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Boing AC, Boing AF, Borges ME, Rodrigues DDO, Barberia L, Subramanian SV. Spatial clusters and social inequities in COVID-19 vaccine coverage among children in Brazil. CIENCIA & SAUDE COLETIVA 2024; 29:e03952023. [PMID: 39140530 DOI: 10.1590/1413-81232024298.03952023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Accepted: 08/28/2023] [Indexed: 08/15/2024] Open
Abstract
This study examined the spatial distribution and social inequalities in COVID-19 vaccine coverage among children aged 5-11 in Brazil. First and second dose vaccine coverage was calculated for all Brazilian municipalities and analyzed by geographic region and deciles based on human development index (HDI-M) and expected years of schooling at 18 years of age. Multilevel models were used to determine the variance partition coefficient, and bivariate local Moran's I statistic was used to assess spatial association. Results showed significant differences in vaccine coverage rates among Brazilian municipalities, with lower coverage in the North and Midwest regions. Municipalities with lower HDI and expected years of schooling had consistently lower vaccine coverage rates. Bivariate clustering analysis identified extensive concentrations of municipalities in the Northern and Northeastern regions with low vaccine coverage and low human development, while some clusters of municipalities in the Southeast and South regions with low coverage were located in areas with high HDI-M. These findings highlight the persistent municipal-level inequalities in vaccine coverage among children in Brazil and the need for targeted interventions to improve vaccine access and coverage in underserved areas.
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Affiliation(s)
- Alexandra Crispim Boing
- Departamento de Saúde Pública, Universidade Federal de Santa Catarina. R. Eng. Agronômico Andrei Cristian Ferreira s/n, Trindade. 88040-900 Florianópolis SC Brasil.
| | - Antonio Fernando Boing
- Departamento de Saúde Pública, Universidade Federal de Santa Catarina. R. Eng. Agronômico Andrei Cristian Ferreira s/n, Trindade. 88040-900 Florianópolis SC Brasil.
| | | | | | - Lorena Barberia
- Departamento de Ciência Política, Universidade de São Paulo. São Paulo SP Brasil
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Chen X, Porter A, Abdur Rehman N, Morris SK, Saif U, Chunara R. Area-based determinants of outreach vaccination for reaching vulnerable populations: A cross-sectional study in Pakistan. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001703. [PMID: 37756308 PMCID: PMC10529552 DOI: 10.1371/journal.pgph.0001703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 08/16/2023] [Indexed: 09/29/2023]
Abstract
The objective of this study is to gain a comparative understanding of spatial determinants for outreach and clinic vaccination, which is critical for operationalizing efforts and breaking down structural biases; particularly relevant in countries where resources are low, and sub-region variance is high. Leveraging a massive effort to digitize public system reporting by Lady and Community Health Workers (CHWs) with geo-located data on over 4 million public-sector vaccinations from September 2017 through 2019, understanding health service operations in relation to vulnerable spatial determinants were made feasible. Location and type of vaccinations (clinic or outreach) were compared to regional spatial attributes where they were performed. Important spatial attributes were assessed using three modeling approaches (ridge regression, gradient boosting, and a generalized additive model). Consistent predictors for outreach, clinic, and proportion of third dose pentavalent vaccinations by region were identified. Of all Penta-3 vaccination records, 86.3% were performed by outreach efforts. At the tehsil level (fourth-order administrative unit), controlling for child population, population density, proportion of population in urban areas, distance to cities, average maternal education, and other relevant factors, increased poverty was significantly associated with more in-clinic vaccinations (β = 0.077), and lower proportion of outreach vaccinations by region (β = -0.083). Analyses at the union council level (fifth-administrative unit) showed consistent results for the differential importance of poverty for outreach versus clinic vaccination. Relevant predictors for each type of vaccination (outreach vs. in-clinic) show how design of outreach vaccination can effectively augment vaccination efforts beyond healthcare services through clinics. As Pakistan is third among countries with the most unvaccinated and under-vaccinated children, understanding barriers and factors associated with vaccination can be demonstrative for other national and sub-national regions facing challenges and also inform guidelines on supporting CHWs in health systems.
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Affiliation(s)
- Xiaoting Chen
- Department of Biostatistics, New York University, New York, New York, United States of America
| | - Allan Porter
- Department of Computer Science Engineering, New York University, Brooklyn, New York, United States of America
| | - Nabeel Abdur Rehman
- Department of Computer Science Engineering, New York University, Brooklyn, New York, United States of America
| | - Shaun K. Morris
- Division of Infectious Diseases and Centre for Global Child Health, The Hospital for Sick Children, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Department of Paediatrics, University of Toronto, Toronto, Canada
| | - Umar Saif
- UNESCO Chair for ICTD, Lahore, Pakistan
| | - Rumi Chunara
- Department of Biostatistics, New York University, New York, New York, United States of America
- Department of Computer Science Engineering, New York University, Brooklyn, New York, United States of America
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Aheto JMK, Pannell O, Dotse-Gborgbortsi W, Trimner MK, Tatem AJ, Rhoda DA, Cutts FT, Utazi CE. Multilevel analysis of predictors of multiple indicators of childhood vaccination in Nigeria. PLoS One 2022; 17:e0269066. [PMID: 35613138 PMCID: PMC9132327 DOI: 10.1371/journal.pone.0269066] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 05/13/2022] [Indexed: 11/18/2022] Open
Abstract
Background Substantial inequalities exist in childhood vaccination coverage levels. To increase vaccine uptake, factors that predict vaccination coverage in children should be identified and addressed. Methods Using data from the 2018 Nigeria Demographic and Health Survey and geospatial data sets, we fitted Bayesian multilevel binomial and multinomial logistic regression models to analyse independent predictors of three vaccination outcomes: receipt of the first dose of Pentavalent vaccine (containing diphtheria-tetanus-pertussis, Hemophilus influenzae type B and Hepatitis B vaccines) (PENTA1) (n = 6059) and receipt of the third dose having received the first (PENTA3/1) (n = 3937) in children aged 12–23 months, and receipt of measles vaccine (MV) (n = 11839) among children aged 12–35 months. Results Factors associated with vaccination were broadly similar for documented versus recall evidence of vaccination. Based on any evidence of vaccination, we found that health card/document ownership, receipt of vitamin A and maternal educational level were significantly associated with each outcome. Although the coverage of each vaccine dose was higher in urban than rural areas, urban residence was not significant in multivariable analyses that included travel time. Indicators relating to socio-economic status, as well as ethnic group, skilled birth attendance, lower travel time to the nearest health facility and problems seeking health care were significantly associated with both PENTA1 and MV. Maternal religion was related to PENTA1 and PENTA3/1 and maternal age related to MV and PENTA3/1; other significant variables were associated with one outcome each. Substantial residual community level variances in different strata were observed in the fitted models for each outcome. Conclusion Our analysis has highlighted socio-demographic and health care access factors that affect not only beginning but completing the vaccination series in Nigeria. Other factors not measured by the DHS such as health service quality and community attitudes should also be investigated and addressed to tackle inequities in coverage.
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Affiliation(s)
- Justice Moses K. Aheto
- WorldPop, School of Geography and Environmental Science, University of Southampton, Southampton, United Kingdom
- Department of Biostatistics, School of Public Health, College of Health Sciences, University of Ghana, Accra, Ghana
- * E-mail: ,
| | - Oliver Pannell
- WorldPop, School of Geography and Environmental Science, University of Southampton, Southampton, United Kingdom
| | - Winfred Dotse-Gborgbortsi
- WorldPop, School of Geography and Environmental Science, University of Southampton, Southampton, United Kingdom
| | - Mary K. Trimner
- Biostat Global Consulting, Worthington, OH, United States of America
| | - Andrew J. Tatem
- WorldPop, School of Geography and Environmental Science, University of Southampton, Southampton, United Kingdom
| | - Dale A. Rhoda
- Biostat Global Consulting, Worthington, OH, United States of America
| | - Felicity T. Cutts
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - C. Edson Utazi
- WorldPop, School of Geography and Environmental Science, University of Southampton, Southampton, United Kingdom
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Ogero M, Orwa J, Odhiambo R, Agoi F, Lusambili A, Obure J, Temmerman M, Luchters S, Ngugi A. Pentavalent vaccination in Kenya: coverage and geographical accessibility to health facilities using data from a community demographic and health surveillance system in Kilifi County. BMC Public Health 2022; 22:826. [PMID: 35468754 PMCID: PMC9040218 DOI: 10.1186/s12889-022-12570-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 01/11/2022] [Indexed: 11/29/2022] Open
Abstract
Background There is substantial evidence that immunization is one of the most significant and cost-effective pillars of preventive and promotive health interventions. Effective childhood immunization coverage is thus essential in stemming persistent childhood illnesses. The third dose of pentavalent vaccine for children is an important indicator for assessing performance of the immunisation programme because it mirrors the completeness of a child’s immunisation schedule. Spatial access to an immunizing health facility, especially in sub-Sahara African (SSA) countries, is a significant determinant of Pentavalent 3 vaccination coverage, as the vaccine is mainly administered during routine immunisation schedules at health facilities. Rural areas and densely populated informal settlements are most affected by poor access to healthcare services. We therefore sought to determine vaccination coverage of Pentavalent 3, estimate the travel time to health facilities offering immunisation services, and explore its effect on immunisation coverage in one of the predominantly rural counties on the coast of Kenya. Methods We used longitudinal survey data from the health demographic surveillance system implemented in Kaloleni and Rabai Sub-counties in Kenya. To compute the geographical accessibility, we used coordinates of health facilities offering immunisation services, information on land cover, digital elevation models, and road networks of the study area. We then fitted a hierarchical Bayesian multivariable model to explore the effect of travel time on pentavalent vaccine coverage adjusting for confounding factors identified a priori. Results Overall coverage of pentavalent vaccine was at 77.3%. The median travel time to a health facility was 41 min (IQR = 18–65) and a total of 1266 (28.5%) children lived more than one-hour of travel-time to a health facility. Geographical access to health facilities significantly affected pentavalent vaccination coverage, with travel times of more than one hour being significantly associated with reduced odds of vaccination (AOR = 0.84 (95% CI 0.74 – 0.94). Conclusion Increased travel time significantly affects immunization in this rural community. Improving road networks, establishing new health centres and/or stepping up health outreach activities that include vaccinations in hard-to-reach areas within the county could improve immunisation coverage. These data may be useful in guiding the local department of health on appropriate location of planned immunization centres.
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Affiliation(s)
- Morris Ogero
- Department of Population Health, Aga Khan University, Nairobi, Kenya. .,School of Mathematics, University of Nairobi, Nairobi, Kenya. .,Health Services Unit, KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya.
| | - James Orwa
- Department of Population Health, Aga Khan University, Nairobi, Kenya
| | - Rachael Odhiambo
- Department of Population Health, Aga Khan University, Nairobi, Kenya.,Institute for Human Development, Aga Khan University, Nairobi, Kenya
| | - Felix Agoi
- Department of Population Health, Aga Khan University, Nairobi, Kenya
| | | | - Jerim Obure
- Centre of Excellence for Women and Child Health, Aga Khan University, Nairobi, Kenya
| | - Marleen Temmerman
- Centre of Excellence for Women and Child Health, Aga Khan University, Nairobi, Kenya.,Department of Obstetrics and Gynaecology, Aga Khan University, Nairobi, Kenya.,International Centre for Reproductive Health, Department of Public Health and Primary Care, Ghent University, Ghent, Belgium
| | - Stanley Luchters
- Department of Population Health, Aga Khan University, Nairobi, Kenya.,International Centre for Reproductive Health, Department of Public Health and Primary Care, Ghent University, Ghent, Belgium.,Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia.,Burnet Institute, Melbourne, Australia
| | - Anthony Ngugi
- Department of Population Health, Aga Khan University, Nairobi, Kenya
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Rural Transportation Infrastructure in Low- and Middle-Income Countries: A Review of Impacts, Implications, and Interventions. SUSTAINABILITY 2022. [DOI: 10.3390/su14042149] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The rural transport infrastructure sector is a critical force for sustainable development that is interwoven with many other sectors. Rural transportation is an underlying driver of many of the Sustainable Development Goals (SDGs) and a crucial contributor to many socioeconomic benefits for rural people around the world. This review paper expands upon, enhances, and cross-references the perspectives outlined in previous rural infrastructure-focused review papers. Firstly, this work gives a thorough look into the progress of the rural transportation sector in recent years by focusing on the thematic relationships between infrastructure and other components of sustainable development, namely, economics and agriculture, policy and governance, health, gender, education, and climate change and the environment. Secondly, several strategies, approaches, and tools employed by governments and practitioners within the rural transport sector are analyzed and discussed for their contributions to the wellbeing of rural dwellers in low- and middle-income countries (LMICs). These include rural roads, bridges, maintenance, and non-infrastructural approaches that include concepts such as advanced technological innovations, intermediate modes of transport (IMTs), and transport services. This paper concludes that enhancement, improvement, and extension of rural transportation infrastructure brings significant benefits to rural dwellers. However, this paper also calls for additional integration of the sector and increased usage of systems approaches that view rural transport as an active part of many other sectors and a key leverage point within rural development as a whole. Further, this paper notes areas for future research and investigation, including increased investigation of the relationship between rural transportation infrastructure and education, improved data collection and management in support of improved policymaking, improved prioritization of interventions and institutionalization of maintenance, and expansion of pro-poor transportation strategies and interventions.
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Malhotra SK, White H, Dela Cruz NAO, Saran A, Eyers J, John D, Beveridge E, Blöndal N. Studies of the effectiveness of transport sector interventions in low- and middle-income countries: An evidence and gap map. CAMPBELL SYSTEMATIC REVIEWS 2021; 17:e1203. [PMID: 36951810 PMCID: PMC8724647 DOI: 10.1002/cl2.1203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Background There are great disparities in the quantity and quality of infrastructure. European countries such as Denmark, Germany, Switzerland, and the UK have close to 200 km of road per 100 km2, and the Netherlands over 300 km per 100 km2. By contrast, Kenya and Indonesia have <30, Laos and Morocco <20, Tanzania and Bolivia <10, and Mauritania only 1 km per 100 km2. As these figures show, there is a significant backlog of transport infrastructure investment in both rural and urban areas, especially in sub-Saharan Africa. This situation is often exacerbated by weak governance and an inadequate regulatory framework with poor enforcement which lead to high costs and defective construction.The wellbeing of many poor people is constrained by lack of transport, which is called "transport poverty". Lucas et al. suggest that up to 90% of the world's population are transport poor when defined as meeting at least one of the following criteria: (1) lack of available suitable transport, (2) lack of transport to necessary destinations, (3) cost of necessary transport puts household below the income poverty line, (4) excessive travel time, or (5) unsafe or unhealthy travel conditions. Objectives The aim of this evidence and gap map (EGM) is to identify, map, and describe existing evidence from studies reporting the quantitative effects of transport sector interventions related to all means of transport (roads, rail, trams and monorail, ports, shipping, and inland waterways, and air transport). Methods The intervention framework of this EGM reframes Berg et al's three categories (infrastructure, prices, and regulations) broadly as infrastructure, incentives, and institutions as subcategories for each intervention category which are each mode of transport (road, rail trams and monorail, ports, shipping, and inlands waterways, and air transport). This EGM identifies the area where intervention studies have been conducted as well as the current gaps in the evidence base.This EGM includes ongoing and completed impact evaluations and systematic reviews (SRs) of the effectiveness of transport sector interventions. This is a map of effectiveness studies (impact evaluations). The impact evaluations include experimental designs, nonexperimental designs, and regression designs. We have not included the before versus after studies and qualitative studies in this map. The search strategies included both academic and grey literature search on organisational websites, bibliographic searches and hand search of journals.An EGM is a table or matrix which provides a visual presentation of the evidence in a particular sector or a subsector. The map is presented as a matrix in which rows are intervention categories (e.g., roads) and subcategories (e.g., infrastructure) and the column outcome domains (e.g., environment) and subcategories as (e.g., air quality). Each cell contains studies of the corresponding intervention for the relevant outcome, with links to the available studies. Included studies were coded according to the intervention and outcomes assessed and additional filters as region, population, and study design. Critical appraisal of included SR was done using A Measurement Tool to Assess Systematic Reviews (AMSTAR -2) rating scale. Selection Criteria The search included both academic and grey literature available online. We included impact evaluations and SRs that assessed the effectiveness of transport sector interventions in low- and middle-income countries. Results This EGM on the transport sector includes 466 studies from low- and middle-income countries, of which 34 are SRs and 432 impact evaluations. There are many studies of the effects of roads intervention in all three subcategories-infrastructure, incentives, and institutions, with the most studies in the infrastructure subcategories. There are no or fewer studies on the interventions category ports, shipping, and waterways and for civil aviation (Air Transport).In the outcomes, the evidence is most concentrated on transport infrastructure, services, and use, with the greatest concentration of evidence on transport time and cost (193 studies) and transport modality (160 studies). There is also a concentration of evidence on economic development and health and education outcomes. There are 139 studies on economic development, 90 studies on household income and poverty, and 101 studies on health outcomes.The major gaps in evidence are from all sectors except roads in the intervention. And there is a lack of evidence on outcome categories such as cultural heritage and cultural diversity and very little evidence on displacement (three studies), noise pollution (four studies), and transport equity (2). There is a moderate amount of evidence on infrastructure quantity (32 studies), location, land use and prices (49 studies), market access (29 studies), access to education facilities (23 studies), air quality (50 studies), and cost analysis including ex post CBA (21 studies).The evidence is mostly from East Asia and the Pacific Region (223 studies (40%), then the evidence is from the sub-Saharan Africa (108 studies), South Asia (96 studies), Latin America & Caribbean (79 studies). The least evidence is from Middle East & North Africa (30 studies) and Europe & Central Asia (20 studies). The most used study design is other regression design in all regions, with largest number from East Asia and Pacific (274). There is total 33 completed SRs identified and one ongoing, around 85% of the SR are rated low confidence, and 12% rated as medium confidence. Only one review was rated as high confidence. This EGM contains the available evidence in English. Conclusion This map shows the available evidence and gaps on the effectiveness of transport sector intervention in low- and middle-income countries. The evidence is highly concentrated on the outcome of transport infrastructure (especially roads), service, and use (351 studies). It is also concentrated in a specific region-East Asia and Pacific (223 studies)-and more urban populations (261 studies). Sectors with great development potential, such as waterways, are under-examined reflecting also under-investment.The available evidence can guide the policymakers, and government-related to transport sector intervention and its effects on many outcomes across sectors. There is a need to conduct experimental studies and quality SRs in this area. Environment, gender equity, culture, and education in low- and middle-income countries are under-researched areas in the transport sector.
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Family characteristics associated with rural households' willingness to renew the family doctor contract services: a cross-sectional study in Shandong, China. BMC Public Health 2021; 21:1282. [PMID: 34193114 PMCID: PMC8246675 DOI: 10.1186/s12889-021-11048-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 05/11/2021] [Indexed: 11/30/2022] Open
Abstract
Background In China, some previous studies have investigated the signing rate and willingness of residents to sign the family doctor contract services (FDCS). Few studies have explored residents’ willingness to renew the FDCS. This study is designed to understand the family characteristics difference towards rural households’ willingness of maintaining the FDCS. Methods A total of 823 rural households were included in the analysis. A descriptive analysis was conducted to describe the sample characteristics. The binary logistic regression model was used to explore the family characteristics that influence the renewal willingness for FDCS among rural households in Shandong province, China. Results Our study found that about 95.5% rural households had willingness to maintain the FDCS in Shandong, China. Those households with catastrophic health expenditures (CHE) (OR = 0.328, 95%CI = 0.153–0.703), with highest level of education at graduate or above (OR = 0.303, 95%CI = 0.123–0.747) were less willing to maintain the FDCS. Those whose households have more than half of the labor force (OR = 0.403, 95%CI = 0.173–0.941) and those households living in economically higher condition were less willing to maintain the FDCS. Conclusions This study demonstrates a significant association between family characteristics (CHE, highest education in households, proportion of the household labor force) and willingness to maintain FDCS among rural households in Shandong, China. Targeted policies should be made for rural residents of identified at-risk families. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-021-11048-5.
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Hong SN, Kim JK, Kim DW. The Impact of Socioeconomic Status on Hospital Accessibility in Otorhinolaryngological Disease in Korea. Asia Pac J Public Health 2020; 33:287-292. [PMID: 33291954 DOI: 10.1177/1010539520977320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This study aimed to investigate the impact of socioeconomic status (SES) on otorhinolaryngology disease severity status diagnosed at the first hospital visit. We conducted a retrospective study over 20 years (2000-2019). Otorhinolaryngological diseases included chronic rhinosinusitis (CRS), sensorineural hearing loss (SNHL), oral ulcer, and malignant neoplasms. A logistic regression model was employed to assess the effect of SES on the severity of each disease at the first hospital visit. The severity of CRS increased in patients with lower SES (P = .028). The severities of SNHL (P = .032) and oral ulcer (P < .001) also associated with SES. In contrast, between the low- and high-SES groups observed no differences in cancer stage (P = .845). Patients with SNHL, oral ulcer, and CRS had a more severe disease status in the low-SES group than in the high-SES group at the first hospital visit. Efforts to increase hospital accessibility for low-SES otorhinolaryngological patients should be made.
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Affiliation(s)
- Seung-No Hong
- Department of Otorhinolaryngology, Seoul National University College of Medicine, Boramae Medical Center, Seoul, Korea
| | - Joon Kon Kim
- Department of Otorhinolaryngology, Seoul National University College of Medicine, Boramae Medical Center, Seoul, Korea
| | - Dae Woo Kim
- Department of Otorhinolaryngology, Seoul National University College of Medicine, Boramae Medical Center, Seoul, Korea
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Song IH, Palley E, Atteraya MS. Inequalities in complete childhood immunisation in Nepal: results from a population-based cross-sectional study. BMJ Open 2020; 10:e037646. [PMID: 32978196 PMCID: PMC7520859 DOI: 10.1136/bmjopen-2020-037646] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To investigate the effect of different aspects of inequality on childhood immunisation rates in Nepal. The study hypothesised that social inequality factors (eg, gender of a child, age of mother, caste/ethnic affiliation, mother's socioeconomic status, place of residence and other structural barrier factors such as living in extreme poverty and distance to health facility) affect the likelihood of children being immunised. DESIGN Using gender of a child, age of mother, caste/ethnic affiliation, mother's socioeconomic status, place of residence and other structural barrier factors such as living in extreme poverty and distance to health facility as independent variables, we performed bivariate and multivariate logistic regression analyses. SETTING This study used data from the most recent nationally representative cross-sectional Nepal Demographic and Health Survey in 2016. PARTICIPANTS The analysis reviewed data from 1025 children aged 12-23 months old. OUTCOME MEASURES The main outcome variable was childhood immunisation. RESULTS Only 79.2% of children were fully immunised. The complete vaccination rate of ethnic/caste subpopulations ranged from 66.4% to 85.2%. Similarly, multivariate analysis revealed that children from the previously untouchable caste (OR 0.58; CI 0.33 to 0.99) and the Terai caste (OR 0.54; CI 0.29 to 0.99) were less likely to be fully immunised than children from the high Hindu caste. CONCLUSION Given Nepal's limited resources, we suggest that programmes that target the families of children who are least likely to be fully immunised, specifically those who are not only poor but also in financial crises and 'underprivileged' caste families, might be an effective strategy to improve Nepal's childhood immunisation rates.
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Affiliation(s)
- In Han Song
- Graduate School of Social Welfare, Yonsei University, Seoul, The Republic of Korea
- Department of Health Policy & Management, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Elizabeth Palley
- School of Social Work, Adelphi University, Garden City, New York, USA
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Joseph NK, Macharia PM, Ouma PO, Mumo J, Jalang'o R, Wagacha PW, Achieng VO, Ndung'u E, Okoth P, Muñiz M, Guigoz Y, Panciera R, Ray N, Okiro EA. Spatial access inequities and childhood immunisation uptake in Kenya. BMC Public Health 2020; 20:1407. [PMID: 32933501 PMCID: PMC7493983 DOI: 10.1186/s12889-020-09486-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 08/31/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Poor access to immunisation services remains a major barrier to achieving equity and expanding vaccination coverage in many sub-Saharan African countries. In Kenya, the extent to which spatial access affects immunisation coverage is not well understood. The aim of this study was to quantify spatial accessibility to immunising health facilities and determine its influence on immunisation uptake in Kenya while controlling for potential confounders. METHODS Spatial databases of immunising facilities, road network, land use and elevation were used within a cost friction algorithim to estimate the travel time to immunising health facilities. Two travel scenarios were evaluated; (1) Walking only and (2) Optimistic scenario combining walking and motorized transport. Mean travel time to health facilities and proportions of the total population living within 1-h to the nearest immunising health facility were computed. Data from a nationally representative cross-sectional survey (KDHS 2014), was used to estimate the effect of mean travel time at survey cluster units for both fully immunised status and third dose of diphtheria-tetanus-pertussis (DPT3) vaccine using multi-level logistic regression models. RESULTS Nationally, the mean travel time to immunising health facilities was 63 and 40 min using the walking and the optimistic travel scenarios respectively. Seventy five percent of the total population were within one-hour of walking to an immunising health facility while 93% were within one-hour considering the optimistic scenario. There were substantial variations across the country with 62%(29/47) and 34%(16/47) of the counties with < 90% of the population within one-hour from an immunising health facility using scenarios 1 and 2 respectively. Travel times > 1-h were significantly associated with low immunisation coverage in the univariate analysis for both fully immunised status and DPT3 vaccine. Children living more than 2-h were significantly less likely to be fully immunised [AOR:0.56(0.33-0.94) and receive DPT3 [AOR:0.51(0.21-0.92) after controlling for household wealth, mother's highest education level, parity and urban/rural residence. CONCLUSION Travel time to immunising health facilities is a barrier to uptake of childhood vaccines in regions with suboptimal accessibility (> 2-h). Strategies that address access barriers in the hardest to reach communities are needed to enhance equitable access to immunisation services in Kenya.
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Affiliation(s)
- Noel K Joseph
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya.
| | - Peter M Macharia
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
| | - Paul O Ouma
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
| | - Jeremiah Mumo
- Health Information System Unit, Ministry of Health, Nairobi, Kenya
| | - Rose Jalang'o
- National Vaccines and Immunization Programme, Ministry of Health, Nairobi, Kenya
| | - Peter W Wagacha
- School of Computing and Informatics, University of Nairobi, Nairobi, Kenya
| | - Victor O Achieng
- Kenya Country Office, The United Nations Children's Fund, Nairobi, Kenya
| | - Eunice Ndung'u
- Kenya Country Office, The United Nations Children's Fund, Nairobi, Kenya
| | - Peter Okoth
- Kenya Country Office, The United Nations Children's Fund, Nairobi, Kenya
| | - Maria Muñiz
- Regional Office for Eastern and Southern Africa, The United Nations Children's Fund, Nairobi, Kenya
| | - Yaniss Guigoz
- GeoHealth group, Institute of Global Health & Institute for Environmental Sciences, University of Geneva, Geneva, Switzerland
| | - Rocco Panciera
- Health section, The United Nations Children's Fund, New York, USA
| | - Nicolas Ray
- GeoHealth group, Institute of Global Health & Institute for Environmental Sciences, University of Geneva, Geneva, Switzerland
| | - Emelda A Okiro
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, OX3 7LJ, UK
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11
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Health Care Financing Systems and Their Effectiveness: An Empirical Study of OECD Countries. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16203839. [PMID: 31614533 PMCID: PMC6843892 DOI: 10.3390/ijerph16203839] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 09/29/2019] [Accepted: 10/06/2019] [Indexed: 01/01/2023]
Abstract
Background: The primary aim of the research in the present study was to determine the effectiveness of health care in classifying health care financing systems from a sample of OECD (Organisation for Economic Co-operation and Development) countries (2012–2017). This objective was achieved through several stages of analysis, which aimed to assess the relations between and relation diversity in selected variables, determining the effectiveness of health care and the health expenditure of health care financing systems. The greatest emphasis was placed on the differences between health care financing systems that were due to the impact of health expenditure on selected health outputs, such as life expectancy at birth, perceived health status, the health care index, deaths from acute myocardial infarction and diabetes mellitus. Methods: Methods such as descriptive analysis, effect analysis (η2), binomial logistic regression analysis, linear regression analysis, continuity analysis (ρ) and correspondence analysis, were used to meet the above objectives. Results: Based on several stages of statistical processing, it was found that there are deviations in several of the relations between different health care funding systems in terms of their predisposition to certain areas of health outcomes. Thus, where one system proves ineffective (or its effectiveness is questionable), another system (or systems) appears to be effective. From a correspondence analysis that compared the funding system and other outputs (converted to quartiles), it was found that a national health system, covering the country as a whole, and multiple insurance funds or companies would be more effective systems. Conclusions: Based on the findings, it was concluded that, in analyzing issues related to health care and its effectiveness, it is appropriate to take into account the funding system (at least to verify the significance of how research premises affect the systems); otherwise, the results may be distorted.
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Sudhinaraset M, Landrian A, Afulani PA, Diamond-Smith N, Golub G. Association between person-centered maternity care and newborn complications in Kenya. Int J Gynaecol Obstet 2019; 148:27-34. [PMID: 31544243 PMCID: PMC6939318 DOI: 10.1002/ijgo.12978] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 06/25/2019] [Accepted: 09/20/2019] [Indexed: 11/05/2022]
Abstract
OBJECTIVE Despite the recognized importance of person-centered care, very little information exists on how person-centered maternity care (PCMC) impacts newborn health. METHODS Baseline and follow-up data were collected from women who delivered in government health facilities in Nairobi and Kiambu counties in Kenya between August 2016 and February 2017. The final analytic sample included 413 respondents who completed the baseline survey and at least one follow-up survey at 2, 6, 8, and/or 10 weeks. Data were analyzed using descriptive, bivariate, and multivariate statistics. Logistic regression was used to assess the relationship between PCMC scores and outcomes of interest. RESULTS In multivariate analyses, women with high PCMC scores were significantly less likely to report newborn complications than women with low PCMC scores (adjusted odds ratio [aOR] 0.39, 95% confidence interval [CI] 0.16-0.98). Women reporting high PCMC scores also had significantly higher odds of reporting a willingness to return to the facility for their next delivery than women with low PCMC score (aOR 12.72, 95% CI 2.26-71.63). The domains of Respect/Dignity and Supportive Care were associated with fewer newborn complications and willingness to return to a facility. CONCLUSION PCMC could improve not just the experience of the mother during childbirth, but also the health of her newborn and future health-seeking behavior.
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Affiliation(s)
- May Sudhinaraset
- Jonathan and Karin Fielding School of Public Health, University of California, Los Angeles (UCLA), Los Angeles, CA, USA.,School of Medicine, Institute for Global Health Sciences, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Amanda Landrian
- Jonathan and Karin Fielding School of Public Health, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Patience A Afulani
- School of Medicine, Institute for Global Health Sciences, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Nadia Diamond-Smith
- School of Medicine, Institute for Global Health Sciences, University of California, San Francisco (UCSF), San Francisco, CA, USA
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Vyas P, Kim D, Adams A. Understanding Spatial and Contextual Factors Influencing Intraregional Differences in Child Vaccination Coverage in Bangladesh. Asia Pac J Public Health 2018; 31:51-60. [PMID: 30499306 DOI: 10.1177/1010539518813604] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In Bangladesh, policy discourse has mostly focused on regional inequities in health, including child immunization coverage. Knowledge of local geographical and contextual factors within regions, however, becomes pertinent in efforts to address these inequities. We used the Bangladesh Demographic and Health Survey 2011 to examine factors that influence intraregional differences in vaccination coverage using a multilevel analysis. We found that in spite of the provision of health facilities at each level of administrative governance, only distance to the Upazilla Health Complex was a consistent predictor for each dose of vaccine, highlighting the remote locations of the communities that remain underserved. Our analysis demonstrates the value of subregional analyses that identify the characteristics of communities that are vulnerable to incomplete immunization coverage. Unless specific policy actions are taken to increase coverage in these remote areas, geographic inequities are likely to persist within regions, and desired targets will not be achieved.
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Affiliation(s)
- Priyanka Vyas
- 1 University of California at San Francisco, CA, USA
| | - Dohyeong Kim
- 2 University of Texas at Dallas, Richardson, TX, USA
| | - Alayne Adams
- 3 Georgetown University, Washington, DC, USA.,4 BRAC University, Dhaka, Bangladesh
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Cao L, Zheng JS, Cao LS, Cui J, Duan MJ, Xiao QY. Factors influencing the routine immunization status of children aged 2-3 years in China. PLoS One 2018; 13:e0206566. [PMID: 30379911 PMCID: PMC6209328 DOI: 10.1371/journal.pone.0206566] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2017] [Accepted: 10/16/2018] [Indexed: 11/28/2022] Open
Abstract
Objectives To examine the factors associated with the routine immunization status of children aged 2–3 years in China for gaining a better understanding of the Expanded Program on Immunization and to provide evidence for formulating specific strategies to guide the allocation of health resources. Methods We analyzed data from 45095 children aged 2–3 years in the 2013 National Immunization Coverage Survey to identify the sociodemographic and provider-associated factors affecting the full immunization status of children. Univariate and multiple logistic regression analyses were performed. Results The immunization rate for children aged 2–3 years ranged from 95.9% (diphtheria and tetanus toxoid with pertussis vaccine, 4th dose) to 99.5% (Japanese encephalitis vaccine, 1st dose) and was 93.1% for full immunization. In terms of sociodemographic factors, male children [adjusted OR (AOR): 1.115; 95% confidence interval(CI):1.016–1.222], minority children (AOR: 1.632; 95% CI: 1.457–1.828), children of fathers with less than high school education (AOR: 1.577; 95% CI: 1.195–2.081), those born at home (AOR: 4.655; 95% CI: 3.771–5.746), those who immigrated from an adjacent county (AOR: 2.006; 95% CI: 1.581–2.546), and those living in urban-rural fringe areas (AOR: 1.807; 95% CI: 1.475–2.214) or mountainous areas (AOR: 1.615; 95% CI: 1.437–1.814) had significantly increased odds of not being fully immunized. In terms of provider-associated factors, administration of vaccines at home (AOR: 2.311; 95% CI: 1.316–4.059), household reminders (AOR: 2.292; 95% CI: 1.884–2.789), and travel time to vaccination providers of >40 minutes (AOR: 1.622; 95% CI: 1.309–2.010) were negatively associated with immunization rates. In addition, compared to 3-year-old years, 2-year-old children (AOR: 1.201; 95% CI: 1.094–1.318) were less likely to be fully immunized. Conclusions All included factors except maternal education level and distance from home to vaccination providers significantly affected immunization rates. Appropriate reminders and accessibility of immunization services played key roles in improving the immunization status. More attention to high-risk groups identified in this study may reduce the disparities in routine childhood immunization in China.
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Affiliation(s)
- Lei Cao
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- * E-mail: ,
| | - Jing-Shan Zheng
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Ling-Sheng Cao
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jian Cui
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Meng-Juan Duan
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Qi-You Xiao
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
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Chan HK, Soelar SA, Md Ali SM, Ahmad F, Abu Hassan MR. Trends in Vaccination Refusal in Children Under 2 Years of Age in Kedah, Malaysia: A 4-Year Review From 2013 to 2016. Asia Pac J Public Health 2018; 30:137-146. [PMID: 29292654 DOI: 10.1177/1010539517751312] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The current study examined how the trends in childhood vaccination refusal in Kedah, Malaysia, changed over a 4-year period (2013-2016). Data contributed by 60 public health centers were used to determine the annual incidence rates (per 1000 newborns) of vaccination refusal, and to identify the reasons for refusal among the mothers. The trend analysis revealed a 2.2-times increment in the incidence rates of vaccination refusal from 4.72 in 2013 to 10.51 in 2015, followed by a 52.2% reduction to 5.02 in 2016 ( P = .046). Besides, the proportion of mothers who refused vaccination because of religious belief reduced from 78% between 2013 and 2015 to 67.1% in 2016 ( P = .005). Overall, the finding confirms the positive impact of the educational and religious interventions introduced by the State Health Department of Kedah since January 2016; nonetheless, efforts to strengthen the existing strategies and thereby to maximize the vaccination coverage in Kedah are warranted.
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Affiliation(s)
- Huan-Keat Chan
- 1 Clinical Research Center, Hospital Sultanah Bahiyah, Alor Setar, Kedah, Malaysia
| | - Shahrul Aiman Soelar
- 1 Clinical Research Center, Hospital Sultanah Bahiyah, Alor Setar, Kedah, Malaysia
| | - Siti Maisarah Md Ali
- 1 Clinical Research Center, Hospital Sultanah Bahiyah, Alor Setar, Kedah, Malaysia
| | - Faizah Ahmad
- 1 Clinical Research Center, Hospital Sultanah Bahiyah, Alor Setar, Kedah, Malaysia
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Khanal S, Veerman L, Nissen L, Hollingworth S. Use of Healthcare Services by Patients with Non-Communicable Diseases in Nepal: A Qualitative Study with Healthcare Providers. J Clin Diagn Res 2017; 11:LC01-LC05. [PMID: 28764203 PMCID: PMC5535396 DOI: 10.7860/jcdr/2017/25021.9970] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Accepted: 02/20/2017] [Indexed: 11/24/2022]
Abstract
INTRODUCTION The healthcare systems in many Low-and Middle-Income Countries (LMICs) like Nepal have long focused on preventing and treating infectious diseases. Little is known about their preparedness to address the increasing prevalence of Non-Communicable Diseases (NCDs). AIM This study aimed to investigate the use of healthcare services by patients with NCDs in Nepal. MATERIALS AND METHODS Nine healthcare providers (including health assistants, pharmacy assistants, nurse, specialised nurse, practicing pharmacists, chief hospital pharmacist, doctors and specialised doctor) from Pokhara, Nepal, were recruited using purposive sampling. In depth interviews about the magnitude of NCDs, first point of care, screening and diagnosis, prevention and management, follow-up, and healthcare system responses to NCD burden were conducted. Data were thematically analysed with a deductive approach. RESULTS Although the healthcare system in Nepal is still primarily focused on communicable infectious diseases, healthcare providers are aware of the increasing burden of NCDs and NCD risk factors. The first points of care for patients with NCDs are government primary healthcare facilities and private pharmacies. NCDs are often diagnosed late and opportunistically. NCD prevention and treatment is unaffordable for many people. There are no government sponsored NCD screening programs. CONCLUSION There are problems associated with screening, diagnosis, treatment and follow-up of patients with NCDs in Nepal. Healthcare providers believe that the current healthcare system in Nepal is inadequate to address the growing problem of NCDs. The health system of Nepal will face challenges to incorporate programs to prevent and treat NCDs in addition to the pre-existing communicable diseases.
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Affiliation(s)
- Saval Khanal
- Consultant and International Relation Officer, Global Health Initiative, Sankalpa Foundation, Kaski, Pokhara, Nepal; PhD Student, School of Pharmacy, The University of Queensland, Wooloongabba, Australia
| | - Lennert Veerman
- Senior Research Fellow, The Cancer Council NSW, Sydney, Australia: Honorary Senior Fellow, School of Public Health, The University of Queensland, Herston, Australia
| | - Lisa Nissen
- Professor and Head, School of Clinical Sciences, Queensland University of Technology, Brisbane, Australia
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