Binary logistic regression to measure the impact of social support to ability for encounter problems (an applied study on the employees of princess Noura bint Abdul Rahman university)
This study aims to try to identify the extent to which the dual logistic regression model can be used to measure the impact of social support for individuals on the ability to face problems to verify the validity of the research hypotheses or not, taking into account the types of social support acco...
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Research, Enlightment, Findings Accelerated Applications Development ( REFAAD)
2020-12-01
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Online Access: | https://www.refaad.com/Files/GJEB/GJEB-9-3-17.pdf |
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doaj-a4a9dffa7cb1495987bf01d7923d9ab72020-12-28T18:07:53ZaraResearch, Enlightment, Findings Accelerated Applications Development ( REFAAD)Global Journal of Economics and Business2519-92852519-92932020-12-019370671610.31559/GJEB2020.9.3.17Binary logistic regression to measure the impact of social support to ability for encounter problems (an applied study on the employees of princess Noura bint Abdul Rahman university)Karima Ahmed El Sayed0Inas Abu Bakr Helal 1Assistant Professor in the Department of Business Administration, Faculty of Management & Business Administration Princess Noura Bint Abdul Rahman University, KSA Teacher in the Department of Statistics, Faculty of Commerce, Al-Azhar University, Egyptian Assistant Professor in the Department of Special Education, Faculty of Education, Princess Noura Bint Abdul Rahman University, KSAThis study aims to try to identify the extent to which the dual logistic regression model can be used to measure the impact of social support for individuals on the ability to face problems to verify the validity of the research hypotheses or not, taking into account the types of social support according to the research hypotheses Family support, support for friends, information support and performance support (finance, work, interaction between others), where a questionnaire was prepared to serve the purposes of the research and distributed to a sample of 814 employees of Princess Noura bint Abdul Rahman who are over the age of 18, Among the most important results reached is that the use of logistic regression to represent the impact of social support on the ability to face problems was successful and highly efficient, as the results of the research showed that the explanation variance in the logistic regression model in the impact of social support on the ability of people to face problems 76% which is an very good ratio Also, all the results of the statistical tests of the model of the effect of support on the ability of the sample members to face problems give very good results, as all the results were in agreement with the research hypotheses that were established.https://www.refaad.com/Files/GJEB/GJEB-9-3-17.pdfsocial supportbinary logistic regressionencounter the problemsodd ratiowald statisticmaximum likelihoodgoodness of fit |
collection |
DOAJ |
language |
Arabic |
format |
Article |
sources |
DOAJ |
author |
Karima Ahmed El Sayed Inas Abu Bakr Helal |
spellingShingle |
Karima Ahmed El Sayed Inas Abu Bakr Helal Binary logistic regression to measure the impact of social support to ability for encounter problems (an applied study on the employees of princess Noura bint Abdul Rahman university) Global Journal of Economics and Business social support binary logistic regression encounter the problems odd ratio wald statistic maximum likelihood goodness of fit |
author_facet |
Karima Ahmed El Sayed Inas Abu Bakr Helal |
author_sort |
Karima Ahmed El Sayed |
title |
Binary logistic regression to measure the impact of social support to ability for encounter problems (an applied study on the employees of princess Noura bint Abdul Rahman university) |
title_short |
Binary logistic regression to measure the impact of social support to ability for encounter problems (an applied study on the employees of princess Noura bint Abdul Rahman university) |
title_full |
Binary logistic regression to measure the impact of social support to ability for encounter problems (an applied study on the employees of princess Noura bint Abdul Rahman university) |
title_fullStr |
Binary logistic regression to measure the impact of social support to ability for encounter problems (an applied study on the employees of princess Noura bint Abdul Rahman university) |
title_full_unstemmed |
Binary logistic regression to measure the impact of social support to ability for encounter problems (an applied study on the employees of princess Noura bint Abdul Rahman university) |
title_sort |
binary logistic regression to measure the impact of social support to ability for encounter problems (an applied study on the employees of princess noura bint abdul rahman university) |
publisher |
Research, Enlightment, Findings Accelerated Applications Development ( REFAAD) |
series |
Global Journal of Economics and Business |
issn |
2519-9285 2519-9293 |
publishDate |
2020-12-01 |
description |
This study aims to try to identify the extent to which the dual logistic regression model can be used to measure the impact of social support for individuals on the ability to face problems to verify the validity of the research hypotheses or not, taking into account the types of social support according to the research hypotheses Family support, support for friends, information support and performance support (finance, work, interaction between others), where a questionnaire was prepared to serve the purposes of the research and distributed to a sample of 814 employees of Princess Noura bint Abdul Rahman who are over the age of 18, Among the most important results reached is that the use of logistic regression to represent the impact of social support on the ability to face problems was successful and highly efficient, as the results of the research showed that the explanation variance in the logistic regression model in the impact of social support on the ability of people to face problems 76% which is an very good ratio Also, all the results of the statistical tests of the model of the effect of support on the ability of the sample members to face problems give very good results, as all the results were in agreement with the research hypotheses that were established. |
topic |
social support binary logistic regression encounter the problems odd ratio wald statistic maximum likelihood goodness of fit |
url |
https://www.refaad.com/Files/GJEB/GJEB-9-3-17.pdf |
work_keys_str_mv |
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