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Background Self-regulated learning (SRL) is the core purpose of lifelong learning and the precondition for medical staff to continuously adapt to and excel in their current and future positions. Good SRL abilities positively impact the academic performance and clinical skills of medical students. Despite its importance, the factors influencing SRL among medical students in China remain under-explored. This study investigates these factors among Chinese medical undergraduates. Methods This cross-sectional survey was conducted among a convenience sample of undergraduate students at all four medical universities in Guangxi, using a questionnaire developed and tailored by Zude Zhu. Responses from 2,179 Chinese medical undergraduate students were included in the analyses. The data were collected using the College Student SRL Questionnaire which consisted of 69 items rated on a 6-point Likert scale, ranging from 1 (very inconsistent) to 6 (very consistent), and scored by calculating the mean and standard deviation. The data were analyzed using the Statistical Package for Social Sciences, version 22.0 (IBM SPSS Corp). Results Univariate analysis showed that registered residence, specialty, educational system, parental educational background, parenting style, annual household income, parental occupation, grade point average (GPA), engagement in SRL activities, and participation in SRL training were significantly associated with SRL scores ( p < 0.05 for all). The results of the multiple linear regression analysis revealed that educational system (“5 + 3”-year) ( p < 0.001; 95% Confidence Interval (CI), 9.842 to 15.686), mother’s occupation (staff of government agency/institution) ( p < 0.001; 95% CI, − 3.798 to − 2.081), GPA ( p < 0.001; 95% CI, − 10.009 to − 5.712), engagement in SRL activities ( p = 0.001; 95% CI, − 11.903 to − 3.162), and participation in SRL training ( p < 0.001; 95% CI, − 15.966 to − 9.972) were positively related to SRL abilities in medical students. Conclusions Further studies are necessary to identify additional external (e.g., academic environment, parents’ expectations for their children) and internal factors (e.g., student cadres or not, interest in medicine or not, whether there is a clear career planning) affecting SRL abilities. Initiating relevant training early in the college career could enhance SRL capabilities in medical students.
Background Self-regulated learning (SRL) is the core purpose of lifelong learning and the precondition for medical staff to continuously adapt to and excel in their current and future positions. Good SRL abilities positively impact the academic performance and clinical skills of medical students. Despite its importance, the factors influencing SRL among medical students in China remain under-explored. This study investigates these factors among Chinese medical undergraduates. Methods This cross-sectional survey was conducted among a convenience sample of undergraduate students at all four medical universities in Guangxi, using a questionnaire developed and tailored by Zude Zhu. Responses from 2,179 Chinese medical undergraduate students were included in the analyses. The data were collected using the College Student SRL Questionnaire which consisted of 69 items rated on a 6-point Likert scale, ranging from 1 (very inconsistent) to 6 (very consistent), and scored by calculating the mean and standard deviation. The data were analyzed using the Statistical Package for Social Sciences, version 22.0 (IBM SPSS Corp). Results Univariate analysis showed that registered residence, specialty, educational system, parental educational background, parenting style, annual household income, parental occupation, grade point average (GPA), engagement in SRL activities, and participation in SRL training were significantly associated with SRL scores ( p < 0.05 for all). The results of the multiple linear regression analysis revealed that educational system (“5 + 3”-year) ( p < 0.001; 95% Confidence Interval (CI), 9.842 to 15.686), mother’s occupation (staff of government agency/institution) ( p < 0.001; 95% CI, − 3.798 to − 2.081), GPA ( p < 0.001; 95% CI, − 10.009 to − 5.712), engagement in SRL activities ( p = 0.001; 95% CI, − 11.903 to − 3.162), and participation in SRL training ( p < 0.001; 95% CI, − 15.966 to − 9.972) were positively related to SRL abilities in medical students. Conclusions Further studies are necessary to identify additional external (e.g., academic environment, parents’ expectations for their children) and internal factors (e.g., student cadres or not, interest in medicine or not, whether there is a clear career planning) affecting SRL abilities. Initiating relevant training early in the college career could enhance SRL capabilities in medical students.
Advanced learning technologies have become a focal point in recent educational research, holding the promise of enhancing students' self-regulated learning (SRL) by facilitating various processes of planning, monitoring, performing, and reflecting upon learning experiences. However, concerns have arisen regarding the efficacy and design of technologies, the spectrum of possibilities for SRL support, and too ambiguous claims associated with these technologies. To address these uncertainties and to provide a platform for generating the more empirical evidence, Self-Regulated Learning Support (SRL-S) rubric was developed to facilitate the assessment of SRL support in technology-enhanced learning environments. It is grounded in established educational theory and proven empirical research results. This article presents a study that extends the application of the rubric to establish its reliability and validity, filling a gap in prior research. First, content, criterion-related, and construct validation were performed through international and interdisciplinary experts’ reviews. Subsequently, inter-rater and intra-rater reliability were assessed using Intraclass Correlation Coefficients and Cohens Kappa tests. The outcomes of these analysis demonstrated that the SRL-S is a reliable and valid instrument for assessing the levels of SRL support within learning environments. Additional implications for further research to support self-regulated learning are discussed.
The network environment is gradually formed and developed under the impetus of information technology, and it plays an important role in transmitting political concepts, forming political attitudes, and cultivating political identity. After exploring the dilemma of ideological and political education in the network environment, this paper uses polynomial least squares approximation to construct polynomial regressions to solve various nonlinear regression problems. Then, the network environment factors such as bad guidance, network technology, cultural penetration, and false information are taken as independent variables. College students’ ideological and political attitudes are taken as dependent variables to construct a multivariate nonlinear regression model, observe the polynomial regression parameters according to the principle of least-squares estimation, and take 489 college students of the University of R as the research subjects to explore the influence of network environment on college students’ ideological and political attitudes. The results show that the correlation coefficients of four factors, namely, poor guidance of network environment, network technology, cultural penetration, and false information, with students’ ideological and political attitudes range from 0.178 to 0.531, which is a significant positive correlation. Meanwhile, compared with political cognition and political emotion, network environment factors explain the strongest tendency of political behavior (54.9%), and different network environment factors have various degrees of influence on college students’ ideological and political attitudes. The study offers data to support the cultivation and strengthening of college students’ ideological and political attitudes.
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