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Methods & Techniques

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Definition
Term
Group to generalize to  Population  
Subset of the population.  Sample  
the fact researcher is interested in explaining  Dependant Variable  
variable used to explain the one dependent or causally prior to dependent variable.  Independent Variable  
When experimenter can intentionally create variation in independent variable (ie. amount of funding)  Manipulation  
Rival explanations for behavior of dependent variable.  Confounding Variable  
units observations are made (regions, municipalities, etc)  Subjects  
Set of data with which treatment group is compared.  Control  
Subjects have equal chance of being assigned to treatment group or control group-purely by chance.  Randomization  
Program rather than other factor caused results.  Internal Validity  
Can the effect be expected under similar conditions in other settings.  External Validity  
Convenience sampling-those accessible; volunteer sampling - volunteers-OK for descriptive results, may be bias, not representative of population  non-probability sampling  
Individual has equal chance of being selected for sample  Simple random (probability sampling)  
every Xth individual selected form list, starting randomly chosen point  Systematic (probability sampling)  
Population may have 2 or more groups in study-provides best results; ensures even coverage of population; maintains random selection probabilities.  Stratified (probability sampling)  
Used when stratified or simple random sampling would be difficult and/or expensive.  Cluster (probability sampling)  
As ______increases, standard error decreases  Sample size  


   

 
 
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