Employee Job Crafting Mechanism Driven by Generative Artificial Intelligence
DOI:
https://doi.org/10.54097/wa67dk08Keywords:
Artificial Intelligence, Generative Artificial Intelligence, Job CraftingAbstract
As the core driving force of the fourth industrial revolution, the new generation of generative artificial intelligence represented by ChatGPT has ' destructively ' entered the workplace and changed the way employees work. It is of practical significance to explore the content and form of its impact on job crafting. Based on the job demand resource model, this study constructs a theoretical framework for the impact of workplace big language model application on job crafting. The study finds that generative artificial intelligence can trigger employee-driven job crafting by improving employee self-efficacy, and increase employee insecurity to trigger employee defensive job crafting. The results of this study broaden the relevant research in the field of generative artificial intelligence and employee job crafting, and look forward to the future research direction on the basis of the limitations and shortcomings of the current model.
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[1] Yang Zengmao, Wang Changfeng, Yang Hongjun. The impact of artificial intelligence anthropomorphism on customers' willingness to continue to use-based on the mediating role of psychological distance [J]. Financial Review, 2023, (8): 81-90.
[2] Mikalef P., Islam N., Parida V., et al. Artificial Intelligence (AI) Competencies for Organizational Performance: A B2B Marketing Capabilities Perspective [J]. Journal of Business Research, 2023, 164: 113998.
[3] Liu Yunshuo, Liu Yuanyuan, Zhang Fan, etc. Threat or challenge: the double-edged sword effect of AI use on employees ' innovation performance [J]. Financial Review, 2024, (09): 91-102.
[4] Gao Zhonghua, Xu Yan. Employee job crafting mechanism driven by big language model [J]. Journal of Beijing University of Posts and Telecommunications (Social Science Edition), 2024, 26 (02): 1-11.
[5] Cheng B., Lin H., Kong Y. Challenge or Hindrance? How and When Organizational Artificial Intelligence Adoption Influences Employee Job Crafting [J]. Journal of Business Research, 2023, 164: 113987.
[6] Cai Wen, Yu Xiaohua. Active change or passive reaction? Research on the impact of AI assistant intelligence on employee job crafting [J]. Soft science, 1-10 [2024-11-12].
[7] Tims M, Bakker B A, Derks D .Development and validation of the job crafting scale [J]. Journal of Vocational Behavior, 2011, 80(1):173-186.
[8] Chen Zhijun, Ji Shunhong, Zhang Huihua. An active attempt to improve organizational performance from the bottom up: job crafting from a dynamic process perspective [J]. Advances in Psychological Science, 2023, 31 (10): 1814-1827.
[9] Wrzesniewski A, Dutton J E. Crafting a job: Revisioning employees as active crafters of their work [J]. The Academy of Management Review, 2001, 26(2):179-201.
[10] Tims M, Bakker A B. Job crafting: Towards a new model of individual job redesign [J]. SA Journal of Industrial Psychology, 2010, 36(2): 1-9.
[11] Bruning P F, Campion M A. A role–resource approach–avoidance model of job crafting: A multimethod integration and extension of job crafting theory [J]. Academy of Management Journal, 2018, 61(2): 499-522.
[12] Bindl U K, Unsworth K L, Gibson C B, et al. Job crafting revisited: Implications of an extended framework for active changes at work [J]. Journal of Applied Psychology, 2019, 104(5):605-628.
[13] Lichtenthaler P. W., Fischbach A. A Meta-Analysis on Promotion- and Prevention-Focused Job Crafting [J]. European Journal of Work and Organizational Psychology, 2019, 28(1): 30–50.
[14] Shi Yanwei, Xie Julan, Wang Yanni, et al. Digital job crafting and its role in promoting job performance: Based on the perspective of person-task-technology fit [J]. Psychological Science Progress, 2023, 31 (07): 1133-1145.
[15] Bakker A B, Tims M, Derks D. Proactive personality and job performance: The role of job crafting and work engagement [J]. Human Relations, 2012, 65(10): 1359-78.
[16] Rudolph C W, Katz I M, Lavigne K N, et al. Job crafting:A meta-analysis of relationships with individual differences, job characteristics, and work outcomes [J]. Journal of Vocational Behavior, 2017, 102(10):112-138.
[17] Chen Jianan, Cheng Shuang, Chen Rui. The dual-core drive of consistent culture and achievement motivation on self-directed job crafting behavior-an empirical study based on self-regulation theory [J]. Management Review, 2020, 32 (11): 170-183.
[18] Zhang Min, Lin Feng. The impact of challenging stressors on employees' job crafting: the mediating effect of self-efficacy and promotion focus [J]. Western Economic Management Forum, 2021,32 (02): 81-90.
[19] Liu Shuzhen, Ye Long, Guo Ming. How does job insecurity become a driving force for innovative behavior-Research based on stress cognitive evaluation theory [J]. Economic management, 2019, 41 (11): 126-140.
[20] Leana C, Appelbaum E, Shevchuk I. Work process and quality of care in early childhood education: the role of job crafting [J]. Academy of Management Journal, 2009, 52(6): 1169-1192.
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