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The threat of electronic performance monitoring: Exploring the role of leader-member exchange on employee privacy invasion 电子绩效监控的威胁:探索领导者与成员之间的交流对侵犯员工隐私的影响
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-10-01 Epub Date: 2024-08-17 DOI: 10.1016/j.jvb.2024.104031
Mauren S. Wolff , Jerod C. White , Martin Abraham , Claus Schnabel , Luisa Wieser , Cornelia Niessen

Advances in digitalization have led employers to increasingly adopt electronic performance monitoring technologies that allow supervisors to observe, analyze and evaluate not only employees' work activities, but also their cognitive and behavioral data. This has significant implications for employees' perceptions of privacy, and, in turn, for their basic needs, intrinsic motivation, and turnover intentions. However, the extent of perceiving privacy invasion may also depend on the relationship with those individuals for whom information is shared. This relationship should play a pivotal role in defining and negotiating boundaries and establishing comfort levels in information sharing. Building on communication privacy management theory and self-determination theory, we examined in three studies (two experiments and one field study) how the relationship with the supervisor (LMX) shapes the associations between (a) supervisor's use of EPM, its perceived invasiveness, and privacy invasion (Study 1, 2, 3), and (b) privacy invasion and needs, intrinsic motivation, and turnover intentions (Study 3). Specifically, we theorized that a high LMX that builds on trust should mitigate privacy invasion from invasive electronic performance monitoring. In addition, we hypothesized that high LMX can help employees cope with privacy invasion and consequently reduce need thwarting, decreased intrinsic motivation, and turnover intention. While we found some support for the role of LMX in the emergence of privacy invasion from invasive EPM, our data did not reveal that a high LMX reduces need thwarting and related outcomes due to perceived privacy invasion. This research provides timely insights with a multimethod approach into if and how the social context shapes unintended consequences from using electronic monitoring.

数字化的进步促使雇主越来越多地采用电子绩效监测技术,使主管人员不仅可以观察、分析和评估员工的工作活动,还可以观察、分析和评估员工的认知和行为数据。这对员工的隐私感知产生了重大影响,进而影响到他们的基本需求、内在动力和离职意向。不过,隐私受侵犯的程度可能还取决于与信息共享对象的关系。这种关系应在界定和协商界限以及建立信息共享的舒适度方面发挥关键作用。基于沟通隐私管理理论和自我决定理论,我们在三项研究(两项实验和一项实地研究)中考察了与主管的关系(LMX)如何影响(a)主管对 EPM 的使用、其感知到的侵犯性和隐私侵犯(研究 1、2、3),以及(b)隐私侵犯与需求、内在动机和离职意向(研究 3)之间的关联。具体来说,我们假设建立在信任基础上的高LMX应能减轻电子绩效监控对隐私的侵犯。此外,我们还假设,高 LMX 可以帮助员工应对隐私侵犯,从而减少需求受挫、内在动机下降和离职意向。虽然我们发现 LMX 在入侵性 EPM 侵犯隐私的出现中发挥了一定的作用,但我们的数据并未显示高 LMX 能减少需求挫败以及因感知到隐私被侵犯而导致的相关结果。这项研究采用多种方法,及时揭示了社会环境是否以及如何影响使用电子监控的意外后果。
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引用次数: 0
“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 : 2024-10-01 Epub 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
Blurred lines: The spillover and crossover effects of interpersonal experiences at work on family behaviors and well-being 界限模糊:工作中的人际交往经历对家庭行为和幸福的溢出效应和交叉效应
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-10-01 Epub Date: 2024-08-23 DOI: 10.1016/j.jvb.2024.104043
Remus Ilies , Jingxian Yao , Helen Pluut , Alyssa X. Liang , Qingxiong (Derek) Weng

Drawing on the spillover-crossover model, we examine both the enriching and conflicting effects of interpersonal experiences at work on the family domain using experience sampling methodology with 567 daily observations from 70 couples. As a positive spillover-crossover process, we find that employees' help provision at work indirectly and positively influences couples' relationship satisfaction, employees' life satisfaction, and spouses' life satisfaction via support provision to the spouse at home. As a negative spillover-crossover process, employees' experiences of interpersonal conflict at work indirectly and negatively influence couples' relationship satisfaction and employees' life satisfaction via undermining behaviors toward the spouse at home. We further theorize and find that the negative spillover-crossover process is less pronounced when spouses are more responsive to employees' disclosures of negative work experiences. Overall, this study provides new insights regarding behavioral pathways underlying interpersonal models of the work-family interface, with important practical implications for working couples and the organizations employing them.

借鉴溢出-交叉模型,我们采用经验抽样方法,通过对 70 对夫妇的 567 次日常观察,研究了工作中的人际交往经验对家庭领域的丰富和冲突影响。我们发现,作为一个积极的溢出-交叉过程,员工在工作中提供的帮助通过在家庭中向配偶提供支持,间接地对夫妻关系满意度、员工生活满意度和配偶生活满意度产生积极影响。作为一个负溢出-交叉过程,员工在工作中的人际冲突经历会通过对家庭中配偶的破坏行为间接地、负面地影响夫妻关系满意度和员工的生活满意度。我们进一步推论并发现,当配偶对员工披露的负面工作经历反应更积极时,负面溢出-交叉过程就不那么明显。总之,这项研究为工作与家庭界面的人际模型提供了新的行为途径,对工作中的夫妻和雇用他们的组织具有重要的现实意义。
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引用次数: 0
Predicting work values: A psychology of working theory perspective 预测工作价值:工作理论心理学视角
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-10-01 Epub Date: 2024-08-21 DOI: 10.1016/j.jvb.2024.104030
Chengjie Chang , Chunyu Zhang , Bryan J. Dik

Drawing on the perspective of the Psychology of Working Theory, this study adopted a latent change score model to examine how changes in work volition and decent work during the COVID-19 pandemic related to post-pandemic work values. We conducted a three-wave longitudinal study with 276 Chinese working adults over nearly three years. We found that higher levels of and increases in work volition positively related to increases in decent work during the pandemic. Increases in decent work also negatively related to the work value of pay and positively related to the work value of relationships. Finally, higher levels of decent work during the early stages of the pandemic were positively related to three post-pandemic work values: autonomy, relationships, and altruism. Overall, we demonstrated that the Psychology of Working Theory explains work values, contributing to a deeper understanding of how work values were influenced by the work experiences during the COVID-19 pandemic.

本研究从工作心理学理论的视角出发,采用潜在变化分值模型来考察 COVID-19 大流行期间工作意愿和体面工作的变化与大流行后工作价值观的关系。我们对 276 名中国在职成年人进行了为期近三年的三波纵向研究。我们发现,在大流行期间,较高水平的工作意愿和工作意愿的提高与体面工作的提高呈正相关。体面工作的增加还与薪酬的工作价值呈负相关,而与人际关系的工作价值呈正相关。最后,在大流行病的早期阶段,较高水平的体面工作与大流行病后的三种工作价值(自主、人际关系和利他主义)呈正相关。总之,我们证明了工作心理学理论对工作价值观的解释,有助于深入理解工作价值观是如何受到 COVID-19 大流行期间工作经历的影响的。
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引用次数: 0
Showing authentic examples of academic and career trajectories to influence college students' career exploration 展示真实的学术和职业发展轨迹实例,影响大学生的职业探索
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-09-01 Epub Date: 2024-07-23 DOI: 10.1016/j.jvb.2024.104026
Youjie Chen, René F. Kizilcec

College students increasingly use digital information resources to help them make academic and career decisions, but the effects of digital information tools on students' career exploration outcomes are not well understood. We investigate the impact of an online tool that shows the full sequence of course enrollments and the first career destination of recent graduates with matched interests. We conducted a randomized controlled experiment with 234 undergraduate students at a U.S. university to examine the tool's impact on students' career exploration outcomes, specifically their self-efficacy in academic planning for career exploration and behavioral intentions for career exploration. We did not find clear evidence that the tool increased students' self-efficacy and behavioral intentions. However, our exploratory analysis shows that the tool benefited students who were at a later stage in their career decision-making process. We also found that students' awareness of official information sources from archival student records and awareness of holistic information that combines academic and career decisions are important predictors of self-efficacy and behavioral intentions. This study presents a nuanced view of the potential of digital tools to enhance career exploration outcomes through information support. It has important implications for institutional administrators to integrate existing digital resources with traditional career services, creating a more comprehensive support system for students.

大学生越来越多地使用数字信息资源来帮助他们做出学业和职业决定,但数字信息工具对学生职业探索结果的影响却不甚了解。我们研究了一个在线工具的影响,该工具显示了兴趣相匹配的应届毕业生的全部课程注册顺序和第一个职业目的地。我们对美国一所大学的 234 名本科生进行了随机对照实验,以考察该工具对学生职业探索结果的影响,特别是他们在职业探索的学业规划中的自我效能以及职业探索的行为意向。我们没有发现明确的证据表明该工具提高了学生的自我效能感和行为意向。不过,我们的探索性分析表明,该工具有利于处于职业决策过程后期的学生。我们还发现,学生对来自学生档案的官方信息来源的认识,以及对结合学业和职业决策的整体信息的认识,是自我效能感和行为意向的重要预测因素。本研究从细微处探讨了数字工具通过信息支持提高职业探索结果的潜力。它对机构管理者整合现有数字资源与传统职业服务,为学生创建一个更全面的支持系统具有重要意义。
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引用次数: 0
Navigating career stages in the age of artificial intelligence: A systematic interdisciplinary review and agenda for future research 人工智能时代的职业阶段导航:跨学科系统回顾与未来研究议程
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-09-01 Epub Date: 2024-06-27 DOI: 10.1016/j.jvb.2024.104011
Sarah Bankins , Stefan Jooss , Simon Lloyd D. Restubog , Mauricio Marrone , Anna Carmella Ocampo , Mindy Shoss

As artificial intelligence (AI) use expands within organizations, its influence is increasingly permeating careers and vocational domains. However, there is a notable lack of structured insights regarding AI's role in shaping individual career paths across career stages. To address this gap, we undertook a systematic literature review of 104 empirical articles, aiming to synthesize the scholarship on AI in the context of careers. Drawing upon career stage theory, we examine the implications of AI on careers, identify key barriers and enablers of AI use in this area, and reveal how the utilization of AI impacts individuals' career competencies. In doing so, we illustrate how AI actively shapes individuals' career trajectories and we dissect these effects both within and across various career stages to situate AI within the broader context of careers research. Adopting a sustainable career lens, we conclude by outlining a future research agenda that advocates for the design and adoption of AI systems that promote sustainable and equitable careers.

随着人工智能(AI)在企业中的应用不断扩大,其影响也日益渗透到职业生涯和职业领域。然而,关于人工智能在各个职业阶段对个人职业道路的塑造作用,却明显缺乏有条理的见解。为了弥补这一不足,我们对 104 篇实证文章进行了系统的文献综述,旨在对职业生涯背景下的人工智能学术研究进行总结。借鉴职业阶段理论,我们研究了人工智能对职业生涯的影响,确定了该领域使用人工智能的主要障碍和促进因素,并揭示了人工智能的使用如何影响个人的职业能力。在此过程中,我们阐述了人工智能如何积极塑造个人的职业轨迹,并在各个职业阶段内部和之间剖析了这些影响,从而将人工智能置于更广泛的职业研究背景中。最后,我们从可持续职业生涯的角度出发,概述了未来的研究议程,倡导设计和采用能促进可持续和公平职业生涯的人工智能系统。
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引用次数: 0
A mutually beneficial process: Accommodating work-family conflict and strengthening leader-subordinate relations 互惠互利的过程:兼顾工作与家庭的冲突,加强领导与下属的关系
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-09-01 Epub Date: 2024-06-25 DOI: 10.1016/j.jvb.2024.104014
Valerie J. Morganson , Michael T. Ford , Timothy D. Golden

The relationship between an employee and their immediate supervisor has an established impact on subordinate work-family conflict (WFC). Likewise, the leader-member exchange (LMX) relationship is a resource to address WFC both proactively and on an episodic basis. This study draws from LMX literature as a foundation to test a resource and socio-cognitively-based process model. The model purports that subordinates address WFC on a daily basis through the autonomy their LMX relationship provides; and, in turn, the LMX relationship evolves and strengthens. Using an experience sampling methodology over the course of ten business days, 130 individuals provided 1124 observations. Extending prior work linking LMX to WFC cross-sectionally, our model supported that LMX at the start of the study was linked with cumulative daily WFC through daily autonomy. Testing latent change in LMX, the model also supported that cumulative daily autonomy related to changes in LMX through cumulative daily WFC and perceptions of daily support. Our theoretically-driven model underlines the critical role of supervisors in addressing WFC and responds to calls in work-family and LMX literatures by capturing the dynamic nature of the constructs and processes involved in accommodating WFC. Moreover, our results highlight how LMX relationships stand to benefit both the supervisor and subordinate. Findings support the application of LMX literature and advance literature by documenting the complex and dynamic process involved in addressing WFC and changes in LMX quality. Practical implications, limitations, and future research directions are discussed.

员工与其直接上司之间的关系对下属的工作与家庭冲突(WFC)有着既定的影响。同样,领导者与成员之间的交流(LMX)关系也是一种资源,可用于积极主动地解决工作与家庭冲突问题。本研究以 LMX 文献为基础,测试了一个基于资源和社会认知的过程模型。该模型认为,下属每天都会通过 LMX 关系提供的自主权来解决 WFC 问题;反过来,LMX 关系也会不断发展和加强。在十个工作日内,130 人采用经验抽样方法提供了 1124 项观察结果。我们的模型扩展了之前将 LMX 与 WFC 联系起来的横截面研究,证明研究开始时的 LMX 通过每日自主权与累积的每日 WFC 联系在一起。在测试 LMX 的潜在变化时,该模型还证明,通过累积的每日 WFC 和对日常支持的感知,累积的每日自主性与 LMX 的变化相关。我们的理论驱动模型强调了主管在解决 WFC 问题中的关键作用,并通过捕捉适应 WFC 所涉及的结构和过程的动态性质,响应了工作-家庭和 LMX 文献的呼吁。此外,我们的研究结果还强调了 LMX 关系如何使主管和下属双方受益。研究结果支持了 LMX 文献的应用,并通过记录解决 WFC 和 LMX 质量变化所涉及的复杂动态过程,推动了文献的发展。本文还讨论了实际意义、局限性和未来研究方向。
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引用次数: 0
A transactional model of career adaptability: Longitudinal links between parental career-related behaviors, parent-child relationship, and career adaptability among Chinese adolescents 职业适应性的交易模型:父母职业相关行为、亲子关系与中国青少年职业适应性之间的纵向联系
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-09-01 Epub Date: 2024-07-14 DOI: 10.1016/j.jvb.2024.104025
Hanfang Zhou , Qingyin Li , Jingyi Shen , Jichao Jia , Wei Tong , Xiaoyi Fang

Although prior studies have established that parental involvement affects career adaptability, few if any have investigated the reciprocal effect of career adaptability on parental involvement. Based on career construction theory and the transactional model of development, this study aimed to examine the bidirectional associations between specific parental career-related behaviors (i.e., support, interference, and lack of engagement), the parent-child relationship, and career adaptability. A three-wave longitudinal design was used to collect data from 3837 Chinese adolescents (Mage = 16.68, SD = 0.45, 52 % females) at three time points with 1-year intervals. The results revealed: (a) bidirectional relationships between support and career adaptability; (b) bidirectional relationships between parent-child relationship and career adaptability, an association that became stronger during the transition from grade 11 to grade 12; (c) bidirectional relationships between the three different parental career-related behaviors and the parent-child relationship. No difference in strength was observed between the parent-driven effect and the child-driven effect. Remarkably, the parent-child relationship was more strongly associated with career adaptability than with any specific parental career-related behavior. Two potential mechanisms were also identified: (a) the cumulative influence of support on the development of career adaptability and vice versa; (b) a longitudinal mediating role of the parent-child relationship between parental career-related behaviors and career adaptability. This study suggests that career adaptability can develop from career-related support and positive parent-child relationship. Relevant interventions could be integrated into educational and counseling programs to equip parents with effective strategies for supporting their children's career development.

尽管之前的研究已经证实父母的参与会影响职业适应性,但很少有研究探讨职业适应性对父母参与的相互影响。本研究以职业建构理论和发展的交易模型为基础,旨在考察父母与职业相关的具体行为(即支持、干涉和缺乏参与)、亲子关系和职业适应性之间的双向关联。研究采用三波纵向设计,收集了3837名中国青少年(年龄=16.68,标准差=0.45,52%为女性)在三个时间点的数据,每个时间点间隔1年。研究结果表明:(a)支持与职业适应性之间存在双向关系;(b)亲子关系与职业适应性之间存在双向关系,这种关系在 11 年级向 12 年级过渡期间变得更加紧密;(c)父母三种不同的职业相关行为与亲子关系之间存在双向关系。在父母驱动效应和子女驱动效应之间没有观察到强度上的差异。值得注意的是,亲子关系与职业适应性的关系比与任何特定的父母职业相关行为的关系更为密切。研究还发现了两种潜在的机制(a) 支持对职业适应性发展的累积影响,反之亦然;(b) 亲子关系在父母职业相关行为和职业适应性之间的纵向中介作用。这项研究表明,职业适应性可以从与职业相关的支持和积极的亲子关系中发展起来。可将相关干预措施纳入教育和咨询计划,使父母掌握支持子女职业发展的有效策略。
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引用次数: 0
Occupational exoskeletons: Supporting diversity and inclusion goals with technology 职业外骨骼:利用技术实现多样性和包容性目标
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-09-01 Epub Date: 2024-06-27 DOI: 10.1016/j.jvb.2024.104016
Georgia T. Chao, Caroline Deal, Enzo Novi Migliano

Occupational exoskeletons are wearable devices that can augment a human worker's physical abilities. They are designed to protect the worker from physical stress and strain due to physically demanding tasks. They are also designed to increase a worker's ability to perform these tasks with less effort or to accommodate tasks with greater physical loads. There is a labor shortage for many physically demanding jobs in manufacturing, construction, agriculture, and healthcare. Occupational exoskeletons may enable more women and older workers to qualify for these jobs. Literature reviews on occupational exoskeletons and workplace diversity and inclusion were conducted to explore how this technology can facilitate diversity and inclusion goals. Future research directions are discussed for exoskeleton design and how they might affect work identities and perceptions of organizational inclusion for women and older workers who pursue vocations in physically demanding work.

职业外骨骼是一种可增强人类工人体能的可穿戴设备。其设计目的是保护工人在执行体力要求较高的任务时免受身体压力和劳损。外骨骼的设计还能增强工人的能力,使其在执行这些任务时更省力,或适应体力负荷更大的任务。在制造业、建筑业、农业和医疗保健业,许多体力要求高的工作都存在劳动力短缺的问题。职业外骨骼可以让更多女性和年长工人胜任这些工作。我们对职业外骨骼和工作场所多样性与包容性进行了文献综述,以探讨这项技术如何促进多样性和包容性目标的实现。讨论了外骨骼设计的未来研究方向,以及它们可能如何影响从事体力要求高的工作的妇女和老年工人的工作身份和对组织包容性的看法。
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引用次数: 0
Technological support for lifelong learning: The application of a multilevel, person-centric framework 为终身学习提供技术支持:以人为本的多层次框架的应用
IF 5.2 1区 心理学 Q1 PSYCHOLOGY, APPLIED Pub Date : 2024-09-01 Epub Date: 2024-07-18 DOI: 10.1016/j.jvb.2024.104027
Sibley F. Lyndgaard, Rebecca Storey, Ruth Kanfer

21st century career development is increasingly characterized by recurring participation in work-related skill learning, much of which is mediated by technology. However, integration of this technology into work-related lifelong learning contexts has been relatively atheoretical and non-systematic. Building on interdisciplinary adult learning research and our findings from several studies on an online graduate degree program in a high demand STEM field, we propose a multilevel, person-centric framework of adult learning processes related to: (1) knowledge and skill acquisition, (2) the development and maintenance of motivation and wellbeing over time, and (3) transfer of learning to career-related goals. For each level of the framework, we discuss issues related to the measurement and evaluation of learning. We outline affordances (i.e., functional benefits) of technology (including artificial intelligence) for supporting career-related learning at each level, and present future directions related to major gaps in the field's understanding of these affordances. Throughout the final section, we illustrate the implications of our framework with examples of its use in a research institute focused on AI adult learning technologies. Finally, we present guiding questions for researchers and practitioners interested in technology-mediated career-related learning.

21 世纪职业发展的特点越来越多地表现为经常参加与工作相关的技能学习,其中大部分学习是以技术为媒介的。然而,将这种技术整合到与工作相关的终身学习环境中的做法相对缺乏理论性和系统性。基于跨学科的成人学习研究以及我们对一个高需求 STEM 领域的在线研究生学位课程的几项研究结果,我们提出了一个多层次的、以人为中心的成人学习过程框架,该框架与以下几个方面有关:(1) 知识和技能的获得,(2) 学习动机和幸福感的发展和长期保持,以及 (3) 将所学知识转化为与职业相关的目标。针对该框架的每个层次,我们讨论了与学习的衡量和评估有关的问题。我们概述了技术(包括人工智能)在每个层次上支持职业相关学习的能力(即功能优势),并介绍了与该领域对这些能力的理解存在的主要差距有关的未来发展方向。在最后一节中,我们将举例说明我们的框架在一家专注于人工智能成人学习技术的研究机构中的应用。最后,我们为对以技术为媒介的职业相关学习感兴趣的研究人员和从业人员提出了指导性问题。
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