Revised Chapter 11 Only Terms Flashcards
What is a theoretical frequency distribution of all possible values in a population
Normal curve
The cutoff point is referred to as alpha (a), or the _______ which is the probability level at which the results of statistical analysis are judged to indicate a statistically significant difference between the groups.
Level of significance
The level of significance selected for most nursing studies is______. If the p value found in the statistical analysis is less than ______, the experimental and comparison groups are considered to be significantly different
0.05; 0.05
Type ______error (α) occurs when the null hypothesis is rejected when it is true. (e.g., when the results indicate that there is a significant difference, when reality there is not) (false positive)
I
Type _____ error (β) occurs when the null hypothesis is regarded as true but is in fact false (e.g., The results indicate there is no significant difference, when in reality there is a difference) (false negative
II
Technique used to determine the risk of type II error so that the study can be modified to decrease the risk of necessary and ensure that the study has adequate sample size.
Power analysis
Conducting a power analysis includes what four things:
- The level of significance (α = 0.05)
- Sample size
- Power (minimum acceptable power is = 0.80 (80%)
- Effect size (> 0.50 : large)
What are summary statistics that allow the researcher to organize data in ways that give meaning and facilitate insight
Descriptive statistics
Describes the occurrence of scores or categories in a study
Frequency
What are the three types of frequency distributions:
Ungrouped frequency distributions
Grouped frequency distributions
Percentage distributions
What are the measures of central tendency:
Mean
Median
Mode
What is the numerical value that occurs with the greatest frequency :
Mode
What is the midpoint or the score at the exact center of the ungrouped frequency distribution (50th percentile:
Median
What is the sum of the scores divided by the number of scores being summed
Mean
What are the measurements of dispersion
Range Variance Standard deviation Confidence interval Standardized scores Scatterplots