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Factors associated with vaccine default in Southern Ghana based on data from the RTSS malaria vaccine trial in Cape Coast
Malaria has been a severe global and public health concern for the last couple of decades. Ghana, like many other countries in sub–Saharan Africa, is most affected by the disease, with children facing dire consequences. The recent introduction of the RTS, S malaria vaccine holds great potential in r...
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Published in: | Scientific reports 2025-01, Vol.15 (1), p.251-15, Article 251 |
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creator | Bediako, Vincent Bio Ackah, Josephine Akua Yankey, Theophilus Junior Okyere, Joshua Acheampong, Emmanuella Owusu, Bernard Afriyie Agbemavi, Wonder Nwameme, Adanna Uloaku Kamau, Edward Mberu Asampong, Emmanuel |
description | Malaria has been a severe global and public health concern for the last couple of decades. Ghana, like many other countries in sub–Saharan Africa, is most affected by the disease, with children facing dire consequences. The recent introduction of the RTS, S malaria vaccine holds great potential in reducing malaria fatalities in children. However, RTS, S implementation have inherent challenges that raise the stakes of vaccine defaults in piloted areas in Ghana. In this study, we examine the predictors of RTS, S vaccine defaults using a cross-sectional research design that covers a sample of 765 caregivers in Southern Ghana. Classification models (Binary logistic regression and Random Forest) were performed to identify critical socio-demographic, health and RTS, S related predictors. The findings show that more than a third (38.43%) of children defaulted at least one dose of the malaria vaccine. Key predictors of defaults included sub-metro of residence, cost of traveling to health facilities, experience of adverse events, knowledge about the vaccine doses, caregiver’s employment status, and religion. Our findings emphasize the need for targeted interventions to reduce defaults, mainly focusing on caregiver education on vaccines, reducing financial barriers to healthcare access, and addressing concerns about adverse events. |
doi_str_mv | 10.1038/s41598-024-75408-y |
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Ghana, like many other countries in sub–Saharan Africa, is most affected by the disease, with children facing dire consequences. The recent introduction of the RTS, S malaria vaccine holds great potential in reducing malaria fatalities in children. However, RTS, S implementation have inherent challenges that raise the stakes of vaccine defaults in piloted areas in Ghana. In this study, we examine the predictors of RTS, S vaccine defaults using a cross-sectional research design that covers a sample of 765 caregivers in Southern Ghana. Classification models (Binary logistic regression and Random Forest) were performed to identify critical socio-demographic, health and RTS, S related predictors. The findings show that more than a third (38.43%) of children defaulted at least one dose of the malaria vaccine. Key predictors of defaults included sub-metro of residence, cost of traveling to health facilities, experience of adverse events, knowledge about the vaccine doses, caregiver’s employment status, and religion. Our findings emphasize the need for targeted interventions to reduce defaults, mainly focusing on caregiver education on vaccines, reducing financial barriers to healthcare access, and addressing concerns about adverse events.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-024-75408-y</identifier><identifier>PMID: 39747227</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>692/700 ; 692/700/478 ; Adult ; Adverse events ; Caregivers ; Child ; Child, Preschool ; Children ; Cross-Sectional Studies ; Female ; Ghana - epidemiology ; Health Services Accessibility ; Humanities and Social Sciences ; Humans ; Infant ; Malaria ; Malaria - epidemiology ; Malaria - prevention & control ; Malaria Vaccines - adverse effects ; Malaria Vaccines - immunology ; Male ; Middle Aged ; multidisciplinary ; No-Show Patients ; Public health ; Regression analysis ; Research design ; RTS ; S vaccine ; Science ; Science (multidisciplinary) ; Vaccination ; Vaccine default ; Vaccines ; Vector-borne diseases</subject><ispartof>Scientific reports, 2025-01, Vol.15 (1), p.251-15, Article 251</ispartof><rights>The Author(s) 2024</rights><rights>2024. The Author(s).</rights><rights>Copyright Nature Publishing Group 2025</rights><rights>The Author(s) 2024 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3292-a232a35858e032930bab563043780ac5f0715017a892df7e7604af1d3e451ac23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/3151016624/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3151016624?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,25734,27905,27906,36993,36994,38497,43876,44571,53772,53774,74161,74875</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39747227$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bediako, Vincent Bio</creatorcontrib><creatorcontrib>Ackah, Josephine Akua</creatorcontrib><creatorcontrib>Yankey, Theophilus Junior</creatorcontrib><creatorcontrib>Okyere, Joshua</creatorcontrib><creatorcontrib>Acheampong, Emmanuella</creatorcontrib><creatorcontrib>Owusu, Bernard Afriyie</creatorcontrib><creatorcontrib>Agbemavi, Wonder</creatorcontrib><creatorcontrib>Nwameme, Adanna Uloaku</creatorcontrib><creatorcontrib>Kamau, Edward Mberu</creatorcontrib><creatorcontrib>Asampong, Emmanuel</creatorcontrib><title>Factors associated with vaccine default in Southern Ghana based on data from the RTSS malaria vaccine trial in Cape Coast</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Malaria has been a severe global and public health concern for the last couple of decades. Ghana, like many other countries in sub–Saharan Africa, is most affected by the disease, with children facing dire consequences. The recent introduction of the RTS, S malaria vaccine holds great potential in reducing malaria fatalities in children. However, RTS, S implementation have inherent challenges that raise the stakes of vaccine defaults in piloted areas in Ghana. In this study, we examine the predictors of RTS, S vaccine defaults using a cross-sectional research design that covers a sample of 765 caregivers in Southern Ghana. Classification models (Binary logistic regression and Random Forest) were performed to identify critical socio-demographic, health and RTS, S related predictors. The findings show that more than a third (38.43%) of children defaulted at least one dose of the malaria vaccine. Key predictors of defaults included sub-metro of residence, cost of traveling to health facilities, experience of adverse events, knowledge about the vaccine doses, caregiver’s employment status, and religion. Our findings emphasize the need for targeted interventions to reduce defaults, mainly focusing on caregiver education on vaccines, reducing financial barriers to healthcare access, and addressing concerns about adverse events.</description><subject>692/700</subject><subject>692/700/478</subject><subject>Adult</subject><subject>Adverse events</subject><subject>Caregivers</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Children</subject><subject>Cross-Sectional Studies</subject><subject>Female</subject><subject>Ghana - epidemiology</subject><subject>Health Services Accessibility</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Infant</subject><subject>Malaria</subject><subject>Malaria - epidemiology</subject><subject>Malaria - prevention & control</subject><subject>Malaria Vaccines - adverse effects</subject><subject>Malaria Vaccines - immunology</subject><subject>Male</subject><subject>Middle Aged</subject><subject>multidisciplinary</subject><subject>No-Show Patients</subject><subject>Public health</subject><subject>Regression analysis</subject><subject>Research design</subject><subject>RTS</subject><subject>S vaccine</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Vaccination</subject><subject>Vaccine default</subject><subject>Vaccines</subject><subject>Vector-borne diseases</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>COVID</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp9kktv1DAURiMEolXpH2CBLLFhk-JnbK8QGtGHVAmJKWvrxrFnMsrEg-20mn-POylDywJv_LjHxw99VfWe4AuCmfqcOBFa1ZjyWgqOVb1_VZ1SzEVNGaWvn41PqvOUNrg0QTUn-m11wrTkklJ5Wu0vweYQE4KUgu0huw499HmN7sHafnSocx6mIaN-RMsw5bWLI7pawwiohVTgMKIOMiAfwxaVMvpxt1yiLQwQezhacpkMj44F7BxaBEj5XfXGw5Dc-VN_Vv28_Ha3uK5vv1_dLL7e1pZRTWsoTwAmlFAOlwWGW2hFwzBnUmGwwmNJBCYSlKadl042mIMnHXNcELCUnVU3s7cLsDG72G8h7k2A3hwWQlwZiLm3gzOEEc-ob4jSjCvRqZYohYXrlHNSeSiuL7NrN7Vb11k35gjDC-nLytivzSrcG0IaLbTWxfDpyRDDr8mlbLZ9sm4YYHRhSoYRQYjWEquCfvwH3YQpjuWvDhQmTUN5oehM2RhSis4fb0OweUyKmZNiSlLMISlmXzZ9eP6O45Y_uSgAm4FUSuPKxb9n_0f7GxoTyE4</recordid><startdate>20250102</startdate><enddate>20250102</enddate><creator>Bediako, Vincent Bio</creator><creator>Ackah, Josephine Akua</creator><creator>Yankey, Theophilus Junior</creator><creator>Okyere, Joshua</creator><creator>Acheampong, Emmanuella</creator><creator>Owusu, Bernard Afriyie</creator><creator>Agbemavi, Wonder</creator><creator>Nwameme, Adanna Uloaku</creator><creator>Kamau, Edward Mberu</creator><creator>Asampong, Emmanuel</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><general>Nature Portfolio</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>COVID</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20250102</creationdate><title>Factors associated with vaccine default in Southern Ghana based on data from the RTSS malaria vaccine trial in Cape Coast</title><author>Bediako, Vincent Bio ; Ackah, Josephine Akua ; Yankey, Theophilus Junior ; Okyere, Joshua ; Acheampong, Emmanuella ; Owusu, Bernard Afriyie ; Agbemavi, Wonder ; Nwameme, Adanna Uloaku ; Kamau, Edward Mberu ; Asampong, Emmanuel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3292-a232a35858e032930bab563043780ac5f0715017a892df7e7604af1d3e451ac23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>692/700</topic><topic>692/700/478</topic><topic>Adult</topic><topic>Adverse events</topic><topic>Caregivers</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Children</topic><topic>Cross-Sectional Studies</topic><topic>Female</topic><topic>Ghana - epidemiology</topic><topic>Health Services Accessibility</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Infant</topic><topic>Malaria</topic><topic>Malaria - epidemiology</topic><topic>Malaria - prevention & control</topic><topic>Malaria Vaccines - adverse effects</topic><topic>Malaria Vaccines - immunology</topic><topic>Male</topic><topic>Middle Aged</topic><topic>multidisciplinary</topic><topic>No-Show Patients</topic><topic>Public health</topic><topic>Regression analysis</topic><topic>Research design</topic><topic>RTS</topic><topic>S vaccine</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Vaccination</topic><topic>Vaccine default</topic><topic>Vaccines</topic><topic>Vector-borne diseases</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bediako, Vincent Bio</creatorcontrib><creatorcontrib>Ackah, Josephine Akua</creatorcontrib><creatorcontrib>Yankey, Theophilus Junior</creatorcontrib><creatorcontrib>Okyere, Joshua</creatorcontrib><creatorcontrib>Acheampong, Emmanuella</creatorcontrib><creatorcontrib>Owusu, Bernard Afriyie</creatorcontrib><creatorcontrib>Agbemavi, Wonder</creatorcontrib><creatorcontrib>Nwameme, Adanna Uloaku</creatorcontrib><creatorcontrib>Kamau, Edward Mberu</creatorcontrib><creatorcontrib>Asampong, Emmanuel</creatorcontrib><collection>SpringerOpen</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Health and Medical</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>Coronavirus Research Database</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest Science Journals</collection><collection>ProQuest Biological Science Journals</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bediako, Vincent Bio</au><au>Ackah, Josephine Akua</au><au>Yankey, Theophilus Junior</au><au>Okyere, Joshua</au><au>Acheampong, Emmanuella</au><au>Owusu, Bernard Afriyie</au><au>Agbemavi, Wonder</au><au>Nwameme, Adanna Uloaku</au><au>Kamau, Edward Mberu</au><au>Asampong, Emmanuel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Factors associated with vaccine default in Southern Ghana based on data from the RTSS malaria vaccine trial in Cape Coast</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2025-01-02</date><risdate>2025</risdate><volume>15</volume><issue>1</issue><spage>251</spage><epage>15</epage><pages>251-15</pages><artnum>251</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Malaria has been a severe global and public health concern for the last couple of decades. Ghana, like many other countries in sub–Saharan Africa, is most affected by the disease, with children facing dire consequences. The recent introduction of the RTS, S malaria vaccine holds great potential in reducing malaria fatalities in children. However, RTS, S implementation have inherent challenges that raise the stakes of vaccine defaults in piloted areas in Ghana. In this study, we examine the predictors of RTS, S vaccine defaults using a cross-sectional research design that covers a sample of 765 caregivers in Southern Ghana. Classification models (Binary logistic regression and Random Forest) were performed to identify critical socio-demographic, health and RTS, S related predictors. The findings show that more than a third (38.43%) of children defaulted at least one dose of the malaria vaccine. Key predictors of defaults included sub-metro of residence, cost of traveling to health facilities, experience of adverse events, knowledge about the vaccine doses, caregiver’s employment status, and religion. Our findings emphasize the need for targeted interventions to reduce defaults, mainly focusing on caregiver education on vaccines, reducing financial barriers to healthcare access, and addressing concerns about adverse events.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>39747227</pmid><doi>10.1038/s41598-024-75408-y</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 692/700 692/700/478 Adult Adverse events Caregivers Child Child, Preschool Children Cross-Sectional Studies Female Ghana - epidemiology Health Services Accessibility Humanities and Social Sciences Humans Infant Malaria Malaria - epidemiology Malaria - prevention & control Malaria Vaccines - adverse effects Malaria Vaccines - immunology Male Middle Aged multidisciplinary No-Show Patients Public health Regression analysis Research design RTS S vaccine Science Science (multidisciplinary) Vaccination Vaccine default Vaccines Vector-borne diseases |
title | Factors associated with vaccine default in Southern Ghana based on data from the RTSS malaria vaccine trial in Cape Coast |
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