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Direct linkXiao Liu; Zhiyong Zhang; Lijuan Wang – Grantee Submission, 2024
In psychology, researchers are often interested in testing hypotheses about mediation, such as testing the presence of a mediation effect of a treatment (e.g., intervention assignment) on an outcome via a mediator. An increasingly popular approach to testing hypotheses is the Bayesian testing approach with Bayes factors (BFs). Despite the growing…
Descriptors: Sample Size, Bayesian Statistics, Programming Languages, Simulation
Birtwistle, Efsun; Schoedel, Ramona; Bemmann, Florian; Wirth, Astrid; Sürig, Christoph; Stachl, Clemens; Bühner, Markus; Niklas, Frank – International Journal of Testing, 2022
Digital technologies play an important role in our daily lives. Smartphones and tablet computers are very common worldwide and are available for everybody from a very early age. This trend offers the opportunity to track digital usage data for psychological and educational research purposes. The current paper introduces two research projects, the…
Descriptors: Handheld Devices, Computer Oriented Programs, Telecommunications, Computer Use
Tarlow, Kevin R.; Brossart, Daniel F. – School Psychology Quarterly, 2018
Single-case experimental methods are used across a range of educational and psychological research. Single-case data are analyzed with a variety of methods, but no statistic has demonstrated clear superiority over other methods. The time-series nature of single-case designs requires special consideration for baseline trend and autocorrelation when…
Descriptors: Case Studies, Intervention, Monte Carlo Methods, Psychological Studies
Arndt, Henriette L.; Granfeldt, Jonas; Gullberg, Marianne – Second Language Research, 2023
Frequent language exposure and use are among the most important conditions for successful language learning, whether in classrooms, during study abroad, or in other informal contexts. Research probing exposure and usage often relies on one-off self-report questionnaires in which participants estimate their typical level of language exposure over…
Descriptors: Language Usage, Second Language Learning, Second Language Instruction, Recall (Psychology)
Bobadilla-Suarez, Sebastian; Love, Bradley C. – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2018
Heuristics are simple, yet effective, strategies that people use to make decisions. Because heuristics do not require all available information, they are thought to be easy to implement and to not tax limited cognitive resources, which has led heuristics to be characterized as fast-and-frugal. We question this monolithic conception of heuristics…
Descriptors: Heuristics, Decision Making, Cognitive Processes, Attention Control
Download full textCain, Meghan K.; Zhang, Zhiyong; Yuan, Ke-Hai – Grantee Submission, 2017
Nonnormality of univariate data has been extensively examined previously (Blanca et al., 2013; Micceri, 1989). However, less is known of the potential nonnormality of multivariate data although multivariate analysis is commonly used in psychological and educational research. Using univariate and multivariate skewness and kurtosis as measures of…
Descriptors: Multivariate Analysis, Probability, Statistical Distributions, Psychological Studies
