Year 2017, Volume 7 , Issue 2, Pages 117 - 122 2017-06-01

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

Ng Chun Won [1] , Chong Yen Wan [2] , Mohmad Yazam Sharif [3]


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.
Organizational Effectiveness, Social Welfare Organization, Data Screening, Preliminary Analysis
Other ID JA89HK33JF
Journal Section Research Article
Authors

Author: Ng Chun Won

Author: Chong Yen Wan

Author: Mohmad Yazam Sharif

Dates

Publication Date : June 1, 2017

Bibtex @ { irmm355802, journal = {International Review of Management and Marketing}, issn = {}, eissn = {2146-4405}, address = {irmm@econjournals.com}, publisher = {İlhan ÖZTÜRK}, year = {2017}, volume = {7}, pages = {117 - 122}, doi = {}, title = {Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis}, key = {cite}, author = {Won, Ng Chun and Wan, Chong Yen and Sharif, Mohmad Yazam} }
APA Won, N , Wan, C , Sharif, M . (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 . Retrieved from https://dergipark.org.tr/en/pub/irmm/issue/32104/355802
MLA Won, N , Wan, C , Sharif, M . "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 (2017 ): 117-122 <https://dergipark.org.tr/en/pub/irmm/issue/32104/355802>
Chicago Won, N , Wan, C , Sharif, M . "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 (2017 ): 117-122
RIS TY - JOUR T1 - Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis AU - Ng Chun Won , Chong Yen Wan , Mohmad Yazam Sharif Y1 - 2017 PY - 2017 N1 - DO - T2 - International Review of Management and Marketing JF - Journal JO - JOR SP - 117 EP - 122 VL - 7 IS - 2 SN - -2146-4405 M3 - UR - Y2 - 2019 ER -
EndNote %0 International Review of Management and Marketing Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis %A Ng Chun Won , Chong Yen Wan , Mohmad Yazam Sharif %T Effect of Leadership Styles, Social Capital, and Social Entrepreneurship on Organizational Effectiveness of Social Welfare Organization in Malaysia: Data Screening and Preliminary Analysis %D 2017 %J International Review of Management and Marketing %P -2146-4405 %V 7 %N 2 %R %U
ISNAD Won, Ng Chun , Wan, Chong Yen , Sharif, Mohmad Yazam . "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 .
AMA Won N , Wan C , Sharif M . 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): 117-122.
Vancouver Won N , Wan C , Sharif M . 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. 2017; 7(2): 122-117.