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在混合学习环境中,自我调节、学习心流、学业压力和学习投入作为学业成绩预测因素之间的相互作用:一项横断面调查。

The interplay between self-regulation, learning flow, academic stress and learning engagement as predictors for academic performance in a blended learning environment: A cross-sectional survey.

作者信息

Tomas Nestor, Poroto Annarosa

机构信息

Department of General Nursing Science, School of Nursing and Public Health, Faculty of Health Sciences and Veterinary Medicine, University of Namibia (UNAM), Rundu, Namibia.

出版信息

Heliyon. 2023 Oct 20;9(11):e21321. doi: 10.1016/j.heliyon.2023.e21321. eCollection 2023 Nov.

Abstract

AIM

To examine the correlations between self-regulation, learning flow, academic stress and learning engagement as predicting variables for academic achievement in a blended learning environment in Namibia.

DESIGN

Cross-sectional survey.

METHODS

Data were collected from 166 randomly selected undergraduate nursing students through an online survey between January and February 2023, and were analysed using IBM SPSS AMOS version 28.0. The data were explored through factor, parallel and confirmatory factor analyses. The relationship between the study factors and the total score of the scale was analysed using the Pearson correlation coefficient.

RESULTS

The results indicate that the two factors identified in the factor analysis are consistent with the theoretical proposition in this research. Factor 1 comprises items C1 to C24, which pertain to self-regulation (SR), while factor 2 consists of items D1 to D9, which relate to learning flow (LR). The findings demonstrate that self-regulation significantly predicts both flow and stress, as well as learning engagement. Additionally, there is a significant relationship between stress and self-regulated learning, as well as between stress and learning flow (r = 0.23-0.26; p= < .05). However, none of the study constructs were found to predict academic achievement.

CONCLUSION

Although self-regulation significantly predicted flow, stress and learning engagement, a non-significant association exists between all the study constructs and academic achievement. The results of this study have significant implications for improving the development of a positive learning environment that fosters active student engagement. Future studies should investigate correlation by conducting large-scale studies.

IMPACT

This study makes a valuable contribution to the current body of literature concerning academic achievement within the context of undergraduate nursing education. The insignificant relationship between the study variables and academic achievement indicate that these elements are not of considerable significance in enhancing educational achievements in blended learning surroundings in Namibia.

PATIENT OR PUBLIC CONTRIBUTION

One hundred and sixty-six undergraduate nursing students participated in the survey. The data collected were analysed and interpreted by a skilled statistician.

摘要

目的

考察在纳米比亚的混合学习环境中,自我调节、学习心流、学业压力和学习投入作为学业成绩预测变量之间的相关性。

设计

横断面调查。

方法

于2023年1月至2月间,通过在线调查从166名随机选取的本科护理专业学生中收集数据,并使用IBM SPSS AMOS 28.0版本进行分析。通过因子分析、平行分析和验证性因子分析对数据进行探索。使用Pearson相关系数分析研究因素与量表总分之间的关系。

结果

结果表明,因子分析中确定的两个因子与本研究中的理论命题一致。因子1包括与自我调节(SR)相关的C1至C24项,而因子2由与学习心流(LR)相关的D1至D9项组成。研究结果表明,自我调节显著预测心流、压力以及学习投入。此外,压力与自我调节学习之间以及压力与学习心流之间存在显著关系(r = 0.23 - 0.26;p < .05)。然而,未发现任何研究构念能够预测学业成绩。

结论

尽管自我调节显著预测心流、压力和学习投入,但所有研究构念与学业成绩之间均不存在显著关联。本研究结果对于改善促进学生积极参与的积极学习环境的发展具有重要意义。未来研究应通过开展大规模研究来调查相关性。

影响

本研究为当前关于本科护理教育背景下学业成绩的文献做出了有价值的贡献。研究变量与学业成绩之间的不显著关系表明,这些因素在提高纳米比亚混合学习环境中的教育成绩方面并非具有相当重要的意义。

患者或公众贡献

166名本科护理专业学生参与了调查。收集的数据由一名熟练的统计学家进行分析和解读。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7537/10598534/dec2beb3e032/gr1.jpg

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