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Advances in material agency driven by artificial intelligence (AI) have facilitated breakthroughs in material adaptivity enabling smart objects to autonomously provide individualized smart services, which makes smart objects act as social actors embedded in the real world. However, little is known about how material adaptivity fosters the infusion use of smart objects to maximize the value of smart services in customers' lives. This study examines the underlying mechanism of material adaptivity (task and social adaptivity) on AI infusion use, drawing on the theoretical lens of social embeddedness.

This study adopted partial least squares structural equation modeling (PLS-SEM), mediating tests, path comparison tests and polynomial modeling to analyze the proposed research model and hypotheses.

The results supported the proposed research model and hypotheses, except for the hypothesis of the comparative effects on infusion use. Besides, the results of mediating tests suggested the different roles of social embeddedness in the impacts of task and social adaptivity on infusion use. The post hoc analysis based on polynomial modeling provided a possible explanation for the unsupported hypothesis, suggesting the nonlinear differences in the underlying influencing mechanisms of instrumental and relational embeddedness on infusion use.

The formation mechanisms of AI infusion use based on material adaptivity and social embeddedness help to develop the business strategies that enable smart objects as social actors to exert a key role in users' daily lives, in turn realizing the social and economic value of AI.

This study advances the theoretical research on material adaptivity, updates the information system (IS) research on infusion use and identifies the bridging role of social embeddedness of smart objects as agentic social actors in the AI context.

The purpose of this paper is to examine the relationship of perceived transformative human resource (HR) practices and employee task performance. Drawing on evidence-based approach, the transformative HR practices intend to transform employees’ behavior to cope with organizational change. This study intends to answer how does the perceived transformative HR practices influence employees’ behavioral capability to enhance their task performance. This investigation proposes that the perceived transformative HR practices positively affect employees task performance, however, employee adaptivity mediates the relationship between them.

The authors used a random sample of 224 employees, from a large high-tech company in China, to test the hypotheses. Exploratory and confirmatory factor analyses were conducted to determine the perceived transformative HR practices in the context of a high-tech firm. The authors performed multiple linear regression analysis to examine the proposed model.

The results of this study indicate that the perceived transformative HR practices positively influence employee adaptivity and task performance. Furthermore, employee adaptivity mediates the relationship between the perceived transformative HR practices and employee task performance. Therefore, employee adaptivity illuminates and explains the underlying mechanism of how the perceived transformative HR practices lead to employee task performance.

Data collected from single firm may limit the generalizability of the findings and cross-sectional research design may raise the concern of common method bias. Future studies should test and validate the operationalization of the perceived transformative HR practices in different research contexts and with larger sample size. Organizations should design and implement transformative HR practices to cope with change. Furthermore, organizational managers should encourage and facilitate employee adaptivity to achieve better performance.

This study contributes to change management and the HR literature by identifying and operationalizing the perceived transformative HR practices as a predictor of employee adaptivity and task performance. Through the underlying mechanism of employee adaptivity between the perceived transformative HR practices and employee task performance, this study provides a new perspective to look at the HR-performance relationship in the change process.

Prior research indicates that empowering leadership has simultaneous contradictory effects on work performance. This study aimed to explore contradictory mechanisms through which empowering leadership is related to work role performance behaviors.

The sample was composed of 274 professionals from five IT companies located in the Baltic area. OLS regression analyses were performed using MEDCURVE for SPSS 23.0.

Empowering leadership is positively related to work role performance behaviors; additionally, perceived uncertainty mediates the relationship between empowering leadership and work role performance behaviors, with the relationship between empowering leadership and uncertainty having a curvilinear U-shape (concave upward). That is, although empowering leadership is positively related to work role performance, the relationship between empowering leadership and work role performance though uncertainty becomes non-significant at high levels of empowering leadership.

This is one of the first studies to demonstrate that empowering leadership is related to work performance through simultaneous compensatory mechanisms. Moreover, this study provides evidence about the curvilinear relationship between empowering leadership and performance through uncertainty (previously unknown).

The purpose of this present study is to extend previous research on self‐leadership by investigating the relationship between self‐leadership and work role performance of team members, including individual task and team member proficiency, adaptivity, and proactivity. Moreover, it aims to examine the moderating role of collectivism.

Organizational team members' self‐ratings of self‐leadership and six work role performance dimensions (i.e. individual task and team member proficiency, adaptivity, and proactivity, respectively) were collected in a cross‐sectional study and were analyzed using partial least squares modeling.

Results indicate positive relationships between self‐leadership and proficiency, adaptivity and proactivity directed both at the individual task and the team. Results also suggest that collectivism moderated the relation between self‐leadership and team member proficiency.

Managerial implications for personnel selection, leadership, training, and organizational development efforts are provided.

Previous research is extended by providing first evidence of self‐leadership's relationship with a differentiated set of individual task and team member work roles including adaptive and proactive performance aspects.

The paper aims to establish the relationship between leader member exchange (LMX) relationship and work role performance through the dynamic process of employee engagement. The study outlines why and how leadership is important for employee engagement and effective work role performance. Adopting a survey based research design, a sample of 198 Indian working managers at different levels including various sectors has supported our hypotheses that employee engagement mediates the relations between LMX and work role performance. It provides empirical insights about how employee engagement process influences the LMX and work role performance relationships. The results also suggest that high quality relationship of employees with their leaders is positively related to employee engagement and their work role performance.

This paper aims to examine how servant leaders play an essential role in employee work role performance by assessing the mediating role of knowledge sharing and psychological empowerment.

Data was collected from a sample of 583 employees working in a public sector organization in India. Structural equation modeling has been used to test the proposed model.

The results contribute to new knowledge that servant leadership has a positive link to work role performance. Findings demonstrate that this relationship was partially mediated by knowledge sharing and psychological empowerment. Knowledge sharing has a positive and significant effect on psychological empowerment. Theoretical and practical implications are provided.

By identifying servant leadership as a determinant of knowledge-sharing behavior and psychological empowerment, this paper significantly supplements current research on the process through which leadership influences individual behavior and motivation toward work performance.

The purpose of this study was to determine the roles of employee proficiency, adaptivity and proactivity in predicting different aspects of internal service.

Managers evaluated 142 professional employees on proficiency, adaptivity and proactivity and about six weeks later 2–3 internal customers evaluated each of the employees on dimensions of internal service, namely reliability (i.e. performing dependably and accurately), assurance (i.e. knowledge, courtesy, and the ability to inspire trust and confidence), responsiveness (i.e. willingness to help customers and provide prompt service) and empathy (i.e. caring and providing individualized attention).

Employee proficiency and proactivity were the main predictors of delivering reliable services. Employee proficiency was the main predictor for creating a sense of assurance. Employee adaptivity was the main predictor of being viewed as responsive. Employee proactivity was the main predictor for establishing a sense of empathy.

In a given situation, some aspects of internal service will be more important than others. The results will enable organizations to improve internal service in a more effective and efficient manner by developing interventions that are targeted at the specific dimension of interest.

The authors identified the types of employee behaviors that are likely to be most effective in impacting different aspects of internal service.

This study aims to investigate how the individual-focused transformational leadership effect of transformational leadership impacts the team member’s individual work performance through the intermediary mechanisms of work engagement and regulatory focus.

A moderated mediation model was analyzed through PLS-SEM by using a sample of 462 team members across diverse work teams in Sri Lankan organizations.

Results revealed that individual-focused transformational leadership positively impacts the team member’s individual work performance through the mediation of the team member’s work engagement. The direct relationship between individual-focused transformational leadership and the team member’s work engagement was found to be positively moderated by the team member’s promotion regulatory focus.

This paper demonstrates implications for team designing and leadership development and highlights the importance of team leaders utilizing individual-focused transformational leadership to gain improved work performance from each team member.

This study provides empirical evidence for the mediating role of work engagement and the moderating role of promotion regulatory focus in deriving the team member’s work performance, which contributes to constructing a more refined profile of individual-focused transformational leadership.

The purpose of the study was to explore the moderating role of organizational learning culture in the relationship between training transfer and work performance.

A convenience group of 164 workers filled in an online questionnaire based on retrospective data about the last training experience they attended. Participants were 87 workers who attended an online course within the last six months. A moderated path analysis was tested to highlight the moderating role of learning culture in the relationships between training transfer and three dimensions of work performance (i.e. proficiency, adaptivity and proactivity), controlling for gender, age, training contents and length.

Training transfer and learning culture were positively related to each dimension of work performance. Learning culture showed a significant moderation effect in the relationship between training transfer and each dimension of work performance, namely proficiency, adaptivity and proactivity.

The study highlighted the role of organizational learning culture in influencing the process of training transfer: culture was proved to be associated not only with proficiency, adaptivity and proactivity but also to contribute creating the positive conditions that may allow training transfer.

The purpose of this paper is to offer an autonomous motivation perspective to explore the relationship between perceived overqualification and adaptive work behavior and examine job autonomy as a factor that may moderate the association.

The hypotheses were tested in two culturally, demographically, and functionally diverse samples: sample 1 was based on North American community college employees (n=215); sample 2 was based on full-time workers, employed in a Chinese state-owned enterprise specializing in shipping (n=148).

In study 1, perceived overqualification was negatively related to self-rated adaptive behavior. A follow-up study 2 extended these findings by demonstrating that perceived overqualification was negatively related to supervisor-rated adaptive work behavior when job autonomy was low, rather than high.

The results of this research offer an autonomous motivation perspective to explain why perceived overqualification relates to adaptive behavior and suggests a job design approach to encourage adaptive behaviors of people who feel overqualified – a sizable segment of the current workforce.

This is one of the first studies to explore adaptive behavior of workers who feel overqualified – an outcome that has not been examined in this domain. The findings further point out what can be done to encourage adaptive behaviors among overqualified employees.