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“Anything you can do, I can do”: Examining the use of ChatGPT in situational judgement tests for professional program admission "你能做到的,我都能做到":考察 ChatGPT 在专业课程入学情景判断测试中的应用
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-06-24 DOI: 10.1016/j.jvb.2024.104013
Harley Harwood , Nicolas Roulin , Muhammad Zafar Iqbal

We explored the transformative impact of ChatGPT on applicants' responses and performance in situational judgement tests (SJTs), as well as the role played by faking-prevention mechanisms, in two complementary studies. Study 1 examined how the availability of ChatGPT influenced response content and performance of real applicants (N = 107,805), who completed an SJT for admission before vs. after the release of the technology. We found only small differences in content (e.g., slightly less “authentic” words used) and performance (slight score improvements when controlling for response length, no differences otherwise). In Study 2, we used an experimental approach with (N = 138) Prolific participants completing a mock SJT, while being instructed to use ChatGPT when responding (vs. use online resources or no resources). We found only slightly higher SJT scores for the ChatGPT users, but no difference in response content. Additionally, GPTZero (i.e., a popular AI detection tool) struggled to detect ChatGPT content, and generated many false positives, in both studies. This research advances our understanding of how the release and popularization of ChatGPT can influence applicant behaviors. Given the “arms race” nature of applicant selection, they also highlight the importance of designing assessments to prevent or limit faking. Yet, the ever-evolving nature of AI calls for continuous research on the topic.

我们在两项互补研究中探讨了 ChatGPT 对申请人在情境判断测试(SJT)中的反应和表现所产生的变革性影响,以及防伪机制所发挥的作用。研究 1 考察了 ChatGPT 的可用性如何影响真实申请者(N=107,805)的回答内容和表现,这些申请者在该技术发布之前和之后完成了入学 SJT。我们发现,两者在内容(如使用的 "真实 "词语略少)和成绩(在控制答题长度的情况下,得分略有提高,其他方面没有差异)上只有微小差异。在研究 2 中,我们采用了一种实验方法,让 Prolific 参与者(N = 138)完成模拟 SJT,同时指导他们在作答时使用 ChatGPT(与使用在线资源或不使用资源相比)。我们发现,ChatGPT 用户的 SJT 分数略高,但在回答内容上没有差异。此外,在这两项研究中,GPTZero(即一种流行的人工智能检测工具)都很难检测到 ChatGPT 内容,并产生了许多误报。这项研究加深了我们对 ChatGPT 的发布和普及如何影响申请人行为的理解。鉴于申请人选拔的 "军备竞赛 "性质,这些研究还强调了设计评估以防止或限制造假的重要性。然而,人工智能不断发展的本质要求我们继续对这一课题进行研究。
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引用次数: 0
Interests of the future: An integrative review and research agenda for an automated world of work 未来的利益:自动化工作世界的综合审查和研究议程
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-06-24 DOI: 10.1016/j.jvb.2024.104012
Alexis Hanna , Christopher D. Nye , Andrew Samo , Chu Chu , Kevin A. Hoff , James Rounds , Frederick L. Oswald

Research on automation and the future of work is a major focus for both academics and practitioners due to technological changes disrupting the labor market and educational pathways. Although recent articles have published projections about the types of tasks and jobs most likely to be automated in the coming years, little attention has been devoted to how different types of vocational interests are susceptible to automation, as well as resulting changes to the match between people's interests and their jobs. In the present article, we provide an integrative review of vocational interests and automation projections within and across jobs. By standardizing and mapping projections to Holland's RIASEC interest model, we found that Investigative (scientific) and Conventional (detail-oriented) interests, including STEM interests, are most susceptible to automation, whereas Social (people-oriented) and Realistic (hands-on) interests are least susceptible. For Artistic and Enterprising interests, some creative work, decision-making, and leadership skills may be affected by automation across a range of jobs. We build on these projections to propose a future research agenda integrating interests, technology, and careers. Specifically, we identify five areas for future research, including using intentional work design to enhance interests, the role of interests in career decisions related to project-based work, changes in people's interests following automation, increased use of basic interests, and the systematic impacts of automation on different groups of people. Overall, this review highlights how vocational interests will remain an important topic with high relevance for career guidance, education, and organizations as the future of work evolves.

由于技术变革扰乱了劳动力市场和教育途径,有关自动化和未来工作的研究成为学术界和从业人员关注的焦点。虽然最近有文章发表了关于未来几年最有可能实现自动化的任务和工作类型的预测,但很少有人关注不同类型的职业兴趣如何容易受到自动化的影响,以及由此导致的人们的兴趣与工作之间的匹配变化。在本文中,我们对职业兴趣和自动化预测进行了综合评述。通过将预测标准化并映射到霍兰的 RIASEC 兴趣模型,我们发现调查(科学)和传统(注重细节)兴趣,包括 STEM 兴趣,最容易受到自动化的影响,而社交(以人为本)和现实(动手)兴趣则最不容易受到影响。就艺术和进取兴趣而言,一些创造性工作、决策和领导技能可能会受到自动化对各种工作的影响。在这些预测的基础上,我们提出了将兴趣、技术和职业结合起来的未来研究议程。具体来说,我们确定了未来研究的五个领域,包括利用有意的工作设计来提高兴趣、兴趣在与基于项目的工作相关的职业决策中的作用、自动化后人们兴趣的变化、对基本兴趣的更多利用,以及自动化对不同人群的系统性影响。总之,这篇综述强调了随着未来工作的发展,职业兴趣将如何继续成为一个对职业指导、教育和组织具有高度相关性的重要课题。
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引用次数: 0
Challenging organizational research theory and findings: A commentary on the neglected focus on vulnerable workers 挑战组织研究理论和结论:评述被忽视的对弱势工人的关注
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-06-21 DOI: 10.1016/j.jvb.2024.104010
Simon Lloyd D. Restubog , Pauline Schilpzand , Yaqing He , Brent Lyons , Catherine Midel Deen

In this commentary, we argue that studying vulnerable workers can challenge the established norms of organizational research, which mostly focuses on non-vulnerable employees. We highlight the significant differences in the experiences of vulnerable workers, which profoundly impact their professional lives, and often defy current organizational theories and research findings. Additionally, we explore how traditional beliefs in recruitment and selection, career development, organizational support, and identity management research may not apply well to vulnerable workers due to their unique challenges. We strongly advocate for a shift in the fundamental assumptions and paradigms of organizational scholarship to better accommodate and accurately represent the perspectives of this often-overlooked workforce.

在这篇评论中,我们认为研究弱势员工可以挑战组织研究的既定规范,因为组织研究大多关注非弱势员工。我们强调了弱势员工经历中的重大差异,这些差异对他们的职业生活产生了深远的影响,而且往往与当前的组织理论和研究成果背道而驰。此外,我们还探讨了招聘与选拔、职业发展、组织支持和身份管理研究中的传统观念如何因其独特的挑战而不能很好地适用于弱势员工。我们强烈主张转变组织学术研究的基本假设和范式,以更好地适应和准确地代表这支经常被忽视的员工队伍的观点。
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引用次数: 0
Well-being and empowerment perceptions in a sudden shift to working from home 突然转向在家工作的幸福感和授权感
IF 11.1 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-05-14 DOI: 10.1016/j.jvb.2024.104000
Duncan J.R. Jackson , Amanda Jones , George Michaelides , Chris Dewberry

In the literature on the antecedents and mediators of employee well-being, there is little or no acknowledgement of sudden changes in the social and environmental context in which perceptions of well-being are formed. Contextual influences are rarely so impactful and unexpected as those associated with the COVID-19 pandemic. To continue operating within lockdown restrictions, many organizations, apart from those unable or unwilling to initiate such changes, abruptly adopted a work from home (WFH) or hybrid working pattern. These circumstances raise novel questions about the influence of impactful, unanticipated contextual factors on employee well-being outcomes. To address these questions in the context of a shift to WFH, we tested a model adapted from aspects of Event Systems Theory (EST) and the Psychology of Working Theory (PWT). Central to our theoretical adaptation was a unique perspective on PWT “decent work” perceptions based on principles of empowerment. In a study of 337 employees during the lockdown period, we applied a Bayesian multilevel model to investigate the contrast between in-lockdown perceptions relative to current pre-lockdown perceptions. Results suggested the contextual shift to WFH related negatively to relative perceptions of well-being, job satisfaction, and organizational commitment. Empowerment significantly mediated all well-being outcomes. Organizational support, neuroticism, and home readiness related directly to empowerment and indirectly to well-being outcomes via empowerment. We discuss how sudden contextual changes interacted with relationships observed in our model, and how our findings progress a context-responsive adaptation of EST and PWT in the new world of WFH.

在有关员工幸福感的前因和中介因素的文献中,很少或根本没有提到幸福感形成的社会和环境背景的突然变化。环境影响很少像 COVID-19 大流行病那样具有如此大的冲击力和突发性。为了继续在封锁限制范围内运作,许多组织,除了那些无法或不愿意启动此类变革的组织之外,都突然采用了在家工作(WFH)或混合工作模式。这些情况提出了新的问题,即影响员工幸福感的、意料之外的环境因素对员工幸福感结果的影响。为了在向全职家庭办公转变的背景下解决这些问题,我们测试了一个根据事件系统理论(EST)和工作心理学理论(PWT)改编的模型。我们的理论调整的核心是基于授权原则对 PWT "体面工作 "认知的独特视角。在对封锁期间的 337 名员工进行的研究中,我们运用贝叶斯多层次模型,调查了封锁期间的看法与当前封锁前的看法之间的对比。结果表明,向全职家庭的转变与员工的相对幸福感、工作满意度和组织承诺呈负相关。授权对所有幸福感结果都有明显的中介作用。组织支持、神经质和家庭准备直接与授权相关,并通过授权间接与幸福感结果相关。我们讨论了环境的突然变化如何与我们的模型中观察到的关系相互作用,以及我们的研究结果如何在全职家庭的新世界中促进了对EST和PWT的环境响应式调整。
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引用次数: 0
On your marks, get set, go! Jumping the hurdles of employability development at an early career stage 各就各位,准备出发!跳过职业生涯初期就业能力发展的障碍
IF 11.1 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-05-03 DOI: 10.1016/j.jvb.2024.103999
Ricardo Rodrigues , Jasmijn van Harten , Nele De Cuyper , Ilke Grosemans , Christina Butler

This study draws on contributions from Social Cognitive Career Theory and Conservation of Resources theory to investigate how configurations of career barriers associated with gender and ethnicity influence the development of perceived employability. Our study with graduates surveyed before and two years after completing their degrees, shows that groups of graduates perceiving higher career barriers experience a significant decline in perceived employability during the early stage of their careers. In contrast, those perceiving fewer career hurdles report a more stable employability trajectory and have higher perceived employability two years after graduating. Our study contributes to the literature by showing that perceived employability does not necessarily increase with labor market experience but can instead remain stable or even decline depending on perceived career hindrances.

本研究借鉴了社会认知职业理论和资源保护理论,探讨与性别和种族相关的职业障碍如何影响就业能力的发展。我们对完成学业前和完成学业两年后的毕业生进行了调查,结果表明,职业障碍较高的毕业生群体在职业生涯早期阶段的就业能力显著下降。相比之下,职业障碍较少的毕业生的就业能力轨迹更为稳定,毕业两年后的就业能力也更高。我们的研究表明,感知到的就业能力并不一定会随着劳动力市场经验的增加而提高,相反,会根据感知到的职业障碍而保持稳定甚至下降。
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引用次数: 0
Diversity in the career lifecycle: A review and research agenda 职业生涯周期中的多样性:回顾与研究议程
IF 11.1 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-04-27 DOI: 10.1016/j.jvb.2024.103998
Quinetta Roberson, Kevin Hoff, Rachael Pyram, Jordan Holmes

Acknowledging the evolving composition of modern workforces and nature of contemporary work, we offer a review and research agenda for integrating diversity process theory into career and vocational behavior research. Based on a review of theories that articulate how social identity shapes career outcomes, we highlight a need for additional theorizing that captures the dynamism and complexity of human experience and intersecting roles embedded within the career lifecycle. To address this need, we propose approaching the study of vocational behavior from a diversity process perspective. Integrating three diversity-related processes (identity, information processing, inclusion) across three career stages (career choice, adjustment, exit), we develop a model for exploring how diversity influences people's career experiences and transitions. Specifically, we identify five career transitions – identity-choice, information processing-choice, information processing-adjustment, inclusion-adjustment, and inclusion-exit – and discuss the underlying mechanisms for each. We also suggest specific directions for future research that respond to the increasing diversity and intersectionality of modern workforces and advances foundational insights into how individuals navigate their career experiences and trajectories. By bridging the gap between the career and diversity theoretical domains and offering a new perspective for researchers and practitioners in the field of career development, we hope to take an important step toward a more comprehensive, inclusive and socially responsive understanding of vocational behavior.

考虑到现代劳动力的构成和当代工作的性质不断变化,我们提出了将多样性过程理论纳入职业生涯和职业行为研究的综述和研究议程。在回顾阐述社会身份如何影响职业结果的理论的基础上,我们强调需要更多的理论来捕捉人类经验的动态性和复杂性,以及职业生命周期中的交叉角色。为了满足这一需求,我们建议从多样性过程的角度来研究职业行为。通过整合三个职业阶段(职业选择、调整、退出)中与多样性相关的三个过程(身份认同、信息处理、包容),我们建立了一个模型,用于探索多样性如何影响人们的职业经历和职业转换。具体来说,我们确定了五种职业过渡--身份选择、信息处理--选择、信息处理--调整、包容--调整和包容--退出--并讨论了每种过渡的内在机制。我们还提出了未来研究的具体方向,以应对现代劳动力日益增长的多样性和交叉性,并推进对个人如何驾驭其职业经历和轨迹的基础性洞察。通过弥合职业生涯和多样性理论领域之间的差距,并为职业发展领域的研究人员和从业人员提供一个新的视角,我们希望朝着更全面、更具包容性和社会响应性的职业行为理解迈出重要的一步。
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引用次数: 0
Introducing a sustainable career ecosystem: Theoretical perspectives, conceptualization, and future research agenda 引入可持续职业生态系统:理论视角、概念化和未来研究议程
IF 11.1 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-03-30 DOI: 10.1016/j.jvb.2024.103989
William E. Donald , Beatrice I.J.M. Van der Heijden , Yehuda Baruch

Our paper advances the embryonic interest of combining the theoretical frameworks of sustainable career and career ecosystem into a sustainable career ecosystem theory by introducing Artificial Intelligence (AI) as a new actor, spotlighting the need for liminality of the relationship between an individual and career practitioner, and presenting a new conceptual model. We begin by providing a brief overview of sustainable career and career ecosystem theories, culminating in a recently proposed definition of a sustainable career ecosystem. Second, using this as our point of departure, we consider the theoretical perspectives for understanding a sustainable career ecosystem through (a) introducing AI as a new actor with the potential to disrupt and transform the (future) labor market and (b) making a case for the liminality of the individual and career practitioner relationship. Third, we consider various dimensions for analyzing a sustainable career ecosystem to offer a new conceptual model. We conclude with a future research agenda.

Article classification

Conceptual Paper.

我们的论文通过引入人工智能(AI)作为新的行为者,强调个人与职业实践者之间关系的边缘性需求,并提出一个新的概念模型,推进了将可持续职业生涯和职业生态系统的理论框架结合为可持续职业生态系统理论的雏形。首先,我们简要概述了可持续职业生涯和职业生态系统理论,最后提出了可持续职业生态系统的最新定义。其次,我们以此为出发点,通过(a)将人工智能作为一个有可能颠覆和改变(未来)劳动力市场的新角色,以及(b)论证个人与职业从业者关系的边缘性,来考虑理解可持续职业生态系统的理论视角。第三,我们考虑了分析可持续职业生态系统的各种维度,以提供一个新的概念模型。最后,我们提出了未来的研究议程。
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引用次数: 0
A meta-analytic review of family supportive supervisor behaviors (FSSBs): Work-family related antecedents, outcomes, and a theory-driven comparison of two mediating mechanisms 家庭支持性主管行为(FSSBs)的元分析综述:与工作和家庭相关的前因、结果以及两种中介机制的理论比较
IF 11.1 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-03-24 DOI: 10.1016/j.jvb.2024.103988
Yongxing Guo , Siqi Wang , Yasin Rofcanin , Mireia Las Heras

This quantitative review systematically integrates the antecedents and outcomes of Family-Supportive Supervisor Behaviors (FSSBs) through bivariate meta-analysis and meta-analytic structural equation modeling (MASEM). Utilizing data from 231 primary studies, which are drawn from 213 sources (N = 118, 100), we examined a set of hypotheses exploring the antecedents and consequences of FSSBs. We also conducted a comparative analysis of the explanatory power of two theoretical perspectives: the resource-based view (operationalized as work-family conflict and work-family enrichment) and the social-exchange perspective (operationalized as leader-member exchange relationship). Our results showed that the social-exchange perspective accounted for a greater proportion of FSSBs' impacts on work outcomes (i.e., in-role performance, and job satisfaction), while the resource-based perspective predominantly elucidates FSSBs' influence on employee wellbeing (i.e., burnout). In doing this, we unveiled nuanced insights into the nomological network surrounding FSSBs. Based on these results, we develop a future map for this growing body of research.

这篇定量综述通过双变量元分析和元分析结构方程模型(MASEM)系统地整合了家庭支持型督导行为(FSSBs)的前因和结果。利用来自 213 个来源(N = 118,100)的 231 项主要研究的数据,我们研究了一系列探讨 FSSB 前因后果的假设。我们还对两种理论视角的解释力进行了比较分析:基于资源的视角(操作化为工作-家庭冲突和工作-家庭充实)和社会交换视角(操作化为领导-成员交换关系)。我们的研究结果表明,社会交换视角在家庭支持结构对工作结果(即角色绩效和工作满意度)的影响中占了较大比例,而基于资源的视角则主要阐明了家庭支持结构对员工福利(即职业倦怠)的影响。在此过程中,我们揭示了围绕 FSSB 的名义网络的细微差别。基于这些结果,我们为这一不断发展的研究机构绘制了未来地图。
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引用次数: 0
Working with a chronic health condition: The implications of proactive vitality management for occupational health and performance 带着慢性病工作:积极主动的活力管理对职业健康和绩效的影响
IF 11.1 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-03-19 DOI: 10.1016/j.jvb.2024.103987
Emma M. Op den Kamp , Arnold B. Bakker , Maria Tims , Evangelia Demerouti , Jimmy J. de Wijs

Employees with a chronic disease are confronted with health problems, pain, and a limited energy reserve, which may hinder their day-to-day functioning at work. In the current study, we use proactive motivation and job demands-resources (JD-R) theories to hypothesize that chronically ill individuals may optimize their own well-being and work performance by using proactive vitality management (PVM). In Study 1, we tested our hypotheses through multigroup comparative analyses among a mixed sample of both healthy and chronically ill employees who participated in a weekly, three-wave study (T1 N = 399, M age = 45.18 (SD = 13.13), 48 % female). In Study 2, employees with a chronic liver disease were followed over the course of 2,5 years and filled out surveys at three points in time (T1 N = 192, M age = 48.73 (SD = 10.75), 72 % female). Findings from both studies were in line with our hypotheses. More specifically, consistent with JD-R theory's health impairment hypothesis, results showed that exhaustion mediated the relation between PVM and (a) functional limitations and (b) absenteeism. Consistent with JD-R's motivational hypothesis, work engagement mediated the relation between PVM and (a) creative work performance and (b) absenteeism. In addition, results of moderated mediation analyses indicated that these indirect effects were stronger for chronically ill employees with more (vs. less) self-insight – i.e., a developed understanding of one's own thoughts, feelings, and behaviors. These findings contribute to JD-R and proactive motivation theories and suggest that PVM is an important behavioral strategy that may protect chronically ill employees' occupational health and promote their performance, especially when combined with self-insight.

患有慢性疾病的员工面临着健康问题、疼痛和有限的能量储备,这可能会妨碍他们在工作中的日常运作。在本研究中,我们运用积极主动的动机和工作需求-资源(JD-R)理论,假设慢性病患者可以通过积极主动的活力管理(PVM)来优化自身健康和工作表现。在研究 1 中,我们通过对参与每周三波研究的健康员工和慢性病员工的混合样本(T1 N = 399,M 年龄 = 45.18 (SD = 13.13),48 % 为女性)进行多组比较分析,检验了我们的假设。在研究 2 中,对患有慢性肝病的员工进行了为期 2.5 年的跟踪调查,并在三个时间点填写了调查问卷(T1 N = 192,M 年龄 = 48.73 (SD = 10.75),72 % 为女性)。两项研究的结果均符合我们的假设。更具体地说,与 JD-R 理论的健康损害假说一致,结果表明,疲惫在 PVM 与(a)功能限制和(b)旷工之间起中介作用。与 JD-R 理论的动机假设一致,工作投入在自 愿动机与(a)创造性工作表现和(b)旷工之间起中介作用。此外,调节性中介分析的结果表明,这些间接效应对自我洞察力较强(与较弱)的慢性病员工更强,即对自己的思想、情感和行为有深刻理解的员工。这些研究结果有助于JD-R和主动激励理论的发展,并表明PVM是一种重要的行为策略,可以保护慢性病员工的职业健康并促进其工作表现,尤其是在与自我洞察力相结合的情况下。
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引用次数: 0
Longitudinal associations between the rates of change in family to work enrichment, leader-member exchange, and job satisfaction 从家庭到工作的充实感、领导与成员交流以及工作满意度变化率之间的纵向联系
IF 11.1 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-03-08 DOI: 10.1016/j.jvb.2024.103986
Ying Chen , Guozhen Zhao , Meng-Yu Cheng

By integrating the work-home resource model with the leader-member exchange (LMX) theory, we adopt a change perspective to examine the effects of the change rate in family-to-work enrichment (FWE) on that in job satisfaction through the change rate in LMX. Using a longitudinal, multilevel sample of 360 employees in 71 teams, the results of three waves of data over eight months reveal the FWE change rate is associated positively with the LMX change rate, which, in turn, is associated positively with the job satisfaction change rate. Furthermore, we show that LMX differentiation at Time 1 moderates the FWE change rate's effect on the LMX change rate over time, such that the relation is stronger when the LMX differentiation is high at Time 1. Moreover, the LMX change rate mediates the interactive effects of the FWE change rate and Time 1 LMX differentiation on the job satisfaction change rate over time. The results also show that the initial level of FWE is related positively with the LMX change rate, but not with the job satisfaction change rate. These findings emphasize the importance of studying changes in family-work research and providing new insights into the processes of the FWE change rate's effects on the change rates of important work outcomes over time.

通过将工作-家庭资源模型与领导者-成员交换(LMX)理论相结合,我们采用了变化的视角,通过LMX的变化率来研究家庭-工作丰富度(FWE)的变化率对工作满意度的影响。通过对 71 个团队的 360 名员工进行纵向、多层次的抽样调查,八个月内三波数据的结果显示,家庭工作丰富度(FWE)的变化率与 LMX 的变化率呈正相关,而 LMX 的变化率又与工作满意度的变化率呈正相关。此外,我们还发现,随着时间的推移,时间 1 的 LMX 差异调节了 FWE 变更率对 LMX 变更率的影响,因此,当时间 1 的 LMX 差异较高时,两者之间的关系更为密切。此外,随着时间的推移,LMX 变化率会调节 FWE 变化率和时间 1 LMX 差异对工作满意度变化率的交互影响。结果还显示,最初的 FWE 水平与 LMX 变化率呈正相关,但与工作满意度变化率无关。这些发现强调了在家庭-工作研究中研究变化的重要性,并提供了关于 FWE 变化率对重要工作结果随时间变化率的影响过程的新见解。
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引用次数: 0
期刊
Journal of Vocational Behavior
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