Tag Archives: Path Analysis

Path Analysis of Innovative Management Practices and Secondary School System Effectiveness in Cross River State, Nigeria (Published)

This study used a path analytic approach to examine the composite interaction of supervisory and records management with secondary school system effectiveness in terms of students’ academic performance, teachers’ job effectiveness and principals’ administrative effectiveness. Two research questions were answered while one null hypothesis was tested. The study adopted a factorial research design. Convenience sampling technique was adopted by the researchers in selecting a sample of 1,200 respondents which comprised 271 principals and 929 teachers from a population of 271 principals, and 4,878 teachers. Principal Innovative Management Practices and Administrative Effectiveness Questionnaire (PIMPAEQ), Teachers work effectiveness questionnaire (TWEQ), and Students Mathematics Achievement Test (SMAT) were all used as instruments for data collection. Collected data were analyzed using descriptive statistics, the research questions and null hypothesis were answered and tested (at .05 level of significance) respectively using multiple regression and path analyses with the aid of SPSS v25 and Amos v22. Findings from the study established amongst others that; supervisory management and records management practices have a significant joint contribution to students’ academic performance by 66.4%, teachers’ job effectiveness by 71%, and principals’ administrative effectiveness by 86.8%. Supervisory management and records management practices had a significant influence on students’ academic performance (F= 1183.641, p<.05), teachers’ job effectiveness (F= 1465.615, p<.05), and principals’ administrative effectiveness (F=3924.763, p<.05). It was recommended amongst others that; secondary school principals should jointly use supervisory and records management practices as innovative techniques for improving students’ academic performance, teachers’ job effectiveness and their own administrative effectiveness.

Keywords: Administrative effectiveness, Innovative management, Path Analysis, Records Management, School system, Supervisory management

Predictors of Organizational Resilience: A Path Analysis (Published)

This study examines the relationship between organizational resilience and the following predictors: openness, trust, authenticity, and proaction. The predictors were derived from Flach’s (1988), Weick’s (1993), and Malak’s (1998) sources of organizational resilience. The rationale for this study is based on the overwhelming support from the literature that organizations must become resilient if they hope to survive environmental turbulence (see Doe, 1994; Horne, 1997; Lengnick-Hall & Beck, 2009; Kerr, 2016; Livingstone, 2016). To achieve the objectives of the study, data was collected from employees of higher education institutions in the Philippines. Of the 779 instruments distributed, only 267 instruments were used due to incomplete instruments, outliers, normality, and other considerations. A path analysis was used to deduce whether the hypothetical model developed from the literature represents the reality. The results suggest that openness, trust, authenticity, and proaction explain 47% of the variation in organizational resilience. Further, evidence also suggest that proaction has the highest effect on organizational resilience although it was highly influenced by trust. Finally, a predictive model (structural equation model) which was different from the hypothesized model was achieved in terms of model fit and significant relationships. A major contribution of this study is the pinpointing of the substance of organizational resilience—that reservoir of vulnerability that is grown by an organization through trust—rather than defining it by what organizations are able to do because it has resilience—bouncing back from or absorbing adverse consequences. This paper discusses the results of the study, the implications for managers, and the recommendations for further research

Keywords: Authenticity, Organizational Resilience, Path Analysis, Proaction, Trust, openness

Decision Model for Suspension or Withdrawal of College Students in Taiwan: Verification of Model (Published)

The present study verified the decision model proposed by Hung et al. (2016) of college students applying for suspension/withdrawal from school in Taiwan based on empirical data. The present study employed path analysis and the chi square test to verify the decision model. The results indicated the decision model accurately reflects the actual situation in current Taiwan.

Keywords: Path Analysis, Suspension, Verify model, Withdrawal