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  • In a chi-square test, how are the degrees of freedom calculated?
  • Which statement about confidence intervals is correct?
  • Which type of validity concerns generalizing findings across time, settings, or populations beyond the studied sample?
  • What is the Standard Error?
  • Logistic regression is primarily used for predicting which type of outcome?
  • High specificity is particularly useful for which type of tests?
  • Which statement best captures a positivist view of inquiry?
  • In the context of confounding, what term describes a variable related to both the IV and DV?
  • Which type of validity describes the extent to which a measure relates to other measures designed to measure the same construct?
  • Besides a high alpha level, which factor increases the risk of a Type I error?
  • Which test is parametric for comparing a single sample mean to a known value?
  • When a confound is present, what is the effect on the observed IV–DV relationship?
  • Calculate the Range.
  • Which statement about binomial trials is true?
  • Which best describes a confounding variable in experimental research?
  • Which type of validity relates a measure to an outcome it should theoretically be related to?
  • What are the mean, median and mode measures of?
  • Which statement correctly describes nominal data?
  • Which term refers to the need to mirror real-world situations in an experimental environment?
  • Which average is affected most by outliers?
  • What is the parametric test for comparing two independent samples?
  • For IPA, which statement best describes the typical sample size and focus?
  • What are the benefits of a quasi-experimental design?
  • Which test is parametric for comparing two related (dependent) samples?
  • Calculate the mean for grouped data.
  • What are the disadvantages of a quasi-experimental design?
  • In inductive thematic analysis, from where are codes derived?
  • In longitudinal designs, which problem commonly leads to loss of participants over time?
  • In multiple linear regression, what does multicollinearity imply?
  • Which test is non-parametric for a single sample?
  • What is the non-parametric test for more than two dependent samples?
  • If regression is multicollinear, what does that mean?
  • Ignoring interpretivist approaches may overlook which aspect?
  • Which is a disadvantage of longitudinal design?
  • What assumption underlies non-parametric tests?
  • What is internal consistency reliability?
  • What does reflexivity involve?
  • Which statement about cross-sectional studies is true?
  • If a confidence interval includes zero, what can be concluded about statistical significance?
  • In a study, the effect of stress on sleep quality varies by level of mindfulness. Mindfulness functions as a
  • In which situation is the interquartile range (IQR) the preferred measure of spread?
  • Which statement best reflects the interpretivist perspective in research?
  • What is inter-rater reliability?
  • Cross-sectional data collection is best described as data collected at which time frame?
  • In thematic analysis, what characterizes the inductive approach?
  • Which of the following is an example of bias caused by perspective differences?
  • What is a confidence interval?
  • What is a moderator?
  • How might observer bias be prevented?
  • Which statement best describes the purpose of regression analysis?
  • What is sensitivity in diagnostic testing?
  • In a study, exercise improves mood partly because it increases endorphin levels. What role does endorphin play?
  • How do you calculate Chi Square?
  • Which of the following is an example of data cleaning?
  • What is test-retest reliability?
  • What is the non-parametric test for more than two independent samples?
  • Interpretative Phenomenological Analysis (IPA) aims to
  • Which statement best describes ratio data?
  • Which of the following can cause poor internal validity?
  • How do you calculate the median of an even data set?
  • To increase statistical power, which approach is effective?
  • Which type of validity concerns generalizing study results to other subjects and situations?
  • Which concept describes the need to mirror real-world situations in an experimental environment?
  • What is positivism?
  • In IPA, what best describes the role of participants and the researcher?
  • Which data type is characterized by ranking?
  • Which strategy is commonly used to address confounding in experiments?
  • In a z-score calculation, if z equals zero, what does the corresponding value equal?
  • Which statement is NOT aligned with the positivist perspective?
  • What best describes ordinal data?
  • Purposive sampling is defined as selecting participants based on
  • In qualitative research, validity is typically established through which approaches?
  • What is an odds ratio?
  • What does Cronbach's alpha measure?
  • When would you use a t-distribution?
  • What does SSE stand for in regression context?
  • High specificity means which of the following?
  • What is the Interquartile Range (IQR)?
  • Which of the following is NOT listed as a reason regression might be unreliable?
  • Define Negative skew.
  • Which statement describes nominal data?
  • What is the parametric test for more than two dependent samples?
  • In the context of z-scores, which distribution is the reference for interpreting z-scores?
  • What is a positive of using the interquartile range (IQR) as a measure of spread?
  • Which of the following is a non-parametric test?
  • Which statement best explains why a t-distribution is used with small samples?
  • Which bias occurs when participants respond in socially desirable ways?
  • What is the p-value?
  • Which type of validity describes the extent to which a measured variable is related to other measures designed to measure the same construct?
  • Which set lists the three requirements to infer causality?
  • What are the effect sizes for Cohen's d?
  • Which type of validity asks whether the sample can be extrapolated to the population as a whole?
  • What is the purpose of standardised coefficients in regression?
  • What are the limitations of a randomized control trial?
  • Triangulation in qualitative research is used to
  • Which statement about sensitivity and screening is true?
  • Why would researchers use parametric tests over non-parametric tests?
  • When would you use Standard Error?
  • What is Cohen's d?
  • A QQ plot is used to assess which regression assumption?
  • Which statistic is typically used to quantify internal consistency reliability?
  • What does the multiple correlation coefficient R measure?
  • In a chi-square test, what best describes the relationship between the critical value and the calculated value?
  • What is external validity primarily concerned with?
  • What is a mediator?
  • Which statement defines homoscedasticity in regression analysis?
  • Which bias is described as systematic differences between withdrawals from a study?
  • When might you use the mean and IQR (instead of the standard deviation)?
  • In regression analysis, the dependent variable is typically
  • What is specificity?
  • High sensitivity is particularly useful for which type of tests?
  • Which of the following is a potential disadvantage of thematic analysis?
  • What is the parametric test for correlation between two continuous variables?
  • When should grounded theory be used?
  • Which statement best captures the difference between mediation and moderation?
  • Grounded theory is characterized by which methodological approach?
  • How do we detect multicollinearity?
  • From an interpretivist standpoint, which type of data is emphasized?
  • Internal consistency reliability is demonstrated when...
  • Which of the following is listed as a benefit of regression?
  • Which term addresses generalizing findings from a lab setting to a natural environment?
  • What is a risk associated with failing to follow strict guidelines in thematic analysis?
  • Hermeneutics is defined as
  • Which test is the parametric counterpart to the Wilcoxon test for two related samples?
  • What does the r value (R^2) tell us?
  • Multicollinearity occurs when
  • What is the parametric test for more than two independent samples?
  • Which statement correctly describes a binomial distribution?
  • Which type of validity is concerned with how representative a research project appears at face value?
  • What is the non-parametric test for comparing two independent samples?
  • In simple linear regression, which expression represents the relationship?
  • When is a Type I error more likely?
  • For IPA, what describes the typical sample?
  • Which statement best describes a Type I error in hypothesis testing?
  • What is a z-score?
  • Which type of validity focuses on whether a study's findings are accurate or influenced by extraneous variables?
  • How does increasing sample size affect statistical power?
  • Which method is best described as idiographic and bottom-up, with small, in-depth analysis before identifying patterns?
  • Which description matches a Type II error?
  • Which statement about the Standard Error is true?
  • In which scenario would logistic regression be most appropriate?
  • Which statistic is most robust to outliers?
  • Which design would create independent samples?
  • In qualitative research guided by interpretivism, which data collection method is most typical?
  • Which statement is true about interval data?
  • Which of the following is NOT an advantage of cross-sectional design?
  • Attrition bias is defined as which of the following?
  • What is a binomial distribution?
  • Which of the following is an advantage of thematic analysis?
  • What is the extra assumption for multiple linear regression?
  • When might you use the mean and standard deviation (SD) rather than the interquartile range?
  • How do you calculate a t value?
  • In the regression equation y = b x + a, what does the parameter a represent?
  • In the mean for grouped data, which does the 'height' term represent?
  • Which set of assumptions is correct for ANOVA?
  • Which test would be used for nominal or categorical data?
  • The explanatory (independent) variable(s) in regression are best described as
  • Which data type is best described as ranking in which differences between ranks are not necessarily equal?
  • Which statement about specificity and confirmatory tests is true?
  • Which validity concerns the degree to which findings can be generalized over time?
  • Which statement best describes a feature of IPA?
  • Which statement describes a deductive approach to thematic analysis?
  • From the interpretivist view, how is meaning understood?
  • Which non-parametric test is used for assessing correlation?
  • What is statistical power in hypothesis testing?
  • High sensitivity in a test implies which of the following?
  • Which statement is NOT a hallmark of interpretivist research?
  • Which design would create a dependent sample?
  • What is the primary assumption of parametric tests?
  • What is grounded theory?
  • In the regression equation y = b x + a, what does the parameter b represent?
  • What term is used for the best regression line?
  • Interquartile Range is the spread between which percentiles?
  • In a chi-square calculation, which quantities are compared to compute the statistic?
  • Which plot is commonly used to assess homoscedasticity in regression?
  • What are the benefits of a randomized control trial?
  • What is construct validity?
  • Which test is non-parametric for comparing two related (dependent) samples?
  • Which statement NOT describes the positivist rejection of certain ways of knowing?
  • When is the confidence interval not statistically significant?
  • Construct validity is defined as the degree to which a test measures what it claims to be measuring.
  • Which is an example of a parametric test?
  • Which statement best describes an advantage of a longitudinal design?
  • Which validity ensures that a measure does not relate to measures of different theoretical constructs?
  • What is regression?
  • What is the formula for a z-score?
  • What is data cleaning?
  • Purposive sampling is best described as
  • Define Positive skew.
  • Which type of validity is demonstrated when scores on a measure are not related to other measures that are theoretically different?
  • What is the primary aim of interpretivist research?
  • A study compares three independent groups on a continuous outcome and assumes normality. Which test is most appropriate?
  • When is a Type II error more likely?
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