Bootstrap Logistic Regression on Determining Factors Affecting the Level of Entrepreneurial Capability

The purpose of this study is to determine the factors that affect the level of entrepreneurial capability in tourism of rural area in Nagari Salayo of West Sumatra. The level of entrepreneurial capability is the response variable in this study with an ordinal scale consisting of four categories, the...

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Autores principales:	Muhammad Ridho, Dodi Devianto
Formato:	article
Lenguaje:	EN
Publicado:	Department of Mathematics, UIN Sunan Ampel Surabaya 2019
Materias:	Ordinal logistic regression; Bootstrap estimation; Entrepreneurial capability Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/bd34d98e9a8d4f0f9b813c711af4d4c1
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spelling	oai:doaj.org-article:bd34d98e9a8d4f0f9b813c711af4d4c12021-12-02T14:53:54ZBootstrap Logistic Regression on Determining Factors Affecting the Level of Entrepreneurial Capability2527-31592527-316710.15642/mantik.2019.5.1.10-18https://doaj.org/article/bd34d98e9a8d4f0f9b813c711af4d4c12019-05-01T00:00:00Zhttp://jurnalsaintek.uinsby.ac.id/index.php/mantik/article/view/518https://doaj.org/toc/2527-3159https://doaj.org/toc/2527-3167The purpose of this study is to determine the factors that affect the level of entrepreneurial capability in tourism of rural area in Nagari Salayo of West Sumatra. The level of entrepreneurial capability is the response variable in this study with an ordinal scale consisting of four categories, they are lower, middle, high, or very high. Whereas the predictor variables consist of 4 socio-demographic factor variables, they are gender, education level, age group and occupation, and also 5 entrepreneurial motivation variables. To determine the predictor variables that are significantly affecting response variables, an ordinal logistic regression with a bootstrap estimation is executed. The study’s result shows two predictor variables that affect the response variable significantly, they are the entrepreneurial motive and social motive with the hit ratio of 61,667%. With that result, the model formed by bootstrapping logistic regression is able to determine the level of entrepreneurial capability in tourism of the rural area.Muhammad RidhoDodi DeviantoDepartment of Mathematics, UIN Sunan Ampel SurabayaarticleOrdinal logistic regression; Bootstrap estimation; Entrepreneurial capabilityMathematicsQA1-939ENMantik: Jurnal Matematika, Vol 5, Iss 1, Pp 10-18 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Ordinal logistic regression; Bootstrap estimation; Entrepreneurial capability Mathematics QA1-939
spellingShingle	Ordinal logistic regression; Bootstrap estimation; Entrepreneurial capability Mathematics QA1-939 Muhammad Ridho Dodi Devianto Bootstrap Logistic Regression on Determining Factors Affecting the Level of Entrepreneurial Capability
description	The purpose of this study is to determine the factors that affect the level of entrepreneurial capability in tourism of rural area in Nagari Salayo of West Sumatra. The level of entrepreneurial capability is the response variable in this study with an ordinal scale consisting of four categories, they are lower, middle, high, or very high. Whereas the predictor variables consist of 4 socio-demographic factor variables, they are gender, education level, age group and occupation, and also 5 entrepreneurial motivation variables. To determine the predictor variables that are significantly affecting response variables, an ordinal logistic regression with a bootstrap estimation is executed. The study’s result shows two predictor variables that affect the response variable significantly, they are the entrepreneurial motive and social motive with the hit ratio of 61,667%. With that result, the model formed by bootstrapping logistic regression is able to determine the level of entrepreneurial capability in tourism of the rural area.
format	article
author	Muhammad Ridho Dodi Devianto
author_facet	Muhammad Ridho Dodi Devianto
author_sort	Muhammad Ridho
title	Bootstrap Logistic Regression on Determining Factors Affecting the Level of Entrepreneurial Capability
title_short	Bootstrap Logistic Regression on Determining Factors Affecting the Level of Entrepreneurial Capability
title_full	Bootstrap Logistic Regression on Determining Factors Affecting the Level of Entrepreneurial Capability
title_fullStr	Bootstrap Logistic Regression on Determining Factors Affecting the Level of Entrepreneurial Capability
title_full_unstemmed	Bootstrap Logistic Regression on Determining Factors Affecting the Level of Entrepreneurial Capability
title_sort	bootstrap logistic regression on determining factors affecting the level of entrepreneurial capability
publisher	Department of Mathematics, UIN Sunan Ampel Surabaya
publishDate	2019
url	https://doaj.org/article/bd34d98e9a8d4f0f9b813c711af4d4c1
work_keys_str_mv	AT muhammadridho bootstraplogisticregressionondeterminingfactorsaffectingthelevelofentrepreneurialcapability AT dodidevianto bootstraplogisticregressionondeterminingfactorsaffectingthelevelofentrepreneurialcapability
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Bootstrap Logistic Regression on Determining Factors Affecting the Level of Entrepreneurial Capability

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