Fuzzy analytical hierarchy process for evaluating factors influencing Covid-19 vaccine acceptance / Norpah Mahat, Siti Sarah Raseli and Nur Izyan Nabilah
The global Covid-19 pandemic originated in China and has rapidly spread to over 180 countries, infecting millions of people. As vaccination efforts are underway worldwide, Malaysia has administered booster doses, but many Malaysians have yet to sign up for the Covid-19 vaccine. This study aims to id...
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Universiti Teknologi MARA, Perak
2023
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my.uitm.ir.783802023-06-22T03:31:09Z https://ir.uitm.edu.my/id/eprint/78380/ Fuzzy analytical hierarchy process for evaluating factors influencing Covid-19 vaccine acceptance / Norpah Mahat, Siti Sarah Raseli and Nur Izyan Nabilah msij Mahat, Norpah Raseli, Siti Sarah Nabilah, Nur Izyan Electronic Computers. Computer Science Fuzzy logic The global Covid-19 pandemic originated in China and has rapidly spread to over 180 countries, infecting millions of people. As vaccination efforts are underway worldwide, Malaysia has administered booster doses, but many Malaysians have yet to sign up for the Covid-19 vaccine. This study aims to identify the factors that influence the acceptance of the Covid-19 vaccine in Malaysia and formulate a model to rank these factors. Pearson correlation analysis was used to assess the relationship between variables. Additionally, the Fuzzy Analytical Hierarchy Process (FAHP) method was employed to rank the factors. Results from Pearson correlation analysis revealed that confidence in the safety and effectiveness of the vaccine was the most significant factor influencing vaccine acceptance, followed by education level, media messages, convenience, and religion. FAHP results also showed that confidence in vaccine safety and effectiveness was the top-ranking factor with the highest weight value, followed by education, media messages, convenience, and religion. This research contributes to the understanding of the factors influencing Covid-19 vaccine acceptance in Malaysia and provides valuable insights for decision-makers to improve vaccine distribution strategies. Universiti Teknologi MARA, Perak 2023-04 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/78380/2/78380.pdf Fuzzy analytical hierarchy process for evaluating factors influencing Covid-19 vaccine acceptance / Norpah Mahat, Siti Sarah Raseli and Nur Izyan Nabilah. (2023) Mathematical Sciences and Informatics Journal (MIJ) <https://ir.uitm.edu.my/view/publication/Mathematical_Sciences_and_Informatics_Journal_=28MIJ=29.html>, 4 (1). pp. 68-78. ISSN 2735-0703 https://mijuitm.com.my/view-articles/ |
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Electronic Computers. Computer Science Fuzzy logic Mahat, Norpah Raseli, Siti Sarah Nabilah, Nur Izyan Fuzzy analytical hierarchy process for evaluating factors influencing Covid-19 vaccine acceptance / Norpah Mahat, Siti Sarah Raseli and Nur Izyan Nabilah |
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The global Covid-19 pandemic originated in China and has rapidly spread to over 180 countries, infecting millions of people. As vaccination efforts are underway worldwide, Malaysia has administered booster doses, but many Malaysians have yet to sign up for the Covid-19 vaccine. This study aims to identify the factors that influence the acceptance of the Covid-19 vaccine in Malaysia and formulate a model to rank these factors. Pearson correlation analysis was used to assess the relationship between variables. Additionally, the Fuzzy Analytical Hierarchy Process (FAHP) method was employed to rank the factors. Results from Pearson correlation analysis revealed that confidence in the safety and effectiveness of the vaccine was the most significant factor influencing vaccine acceptance, followed by education level, media messages, convenience, and religion. FAHP results also showed that confidence in vaccine safety and effectiveness was the top-ranking factor with the highest weight value, followed by education, media messages, convenience, and religion. This research contributes to the understanding of the factors influencing Covid-19 vaccine acceptance in Malaysia and provides valuable insights for decision-makers to improve vaccine distribution strategies. |
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Article |
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Mahat, Norpah Raseli, Siti Sarah Nabilah, Nur Izyan |
author_facet |
Mahat, Norpah Raseli, Siti Sarah Nabilah, Nur Izyan |
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Mahat, Norpah |
title |
Fuzzy analytical hierarchy process for evaluating factors influencing Covid-19 vaccine acceptance / Norpah Mahat, Siti Sarah Raseli and Nur Izyan Nabilah |
title_short |
Fuzzy analytical hierarchy process for evaluating factors influencing Covid-19 vaccine acceptance / Norpah Mahat, Siti Sarah Raseli and Nur Izyan Nabilah |
title_full |
Fuzzy analytical hierarchy process for evaluating factors influencing Covid-19 vaccine acceptance / Norpah Mahat, Siti Sarah Raseli and Nur Izyan Nabilah |
title_fullStr |
Fuzzy analytical hierarchy process for evaluating factors influencing Covid-19 vaccine acceptance / Norpah Mahat, Siti Sarah Raseli and Nur Izyan Nabilah |
title_full_unstemmed |
Fuzzy analytical hierarchy process for evaluating factors influencing Covid-19 vaccine acceptance / Norpah Mahat, Siti Sarah Raseli and Nur Izyan Nabilah |
title_sort |
fuzzy analytical hierarchy process for evaluating factors influencing covid-19 vaccine acceptance / norpah mahat, siti sarah raseli and nur izyan nabilah |
publisher |
Universiti Teknologi MARA, Perak |
publishDate |
2023 |
url |
https://ir.uitm.edu.my/id/eprint/78380/2/78380.pdf https://ir.uitm.edu.my/id/eprint/78380/ https://mijuitm.com.my/view-articles/ |
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