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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
Personnel Review Pub Date : 2024-04-19 DOI: 10.1108/pr-03-2023-0192
Anthony K. Hunt, Jia Wang, Amin Alizadeh, Maja Pucelj
{"title":"Advancing a theoretical framework for exploring heuristics and biases within HR decision-making contexts","authors":"Anthony K. Hunt, Jia Wang, Amin Alizadeh, Maja Pucelj","doi":"10.1108/pr-03-2023-0192","DOIUrl":"https://doi.org/10.1108/pr-03-2023-0192","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>Decades of decision-making research have been distilled into a digestible and accessible framework that offers both theoretical and practical implications.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"302 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140611498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Personnel Review Pub Date : 2024-04-11 DOI: 10.1108/pr-10-2023-0886
Brandon A. Smith, Karen E. Watkins
{"title":"Measuring learning agility: a review and critique of learning agility measures","authors":"Brandon A. Smith, Karen E. Watkins","doi":"10.1108/pr-10-2023-0886","DOIUrl":"https://doi.org/10.1108/pr-10-2023-0886","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>The purpose of this review is to evaluate existing learning agility measures and offer recommendations for their use in organizational and scholarly contexts.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"10 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140560291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Personnel Review Pub Date : 2024-03-20 DOI: 10.1108/pr-03-2023-0174
Ying Wang, Melissa Chapman, Louise Byrne, James Hill, Timothy Bartram
{"title":"Employing people who have “been there, experienced that” to inform innovative HRM responses to workforce mental health issues: practice insights from industry","authors":"Ying Wang, Melissa Chapman, Louise Byrne, James Hill, Timothy Bartram","doi":"10.1108/pr-03-2023-0174","DOIUrl":"https://doi.org/10.1108/pr-03-2023-0174","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Approach</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Contribution to Practice</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"120 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140169735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Personnel Review Pub Date : 2024-03-12 DOI: 10.1108/pr-11-2021-0793
Sadia Jahanzeb, Dave Bouckenooghe, Tasneem Fatima, Madiha Akram
{"title":"Opportunistic silence: ignited by psychological contract breach, instigated by hostile attribution bias","authors":"Sadia Jahanzeb, Dave Bouckenooghe, Tasneem Fatima, Madiha Akram","doi":"10.1108/pr-11-2021-0793","DOIUrl":"https://doi.org/10.1108/pr-11-2021-0793","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>We tested the hypotheses using multi-wave data collected from employees working in higher education institutions in Pakistan.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Social implications</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"18 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140106782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Personnel Review Pub Date : 2024-03-01 DOI: 10.1108/pr-04-2023-0358
Mohan Thite, Ramanathan Iyer
{"title":"Addressing the gap in information security: an HR-centric and AI-driven framework for mitigating insider threats","authors":"Mohan Thite, Ramanathan Iyer","doi":"10.1108/pr-04-2023-0358","DOIUrl":"https://doi.org/10.1108/pr-04-2023-0358","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"254 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140009585","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Personnel Review Pub Date : 2024-02-23 DOI: 10.1108/pr-04-2023-0300
Marco Marabelli, Pamela Lirio
{"title":"AI and the metaverse in the workplace: DEI opportunities and challenges","authors":"Marco Marabelli, Pamela Lirio","doi":"10.1108/pr-04-2023-0300","DOIUrl":"https://doi.org/10.1108/pr-04-2023-0300","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>This paper draws on our past research on AI and the metaverse and provides insights addressed to human resources (HR) scholars and practitioners.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>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.).</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"34 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139928074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Personnel Review Pub Date : 2024-02-09 DOI: 10.1108/pr-02-2023-0103
Mohsen Rafiei, Hans Van Dijk
{"title":"Not your average candidate: overqualified job applicants in the eyes of hiring practitioners","authors":"Mohsen Rafiei, Hans Van Dijk","doi":"10.1108/pr-02-2023-0103","DOIUrl":"https://doi.org/10.1108/pr-02-2023-0103","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>We have interviewed 33 hiring practitioners to examine their attitudes and considerations toward hiring overqualified job applicants.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"313 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139765939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Personnel Review Pub Date : 2024-02-05 DOI: 10.1108/pr-02-2023-0099
Vasilis Theoharakis, Robert Wapshott, Lamin Cham
{"title":"Work engagement and the impact of a social identity crafting approach to leadership: a case from Africa’s air transport industry","authors":"Vasilis Theoharakis, Robert Wapshott, Lamin Cham","doi":"10.1108/pr-02-2023-0099","DOIUrl":"https://doi.org/10.1108/pr-02-2023-0099","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>We report findings from a survey of employees (<em>n</em> = 199) at “ATCO,” a state-owned national airline that is facing challenges from commercial rivals within a new, competitive environment.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"36 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139677487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Personnel Review Pub Date : 2024-02-01 DOI: 10.1108/pr-10-2023-0841
Katarzyna Piwowar-Sulej, Dominika Bąk-Grabowska
{"title":"Developing future competencies of people employed in non-standard forms of employment: employers’ and employees’ perspective","authors":"Katarzyna Piwowar-Sulej, Dominika Bąk-Grabowska","doi":"10.1108/pr-10-2023-0841","DOIUrl":"https://doi.org/10.1108/pr-10-2023-0841","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"87 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139645507","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Personnel Review Pub Date : 2024-01-26 DOI: 10.1108/pr-11-2021-0809
Shweta Jaiswal Thakur, Jyotsna Bhatnagar, Elaine Farndale, Prageet Aeron
{"title":"Human resource analytics, creative problem-solving capabilities and firm performance: mediator moderator analysis using PLS-SEM","authors":"Shweta Jaiswal Thakur, Jyotsna Bhatnagar, Elaine Farndale, Prageet Aeron","doi":"10.1108/pr-11-2021-0809","DOIUrl":"https://doi.org/10.1108/pr-11-2021-0809","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>Hypotheses are tested in an empirical study including 191 firms using partial least square structural equation modeling technique.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>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.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>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.</p><!--/ Abstract__block -->","PeriodicalId":48148,"journal":{"name":"Personnel Review","volume":"15 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2024-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139584300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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