PBESProceedings of Business and Economic Studies2209-26412209-265XBio-Byword Scientific Publishing Pty. Ltd.10.26689/pbes.v7i4.8056ArticleIntelligent Manufacturing Engineers’ Knowledge Transfer and Innovation Capability: From the Perspective of Big Data Acceptance Attitudehttps://artdesignp.com/journal/PBES/7/4/10.26689/pbes.v7i4.8056XiaoYan2024742024-08-26In the face of intelligent manufacturing (or smart manufacturing) human resource shortage, the training of industrial engineers in the field of intelligent manufacturing is of great significance. In academia, the positive link between learning transfer and knowledge innovation is recognized by most scholars, while the learner’s attitude toward big data decision-making, as a cognitive perception, affects learning transfer from the learner’s experienced engineering paradigm to the intelligent manufacturing paradigm. Thus, learning transfer can be regarded as a result of the learner’s attitude, and it becomes the intermediary state between their attitude and knowledge innovation. This paper reviews prior research on knowledge transfer and develops hypotheses on the relationships between learner acceptance attitude, knowledge transfer, and knowledge innovation.

Mingyue Talk, 2024, Artificial Intelligence will affect 60% of Jobs in the United States and Exacerbate Global Inequality. NetEase, viewed by June 10, 2024. https://www.163.com/dy/article/IOJU8BS405566C07.html

Mou L, Tai D, 2019, Research on the Construction of Intelligent Manufacturing Talent Team under the Background of Manufacturing Power: A Case Study of Chongqing City. Modern Science, 12: 52–57.

Ji H, Ling H, 2013, A Review of Research on Learning Transfer Ability, thesis, Journal of Yangzhou University.

Ausubel DP, 1969, Educational Psychology: A Cognitive View. Rinehart and Winston, New York.

Qi B, 2007, Research on Strategies to Promote Learning Transfer in Teaching. Modern Education Science, 2007: 11–12.

DePalma MJ, Ringer JM, 2011, Toward a Theory of Adaptive Transfer: Expanding Disciplinary Discussions of “Transfer” in Second-Language Writing and Composition Studies. Journal of Second Language Writing, 20: 134–147. https://doi.org/10.1016/j.jslw.2011.02.003

Olivera F, Straus SG, 2004, Group-to-Individual Transfer of Learning: Cognitive and Social Factors. Small Group Research, 35: 440–465. https://doi.org/10.1177/1046496404263765

Bruce R, Levett-Jones T, Courtney-Pratt H, 2019, Transfer of Learning From University-Based Simulation Experiences to Nursing Students’ Future Clinical Practice: An Exploratory Study. Clinical Simulation in Nursing, 35: 17–24. https://doi.org/10.1016/j.ecns.2019.06.003

Bohner G, Wanke M, 2014, Attitudes and Attitude Change. Psychology Press, London.

Fishbein M, Ajzen I, 2011, Predicting and Changing Behavior: The Reasoned Action Approach. Psychology Press, New York.

Shen J, Tang C, 2018, How Does Training Improve Customer Service Quality? The Roles of Transfer of Training and Job Satisfaction. European Management Journal, 36(6): 708–716.

Martins LB, Zerbini T, Medina FJ, 2019, Impact of Online Training on Behavioral Transfer and Job Performance in a Large Organization. Revista de Psicología del Trabajo y de las Organizaciones, 35(1): 27–37.

Facteau JD, Dobbins GH, Russell JE, et al., 1995, The Influence of General Perceptions of the Training Environment on Pretraining Motivation and Perceived Training Transfer. Journal of Management, 21(1): 1–25.

Cheng EW, 2016, Maintaining the Transfer of In-Service Teachers’ Training in the Workplace. Educational Psychology, 36(3): 444–460.

Diab DL, Pui SY, Yankelevich M, et al., 2011, Lay Perceptions of Selection Decision Aids in US and Non-US Samples. International Journal of Selection and Assessment, 19(2): 209–216.

Eastwood J, Snook B, Luther K, 2012, What People Want from Their Professionals: Attitudes Toward Decision-Making Strategies. Journal of Behavioral Decision Making, 25(5): 458–468.

Fildes R, Goodwin P, 2007, Against your Better Judgment? How Organizations can Improve their Use of Management Judgment in Forecasting. Interfaces, 37(6): 570–576.

Zhang H, Li X, Liu M, 2022, The Influence Mechanism of Knowledge Heterogeneity of Venture Capital Syndication on Innovation Performance of Entrepreneurial Firms: Evidence from China. Complexity, 2022(1): 8130688.

Lyytinen K, Yoo Y, Boland Jr. RJ, 2016, Digital Product Innovation within Four Classes of Innovation Networks. Information Systems Journal, 26(1): 47–75.

Mention AL, 2011, Co-Operation and Co-Opetition as Open Innovation Practices in the Service Sector: Which Influence on Innovation Novelty? Technovation, 31(1): 44–53.

Chen CS, Liu CH, 2012, Impact of Network Position and Knowledge Diversity on Knowledge Creation: The Empirical Setting of Research Communities. Canadian Journal of Administrative Sciences, 29(4): 297–309.

Nagano H, 2020, The Impact of Knowledge Diversity: Integrating Two Economic Perspectives through the Dynamic Capability Approach. Managerial and Decision Economics, 41(6): 1057–1070.