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Human resource analytics (HRA) has developed as a new business trend and challenge, stressing the strategic relevance of human resource management (HRM) to senior management executives. HRA is a process that uses statistical techniques, to link HR practices to organizational performance. The purpose of this study is to carry out recent development in HRA, bibliometric analysis and content analysis to present a comprehensive account of HRA to fill the gap in the evolution and status of its research.

The study is based on the recent advances in HRA in terms of it evolution and advancement by analyzing and drawing conclusions 480 articles retrieved from the Web of Science (WoS) database from 2003 to March 2022. The methodology is divided into four steps: data collection, analysis, visualization and interpretation. The study performed a rigorous bibliometric assessment of HRA using the bibliometric R-package and VOS viewer.

The findings based on the literature survey, and bibliometric analysis, reveal the path-breaking articles, the prominent authors, most contributing institutions and countries that have contributed to the HRA scholarship. The results show that the number of publications has significantly increased from 2015 onwards, reaching a maximum of 101 journals in 2021. The USA, China, India, Canada and the United Kingdom were the most productive countries in terms of the total number of publications. Human Resource Management Journal, Human Resource Management, International Journal of Manpower, and Journal of Organizational Effectiveness-People and Performance are the top four academic outlets in the field of HRA. Additionally, the study identifies four clusters of HRA research and the knowledge gaps in HRA scholarship.

The present study is based on the articles retrieved from the WoS. The study underpins HRA research to understand the trends and presents a structured account. However, the study is not free from limitations. It is recommended that future research could be undertaken by combining WoS and Scopus databases to have a more detailed and comprehensive view. This study indicates that the field is still in its infancy stage. Hence, there is a need for more arduous research on the topic to help develop a better understanding of this field.

The findings of knowledge clusters will drive future researchers to augment the field. The evolution of the four clusters and their subsequent development will fill the gaps in the literature. This study enriches the HRA literature and the findings of this study may assist academicians, researchers and managers in furthering their research in the identified research clusters

This paper offers a theoretical explanation to a positive story of a micro enterprise found in Uganda, an African developing country that has successfully managed workplace relationships, its survival and good performance. Specifically, the paper examines multiple theories to explain the practice in this enterprise.

The study uses storytelling, a form of narrative inquiry embedded in qualitative methodology. Based on in-depth interviews with the owner-manager and employees, a story was developed detailing their practical experience while focusing on the context, actions, results and lessons.

Findings reveal that micro enterprises that allow free generation of ideas across all levels with optimistic people who reciprocate and work together create a friendly work atmosphere with support for one another, with the ability to amicably resolve conflicts and build trust. More so, theories including social exchange theory, relational cohesion theory, complex adaptive systems theory and cultural historical activity theory help explain the manifestations of relational people management in micro enterprises.

This paper is unique in its use of a positive story showing a practical experience of how workplace relationships are managed in a micro enterprise found in Uganda. In addition, a multi-theoretical perspective is used to explain the manifestations in the story which may be novel in the study context. Thus, a conceptual model is proposed depicting generalized reciprocity, positive emotions, generative leadership and relational agency as antecedents of relational people management with relational agency again mediating the other relationships.

The purpose of this study is to examine the effect of service failure severity on brand forgiveness and to investigate the moderating effects of interpersonal attachment styles and thinking styles on the service failure severity–brand forgiveness relationship.

The authors used retrospective experience sampling to collect the data and structural equation modeling (AMOS 24) to analyze 570 responses collected via an online survey.

This study shows that the service failure severity–brand forgiveness relationship is not always negative, as different conditions may amplify or weaken it. Specifically, a secure attachment style and holistic thinking weaken the negative impact of service failure severity on brand forgiveness, whereas an anxious attachment style and analytic thinking negatively amplify the relationship. An avoidance attachment style did not appear to play a role.

This study should help hotels fine-tune their segmentation, targeting and positioning efforts and may also help in implementing more focused recovery strategies.

This study provides insights into the role of psychological traits in amplifying/reducing the negative impact of service failure severity on brand forgiveness, thus showing the importance of developing the psychological profiles of customers beyond demographic profiling. The emotional and cognitive typologies of consumers are key to understanding the dependence of forgiveness on service failure severity.

We examine how authorities' use of fair decision-making procedures and power benevolently shape workers' impressions of them as competent and warm, which serve as a mechanism whereby authorities' behaviors shape workers' emotional responses. We investigate how the role of these impressions differs depending on authority gender and consider whether emotional responses differ for male and female subordinates.

We conducted a between-subjects experimental vignette study in which we manipulate an authority's behaviors and gender. We use multigroup mediation analysis to test our predictions.

Authorities who employ procedural justice and benevolent power elicit reports of heightened positive emotion experiences and intended displays and reports of reduced negative emotion experiences and intended displays. These behaviors also enhance views of authorities as competent and warm. The mediating role of impressions differs by authority gender. Authority behaviors prompt reports of positive emotions through conveying impressions that align with authorities' gender stereotypes (competence for men, warmth for women). In contrast, warmth impressions mediate effects of behaviors on reported negative emotions when authorities are men, whereas when authorities are women, benevolent power use directly reduces reported negative experience, and procedural justice reduces negative display. Female respondents are more likely to report positive emotion experience and display toward male authorities and negative display toward female authorities.

By examining competence and warmth impressions as mechanisms, we gain insight into how the process by which authority behaviors affect worker emotions is gendered and shed light on micro-level dynamics contributing to gender inequality at work.

The purpose of this theoretical chapter is to rework a promising but limited theory of the foundations of reciprocity. Reciprocity is often attributed to an “internalized norm of reciprocity” – a deeply felt moral obligation to help those who have helped us in the past. Leifer's theory of local action develops a radically different and compelling foundation for reciprocity – one in which the impetus for reciprocity is a thinly veiled battle for status. We rework the theory to offer a new one that addresses its limitations. The key idea is that the impetus for reciprocity is the desire to signal that one intends to create joint value rather than to capture it from the counterparty.

Our analytical approach rests on close examination of a puzzling and underrecognized feature of social exchange: people who initiate social exchange routinely deny giving anything of value (“it was nothing”) while the receiver inflates their indebtedness to the giver (“this is too much!”). We refer to this negotiation strategy as reverse bargaining and use it as a window into the logic of social exchange.

We develop a more general theory of how people manage the threat of opportunism in social exchange that subsumes local action theory. The key insight is that people who initiate social exchange and seek reciprocity must balance two competing objectives: to ensure that the person receiving a benefit recognizes a debt she must repay; and to mitigate the receiver's suspicion that the giver's ulterior motive is to capture value from the receiver.

This chapter offers a comprehensive review the literature on authentic leadership (AL). The authors employ a bibliometric approach to identify, classify, visualise and synthesise relevant scholarly publications and the work of a core group of interdisciplinary scholars who are key contributors to the research on AL. They review 264 journal articles, adopting a clustering technique to assess the central themes of AL scholarship. They identify five distinct thematic clusters: authenticity in the context of leadership; structure of AL; social perspectives on AL; dynamism of AL; and value perceptions of AL. Velt and Sinkovics assert that these clusters will help scholars of AL to understand the dominant streams in the literature and provide a foundation for future research.

Using the affect theory of social exchange, this study investigates the mediating role of students' affective commitment between their personality traits (extraversion and agreeableness) and academic performance.

This research employs mixed-method study, that is exploratory text analysis using 123 responses followed by a survey of 300 responses among the management students to test the proposed model.

Results reveal a direct positive association of extraversion and agreeableness with students' affective commitment towards their academic institution. Additionally, negative indirect effects of affective commitment were found between the two personality traits and academic performance.

The study highlights both positive and negative outcomes of so-called favorable personality types of extraversion and agreeableness, thereby, building a prima facie case for promoting personality diversity in management institutions.

The purpose of this study is to examine the rostering practices and work experiences of medical scientists at four health services in the Australian public healthcare sector. There are over 16,000 medical scientists (AIHW, 2019) in Australia responsible for carrying out pathology testing to help save the lives of thousands of patients every day. However, there are systemic shortages of medical scientists largely due to erratic rostering practices and workload issues. The purpose of this paper is to integrate evidence-based human resource management (EBHRM), the LAMP model and HR analytics to enhance line manager decision-making on rostering to support the wellbeing of medical scientists.

Using a qualitative methodological approach, the authors conducted 21 semi-structured interviews with managers/directors and nine focus groups with 53 medical scientists, making a total 74 participants from four large public hospitals in Australia.

Across four health services, manual systems of rostering and management decisions do not meet the requirements of the enterprise agreement (EA) and impact negatively on the wellbeing of medical scientists in pathology services. The authors found no evidence of the systematic approach of the organisations and line managers to implement the LAMP model to understand the root causes of rostering challenges and negative impact on employees. Moreover, there was no evidence of sophisticated use of HR analytics or EBHRM to support line managers' decision-making regarding mitigation of rostering related challenges such as absenteeism and employee turnover.

The authors contribute to HRM theory by integrating EBHRM, the LAMP model (Boudreau and Ramstad, 2007) and HR analytics to inform line management decision-making. The authors advance understandings of how EBHRM incorporating the LAMP model and HR analytics can provide a systematic and robust process for line managers to make informed decisions underpinned by data.