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随着人工智能(AI)技术在企业中的深度应用,领导者如何通过AI符号化实践传递技术价值观并激发员工创新行为,成为组织管理中的重要议题。基于社会学习理论与社会信息加工理论,文章构建了一个有调节的双中介模型,系统探讨领导者AI符号化对员工即兴创作的作用机制及其边界条件。通过对313份有效问卷数据进行回归分析,研究发现:领导者AI符号化显著正向影响员工即兴创作行为;创造力自我效能感在其中发挥正向中介作用,而工作不安全感则起负向中介作用;此外,组织的数字化水平不仅正向调节AI符号化对即兴创作的直接作用,还增强了创造力自我效能感的间接效应。文章丰富了技术外显化与员工创新行为之间关系的理论理解,并为企业在AI时代通过技术赋能促进员工创造力提供了实践参考。
Abstract:With the deep integration of artificial intelligence( AI) technologies into enterprises, how leaders convey AI-related values through symbolic practices and stimulate employees' innovative behaviors has become a critical issue in organizational management. Drawing on social learning theory and social information processing theory, this study develops a moderated dualmediation model to explore the mechanisms and boundary conditions of the influence of leaders' AI symbolization on employee improvisation. Based on regression analysis of 313 valid survey responses, the results show that leaders' AI symbolization has a significantly positive effect on employee improvisation. Creative self-efficacy serves as a positive mediator, whereas job insecurity acts as a negative mediator. Moreover, the level of organizational digitalization not only positively moderates the direct relationship between AI symbolization and improvisation but also strengthens the indirect effect of creative self-efficacy. This study enriches the theoretical understanding of the relationship between technological externalization and employee innovation and provides practical implications for leveraging AI-driven symbolic leadership to promote employee creativity in the digital era.
[1]He G H,Liu P,Zhang X N,et al.Being proactive in the age of AI:exploring the effectiveness of leaders' AI symbolization in stimulating employee job crafting [J].Management Decision,2023,61(10):2896-2919.
[2]洪贝尔,毛江华,郭紫俊,等.领导的AI时尚:AI符号化与领导效能[J].外国经济与管理,2024(10):121-134.
[3]Magni M,Proserpio L,Hoegl M,et al.The role of team behavioral integration and cohesion in shaping induvidual improvisation [J].Research Policy,2009,38(6):1044-1053.
[4]Moorman C,Miner A.The convergence between planning and execution:improvisation in new product development [J].Journal of Marketing,1998,62(3):1-20.
[5]李海东,林志扬.员工即兴发挥行为的前因变量研究[J].江西财经大学学报,2013(3):25-36.
[6]郭东杰,吴明烨.数字技术应用如何影响工作不安全感[J].社会科学战线,2024(9):106-118.
[7]Liu S M,Cheng P F.The double-edged sword effect of artificial intelligence awareness among hotel employees [J].International Journal of Contemporary Hospitality Management,2025,37(3):997-1015.
[8]Vera D,Crossan M.Improvisation and innovative performance in teams [J].Organization Science,2005,16(3):203-224.
[9]傅金娣,孙元,胡峰.企业数字化社交技术使用如何赋能员工即兴能力?——基于交互记忆的视角[J].管理世界,2025(1):168-189.
[10]张雪,杨向荣.符号化:空间媒介视阈下的城市形象建构[J].湖南科技大学学报(社会科学版),2023(1):156-163.
[11]Larson L,DeChurch L A.Leading teams in the digital age:four perspectives on technology and what they mean for leading teams [J].The Leadership Quarterly,2020,31(1):101377.
[12]何芳,王成.我国创业型企业家长式领导对员工创新行为的影响——以领导—成员交换关系为中介机制[J].经济研究导刊,2024(21):129-132.
[13]陈晓暾,李崯,鹿祎璇.变革型领导对员工越轨创新行为的影响——基于中国管理情境的实证分析[J].华东经济管理,2022(9):45-54.
[14]秦迎林,林忠,乔梦琪.包容型领导对员工创新工作行为的影响:基于动机和特质的双重调节视角[J].科技管理研究,2024(20):122-131.
[15]马雪婷,袁世敏,高鑫.交易型领导风格对团队创新绩效的影响机制——基于链式中介效应的实证研究[J].内蒙古科技与经济,2024(11):50-54,64.
[16]马喜芳,钟根元,芮正云.变革型领导与交易型领导——创业敌对情境下员工心理授权与创造力的比较研究[J].软科学,2024(9):125-132.
[17]林新奇,栾宇翔,赵锴,等.领导风格与员工创新绩效关系的元分析:基于自我决定视角[J].心理科学进展,2022(4):781-801.
[18]乌吉斯古楞,王晰巍,王楠阿雪.智能推荐算法作用下重大突发事件群体信息从众行为研究——基于社会学习理论视角[J].图书情报工作,2024(20):87-103.
[19]Newman A,Herman H M,Schwarz G,et al.The effects of employees' creative self-efficacy on innovative behavior:the role of entrepreneurial leadership [J].Journal of Business Research,2018,89:1-9.
[20]欧阳晨慧,马志强,朱永跃.工作场所数字化对员工创新行为的影响:一个被调节的中介模型[J].科技进步与对策,2023(9):129-139.
[21]丁道韧,陈万明.自我效能感对个体即兴作用机制研究——基于个体结果期望的中介作用及组织支持的调节作用[J].预测,2017(1):21-27.
[22]Sun L Q,Huang C R,Wu Z F,et al.How does humble leadership influence employee improvisation?A motivational perspective [J].Humanities and Social Sciences Communications,2023,10(1):1-11.
[23]Boumpouri M,Galanakis M.Efficiency of managers as role models:a social learning theory perspective [J].Psychology,2022,12(12):933-938.
[24]Hu C J,Mohi Ud Din Q,Tahir A.Artificial intelligence symbolic leadership in small and medium-sized enterprises:enhancing employee flexibility and technology adoption [J].Systems,2025,13(4).DOI:10.3390/systems13040216.
[25]Cai W,Lysova E I,Khapova S N,et al.Does entrepreneurial leadership foster creativity among employees and teams?The mediating role of creative efficacy beliefs [J].Journal of Business and Psychology,2019,34(2):203-217.
[26]刘龙均,龙静,柳汝泓,等.创造力自我效能感及心理安全感组合对员工越轨创新行为的影响机制研究[J].管理评论,2024(4):75-87.
[27]Oh S,Pyo J.Creative self-efficacy,cognitive reappraisal,positive affect,and career satisfaction:a serial mediation model [J].Behavioral Sciences,2023,13(11).DOI:10.3390/bs13110890.
[28]Paulsen N,Callan V J,Grice T A,et al.Job uncertainty and personal control during downsizing:a comparison of survivors and victims [J].Human Relations,2005,58(4):463-496.
[29]高记,郝佳新,许长勇.工作不安全感对员工建言行为的影响[J].科技促进发展,2021(9):1746-1752.
[30]王艳子,朱湘玲.调节焦点对员工建设性越轨行为的影响机制[J].外国经济与管理,2021(4):50-63.
[31]杜鹏程,翟守群,陈云.数字时代领导跨界行为对员工韧性的影响研究——基于认知与能力视角[J].科技进步与对策,2025(8):128-137.
[32]Bindel Sibassaha J L,Pea-Assounga J B B,Bambi P D R.Influence of digital transformation on employee innovative behavior:roles of challenging appraisal,organizational culture support,and transformational leadership style [J].Frontiers in Psychology,2025,16.DOI:10.3389/fpsyg.2025.1532977.
[33]Nambisan S.Digital entrepreneurship:toward a digital technology perspective of entrepreneurship [J].Entrepreneurship Theory and Practice,2017,41(6):1029-1055.
[34]Marler J H,Boudreau J W.An evidence-based review of HR analytics [J].The International Journal of Human Resource Management,2017,28(1):3-26.
[35]Carmeli A,Schaubroeck J.The influence of leaders' and other referents' normative expectations on individual involvement in creative work [J].The Leadership Quarterly,2007,18(1):35-48.
[36]Miller K I,Monge P R.Social information and employee anxiety about organizational change [J].Human Communication Research,1985,11(3):365-386.
[37]林俐,朱晶晶.生成式人工智能使用的前因及其对工作绩效的影响:数字化工作重塑视角[J].中国人力资源开发,2025(2):57-78.
[38]Parker S K,Grote G.Automation,algorithms,and beyond:why work design matters more than ever in a digital world [J].Applied Psychology,2022,71(4):1171-1204.
[39]Pereira V,Hadjielias E,Christofi M,et al.A systematic literature review on the impact of artificial intelligence on workplace outcomes:a multi-process perspective [J].Human Resource Management Review,2023,33(1):100857.
[40]Eller R,Alford P,Kalmunzer A,et al.Antecedents,consequences,and challenges of small and medium-sized enterprise digitalization [J].Journal of Business Research,2020,112:119-127.
[41]Hellgren J,Sverke M,Isaksson K.A two-dimensional approach to job insecurity:consequences for employee attitudes and well-being [J].European Journal of Work and Organizational Psychology,1999,8(2):179-195.
[42]Gibbs M,Mengel F,Siemroth C.Employee innovation during office work,work from home and hybrid work [J].Scientific Reports,2024,14(1):17117.
[43]Liu D,Gong Y P,Zhou J,et al.Human resource systems,employee creativity,and firm innovation:the moderating role of firm ownership [J].Academy of Management Journal,2017,60(3):1164-1188.
[44]Shoss M K,Jiang L,Probst T M.Bending without breaking:a two-study examination of employee resilience in the face of job insecurity [J].Journal of Occupational Health Psychology,2018,23(1):112-126.
[45]程春,孙锐.数字化转型对双元创新协同的影响——基于资源编排的链式双中介视角[J].企业经济,2025(2):47-58.
(1)艾媒咨询.2023年中国AI数字人产业研究报告,https://roll.sohu.com/a/734896211_120536144。
基本信息:
DOI:10.14134/j.cnki.cn33-1336/f.2026.04.006
中图分类号:F272.92;TP18
引用信息:
[1]刘生敏,杜佩佳,邱添.领导者人工智能符号化对员工即兴创作的影响过程研究[J].商业经济与管理,2026,No.414(04):83-96.DOI:10.14134/j.cnki.cn33-1336/f.2026.04.006.
基金信息:
国家自然科学基金重点项目“人工智能时代的商业模式演化理论和实践研究”(72432007)
2025-11-04
2025
2025-12-10
2026-06-03
2026
1
2026-04-15
2026-04-15