Factors affecting recommended childhood vaccine demand

dc.contributor.author Ikbal Ece Dizbay
dc.contributor.author Omer Ozturkoglu
dc.contributor.author Dizbay, İkbal Ece
dc.contributor.author Öztürkoǧlu, Ömer
dc.date.accessioned 2025-10-06T16:20:02Z
dc.date.issued 2022
dc.description.abstract Reaching a high vaccination coverage level is of vital essence when preventing epidemic diseases. For mandatory vaccines the demand can be forecasted using some demographics such as birth rates or populations between certain ages. However it has been difficult to forecast non-mandatory vaccine demands because of vaccine hesitation alongside other factors such as social norms literacy rate or healthcare infrastructure. Consequently the purpose of this study is to explore the predominant factors that affect the non-mandatory vaccine demand focusing on the recommended childhood vaccines which are usually excluded from national immunization programs. For this study fifty-nine factors were determined and categorized as system-oriented and human-oriented factors. After a focus group study conducted with ten experts seven system-oriented and eight human-oriented factors were determined. To reveal the cause and effect relationship between factors one of the multi-criteria decision-making methods called Fuzzy-DEMATEL was implemented. The results of the analysis showed that Immunization-related beliefs Media/social media contents/messaging and Social cultural religious norms have a strong influence on non-mandatory childhood vaccine demand. Furthermore whereas Availability and access to health care facilities and Political/ financial support to health systems are identified as cause group factors Quality of vaccine and service delivery management is considered an effect group factor. Lastly a guide was generated for decision-makers to help their forecasting process of non-mandatory vaccine demands to avoid vaccine waste or shortage.
dc.identifier.doi 10.3233/JIFS-219184
dc.identifier.issn 1064-1246
dc.identifier.issn 1875-8967
dc.identifier.scopus 2-s2.0-85122791939
dc.identifier.uri http://dx.doi.org/10.3233/JIFS-219184
dc.identifier.uri https://gcris.yasar.edu.tr/handle/123456789/6138
dc.identifier.uri https://doi.org/10.3233/JIFS-219184
dc.language.iso English
dc.publisher IOS PRESS
dc.relation.ispartof Journal of Intelligent & Fuzzy Systems
dc.rights info:eu-repo/semantics/closedAccess
dc.source JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
dc.subject Vaccination demand, factor relationship, fuzzy DEMATEL
dc.subject IMMUNIZATION SUPPLY CHAIN, WILLINGNESS-TO-PAY, DECISION-MAKING, ATTITUDES, BARRIERS, POLIO, DETERMINANTS, CHILDREN, BENEFITS, IMPACT
dc.subject Vaccination Demand
dc.subject Factor Relationship
dc.subject Fuzzy DEMATEL
dc.title Factors affecting recommended childhood vaccine demand
dc.type Article
dspace.entity.type Publication
gdc.author.id OZTURKOGLU, OMER/0000-0003-3937-6657
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gdc.author.wosid dizbay, Ikbal/V-9564-2019
gdc.author.wosid OZTURKOGLU, OMER/B-8480-2019
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gdc.description.department
gdc.description.departmenttemp [Dizbay, Ikbal Ece] Yasar Univ, Dept Management & Org, Izmir, Turkey; [Ozturkoglu, Omer] Yasar Univ, Dept Business Adm, Izmir, Turkey
gdc.description.endpage 180
gdc.description.issue 1
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
gdc.description.startpage 169
gdc.description.volume 42
gdc.description.woscitationindex Science Citation Index Expanded - Social Science Citation Index
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gdc.oaire.sciencefields 03 medical and health sciences
gdc.oaire.sciencefields 0302 clinical medicine
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gdc.virtual.author Dizbay, İkbal Ece
gdc.virtual.author Öztürkoğlu, Ömer
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oaire.citation.endPage 180
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