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Advancing a theoretical framework for exploring heuristics and biases within HR decision-making contexts 推进理论框架,探索人力资源决策背景下的启发式方法和偏见
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-04-19 DOI: 10.1108/pr-03-2023-0192
Anthony K. Hunt, Jia Wang, Amin Alizadeh, Maja Pucelj

Purpose

This paper aims to provide an elucidative and explanatory overview of decision-making theory that human resource management and development (HR) researchers and practitioners can use to explore the impact of heuristics and biases on organizational decisions, particularly within HR contexts.

Design/methodology/approach

This paper draws upon three theoretical resources anchored in decision-making research: the theory of bounded rationality, the heuristics and biases program, and cognitive-experiential self-theory (CEST). A selective narrative review approach was adopted to identify, translate, and contextualize research findings that provide immense applicability, connection, and significance to the field and study of HR.

Findings

The authors extract key insights from the theoretical resources surveyed and illustrate the linkages between HR and decision-making research, presenting a theoretical framework to guide future research endeavors.

Practical implications

Decades of decision-making research have been distilled into a digestible and accessible framework that offers both theoretical and practical implications.

Originality/value

Heuristics are mental shortcuts that facilitate quick decisions by simplifying complexity and reducing effort needed to solve problems. Heuristic strategies can yield favorable outcomes, especially amid time and information constraints. However, heuristics can also introduce systematic judgment errors known as biases. Biases are pervasive within organizational settings and can lead to disastrous decisions. This paper provides HR scholars and professionals with a balanced, nuanced, and integrative framework to better understand heuristics and biases and explore their organizational impact. To that end, a forward-looking and direction-setting research agenda is presented.

目的本文旨在对决策理论进行阐释和解释性概述,供人力资源管理与开发(HR)研究人员和从业人员用来探讨启发式思维和偏见对组织决策的影响,尤其是在人力资源领域。研究结果作者从所调查的理论资源中提取了关键见解,并说明了人力资源与决策研究之间的联系,提出了指导未来研究工作的理论框架。原创性/价值启发式策略是一种思维捷径,它通过简化复杂性和减少解决问题所需的努力来促进快速决策。启发式策略可以产生有利的结果,尤其是在时间和信息有限的情况下。然而,启发式策略也会带来系统性的判断错误,即偏见。偏差在组织环境中普遍存在,并可能导致灾难性的决策。本文为人力资源学者和专业人士提供了一个平衡、细致和综合的框架,以更好地理解启发式方法和偏见,并探索它们对组织的影响。为此,本文提出了一个具有前瞻性和方向性的研究议程。
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引用次数: 0
Measuring learning agility: a review and critique of learning agility measures 衡量学习敏捷性:对学习敏捷性衡量标准的回顾与批判
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-04-11 DOI: 10.1108/pr-10-2023-0886
Brandon A. Smith, Karen E. Watkins

Purpose

The purpose of this review is to evaluate existing learning agility measures and offer recommendations for their use in organizational and scholarly contexts.

Design/methodology/approach

This is a general review paper assessing the psychometric qualities of prevalent learning agility measures. Measures were selected based on their predominance and use in the learning agility literature and organizational settings.

Findings

Learning agility measurement is an area requiring further research. Multiple conceptualizations of learning agility exist, making the true structure of learning agility unclear. The learning agility measures in the academic literature deviate from learning agility’s traditional conceptualization and require further validation and convergent validity studies. Commercial measures of learning agility exist, but their development procedures are not subjected to peer review and are not widely used in academic research, given the cost associated with their use.

Practical implications

Learning agility is prevalently used in organizational settings and is receiving increased scholarly attention. Various conceptualizations and measurement tools exist, and it is unclear how these theories and measures relate and differ. This paper contributes to practice by providing practical guidelines and limitations for measuring learning agility.

Originality/value

Learning agility was initially conceived as a multidimensional construct comprising people agility, results agility, change agility and mental agility. As the construct has evolved, the dimension structure of the measure has evolved as well. This study addresses a gap in our current understanding of how to conceptualize and measure learning agility.

目的本综述旨在评估现有的学习敏捷度测量方法,并为其在组织和学术环境中的应用提供建议。研究结果学习敏捷度测量是一个需要进一步研究的领域。学习敏捷存在多种概念,因此学习敏捷的真正结构并不清晰。学术文献中的学习敏捷度量方法偏离了学习敏捷度的传统概念,需要进一步验证和进行收敛有效性研究。学习敏捷性的商业测量方法是存在的,但它们的开发过程没有经过同行评审,而且由于使用成本较高,在学术研究中没有得到广泛应用。目前存在各种概念和测量工具,这些理论和测量方法之间的关系和区别尚不清楚。本文提供了测量学习敏捷度的实用指南和局限性,为实践做出了贡献。原创性/价值学习敏捷度最初被认为是一个多维度的概念,包括人员敏捷度、结果敏捷度、变革敏捷度和心智敏捷度。随着这一概念的发展,测量的维度结构也在不断变化。本研究弥补了我们目前在如何概念化和测量学习敏捷性方面的空白。
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引用次数: 0
Employing people who have “been there, experienced that” to inform innovative HRM responses to workforce mental health issues: practice insights from industry 聘用 "亲历者",为人力资源管理部门应对劳动力心理健康问题的创新措施提供信息:来自行业的实践启示
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-03-20 DOI: 10.1108/pr-03-2023-0174
Ying Wang, Melissa Chapman, Louise Byrne, James Hill, Timothy Bartram

Purpose

This case documents an innovative human resource management (HRM) practice adopted by an Australian organization in the energy sector, purposefully introducing lived experience informed “mental health advocate” (MHA) roles into the organization, to address pressing mental health workforce issues. MHA roles provide experiential, first-hand knowledge of experiencing mental health issues, offering a novel, common-sense and impactful perspective on supporting employees with mental health challenges.

Approach

Data that informed this case came from desktop research using publicly available resources, as well as a series of conversations with four key stakeholders in the organization. This approach allowed insights into Energy Queensland’s journey towards establishing novel MHA roles to delineate the day-to-day work practice of these roles.

Contribution to Practice

This is a novel HRM practice that has only recently emerged outside of the mental health sector. We discuss key considerations that enabled the success of the roles, including taking an evolutionary perspective, obtaining support from senior executives and relevant stakeholders, making a long-term financial commitment, and providing autonomy and flexibility in role design. This is the first article that documents this innovative practice to offer new insights to HRM scholars, as well as practical guidelines to other organizations in addressing workforce mental health issues.

目的 本案例记录了澳大利亚一家能源行业组织所采用的创新人力资源管理(HRM)实践,该组织有目的地引入了具有生活经验的 "心理健康倡导者"(MHA)角色,以解决紧迫的心理健康劳动力问题。MHA 角色提供了有关心理健康问题的第一手经验知识,为支持面临心理健康挑战的员工提供了一个新颖、常识性且具有影响力的视角。通过这种方法,我们可以深入了解昆士兰能源公司在设立新型 MHA 角色的过程中,对这些角色的日常工作实践进行了划分。对实践的贡献这是一种新型的人力资源管理实践,最近才在心理健康领域之外出现。我们讨论了使这些角色取得成功的关键因素,包括采取渐进的视角、获得高级管理人员和相关利益方的支持、做出长期的财务承诺,以及在角色设计中提供自主权和灵活性。这是第一篇记录这一创新实践的文章,为人力资源管理学者提供了新的见解,也为其他组织解决劳动力心理健康问题提供了实用指南。
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引用次数: 0
Opportunistic silence: ignited by psychological contract breach, instigated by hostile attribution bias 机会主义沉默:由心理契约违约点燃,由敌对归因偏见煽动
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-03-12 DOI: 10.1108/pr-11-2021-0793
Sadia Jahanzeb, Dave Bouckenooghe, Tasneem Fatima, Madiha Akram

Purpose

Drawing on social exchange literature, this study explores the mediating role of affective commitment between employees' assessments of contract breaches and opportunistic silence, along with the invigorating effect of hostile attribution bias.

Design/methodology/approach

We tested the hypotheses using multi-wave data collected from employees working in higher education institutions in Pakistan.

Findings

Perceived contract breaches elicit intentional, selfish and retaliatory motives of silence, largely because employees lack emotional attachments to their organization. This mechanism is more prominent among employees who tend to blame others and perceive them as antagonistic even when they are not.

Practical implications

For human resource managers, this investigation highlights a crucial feature – affective commitment – by which employees' perceptions of psychological contract breaches facilitate opportunistic silence. Our results suggest that this process is more likely to intensify when employees have distorted thinking, motivating them to attribute the worst motives to their employer's actions.

Social implications

Perceived contract breaches within universities can have far-reaching societal consequences, affecting trust, reputation, economic stability, and the overall quality and accessibility of education and research. Addressing and preventing such breaches is essential to maintaining the positive societal role of universities.

Originality/value

This study provides novel insights into the process that underlies the connection between perceived contract breach and opportunistic silence by revealing the hitherto overlooked role of employees' hostile attribution bias, which renders them more susceptible to experiencing unfavorable forms of social exchange.

目的本研究以社会交换文献为基础,探讨了情感承诺在员工对违约行为的评估与机会主义沉默之间的中介作用,以及敌意归因偏差的激励作用。研究结果由于员工对组织缺乏情感依恋,他们认为违约行为会引发有意的、自私的和报复性的沉默动机。对于人力资源管理人员来说,这项调查强调了一个关键特征--情感承诺--员工对心理违约的认知会助长机会主义沉默。我们的研究结果表明,当员工的思维发生扭曲,促使他们将雇主的行为归结为最坏的动机时,这一过程就更有可能加剧。社会影响在大学内部发生的违约行为会产生深远的社会后果,影响信任、声誉、经济稳定以及教育和研究的整体质量和可及性。本研究揭示了迄今为止被忽视的员工敌对归因偏差的作用,这种偏差使他们更容易经历不利形式的社会交换,从而为感知到的违约与机会主义沉默之间的联系过程提供了新的见解。
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引用次数: 0
Addressing the gap in information security: an HR-centric and AI-driven framework for mitigating insider threats 弥补信息安全方面的差距:以人力资源为中心、人工智能驱动的减轻内部威胁框架
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-03-01 DOI: 10.1108/pr-04-2023-0358
Mohan Thite, Ramanathan Iyer

Purpose

Despite ongoing reports of insider-driven leakage of confidential data, both academic scholars and practitioners tend to focus on external threats and favour information technology (IT)-centric solutions to secure and strengthen their information security ecosystem. Unfortunately, they pay little attention to human resource management (HRM) solutions. This paper aims to address this gap and proposes an actionable human resource (HR)-centric and artificial intelligence (AI)-driven framework.

Design/methodology/approach

The paper highlights the dangers posed by insider threats and presents key findings from a Leximancer-based analysis of a rapid literature review on the role, nature and contribution of HRM for information security, especially in addressing insider threats. The study also discusses the limitations of these solutions and proposes an HR-in-the-loop model, driven by AI and machine learning to mitigate these limitations.

Findings

The paper argues that AI promises to offer many HRM-centric opportunities to fortify the information security architecture if used strategically and intelligently. The HR-in-the-loop model can ensure that the human factors are considered when designing information security solutions. By combining AI and machine learning with human expertise, this model can provide an effective and comprehensive approach to addressing insider threats.

Originality/value

The paper fills the research gap on the critical role of HR in securing and strengthening information security. It makes further contribution in identifying the limitations of HRM solutions in info security and how AI and machine learning can be leveraged to address these limitations to some extent.

目的尽管不断有关于内部人员泄露机密数据的报道,但学术界学者和从业人员都倾向于关注外部威胁,并倾向于采用以信息技术(IT)为中心的解决方案来保护和加强其信息安全生态系统。遗憾的是,他们很少关注人力资源管理(HRM)解决方案。本文旨在弥补这一不足,并提出了一个以人力资源(HR)为中心、人工智能(AI)驱动的可操作框架。本文强调了内部威胁带来的危险,并介绍了基于 Leximancer 的快速文献综述分析的主要发现,该分析涉及人力资源管理对信息安全的作用、性质和贡献,尤其是在应对内部威胁方面。研究还讨论了这些解决方案的局限性,并提出了一种由人工智能和机器学习驱动的 "环中人力资源 "模型,以缓解这些局限性。研究结果本文认为,如果战略性地、智能地使用人工智能,人工智能有望提供许多以人力资源管理为中心的机会,以强化信息安全架构。人力资源在环模型可以确保在设计信息安全解决方案时考虑到人的因素。通过将人工智能和机器学习与人类专业知识相结合,该模型可以提供一种有效而全面的方法来应对内部威胁。它进一步明确了人力资源管理解决方案在信息安全方面的局限性,以及如何利用人工智能和机器学习在一定程度上解决这些局限性。
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引用次数: 0
AI and the metaverse in the workplace: DEI opportunities and challenges 工作场所中的人工智能和元世界:DEI 的机遇与挑战
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-02-23 DOI: 10.1108/pr-04-2023-0300
Marco Marabelli, Pamela Lirio

Purpose

The metaverse, through artificial intelligence (AI) systems and capabilities, allows considerable data analysis in the workplace, largely exceeding traditional people analytics data collection. While concerns over surveillance and issues associated with privacy and discrimination have been raised, the metaverse has the potential to offer opportunities associated with fairer assessment of employee performance and enhancement of the employee experience, especially with respect to gender and race, inclusiveness and workplace equity. This paper aims at shedding light on the diversity, equity and inclusion (DEI) opportunities and challenges of implementing the metaverse in the workplace, and the role played by AI.

Design/methodology/approach

This paper draws on our past research on AI and the metaverse and provides insights addressed to human resources (HR) scholars and practitioners.

Findings

Our analysis of AI applications to the metaverse in the workplace sheds light on the ambivalent role of and potential trade-offs that may arise with this emerging technology. If used responsibly, the metaverse can enable positive changes concerning the future of work, which can promote DEI. Yet, the same technology can lead to negative DEI outcomes if implementations occur quickly, unsupervised and with a sole focus on efficiencies and productivity (i.e. collecting metrics, models etc.).

Practical implications

Managers and HR leaders should try to be first movers rather than followers when deciding if (or, better, when) to implement metaverse capabilities in their organizations. But how the metaverse is implemented will be strategic. This involves choices concerning the degree of invasive/pervasive monitoring (internal) as well as make or buy decisions concerning outsourcing AI capabilities.

Originality/value

Our paper is one among few (to date) that discusses AI capabilities in the metaverse at the intersection of the HR and information systems(IS) literature and that specifically tackles DEI issues. Also, we take a “balanced” approach when evaluating the metaverse from a DEI perspective. While most studies either demonize or celebrate these technologies from an ethical and DEI standpoint, we aim to highlight challenges and opportunities, with the goal to guide scholars and practitioners towards a responsible use of the metaverse in organizations.

目的通过人工智能(AI)系统和能力,元数据可在工作场所进行大量数据分析,在很大程度上超过了传统的人员分析数据收集。虽然人们对监控以及与隐私和歧视相关的问题表示担忧,但元数据有可能提供与更公平地评估员工绩效和提升员工体验相关的机会,特别是在性别和种族、包容性和工作场所公平方面。本文旨在阐明在工作场所实施元数据的多样性、公平性和包容性(DEI)机遇和挑战,以及人工智能所扮演的角色。本文借鉴了我们过去对人工智能和元数据的研究,并为人力资源(HR)学者和从业人员提供了见解。研究结果我们对人工智能在工作场所元数据应用的分析揭示了这一新兴技术可能产生的矛盾作用和潜在权衡。如果以负责任的方式使用,元宇宙可以促成有关未来工作的积极变革,从而促进 DEI。然而,如果在没有监督的情况下快速实施,并且只关注效率和生产率(即收集指标、模型等),那么同样的技术也可能导致消极的 DEI 结果。但是,如何实施元数据将具有战略意义。原创性/价值我们的论文是迄今为止在人力资源和信息系统(IS)文献交汇处讨论元宇宙中人工智能能力的少数论文之一,并且专门讨论了DEI问题。此外,我们还采用了一种 "平衡 "的方法,从 DEI 的角度对元世界进行评估。虽然大多数研究从道德和 DEI 的角度对这些技术进行了妖魔化或赞美,但我们旨在强调挑战和机遇,目的是引导学者和从业人员在组织中负责任地使用元世界。
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引用次数: 0
Not your average candidate: overqualified job applicants in the eyes of hiring practitioners 非一般求职者:招聘人员眼中的超标求职者
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-02-09 DOI: 10.1108/pr-02-2023-0103
Mohsen Rafiei, Hans Van Dijk

Purpose

Early research on overqualification suggested that overqualification is primarily associated with negative attitudes and behavior. As a consequence, hiring practitioners were advised against hiring overqualified job applicants. However, recent studies have revealed that there are several potential positive consequences of overqualification. Given this change in perspective on overqualification, we examine how hiring practitioners nowadays look at overqualified job applicants, and what their considerations are for hiring an overqualified job applicant or not.

Design/methodology/approach

We have interviewed 33 hiring practitioners to examine their attitudes and considerations toward hiring overqualified job applicants.

Findings

Results show that hiring practitioners are aware of potential positive as well as negative consequences of overqualification and consider a variety of factors to assess how beneficial hiring an overqualified candidate will be. These factors fall under three categories: Individual considerations, interpersonal considerations and contextual considerations.

Originality/value

We show that overqualification is not a stigma anymore and that the decision to hire an overqualified job applicant or not depends on a mixture of factors that are carefully considered. Two of these three considerations transcend the individual level (i.e. the overqualified person), whereas most research and theories on the consequences of overqualification do not go beyond the individual level. As such, our findings call for more theory and research on interpersonal and contextual factors shaping the consequences of overqualification.

目的关于资格过高的早期研究表明,资格过高主要与消极态度和行为有关。因此,招聘人员被建议不要聘用资格过高的求职者。然而,最近的研究表明,资格过高可能会带来一些积极的后果。鉴于对资格过高的看法发生了变化,我们研究了招聘从业人员如今如何看待资格过高的求职者,以及他们在聘用资格过高的求职者时会考虑哪些因素。研究结果研究结果显示,招聘从业人员意识到资格过高可能带来的积极和消极后果,并考虑了各种因素来评估聘用资格过高的求职者的益处。这些因素可分为三类:原创性/价值我们的研究表明,资格过高不再是一种耻辱,是否聘用资格过高的求职者取决于一系列经过仔细考虑的因素。在这三个考虑因素中,有两个因素超越了个人层面(即资格过高者),而大多数关于资格过高后果的研究和理论都没有超越个人层面。因此,我们的研究结果呼吁对影响资格过高后果的人际和环境因素进行更多的理论研究。
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引用次数: 0
Work engagement and the impact of a social identity crafting approach to leadership: a case from Africa’s air transport industry 工作参与和领导力社会身份塑造方法的影响:非洲航空运输业的一个案例
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-02-05 DOI: 10.1108/pr-02-2023-0099
Vasilis Theoharakis, Robert Wapshott, Lamin Cham

Purpose

Managers of public organizations in liberalized sectors face the dual imperative of retaining skilled employees who might be poached by commercial competitors and improving service performance levels without a free hand to invest resources. While employee work engagement (EWE) has been previously suggested as a solution to such management challenges, limitations in its ability to retain employees have been identified. We therefore examine how a social identity crafting (SIC) approach to public leadership that confers a sense of group identity among team members can enhance and extend beyond EWE in addressing this dual imperative.

Design/methodology/approach

We report findings from a survey of employees (n = 199) at “ATCO,” a state-owned national airline that is facing challenges from commercial rivals within a new, competitive environment.

Findings

We confirm previously identified limitations of EWE and, further, demonstrate that a social identity approach to leadership offers a promising avenue for public managers, not only by enhancing employee engagement but, more importantly, by enhancing retention and service performance.

Originality/value

We contribute to studies of leadership, particularly for managers operating in the public sector and resource-constrained environments, demonstrating how SIC, which does not require costly investment to attain, can deliver improved service performance and reduced employee turnover intention, operating beyond EWE, which reaches a plateau in respect of the latter.

目的:自由化行业中公共组织的管理者面临着双重任务,既要留住可能被商业竞争对手挖走的技术熟练的员工,又要在无法自由投入资源的情况下提高服务绩效水平。虽然员工工作参与(EWE)曾被认为是应对此类管理挑战的一种解决方案,但其在留住员工方面的能力也存在局限性。因此,我们研究了社会身份塑造(Social Identity crafting,SIC)的公共领导方法,这种方法在团队成员中赋予了一种群体认同感,在解决这种双重需求时,如何能够增强并超越 EWE。设计/方法/途径我们报告了对 "ATCO "公司员工(n = 199)的调查结果。原创性/价值我们为领导力研究做出了贡献,尤其是针对公共部门和资源受限环境中的管理者,我们展示了社会认同领导力如何在不需要高成本投入的情况下提高服务绩效和降低员工离职意向,并超越了EWE(EWE在员工离职意向方面达到了一个高点)。
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引用次数: 0
Developing future competencies of people employed in non-standard forms of employment: employers’ and employees’ perspective 培养非标准形式就业人员的未来能力:雇主和雇员的观点
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-02-01 DOI: 10.1108/pr-10-2023-0841
Katarzyna Piwowar-Sulej, Dominika Bąk-Grabowska

Purpose

The aim of this study is to analyze the differences between non-standard forms of employment (FoE) (i.e. dependent self-employment/business-to-business/B2B contract and contract of mandate) in terms of investing in the development of future competencies by employees and employers. This study also examined additional factors which influence these investments.

Design/methodology/approach

To collect data, the computer-assisted telephone interview technique was used. 200 employees from different companies located in Poland participated in this study, wherein each of the above-mentioned FoEs (i.e. dependent self-employment and contract of mandate) was represented by 100 people. The Chi-Square test and multivariate logistic regression analysis were used in the statistical analyses.

Findings

In the case of only 2 out of 14 competencies, there were statistically significant differences between the two groups of respondents: the employers financed training courses for B2B employees more frequently than for mandate contract workers. Moreover, in only one case there was a statistically significant difference: the self-employed financed training courses themselves more often than mandate contract workers. This study revealed an important impact of other variables such as respondents’ age, education level, parental status and industry on the training activities undertaken by employers and employees.

Originality/value

Although the issue of developing future competencies is important, there is little research examining this problem in the context of people who work in non-standard FoE. Moreover, previous research primarily focused on identifying differences between people working under employment contracts and the self-employed. This article fills these research gaps as well as shows that more factors should be considered in the research models to get a deeper insight into the problem of non-standard FoEs.

目的本研究旨在分析非标准就业形式(FoE)(即依附性自营职业/企业对企业/B2B 合同和委托合同)在雇员和雇主投资发展未来能力方面的差异。为了收集数据,我们使用了计算机辅助电话采访技术。来自波兰不同公司的 200 名员工参与了这项研究,其中上述每种 FoE(即从属自雇和委托合同)均有 100 名代表。在 14 项能力中,只有 2 项能力的两组受访者之间存在显著的统计学差异:雇主为 B2B 雇员提供培训课程的频率高于为任务合同工提供培训课程的频率。此外,只有一种情况在统计上有显著差异:自营职业者自己资助培训课程的频率高于任务合同工。本研究揭示了其他变量,如受访者的年龄、教育水平、父母身份和行业,对雇主和雇员开展培训活动的重要影响。 原创性/价值虽然培养未来能力的问题很重要,但很少有研究针对在非标准就业场所工作的人员来研究这个问题。此外,以往的研究主要集中在确定根据雇佣合同工作的人与自营职业者之间的差异。本文填补了这些研究空白,并指出研究模型中应考虑更多因素,以便更深入地了解非标准工作环境问题。
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引用次数: 0
Human resource analytics, creative problem-solving capabilities and firm performance: mediator moderator analysis using PLS-SEM 人力资源分析、创造性解决问题能力与企业绩效:利用 PLS-SEM 进行中介调节分析
IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR Pub Date : 2024-01-26 DOI: 10.1108/pr-11-2021-0809
Shweta Jaiswal Thakur, Jyotsna Bhatnagar, Elaine Farndale, Prageet Aeron

Purpose

Based on resource-based and dynamic capabilities theorizing, this study explores how human resource analytics (HRA) can improve human resource management (HRM) performance and organizational performance, with creative problem-solving capability (CPSC) as an underlying mediator for creating value from HRA. It also explores how data quality and HRA personnel expertise act as moderators in this relationship.

Design/methodology/approach

Hypotheses are tested in an empirical study including 191 firms using partial least square structural equation modeling technique.

Findings

The findings confirm the direct and indirect effect of HRA use and maturity on HRM and organizational performance, as well as the mediating role of CPSC. HRA personnel expertise was found to moderate the relationship between HRA and CPSC, data quality being an important factor.

Originality/value

The findings contribute to the sparse evidence of value creation from HRA use/maturity on HRM and organizational outcomes, providing a theoretical logic of resource-based view and dynamic capabilities view based on the underlying causal mechanism through which HRA creates value. The study identified complementary capabilities which when combined with HRA use/maturity and CPSC result in value creation.

目的基于基于资源和动态能力的理论,本研究探讨了人力资源分析(HRA)如何提高人力资源管理(HRM)绩效和组织绩效,并将创造性解决问题能力(CPSC)作为从人力资源分析中创造价值的潜在中介。研究结果研究结果证实了人力资源管理的使用和成熟度对人力资源管理和组织绩效的直接和间接影响,以及 CPSC 的中介作用。研究发现,HRA 人员的专业知识对 HRA 与 CPSC 之间的关系具有调节作用,而数据质量则是一个重要因素。研究确定了互补能力,当这些能力与人力资源管理局的使用/成熟度和 CPSC 相结合时,就能创造价值。
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引用次数: 0
期刊
Personnel Review
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