The moderating role of intrinsic motivation in cloud computing adoption in online education in a developing country: a structural equation model

被引:14
|
作者
Shahzad, Fakhar [1 ]
Xiu, GuoYi [1 ]
Khan, Imran [2 ]
Shahbaz, Muhammad [1 ]
Riaz, Muhammad Usman [1 ]
Abbas, Adnan [1 ]
机构
[1] Harbin Univ Sci & Technol, Sch Econ & Management, Harbin, Peoples R China
[2] Islamia Univ Bahawalpur, Dept Management Sci, Bahawalnagar, Pakistan
关键词
Human-computer interaction; Cloud computing; Computing education; MOOCs; TECHNOLOGY ACCEPTANCE MODEL; SELF-DETERMINATION THEORY; E-GOVERNMENT; ENDOGENOUS MOTIVATIONS; INNOVATION-DIFFUSION; UNIVERSITY-STUDENTS; E-BUSINESS; DETERMINANTS; INTENTION; MOOCS;
D O I
10.1007/s12564-019-09611-2
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
In the provision of massive open online courses (MOOCs), cloud computing services enable students to synchronize their study materials anywhere, anytime, and using any device, which can improve learning performance and strengthen the teacher-student relationship via knowledge sharing. This study builds on the technological-organizational-environmental (TOE) framework and aims to identify the influencing factors of cloud computing adoption in educational settings for the provision of MOOCs. Another aim is to determine how intrinsic motivation moderates individual intention. Therefore, our study conceptualized a model that is supported by an empirical analysis of 232 respondents and takes into account the technological, organizational, and environmental impacts on individual attitudes toward adopting cloud computing in education. We evaluate the study hypotheses using structural equation modeling. The results demonstrate significant relationships between the technological and organizational constructs and attitudes toward the use of cloud computing. Meanwhile, competitive pressure from the environment has not been identified in any relationship with individual attitudes in government universities. The results provide new directions for policymakers to consider in the implementation of CC systems for the provision of MOOCs in developing countries. We also discuss potential implications, contributions, and suggestions for future research.
引用
收藏
页码:121 / 141
页数:21
相关论文
共 50 条
  • [41] The role of study strategy in motivation and academic performance of ethnic minority and majority students: a structural equation model
    Isik, Ulviye
    Wilschut, Janneke
    Croiset, Gerda
    Kusurkar, Rashmi A.
    ADVANCES IN HEALTH SCIENCES EDUCATION, 2018, 23 (05) : 921 - 935
  • [42] The role of study strategy in motivation and academic performance of ethnic minority and majority students: a structural equation model
    Ulviye Isik
    Janneke Wilschut
    Gerda Croiset
    Rashmi A. Kusurkar
    Advances in Health Sciences Education, 2018, 23 : 921 - 935
  • [43] A structural equation model of mediation between parental variables and school outcomes. The moderating effect of parents' level of education
    Marici, Marius
    Turliuc, Maria Nicoleta
    PSIWORLD 2011, 2012, 33 : 443 - 447
  • [44] Assessing Determinants of Online Medical Services Adoption Willingness of General Hospital Physicians Using the Information-Motivation-Behavioral Skills Model: A Multi-Group Structural Equation Modeling Approach
    Peng, Xueqing
    Li, Zhiguang
    Zhang, Chi
    Wu, Qifeng
    Gu, Jinghong
    You, Hua
    JOURNAL OF MULTIDISCIPLINARY HEALTHCARE, 2021, 14 : 3453 - 3462
  • [45] The Structural Equation Model of actual use of Cloud Learning for Higher Education students in the 21th century
    Amornkitpinyo, Thanyatorn
    Yoosomboon, Sathaporn
    Sopapradit, Sunti
    Amornkitpinyo, Pimprapa
    JOURNAL OF E-LEARNING AND KNOWLEDGE SOCIETY, 2021, 17 (01): : 72 - 80
  • [46] Exploring the role of online EFL learners' perceived social support in their learning engagement: a structural equation model
    Luan, Lin
    Hong, Jon-Chao
    Cao, Miao
    Dong, Yan
    Hou, Xiaoju
    INTERACTIVE LEARNING ENVIRONMENTS, 2023, 31 (03) : 1703 - 1714
  • [47] Teachers' Attitudes Towards STEM Education: Exploring the Role of Their Readiness via a Structural Equation Model
    Papagiannopoulou, Theano
    Vaiopoulou, Julie
    EUROPEAN JOURNAL OF INVESTIGATION IN HEALTH PSYCHOLOGY AND EDUCATION, 2024, 14 (11) : 2850 - 2864
  • [48] Antecedents of Risky Financial Investment Intention among Higher Education Students: A Mediating Moderating Model Using Structural Equation Modeling
    Elshaer, Ibrahim A.
    Sobaih, Abu Elnasr E.
    MATHEMATICS, 2023, 11 (02)
  • [49] A structural equation model based analysis of non-workers' activity-travel behaviour from a city of a developing country
    Manoj, M.
    Verma, Ashish
    TRANSPORTATION, 2017, 44 (02) : 241 - 269
  • [50] A structural equation model based analysis of non-workers’ activity-travel behaviour from a city of a developing country
    M. Manoj
    Ashish Verma
    Transportation, 2017, 44 : 241 - 269