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Intermediary and structural determinants of early childhood health in Colombia: exploring the role of communities

Author

Listed:
  • Ana Maria Osorio

    (University of Barcelona, Department of Econometrics, Barcelona-Spain and Pontificia Universidad Javeriana, Department of Economics, Cali-Colombia)

  • Catalina Bolancé

    (University of Barcelona, Department of Econometrics, Barcelona-Spain)

  • Nyovani Madise

    (University of Southampton, Division of Social Statistics and Centre for Global Health, Population, Poverty, and Policy, Southampton-United Kingdom)

Abstract

This study examines how structural determinants influence intermediary factors of child health inequities and how they operate through the communities where children live. In particular, we explore individual, family and community level characteristics associated with a composite indicator that quantitatively measures intermediary determinants of early childhood health in Colombia. We use data from the 2010 Colombian Demographic and Health Survey (DHS). Adopting the conceptual framework of the Commission on Social Determinants of Health (CSDH), three dimensions related to child health are represented in the index: behavioural factors, psychosocial factors and health system. In order to generate the weight of the variables and take into account the discrete nature of the data, principal component analysis (PCA) using polychoric correlations are employed in the index construction. Weighted multilevel models are used to examine community effects. The results show that the effect of household’s SES is attenuated when community characteristics are included, indicating the importance that the level of community development may have in mediating individual and family characteristics. The findings indicate that there is a significant variance in intermediary determinants of child health between-community, especially for those determinants linked to the health system, even after controlling for individual, family and community characteristics. These results likely reflect that whilst the community context can exert a greater influence on intermediary factors linked directly to health, in the case of psychosocial factors and the parent’s behaviours, the family context can be more important. This underlines the importance of distinguishing between community and family intervention programmes.

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  • Ana Maria Osorio & Catalina Bolancé & Nyovani Madise, 2012. "Intermediary and structural determinants of early childhood health in Colombia: exploring the role of communities," Working Papers XREAP2012-13, Xarxa de Referència en Economia Aplicada (XREAP), revised Jun 2012.
  • Handle: RePEc:xrp:wpaper:xreap2012-13
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    References listed on IDEAS

    as
    1. Karina Acosta Ordoñez, 2012. "La desnutrición en los primeros años de vida: Un análisis regional para Colombia," Documentos de trabajo sobre Economía Regional y Urbana 160, Banco de la Republica de Colombia.
    2. Anna Matas & Josep-Lluis Raymond, 2007. "Cross-section data, disequilibrium situations and estimated coefficients: evidence from car ownership demand," Working Papers XREAP2007-04, Xarxa de Referència en Economia Aplicada (XREAP), revised Jun 2007.
    3. Attanasio, Orazio & Gomez, Luis Carlos & Rojas, Ana Gomez & Vera-Hernandez, Marcos, 2004. "Child health in rural Colombia: determinants and policy interventions," Economics & Human Biology, Elsevier, vol. 2(3), pages 411-438, December.
    4. Ivan Moreno-Torres, 2011. "Generic drugs in Spain: price competition vs. moral hazard," Working Papers XREAP2011-04, Xarxa de Referència en Economia Aplicada (XREAP), revised May 2011.
    5. Vicente Royuela, 2012. "What about people in European Regional Science?," Working Papers XREAP2012-12, Xarxa de Referència en Economia Aplicada (XREAP), revised May 2012.
    6. Germà Bel & Xavier Fageda, 2008. "Privatization and competition in the delivery of local services: An empirical examination of the dual market hypothesis," Working Papers XREAP2008-04, Xarxa de Referència en Economia Aplicada (XREAP), revised Apr 2008.
    7. Verònica Gombau & Agustí Segarra, 2011. "The Innovation and Imitation Dichotomy in Spanish firms: do absorptive capacity and the technological frontier matter?," Working Papers XREAP2011-22, Xarxa de Referència en Economia Aplicada (XREAP), revised Dec 2011.
    8. Laia Castany & Enrique Lopez-Bazo & Rosina Moreno, 2007. "Decomposing differences in total factor productivity across firm size," IREA Working Papers 200705, University of Barcelona, Research Institute of Applied Economics, revised Mar 2007.
    9. Germà Bel & Xavier Fageda, 2009. "Factors explaining local privatization: a meta-regression analysis," Public Choice, Springer, vol. 139(1), pages 105-119, April.
    10. Jordi Jofre-Monseny & Raquel Marín-López & Elisabet Viladecans-Marsal, 2012. "What underlies localization and urbanization economies? Evidence from the location of new firms," Working Papers XREAP2012-08, Xarxa de Referència en Economia Aplicada (XREAP), revised May 2012.
    11. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    12. Ulf Olsson, 1979. "Maximum likelihood estimation of the polychoric correlation coefficient," Psychometrika, Springer;The Psychometric Society, vol. 44(4), pages 443-460, December.
    13. Xosé-Luís Varela-Irimia, 2014. "Age effects, unobserved characteristics and hedonic price indexes: The Spanish car market in the 1990s," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 5(4), pages 419-455, November.
    14. Duncan, Craig & Jones, Kelvyn & Moon, Graham, 1998. "Context, composition and heterogeneity: Using multilevel models in health research," Social Science & Medicine, Elsevier, vol. 46(1), pages 97-117, January.
    15. Claudia Tello & Raul Ramos & Manuel Artís, 2012. "Changes in wage structure in Mexico going beyond the mean: An analysis of differences in distribution, 1987-2008," Working Papers XREAP2012-07, Xarxa de Referència en Economia Aplicada (XREAP), revised May 2012.
    16. Francesc Trillas & Daniel Montolio & Néstor Duch, 2011. "Productive Efficiency And Regulatory Reform: The Case Of Vehicle Inspection Services," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 19(1), pages 33-59, Spring.
    17. Orazio P. Attanasio & Vincenzo Di Maro & Marcos Vera‐Hernández, 2013. "Community Nurseries and the Nutritional Status of Poor Children. Evidence from Colombia," Economic Journal, Royal Economic Society, vol. 123, pages 1025-1058, September.
    18. Daniel Albalate & Germà Bel & Xavier Fageda, 2010. "Is it Redistribution or Centralization? On the Determinants of Government Investment in Infrastructure," Working Papers XREAP2010-15, Xarxa de Referència en Economia Aplicada (XREAP), revised Dec 2010.
    19. Ahamad, Mazbahul Golam & Tasnima, Kaniz & Khaled, Nafisa & Bairagi, Subir Kanti & Deb, Uttam Kumar, 2010. "Infant Mortality Situation in Bangladesh in 2007: A District Level Analysis," MPRA Paper 21102, University Library of Munich, Germany.
    20. Francesc Trillas & Daniel Montolio & Néstor Duch, 2011. "Productive Efficiency And Regulatory Reform: The Case Of Vehicle Inspection Services," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 19(1), pages 33-59, Spring.
    21. Marta Arespa, 2011. "Macroeconomics of extensive margins: a simple model," Working Papers XREAP2011-19, Xarxa de Referència en Economia Aplicada (XREAP), revised Nov 2011.
    22. Andrea Saltelli, 2007. "Composite Indicators between Analysis and Advocacy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(1), pages 65-77, March.
    23. Stephenson, R. & Baschieri, A. & Clements, S. & Hennink, M. & Madise, N., 2006. "Contextual influences on the use of health facilities for childbirth in Africa," American Journal of Public Health, American Public Health Association, vol. 96(1), pages 84-93.
    24. D. Pfeffermann & C. J. Skinner & D. J. Holmes & H. Goldstein & J. Rasbash, 1998. "Weighting for unequal selection probabilities in multilevel models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 60(1), pages 23-40.
    25. Anna Matas & Josep Lluís Raymond, 2006. "Economic development and changes in car ownership patterns," Working Papers CREAP2006-01, Xarxa de Referència en Economia Aplicada (XREAP), revised Jun 2006.
    26. Marta Arespa, 2011. "A New Open Economy Macroeconomic Model with Endogenous Portfolio Diversifi cation and Firms Entry," Working Papers XREAP2011-15, Xarxa de Referència en Economia Aplicada (XREAP), revised Oct 2011.
    27. Mercedes Ayuso & Montserrat Guillen & Catalina Bolancé, 2011. "Loss risk through fraud in car insurance," Working Papers XREAP2011-08, Xarxa de Referència en Economia Aplicada (XREAP), revised Jun 2011.
    28. Ana María Osorio & Catalina Bolancé & Manuela Alcañiz, 2011. "Measuring early childhood health: a composite index comparing Colombian departments," IREA Working Papers 201122, University of Barcelona, Research Institute of Applied Economics, revised Oct 2011.
    29. Magadi, Monica Akinyi & Madise, Nyovani Janet & Rodrigues, Roberto Nascimento, 2000. "Frequency and timing of antenatal care in Kenya: explaining the variations between women of different communities," Social Science & Medicine, Elsevier, vol. 51(4), pages 551-561, August.
    30. Tomás del Barrio-Castro & José García-Quevedo, 2009. "The determinants of university patenting: Do incentives matter?," Working Papers 2009/13, Institut d'Economia de Barcelona (IEB).
    31. Philippe Bocquier & Nyovani Madise & Eliya Zulu, 2011. "Is There an Urban Advantage in Child Survival in Sub-Saharan Africa? Evidence From 18 Countries in the 1990s," Demography, Springer;Population Association of America (PAA), vol. 48(2), pages 531-558, May.
    32. Jordi Jofre-Montseny & Albert Solé-Ollé, 2007. "Tax differentials and agglomeration economies in intraregional firm location," Working Papers XREAP2007-05, Xarxa de Referència en Economia Aplicada (XREAP), revised Jun 2007.
    33. Néstor Duch-Brown & José García-Quevedo & Daniel Montolio, 2011. "The link between public support and private R&D effort: What is the optimal subsidy?," Working Papers XREAP2011-09, Xarxa de Referència en Economia Aplicada (XREAP), revised Jun 2011.
    34. Hatt, Laurel E. & Waters, Hugh R., 2006. "Determinants of child morbidity in Latin America: A pooled analysis of interactions between parental education and economic status," Social Science & Medicine, Elsevier, vol. 62(2), pages 375-386, January.
    35. Diez Roux, A.V., 2001. "Investigating neighborhood and area effects on health," American Journal of Public Health, American Public Health Association, vol. 91(11), pages 1783-1789.
    36. Mazbahul Golam Ahamad, 2010. "Infant mortality situation in bangladesh in 2007: a district level analysis," Economics Bulletin, AccessEcon, vol. 30(1), pages 1-5.
    37. Cummins, Steven & Curtis, Sarah & Diez-Roux, Ana V. & Macintyre, Sally, 2007. "Understanding and representing 'place' in health research: A relational approach," Social Science & Medicine, Elsevier, vol. 65(9), pages 1825-1838, November.
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    Child health; intermediary determinants; structural determinants; communities; Colombia.;
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