Factors influencing teaching innovation at a university: an extension of the job demands-resources (JD-R) model in the digital age
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Teachers with stronger TSE are more likely to adopt new strategies, experiment with new methods, and remain proactive during instructional reform.
“Teachers with stronger TSE are more likely to adopt new strategies, experiment with new methods, and remain proactive during instructional reform (Huang et al., 2025).”
From AI teaching innovation behavior among college teachers: a structural equation modeling analysis based on the AI-TPACK framework, teaching self-efficacy, professional identity, and AI literacy (2026) · cites this paper as Huang et al., 2025
Recent studies have emphasized the mediating role of self-efficacy in translating resources into professional practice.
“Recent studies have also emphasized the mediating role of self-efficacy in translating resources into professional practice (Bai et al., 2024; Huang et al., 2020; Huang et al., 2025).”
From AI teaching innovation behavior among college teachers: a structural equation modeling analysis based on the AI-TPACK framework, teaching self-efficacy, professional identity, and AI literacy (2026) · cites this paper as Huang et al., 2025
Cites
Evaluating structural equation models with unobservable variables and measurement error
Fornell, C., & Larcker, D. F. (1981) · Journal of Marketing Research · doi:10.1177/002224378101800104 · Cited by 109,190 · see citing works
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
Self-efficacy mechanism in human agency
Bandura, A. (1982) · American Psychologist · doi:10.1037/0003-066x.37.2.122 · Cited by 15,975 · see citing works
Social Cognitive Theory: An Agentic Perspective
Bandura, A. (2001) · Annual Review of Psychology · doi:10.1146/annurev.psych.52.1.1 · Cited by 15,510 · see citing works
The job demands-resources model of burnout.
Demerouti, E., Bakker, A. B., Nachreiner, F., & Schaufeli, W. B. (2001) · Journal of Applied Psychology · doi:10.1037/0021-9010.86.3.499 · Cited by 13,643 · see citing works
The Job Demands‐Resources model: state of the art
Bakker, A. B., & Demerouti, E. (2007) · Journal of Managerial Psychology · doi:10.1108/02683940710733115 · Cited by 12,996 · see citing works
Self-efficacy: Toward a unifying theory of behavioral change
Bandura, A. (1978) · Advances in Behaviour Research and Therapy · doi:10.1016/0146-6402(78)90002-4 · Cited by 10,586 · see citing works
Job demands–resources theory: Taking stock and looking forward.
Bakker, A. B., & Demerouti, E. (2017) · Journal of Occupational Health Psychology · doi:10.1037/ocp0000056 · Cited by 6,979 · see citing works
Teacher Efficacy: Its Meaning and Measure
Tschannen‐Moran, M., Hoy, A. W., & Hoy, W. K. (1998) · Review of Educational Research · doi:10.3102/00346543068002202 · Cited by 4,571 · see citing works
The role of personal resources in the job demands-resources model.
Xanthopoulou, D., Bakker, A. B., Demerouti, E., & Schaufeli, W. B. (2007) · International Journal of Stress Management · doi:10.1037/1072-5245.14.2.121 · Cited by 3,051 · see citing works
Lepine, J. A., Podsakoff, N. P., & Lepine, M. A. (2005) · Academy of Management Journal · doi:10.5465/amj.2005.18803921 · Cited by 2,438 · see citing works
A Critical Review of the Job Demands-Resources Model: Implications for Improving Work and Health
Schaufeli, W. B., & Taris, T. W. (2014) · Bridging Occupational, Organizational and Public Health · doi:10.1007/978-94-007-5640-3_4 · Cited by 2,261 · see citing works
Job resources boost work engagement, particularly when job demands are high.
Bakker, A. B., Hakanen, J. J., Demerouti, E., & Xanthopoulou, D. (2007) · Journal of Educational Psychology · doi:10.1037/0022-0663.99.2.274 · Cited by 2,111 · see citing works
Teacher self-efficacy and teacher burnout: A study of relations
Skaalvik, E. M., & Skaalvik, S. (2010) · Teaching and Teacher Education · doi:10.1016/j.tate.2009.11.001 · Cited by 1,787 · see citing works
A Confirmatory Factor Analysis of the End-User Computing Satisfaction Instrument
Doll, W. J., Xia, W., & Torkzadeh, G. (1994) · MIS Quarterly · doi:10.2307/249524 · Cited by 1,408 · see citing works
Toward a Model of Explaining Teachers’ Innovative Behavior: A Literature Review
Thurlings, M., Evers, A. T., & Vermeulen, M. (2015) · Review of Educational Research · doi:10.3102/0034654314557949 · Cited by 462 · see citing works
Teachers' Perceptions of Technology Integration in Teaching-Learning Practices: A Systematic Review
Akram, H., Abdelrady, A. H., Al-Adwan, A. S., & Ramzan, M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.920317 · Cited by 358 · cited 4× · see citing works
“In addition, research has indicated that educators proficient in digital tools are more adaptable to emerging educational technologies, enabling them to continually refine and enhance their teaching practices (Akram et al., 2022; Holdsworth & Maynes, 2017).”
InfluentialHargreaves, A. (2004) · School Leadership and Management · doi:10.1080/1363243042000266936 · Cited by 304 · see citing works
van Veen, K., Sleegers, P. J. C., & van de Ven, P. (2005) · Teaching and Teacher Education · doi:10.1016/j.tate.2005.06.004 · Cited by 281 · see citing works
Bizami, N. A., Tasir, Z., & Kew, S. N. (2023) · Education and Information Technologies · doi:10.1007/s10639-022-11243-w · Cited by 226 · see citing works
Collie, R. J., Granziera, H., & Martin, A. J. (2018) · Teaching and Teacher Education · doi:10.1016/j.tate.2018.04.015 · Cited by 211 · see citing works
Han, J., Yin, H., Wang, J., & Zhang, J. (2019) · Educational Psychology · doi:10.1080/01443410.2019.1674249 · Cited by 203 · see citing works
Daily fluctuations in teachers' well-being: A diary study using the job demands–resources model
Simbula, S. (2010) · Anxiety, Stress & Coping · doi:10.1080/10615801003728273 · Cited by 201 · see citing works
Admiraal, W., Louws, M. L., Lockhorst, D., Paas, T., Buynsters, M., Cviko, A., Janssen, C., de Jonge, M., Nouwens, S., Post, L. S., et al. (2017) · Computers & Education · doi:10.1016/j.compedu.2017.06.013 · Cited by 144 · see citing works
Han, J., Yin, H., Wang, J., & Bai, Y. (2019) · Studies in Higher Education · doi:10.1080/03075079.2019.1594180 · Cited by 124 · see citing works
Chou, C.-M., Shen, C.-H., Hsiao, H.-C., & Shen, T.-C. (2019) · Educational Psychology · doi:10.1080/01443410.2018.1520201 · Cited by 109 · see citing works
Vardi, I. (2008) · Higher Education · doi:10.1007/s10734-008-9159-8 · Cited by 92 · see citing works
Effects of school‐wide positive behavior support on teacher self‐efficacy
Kelm, J. L., & McIntosh, K. (2012) · Psychology in the Schools · doi:10.1002/pits.20624 · Cited by 91 · see citing works
Choi, S., & Mao, X. (2020) · International Journal of Educational Research · doi:10.1016/j.ijer.2020.101711 · Cited by 91 · see citing works
Live, play, and learn: Language learner engagement in the immersive VR environment
Lee, S., Yang, Z., & Wu, J. G. (2023) · Education and Information Technologies · doi:10.1007/s10639-023-12215-4 · Cited by 91 · see citing works
Self-citationCai, Y., & Tang, R. (2021) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2021.100854 · Cited by 81 · see citing works
Taris, T. W., Leisink, P. L. M., & Schaufeli, W. B. (2017) · Aligning perspectives on health, safety and well-being · doi:10.1007/978-3-319-53053-6_11 · Cited by 77 · see citing works
Huang, L., Zhang, T., & Huang, Y. (2020) · Studies in Educational Evaluation · doi:10.1016/j.stueduc.2020.100893 · Cited by 76 · see citing works
Self-citationTeachers’ motivations for initiating innovations
Emo, W. (2015) · Journal of Educational Change · doi:10.1007/s10833-015-9243-7 · Cited by 58 · see citing works
Long, T., Cummins, J., & Waugh, M. (2019) · British Journal of Educational Technology · doi:10.1111/bjet.12703 · Cited by 53 · see citing works
Lei, W., Li, J., Li, Y., Castaño, G., Yang, M. H., & Zou, B. (2020) · Studies in Higher Education · doi:10.1080/03075079.2020.1811218 · Cited by 51 · see citing works
Expanding crossover research: The crossover of job-related self-efficacy within couples
Neff, A., Niessen, C., Sonnentag, S., & Unger, D. (2013) · Human Relations · doi:10.1177/0018726712465095 · Cited by 50 · see citing works
Incorporating creativity into teachers practice and self-concept of professional identity
Davies, T. (2013) · Journal of Educational Change · doi:10.1007/s10833-012-9192-3 · Cited by 40 · see citing works
Understanding innovative teaching practice in higher education: a framework for reflection
Fraser, S. P. (2019) · Higher Education Research & Development · doi:10.1080/07294360.2019.1654439 · Cited by 37 · see citing works
Teacher decision-making in the classroom: the influence of cognitive load and teacher affect
Blackley, C., Redmond, P., & Peel, K. (2021) · Journal of Education for Teaching International Research and Pedagogy · doi:10.1080/02607476.2021.1902748 · Cited by 35 · see citing works
Kao, C.-P., Wu, Y.-T., Chang, Y.-Y., Chien, H.-M., & Mou, T.-Y. (2020) · The Asia-Pacific Education Researcher · doi:10.1007/s40299-019-00493-x · Cited by 34 · see citing works
Han, J., Yin, H., & Wang, J. (2018) · Higher Education · doi:10.1007/s10734-017-0223-0 · Cited by 31 · see citing works
Doo, M. Y., Zhu, M., Bonk, C. J., & Tang, Y. (2019) · British Journal of Educational Technology · doi:10.1111/bjet.12882 · Cited by 31 · see citing works
A Causal Relationship Model of Teachers' Work Engagement
Choochom, O. (2016) · The Journal of Behavioral Science · doi:10.14456/ijbs.2016.17 · Cited by 24 · see citing works
Strategic directions in the what and how of learning and teaching innovation—a fifty-year synopsis
Ellis, R. A. (2022) · Higher Education · doi:10.1007/s10734-022-00945-2 · Cited by 23 · see citing works
Teachers’ adoption of technology innovation into pedagogical practices
Lei, J., & Morrow, B. (2009) · Education and Information Technologies · doi:10.1007/s10639-009-9101-4 · Cited by 20 · see citing works
Stam, M., Miedema, W., Onstenk, J. H. A. M., Wardekker, W. L., & Dam, G. T. M. T. (2013) · International Journal of Qualitative Studies in Education · doi:10.1080/09518398.2012.758789 · Cited by 16 · see citing works
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Bai, X., & Hsieh, T.-S. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1834827
“These results align with prior research (Huang et al., 2025; Lin and Chang, 2022; Wang et al., 2023).”
- Authors
- Huang, Y., Huang, B., & Yang, Z.
- Affiliations
- Xiamen University (CN)
- China Agricultural University (CN)
- Corresponding author
- Yang, Zi
- ORCID
- Venue
- Higher Education
- Published
- 2025-08-30
- Volume
- 92
- Issue
- 1
- Pages
- 169-187
- ISSN
- 0018-1560 (ISSN-L)
- 1573-174X
- OpenAlex
- W4413851202
- Cited by
- 7
- References
- 47
- Citations by year
- 2026: 7
- FWCI
- 7.34
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Higher Education (publishedVersion)
- Funders
- National Social Science Fund of China (CIA230316)
- Topics
- Physical Sciences › Computer Science › Information Systems › Educational Innovations and Challenges
- Social Sciences › Education › Evaluation of Teaching Practices
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Job Satisfaction and Organizational Behavior
- Keywords
- educational innovation, job demands-resources model, electronic resources, teacher self-efficacy, university faculty, digitalization of education, moderated mediation, China
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