Journal ArticleDOI
Single-paper meta-analysis: Benefits for study summary, theory testing, and replicability.
TLDR
In this paper, a meta-analytic methodology that is user-friendly, widely applicable, and specially tailored to the set of studies that appear in a typical behavioral research paper is presented.Abstract:
A typical behavioral research paper features multiple studies of a common phenomenon that are analyzed solely in isolation. Because the studies are of a common phenomenon, this practice is inefficient and foregoes important benefits that be obtained only by analyzing them jointly in a single paper meta-analysis (SPM). To facilitate SPM, we introduce metaanalytic methodology that is user-friendly, widely applicable, and specially tailored to the SPM of the set of studies that appear in a typical behavioral research paper. Our SPM methodology provides important benefits for study summary, theory-testing, and replicability that we illustrate via three case studies that include papers recently published in the Journal of Consumer Research and the Journal of Marketing Research. We advocate that authors of typical behavioral research papers use it to supplement the single-study analyses that independently discuss the multiple studies in the body of their papers as well as the "qualitative meta-analysis" that verbally synthesizes the studies in the general discussion of their papers. When used as such, this requires only a minor modification of current practice. We provide an easy-to-use website that implements our SPM methodology.read more
Citations
More filters
Journal ArticleDOI
Abandon Statistical Significance
TL;DR: This work recommends dropping the NHST paradigm—and the p-value thresholds intrinsic to it—as the default statistical paradigm for research, publication, and discovery in the biomedical and social sciences and argues that it seldom makes sense to calibrate evidence as a function of p-values or other purely statistical measures.
Journal ArticleDOI
Service Robots Rising: How Humanoid Robots Influence Service Experiences and Elicit Compensatory Consumer Responses:
TL;DR: In this article, a humanoid service robot with a human-like morphology such as a face, arms, and legs is presented for interactions between consumers and humanoid service robots (HSRs).
Journal ArticleDOI
Abandon Statistical Significance.
TL;DR: The null hypothesis significance testing (NHST) paradigm poses problems for replication and more broadly in the biomedical and social sciences as well as how these problems remain unresolved by proposals involving modified p-value thresholds, confidence intervals, and Bayes factors.
Journal ArticleDOI
Conceptualizing and Evaluating Replication Across Domains of Behavioral Research
TL;DR: The authors discuss the authors' conceptualization of replication, in particular the false dichotomy of direct versus conceptual replication intrinsic to it, and suggest a broader one that better generalizes to other domains of psychological research.
Journal ArticleDOI
Progress in partial least squares structural equation modeling use in marketing research in the last decade
Marko Sarstedt,Joseph F. Hair,Mandy Pick,Benjamin Liengaard,Lǎcrǎmioara Radomir,Christian M. Ringle +5 more
TL;DR: Munich School of Management, Ludwig Maximilians University Munich, Munich, Germany Faculty of Economics and Business Administration, Babeș-Bolyai University, Cluj-Napoca, Romania Mitchell College of Business, University of South Alabama, Mobile, Alabama, USA Faculty of economics and management, Otto von Guerke University Magdeburg, Magdeburger, Germany Department of Economics, Business Economics, Aarhus University, AARhus, Denmark Hamburg University of Technology (TUHH), Hamburg, Germany as discussed by the authors
References
More filters
Journal ArticleDOI
Measuring inconsistency in meta-analyses
TL;DR: A new quantity is developed, I 2, which the authors believe gives a better measure of the consistency between trials in a meta-analysis, which is susceptible to the number of trials included in the meta- analysis.
Journal ArticleDOI
A power primer.
TL;DR: A convenient, although not comprehensive, presentation of required sample sizes is providedHere the sample sizes necessary for .80 power to detect effects at these levels are tabled for eight standard statistical tests.
Journal ArticleDOI
Quantifying heterogeneity in a meta‐analysis
TL;DR: It is concluded that H and I2, which can usually be calculated for published meta-analyses, are particularly useful summaries of the impact of heterogeneity, and one or both should be presented in publishedMeta-an analyses in preference to the test for heterogeneity.
Book
Handbook of social psychology
TL;DR: In this paper, Neuberg and Heine discuss the notion of belonging, acceptance, belonging, and belonging in the social world, and discuss the relationship between friendship, membership, status, power, and subordination.
Book
Statistical Methods for Research Workers
TL;DR: The prime object of as discussed by the authors is to put into the hands of research workers, and especially of biologists, the means of applying statistical tests accurately to numerical data accumulated in their own laboratories or available in the literature.