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Thus, our secondary hypothesis was that mediation through norms perception would primarily occur among individuals who overestimate other people’s drinking (ie, moderated mediation). To the best of our knowledge, this is the first study to assess moderated mediation in such a setting.
This manuscript adheres to the recommendations outlined in A Guideline for Reporting Mediation Analyses (AGRe MA) [46].
J Med Internet Res 2025;27:e55541
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The data were also analyzed with the Process Macro Model 59 for multicategorical moderated mediation tests to account for the effect of a single moderator on all 3 mediation pathways [52]. Six multicategorical moderated mediation models were constructed to assess the main and interaction effects of the artwork and priming manipulations. The hanging control condition was set as the reference group. Postexperiment pain scores and social disconnection scores were the outcome variables.
JMIR Serious Games 2024;12:e52294
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In addition, there is further support for the above-proposed mediation. First, pathological internet use (including IGD) has been postulated to cause deficient face-to-face social interactions that would lead to social isolation [20,21]. Longitudinal studies have also reported that adolescent IGD predicted social anxiety and loneliness [22,23].
JMIR Serious Games 2024;12:e48439
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The Sobel-Goodman mediation test was used to examine the impact of smoking on Big Five personality traits and HRQOL while taking into account all covariates [43]. Statistical significance was determined using 2-sided P values, with α
The sample analyzed in this study consisted of 21,916 cases. There was an equal distribution of sexes, with 10,958 (50%) participants identifying as male and 10,958 (50%) identifying as female.
JMIR Public Health Surveill 2024;10:e51416
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Conditional process analysis was used for the moderation and mediation analyses [45]. Separate models were run for the proposed mediation and moderation effects of child characteristics (age, gender, procedure location, and anxiety sensitivity) and level of immersion on the outcomes of postprocedural anxiety VAS and pain FPS-R. All models were controlled for preprocedural pain or anxiety.
J Med Internet Res 2024;26:e53196
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For primary mediations, age significantly mediated the statistical relationship between 11 judgment variables and vaccine uptake (α
For the secondary mediation analyses, 5 judgment variables mediated the statistical relationship between age and vaccine uptake; these variables overlapped with the 11 findings of the primary mediation analyses.
JMIR Public Health Surveill 2024;10:e47979
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Data were analyzed using the statistical programming language R [43] in combination with the nlme package [44] and the mediate package for the mediation analyses [45]. As both the mediator and the outcome model were linear models, the results obtained by the function are analogous to the usual linear structural equation method described by Baron and Kenny [45,46].
J Med Internet Res 2023;25:e42317
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The moderated mediation model provides evidence for the practical application of theory of planned behavior in vaccination behavior. Future interventions for people who are unwilling to be vaccinated or subjectively postpone vaccination should not only focus on changing their negative attitudes toward the vaccine but should also pay attention to the ideas of their families and close friends about vaccination and intervention. This will facilitate positive intentions to get vaccinated.
JMIR Public Health Surveill 2022;8(6):e34666
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One of the participants was excluded because of being a multivariate outlier, which affected the mediation analyses. Therefore, the analysis sample comprised 100 German-speaking participants who lost their spouse through bereavement (20/100, 20%), separation, or divorce (80/100, 80%) and who were randomly allocated to the intervention group or the waitlist control group. The waitlist control group received access to the treatment after 12 weeks.
JMIR Ment Health 2022;9(5):e27707
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