Machine learning and psychological research: The unexplored effect of measurement

R Jacobucci, KJ Grimm - Perspectives on Psychological …, 2020 - journals.sagepub.com
Machine learning (ie, data mining, artificial intelligence, big data) has been increasingly
applied in psychological science. Although some areas of research have benefited …

Foreign language enjoyment, ideal L2 self, and intercultural communicative competence as predictors of willingness to communicate among EFL learners

J Fathi, M Pawlak, S Mehraein, HM Hosseini… - System, 2023 - Elsevier
The aim of this research was set to test a model of willingness to communicate (WTC) based
on ideal L2 self, foreign language enjoyment (FLE), and intercultural communicative …

[HTML][HTML] Association between greenspace morphology and prevalence of non-communicable diseases mediated by air pollution and physical activity

H Wang, LG Tassinary - Landscape and Urban Planning, 2024 - Elsevier
Neighborhood greenspace is a recognized roborant, yet limited is known regarding the
influence of greenspace spatial morphology on the prevalence of non-communicable …

Pragmatic language in children and adolescents with autism spectrum disorder: Do theory of mind and executive functions have a mediating role?

R Cardillo, IC Mammarella, E Demurie… - Autism …, 2021 - Wiley Online Library
Pragmatic language (PL) is defined as the ability to use language effectively in
communicative exchanges. Previous findings showed that deficits in PL are a core …

Group mindfulness-integrated cognitive behavior therapy (MiCBT) reduces depression and anxiety and improves flourishing in a transdiagnostic primary care sample …

SEB Francis, F Shawyer, B Cayoun, J Enticott… - Frontiers in …, 2022 - frontiersin.org
Objectives This study investigated the effectiveness of a group-based 8-week intervention,
Mindfulness-integrated Cognitive Behavior Therapy (MiCBT), to decrease psychological …

Bayesian regularized SEM: Current capabilities and constraints

S van Erp - Psych, 2023 - mdpi.com
An important challenge in statistical modeling is to balance how well our model explains the
phenomenon under investigation with the parsimony of this explanation. In structural …

Do leverage decisions mediate the relationship between board structure and insolvency risk? A comparative mediating role of capital structure and debt maturity

RY Hussain, X Wen, H Hussain, M Saad… - South Asian Journal of …, 2022 - emerald.com
Purpose Corporate boards monitor managerial decisions as concluded by the monitoring
hypothesis. In this scenario, the present study stresses that leverage decisions can be used …

High-dimensional mediation analysis in survival models

C Luo, B Fa, Y Yan, Y Wang, Y Zhou… - PLoS computational …, 2020 - journals.plos.org
Mediation analysis with high-dimensional DNA methylation markers is important in
identifying epigenetic pathways between environmental exposures and health outcomes …

The effect of interpersonal communication in tobacco control campaigns: A longitudinal mediation analysis of a Ghanaian adolescent population

D Karletsos, P Hutchinson, A Leyton, D Meekers - Preventive Medicine, 2021 - Elsevier
This study examined the effectiveness of anti-smoking messages in positively shifting
perceptions of risks related to smoking among adolescents in urban Ghana, both directly …

Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic

X Guo, R Li, J Liu, M Zeng - Journal of Econometrics, 2023 - Elsevier
Mediation analysis draws increasing attention in many research areas such as economics,
finance and social sciences. In this paper, we propose new statistical inference procedures …