Standout Papers

The Relative Trustworthiness of Inferential Tests of the Indirect Effect in Statistical Mediation ... 2013 2026 2017 2021 1.7k
  1. The Relative Trustworthiness of Inferential Tests of the Indirect Effect in Statistical Mediation Analysis (2013)
    Andrew F. Hayes, Michael Scharkow Psychological Science

Citation Impact

Citing Papers

PLS-SEM’s most wanted guidance
2022 Standout
Partisan Polarization Is the Primary Psychological Motivation behind Political Fake News Sharing on Twitter
2021 Standout
A new criterion for assessing discriminant validity in variance-based structural equation modeling
2014 Standout
How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research
2019 Standout
Inside out and outside in: How the COVID-19 pandemic affects self-disclosure on social media
2020
“These Are Just Stories, Mulder”: Exposure to Conspiracist Fiction Does Not Produce Narrative Persuasion
2018
Internet Addiction Disorder: Personality characteristics and risk of pathological overuse in adolescents
2016 Standout
Gender Identity Disparities in Bathroom Safety and Wellbeing among High School Students
2017 Standout
The relationship between addictive use of social media and video games and symptoms of psychiatric disorders: A large-scale cross-sectional study.
2016 Standout
Acting like a Tough Guy: Violent-Sexist Video Games, Identification with Game Characters, Masculine Beliefs, & Empathy for Female Violence Victims
2016
Socioeconomic inequalities in frailty among older adults in six low- and middle-income countries: Results from the WHO Study on global AGEing and adult health (SAGE)
2018
Age in the entrepreneurial process: The role of future time perspective and prior entrepreneurial experience.
2018 Standout
“What about building 7?” A social psychological study of online discussion of 9/11 conspiracy theories
2013
Monotonicity of effect sizes: Questioning kappa-squared as mediation effect size measure.
2015
Integrating psychological and neurobiological considerations regarding the development and maintenance of specific Internet-use disorders: An Interaction of Person-Affect-Cognition-Execution (I-PACE) model
2016 Standout
Job demands–resources theory: Taking stock and looking forward.
2016 Standout
A 2-year longitudinal study of prospective predictors of pathological Internet use in adolescents
2015
Frailty: implications for clinical practice and public health
2019 Standout
Media and technology use predicts ill-being among children, preteens and teenagers independent of the negative health impacts of exercise and eating habits
2014 Standout
Regression-based statistical mediation and moderation analysis in clinical research: Observations, recommendations, and implementation
2016 Standout
Re-visiting Internet Addiction among Taiwanese Students: A Cross-Sectional Comparison of Students’ Expectations, Online Gaming, and Online Social Interaction
2014
An Index and Test of Linear Moderated Mediation
2015 Standout
Internet gaming addiction: current perspectives
2013
Investigating Risk Factors for Internet Gaming Disorder: A Comparison of Patients with Addictive Gaming, Pathological Gamblers and Healthy Controls regarding the Big Five Personality Traits
2013
Integrating Survey Data and Digital Trace Data: Key Issues in Developing an Emerging Field
2019
The rise of motivational information systems: A review of gamification research
2018 Standout
Tips to use partial least squares structural equation modelling (PLS-SEM) in knowledge management
2018
An updated and expanded assessment of PLS-SEM in information systems research
2017 Standout
Problematic Use of Social Networking Sites: Antecedents and Consequence from a Dual-System Theory Perspective
2016
Mediation analysis in partial least squares path modeling
2016 Standout
Are we in right path for mediation analysis? Reviewing the literature and proposing robust guidelines
2021
The literary uses of high-dimensional space
2015
Adoption of O2O food delivery services in South Korea: The moderating role of moral obligation in meal preparation
2018 Standout
Advances in Mediation Analysis: A Survey and Synthesis of New Developments
2014
Topic Modeling in Management Research: Rendering New Theory from Textual Data
2019 Standout
Effects of Group Counseling Programs, Cognitive Behavioral Therapy, and Sports Intervention on Internet Addiction in East Asia: A Systematic Review and Meta-Analysis
2017 Standout
Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R
2021 Standout
Grit in the path to e-learning success
2016 Standout
Common Beliefs and Reality About PLS
2014 Standout
Cashless Transactions: A Study on Intention and Adoption of e-Wallets
2021 Standout
Testing measurement invariance of composites using partial least squares
2016 Standout
Problematic gaming behaviour and health-related outcomes: A systematic review and meta-analysis
2017
How to Specify, Estimate, and Validate Higher-Order Constructs in PLS-SEM
2019 Standout
Using PLS path modeling in new technology research: updated guidelines
2016 Standout
Determining Power and Sample Size for Simple and Complex Mediation Models
2017
Predictive maintenance in the Industry 4.0: A systematic literature review
2020 Standout
The Effects of Online Shopping Context Cues on Consumers’ Purchase Intention for Cross-Border E-Commerce Sustainability
2019 Standout
Online social media fatigue and psychological wellbeing—A study of compulsive use, fear of missing out, fatigue, anxiety and depression
2018 Standout
A general perspective of Big Data: applications, tools, challenges and trends
2015
Internet gaming disorder in children and adolescents: a systematic review
2018
Understanding Conspiracy Theories
2019 Standout
Rethinking some of the rethinking of partial least squares
2019 Standout
Internet Gaming Disorder Among Slovenian Primary Schoolchildren: Findings From a Nationally Representative Sample of Adolescents
2016
How can green training promote employee career growth?
2020 Standout
Text Classification for Organizational Researchers
2017
Partial, conditional, and moderated moderated mediation: Quantification, inference, and interpretation
2017 Standout
Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience
2019 Standout
Assessing measurement model quality in PLS-SEM using confirmatory composite analysis
2019 Standout
Consistent Partial Least Squares Path Modeling1
2015 Standout
Power Anomalies in Testing Mediation
2013
The Interaction of Person-Affect-Cognition-Execution (I-PACE) model for addictive behaviors: Update, generalization to addictive behaviors beyond internet-use disorders, and specification of the process character of addictive behaviors
2019 Standout
When to use and how to report the results of PLS-SEM
2018 Standout
Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods
2017 Standout
Addressing Endogeneity in International Marketing Applications of Partial Least Squares Structural Equation Modeling
2018 Standout
Beyond a tandem analysis of SEM and PROCESS: Use of PLS-SEM for mediation analyses!
2020
Impact of COVID-19 pandemic on information management research and practice: Transforming education, work and life
2020 Standout
Datafication, dataism and dataveillance: Big Data between scientific paradigm and ideology
2014 Standout
Statistical Approaches for Enhancing Causal Interpretation of the M to Y Relation in Mediation Analysis
2014
Statistical mediation analysis with a multicategorical independent variable
2013 Standout
Consumers acceptance of artificially intelligent (AI) device use in service delivery
2019 Standout
Characteristics and Psychiatric Symptoms of Internet Gaming Disorder among Adults Using Self-Reported DSM-5 Criteria
2016
Artificial intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance
2021 Standout
Personality and Internet Gaming Disorder: a Systematic Review of Recent Literature
2017
Blame the Bot: Anthropomorphism and Anger in Customer–Chatbot Interactions
2021 Standout
Less than you think: Prevalence and predictors of fake news dissemination on Facebook
2019 Standout
A Primer on the Conditional Mediation Analysis in PLS-SEM
2021
How Accurate Are Survey Responses on Social Media and Politics?
2018
Investigating the differential effects of social networking site addiction and Internet gaming disorder on psychological health
2017

Works of Michael Scharkow being referenced

Disclosure Management on Social Network Sites: Individual Privacy Perceptions and User-Directed Privacy Strategies
2016
Longitudinal patterns of problematic computer game use among adolescents and adults—a 2‐year panel study
2014
The more you play, the more aggressive you become: A long-term experimental study of cumulative violent video game effects on hostile expectations and aggressive behavior
2012
Problematic computer game use among adolescents, younger and older adults
2012
Measuring the Public Agenda using Search Engine Queries
2011
The Accuracy of Self-Reported Internet Use—A Validation Study Using Client Log Data
2016
Beyond the “core-gamer”: Genre preferences and gratifications in computer games
2014
Correcting Measurement Error in Content Analysis
2017
Modes of reception for fictional films
2009
The Value of Big Data in Digital Media Research
2013
The Relative Trustworthiness of Inferential Tests of the Indirect Effect in Statistical Mediation Analysis
2013 Standout
Thematic content analysis using supervised machine learning: An empirical evaluation using German online news
2011
Rankless by CCL
2026