The use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, Malaysia

An effective source of financing plays a role among micro enterprises because it can help micro-enterprises survive, function, and grow in their business. This shows that the type of financing resources needed to drive the productivity growth of micro-enterprises to build and promote the rural fin...

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Main Authors: Muhammad Ammar Shafi, Muhammad Ammar Shafi, Abdul Razak, Mohd Farhan, Zulkipli, Hafizah, Ismail, Shuhaida, Ahmad, Nurazwa, Muhamad Nasir, Muhamad Nasyat, Zakaria, Aliya Syaffa
Format: Conference or Workshop Item
Language:English
Published: 2024
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Online Access:http://eprints.uthm.edu.my/11962/1/The%20use%20of%20multinomial.pdf
http://eprints.uthm.edu.my/11962/
https://doi.org/10.1063/5.0225094
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Institution: Universiti Tun Hussein Onn Malaysia
Language: English
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spelling my.uthm.eprints.119622024-11-17T07:40:54Z http://eprints.uthm.edu.my/11962/ The use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, Malaysia Muhammad Ammar Shafi, Muhammad Ammar Shafi Abdul Razak, Mohd Farhan Zulkipli, Hafizah Ismail, Shuhaida Ahmad, Nurazwa Muhamad Nasir, Muhamad Nasyat Zakaria, Aliya Syaffa T Technology (General) An effective source of financing plays a role among micro enterprises because it can help micro-enterprises survive, function, and grow in their business. This shows that the type of financing resources needed to drive the productivity growth of micro-enterprises to build and promote the rural financial system is needed to drive the overall growth of the economy in Malaysia. Microenterprises suffer from a lack of resources because small firms and involved in the start-up stage, and lenders are not interested in providing financing for this group. The problem of this study is that access to financing sources is one of the main obstacles to the development of micro-enterprises to build a successful business. The main objective of this study is to examine the probability between financing problems and entrepreneurial skills that have the highest influence on funding sources. The study respondents consisted of managers of micro-enterprises who do business in the Batu Pahat District area. The research conducted is quantitative by using questionnaire instruments for the purpose of data collection. A total of 118 people were made as respondents and the data obtained will be analyzed using the Statistical Package for Social Science (SPSS) version 23.0 software. The collected data were analyzed using descriptive analysis, correlation analysis, and binary logistic regression. The results of the study found that financing problems and entrepreneurial skills affect funding sources with a moderate degree of tendency. In addition, the results of this study also found that the probability ratio of micro-enterprises with entrepreneurial skills will have a better advantage in influencing effective funding sources. 2024-08-27 Conference or Workshop Item PeerReviewed text en http://eprints.uthm.edu.my/11962/1/The%20use%20of%20multinomial.pdf Muhammad Ammar Shafi, Muhammad Ammar Shafi and Abdul Razak, Mohd Farhan and Zulkipli, Hafizah and Ismail, Shuhaida and Ahmad, Nurazwa and Muhamad Nasir, Muhamad Nasyat and Zakaria, Aliya Syaffa (2024) The use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, Malaysia. In: AIP Conference Proceedings. https://doi.org/10.1063/5.0225094
institution Universiti Tun Hussein Onn Malaysia
building UTHM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tun Hussein Onn Malaysia
content_source UTHM Institutional Repository
url_provider http://eprints.uthm.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Muhammad Ammar Shafi, Muhammad Ammar Shafi
Abdul Razak, Mohd Farhan
Zulkipli, Hafizah
Ismail, Shuhaida
Ahmad, Nurazwa
Muhamad Nasir, Muhamad Nasyat
Zakaria, Aliya Syaffa
The use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, Malaysia
description An effective source of financing plays a role among micro enterprises because it can help micro-enterprises survive, function, and grow in their business. This shows that the type of financing resources needed to drive the productivity growth of micro-enterprises to build and promote the rural financial system is needed to drive the overall growth of the economy in Malaysia. Microenterprises suffer from a lack of resources because small firms and involved in the start-up stage, and lenders are not interested in providing financing for this group. The problem of this study is that access to financing sources is one of the main obstacles to the development of micro-enterprises to build a successful business. The main objective of this study is to examine the probability between financing problems and entrepreneurial skills that have the highest influence on funding sources. The study respondents consisted of managers of micro-enterprises who do business in the Batu Pahat District area. The research conducted is quantitative by using questionnaire instruments for the purpose of data collection. A total of 118 people were made as respondents and the data obtained will be analyzed using the Statistical Package for Social Science (SPSS) version 23.0 software. The collected data were analyzed using descriptive analysis, correlation analysis, and binary logistic regression. The results of the study found that financing problems and entrepreneurial skills affect funding sources with a moderate degree of tendency. In addition, the results of this study also found that the probability ratio of micro-enterprises with entrepreneurial skills will have a better advantage in influencing effective funding sources.
format Conference or Workshop Item
author Muhammad Ammar Shafi, Muhammad Ammar Shafi
Abdul Razak, Mohd Farhan
Zulkipli, Hafizah
Ismail, Shuhaida
Ahmad, Nurazwa
Muhamad Nasir, Muhamad Nasyat
Zakaria, Aliya Syaffa
author_facet Muhammad Ammar Shafi, Muhammad Ammar Shafi
Abdul Razak, Mohd Farhan
Zulkipli, Hafizah
Ismail, Shuhaida
Ahmad, Nurazwa
Muhamad Nasir, Muhamad Nasyat
Zakaria, Aliya Syaffa
author_sort Muhammad Ammar Shafi, Muhammad Ammar Shafi
title The use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, Malaysia
title_short The use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, Malaysia
title_full The use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, Malaysia
title_fullStr The use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, Malaysia
title_full_unstemmed The use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, Malaysia
title_sort use of a multinomial logistic regression model in analyzing micro enterprise financing sources in rural areas, malaysia
publishDate 2024
url http://eprints.uthm.edu.my/11962/1/The%20use%20of%20multinomial.pdf
http://eprints.uthm.edu.my/11962/
https://doi.org/10.1063/5.0225094
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