Faculty of Management, Multimedia University, Cyberjaya, Malaysia.
College of Nursing, Youjiang Medical University for Nationalities, Baise, China.
BMC Med Educ. 2024 Jan 24;24(1):86. doi: 10.1186/s12909-024-05037-6.
Rain Classroom was one of the most popular online learning platforms in Chinese higher education during the pandemic. However, there is little research on user intention under the guidance of technology acceptance and unified theory (UTAUT).
This research aims to determine factors influencing students' behavioural intention to use Rain Classroom.
In this cross-sectional and correlational investigation, 1138 medical students from five medical universities in Guangxi Province, China, made up the sample. This study added self-efficacy (SE), motivation (MO), stress (ST), and anxiety (AN) to the UTAUT framework. This study modified the framework by excluding actual usage variables and focusing only on intention determinants. SPSS-26 and AMOS-26 were used to analyze the data. The structural equation modelling technique was chosen to confirm the hypotheses.
Except for facilitating conditions (FC), all proposed factors, including performance expectancy (PE), effort expectancy (EE), social influence (SI), self-efficacy (SE), motivation (MO), anxiety (AN), and stress (ST), had a significant effect on students' behavioural intentions to use Rain Classroom.
The research revealed that the proposed model, which was based on the UTAUT, is excellent at identifying the variables that influence students' behavioural intentions in the Rain Classroom. Higher education institutions can plan and implement productive classrooms.
疫情期间,雨课堂是中国高校最受欢迎的在线学习平台之一。然而,很少有研究基于技术接受和统一理论(UTAUT)来探讨用户意愿。
本研究旨在确定影响学生使用雨课堂行为意愿的因素。
本研究采用横断面和相关性调查,样本由来自中国广西五所医学院校的 1138 名医学生组成。本研究在 UTAUT 框架中加入了自我效能感(SE)、动机(MO)、压力(ST)和焦虑(AN)。本研究通过排除实际使用变量,仅关注意图决定因素,对框架进行了修正。使用 SPSS-26 和 AMOS-26 对数据进行分析。选择结构方程建模技术来验证假设。
除了便利条件(FC)外,所有提出的因素,包括绩效期望(PE)、努力期望(EE)、社会影响(SI)、自我效能感(SE)、动机(MO)、焦虑(AN)和压力(ST),对学生使用雨课堂的行为意愿都有显著影响。
研究表明,基于 UTAUT 的提出模型能够很好地识别影响学生在雨课堂中行为意愿的变量。高等教育机构可以计划和实施富有成效的课堂。