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Purpose: The purpose of this paper is to address four interrelated questions: what is the prevalence of ageism amongst employers? What are the factors conditioning employers' age stereotypes? To what extent are ageist attitudes among employers translated into discriminatory recruitment, retention and firing practices? And what factors can moderate the stereotype–discrimination interaction? Design/methodology/approach: The paper draws on a survey conducted among Danish employers; 2,525 completed the survey questionnaires; response rate 25 per cent. Findings: The major finding is that ageist stereotypes among employers do not translate into discriminatory personnel management practices. Research limitations/implications: The findings may be specific to Denmark. Denmark is renowned to be a non-hierarchical, egalitarian society, which may have implications for personnel management practices. Originality/value: Contrary to this study, most studies analysing ageist stereotypes do not assess the extent to which stereotypes are translated into discriminatory personnel management practices in the workplace. [ABSTRACT FROM AUTHOR]

Purpose: This article responds to the call for more research on mobile work by exploring how the aspirations of these workers relate to job satisfaction through adaptation to the job characteristics they experience. Design/methodology/approach: Based on aspiration theory and the literature on mobile work, the paper examines how mobile workers form aspirations and how this is related to their perception of job satisfaction. The empirical analysis uses a two-tier stochastic frontier analysis and the 2015 European Working Conditions Survey dataset. Findings: Mobile workers formulate higher aspirations than the working conditions they experience and report lower levels of job satisfaction than other types of workers. They revise their aspirations downwards when they experience autonomy, discretion, performance-related pay schemes, relation-oriented leadership while they increase their aspirations when they experience work intensification and discrimination. Originality/value: This paper provides new insights into the work perceptions of mobile workers and enriches existing research by highlighting the importance of the study of individual aspirations to advance understanding of the complex dynamics of mobile work. [ABSTRACT FROM AUTHOR]

This document is a guest editorial from the International Journal of Manpower, focusing on methodological advances in HR research. The editorial emphasizes the importance of using innovative research methods, such as diary studies, intersectionality, and big data analytics, to understand systemic inequality and diversity in the workplace. It highlights recent contributions in these areas and discusses the potential benefits and challenges of adopting these methods. The editorial also introduces four papers included in the focus section, which explore intersectionality in HR research, the role of work engagement in employee well-being, the integration of big data analytics in HR management, and the developmental paths to executive positions. These papers offer valuable insights for theory and practice in human resource management research. [Extracted from the article]

Intersectionality in HR research: challenges and opportunities is a research paper that explores the potential application of intersectionality to human resources (HR) research and practice. The paper discusses the methodological and data issues involved in incorporating intersectionality into research designs, emphasizing the importance of understanding the interlocking nature of multiple disadvantages. It suggests alternative approaches, such as selective interaction terms and machine learning techniques, to capture the complex interactions between multiple intersecting categories. The paper also highlights the limitations of quantitative analysis and suggests using qualitative and quantitative studies together for a more comprehensive understanding of intersectionality. The document provides a list of references to academic articles and papers that discuss intersectionality, offering diverse perspectives on the subject and serving as a starting point for research on specific topics related to intersectionality. [Extracted from the article]

Purpose: The aim of this paper is to evaluate whether the acceptability of different types of business- and individual-level non-compliance has different impacts on the likelihood of participation in undeclared work. Design/methodology/approach: To evaluate this, data is reported on the EU27 and the UK from the special Eurobarometer survey no. 498, using a novel statistical methodology that deals with two potential sources of bias: sample selection error (avoidance to answer to the question about participation to undeclared work) and misclassification in the response variable (false statements about engagement in undeclared work). Findings: This reveals the association between tax morale and participation in undeclared work. It shows that citizens find far more unacceptable undeclared work conducted by firms than individuals, but both are significantly associated with participation in undeclared work although the greatest effect is clearly exerted by individual-level tax morale. Originality/value: This paper uses a methodology that accounts for the potential bias related to sample selection error and misclassification in the response variable of participation in undeclared work and sheds light on different components of tax morale. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this study is to comprehensively review the human resource management (HRM) and employment relations (ERs) field and explore the knowledge map, knowledge evolution trends and paths and paradigm shifts within this field. Design/methodology/approach: The Structural Topic Model in combination with Word2vec is proposed and applied in this work. First, this paper detects and interprets the research topics by reviewing 23,786 papers from 29 important journals in this field from 1990 to 2021. Then, this research explores popularity trends by aggregating topic proportions from a temporal perspective. Finally, this work explores the research topic evolution from the semantic perspective. Findings: This paper obtains the following findings: (1) Sixteen research topics are identified, which provide the basic research overview of the whole field. (2) The changes in topic popularity over time map the tendency for employee benefits to be valued. (3) The evolutionary trajectories of temporal local topics are provided, which reflect the mechanisms of the paradigm and ideological migration and fusion. Originality/value: This work adopts state-of-the-art textual as well as semantic mining techniques to establish a comprehensive knowledge map for HRM and ER research. Furthermore, these results uniquely demonstrate the pluralistic ideological orientation at the social level is gradually integrated into more micro levels, such as enterprises and individuals. These are the contents that were mentioned from previous studies by scholars, but not meticulously verified and interpreted. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to review and analyse the literature on psychological contract (PC) phenomena to date as well as give future research directions in this research area. Design/methodology/approach: The authors have conducted a bibliometric analysis of 33 years of research on PC. The bibliometric findings have identified various perspectives by drawing the landscape and developmental trajectory of PC research over time. A specific bibliographic analysis and visualization tool VOSviewer was employed to evaluate and process 1999 publications in the Scopus and Web of Science (WoS) database from 1989 to 2022, also author citation analysis, journal co-citation analysis, reference analysis and analysis of 100 milestone articles. Findings: The authors detected and visualized the landscape of PC area and track how this landscape has developed. Secondly, the authors present the findings emerged from this study's bibliometric review, with emphasize on future research directions and implications. Originality/value: This paper presents bibliometric analysis of more than 1,000 research articles from main databases and review of 100 most prominent papers on PC research topic. This article offers academicians and researchers a more sophisticated understanding of the intellectual and conceptual framework of the research body. The authors are providing insights about its structural body of knowledge through an overview of the current state of scholarly development in the field of PC. [ABSTRACT FROM AUTHOR]

Purpose: This paper explores the wages of White, Black, Hispanic, Asian, Native American and "other race" women and men once differences in basic characteristics among these 12 groups are accounted for. The authors aim to extend comparisons beyond those of women and men of the same race or the various races within a given gender. Design/methodology/approach: To undertake the conditional analysis, first, the authors propose a simple re-weighing scheme that allows to build a counterfactual economy in which workers' attributes for all gender–race/ethnicity groups are the same. Second, the authors use a well-known re-weighting scheme that involves logit estimations. Findings: Only Hispanic men, Native American men and Asian women have conditional wages around average. Black men and, especially, White, Black, Hispanic, Native American and "other race" women have conditional wages clearly below average, whereas those of Asian and White men are well above average. The wage differential between a privileged and a deprived group is disentangled into the premium of the former and the penalty of the latter, which brings a new perspective to what has been done in the literature based on pairwise comparisons. In this intersectional framework, the authors document that gender penalizes more than race. Originality/value: This paper examines intergroup earnings differentials using a methodology that allows to examine 12 gender–race/ethnicity groups jointly, which is this work's distinctive feature. The authors' intersectional framework allows to picture the effect of gender and race/ethnicity more broadly than what the literature has shown thus far. [ABSTRACT FROM AUTHOR]

Purpose: Emotional intelligence (EI) is a critical component of leadership that reflects the ability of leaders to understand how their emotions and actions affect the people around them in the organization. This paper aims to deliver state-of-the-art insights on EI and leadership. Design/methodology/approach: This paper leverages on bibliometric analysis to unpack 25 years of EI and leadership research. Findings: This paper reveals the bibliometric profile (e.g. trends in publication activity and top articles, authors, countries and journals) and intellectual structure (e.g. themes and topics) of EI and leadership research, shedding light on EI manifestation in leadership, EI and leadership congruence, EI role in leadership and EI and leadership for human resource management. Research limitations/implications: This paper offers several noteworthy implications. First, EI is a leadership competency that can be cultivated and leveraged to improve leadership effectiveness. Second, the need for EI and leadership congruence indicates that leadership effectiveness is vital to human resource management (HRM). Taken collectively, these theoretical implications, and by extension, practical implications, suggest that increased investment in EI and leadership effectiveness is critical for organizations and their HRM. Originality/value: This paper sheds light on current trends and ways forward for leading by feeling, showcasing the role and manifestation of EI in leadership, its value for HRM and the importance of its congruence for effective leadership in shaping the future of work. [ABSTRACT FROM AUTHOR]

Purpose: The authors' goal in this paper is to study if there are long-run effects on the wages of those workers who entered the labour market overeducated but who have, over time, been able to overcome this situation by obtaining a job for which they are correctly matched. Design/methodology/approach: This study universe is constituted by workers entering the labour market with a university degree between 2004 and 2012. The age range of these individuals is between 22 and 35 years old. With the data of the 8,359 selected individuals, the authors have constructed a balanced panel covering the period 2013–2017. This methodology is developed in two steps. First, the authors estimate a wage equation with the traditional variables and, second, the authors use the estimated coefficients of these variables to predict the wage paths of a representative individual in each group. Findings: The main result the authors obtain indicates that the wages of those who manage to overcome an initial situation of overeducation do converge but very slowly to the respective wages of those others that entered the labour market correctly matched from the beginning. The authors consider this result to point towards the existence of scarring effects in wages induced by an initial situation of overeducation. The authors also present evidence, beyond education, about the influence that the occupational characteristics that a worker has on wages. Research limitations/implications: The factors that can influence the catching-up of wages are multiple, and it is not feasible to test all of them empirically. Therefore, the wage convergence process the authors present may also be influenced by other variables for which the authors do not have information. Practical implications: This paper contributes to different branches of the labour market. First, the authors present new evidence within the literature dealing with the so-called scarring effects on wages related to the conditions entering the labour market. Secondly, this study's results provide a new argument that complements those developed so far that explain a reduction in the wage skill premium detected among young graduates in Spain. Finally, this paper contributes to advancing research about the effects that overeducation has on wages. Originality/value: The question the authors are attempting to answer in this paper can be formulated in the following terms: when a worker manages to overcome an initial situation of overeducation, what happens to his/her wage? Will it adjust quickly to the new working situation, or will we observe a slow convergence to the wages of workers with an employment history without overeducation situations? To the best of the authors' knowledge, this topic has not yet been studied. Researchers have mostly focused their attention on comparing the wages of overeducated workers with the wages of those who are correctly matched. In this case, the authors compare the wages of correctly matched workers, but with the difference that some were initially overeducated and others were not. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to investigate self-competence—the ability to act responsibly on one's own—and likely nonlinear wage returns across different levels of self-competence as part of training curricula. Design/methodology/approach: The authors identify the teaching of self-competence at the occupational level by applying machine-learning methods to the texts of occupational training curricula. Defining three levels of self-competence (high, medium, and low) and using individual labor market data, the authors examine nonlinearities in wage returns to different levels of self-competence. Findings: The authors find nonlinear returns to teaching self-competence: a medium level of self-competence taught in an occupation has the largest wage returns compared to low or high levels. However, in occupations with a high cognitive requirement profile, a high level of self-competence generates positive wage returns. Originality/value: This paper first adds to research on the importance of teaching noncognitive skills for economic outcomes, which recently—in addition to personality traits research—has primarily focused on social skills by introducing self-competence as another largely unexplored but important noncognitive skill. Second, the paper studies not only average but also nonlinear wage returns, showing that the right level of self-competence is crucial, i.e. neither teaching too little nor too much self-competence provides favorable returns because of trade-offs with other skills (e.g. technical or professional skills). Third, the paper also examines complementarities between cognitive skills and noncognitive skills, again pointing toward nonlinear returns, i.e. only in occupations with a high cognitive requirement profile, high levels of self-competence generate positive wage returns. [ABSTRACT FROM AUTHOR]

Purpose: Only data from developed countries were used to estimate the sexual orientation difference in wages. This paper is the first, which aims to identify the wage discrimination of gay men in Russia – a country where institutional discrimination and ignorance against gay men are known to present. Design/methodology/approach: Gays are identified as men who reported having sex with other men in several waves of the national household survey. A wage equation is used to estimate the gay wage penalty. Extending the wage equation to implement a difference-in-difference design, the paper also evaluates the effect of the gay-propaganda law of 2013 on gay wages. Findings: No wage discrimination is identified. The law also has no adverse effect on gay wages. Practical implications: Cross-country comparison and theoretical generalizations are premature, and better identification strategies are needed to understand sexual orientation differences. Social implications: Policymakers should be aware that in both discriminatory and equitable environments, there may be hidden inequality even if researchers do not detect it. Originality/value: The findings are implausible and add to existing evidence that gay discrimination measured with wage equation suffers from endogeneity and should be interpreted with caution. Particular caution should be exercised in cross-sectional and time-series comparisons, as a tendency to report the orientation honestly and unobserved confounders vary by location and time. [ABSTRACT FROM AUTHOR]

Purpose: Population ageing will bring economic challenges in the future. The purpose of this paper is to examine whether increased educational level could mitigate the consequences of population ageing on economic sustainability, measured as the gap between labour income and consumption. Design/methodology/approach: Using the National Transfer Accounts (NTA) methodology, the authors decompose labour income and consumption by age and educational level (low, medium and high) and compare obtained age profiles with those calculated conventionally. In addition, using the population projections by age and educational level, the authors project both profiles to 2060 for selected EU countries and assess future economic sustainability. Findings: The results show that the highly educated have a significantly higher surplus for a longer period then those with lower and medium education. Therefore, the improved educational level of individuals will have a substantially positive impact on labour income in the future—on average by about 32% by 2060 for all EU countries included. However, as the better educated also consume more, higher production does not fully translate into improved economic sustainability, but the resulting net effect is still positive at about 19%. Originality/value: The authors present for the first time an NTA by education for 15 EU countries and show the importance of including education in the analysis of the economic life cycle. The authors also show that increased educational level will mitigate the consequences of population ageing on economic sustainability in the future. [ABSTRACT FROM AUTHOR]

Purpose: This paper investigates the relationship between health and labour market participation considering the potential role played by the presence of children and elderly persons (with/without disabilities) in Italian households. Design/methodology/approach: The authors use longitudinal data from the European Union Statistics on Income and Living Conditions and full-information maximum likelihood to estimate a two-equation model (one equation for labour force participation and one for health status) with instruments to address the endogeneity of the labour force participation choice. The model is estimated separately by gender. Findings: The authors find that while the presence of children, elderly persons or both is positively associated with the health status of both genders, the presence of disabled elderly persons exerts a negative role. As for participation, interesting differences emerge. The presence of children discourages women's participation but is positively associated with men's labour force participation. Interestingly, a caring role for elderly persons without disability emerges for both genders when the presence of children is combined with that of elderly people. Gender differences are also at work for the role of childcare services and elderly and/or disabled home care/assistance. Originality/value: The findings indicate a possible caring role for elderly persons without disabilities, neutralizing the effect of the presence of children on the labour force participation of both genders. The results also suggest that greater coverage of care services should increase the active participation of women in the labour market. [ABSTRACT FROM AUTHOR]

Purpose: Research shows that parental employment and education status affect the amount of parental childcare time, which is a fundamental determinant of children's outcomes. In this paper, the authors study whether being overeducated – working in a job that requires less education than the level of education acquired – is related to the time parents devote to their children. Design/methodology/approach: The authors set two main hypotheses. First, overeducation might lead to more childcare time if being overeducated is the result of the individual prioritizing family over career. Second, overeducation might lead to less childcare time if overeducation is the result of lower ability. The authors estimate time use equations using the American Time Use Survey (ATUS) from 2004 to 2019. Findings: The authors find that overeducated parents devote less time to childcare than matched parents, especially in the weekend sample. The authors' results suggest that overeducation is not a deliberate choice prioritizing family over career. Originality/value: To the best of the authors' knowledge, this is the first study on the implications of being overeducated on childcare. [ABSTRACT FROM AUTHOR]

Purpose: It is important to understand why some workers prolong their working life even though they are entitled to statutory pension benefits. This paper aims to investigate whether senior workers are motivated by external factors such as pay and social expectations (extrinsic motivation) or are primarily motivated by internal factors such as job satisfaction (intrinsic motivation). This is a central question for policymakers and social partners when it comes to the design of public pension systems and work organisation. Design/methodology/approach: This study uses a combined longitudinal administrative data and an own-designed postal survey to ask individuals aged 65–76 years to describe their work motivation. Based on the answers, this study constructs an index of autonomous motivation (AM) where a value of zero implies only extrinsic motivation and a value of one implies only intrinsic motivation. The values between zero and one thus imply various grades of AM, where higher values signal motivation that is more autonomous and hence a higher degree of intrinsic work motivation. Findings: The results of the statistical analysis show that the extent of intrinsic motivation is higher among senior workers who retired aged 65 years or older compared to those who retired at 65 years or younger. In addition, this study found that the degree of intrinsic work motivation among senior workers decreases when they face economic and financial constraints. It also found that intrinsic motivation is more prevalent among high-skilled workers. Research limitations/implications: This study shows that individuals who continue to work after 65 are mostly motivated by the satisfaction they derive from their job. Job satisfaction is strongly related to skill level, job quality, job content and job autonomy. Results indicate that job quality and commitment to work are essential elements for motivating seniors to postpone retirement. Originality/value: This study contributes to this literature by applying a multidisciplinary approach from organisational psychology and labour economics that considers the potential importance of intrinsic motivation to work after standard retirement age. The authors think that this approach enhances the understanding of the mechanisms behind the lengthening of working life. Finally, this study suggests a simple, but efficient way of empirically measuring the extent of intrinsic motivation among workers. [ABSTRACT FROM AUTHOR]

Purpose: This study analyses the relationship between the use of work–family benefits and job satisfaction (JS). Furthermore, it proposes that work-to-family conflict (WFC) and work-to-family enrichment (WFE) play a mediating role in this relationship. The purpose of this paper is to address these issues. Design/methodology/approach: Data are gathered from 1,051 employees of Colombian organisations. Partial least squares path modelling is used. Findings: The results show that the perception of WFE to a greater extent and the WFC perception, to a lesser extent, are significant mediators in the relationship between the use of benefits and JS. Practical implications: This study justifies investments and initiatives on the adoption and promotion of work–family benefits. Moreover, it provides practical clues on how to boost JS: WFC and WFE are variables to be considered. Originality/value: This study proposes a multiple mediation model to analyse the relationship between the actual use of work–family benefits and JS from a family perspective. It contributes to the literature in examining antecedents of JS, highlighting the role of WFE. [ABSTRACT FROM AUTHOR]

Purpose: The authors provide a novel interpretation of the relationship between skill demand and labour market concentration based on the training rationale. Design/methodology/approach: The authors use a novel data set on Italian online job vacancies during 2013–2018 to analyse the relationship between labour market concentration and employers' skill demand. The authors construct measures of market concentration and skill intensity in the local labour market. The authors regress the measures of skill demand on market concentration, controlling for sector, occupations and other features of the labour market. The authors also use the Hausman–Nevo instrument for market concentration. Findings: The authors show that employers in a highly concentrated labour market demand competencies associated with the ability of workers to learn faster (e.g. social skills) rather than actual knowledge. They also require less experience but higher education. These results are consistent with the hypothesis that employers in more concentrated labour markets are more prone to train their employees. Instead of looking for workers who already have job-specific skills, they look for workers who can acquire them faster and efficiently. The authors provide a theoretical framework within which to analyse these aspects as well as providing a test for the relevant hypotheses. Practical implications: In addition to cross-countries differences in labour market regulations, the authors' findings suggest that policy authorities should consider the local labour market structure when studying workforce development programmes aimed at bridging the skill gap of displaced workers. Moreover, the authors show that market concentration can have relevant implications for human resource (HR) managers by affecting their recruitment behaviour through the demand for skills. In fact, concentrated markets tend to favour firms' collusion and anti-competitive behaviour that could strongly affect HR management practices. Originality/value: The authors' paper innovates on the literature in a number of ways. First, the authors provide evidence of local labour market concentration in Italy. Second, the authors provide evidence of skill demand at the local level using a detailed skill taxonomy that goes beyond the classical distinction between high and low skills. Third, and most importantly, the authors provide evidence of the relationship between skill demand and labour market concentration. By analysing detailed skills and competencies, the authors take one step beyond understanding the features of labour demand in monopsonistic markets. [ABSTRACT FROM AUTHOR]

Purpose: This study conducts a comparative analysis of the impact of educational mismatch on Spanish wages. This paper aims to focus on the industrial, construction and service sectors at three levels of disaggregation: sector, occupation and gender. Design/methodology/approach: The over-education, required education and under-education (ORU model), was applied to data from the 2018 Spanish Wages Structure Survey conducted by the Spanish National Statistics Institute. Findings: The industrial sector is the one that best manages over-education by offering the highest returns to each year of over-education. It is also the sector that most values the education of women, particularly those in highly qualified positions. Originality/value: This study compares the wage effects of educational mismatch in the service, industry and construction sectors. Previous literature has ignored the latter sectors in this field of study, but the results of the present study show that the industrial sectors significantly value and remunerates worker education. Therefore, it may be worthy to focus certain economic and social policies on this sector, to contribute to reducing gender wage gaps and gender employment discrimination in the economy. [ABSTRACT FROM AUTHOR]

Purpose: Even after COVID-19 pandemic, several organizations intend extending work-from-home (WFH), to the extent of making it permanent for many. However, WFH's impact on productivity remains uncertain. Therefore, this paper aims to study personal and job factors determining the likelihood of amount of work done at home being same/more vis-à-vis office. Design/methodology/approach: Employees' basic psychological needs and job crafting tendencies; job-related aspects of task independence, technology resources and supervisory support; and several demographic factors are examined as determinants. Firth logistic regression analysis of data from 301 Indian white-collar employees is performed. Findings: Demographically, longer exposure to WFH, greater work experience and being a support function worker increased the likelihood of same/greater amount of work done at home. Being a woman or married reduced the likelihood, while being a manufacturing/services worker was non-significant. Among psychological needs, greater needs for autonomy and relatedness decreased and increased the likelihood of same/greater amount of work done at home, respectively. Regarding personal and job resources, job crafting to increase structural job resources and supervisor support increased the likelihood of same/greater amount of work done at home versus office. Originality/value: This paper adds to the limited India-centric literature on WFH; uniquely examining influences of individual personal attributes on amount of work done by combining job demands-resources (JD-R) model and basic psychological needs theory. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of the study was to detect trends in human resource management (HRM) research presented in journals during the 2000–2020 timeframe. The research question is: How are the interests of researchers changing in the field of HRM and which topics have gained popularity in recent years? Design/methodology/approach: The approach adopted in this study was designed to overcome all the limitations specific to the systematic literature reviews and bibliometric studies presented in the Introduction. The full texts of papers were analyzed. The text-mining tools detected first clusters and then trends, moreover, which limited the impact of a researcher's bias. The approach applied is consistent with the general rules of systematic literature reviews. Findings: The article makes a threefold contribution to academic knowledge. First, it uses modern methodology to gather and synthesize HRM research topics. The proposed approach was designed to allow early detection of nascent, non-obvious trends in research, which will help researchers address topics of high value for both theory and practice. Second, the results of our study highlight shifts in focus in HRM over the past 19 years. Third, the article suggests further directions of research. Research limitations/implications: In this study, the approach designed to overcome the limitations of using systematic literature review was presented. The analysis was done on the basis of the full text of the articles and the categories were discovered directly from the articles rather than predetermined. The study's findings may, however, potentially be limited by the following issues. First, the eligibility criteria included only papers indexed in the Scopus and WoS database and excluded conference proceedings, book chapters, and non-English papers. Second, only full-text articles were included in the study, which could narrow down the research area. As a consequence, important information regarding the research presented in the excluded documents is potentially lost. Third, most of the papers in our database were published in the International Journal of Human Resource Management, and therefore such trends as "challenges for international HRM" can be considered significant (long-lasting). Another – the fourth – limitation of the study is the lack of estimation of the proportion between searches in HRM journals and articles published in other journals. Future research may overcome the above-presented limitations. Although the authors used valuable techniques such as TF-IDF and HDBSCAN, the fifth limitation is that, after trends were discovered, it was necessary to evaluate and interpret them. That could have induced researchers' bias even if – as in this study – researchers from different areas of experience were involved. Finally, this study covers the 2000–2020 timeframe. Since HRM is a rapidly developing field, in a few years from now academics will probably begin to move into exciting new research areas. As a consequence, it might be worthwhile conducting similar analyses to those presented in this study and compare their results. Originality/value: The present study provides an analysis of HRM journals with the aim of establishing trends in HRM research. It makes contributions to the field by providing a more comprehensive and objective review than analyses resulting from systematic literature reviews. It fills the gap in literature studies on HRM with a novel research approach – a methodology based on full-text mining and a big data toolset. As a consequence, this study can be considered as providing an adequate reflection of all the articles published in journals strictly devoted to HRM issues and which may serve as an important source of reference for both researchers and practitioners. This study can help them identify the core journals focused on HRM research as well as topics which are of particular interest and importance. [ABSTRACT FROM AUTHOR]

Purpose: This paper aims to analyse the evolution of Chinese industrial ethnic clusters in Italy, by focusing on the role of social networks and the processes behind the phenomenon of Chinese worker exploitation and entrepreneur "self-exploitation". Design/methodology/approach: The case study is a sub-cluster of micro and small enterprises owned by Chinese entrepreneurs within the leather industrial district of Florence, Italy. This research adopts the following mixed methods: a small-scale survey to capture the characteristics of the sub-cluster and a social network analysis to describe cluster evolution, complemented by life-course interviews conducted with key informants and entrepreneurs. Findings: Migrant social capital and social networks play a central role in the evolution of the case study sub-cluster. Social networks play a supportive role in migration, job creation, entrepreneurship formation and the creation of business opportunities. Simultaneously, they enhance the phenomenon of worker exploitation and entrepreneur self-exploitation. Furthermore, the more the business community grows, the more the economic performance of ethnic enterprises depends on agglomeration forces produced by the cluster. Practical implications: The findings suggest a series of potential policies to upgrade the ethnic enterprises' capacities, to increase their formality and inclusion in the Italian social and economic systems and sub-cluster. Originality/value: To the authors' knowledge, this paper is the first attempt to examine the evolution of social networks in relation to the phenomenon of Chinese worker exploitation and entrepreneur self-exploitation in an ethnic industrial sub-cluster. [ABSTRACT FROM AUTHOR]

Purpose: This is Part 1 of the two special issues on the topic, "School to work transition around the world – the effect of the pandemic recession." The first part focuses on the determinants of the school-to-work transition (STWT) and the implications of the COVID-19 pandemic on the young worker and their response to uncertain labor market conditions. The second issue will explore the country-specific experiences around the globe in tackling the problem of a smooth STWT. The purpose of this introductory article is to elaborate on the transition of young workers in the labor market. Discussion on the status of various indicators of the youth labor market (unemployment, underemployment and not in employment, education and training [NEET]) is also integrated. The determining factors of school-to-work transition (STWT) and the role of technical and vocational institutions and universities are analyzed. Moreover, the impact of COVID-19 on the labor market is also evaluated. After the pandemic, there was a dreadful change in the job market; this study dives into those diverse factors and carves out the multiple impacts on youth unemployment. Design/methodology/approach: The study analyses relevant literature on STWT, NEET and COVID-19 implications for the labor market, based on the other papers in this special issue. Using the review method, the authors identified similar research articles and reports which helped in strengthening the study's argument. The primary focus of the study was on the smooth transition of young workers in the labor market and the impact of the pandemic on youth unemployment. Hence, literature supported the authors in giving the justifications from various economies and societies. Findings: The paper finds that youth worldwide have suffered from the repercussions of COVID-19, especially in their early career (STWT). Skill mismatch, underemployment, job losses, salary cut downs, health issues, vocational education importance, vulnerable employment, etc. were some of the significant impacts the authors identified by analyzing the various reports and papers. Furthermore, this paper also discusses the role of active labor market policies and hiring incentives for promoting youth employment. Social implications: The paper finds that the times ahead are challenging ones. There is a dearth of productive job opportunities due to slow economic growth. The unemployment rate among youth and adults is high, and labor markets have become more competitive. The young generation is now left with no choice but to upgrade and improve their skill set or some other expertise. On the one hand, technical and vocational education and training (TVET) and universities need to enhance their marketable knowledge and skills, and on the other hand, there is a need for active labor market policies to encourage their participation in the labor markets. Originality/value: This paper strongly contributes to highlighting the professional and societal hit backs faced due to the aftermath of COVID-19. The study summarizes the specific details of STWT and employment issues faced by youth in various parts of the world. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to use the two-way fixed effect (TWFE) methodology to estimate the impact of the reform, exploiting its staggered implementation across regions. The analysis is restricted to graduates from the short vocational track before and after the reform. Design/methodology/approach: This paper studies the impact on the length of school-to-work transition of a reform that extended from two to three years the short vocational track in Italy in the early 2000s. Findings: The study finds that the reform had a positive impact and reduced school-to-work transition by around five months (a 24% reduction). Moreover, the new short vocational track proved to be extremely effective for migrants and females, whose school-to-work transition was reduced by 1.4 years and 0.9 years, respectively. In implementing the new short vocational track, some regions adopted a quasi-market organization in which private training institutions competed with public schools. This model proved to be more effective in shortening school-to-work transitions, in particular for migrants. Originality/value: This study makes an important contribution to the literature on the labor-market effect of vocational education by showing that lengthening the short vocational track, and changing the overall content of curricula, can speed up school-to-work transition. [ABSTRACT FROM AUTHOR]

Purpose: The aim of the paper is to identify the causal effect of the COVID-19 induced crisis on students' decisions about their educational plans. The authors hypothesise that students adjusted their decisions by delaying graduation, dropping out or change the field of education because of increased uncertainty about future employment and monetary returns. Design/methodology/approach: The empirical approach is based on a survey done during the first wave of COVID-19 in Slovenia. The probability of dropping out, prolonging or stop-out is designed by applying probit and probit with insturmental variables empirical model. Findings: Primary orientation towards work increases the probability of dropping out and financial constraints increase the probability of prolonging studies. The same holds after accounting for endogeneity. However, the authors do not find that poor job expectations due to COVID-19 affect students' decisions to prolong, drop-out or stop-out. The authors also find that the primary orientation toward work or study explains the differences in the probability of each outcome that is not influenced by enrolment in a particular field of study. Research limitations/implications: The results cannot be read as an objective prediction of the impact of the COVID-19 crisis on college failures. However, the study provides insight into how students' expectations change their intentions to prolong, drop-out, or stop-out during periods of high uncertainty. The extent, to which measured intentions are realised, however, is uncertain. Practical implications: Understanding the response diversity and motives behind students' study decisions represents extremely valuable insights for economic policy. Mapped apprehensions, augmented by heterogeneity in personal and financial characteristics, are relevant for policymakers. In terms of future research, it would be interesting to analyse what changes occurred over a five-year period, specifically which field of study was most affected by students' adjusted plans due to the pandemic. Social implications: Students have always been a special group in the labour market. After the initial shock of closing activities, studying online and the drastic decrease in student work due to COVID-19, the decision was made in spring 2020 to continue on the chosen path or not. This paper provides insight into the changing decision students made about their educational plans. Originality/value: This paper is one of the first to highlight the implications of COVID-19 for the adaptation of student plans in the transition from school-to work in Europe. It departs from the classical literature of college failures, as specific macroeconomic conditions influence students to reconsider their educational decisions. Moreover, the paper also contributes to the rapidly growing literature on the impact of the COVID-19 pandemic on household-level labour market outcomes, particularly with respect to job search and labour supply decisions in general. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to investigate the prevalence and drivers of employment vulnerability among youth in Egypt, Jordan and Tunisia, and their propensity to transition to better jobs over time. Design/methodology/approach: The analysis is based on longitudinal data from Labor Market Panel Surveys spanning 6–20 years. The authors use transition matrices to examine the prevalence of transitions between labor market statuses for the same individuals over time, distinguishing between youth and non-youth, and men and women, as well as multinomial logistic regressions that control for individual and family background, including previous labor market status, family wealth and parental education. Findings: The paper finds that youth in all three countries were disadvantaged in terms of labor market outcomes with most young men in particular ending up in vulnerable jobs while women of all ages were most likely to exit the labor market all together, unless they had formal jobs. Moreover, youth who started out in the labor market in a vulnerable job were unlikely to move to a better-quality job over time. Family wealth, parental education and father's occupation were found to be important determinants of labor market outcomes and vulnerability, even after a long period of work experience. Social implications: The paper finds that wealth effects, parental education and occupation effects follow workers throughout their careers, implying low equality of opportunity and inter-generational and lifetime mobility. Originality/value: The findings indicate worsening labor market outcomes over time, heavily influenced by family background. High levels of vulnerable employment persistence, regardless of skill and experience, reinforce the importance of initial labor market outcome on the quality of lifetime employment prospects. [ABSTRACT FROM AUTHOR]

Purpose: The paper aims to provide comparative empirical evidence on young people neither in employment nor in education and training (NEET-youth) under the influence of the digital divide, education and sectoral growth across the EU regions, with a focus on the transition patterns followed over time by EU regions in bridging the digital divide and their specific implications on school-to-work transition (STWT). Design/methodology/approach: Firstly, five variables on Internet usage activities are aggregated into an index of E-skills. Secondly, linear dynamic panel data regression models are used to explain the influence of various factors on regional rates of NEET-youth, with or without grouping regions upon the digital divide in relative terms. Findings: Advanced digital literary skills are found to have a stronger effect on the STWT than the basic ones. The growth of employment in specific economic activities like "Information and Communication" enhances STWT, but only when considering regional differences in the digital divide and E-skills as well. However, the negative effect of deprivation and low educational attainments on STWT is offset by a low level of the regional digital divide. In addition, more R&D expenditure in higher education is necessary to compensate for the effect of the digital divide on the STWT. Practical implications: On brief, the policy implications are twofold. Firstly, regions will need to focus more on reducing the digital divide, because it will not only generate positive effects for STWT but will also enhance the positive impact of education and sectoral growth on STWT and even compensate for their low progress. Secondly, in the context of the EU single market, to better address the situation of young people, regions should monitor the relative progress in bridging the digital divide and improving E-skills, with respect to the other EU regions. Improving the relative position on the EU map of E-skills increases the effectiveness of regional policies targeting the STWT. Originality/value: The originality of the paper lies in the regional approach to the relationship between STWT and the digital divide, which allows us to derive new policy measures for the EU regions. Other innovative contributions rely on the identification of (1) transition patterns that region follow over time in improving STWT while bridging the digital divide and (2) policy measures addressing the NEETs in the context of the regional digital divide. [ABSTRACT FROM AUTHOR]

Purpose: This paper investigates the effects of working during university education on labour market outcomes of university graduates. Design/methodology/approach: Based on data from three successive cohorts of graduates from the Spanish region of Catalonia, the authors estimate the effect of having worked in different types of jobs before graduation, classified according to work intensity and the match with the field of study, on the probability of being employed, having a permanent contract or having a job that requires the specific degree four years after graduation. The authors employ a multinomial endogenous treatment model that enables controlling for self-selection into pre-graduation working activities. Findings: Pre-graduation work activities that are related to the field of study are generally beneficial for employability and job stability. Work experiences unmatched with the degree's content are detrimental for graduates' job–education match. Originality/value: This is the first paper that jointly considers the role of work intensity (part-time vs full-time) and the relationship with the field of study in a framework that accounts for self-selection into different types of jobs. The authors also contribute to the literature by estimating the effect of pre-graduation jobs not only on the chances of being employed four years after graduation but also on two important aspects of job quality: having a permanent contract and having a job that requires the specific degree. [ABSTRACT FROM AUTHOR]

Purpose: This paper investigates the relationship between labour hoarding practices and training investments during severe economic downturns focusing on the case of Italy during the Great Recession. Design/methodology/approach: Data come from the 2010 Italian wave of Continuing Vocational Training Survey (CVTS). Econometric estimates plug a proxy of labour hoarding into the probability function that firms provide either off-the-job or on-the-job training. A bivariate selectivity probit model is also used for robustness sake. Findings: Results show that labour hoarding should not be considered as an enhancer of training investments when considered as a standing-alone practice in presence of severe and deep economic downturn. However, labour hoarding does not penalize off-the-job training investments if it occurs in an innovative firm or in a firm that perceive specific skill requirements in the workforce during the recessionary period. Originality/value: The paper contributes to the debate on the role of labour hoarding during severe recessions by showing that it cannot be functional to re-oriented firms' investments aimed at upskilling their workforce. It is only compatible with new training courses that accompany the workforce across a technological transition. Policy implications deals with the suitability of job retention schemes or state-financed furlough during recessions, as occurred during the coronavirus disease 2019 (COVID-19) pandemic. [ABSTRACT FROM AUTHOR]

Purpose: This study aims to examine the association between productivity growth and job reallocation in terms of job creation and job destruction. It also finds this productivity employment relationship for heterogeneous labor market institutions of the Indian states. Design/methodology/approach: The paper uses longitudinal data of the Annual Survey of Industries of Indian manufacturing from 2009–2010 to 2015–2016 and employs fixed-effect multinomial logistic regression. Findings: The paper finds a mixed result of total factor productivity (TFP) increase on employment. An increase in TFP is positively associated with employment by reducing the probability of destroying jobs, while adversely associated with employment by reducing the probability of creating jobs. The negative association of the increase in TFP on employment is more in the Indian states with strict labor regulations. Research limitations/implications: The relationship between TFP and employment can be endogenous. TFP is calculated as output changes that are not explained by inputs, capital and labor. So, job creation/destruction may affect TFP by changing the composition of employment and/or returns on labor/capital. In addition, this study is only restricted to Indian organized manufacturing. Practical implications: The results from this study help deeply understand the Indian labor market. In particular, it provides valuable insights into the "jobless growth" in Indian manufacturing and the recent changes in labor laws. Social implications: The findings from this study provide useful information to enhance the robust growth of productive jobs and efficient reallocation of labor. Originality/value: Unlike most papers, which analyzed the relationship between productivity growth and net employment changes, the present paper finds the relationship between improvement in productivity and job reallocation in terms of simultaneous creation of new jobs and destruction of existing jobs. In addition, the paper links this relationship with the existing heterogeneous labor laws of the Indian states. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to explore the psychological mechanism linking green human resource management (GHRM) to the in-role and extra-role green behavior of new employees. Design/methodology/approach: Based on the AMO framework, the authors used three-wave survey data from 399 newcomers and 103 superiors in China. This study uses the bootstrapping approach with Mplus 7.0. Findings: The analysis shows the direct effect of GHRM on the in-role and extra-role green behavior of new employees as well as the mediating effects between perceived insider status and perceived external prestige. Originality/value: This study expands research on GHRM to the in-role and extra-role green behavior of new employees. This paper also enhances the understanding of green behaviors inside and outside the roles of new employees and provides scientific implications for the green development of organizations. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to perform a psychometric evaluation of the internal green marketing (IGM) scale in the context of consumer, industrial and service industry from a developing economy. Drawing on IGM theory, this study validates the measurement scales to operationalize IGM as green internal communication (GIC), green skill development (GSD) and green rewards (GRs). Design/methodology/approach: The sample was drawn from the consumer, industrial and service industries in Jammu and Kashmir, India, using a random sampling method. Data were collected from consumer, industrial and service industries in two phases through a self-administrated questionnaire-based survey. In total, 137 managers responded during the first phase, and 368 managers responded during the second phase. During the first phase, exploratory factor analysis (EFA) was conducted to uncover the underlying dimensions of IGM, and during the second phase, data were analyzed to test the validity of the IGM scale through confirmatory factor analysis (CFA). Findings: EFA suggested a three-dimension scale (green internal communication (GIC), green skill development (GSD), and green rewards (GR)) which was confirmed by CFA. The findings of the study demonstrate that IGM is a valid and reliable scale to capture the individual-level perception of the employees with respect to the green internal marketing of an organization. Practical implications: This paper is expected to provide valuable insights into the area of internal green marketing (IGM) about an industry that can be of immense help to domestic and international marketers in formulating human resource (HR)/marketing strategies. Further, it provides a wide-ranging scale that can act as a base for future research studies that aim to explore internal green marketing (IGM) in different organizational settings. Originality/value: IGM is embedded in three underlying elements as GIC, GSD and GRs. It is suitable to the practitioner and researchers to operationalize IGM as a second-order construct in future studies. [ABSTRACT FROM AUTHOR]

Purpose: The study reviews the recent conceptualizations and theorizing of green human resource management (GHRM) and explores GHRM's interconnections with the sustainability literature. The research findings have implications affecting GHRM measurement and design of future studies in the sparsely investigated human resource management (HRM)-environment-sustainability-responsibility spectrum. Design/methodology/approach: The study uses a narrative style based on a review of quantitative field evidence from 38 recent empirical papers to provide an analytical framework on how the GHRM research agenda has broadened to include aspects of corporate sustainability (CS) and corporate social responsibility (CSR). Findings: The study finds support from the literature on the impact of environment-related HR initiatives on building long-term capabilities and enhancing firm-specific social outcomes. Further, the study finds that different perspectives used in the conceptualization of GHRM reveal GHRM's differential impact on organization and environmental sustainability underlying GHRM's growing recognition as an important tool for organizations to demonstrate their commitment to being a responsible stakeholder of the socio-economic system. Originality/value: GHRM scholars would find the review useful as the review provides a detailed explanation of how GHRM problems are defined and measured. The understanding of the process of conceptualization has been identified as a research gap in previous reviews; thus, one of the aims of this paper is to aid further knowledge development by understanding how research has progressed previously. The other benefit of the review is that management practitioners would find the insights useful to align HRM initiatives with organization CS/CSR objectives. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this research is to examine how firms can build collective organisational citizenship behaviour towards the environment (OCBE) from green human resource management (GHRM) practices. The study tests how the three main aspects of GHRM, namely green abilities, green motivation and green opportunities, give rise to the enablers of green culture (EGC). The study further tests how each of the EGC (leadership emphasis, message credibility, peer involvement and employee empowerment) leads to the development of OCBE at the organisational level of analysis. Design/methodology/approach: Data were collected from Taiwanese manufacturing companies with a target of departmental heads. The authors managed to get 284 valid responses and analysed the data using path analysis on Stata12. Findings: The study findings suggest that GHRM practices that include developing green abilities, green motivation and green opportunities support the development of the EGC. The EGC include leadership emphasis, message credibility, peer involvement and employee empowerment. It was, however, found that green abilities do not support the development of message credibility. It was further found the EGC lead to the development of collective OCBE except for peer involvement. Originality/value: The authors propose an original concept of EGC in the context of Taiwanese manufacturing firms. This paper is amongst the pioneer papers to test the OCBE at organisational level. The authors also develop an integrated conceptual framework upon which firms can use in order to build OCBE at organisational level. Previous studies have examined OCBEs at employee/individual level. [ABSTRACT FROM AUTHOR]

Purpose: Within the two-tier bargaining system, the role of complementary collective bargaining is somewhat controversial. In this paper, the authors analyse collective agreements from a triple perspective: scanning the contents of firm-level complementary collective agreements (CCAs); identifying the factors that determine the probability of signing a CCA and analysing the relationship between the latter and firm performance with a focus on the role of different negotiated topics. Design/methodology/approach: The empirical procedure is based on 2 main linked sources: longitudinal balance sheet data and a cross-sectional dataset of a representative sample of Italian firms with at least 15 employees, including some retrospective information. The innovative dataset derives from integrating multiple sources. The main empirical approaches include Generalized Method of Moments (GMM) estimations, multivariate regressions, as well as instrumental variable (IV) estimations to overcome simultaneity issues. Findings: With respect to the probability of signing a CCA, on the firms' side, the authors find a positive role of the degree of firm capitalisation and affiliation with an employers' association and a negative role of family firms compared to non-family firms; on the workers' side, a positive role of the workers' unionisation rate and a positive but differentiated weight of workers' union representations and industrial conflicts. With regard to firm performance, the authors' estimates suggest that signing a CCA is associated with an average increase of 3% in total factor productivity (TFP) and 7.8% in labour productivity. By investigating the contents of the complementarity agreements, the authors show that bargaining a wider range of topics implies advantages that are not homogenous, benefitting more efficient firms. Moreover, the authors find a specific positive and significant role for three main interacting issues: economic incentives, organisation and employment. Research limitations/implications: The cross-sectional structure of the data on bargaining practices prevents detecting causal relationships due to either potential common driver(s) of both the target variables (firm performance) and bargaining practices (simultaneity bias) and unobservable time-invariant firm-level characteristics (heterogeneity bias). Practical implications: According to the authors' results, policymakers should operate along four fiscal channels to spur the efficiency of firms, via CCA. First, tax incentives stimulate higher firm capitalisation, as this seems to be a CCA-favouring factor. Second, deduction in taxable income for union members, which should led to higher membership rates, hence raising the likelihood of obtaining a CCA. Third, incentives aimed at directly promoting the greater diffusion of CCAs as a source of improved performance. Fourth, fiscal tools aimed at favouring the negotiation of either specific contents or "bundles" of contents, which the authors' estimates show as an additional performance-enhancing tool of CCA practices. Originality/value: The conceptualisation of the contents of CCA as organisational investments and the whole probability function of signing a CCA are quite innovative. Moreover, the econometric strategy takes account of several potential sources of bias when estimating the relevant coefficients at each stage, which is currently not fully considered in the literature. Finally, this is the first study to shed light on both the diverse outcomes associated with different negotiated topics (in terms of quantity and quality) and the distinction between short and medium-long term effects. [ABSTRACT FROM AUTHOR]

Purpose: Through the lens of conservation of resource theory and the model of ability, motivation and opportunity (AMO), this study tests the relationship between high performance work practices (HPWP), emotional exhaustion and service recovery performance (SRP). It examines the direct effect of AMO bundles on emotional exhaustion and the indirect effect of these bundles on SRP via emotional exhaustion. Design/methodology/approach: In a sample of 1,664 flight attendants from Canada, Germany and France, this study uses a quantitative method. Using AMOS V.24, CFA was used to test quality of scales, model fit as well as the direct effects. The method of Monte Carlo (parametric bootstrap) and more precisely bias corrected percentile method were used to test the mediation mechanism, based on 5,000 bootstrapping and 95% confidence intervals. Findings: Results show that all AMO bundles can be considered as a resource caravan passageway protecting employees against resources loss and allowing them to perform well and to recover service after a failure. They reveal that each bundle has a direct, negative link with emotional exhaustion, a health-related well-being and an indirect effect on SRP via emotional exhaustion. Research limitations/implications: The finding further highlights the need to distinguish between AMO dimensions in strategic HRM research and practice. The cross-sectional nature of this study limits the establishment of causal links between variables. The author encourages future researchers to adopt a research design enabling to collect data at two or three-time periods and involving multi-source data. Practical implications: Companies should be aware of the mechanisms through which HPWP influence the occupational health and performance of flight attendants and consider that "different bundles can have different effects" as important when they would redesign their HRM practices. In turn, it is rather opportunity enhancing HPWP (e.g. empowerment, work teams) that will be the most efficient in improving SRP. In a customer service context, and for flight attendants who work for prolonged hours with sometimes demanding passengers, it seems very important that airlines empower their flight attendants to use their skills and abilities to respond to problems arising onboard, either from service failures or any complaint a passenger may have. Employers should aim to create pools of practices designed to enrich and protect the resources of their employees allowing them to reduce emotional exhaustion. Originality/value: This research study contributes therefore to the HRM-well-being-individual and/or organizational performance debate in a very particular context, by using the AMO framework to test the proposed relationship. In doing so, this study advances the theoretical and empirical evidence on how HR systems and AMO framework can be applied in this setting. The findings allow distinguishing which bundle of HRM is the most influential on emotional exhaustion, which can advance the literature in strategic human resource management. The paper adds to the literature by addressing the role of emotional exhaustion rather than happiness-related measures of well-being. Thus, our results stress the importance of health-related well-being, and emotional exhaustion, as an important pathway through which AMO-bundles influence performance outcomes and confirm that there are different well-being pathways to consider in the HRM-performance relationship. By using different bundles of AMO, the study advances the literature by showing that each bundle could have a different effect as the findings show that only opportunity enhancing HPWPs still directly impacted SRP after introducing the mediator (emotional exhaustion). [ABSTRACT FROM AUTHOR]

Purpose: This paper aims to investigate the governance of labour standards in the less-studied yet rapidly globalising Ghanaian construction sector. While incorporation into international production networks generates several opportunities for workers, the drivers of adverse incorporation originate at multiple levels of analysis. The study offers an investigation into such drivers and their interconnections. Design/methodology/approach: The authors utilise a multi-scalar framework and mixed methods of analysis. Both the qualitative and multi-level quantitative analyses rely on a primary dataset collected among 30 firms and 304 respondents, through semi-structured interviews. Findings: A composite yet unbalanced labour standards governance configuration emerges, where the absence of social governance combined with a weak role of the State leaves labour standards subject to the variegated landscape of firms' embeddedness in the sector. Originality/value: The construction industry is acquiring ever-increasing relevance in the economic trajectory of Ghana as well as that of several other African economies, not least for its large employment generation potential. Research on the governance of labour standards in the sector is, however, largely missing. The authors argue that labour incorporation dynamics represent a complex under-investigated regulatory challenge as well as a policy-making priority. The analysis is one of the first to offer a reconstruction of the governance landscape determining the challenges workers face in the Ghanaian construction sector, from both a qualitative and quantitative perspective. [ABSTRACT FROM AUTHOR]

Purpose: The aim of this paper is to identify and analyse workforce development challenges in the digital age by first, presenting these challenges and relationship between them, and then proposing a structural model that categorizes these challenges and proposes suggestions for managers to improve human resources practices and firm performance. Design/methodology/approach: Fuzzy total interpretive structural modelling (TISM) is used as the methodology, which gives an interpretive structural model by presenting direct and transitive relationship between workforce development challenges and categorizes them under autonomous, dependent, independent and linkage groups. Findings: In total, 13 different workforce development challenges are presented in this study. Results showed that lack of IT/digital skills has a critical role in workforce development in terms of affecting other challenges. Dependent group includes requirements for longer learning time and specialized training, lack of analytical thinking and dealing with complexity, and lack of interdisciplinary thinking and acting. On the other hand, lack of ability in decentralized decision-making and shortage of workforce with adequate skillset within the labour market have more macro-impacts on others. Most of the challenges located in the linkage group, which means that most of the challenges are interrelated with each other. Originality/value: Originality of this paper is presenting a systematic structure for workforce development in Industry 4.0 that considers challenges systematically. [ABSTRACT FROM AUTHOR]

Purpose: This narrative review presents a multi-stakeholder ethical framework for AI-augmented HRM, based on extant research in the domains of ethical HRM and ethical AI. More specifically, the authors identify critical ethical issues pertaining to AI-augmented HRM functions and suggest ethical principles to address these issues by identifying the relevant stakeholders based on the responsibility ethics approach. Design/methodology/approach: This paper follows a narrative review approach by first identifying various ethical/codes/issues/dilemmas discussed in HRM and AI. The authors next discuss ethical issues concerning AI-augmented HRM, drawing from recent literature. Finally, the authors propose ethical principles for AI-augmented HRM and stakeholders responsible for managing those issues. Findings: The paper summarises key findings of extant research in the ethical HRM and AI domain and provides a multi-stakeholder ethical framework for AI-augmented HRM functions. Originality/value: This research's value lies in conceptualising a multi-stakeholder ethical framework for AI-augmented HRM functions comprising 11 ethical principles. The research also identifies the class of stakeholders responsible for identified ethical principles. The research also presents future research directions based on the proposed model. [ABSTRACT FROM AUTHOR]

Purpose: This paper aims to specifically focus on the challenges that human resource management (HRM) leaders and departments in contemporary organisations face due to close interaction between artificial intelligence (AI) (primarily robots) and human workers especially at the team level. It further discusses important potential strategies, which can be useful to overcome these challenges based on a conceptual review of extant research. Design/methodology/approach: The current paper undertakes a conceptual work where multiple streams of literature are integrated to present a rather holistic yet critical overview of the relationship between AI (particularly robots) and HRM in contemporary organisations. Findings: We highlight that interaction and collaboration between human workers and robots is visible in a range of industries and organisational functions, where both are working as team members. This gives rise to unique challenges for HRM function in contemporary organisations where they need to address workers' fear of working with AI, especially in relation to future job loss and difficult dynamics associated with building trust between human workers and AI-enabled robots as team members. Along with these, human workers' task fulfilment expectations with their AI-enabled robot colleagues need to be carefully communicated and managed by HRM staff to maintain the collaborative spirit, as well as future performance evaluations of employees. The authors found that organisational support mechanisms such as facilitating environment, training opportunities and ensuring a viable technological competence level before organising human workers in teams with robots are important. Finally, we found that one of the toughest challenges for HRM relates to performance evaluation in teams where both humans and AI (including robots) work side by side. We referred to the lack of existing frameworks to guide HRM managers in this concern and stressed the possibility of taking insights from the computer gaming literature, where performance evaluation models have been developed to analyse humans and AI interactions while keeping the context and limitations of both in view. Originality/value: Our paper is one of the few studies that go beyond a rather general or functional analysis of AI in the HRM context. It specifically focusses on the teamwork dimension, where human workers and AI-powered machines (robots) work together and offer insights and suggestions for such teams' smooth functioning. [ABSTRACT FROM AUTHOR]

Purpose: Although skilled migrants have a high capacity for integration, many report experiences of exclusion which impacts their ability to contribute fully to the host country. This experience of exclusion, which can diminish their self-efficacy at work, is especially acute for skilled migrants from non-English speaking backgrounds when functioning in a new or exclusionary environment. In this paper, we explore the relationship between workplace inclusion and self-efficacy and identify factors that contribute to perceived inclusion for skilled migrant workers. Design/methodology/approach: Participants were recruited through social network groups representing migrant workers via LinkedIn. Through snowball sampling, participants were asked to recommend recent (3–5 years) skilled migrants to participate. A total of 210 skilled migrant workers to Australia completed the survey. Structural equation modelling (SEM) is used to test our model on the relationship between inclusion and self-efficacy. Findings: Migrants' perceptions of inclusion at work are related to their self-efficacy at work. We also find that some dimensions of inclusion are more important than others in enhancing self-efficacy for skilled migrants. Meaningful exchanges with supervisors, a sense of belonging at work and workgroup cohesion (being accepted by co-workers) are more important than senior management support or getting involved in organizational social activities as determinants of perceived inclusion. Social implications: Although skilled migrants are often assumed to be a self-select group of highly motivated, high achieving workers, many experience poor adjustment and feel excluded after arriving in the host country. Public policies have limited effects in promoting inclusion of skilled migrant workers in organizations. These policies may be supplemented with an inclusive organizational climate to improve migrant worker success. Organizations and employers are thus critical partners in fostering migrant workers' sense of inclusion and supporting the career outcomes of skilled migrant workers in the host country. Originality/value: This study supports the link between perceived inclusion and self-efficacy among skilled migrant workers. It also sharpens the evidence of organizational-level factors that contribute to perceived inclusion for migrant workers. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to investigate the relationship between union practices and two types of employees' extra-role behaviors, namely, union citizenship behavior (UCB) and employee voice (EV), and the mechanisms that mediate this relationship. Design/methodology/approach: Using matched data from 46 union leaders and 279 union members of 33 workplaces in China, this study utilized multilevel structural equation modeling to test the cross-level influences of union practices on employees' extra-role behaviors and the mediation effects. Findings: The results show that (1) union practices have a positive impact on employees' UCB and EV, and (2) union practices increase UCB and EV through the improvement of industrial relations (IR) climate at the workplace level, as well as union commitment (UC) and union instrumentality (UI) at the individual level. Research limitations/implications: Although the authors collected data from multi-sources (i.e. union leaders and members), the cross-sectional data of this study limited the ability to make casual inferences. Originality/value: This study contributes to the literature by providing theoretical explanation and empirical evidence to illustrate the role of union practices in increasing the extra-role behaviors of employees (i.e. UCB and EV). This is of particular importance in elaborating the effectiveness of enterprise unions under the recent reforms in China. In addition, the authors also unpacked the antecedents of extra-role behaviors in the union context by investigating how IR climate, UC and UI mediate the relationship between union practices and extra-role behaviors of employees. [ABSTRACT FROM AUTHOR]

Purpose: This paper examines disemployment effects of minimum wages during the period 2002–2010. Design/methodology/approach: The authors employ the discontinuity design. Findings: The authors find that minimum wages had a significant negative impact on teen employment before the Great Recession. During the Great Recession, the disemployment effects of minimum wages were insignificant. The finding is consistent with the evolution of firms' market power during the business cycle. Originality/value: The authors attempt to reconcile the debate about the effects of minimum wages on US employment. [ABSTRACT FROM AUTHOR]

Purpose: This quantitative study seeks to explore HR professionals' perceptions regarding the adoption of technological applications under the fourth industrial revolution on 25 critical human resource management (HRM) challenges. Additionally, the authors compare data for potential cross-cultural differences. Design/methodology/approach: A total sample of 251 HR professionals from 11 countries was divided into four different cultural clusters. They were asked about their attitudes to the most important HRM challenges when managing industrial relations. A 25-item structured Likert five-point scale questionnaire was used to explore the human vs technology relation and examine if there were any significant differences between clusters for each of the challenges. Findings: The results suggest that most HR professionals believe that the use of technology instead of people cannot solve entirely human-centered and emotional based challenges, as those seem to be less exposed to machinery. Moreover, their views on only two of the 25 challenges present significant differences between cultural clusters, regarding making decisions solely on personal interest and managing confidential information after terminating employment. Originality/value: This paper constitutes the first attempt of addressing the impact of the fourth industrial revolution on HRM challenges at a cross-cultural level. It is plausible that globalization and the fourth industrial revolution affect the perceptions of HR professionals worldwide. The study shows that respondents' perceptions about the "human vs technology" dilemma point toward the same direction, irrespective of their cultural background: that of enhancing human worker's role in business in the age of rapid technological advancements. In addition, the way our sample was drawn, taking into account the top Global Competitiveness Index 4.0 countries, makes our results robust and reliable. [ABSTRACT FROM AUTHOR]

Purpose: Professor independent directors have been the subject of academic debate as to whether they can improve corporate innovation performance. Accordingly, this paper aims to investigate the relationship between professor independent directors, the marketization process and corporate innovation performance in China. Design/methodology/approach: Using a sample of Chinese A-share listed companies from 2014 to 2017, this study examines how professor independent directors and the (low and high) marketization process affect corporate innovation performance. Findings: The empirical analysis of this yields the following main results. First, enterprises with a higher proportion of professor independent directors outperform those with a low proportion of professor independent directors in terms of corporate innovation. Second, the study of introducing the marketization process finds that there is no "market failure". Third, while professor independent directors have a significant association with innovation performance in the high-marketization group, this association is negligible in the low-marketization group, indicating that there is no "substitution effect". Originality/value: This research provides empirical evidence to support the hiring of professors with relevant backgrounds as independent directors who can contribute meaningfully to corporate governance and innovation while also fostering industrial transformation. This study also identifies that the role of professor independent directors in facilitating corporate innovation is more effective in regions with a high degree of marketization than in regions with a low degree of marketization, implying that increasing marketization benefits the role of professor independent directors in facilitating corporate innovation. [ABSTRACT FROM AUTHOR]

Purpose: The paper aims at examining wage developments among Eastern European immigrants vs UK natives before and after the 2004 enlargement by measuring the extent to which inter-group wage differentials are explainable by these groups' changing attributes or by differences in returns to these characteristics. The enlargement has been a defining moment in British recent history and may have contributed to the unfolding of the events that have culminated in Brexit. Design/methodology/approach: The paper uses a quantitative analysis of the immigrant–native wage gap across the entire distribution by applying the methodology known as the unconditional quantile regression. The analysis is performed before and after the 2004 European Union enlargement to Eastern countries. The data used is the British Labour Force Survey (UK LFS) from 1998 to 2008. Findings: At all distribution points, a major role is played by occupational downgrading, which increases over time. The results further suggest that the decreased wage levels at the top of the distribution stem mainly from low transferability of skills acquired in the source country. Research limitations/implications: The UK LFS does not allow to follow individuals for a long period of time. For this reason, the main limitation of the study is the impossibility to measure for individual-level trajectories in their labour market integration and to account for return migration. Originality/value: The analysis provides a detailed picture of the wage differences between Eastern European immigrants and natives along the whole wage distribution. The paper also identifies possible causes of the wage gap decrease for EU8 immigrant workers after 2008. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this empirical paper is to identify the role of social networking information (SNI) on job candidates' pre-employment background checking (PBC) process. SNI was further divided into three elements: perceived availability of information (PAI), perceived accuracy of information (PACI) and perceived reliability of information (PRI). In addition, the authors employed two mediating variables: perceived benefit (PB) and organizational branding (OB) to study the influence of each element of SNI on PBC. Design/methodology/approach: The authors used primary data collected from a valid sample of 465 using a structured questionnaire survey selected through purposive sampling. For descriptive analysis, SPSS 24 and for testing the hypothesized relationships, structural equation modeling technique (with AMOS 24) were utilized. Findings: The results indicated that only PAI had strong positive influence on PBC. The other two independent variables: PACI and PRI had insignificant positive influence on PBC. In case of mediators, OB was found to partially mediate the relationship between PAI and PBC while it did not mediate two other direct relationships. Further, PB did not mediate any relationship at all. Research limitations/implications: The paper is expected to be useful for the academicians involved in investigating the role of SNI on PBC as a lucrative research topic. Practical implications: The hiring professionals can utilize the findings of this primary research as the guidelines for formulating effective social media background checking policies. Originality/value: Using SNI for different HRM practices is comparatively new but a growing practice. However, the empirical investigation covering this area is almost absent in academia. This paper as one of the very initial attempts to reveal the role of SNI on PBC can fill that severe gap to some extent and guide future research attempts. Furthermore, the HR professionals are expected to be benefitted from the empirical results in formulating and implementing an effective media policy that will help them in utilizing the SNI in an efficient and rightful manner. [ABSTRACT FROM AUTHOR]

Purpose: The authors investigate the extent to which differences in provincial union legislation have impacts on the union earnings premium. Design/methodology/approach: Content analysis of provincial union regulations of 25 provinces is conducted to create two indices: one reflecting the degree of stringency of the local requirement that unions be established in a timely fashion and the other reflecting requirements for employers to negotiate wages with the union. The authors use individual level data from the China Family Panel Studies (CFPS) of 2010 to estimate the union earnings premium. Findings: The authors find that unionised workers in China receive an earnings premium ranging from 6.4 to 9.6%, which is in range of other studies (but not all) for China that tend to find a (perhaps surprising) union wage premium in spite of the fact that unions tend to be "company unions" designed to foster stability and growth and to serve as a transmission belt for the wishes of the Party rather than bargaining for the benefit of their members. The authors also find that provincial requirements to establish unions in a timely fashion enhance the impact of unions on the earnings of their members, but provincial requirements to negotiate wages dampen the effect of unions on the earnings of their members. Reasons for these results are discussed. Originality/value: Despite this lack of independence of the Chinese unions, research continuously finds that Chinese unions have effects that are surprisingly similar to those of unions in Western countries. This paper drills deeper into the underlying mechanisms to see if local union strategies, exemplified by provincial union legislation, can explain the unexpected union effects on compensation. To the authors' knowledge, this is the first paper to do so. Moreover, the authors use individual-level data in contrast to most studies on China that use firm or provincial level aggregate data. [ABSTRACT FROM AUTHOR]

Purpose: This paper examines the role of occupational segregation in the evolution of wage differentials by gender and race in the Brazilian labor market between 2005 and 2015. Design/methodology/approach: The author uses microdata from the National Household Sample Survey and adopts two occupational integration typology to capture both horizontal and vertical segregation. The decomposition method proposed by Firpo et al. (2009) is employed to investigate the determinants of changes in differentials along the wage distribution. Findings: Results suggest a glass ceiling effect for all groups compared to white men. Gender and racial discrimination persist, especially at the top of the distribution. For both black women and men, observable characteristics account for most of the wage differentials, while for white women, the opposite occurs because of their education level. Vertical segregation behavior indicates that white men continue over-represented in higher-paid occupations. Although women improved their relative position in the occupational hierarchy, horizontal segregation behavior shows that their concentration in female-dominated occupations has not reduced, except in extreme quantiles. Education played a crucial role in reducing wage gaps, and regional differences stood out as a significant factor of the racial disadvantage. Originality/value: The paper shows significant differences between the groups regarding verticalization and horizontalization of occupational structure along the wage distribution and over time, contributing to filling some gaps in the literature concerning the wage stratification based on gender and race in Brazil. Occupational segregation as a composition factor of the groups determines their positions in a vertically hierarchical and socially stratified occupational structure. The behavior of horizontal and vertical segregations evidences the continue under-valorization of female occupations and the barriers faced by racial and gendered groups to overcome the glass ceiling effect. Recognize the intersectionality of gender and race in addressing inequalities is fundamental to promote policies that overcome them. [ABSTRACT FROM AUTHOR]

Purpose: This paper investigates whether short-time work (STW) schemes were successful in their objective of maintaining employment and keeping workers employed within the same firms after the onset of the financial and economic crisis in 2008. Design/methodology/approach: Spanish longitudinal administrative data has been used, making it possible to identify short-time work (STW) participation not only of workers but also of employers and allowing to know the future labour market status of participants and non-participants. Accordingly, treatment and control groups are defined, and Propensity Score Matching models estimated. The dependent variable is measured as the probability that an individual remained employed with the same employer in the future (one, two and three years) after implementation of a STW arrangement. Findings: Our results suggest that treated individuals are about 5 percentage points less likely to remain working with the same employer one year later than similar workers, and this negative effect of participation increases over time. Thus, STW schemes would not have the assumed effect of preventing unemployment by keeping the participants employed relative to non-participants. Research limitations/implications: As our analysis is based on the comparison of the employment trajectories of participant and non-participant workers in firms that have used STW arrangements, our findings cannot be interpreted as the job saving effects of either macro or micro studies carried out previously. Practical implications: The analysis carried out in the paper is complementary to the country-level and firm-level approaches that have been used in the empirical literature. Originality/value: We adopt a worker-level approach. This is novel since no previous study has focused attention on the impact of STW participation on the subsequent labour market status of workers. [ABSTRACT FROM AUTHOR]