Understanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological study

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Background: Peru has increased substantially its domestic public expenditure in maternal and child health. Peruvian departments are heterogeneous in contextual and geographic factors, underlining the importance of disaggregated expenditure analysis up to the district level. We aimed to assess possib...

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Detalles Bibliográficos
Autores: Huicho, Luis, Hernandez, Patricia, Huayanay-Espinoza, Carlos A., Segura, Eddy R., Niño de Guzman, Jessica, Flores-Cordova, Gianfranco, Rivera-Ch, Maria, Friedman, Howard S., Berman, Peter
Formato: artículo
Fecha de Publicación:2018
Institución:Universidad Peruana de Ciencias Aplicadas
Repositorio:UPC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorioacademico.upc.edu.pe:10757/624717
Enlace del recurso:http://hdl.handle.net/10757/624717
Nivel de acceso:acceso abierto
Materia:Child health
Health expenditure
Maternal health
Neonatal health
Reproductive health
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dc.title.en_US.fl_str_mv Understanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological study
title Understanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological study
spellingShingle Understanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological study
Huicho, Luis
Child health
Health expenditure
Maternal health
Neonatal health
Reproductive health
title_short Understanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological study
title_full Understanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological study
title_fullStr Understanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological study
title_full_unstemmed Understanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological study
title_sort Understanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological study
author Huicho, Luis
author_facet Huicho, Luis
Hernandez, Patricia
Huayanay-Espinoza, Carlos A.
Segura, Eddy R.
Niño de Guzman, Jessica
Flores-Cordova, Gianfranco
Rivera-Ch, Maria
Friedman, Howard S.
Berman, Peter
author_role author
author2 Hernandez, Patricia
Huayanay-Espinoza, Carlos A.
Segura, Eddy R.
Niño de Guzman, Jessica
Flores-Cordova, Gianfranco
Rivera-Ch, Maria
Friedman, Howard S.
Berman, Peter
author2_role author
author
author
author
author
author
author
author
dc.contributor.email.es_PE.fl_str_mv lhuicho@gmail.com
patricia.hernandez.consultancy@gmail.com
carlos.huayanay@upch.pe
eddysegura@gmail.com
jninodeguzman@mef.gob.pe
g.flores.cordova@gmail.com
maria.rivera.c@upch.pe
friedman@unfpa.org
pberman@hsph.harvard.edu
dc.contributor.author.fl_str_mv Huicho, Luis
Hernandez, Patricia
Huayanay-Espinoza, Carlos A.
Segura, Eddy R.
Niño de Guzman, Jessica
Flores-Cordova, Gianfranco
Rivera-Ch, Maria
Friedman, Howard S.
Berman, Peter
dc.subject.en_US.fl_str_mv Child health
Health expenditure
Maternal health
Neonatal health
Reproductive health
topic Child health
Health expenditure
Maternal health
Neonatal health
Reproductive health
description Background: Peru has increased substantially its domestic public expenditure in maternal and child health. Peruvian departments are heterogeneous in contextual and geographic factors, underlining the importance of disaggregated expenditure analysis up to the district level. We aimed to assess possible district level factors influencing public expenditure on reproductive, maternal, neonatal and child health (RMNCH) in Peru. Methods: We performed an ecological study in 24 departments, with specific RMNCH expenditure indicators as outcomes, and covariates of different hierarchical dimensions as predictors. To account for the influence of variables included in the different dimensions over time and across departments, we chose a stepwise multilevel mixed-effects regression model, with department-year as the unit of analysis. Results: Public expenditure increased in all departments, particularly for maternal-neonatal and child health activities, with a different pace across departments. The multilevel analysis did not reveal consistently influential factors, except for previous year expenditure on reproductive and maternal-neonatal health. Our findings may be explained by a combination of inertial expenditure, a results-based budgeting approach to increase expenditure efficiency and effectiveness, and by a mixed-effects decentralization process. Sample size, interactions and collinearity cannot be ruled out completely. Conclusions: Public district-level RMNCH expenditure has increased remarkably in Peru. Evidence on underlying factors influencing such trends warrants further research, most likely through a combination of quantitative and qualitative approaches.
publishDate 2018
dc.date.accessioned.none.fl_str_mv 2018-12-02T15:20:24Z
dc.date.available.none.fl_str_mv 2018-12-02T15:20:24Z
dc.date.issued.fl_str_mv 2018-11
dc.type.en_US.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.issn.none.fl_str_mv 1472-6963
dc.identifier.doi.none.fl_str_mv 10.1186/s12913-018-3649-x
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10757/624717
dc.identifier.journal.en_US.fl_str_mv BMC Health Services Research
dc.identifier.isni.none.fl_str_mv 0000 0001 2196 144X
identifier_str_mv 1472-6963
10.1186/s12913-018-3649-x
BMC Health Services Research
0000 0001 2196 144X
url http://hdl.handle.net/10757/624717
dc.language.iso.en_US.fl_str_mv eng
language eng
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dc.publisher.en_US.fl_str_mv BioMed Central Ltd.
dc.source.es_PE.fl_str_mv Universidad Peruana de Ciencias Aplicadas (UPC)
Repositorio Academico - UPC
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dc.source.journaltitle.none.fl_str_mv BMC Health Services Research
dc.source.volume.none.fl_str_mv 18
dc.source.issue.none.fl_str_mv 1
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spelling Huicho, LuisHernandez, PatriciaHuayanay-Espinoza, Carlos A.Segura, Eddy R.Niño de Guzman, JessicaFlores-Cordova, GianfrancoRivera-Ch, MariaFriedman, Howard S.Berman, Peterlhuicho@gmail.compatricia.hernandez.consultancy@gmail.comcarlos.huayanay@upch.peeddysegura@gmail.comjninodeguzman@mef.gob.peg.flores.cordova@gmail.commaria.rivera.c@upch.pefriedman@unfpa.orgpberman@hsph.harvard.edu2018-12-02T15:20:24Z2018-12-02T15:20:24Z2018-111472-696310.1186/s12913-018-3649-xhttp://hdl.handle.net/10757/624717BMC Health Services Research0000 0001 2196 144XBackground: Peru has increased substantially its domestic public expenditure in maternal and child health. Peruvian departments are heterogeneous in contextual and geographic factors, underlining the importance of disaggregated expenditure analysis up to the district level. We aimed to assess possible district level factors influencing public expenditure on reproductive, maternal, neonatal and child health (RMNCH) in Peru. Methods: We performed an ecological study in 24 departments, with specific RMNCH expenditure indicators as outcomes, and covariates of different hierarchical dimensions as predictors. To account for the influence of variables included in the different dimensions over time and across departments, we chose a stepwise multilevel mixed-effects regression model, with department-year as the unit of analysis. Results: Public expenditure increased in all departments, particularly for maternal-neonatal and child health activities, with a different pace across departments. The multilevel analysis did not reveal consistently influential factors, except for previous year expenditure on reproductive and maternal-neonatal health. Our findings may be explained by a combination of inertial expenditure, a results-based budgeting approach to increase expenditure efficiency and effectiveness, and by a mixed-effects decentralization process. Sample size, interactions and collinearity cannot be ruled out completely. Conclusions: Public district-level RMNCH expenditure has increased remarkably in Peru. Evidence on underlying factors influencing such trends warrants further research, most likely through a combination of quantitative and qualitative approaches.This work was funded through a sub-grant from the U.S. Fund for UNICEF under the Countdown to 2015 for Maternal, Newborn and Child Survival grant from the Bill & Melinda Gates Foundation, and through a sub-grant from the Partnership for Maternal, Newborn & Child Health.Revisión por paresRevisión por paresapplication/pdfengBioMed Central Ltd.https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-018-3649-xinfo:eu-repo/semantics/openAccessAttribution-NonCommercial-ShareAlike 3.0 United Stateshttp://creativecommons.org/licenses/by-nc-sa/3.0/us/Universidad Peruana de Ciencias Aplicadas (UPC)Repositorio Academico - UPCBMC Health Services Research181reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCChild healthHealth expenditureMaternal healthNeonatal healthReproductive healthUnderstanding drivers of domestic public expenditure on reproductive, maternal, neonatal and child health in Peru at district level: an ecological studyinfo:eu-repo/semantics/article2018-12-02T15:20:24ZTHUMBNAIL10.1186s12913-018-3649-x.pdf.jpg10.1186s12913-018-3649-x.pdf.jpgGenerated Thumbnailimage/jpeg118837https://repositorioacademico.upc.edu.pe/bitstream/10757/624717/5/10.1186s12913-018-3649-x.pdf.jpgcc21bc086b9615323cd506778d8824e9MD55falseTEXT10.1186s12913-018-3649-x.pdf.txt10.1186s12913-018-3649-x.pdf.txtExtracted texttext/plain63915https://repositorioacademico.upc.edu.pe/bitstream/10757/624717/4/10.1186s12913-018-3649-x.pdf.txteba78bc6b1c89f598f011405d702c1beMD54falseLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/624717/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53falseCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-81037https://repositorioacademico.upc.edu.pe/bitstream/10757/624717/2/license_rdf80294ba9ff4c5b4f07812ee200fbc42fMD52falseORIGINAL10.1186s12913-018-3649-x.pdf10.1186s12913-018-3649-x.pdfapplication/pdf2147793https://repositorioacademico.upc.edu.pe/bitstream/10757/624717/1/10.1186s12913-018-3649-x.pdf46758c9a1d449e8b0023c2ad8aec5f4eMD51true10757/624717oai:repositorioacademico.upc.edu.pe:10757/6247172019-08-30 08:19:01.408Repositorio académico upcupc@openrepository.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