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Chapter 7: Statistical Issues in Research planning and Evaluation
SFM 651: Research Methods Dr. Johnson
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Probability The odds a certain event will occur
Relative frequency – getting it close Coin toss – 50-50 Actuality – or 51-49
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Alpha α Level of probability set by the experimenter before the study
Also called level of significance Usually .05 or .01 Findings due to chance 5% or 1% of the time.
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Beta β Magnitude of type II error
Acceptance of the Null hypothesis when it is false When Alpha is lower, Beta gets higher.
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Meaningfulness Importance of significance of the effect Effect size
Difference between means divided by Standard deviation
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Power Probability of making the correct decision
Reject Null Hypothesis when it is false. The greater the power, the more likely it is that you will see a difference.
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Ways to obtain more power
Increase sample size # of participants Becomes easier to know what will actually happen with more samples.
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