Modeling the Significance of Motivation on Job Satisfaction and Performance Among the Academicians: The Use of Hybrid Structural Equation Modeling-Artificial Neural Network Analysis

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The competition in higher education has increased, while lecturers are involved in multiple assignments that include teaching, research and publication, consultancy, and community services. The demanding nature of academia leads to excessive work load and stress among academicians in higher education. Notably, offering the right motivational mix could lead to job satisfaction and performance. The current study aims to demonstrate the effects of extrinsic and intrinsic motivational factors influencing job satisfaction and job performance among academicians working in Malaysian private higher educational institutions (PHEIs). Cross-sectional data were collected from the Malaysian PHEIs and the randomly selected 343 samples. The data analysis was performed with the dual analysis of partial least square structural equation modeling (PLS-SEM) and artificial neural network (ANN) analysis. As a result, it was found that financial rewards, promotion, performance appraisal, classroom environment, and code of conduct significantly predicted job satisfaction. The code of conduct, autonomy, and self-efficacy strongly influenced job performance. The relationship between job satisfaction and job performance was highly moderated by self-efficacy. It was suggested from the ANN analysis that the three prominent factors influencing job satisfaction are financial rewards, performance appraisal, and code of conduct. The analysis supported three significant factors influencing job performance: self-efficacy, performance appraisal, and code of conduct. The management of PHEIs should build the correct policies to transform job satisfaction into job performance. Self-efficacy plays an essential role in activating job performance. Other significant motivating factors that promote job satisfaction and performance, such as emotional intelligence, mindfulness, and other personal traits, should be included in future studies. In addition, future research could use a mixed-method or multi-respondent approach to investigate the important variables and their impact on lecturers’ job satisfaction and performance.

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Leasing industry makes continuously progress on organizational planning and personal training, and promotes increasingly on quality and efficiency, and grows up obviously in economical scope. Whether the influence of organizational innovation to leasing industry employees has react with job performance is the second purpose to this study. In order to accommodate to the development of the world, leasing industry is going along internationally. Whether the influence of organizational commit to leasing industry employees has react with job performance is the third purpose to this study. Whether the influence of job satisfaction to leasing industry employees has react with job performance is the fourth purpose to this study. In leasing industry, whether the difference of personal characteristics has react with job performance is the fifth purpose to this study. Integrating literature reviews of this study, leadership style has positive relation with different aspects in different industries and environment. This study adopts the view of Bass(1985), and discusses the relationship of leadership style and job performance in leasing industry. Organizational commit has positive relationship with job performance in different enterprises, this study integrates literature views to discuss the relationship of organizational commit and job performance. In many different researches, we can find that organizational innovation has positive relationship with different aspects, so this study wishes to discuss the relationship of organization innovation and job performance. In many literature reviews, job satisfaction plays an important role between individual and organization, this study wishes to discuss the relationship with job satisfaction and job performance. 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  • Cite Count Icon 40
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This study investigates the mediating role of job satisfaction in the relationship between quality of work life, organizational commitment and job performance among nurses - a population often overlooked in mediation-based research models. By simultaneously examining two critical outcomes (organizational commitment and job performance), this study proposes a novel framework that integrates quality of work life and job satisfaction into a unified model of occupational well-being and performance. A cross-sectional survey was conducted with 401 nurses employed at a large healthcare campus. Data were analysed using a two-stage mediation model to evaluate both direct and indirect relationships. In the first stage, the direct effects of quality of work life on organizational commitment and job performance were assessed. In the second stage, the mediating role of job satisfaction was tested using bootstrapped confidence intervals. Findings revealed that job satisfaction fully mediates the relationship between quality of work life and organizational commitment, and partially mediates the relationship between quality of work life and job performance. These results suggest that improvements in nurses' quality of work life enhance organizational commitment and job performance primarily through increased job satisfaction. This study highlights the importance of healthcare administrators and policymakers prioritizing initiatives aimed at improving workplace conditions such as fair compensation, professional support and a positive work environment. Enhancing these factors can promote greater job satisfaction, organizational commitment and performance among nurses, thereby contributing to the overall sustainability and effectiveness of healthcare systems. While previous studies have typically examined the relationships among quality of work life, job satisfaction, organizational commitment and job performance independently or in isolated pairs, this study makes a novel contribution by positioning job satisfaction as a central mediating mechanism within a comprehensive model. Uniquely, the model simultaneously tests two critical outcomes-organizational commitment and job performance - within a single analytical framework. Moreover, by focusing on nurses - an occupational group often underrepresented in mediation-based occupational research - the study enhances its relevance and addresses a significant gap in the literature. By empirically demonstrating how improvements in quality of work life, via job satisfaction, lead to tangible organizational outcomes, the study offers new insights with direct implications for healthcare management and policy development.

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  • Cite Count Icon 106
  • 10.1108/cms-09-2011-0079
Personality traits and simultaneous reciprocal influences between job performance and job satisfaction
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  • Chinese Management Studies
  • Cheng-Liang Yang + 1 more

Purpose– This paper aims to test the relationships among three important variables in the management of Chinese employees: personality trait, job performance and job satisfaction. A causal model is developed to hypothesize how personality trait affects job performance and satisfaction and how job performance and satisfaction simultaneously affect each other.Design/methodology/approach– The survey was conducted from October to November 2009. In total, 414 questionnaires were distributed and 392 were returned. Using data collected, the theoretical model is empirically validated. Structural equation modelling using LISREL 8.8 is used to test the causal model.Findings– Job performance and job satisfaction have a bilateral relationship that is simultaneously influential. All Big Five personality traits significantly influence job performance, with agreeableness showing the greatest effect, followed by extraversion. Extraversion is the only personality trait that shows a significant influence over job satisfaction.Originality/value– This study contributes to the literature by clarifying the inconsistent findings of causal relationship between job performance and job satisfaction in previous studies. Another contribution is testing the effect of personality traits on job performance and job satisfaction in a simultaneous reciprocal model. A hybrid theory of expectance and equity is advanced in this study to explain the results.

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