validity |
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does this measure correlate with other known tests that measure this idea? |
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Construct validity: discriminate validity |
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Definition
correlation between measure and another unrelated construct |
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construct validity: convergent validity |
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Definition
correlation between measure and another measure that measures the same thing |
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Threat to Construct validity |
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Definition
unreliable scores, poor construct definition, construct confounding, monomethod bias, mono-operation bias, evaluation apprehension |
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consistent each time it's used |
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reliability: internal consistency |
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Definition
split scale in half, give each half to group, compare halves and get correlation. if r=.80 or better, it's reliable |
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Definition
A comes before B, A covaries with B, and no other explanations are possible |
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Definition
inference about observed covariation between treatment and outcome reflect a CAUSAL relationship |
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Threats to Internal Validity |
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Definition
ambiguous temporal precedence, history, maturation, regression, attrition, testing, instrumentation, selection |
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Ambiguous Temporal Precedence (Threat to Internal Validity) |
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History (Threat to internal validity) |
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events happening at same time as treatment that may change outcome |
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Maturation (threat to internal validity) |
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Definition
natural changes over time (height/weight, IQ) |
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Regression (threat to internal validity) |
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Definition
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Attrition (threat to internal validity) |
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Definition
experimental mortality (dropout) |
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Testing (threat to internal validity) |
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Instrumentation (threat to internal validity) |
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Definition
measure may change over time - because of researcher perhaps |
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selection (threat to internal validity) |
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change may be due to conditions (Chicago) |
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Definition
each element of population has same chance of inclusion |
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random sampling (type of probability sampling) |
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Definition
same chance of getting sampled |
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stratified random sampling |
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Grouping population in smaller subgroups (strata) and sampling randomly from strata)
function: reducing sampling error |
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AKA cluster sampling, multi-stage sampling big area, then smaller, then smaller, etc |
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no intent to generalize, focused on process, etc. |
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availability sampling (nonprobability sampling) |
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Definition
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purposive sampling (nonprobability sampling) |
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dimensional sampling (nonprobability sampling) |
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what social research actually uses mostly |
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can you generalize to other populations? |
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Threats to external validity |
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Definition
interaction of causal relationship with UNITS, TREATMENT VARIATIONS, OUTCOMES, SETTINGS |
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interaction w/units threat to external validity |
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Definition
only found effective on some people |
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