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Year 2017, Volume: 7 Issue: 2, 117 - 122, 01.06.2017

Abstract

Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis

Year 2017, Volume: 7 Issue: 2, 117 - 122, 01.06.2017

Abstract

The purpose of this paper is to discuss the process of screening, editing and preparation of initial data before any further multivariate analysis of the study concerning effect of leadership styles, social capital and social entrepreneurship on organizational effectiveness of social welfare organization in Malaysia. It is vital to conduct data screening to identify any potential violation of the basic assumptions related to the application of multivariate techniques. Moreover, initial data examination enables the researcher to gain a deeper understanding of the data collected. For this research, simple random sampling will be adopted as the sampling technique to draw conclusion about the entire population. Samples of 159 were selected from the total population of 271 welfare organization in Malaysia. Data screening and preliminary analysis were conducted to meet the assumptions of multivariate analysis. Thus, the study carried out non-response bias test, missing data detection and treatment, multivariate outliers detection and treatment, normality assessment, linearity assessment, common method variance assessment, multicollinearity assessment, homoscedasticity assessment and descriptive analysis. All the assessment was conducted using IBM SPSS statistical software version 21.0 (SPSS). In brief, the data found to fulfil the requirements for further multivariate analysis.

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Details

Primary Language English
Other ID JA89HK33JF
Journal Section Research Article
Authors

Ng Chun Won This is me

Chong Yen Wan This is me

Mohmad Yazam Sharif This is me

Publication Date June 1, 2017
Published in Issue Year 2017 Volume: 7 Issue: 2

Cite

APA Won, N. C., Wan, C. Y., & Sharif, M. Y. (2017). Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis. International Review of Management and Marketing, 7(2), 117-122.
AMA Won NC, Wan CY, Sharif MY. Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis. IRMM. June 2017;7(2):117-122.
Chicago Won, Ng Chun, Chong Yen Wan, and Mohmad Yazam Sharif. “Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis”. International Review of Management and Marketing 7, no. 2 (June 2017): 117-22.
EndNote Won NC, Wan CY, Sharif MY (June 1, 2017) Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis. International Review of Management and Marketing 7 2 117–122.
IEEE N. C. Won, C. Y. Wan, and M. Y. Sharif, “Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis”, IRMM, vol. 7, no. 2, pp. 117–122, 2017.
ISNAD Won, Ng Chun et al. “Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis”. International Review of Management and Marketing 7/2 (June 2017), 117-122.
JAMA Won NC, Wan CY, Sharif MY. Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis. IRMM. 2017;7:117–122.
MLA Won, Ng Chun et al. “Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis”. International Review of Management and Marketing, vol. 7, no. 2, 2017, pp. 117-22.
Vancouver Won NC, Wan CY, Sharif MY. Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis. IRMM. 2017;7(2):117-22.