IDEAS home Printed from https://ideas.repec.org/a/spr/hecrev/v6y2016i1d10.1186_s13561-016-0097-3.html
   My bibliography  Save this article

Regional inequalities in child malnutrition in Egypt, Jordan, and Yemen: a Blinder-Oaxaca decomposition analysis

Author

Listed:
  • Mesbah Fathy Sharaf

    (University of Alberta)

  • Ahmed Shoukry Rashad

    (Frankfurt School of Finance and Management)

Abstract

There is substantial evidence that on average, urban children have better health outcomes than rural children. This paper investigates the underlying factors that account for the regional disparities in child malnutrition in three Arab countries, namely; Egypt, Jordan, and Yemen. We use data on a nationally representative sample from the most recent rounds of the Demographic and Health Survey. A Blinder-Oaxaca decomposition analysis is conducted to decompose the rural-urban differences in child nutrition outcomes into two components; one that is explained by regional differences in the level of the determinants (covariate effects), and another component that is explained by differences in the effect of the determinants on the child nutritional status (coefficient effects). Results show that the under-five stunting rates are 20 % in Egypt, 46.5 % in Yemen, and 7.7 % in Jordan. The rural- urban gap in child malnutrition was minor in the case of Egypt (2.3 %) and Jordan (1.5 %), while the regional gap was significant in the case of Yemen (17.7 %). Results of the Blinder-Oaxaca decomposition show that the covariate effect is dominant in the case of Yemen while the coefficients effect dominates in the case of Jordan. Income inequality between urban and rural households explains most of the malnutrition gap. Results were robust to the different decomposition weighting schemes. By identifying the underlying factors behind the rural- urban health disparities, the findings of this paper help in designing effective intervention measures aimed at reducing regional inequalities and improving population health outcomes.

Suggested Citation

  • Mesbah Fathy Sharaf & Ahmed Shoukry Rashad, 2016. "Regional inequalities in child malnutrition in Egypt, Jordan, and Yemen: a Blinder-Oaxaca decomposition analysis," Health Economics Review, Springer, vol. 6(1), pages 1-11, December.
  • Handle: RePEc:spr:hecrev:v:6:y:2016:i:1:d:10.1186_s13561-016-0097-3
    DOI: 10.1186/s13561-016-0097-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s13561-016-0097-3
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s13561-016-0097-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jalan, Jyotsna & Ravallion, Martin, 2003. "Does piped water reduce diarrhea for children in rural India?," Journal of Econometrics, Elsevier, vol. 112(1), pages 153-173, January.
    2. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    3. Owen O'Donnell & Eddy van Doorslaer & Adam Wagstaff & Magnus Lindelow, 2008. "Analyzing Health Equity Using Household Survey Data : A Guide to Techniques and Their Implementation," World Bank Publications - Books, The World Bank Group, number 6896.
    4. Ahmed Shoukry Rashad & Mesbah Fathy Sharaf, 2018. "Economic Growth and Child Malnutrition in Egypt: New Evidence from National Demographic and Health Survey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(2), pages 769-795, January.
    5. Van de Poel, Ellen & O'Donnell, Owen & Van Doorslaer, Eddy, 2007. "Are urban children really healthier? Evidence from 47 developing countries," Social Science & Medicine, Elsevier, vol. 65(10), pages 1986-2003, November.
    6. Menon, Purnima & Ruel, Marie T. & Morris, Saul Sutkover, 2000. "Socio-economic differentials in child stunting are consistently larger in urban than rural areas," FCND discussion papers 97, International Food Policy Research Institute (IFPRI).
    7. Cavatorta, Elisa & Shankar, Bhavani & Flores-Martinez, Artemisa, 2015. "Explaining Cross-State Disparities in Child Nutrition in Rural India," World Development, Elsevier, vol. 76(C), pages 216-237.
    8. Rashad, Ahmed & Sharaf, Mesbah, 2015. "Does Economic Growth Reduce Child Malnutrition in Egypt? New Evidence from National Demographic and Health Survey," Working Papers 2015-16, University of Alberta, Department of Economics.
    9. Garrett, James L. & Ruel, Marie T., 1999. "Are Determinants of Rural and Urban Food Security and Nutritional Status Different? Some Insights from Mozambique," World Development, Elsevier, vol. 27(11), pages 1955-1975, November.
    10. Mesbah Fathy Sharaf & Ahmed Shoukry Rashad, 2016. "Regional inequalities in child malnutrition in Egypt, Jordan, and Yemen: a Blinder-Oaxaca decomposition analysis," Health Economics Review, Springer, vol. 6(1), pages 1-11, December.
    11. Firestone, Rebecca & Punpuing, Sureeporn & Peterson, Karen E. & Acevedo-Garcia, Dolores & Gortmaker, Steven L., 2011. "Child overweight and undernutrition in Thailand: Is there an urban effect?," Social Science & Medicine, Elsevier, vol. 72(9), pages 1420-1428, May.
    12. Mesbah Fathy Sharaf & Ahmed Shoukry Rashad, 2018. "Socioeconomic Inequalities in Infant Mortality in Egypt: Analyzing Trends Between 1995 and 2014," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(3), pages 1185-1199, June.
    13. Ellen van de Poel & Owen O'Donnell & Eddy van Doorslaer, 2007. "Are Urban Children really healthier?," Tinbergen Institute Discussion Papers 07-035/3, Tinbergen Institute.
    14. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    15. Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-579, November.
    16. Haddad, Lawrence & Ruel, Marie T. & Garrett, James L., 1999. "Are Urban Poverty and Undernutrition Growing? Some Newly Assembled Evidence," World Development, Elsevier, vol. 27(11), pages 1891-1904, November.
    17. Smith, Lisa C. & Ruel, Marie T. & Ndiaye, Aida, 2005. "Why Is Child Malnutrition Lower in Urban Than in Rural Areas? Evidence from 36 Developing Countries," World Development, Elsevier, vol. 33(8), pages 1285-1305, August.
    18. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    19. Larrea, Carlos & Kawachi, Ichiro, 2005. "Does economic inequality affect child malnutrition? The case of Ecuador," Social Science & Medicine, Elsevier, vol. 60(1), pages 165-178, January.
    20. Caroline Krafft & Safaa El-Kogali, 2014. "Inequalities in Early Childhood Development in the Middle East and North Africa," Working Papers 856, Economic Research Forum, revised Nov 2014.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mesbah Fathy Sharaf & Ahmed Shoukry Rashad, 2016. "Regional inequalities in child malnutrition in Egypt, Jordan, and Yemen: a Blinder-Oaxaca decomposition analysis," Health Economics Review, Springer, vol. 6(1), pages 1-11, December.
    2. Meghaan R. Lurtz & Derek T. Tharp & Katherine S. Mielitz & Michael Kitces & D. Allen Ammerman, 2020. "Decomposing the Gender Divorce Gap Among Personal Financial Planners," Journal of Family and Economic Issues, Springer, vol. 41(1), pages 19-36, March.
    3. Mesbah Fathy Sharaf & Ahmed Shoukry Rashad, 2018. "Socioeconomic Inequalities in Infant Mortality in Egypt: Analyzing Trends Between 1995 and 2014," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(3), pages 1185-1199, June.
    4. Adeniyi Francis Fagbamigbe & Ngianga-Bakwin Kandala & Olalekan A Uthman, 2020. "Mind the gap: What explains the poor-non-poor inequalities in severe wasting among under-five children in low- and middle-income countries? Compositional and structural characteristics," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-21, November.
    5. Mesbah Fathy Sharaf & Ahmed Shoukry Rashad & Elhussien Ibrahim Mansour, 2019. "Son Preference and Child Under nutrition in the Arab Countries: Is There a Gender Bias against Girls?," Middle East Development Journal, Taylor & Francis Journals, vol. 11(2), pages 205-230, July.
    6. Jody Harris & Phuong Huynh & Hoa T. Nguyen & Nga Hoang & Lan Tran Mai & Le Danh Tuyen & Phuong Hong Nguyen, 2021. "Nobody left behind? Equity and the drivers of stunting reduction in Vietnamese ethnic minority populations," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(4), pages 803-818, August.
    7. Ernesto Cardenas & Ana María Osorio & Orlando Joaqui Barandica & Sayda Milena Pico Fonseca, 2022. "Mind the Gap! Socioeconomic Determinants of the Stunting Urban-Rural Gap for Children in Colombia," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 15(2), pages 415-432, April.
    8. Atta Muhammad Asif & Muhammad Akbar, 2023. "A non-linear decomposition analysis of children’s dietary diversity scores: explaining rural-urban inequality," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(4), pages 3273-3284, August.
    9. Lilian Korir & Marian Rizov & Eric Ruto & Patrick Paul Walsh, 2021. "Household Vulnerability to Food Insecurity and the Regional Food Insecurity Gap in Kenya," Sustainability, MDPI, vol. 13(16), pages 1-18, August.
    10. Sharma, Hari & Smieliauskas, Fabrice, 2022. "Undernutrition inequality between Dalits and non-Dalits in Nepal – A decomposition analysis," World Development, Elsevier, vol. 159(C).
    11. Sudha Narayanan & Udayan Rathore & Mohit Sharma, 2019. "Women's nutritional empowerment and their well-being Identifying key drivers in India and Bangladesh," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2019-004, Indira Gandhi Institute of Development Research, Mumbai, India.
    12. Wenkang Ma & Ana Timóteo & Vanessa Ribeiro & Céu Mateus & Julian Perelman, 2024. "Contribution of high-technology procedures to public healthcare expenditures: the case of ischemic heart disease in Portugal, 2002–2015," International Journal of Health Economics and Management, Springer, vol. 24(3), pages 419-437, September.
    13. Wenjun Zhu & Si Zhu & Bruno F. Sunguya & Jiayan Huang, 2021. "Urban–Rural Disparities in the Magnitude and Determinants of Stunting among Children under Five in Tanzania: Based on Tanzania Demographic and Health Surveys 1991–2016," IJERPH, MDPI, vol. 18(10), pages 1-14, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ernesto Cardenas & Ana María Osorio & Orlando Joaqui Barandica & Sayda Milena Pico Fonseca, 2022. "Mind the Gap! Socioeconomic Determinants of the Stunting Urban-Rural Gap for Children in Colombia," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 15(2), pages 415-432, April.
    2. Liu, Hong & Fang, Hai & Zhao, Zhong, 2013. "Urban–rural disparities of child health and nutritional status in China from 1989 to 2006," Economics & Human Biology, Elsevier, vol. 11(3), pages 294-309.
    3. Claus C. Pörtner & Yu-hsuan Su, 2018. "Differences in Child Health Across Rural, Urban, and Slum Areas: Evidence From India," Demography, Springer;Population Association of America (PAA), vol. 55(1), pages 223-247, February.
    4. Prashant Kumar Singh & Rajesh Kumar Rai & Lucky Singh, 2012. "Examining the Effect of Household Wealth and Migration Status on Safe Delivery Care in Urban India, 1992–2006," PLOS ONE, Public Library of Science, vol. 7(9), pages 1-12, September.
    5. Ameye, Hannah & De Weerdt, Joachim, 2020. "Child health across the rural–urban spectrum," World Development, Elsevier, vol. 130(C).
    6. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    7. Chen, Yiu Por (Vincent) & Zhang, Yuan, 2018. "A decomposition method on employment and wage discrimination and its application in urban China (2002–2013)," World Development, Elsevier, vol. 110(C), pages 1-12.
    8. Matuszewska-Janica Aleksandra, 2018. "Differences in Men’s and Women’s Wages in the Education Sector in the Baltic Sea Region States," Folia Oeconomica Stetinensia, Sciendo, vol. 18(1), pages 157-168, June.
    9. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    10. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    11. Mulubrhan Amare & Channing Arndt & Kibrom A Abay & Todd Benson, 2020. "Urbanization and Child Nutritional Outcomes," The World Bank Economic Review, World Bank, vol. 34(1), pages 63-74.
    12. Zhang, Li & Sharpe, Rhonda Vonshay & Li, Shi & Darity, William A., 2016. "Wage differentials between urban and rural-urban migrant workers in China," China Economic Review, Elsevier, vol. 41(C), pages 222-233.
    13. Pakrashi, Debayan & Saha, Sarani, 2020. "Intergenerational consequences of maternal domestic violence: Effect on nutritional status of children," GLO Discussion Paper Series 551, Global Labor Organization (GLO).
    14. René Böheim & Marian Fink & Christine Zulehner, 2021. "About time: the narrowing gender wage gap in Austria," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(4), pages 803-843, November.
    15. Kalb, Guyonne & Le, Trinh & Hunter, Boyd & Leung, Felix, 2012. "Decomposing Differences in Labour Force Status between Indigenous and Non-Indigenous Australians," IZA Discussion Papers 6808, Institute of Labor Economics (IZA).
    16. Karen Mumford & Cristina Sechel, 2020. "Pay and Job Rank among Academic Economists in the UK: Is Gender Relevant?," British Journal of Industrial Relations, London School of Economics, vol. 58(1), pages 82-113, March.
    17. Paraje, Guillermo, 2009. "Child stunting and and socio-economic inequality in Latin America and the Caribbean," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    18. Karolina Goraus & Joanna Tyrowicz, 2014. "Gender Wage Gap in Poland – Can It Be Explained by Differences in Observable Characteristics?," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 36.
    19. Roshchin, Sergey & Yemelina, Natalya, 2021. "Gender wage gap decomposition methods: Comparative analysis," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 62, pages 5-31.
    20. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.

    More about this item

    Keywords

    Child malnutrition; Rural-urban inequality; Blinder-Oaxaca decomposition; Egypt; Jordan; Yemen;
    All these keywords.

    JEL classification:

    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:hecrev:v:6:y:2016:i:1:d:10.1186_s13561-016-0097-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com/economics/journal/13561 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.