{"title":"人工智能信任对职业可持续性的影响:员工-人工智能协作和多样化职业导向的作用","authors":"Haiyan Kong , Zihan Yin , Yehuda Baruch , Yue Yuan","doi":"10.1016/j.jvb.2023.103928","DOIUrl":null,"url":null,"abstract":"<div><p>Drawing upon person–environment fit theory and the importance of employees' career sustainability in Artificial Intelligence (AI) integration within organizations, we propose a moderated mediation model to test how and when AI trust is linked to employees' career sustainability. This mechanism posits employee–AI collaboration as a mediator and employees' protean career orientation as a moderator. Two studies were conducted to test the hypothesized model. In Study 1, a 5-item measure was developed to evaluate employee–AI collaboration and tested with a sample of employees working with AI technology. In Study 2, multisource and two-wave data were collected to analyze 447 employee–supervisor dyads. The results indicated that AI trust was positively related to employee-rated well-being and supervisor-rated employee productivity via employee–AI collaboration. In addition, the relationship between AI trust and employee–AI collaboration was stronger for employees with high protean career orientation. We concluded with a discussion of the theoretical contributions and practical implications.</p></div>","PeriodicalId":51344,"journal":{"name":"Journal of Vocational Behavior","volume":null,"pages":null},"PeriodicalIF":5.2000,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"The impact of trust in AI on career sustainability: The role of employee–AI collaboration and protean career orientation\",\"authors\":\"Haiyan Kong , Zihan Yin , Yehuda Baruch , Yue Yuan\",\"doi\":\"10.1016/j.jvb.2023.103928\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Drawing upon person–environment fit theory and the importance of employees' career sustainability in Artificial Intelligence (AI) integration within organizations, we propose a moderated mediation model to test how and when AI trust is linked to employees' career sustainability. This mechanism posits employee–AI collaboration as a mediator and employees' protean career orientation as a moderator. Two studies were conducted to test the hypothesized model. In Study 1, a 5-item measure was developed to evaluate employee–AI collaboration and tested with a sample of employees working with AI technology. In Study 2, multisource and two-wave data were collected to analyze 447 employee–supervisor dyads. The results indicated that AI trust was positively related to employee-rated well-being and supervisor-rated employee productivity via employee–AI collaboration. In addition, the relationship between AI trust and employee–AI collaboration was stronger for employees with high protean career orientation. We concluded with a discussion of the theoretical contributions and practical implications.</p></div>\",\"PeriodicalId\":51344,\"journal\":{\"name\":\"Journal of Vocational Behavior\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":5.2000,\"publicationDate\":\"2023-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Vocational Behavior\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S000187912300088X\",\"RegionNum\":1,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHOLOGY, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Vocational Behavior","FirstCategoryId":"102","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S000187912300088X","RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, APPLIED","Score":null,"Total":0}
The impact of trust in AI on career sustainability: The role of employee–AI collaboration and protean career orientation
Drawing upon person–environment fit theory and the importance of employees' career sustainability in Artificial Intelligence (AI) integration within organizations, we propose a moderated mediation model to test how and when AI trust is linked to employees' career sustainability. This mechanism posits employee–AI collaboration as a mediator and employees' protean career orientation as a moderator. Two studies were conducted to test the hypothesized model. In Study 1, a 5-item measure was developed to evaluate employee–AI collaboration and tested with a sample of employees working with AI technology. In Study 2, multisource and two-wave data were collected to analyze 447 employee–supervisor dyads. The results indicated that AI trust was positively related to employee-rated well-being and supervisor-rated employee productivity via employee–AI collaboration. In addition, the relationship between AI trust and employee–AI collaboration was stronger for employees with high protean career orientation. We concluded with a discussion of the theoretical contributions and practical implications.
期刊介绍:
The Journal of Vocational Behavior publishes original empirical and theoretical articles offering unique insights into the realms of career choice, career development, and work adjustment across the lifespan. These contributions are not only valuable for academic exploration but also find applications in counseling and career development programs across diverse sectors such as colleges, universities, business, industry, government, and the military.
The primary focus of the journal centers on individual decision-making regarding work and careers, prioritizing investigations into personal career choices rather than organizational or employer-level variables. Example topics encompass a broad range, from initial career choices (e.g., choice of major, initial work or organization selection, organizational attraction) to the development of a career, work transitions, work-family management, and attitudes within the workplace (such as work commitment, multiple role management, and turnover).