Factors affecting recommended childhood vaccine demand

dc.contributor.author İkbal Ece Dizbay
dc.contributor.author Ömer Öztürkoǧlu
dc.date.accessioned 2025-10-06T17:50:13Z
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. © 2022 Elsevier B.V. All rights reserved.
dc.identifier.doi 10.3233/JIFS-219184
dc.identifier.issn 18758967, 10641246
dc.identifier.issn 1064-1246
dc.identifier.issn 1875-8967
dc.identifier.uri https://www.scopus.com/inward/record.uri?eid=2-s2.0-85122791939&doi=10.3233%2FJIFS-219184&partnerID=40&md5=98c118105c67f73bc9027cafc76a1296
dc.identifier.uri https://gcris.yasar.edu.tr/handle/123456789/8839
dc.language.iso English
dc.publisher IOS Press BV
dc.relation.ispartof Journal of Intelligent & Fuzzy Systems
dc.source Journal of Intelligent and Fuzzy Systems
dc.subject Factor Relationship, Fuzzy Dematel, Vaccination Demand, Decision Making, Immunization, Population Statistics, Birth Rates, Dematel, Epidemic Disease, Factor Relationship, Fuzzy Dematel, Group Factor, Healthcare Infrastructure, Social Norm, Vaccination Demand, Vaccine Demand, Vaccines
dc.subject Decision making, Immunization, Population statistics, Birth rates, DEMATEL, Epidemic disease, Factor relationship, Fuzzy DEMATEL, Group factor, Healthcare infrastructure, Social norm, Vaccination demand, Vaccine demand, Vaccines
dc.title Factors affecting recommended childhood vaccine demand
dc.type Article
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gdc.description.endpage 180
gdc.description.startpage 169
gdc.description.volume 42
gdc.identifier.openalex W3179424969
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gdc.oaire.sciencefields 03 medical and health sciences
gdc.oaire.sciencefields 0302 clinical medicine
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gdc.opencitations.count 1
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gdc.plumx.mendeley 38
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oaire.citation.endPage 180
oaire.citation.startPage 169
person.identifier.scopus-author-id Dizbay- İkbal Ece (55891337300), Öztürkoǧlu- Ömer (55173968900)
publicationissue.issueNumber 1
publicationvolume.volumeNumber 42
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