preview

Empirical Research And Data Are At The Heart Of Psychological Science

Good Essays

Empirical research and data are at the heart of psychological science; although other qualitative methods are sometimes used, it is quantitative research methods that underpin psychology as a legitimate and reliable science. As an empirical science, psychology has a well-entrenched tradition of Null Hypothesis Significance Testing (NHST) (Fritz, Scherndl, & Kühberger, 2012). Despite its limitations, and extensive criticism, NHST remains the most commonly used method of statistical testing in psychology (Bakker & Wicherts, 2011; Fritz et al., 2012). In an attempt to create a consistent, replicable, and cumulative body of psychological research, official reporting guidelines, encompassing the major components of research papers (from method …show more content…

The TFSI guidelines stressed the need to consider, and report statistical power in research; without adequate power, there is a reduced chance of detecting an effect that actually exists in the population, further, power analysis allows researchers to draw reasonable conclusions (when the null hypothesis is rejected), and take appropriate action following the retention the null hypothesis (Fritz et al., 2012; Wilkinson, 1999). Similarly, the reporting of effect size extends the p-value by providing an interpretation of practical significance, when effect size is presented in its practical and theoretical context, that is (Fritz et al., 2012; Wilkinson, 1999). The inclusion of CIs provides further useful information; CIs allow researchers to draw conclusions about the likely range of true values as they would occur in the population, by indicating how precisely population parameters can be estimated (Fritz et al., 2012; McKenzie, 2013). These additional measures supplement NHST with the necessary information to convey the most comprehensive meaning of statistical results and make their inclusion in meta-analyses, as well as data replication attempts possible (Fritz et al., 2012; Wilkinson, 1999). Moreover, the TFSI recommendations have been included in the APA Publication Manual, with greater specificity and stronger emphasis in each

Get Access