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Trust in intelligent machines: accelerator or killer of employees’ creative behavior? The contingent role of job autonomy

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Abstract
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As the adoption of intelligent machines (e.g. artificial intelligence, algorithms, and robots) accelerates in organizations, how to promote employees’ creative behavior to facilitate human-intelligent machine collaboration has become an important topic of concern for human resource management scholars. Drawing on social cognitive theory and a work design perspective, we propose that employees’ trust in intelligent machines, as a positive perception of intelligent machines, may influence creative behavior through job crafting in intelligent machine contexts from both positive and negative sides, and that this indirect effect is moderated by job autonomy. Specifically, the positive indirect effect is stronger when job autonomy is higher, whereas it becomes weaker or negative when job autonomy is lower. Results from two studies, a field survey study (N = 247) and a scenario-based experimental study (N = 320), support our hypotheses. We discuss the implications of these findings for digital human resource management literature and practice.

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Do national cultural differences affect the nature and characteristics of HRM practices? Evidence from Australian and Hong Kong construction firms on remuneration and job autonomy
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  • Florence T.T Phua

Human resource management (HRM) plays a pivotal role in attracting and retaining talent. However, there is growing recognition in international HRM literature that the adoption of the widely accepted US/Harvard-inspired HRM model ignores the influences of cultural contexts on HRM practices in different countries. This notion has not been empirically investigated in the construction industry. Based on survey responses from 604 construction professionals from Australia and Hong Kong, this study examines whether: (1) national cultural differences influence individuals’ preferences for types of remuneration and job autonomy; (2) actual organizational HRM practices reflect such preferences; and (3) gaps between individuals’ preferences and actual organizational HRM practices affect job satisfaction. The results showed significant differences in HRM preferences between Australian and Hong Kong respondents and these are reflected in the distinct types of HRM practices adopted by construction firms in the two countries. The findings further indicated that the gap between individuals’ preferences and actual organizational HRM practices is associated with job satisfaction. The results support existing mainstream research and highlight the deficiency of the acultural treatment of HRM that is still apparent in construction management literature. An uncritical literature in the area not only hinders theory development but also potentially undermines the ability of construction firms to attract, recruit and retain scarce talent.

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  • 10.1108/pr-06-2024-0578
Organizational AI investment and its ripple effects: an investigation of job insecurity, coworker conflict and work–family conflict
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  • Personnel Review
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PurposeDrawing on conservation of resources (COR) theory and social cognitive theory (SCT), this study investigates how organizational artificial intelligence (AI) investment influences employee experiences of coworker conflict and work–family conflict. We examine job insecurity as a mediating mechanism and general human resource management (HRM) practices as a boundary condition in these relationships.Design/methodology/approachThis study uses time-lagged data (N = 486) collected from employees in various industries in South Korea.FindingsThe results reveal that organizational AI investment increases employees’ perceptions of job insecurity, which in turn leads to increased coworker conflict and work–family conflict. The analysis also demonstrates that organizational AI investment has both direct and indirect effects on interpersonal conflicts, indicating partial mediation through job insecurity. The moderated mediation analysis shows that the relationship between organizational AI investment and job insecurity becomes weaker when HRM practices are well-implemented.Originality/valueThis study extends research beyond work-specific outcomes by demonstrating spillover effects of organizational AI investment into interpersonal relationships both within and outside the workplace. By integrating COR theory and SCT, it provides a theoretical framework for understanding both resource depletion and cognitive appraisal processes in AI contexts. Additionally, this study offers insights into how existing HRM practices, despite their general nature, can help mitigate negative impacts of organizational AI investment while acknowledging the potential need for more AI-specific interventions.

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Does Training, Job Autonomy and Career Planning Predict Employees’ Adaptive Performance?
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Despite the importance of adaptive performance towards enhancing organizational effectiveness, the role of organizational human resource management (HRM) practices as predictors of adaptive performance remains unexplored. This study examined the predictive influence of training, career planning and job autonomy on employees’ adaptive performance. The study employed a survey method coupled with stratified sampling technique among 265 local government employees in Nigeria. The partial least square structural equation modeling (PLS-SEM) was performed. The study revealed that training, career planning and job autonomy significantly influence employees’ adaptive performance. The results suggested that greater the attention given to employees’ training, career planning and job autonomy in the organization, higher will be their adaptive performance. It was identified that HRM practices are important predictors of employees’ adaptive performance that managers and practitioners need to consider in promoting higher adaptive behaviours in the organization. Implications of the study and future research on HRM practices and adaptive performance are discussed in this article.

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  • 10.1080/19761597.2011.632590
Effects of transformational and transactional leadership on employees' creative behaviour: mediating effects of work motivation and job satisfaction
  • Dec 1, 2011
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  • Joung-Gun Kim + 1 more

Innovation has emerged as an important business issue and facilitating employee creativity is considered a necessity for any organization interested in achieving and maintaining a competitive advantage in a world characterized by rapid technological change. This paper examines the direct and indirect effects of transformational and transactional leadership on employees' creative behaviour in South Korea by considering work motivation and job satisfaction as two mediating variables. The results of a cross-sectional survey and structural equation modelling indicate that (a) transformational and transactional leadership had no direct effects on employees' creative behaviour (implying that the relationship between leadership and employee creativity should not be seen as straightforwardly causal); (b) transformational leadership worked through employees' work motivation to ultimately influence their creative behaviour; and (c) transformational and transactional leadership had indirect positive effects on employees' creative behaviour through job satisfaction. The results have practical and meaningful implications for managers interested in fostering employee creativity through leadership, work motivation, and job satisfaction.

  • Research Article
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  • 10.1111/jan.15930
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  • Qijie Xiao + 6 more

Drawing on the conservation of resources theory, this study examines the underlying process through which servant leadership is associated with nurses' in-role performance. Specifically, we test the indirect effect of servant leadership on in-role performance via a sequential mediating mechanism of job autonomy and emotional exhaustion. A time-lagged design was implemented using data gathered from two-wave online surveys (1 week apart) of registered nurses from Jiangsu Province, China. Between September 2022 and February 2023, we used Wenjuanxing and Credma, which are two powerful and user-friendly data collection platforms, to distribute online surveys to potential participants. We received a total of 220 usable responses and employed the PROCESS Model 4 and Model 6 to assess our proposed hypotheses. Our proposed model was supported. Servant leadership has a positive indirect effect on nurses' in-role performance through job autonomy and emotional exhaustion. Job autonomy has a negative effect on emotional exhaustion. Additionally, job autonomy mediates the negative relationship between servant leadership and emotional exhaustion. The present research extends existing nursing studies by unravelling the complex mechanisms underlying the relationship between servant leadership and nurses' in-role performance. Our study also identifies the underlying mechanism of how servant leadership mitigates emotional exhaustion by supporting nurses' job autonomy. The sequential mediation results provide us with a more fine-grained understanding of the relationship between servant leadership and nurses' in-role performance. It further promotes job autonomy and decreases emotional exhaustion, which supports the UN Sustainable Development Goal #3 (Good Health and Well-being). This study addresses the UN Sustainable Development Goal #3: 'To ensure healthy lives and promote well-being for all at all ages' and the healthcare providers will benefit from our study. Therefore, the study contributes to a more sustainable organization and society.

  • Research Article
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  • 10.1080/13606710903447972
Human resource management practices in Indian hospitality enterprises: an empirical analysis
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  • Managing Leisure
  • Mohinder Chand

The study has a two-fold purpose: to investigate the importance of human resource management (HRM) practices and to investigate whether this set of HRM practices in the Indian hospitality enterprises depends on the demographic characteristics. A structured instrument was developed to examine the HRM practices (Jyothi and Venkatesh, 2006; Cho et al., 2006; Kandula, 2004; Jameson, 2000; Guest et al., 2000; Wood, 1999; Hoque, 1996). Based on a survey of 57 hospitality managers' perceptions on HRM, practices were assessed by a 27 HRM practices and 5 demographic variables. Factor analysis was performed to identify HRM practices, and one-way ANOVA was employed to test the association of the demographic variables with HRM practices. Results indicated that the set of harmonized terms and conditions, formal manpower planning, flexible job description, formal system of induction, production/service staff responsible for their service, social appreciation and recognition may constitute the most important HRM practices in the Indian hospitality enterprises. Further, the results revealed that there is a positive relationship between HRM practice variables and category and type of sample enterprises, but there is no relationship between HRM practice variables and age and size (capital or employees). The study makes a modest attempt to add information to the very little empirical knowledge available referring to the HRM practices in the Indian hospitality industry.

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  • Research Article
  • Cite Count Icon 19
  • 10.1108/rege-09-2018-0092
Workers age 50 and over in the Brazilian labor market: is there ageism?
  • Apr 3, 2019
  • Revista de Gestão
  • Wilson Amorim + 2 more

Purpose This paper deals with the insertion of workers aged 50 years or more in the Brazilian labor market. Considering this question, the purpose of this paper is to raise evidence about the existence of ageism – prejudice against that age range. The paper identifies the characteristics of participation by workers age 50 or older in Brazil’s formal labor market. The paper also identifies whether and how the specific issues of these workers are handled in the individual employment contract, with the human resources management (HRM) policies and practices of a group of companies. Design/methodology/approach The study applied a quantitative approach in an analysis of the older population in the Brazilian labor market (Annual Social Information Report (RAIS) database and “MEPT” survey database – 2011/2016). The RAIS data are collected annually by the Ministério do Trabalho e Emprego – MTE, coming from all establishments with or without formal employees, whether statutory (public servants) or private organizations. MEPT survey is an annual study focused on quality of the organizational environment and HRM practices (organizations participate voluntarily). A qualitative approach was applied also in a document content analysis on information about HRM policies and practices based on MEPT companies’ research evidence reports. Findings There is evidence of ageism among private companies in Brazil with better HRM. These companies hire proportionally less old workers than the market and their HRM policies and practices scarcely handle with employees. The workers age 50 and over among the workers employed (private and mixed capital companies) have growing participation in the labor market. The profile of these workers is predominantly male, higher level education considering the market average, and working under longer lasting formal contracts comparing all workers combined. People involved in the individual hiring of workers from this age group do not even give this subject much attention. Research limitations/implications The specific objective of verifying if and how the specific issues that workers of 50 years and older are dealing; in the individual hiring for work, encountered limitations based on the restricted character of the data presented. In particular, the information related to the best companies (MEPT) is representative only of its own group and thus is restricted to the private sector. Although this cannot be generalized, they offer support for reflections on the subject. Practical implications This paper shows how companies with advanced HRM handle with older workers in their policies and practices. Social implications This work points out that that the aging of workers will be a problem to be discussed by the companies HRM in the future. Originality/value This paper identifies the need to study how companies will deal with the increasing number of older workers.

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