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Socio-Economic Factors Affecting Member’s Satisfaction towards National Health Insurance: An Evidence from the Philippines
The National Health Insurance, “PhilHealth”, is the healthcare provider for Filipino citizens in the Philippines. The study focused on determining the effects of members’ satisfaction with PhilHealth among Filipino members. The study utilized 10 latent variables from the integrated Service Quality (...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691134/ https://www.ncbi.nlm.nih.gov/pubmed/36430114 http://dx.doi.org/10.3390/ijerph192215395 |
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author | Ong, Ardvin Kester S. Prasetyo, Yogi Tri Tayao, Kate Nicole M. Mariñas, Klint Allen Ayuwati, Irene Dyah Nadlifatin, Reny Persada, Satria Fadil |
author_facet | Ong, Ardvin Kester S. Prasetyo, Yogi Tri Tayao, Kate Nicole M. Mariñas, Klint Allen Ayuwati, Irene Dyah Nadlifatin, Reny Persada, Satria Fadil |
author_sort | Ong, Ardvin Kester S. |
collection | PubMed |
description | The National Health Insurance, “PhilHealth”, is the healthcare provider for Filipino citizens in the Philippines. The study focused on determining the effects of members’ satisfaction with PhilHealth among Filipino members. The study utilized 10 latent variables from the integrated Service Quality (SERVQUAL) and Expectation-Confirmation Theory (ECT). There are 500 respondents that are used and analyzed through Structural Equation Modeling (SEM) and a Deep Learning Neural Network (DLNN). Utilizing SEM, it was revealed that Reliability, Responsiveness, Socio-Economic Factors, Expectation, Perceived Performance, Confirmation of Beliefs, and Members’ Satisfaction are significant factors in the satisfaction of PhilHealth members. Utilizing DLNN, it was found that Expectation (EX) is the most significant factor, and it is consistent with the results of the SEM. The government can use the findings of this study for the improvement of PhilHealth. The framework that is used for the analysis can be extended and can apply to future research with regard to its provided services. The overall results, framework, and concept utilized may be applied by other service industries worldwide. |
format | Online Article Text |
id | pubmed-9691134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96911342022-11-25 Socio-Economic Factors Affecting Member’s Satisfaction towards National Health Insurance: An Evidence from the Philippines Ong, Ardvin Kester S. Prasetyo, Yogi Tri Tayao, Kate Nicole M. Mariñas, Klint Allen Ayuwati, Irene Dyah Nadlifatin, Reny Persada, Satria Fadil Int J Environ Res Public Health Article The National Health Insurance, “PhilHealth”, is the healthcare provider for Filipino citizens in the Philippines. The study focused on determining the effects of members’ satisfaction with PhilHealth among Filipino members. The study utilized 10 latent variables from the integrated Service Quality (SERVQUAL) and Expectation-Confirmation Theory (ECT). There are 500 respondents that are used and analyzed through Structural Equation Modeling (SEM) and a Deep Learning Neural Network (DLNN). Utilizing SEM, it was revealed that Reliability, Responsiveness, Socio-Economic Factors, Expectation, Perceived Performance, Confirmation of Beliefs, and Members’ Satisfaction are significant factors in the satisfaction of PhilHealth members. Utilizing DLNN, it was found that Expectation (EX) is the most significant factor, and it is consistent with the results of the SEM. The government can use the findings of this study for the improvement of PhilHealth. The framework that is used for the analysis can be extended and can apply to future research with regard to its provided services. The overall results, framework, and concept utilized may be applied by other service industries worldwide. MDPI 2022-11-21 /pmc/articles/PMC9691134/ /pubmed/36430114 http://dx.doi.org/10.3390/ijerph192215395 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ong, Ardvin Kester S. Prasetyo, Yogi Tri Tayao, Kate Nicole M. Mariñas, Klint Allen Ayuwati, Irene Dyah Nadlifatin, Reny Persada, Satria Fadil Socio-Economic Factors Affecting Member’s Satisfaction towards National Health Insurance: An Evidence from the Philippines |
title | Socio-Economic Factors Affecting Member’s Satisfaction towards National Health Insurance: An Evidence from the Philippines |
title_full | Socio-Economic Factors Affecting Member’s Satisfaction towards National Health Insurance: An Evidence from the Philippines |
title_fullStr | Socio-Economic Factors Affecting Member’s Satisfaction towards National Health Insurance: An Evidence from the Philippines |
title_full_unstemmed | Socio-Economic Factors Affecting Member’s Satisfaction towards National Health Insurance: An Evidence from the Philippines |
title_short | Socio-Economic Factors Affecting Member’s Satisfaction towards National Health Insurance: An Evidence from the Philippines |
title_sort | socio-economic factors affecting member’s satisfaction towards national health insurance: an evidence from the philippines |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691134/ https://www.ncbi.nlm.nih.gov/pubmed/36430114 http://dx.doi.org/10.3390/ijerph192215395 |
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