技术冲击意识对员工创新行为影响研究——一个有调节的并行中介模型
Research on the Impact of Technological Shock Awareness on Employees’ Innovation Behavior—A Moderated Parallel Mediation Model
摘要: 在数字化转型浪潮和全球化竞争加剧的背景下,人工智能技术的合理运用愈发成为企业推动创新和塑造未来竞争力的关键动力。研究旨在探讨技术冲击意识对员工创新行为的影响机制,并考察目标导向在其中的调节作用。通过问卷调查的方式,收集了298份有效样本数据进行实证分析。研究结果不仅揭示了技术冲击意识对员工创新行为的影响机制,也为数字化时代下企业如何通过管理实践来缓解人工智能技术的负面影响,激发员工创新活力提供了新的视角和实践指导。
Abstract: In the context of the digital transformation wave and the intensification of global competition, the rational application of artificial intelligence technology has increasingly become the key driving force for enterprises to promote innovation and shape future competitiveness. This study aims to explore the mechanism of the impact of technological shock awareness on employee innovation behavior and examine the moderating role of goal orientation. This study collected 298 valid sample data through questionnaire surveys for empirical analysis. This study not only reveals the mechanism of the impact of technological shock awareness on employee innovation behavior, but also provides a new perspective and practical guidance for enterprises in the digital era on how to alleviate the negative impacts of artificial intelligence technology through management practices and stimulate employees’ innovation vitality.
文章引用:袁龙. 技术冲击意识对员工创新行为影响研究——一个有调节的并行中介模型[J]. 商业全球化, 2026, 14(2): 142-156. https://doi.org/10.12677/bglo.2026.142016

参考文献

[1] Brougham, D. and Haar, J. (2018) Smart Technology, Artificial Intelligence, Robotics, and Algorithms (STARA): Employees’ Perceptions of Our Future Workplace. Journal of Management & Organization, 24, 239-257. [Google Scholar] [CrossRef
[2] Liang, X., Guo, G., Shu, L., Gong, Q. and Luo, P. (2022) Investigating the Double-Edged Sword Effect of AI Awareness on Employee’s Service Innovative Behavior. Tourism Management, 92, Article ID: 104564. [Google Scholar] [CrossRef
[3] Lingmont, D.N.J. and Alexiou, A. (2020) The Contingent Effect of Job Automating Technology Awareness on Perceived Job Insecurity: Exploring the Moderating Role of Organizational Culture. Technological Forecasting and Social Change, 161, Article ID: 120302. [Google Scholar] [CrossRef
[4] Ding, L. (2021) Employees’ Challenge-Hindrance Appraisals toward STARA Awareness and Competitive Productivity: A Micro-Level Case. International Journal of Contemporary Hospitality Management, 33, 2950-2969. [Google Scholar] [CrossRef
[5] 徐广路, 王皓天. 人工智能冲击意识对员工职业满意度的影响: 工作压力和目标导向的作用[J]. 中国人力资源开发, 2023, 40(7): 15-33.
[6] Presbitero, A. and Teng-Calleja, M. (2022) Job Attitudes and Career Behaviors Relating to Employees’ Perceived Incorporation of Artificial Intelligence in the Workplace: A Career Self-Management Perspective. Personnel Review, 52, 1169-1187. [Google Scholar] [CrossRef
[7] 朱晓妹, 王森, 何勤. 人工智能嵌入视域下岗位技能要求对员工工作旺盛感的影响研究[J]. 外国经济与管理, 2021, 43(11): 15-25.
[8] 盛晓娟, 郭辉, 何勤. 人工智能技术运用何以提高员工任务绩效? [J]. 北京联合大学学报(人文社会科学版), 2022, 20(4): 85-94.
[9] Scott, S.G. and Bruce, R.A. (1994) Determinants of Innovative Behavior: A Path Model of Individual Innovation in the Workplace. Academy of Management Journal, 37, 580-607. [Google Scholar] [CrossRef
[10] Maslow, A.H. (1942) The Dynamics of Psychological Security-Insecurity. Journal of Personality, 10, 331-344. [Google Scholar] [CrossRef
[11] Kahn, W.A. (1990) Psychological Conditions of Personal Engagement and Disengagement at Work. Academy of Management Journal, 33, 692-724. [Google Scholar] [CrossRef
[12] Brown, S.P. and Leigh, T.W. (1996) A New Look at Psychological Climate and Its Relationship to Job Involvement, Effort, and Performance. Journal of Applied Psychology, 81, 358-368. [Google Scholar] [CrossRef] [PubMed]
[13] Hackman, J.R. and Oldham, G.R. (1975) Development of the Job Diagnostic Survey. Journal of Applied Psychology, 60, 159-170. [Google Scholar] [CrossRef
[14] Spreitzer, G.M. (1995) Psychological, Empowerment in the Workplace: Dimensions, Measurement and Validation. Academy of Management Journal, 38, 1442-1465. [Google Scholar] [CrossRef
[15] Dweck, C.S. (1986) Motivational Processes Affecting Learning. American Psychologist, 41, 1040-1048. [Google Scholar] [CrossRef
[16] Vandewalle, D. (1997) Development and Validation of a Work Domain Goal Orientation Instrument. Educational and Psychological Measurement, 57, 995-1015. [Google Scholar] [CrossRef
[17] Hobfoll, S.E., Freedy, J., Lane, C. and Geller, P. (1990) Conservation of Social Resources: Social Support Resource Theory. Journal of Social and Personal Relationships, 7, 465-478. [Google Scholar] [CrossRef
[18] Hobfoll, S.E. (1989) Conservation of Resources: A New Attempt at Conceptualizing Stress. American Psychologist, 44, 513-524. [Google Scholar] [CrossRef
[19] Hobfoll, S.E., Halbesleben, J., Neveu, J. and Westman, M. (2018) Conservation of Resources in the Organizational Context: The Reality of Resources and Their Consequences. Annual Review of Organizational Psychology and Organizational Behavior, 5, 103-128. [Google Scholar] [CrossRef
[20] Hobfoll, S.E. (2001) The Influence of Culture, Community, and the Nested‐Self in the Stress Process: Advancing Conservation of Resources Theory. Applied Psychology, 50, 337-421. [Google Scholar] [CrossRef
[21] 谢小云, 左玉涵, 胡琼晶. 数字化时代的人力资源管理: 基于人与技术交互的视角[J]. 管理世界, 2021, 37(1): 200-216+13.
[22] Yu, L., Duffy, M.K. and Tepper, B.J. (2018) Consequences of Downward Envy: A Model of Self-Esteem Threat, Abusive Supervision, and Supervisory Leader Self-Improvement. Academy of Management Journal, 61, 2296-2318. [Google Scholar] [CrossRef
[23] 罗文豪, 霍伟伟, 赵宜萱, 等. 人工智能驱动的组织与人力资源管理变革: 实践洞察与研究方向[J]. 中国人力资源开发, 2022, 39(1): 4-16.
[24] 郭秋云, 李南, 谢嗣胜. 前摄型人格对员工工作形塑行为的影响——员工心理安全感知与组织冗余资源的调节作用[J]. 技术经济, 2017, 36(9): 68-75.
[25] 李艳妮, 王舒丹, 刘羿. 损失情境下创业者资源保存启发式与资源演化机理[J]. 心理科学进展, 2024, 32(4): 568-578.
[26] Hood, A.C., Bachrach, D.G., Zivnuska, S. and Bendoly, E. (2016) Mediating Effects of Psychological Safety in the Relationship between Team Affectivity and Transactive Memory Systems. Journal of Organizational Behavior, 37, 416-435. [Google Scholar] [CrossRef
[27] Carmeli, A., Gelbard, R. and Reiter‐Palmon, R. (2013) Leadership, Creative Problem‐Solving Capacity, and Creative Performance: The Importance of Knowledge Sharing. Human Resource Management, 52, 95-121. [Google Scholar] [CrossRef
[28] 屠兴勇, 张怡萍, 刘雷洁, 等. 心理安全感如何提升员工创造性问题解决能力? 被调节的中介作用模型检验[J]. 管理评论, 2022, 34(8): 168-179.
[29] Breaugh, J.A. (1985) The Measurement of Work Autonomy. Human Relations, 38, 551-570. [Google Scholar] [CrossRef
[30] Liu, C., E. Spector, P. and M. Jex, S. (2005) The Relation of Job Control with Job Strains: A Comparison of Multiple Data Sources. Journal of Occupational and Organizational Psychology, 78, 325-336. [Google Scholar] [CrossRef
[31] Aulawi, H., Sudirman, I., Suryadi, K. and Govindaraju, R. (2009) Knowledge Sharing Behavior, Antecedent and Their Impact on the Individual Innovation Capability. Journal of Applied Sciences Research, 5, 2238-2246.
[32] Chai, J., Zhao, G. and Babin, B.J. (2012) An Empirical Study on the Impact of Two Types of Goal Orientation and Salesperson Perceived Obsolescence on Adaptive Selling. Journal of Personal Selling & Sales Management, 32, 261-273. [Google Scholar] [CrossRef
[33] 张恒, 高中华, 李慧玲. 增益还是损耗: 人工智能技术应用对员工创新行为的“双刃剑”效应[J]. 科技进步与对策, 2023, 40(18): 1-11.
[34] Mukhlis, M., Suwandi, S., Rohmadi, M. and Setiawan, B. (2023) Higher Order Thinking Skills in Reading Literacy Questions at Vocational High Schools in Indonesia. International Journal of Language Education, 7, 615-632. [Google Scholar] [CrossRef
[35] van Dorssen-Boog, P., de Jong, J., Veld, M. and Van Vuuren, T. (2020) Self-Leadership among Healthcare Workers: A Mediator for the Effects of Job Autonomy on Work Engagement and Health. Frontiers in Psychology, 11, Article No. 1420. [Google Scholar] [CrossRef] [PubMed]
[36] Smith, J. (2015) Project-Based Learning in the 21st Century: Skills for the Future. Routledge.
[37] 邹勇, 周艳榕, 黄启新. 人工智能技术冲击下的员工主动学习行为[J]. 科技管理研究, 2023, 43(17): 180-187.
[38] Duffy, R.D., Autin, K.L. and Douglass, R.P. (2015) Examining How Aspects of Vocational Privilege Relate to Living a Calling. The Journal of Positive Psychology, 11, 416-427. [Google Scholar] [CrossRef