Cost-Effectiveness of Aerial Logistics for Immunization: A Model-Based Evaluation of Centralized Storage and Drone Delivery of Vaccines in Ghana Using Empirical Data
In mid-2020, the Ghana Health Service introduced Zipline’s aerial logistics (centralized storage and delivery by drones) in the Western North Region to enhance health supply chain resilience. This intervention led to improved vaccination coverage in high-utilization districts. This study assessed th...
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creator | Ospina-Fadul, Maria J. Kremer, Pedro Stevens, Scott E. Haruna, Florence Okoh-Owusu, Marion Sarpong, Godfred K. Osei-Kwakye, Kingsley Joshua, Billy Sakyi, Osei |
description | In mid-2020, the Ghana Health Service introduced Zipline’s aerial logistics (centralized storage and delivery by drones) in the Western North Region to enhance health supply chain resilience. This intervention led to improved vaccination coverage in high-utilization districts. This study assessed the cost-effectiveness of aerial logistics as an intervention to improve immunization coverage.
An attack rate model, adjusted for vaccination coverage and vaccine efficacy, was used to estimate disease incidence among vaccinated and unvaccinated populations, focusing on 17 022 infants. Incremental cost-effectiveness ratios of US dollar per averted disability-adjusted life-year (DALY) were evaluated from societal and government perspectives, using real-world operations data. Probabilistic sensitivity analysis was performed using Monte Carlo simulations.
In 2021, aerial logistics averted 688 disease cases. Incremental cost-effectiveness ratios were $41 and $58 per averted DALY from the societal and government perspectives, respectively. The intervention was cost-saving when at least 20% of vaccines delivered by aerial logistics replaced those that would have been delivered by ground transportation, with potential government savings of up to $250 per averted DALY. Sensitivity analysis confirmed the robustness of these findings.
Under conservative assumptions, aerial logistics was a highly cost-effective intervention to increase immunization coverage. The intervention was cost-saving even with low levels of replacement of traditional last mile delivery. These findings support expanding aerial logistics within the national immunization program and have significant implications for other low- and middle-income countries seeking cost-effective health supply chain solutions.
•Improving immunization coverage in low- and middle-income countries is a critical policy goal, especially given that the COVID-19 pandemic has exposed the vulnerabilities of both global and local health supply chains, underscoring the challenges in effective vaccine distribution. Existing literature underscores the importance of cost-effective interventions for this purpose but lacks detailed evidence on the cost-effectiveness of novel last mile delivery strategies such as aerial logistics.•This study leverages empirical data from Zipline’s deployment in Ghana’s Western North Region to evaluate the cost-effectiveness of aerial logistics in enhancing immunization coverage. This approach marks a signi |
doi_str_mv | 10.1016/j.vhri.2024.101066 |
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An attack rate model, adjusted for vaccination coverage and vaccine efficacy, was used to estimate disease incidence among vaccinated and unvaccinated populations, focusing on 17 022 infants. Incremental cost-effectiveness ratios of US dollar per averted disability-adjusted life-year (DALY) were evaluated from societal and government perspectives, using real-world operations data. Probabilistic sensitivity analysis was performed using Monte Carlo simulations.
In 2021, aerial logistics averted 688 disease cases. Incremental cost-effectiveness ratios were $41 and $58 per averted DALY from the societal and government perspectives, respectively. The intervention was cost-saving when at least 20% of vaccines delivered by aerial logistics replaced those that would have been delivered by ground transportation, with potential government savings of up to $250 per averted DALY. Sensitivity analysis confirmed the robustness of these findings.
Under conservative assumptions, aerial logistics was a highly cost-effective intervention to increase immunization coverage. The intervention was cost-saving even with low levels of replacement of traditional last mile delivery. These findings support expanding aerial logistics within the national immunization program and have significant implications for other low- and middle-income countries seeking cost-effective health supply chain solutions.
•Improving immunization coverage in low- and middle-income countries is a critical policy goal, especially given that the COVID-19 pandemic has exposed the vulnerabilities of both global and local health supply chains, underscoring the challenges in effective vaccine distribution. Existing literature underscores the importance of cost-effective interventions for this purpose but lacks detailed evidence on the cost-effectiveness of novel last mile delivery strategies such as aerial logistics.•This study leverages empirical data from Zipline’s deployment in Ghana’s Western North Region to evaluate the cost-effectiveness of aerial logistics in enhancing immunization coverage. This approach marks a significant shift from previous research, which primarily relied on hypothetical data. It quantitatively demonstrates that aerial logistics is a highly cost-effective public health intervention, with specific incremental cost-effectiveness ratios indicating substantial economic and health benefits over traditional last mile delivery methods.•By evaluating the cost-effectiveness of aerial logistics versus traditional delivery methods, our study fills a crucial gap in evidence-based healthcare decision making regarding optimal strategies for boosting immunization coverage. This is especially pertinent in environments where the efficiency of innovative technologies in enhancing health supply chains and immunization rates remains largely uncharted due to a lack of data.</description><identifier>ISSN: 2212-1099</identifier><identifier>ISSN: 2212-1102</identifier><identifier>EISSN: 2212-1102</identifier><identifier>DOI: 10.1016/j.vhri.2024.101066</identifier><identifier>PMID: 39709942</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>aerial logistics ; cost-effectiveness ; drones ; last mile delivery ; vaccines</subject><ispartof>Value in health regional issues, 2024-12, Vol.46, p.101066, Article 101066</ispartof><rights>2024 International Society for Health Economics and Outcomes Research</rights><rights>Copyright © 2024 International Society for Health Economics and Outcomes Research. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39709942$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ospina-Fadul, Maria J.</creatorcontrib><creatorcontrib>Kremer, Pedro</creatorcontrib><creatorcontrib>Stevens, Scott E.</creatorcontrib><creatorcontrib>Haruna, Florence</creatorcontrib><creatorcontrib>Okoh-Owusu, Marion</creatorcontrib><creatorcontrib>Sarpong, Godfred K.</creatorcontrib><creatorcontrib>Osei-Kwakye, Kingsley</creatorcontrib><creatorcontrib>Joshua, Billy</creatorcontrib><creatorcontrib>Sakyi, Osei</creatorcontrib><title>Cost-Effectiveness of Aerial Logistics for Immunization: A Model-Based Evaluation of Centralized Storage and Drone Delivery of Vaccines in Ghana Using Empirical Data</title><title>Value in health regional issues</title><addtitle>Value Health Reg Issues</addtitle><description>In mid-2020, the Ghana Health Service introduced Zipline’s aerial logistics (centralized storage and delivery by drones) in the Western North Region to enhance health supply chain resilience. This intervention led to improved vaccination coverage in high-utilization districts. This study assessed the cost-effectiveness of aerial logistics as an intervention to improve immunization coverage.
An attack rate model, adjusted for vaccination coverage and vaccine efficacy, was used to estimate disease incidence among vaccinated and unvaccinated populations, focusing on 17 022 infants. Incremental cost-effectiveness ratios of US dollar per averted disability-adjusted life-year (DALY) were evaluated from societal and government perspectives, using real-world operations data. Probabilistic sensitivity analysis was performed using Monte Carlo simulations.
In 2021, aerial logistics averted 688 disease cases. Incremental cost-effectiveness ratios were $41 and $58 per averted DALY from the societal and government perspectives, respectively. The intervention was cost-saving when at least 20% of vaccines delivered by aerial logistics replaced those that would have been delivered by ground transportation, with potential government savings of up to $250 per averted DALY. Sensitivity analysis confirmed the robustness of these findings.
Under conservative assumptions, aerial logistics was a highly cost-effective intervention to increase immunization coverage. The intervention was cost-saving even with low levels of replacement of traditional last mile delivery. These findings support expanding aerial logistics within the national immunization program and have significant implications for other low- and middle-income countries seeking cost-effective health supply chain solutions.
•Improving immunization coverage in low- and middle-income countries is a critical policy goal, especially given that the COVID-19 pandemic has exposed the vulnerabilities of both global and local health supply chains, underscoring the challenges in effective vaccine distribution. Existing literature underscores the importance of cost-effective interventions for this purpose but lacks detailed evidence on the cost-effectiveness of novel last mile delivery strategies such as aerial logistics.•This study leverages empirical data from Zipline’s deployment in Ghana’s Western North Region to evaluate the cost-effectiveness of aerial logistics in enhancing immunization coverage. This approach marks a significant shift from previous research, which primarily relied on hypothetical data. It quantitatively demonstrates that aerial logistics is a highly cost-effective public health intervention, with specific incremental cost-effectiveness ratios indicating substantial economic and health benefits over traditional last mile delivery methods.•By evaluating the cost-effectiveness of aerial logistics versus traditional delivery methods, our study fills a crucial gap in evidence-based healthcare decision making regarding optimal strategies for boosting immunization coverage. This is especially pertinent in environments where the efficiency of innovative technologies in enhancing health supply chains and immunization rates remains largely uncharted due to a lack of data.</description><subject>aerial logistics</subject><subject>cost-effectiveness</subject><subject>drones</subject><subject>last mile delivery</subject><subject>vaccines</subject><issn>2212-1099</issn><issn>2212-1102</issn><issn>2212-1102</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNo1kc1uEzEUhS0EolXpC7BAXrKZ4J_xJIPYhCSUSkEsoGwtx75ObzRjB3smUvs-vGc9pPXGls_ne6_PIeQ9ZzPOePPpMDvdJ5wJJurpgjXNK3IpBBcV50y8fjmztr0g1zkfWFnzmskFe0suZDsvQi0uyb9VzEO18R7sgCcIkDONni4hoenoNu4xD2gz9THR274fAz6aAWP4TJf0R3TQVV9NBkc3J9ON_5Xp-QrCkEyHj0X5NcRk9kBNcHSdYgC6hq60Sg8T-cdYi6UrxUBv7k0w9C5j2NNNf8SEtsywNoN5R95402W4ft6vyN23ze_V92r78-Z2tdxWUD4qKrWrW-cVB-54U7dctHIBUghpGgPeNn4nrPMCauaKoHZKKsFVUyxUai4bK6_Ix3PdY4p_R8iD7jFb6DoTII5ZS14v6lbxdlHQD8_ouOvB6WPC3qQH_WJtAb6cASgDnxCSzhYhWHCYitnaRdSc6SlMfdBTmHoKU5_DlE_QLJIO</recordid><startdate>20241221</startdate><enddate>20241221</enddate><creator>Ospina-Fadul, Maria J.</creator><creator>Kremer, Pedro</creator><creator>Stevens, Scott E.</creator><creator>Haruna, Florence</creator><creator>Okoh-Owusu, Marion</creator><creator>Sarpong, Godfred K.</creator><creator>Osei-Kwakye, Kingsley</creator><creator>Joshua, Billy</creator><creator>Sakyi, Osei</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>7X8</scope></search><sort><creationdate>20241221</creationdate><title>Cost-Effectiveness of Aerial Logistics for Immunization: A Model-Based Evaluation of Centralized Storage and Drone Delivery of Vaccines in Ghana Using Empirical Data</title><author>Ospina-Fadul, Maria J. ; Kremer, Pedro ; Stevens, Scott E. ; Haruna, Florence ; Okoh-Owusu, Marion ; Sarpong, Godfred K. ; Osei-Kwakye, Kingsley ; Joshua, Billy ; Sakyi, Osei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-e1092-5b49df51e1d164912938e3223a6aefc6fb2cdf2e40d38e5b535215602455736c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>aerial logistics</topic><topic>cost-effectiveness</topic><topic>drones</topic><topic>last mile delivery</topic><topic>vaccines</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ospina-Fadul, Maria J.</creatorcontrib><creatorcontrib>Kremer, Pedro</creatorcontrib><creatorcontrib>Stevens, Scott E.</creatorcontrib><creatorcontrib>Haruna, Florence</creatorcontrib><creatorcontrib>Okoh-Owusu, Marion</creatorcontrib><creatorcontrib>Sarpong, Godfred K.</creatorcontrib><creatorcontrib>Osei-Kwakye, Kingsley</creatorcontrib><creatorcontrib>Joshua, Billy</creatorcontrib><creatorcontrib>Sakyi, Osei</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>PubMed</collection><collection>MEDLINE - Academic</collection><jtitle>Value in health regional issues</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ospina-Fadul, Maria J.</au><au>Kremer, Pedro</au><au>Stevens, Scott E.</au><au>Haruna, Florence</au><au>Okoh-Owusu, Marion</au><au>Sarpong, Godfred K.</au><au>Osei-Kwakye, Kingsley</au><au>Joshua, Billy</au><au>Sakyi, Osei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Cost-Effectiveness of Aerial Logistics for Immunization: A Model-Based Evaluation of Centralized Storage and Drone Delivery of Vaccines in Ghana Using Empirical Data</atitle><jtitle>Value in health regional issues</jtitle><addtitle>Value Health Reg Issues</addtitle><date>2024-12-21</date><risdate>2024</risdate><volume>46</volume><spage>101066</spage><pages>101066-</pages><artnum>101066</artnum><issn>2212-1099</issn><issn>2212-1102</issn><eissn>2212-1102</eissn><abstract>In mid-2020, the Ghana Health Service introduced Zipline’s aerial logistics (centralized storage and delivery by drones) in the Western North Region to enhance health supply chain resilience. This intervention led to improved vaccination coverage in high-utilization districts. This study assessed the cost-effectiveness of aerial logistics as an intervention to improve immunization coverage.
An attack rate model, adjusted for vaccination coverage and vaccine efficacy, was used to estimate disease incidence among vaccinated and unvaccinated populations, focusing on 17 022 infants. Incremental cost-effectiveness ratios of US dollar per averted disability-adjusted life-year (DALY) were evaluated from societal and government perspectives, using real-world operations data. Probabilistic sensitivity analysis was performed using Monte Carlo simulations.
In 2021, aerial logistics averted 688 disease cases. Incremental cost-effectiveness ratios were $41 and $58 per averted DALY from the societal and government perspectives, respectively. The intervention was cost-saving when at least 20% of vaccines delivered by aerial logistics replaced those that would have been delivered by ground transportation, with potential government savings of up to $250 per averted DALY. Sensitivity analysis confirmed the robustness of these findings.
Under conservative assumptions, aerial logistics was a highly cost-effective intervention to increase immunization coverage. The intervention was cost-saving even with low levels of replacement of traditional last mile delivery. These findings support expanding aerial logistics within the national immunization program and have significant implications for other low- and middle-income countries seeking cost-effective health supply chain solutions.
•Improving immunization coverage in low- and middle-income countries is a critical policy goal, especially given that the COVID-19 pandemic has exposed the vulnerabilities of both global and local health supply chains, underscoring the challenges in effective vaccine distribution. Existing literature underscores the importance of cost-effective interventions for this purpose but lacks detailed evidence on the cost-effectiveness of novel last mile delivery strategies such as aerial logistics.•This study leverages empirical data from Zipline’s deployment in Ghana’s Western North Region to evaluate the cost-effectiveness of aerial logistics in enhancing immunization coverage. This approach marks a significant shift from previous research, which primarily relied on hypothetical data. It quantitatively demonstrates that aerial logistics is a highly cost-effective public health intervention, with specific incremental cost-effectiveness ratios indicating substantial economic and health benefits over traditional last mile delivery methods.•By evaluating the cost-effectiveness of aerial logistics versus traditional delivery methods, our study fills a crucial gap in evidence-based healthcare decision making regarding optimal strategies for boosting immunization coverage. This is especially pertinent in environments where the efficiency of innovative technologies in enhancing health supply chains and immunization rates remains largely uncharted due to a lack of data.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>39709942</pmid><doi>10.1016/j.vhri.2024.101066</doi><oa>free_for_read</oa></addata></record> |
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subjects | aerial logistics cost-effectiveness drones last mile delivery vaccines |
title | Cost-Effectiveness of Aerial Logistics for Immunization: A Model-Based Evaluation of Centralized Storage and Drone Delivery of Vaccines in Ghana Using Empirical Data |
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