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296963

Discriminant analysis of social capital in one of the graduate's villages التحليل التمييزي لرأس المال الاجتماعي بإحدى قرى الخريجين

Article

Last updated: 05 Jan 2025

Subjects

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Tags

Agriculture and rural economy interactions

Abstract

This research aimed to characterize and measure the level of social capital in the study area, identify the nature of the relationship between the level of social capital and its determinants in the study area, also identify the differences between the categories of respondents according to the level of social capital in the study area, as well as classify the level of social capital of the respondents in the study area into three levels (low, medium, high), using discriminant analysis, knowing which of the factors and determinants taken in the study significantly affect the classification, and which of them do not significantly affect the classification.
The study was conducted in the village of Sayedna Ayoub, one of the Banjer Asoukar villages. The sample consisted of 136 individuals, which is 40% of the total number of households in the village. Data was collected through personal interviews. More than one statistical method was used in analyzing the data of this study to achieve its objectives and test its hypotheses. Descriptive and analytical statistical methods, such as Discriminant analysis and Ancova, were used.
The most important results were:
-          There is a statistically significant correlation at the probability level 0.01, between the dependent variable (the level of social capital) and its determinants in the study area.
-          Discriminant functions were obtained that reflect the classification of the level of social capital in the study area. The proposed model correctly classified the members of the studied sample at a rate of 94.1%. There is a significant effect of the proposed model on the classification of the level of social capital.
-          The rank of the percentage contribution of each predictor variable (in the first discriminant function) in explaining the variation in discriminating and classifying groups for the level of social capital is as follows: the degree of life obstacles and pressures is 76.9%, followed by the degree of religiousness at 74.8%, then occupation at 60.9%, education level at 56.7%, degree of belonging to the local community at 49%, family size at 38.6%, age of the respondent at 31.8%, environmental behavior at 25.4%, degree of social adaptation at 23.5%, motivation to participate at 23.3%, degree of individual volunteerism at 21.1%, degree of geographical openness at 20%, satisfaction with local community services at 18.3%, standard of living per living unit at 17.8%, marital status at 7.8%, trend towards agricultural work at 5.6%, and finally, degree of cultural openness at 3.7%.

DOI

10.21608/jalexu.2023.206306.1134

Keywords

Discriminant Analysis, Social Capital, graduate's villages, ANCOVA

Authors

First Name

Kareem

Last Name

Abdelkader Ahmed

MiddleName

Ragab

Affiliation

Dept. of Social Studies – Socio-Economic Division – Desert Research Center

Email

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City

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Orcid

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First Name

Ali

Last Name

Abd Elrazek

MiddleName

Hussien

Affiliation

Dept. of Rural Development – Faculty of Agriculture – Alexandria University

Email

alihussien1@hotmail.com

City

-

Orcid

-

Volume

28

Article Issue

2

Related Issue

40667

Issue Date

2023-06-01

Receive Date

2023-04-12

Publish Date

2023-06-30

Page Start

296

Page End

341

Print ISSN

1110-5585

Online ISSN

2785-9525

Link

https://jalexu.journals.ekb.eg/article_296963.html

Detail API

https://jalexu.journals.ekb.eg/service?article_code=296963

Order

4

Type

Research papers

Type Code

1,789

Publication Type

Journal

Publication Title

Journal of the Advances in Agricultural Researches

Publication Link

https://jalexu.journals.ekb.eg/

MainTitle

Discriminant analysis of social capital in one of the graduate's villages التحليل التمييزي لرأس المال الاجتماعي بإحدى قرى الخريجين

Details

Type

Article

Created At

28 Dec 2024