Methodology Flashcards
5 Steps of scientific investigation
(Kazdin 2017) OSCAR Originate a testable hypothesis Select a method and design Collect the data Analyze the data Report the findings
Originate a testable hypothesis
(Kazdin 2017)
Null & Alternate hypothesis
IV - that which is manipulated
DV - that which is measured
Difference between experimental vs quasi-experimental design
(Kazdin 2017)
True experiments use random assignment
Quasi-experiments occurs when no random assignment or convenience sample is used
Statistical significance
(Kazdin 2017)
Alpha is under control of researcher, generally .05 (per Cohen 2001), the level of risk in being wrong
Power
(Kazdin 2017)
Probability of rejecting null when null is false
How to do a power analysis
(Cohen 1988) SEPS Statistical significance Effect size Power Sample size
Once you have 3, the 4th can be determined
Target Statistical Significance
alpha = .05 (Cohen 2001)
Target Power level
0.8
Interpretations of Effect Size
Cohen’s D (Cohen 1988) .2 small, .5 medium, .8 large
or Eta-squared
5 types of data in research
(Ruderstam & Newton 1992) IPPAD: Interview Physiological data Psychological report Archival data Direct observation
Type I Error
(Mertler & Vannetta, 2013)
False Positive
The probability of rejecting the null when it is true
Type II Error
(Mertler & Vannetta, 2013)
False Negative
The probability of accepting the null when it’s false