This article presents two alternative methods to null hypothesis significance testing (NHST) for improving inferences from underpowered research designs. Post hoc design analysis (PHDA) assesses whether an NHST analysis generating null findings might otherwise have had sufficient power to detect effects of plausible magnitudes. Bayesian analysis…

Background: Researchers are often interested in testing the effectiveness of an intervention on multiple outcomes, for multiple subgroups, at multiple points in time, or across multiple treatment groups. The resulting multiplicity of statistical hypothesis tests can lead to spurious findings of effects. Multiple testing procedures (MTPs)…

Purpose: Evidence-based data analysis methods are important in clinical research fields, including speech-language pathology and audiology. Although commonly used, null hypothesis significance testing (NHST) has several limitations with regard to the conclusions that can be drawn from results, particularly nonsignificant findings. Bayes factors…

This note is concerned with examining the relationship between within-group and between-group variances in two-level nested designs. A latent variable modeling approach is outlined that permits point and interval estimation of their ratio and allows their comparison in a multilevel study. The procedure can also be used to test various hypotheses…

Anxiety is one of the critical medical conditions that affect individuals due to various reasons. Some of these reasons may be related to inheritance while others are acquired during major life events. In this investigation, the level of unemployment anxiety was evaluated for students at Firat University, Elazig, Turkey. The study population…

Civic engagement is pivotal to the health of communities. Through engagement in civic activities, people from diverse backgrounds come together to address community problems. Recent studies report declining rates of civic engagement among Americans. In particular, young Americans engage less frequently in activities central to democracy, such as…

Adult online learners represent the largest demographic in higher education. Academic leaders increasingly use non-designer instructors (NDIs) to meet demands. NDIs have little control over course design, part of teaching presence valued by learners. This quantitative, predictive correlational study investigated (1) to what frequency online…

The objective of this study was to examine how individual interest and knowledge acquisition are causally related. Three hypotheses were tested using a cross-lagged panel analysis (N = 186) and two quasi-experimental studies (N = 68 and N = 108) involving students from schools in Singapore. The first hypothesis is the broadly shared standard…

The purpose of this study was to survey the levels of job satisfaction among full-time faculty members at a selected Mississippi community college using the constructs of Herzberg's Motivation-Hygiene Theory as defined by Wood (1973). The researcher used Wood's 1976 refined Faculty Job Satisfaction/Dissatisfaction Scale to discover the…

Researchers are often interested in testing the effectiveness of an intervention on multiple outcomes, for multiple subgroups, at multiple points in time, or across multiple treatment groups. The resulting multiplicity of statistical hypothesis tests can lead to spurious findings of effects. Multiple testing procedures (MTPs) are statistical…

This study attempts to answer the questions on whether the number and spatial distribution of available state owned primary and secondary schools in Akwa Ibom state, Nigeria can actually support the government policy of free and compulsory education in the state. The study examined the relationship between the available public schools and…

The problem addressed in this quantitative experimental study was that students were having more difficulty learning from audiovisual lessons than necessary because educators had eliminated textual references, based on early findings from CLT research. In more recent studies, CLT researchers estimated that long-term memory schemas may be used by…

Despite the widespread prevalence of psychological distress that affects many higher education students, existing student-stress research remains largely atheoretical. To address this gap, this paper applies Siegrist's (1996) effort-reward imbalance model in a theoretical investigation of student stress. We surveyed Australian university students…

The purpose of the present study was to examine the longitudinal relationships between planned happenstance skills (PHS) and life adjustment and to examine whether this relationship was moderated by the degree of career barriers. The participants were 307 Korean college students going through a school-to-work transition. The results showed that…

This study investigated how orientation programs predict student retention in distance learning at the University of Cape Coast. A correlational research design was employed for the study. The target population was level-200 students in the distance education program at the university. Seven hundred and twenty-seven participants were selected from…