This research highlights a contextual application for Big Data within a HR case study setting. This is achieved through the development of a normative conceptual model that seeks to envelop employee behaviours and attitudes in the context of organisational change readiness. This empirical application considers a data sample from a large public sector organization and through applying Structural EquationModelling (SEM) identifies salary, job promotion, organizational loyalty and organizational identity influences on employee job satisfaction (suggesting and mediating employee readiness for organizational change). However in considering this specific context, the authors highlight how, where and why such a normative approach to employee factors may be limited and thus, proposes through a framework which brings together Big Data principles, implementation approaches and management commitment requirements can be applied and harnessed more effectively in order to assess employee attitudes and behaviours as part of wider HR predictive analytics (HRPA) approaches. The researchers conclude with a discussion on these research elements and a set of practical, conceptual and management implications of the findings along with recommendations for future research in the area.

Purpose The purpose of this paper is to investigate the impact of entrepreneurial orientation and organizational culture on job satisfaction, organizational commitment and employee’s performance. Design/methodology/approach This is a quantitative approach, which is based on cross-sectional data. In total, 326 usable cases are processed to infer the results through the structural equation model. Findings The results revealed a positive and significant impact of organizational commitment, job satisfaction and organizational culture on employee’s performance. An entrepreneurial orientation has a positive and significant impact on organizational commitment. Job satisfaction is impacted by organizational commitment, while organizational culture is influenced by job satisfaction. On the other hand, entrepreneurial orientation has a non-significant impact on employee’s performance. Practical implications Employers may shape the organizational culture and boost the general level of job satisfaction of their employees. Further, the study enriches the organizational behavior literature by recognizing and empirically validating the impact of entrepreneurial orientation and organizational culture on job satisfaction, organizational commitment, and employee’s performance in the small and medium enterprises sector of Pakistan. Originality/value The findings of the current study may help in creating a better understanding of job satisfaction and delineating its association with organizational culture.

The effect of proactive environmental strategies (PES) on corporate performance has been debated extensively among academics; however, the significance of the pathway of those strategies—internal green integration (IGI) through greening the supplier (GTS) and environmental collaboration with suppliers (ECS)—remains undecided. This study examines environmental performance (EP) through GTS, IGI, and ECS. It also examines the direct link between PES and IGI. A conceptual framework was designed following a rigorous review of the literature. A survey questionnaire was used to collect cross‐sectional data from a random sample of manufacturing firms, obtaining 196 usable samples. Using AMOS, the structural equal modeling found a positive and significant impact of PES on IGI. Significant predictors of EP were GTS, IGI, and ECS. The findings of the study can provide managers with guidelines for dealing with business and environmental concerns. They can also contribute to creating strategies for environmental protection and management and reducing adverse effects on the environment. Finally, by examining the direct links between GTS, ECS, and EP, particularly in a developing context, the study may contribute to the literature of environmental policy.

Purpose Nowadays, entrepreneurship is regarded as an indispensable means for economic development. In this regard, promoting entrepreneurship is a necessity for every economy. The purpose of this paper is to identify factors that may influence students’ entrepreneurial intentions. Design/methodology/approach The conceptual framework underlying this study is the theory of planned behavior, and the study proposes a descriptive methodology in which cross-sectional data are randomly collected from the different public sector universities of Pakistan. A survey questionnaire was used as a means for data collection. The respondents were bachelor’s as well as master’s degree students who are pursuing degrees in entrepreneurship or education. After cleaning the data, 385 usable answers were analyzed. The response rate was 60 percent. Statistical Package for Social Sciences version 21.0 was used for data analysis. Findings The results of Pearson’s correlation and multiple regression analysis showed that attitudes toward behavior and subjective norms have a positive and significant relationship with entrepreneurial intention. On the other hand, perceived behavioral control has no significant relationship with entrepreneurial intention. Originality/value Such a study may provide useful insights into the state of entrepreneurship education for policy makers and planners in universities as well as in government, regarding the younger generation, particularly, to reduce the burden of graduate unemployment.