“…To examine the second research question, multivariate linear regression in R was used to analyze the impact of the predictor variables (i.e., years of experience, number of publications, career stage, attitudes, methodological focus, perceived norms, and knowledge) on participants' intended future practices. The independent variables of attitudes, knowledge, and perceived norms were derived from the conceptual framework and the experience, number of publications, career stage, and methodological focus variables were derived from recent research examining researchers' perceptions of open science practices (Abele-Brehm et al, 2019;Soderberg et al, 2020;Toribio-Flórez, 2021;Zečević et al, 2020). For the career stage variable, tenured researchers were designated as the reference group, and for the methodological focus variable, group quantitative research was designated as the reference group.…”