PROCESS : A Versatile Computational Tool for Observed Variable Mediation , Moderation , and Conditional Process Modeling 1

By Andrew F. Hayes. 2012

4,667 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/aa753b543c78d6c4f344fb431c6683edaa062c07

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Citations in the corpus

Listen to others or yourself? The role of personal norms on the effectiveness of social norm interventions to change pro-environmental behavior (2021, methodology): “Multiple regression analysis, with Hayes ’ (2012) moderation procedure (Model 1, bias-corrected, 5000 bootstrap samples) was used to test whether the relationship between social norms/normative messages and pro-environmental intentions were moderated by the level of personal norms.”
Man Versus Machine: Resisting Automation in Identity-Based Consumer Behavior (2018, methodology): “Statistically, we test this prediction by conducting a moderated mediation analysis using 5,000 bootstrapped samples (Hayes 2012; PROCESS model 14), with the automated task as the independent variable, internal attribution as a mediator, strength of identification as a moderator, and WTB as the…”
Perceived Overqualification and Collectivism Orientation: Implications for Work and Nonwork Outcomes (2020, methodology): “Tables S1-S2 (in the supplemental material available online) summarize the results of our alternative models tested via the Process macro in SPSS (Model 9) created by Hayes (2012).”
Is there a ''dark intelligence''? Emotional intelligence is used by dark personalities to emotionally manipulate others (2014, methodology): “Whether the three members of the Dark Triad moderated the relationship between SEI scales and emotional manipulation was investigated with Hayes’ (2012) SPSS macro PROCESS.”
Multiple Oppressions and the Mental Health of Sexual Minority Latina/o Individuals (2015, methodology): “The PROCESS SPSS macro was used to decompose the three significant interaction effects (Hayes, 2012).”
Leading innovation: Empirical evidence for ambidextrous leadership from UK high-tech SMEs (2020, methodology): “Hypothesis 4 was tested using the Hayes’ (2013) PROCESS macro package for SPSS.”
Psychological Capital and Career Outcomes among Final Year University Students: the Mediating Role of Career Engagement and Perceived Employability (2020, methodology): “Whereas this analytical tool applies ordinary least squares regression, it is a versatile tool that incorporates repeated computations in form of bootstrapping which is necessary for computation of confidence intervals for indirect effects in simple and multiple mediations (Hayes 2012, 2018).”
Effects of guided reflexivity and team feedback on team performance improvement: The role of team regulatory processes and cognitive emergent states (2015, methodology): “Fourth, recent methodological advances have generated increased interest in team processes and states, including conditional process analysis that can be used to examine multiple-mediator models (Hayes, 2012; Taylor et al., 2008).”
The Health Belief Model as an Explanatory Framework in Communication Research: Exploring Parallel, Serial, and Moderated Mediation (2014, methodology): “This model assumes that the HBM constructs do not influence one another (Hayes, 2012).”
Improving At-Risk Learners' Understanding of Fractions (2013, methodology): “Following Preacher and Hayes (2008; Hayes, 2012), we used an ordinary least squares path analytical framework to estimate the effects of intervention on conceptual and procedural knowledge and to examine whether pretest whole-number calculation skill moderated those effects.”
Narcissism and Empathy in Young Offenders and Non–Offenders (2014, methodology): “We tested indirect effects of narcissism on offender status via perspective-taking and empathic concern using Hayes’ (2012) PROCESS procedure.”
Tablets, touchscreens, and touchpads: : How varying touch interfaces trigger psychological ownership and endowment (2014, methodology): “For sweatshirts, bootstrap estimation with 10,000 resamples (Hayes, 2012) confirmed that psychological ownership mediates the effect of interface touch on WTA (indirect effect M = 4.92, SE = 2.10, 95% CI = 1.76, 10.57).”
Eliza in the uncanny valley: anthropomorphizing consumer robots increases their perceived warmth but decreases liking (2019, methodology): “To test this mediation effect, a bootstrapping method was employed (Hayes 2012).”