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Zheng, Longwei; Liu, Tong; Islam, A. Y. M. Atiquil; Gu, Xiaoqing – Educational Technology Research and Development, 2023
This study proposed a dynamic model of organizational technology adoption within a school institute culture. We described an implementation of a nonhomogeneous hidden Markov model based on a downscaling scheme that can project the cultural factors of the institute onto a teacher's implementation behavior. To reveal the dynamics of cultural…
Descriptors: Technology Integration, School Culture, Models, Cultural Influences
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Zheng, Longwei; Shi, Rui; Wu, Bingcong; Gu, Xiaoqing; Feng, Yuanyuan – International Educational Data Mining Society, 2017
The adoption of educational technologies such as e-textbook has offered a new opportunity to gain insight into teachers' usage of ICT (Information and Communication Technologies). In the e-textbook platform, customized digital products and the learning activities organized in digital environment require teachers to make greater efforts in planning…
Descriptors: Educational Technology, Technology Uses in Education, Visualization, Data Collection
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Zheng, Longwei; Gibson, David; Gu, Xiaoqing – Interactive Learning Environments, 2019
This study extends the understanding of the process of teachers' technology adoption by investigating the dynamic nature of the adoption process. We propose a nonhomogeneous hidden Markov model that reveals the dynamics of teachers' adoption over time and examines the impact of internal and external factors, including experiences, interventions,…
Descriptors: Adoption (Ideas), Technology Integration, Electronic Publishing, Textbooks