IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v57y2023i4d10.1007_s11135-022-01501-x.html
   My bibliography  Save this article

A non-linear decomposition analysis of children’s dietary diversity scores: explaining rural-urban inequality

Author

Listed:
  • Atta Muhammad Asif

    (International Islamic University)

  • Muhammad Akbar

    (International Islamic University)

Abstract

Sufficient and nourishing foods during the early years of a child’s life are essential for optimal growth and healthy life. The existing disparities among rural-urban populations also affect the dietary pattern as well. Therefore, this study aims to identify the factors that contribute towards the rural-urban disparity in children’s dietary diversity (CDD) and quantify their importance for the reduction of rural-urban disparities in achieving a minimum dietary diversity level. Using Pakistan Demographic and Health Survey (PDHS) data, version 2017-18, a non-linear decomposition analysis was performed. Eighty-one (81%) of the gap in CDD between rural-urban areas is attributed to the differences in the observed factors (endowments) and of these most of the difference is explained by three factors i.e. number of antenatal care visits (45%), maternal education (18%) and type of toilet facility (15%). There is a need to explore maternal education-related interventions to decrease the rural-urban gap regarding CDD as maternal education may affect CDD through different dimensions. Moreover, such programs should be initiated that may be helpful to enhance women’s role in society, such as skilled education, well-paid job opportunities and better health facilities.

Suggested Citation

  • 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.
    • Handle: RePEc:spr:qualqt:v:57:y:2023:i:4:d:10.1007_s11135-022-01501-x
    DOI: 10.1007/s11135-022-01501-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11135-022-01501-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11135-022-01501-x?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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. Thomas Bauer & Silja Göhlmann & Mathias Sinning, 2007. "Gender differences in smoking behavior," Health Economics, John Wiley & Sons, Ltd., vol. 16(9), pages 895-909, September.
    3. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    4. Yun, Myeong-Su, 2004. "Decomposing differences in the first moment," Economics Letters, Elsevier, vol. 82(2), pages 275-280, February.
    5. Pratley, Pierre, 2016. "Associations between quantitative measures of women's empowerment and access to care and health status for mothers and their children: A systematic review of evidence from the developing world," Social Science & Medicine, Elsevier, vol. 169(C), pages 119-131.
    6. Sado, Lantona & Spaho, Alma & Hotchkiss, David R., 2014. "The influence of women's empowerment on maternal health care utilization: Evidence from Albania," Social Science & Medicine, Elsevier, vol. 114(C), pages 169-177.
    Full references (including those not matched with items on IDEAS)

    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. Powers, Daniel A. & Yun, Myeong-Su, 2009. "Multivariate Decomposition for Hazard Rate Models," IZA Discussion Papers 3971, Institute of Labor Economics (IZA).
    2. Thomas Bauer & Mathias Sinning, 2008. "An extension of the Blinder–Oaxaca decomposition to nonlinear models," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 92(2), pages 197-206, May.
    3. Takuya Hasebe, 2016. "Estimating the variance of decomposition effects," Applied Economics, Taylor & Francis Journals, vol. 48(20), pages 1902-1913, April.
    4. Annan, Jeannie & Donald, Aletheia & Goldstein, Markus & Gonzalez Martinez, Paula & Koolwal, Gayatri, 2021. "Taking power: Women’s empowerment and household Well-being in Sub-Saharan Africa," World Development, Elsevier, vol. 140(C).
    5. Owen O’Donnell & Eddy van Doorslaer & Adam Wagstaff, 2012. "Decomposition of Inequalities in Health and Health Care," Chapters, in: Andrew M. Jones (ed.), The Elgar Companion to Health Economics, Second Edition, chapter 17, Edward Elgar Publishing.
    6. Muhammad Qahraman Kakar, 2021. "Ethnic Disparities, Women Education and Empowerment in South Asia," Erudite Ph.D Dissertations, Erudite, number ph21-01 edited by Manon Domingues Dos Santos.
    7. Saha, Shree & Narayanan, Sudha, 2022. "A simplified measure of nutritional empowerment: Using machine learning to abbreviate the Women’s Empowerment in Nutrition Index (WENI)," World Development, Elsevier, vol. 154(C).
    8. Chung, Woojin & Lim, Seungji & Lee, Sunmi, 2010. "Factors influencing gender differences in smoking and their separate contributions: Evidence from South Korea," Social Science & Medicine, Elsevier, vol. 70(12), pages 1966-1973, June.
    9. Boris Kaiser, 2016. "Decomposing differences in arithmetic means: a doubly robust estimation approach," Empirical Economics, Springer, vol. 50(3), pages 873-899, May.
    10. Awoa Awoa, Paul & Atangana Ondoa, Henri & Ngoa Tabi, Henri, 2022. "Women's political empowerment and natural resource curse in developing countries," Resources Policy, Elsevier, vol. 75(C).
    11. 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.
    12. Abreha, Solomon K. & Walelign, Solomon Z. & Zereyesus, Yacob A., 2020. "Associations between Women’s Empowerment and Child Health Status in Ethiopia," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304174, Agricultural and Applied Economics Association.
    13. Antonia Grohmann & Annekathrin Schoofs, 2018. "Financial Literacy and Intra-Household Decision Making: Evidence from Rwanda," Discussion Papers of DIW Berlin 1720, DIW Berlin, German Institute for Economic Research.
    14. Saleemi, Sundus & Kofol, Chiara, 2022. "Women’s participation in household decisions and gender equality in children’s education: Evidence from rural households in Pakistan," World Development Perspectives, Elsevier, vol. 25(C).
    15. Solomon Kibret Abreha & Solomon Zena Walelign & Yacob Abrehe Zereyesus, 2020. "Associations between women’s empowerment and children’s health status in Ethiopia," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-24, July.
    16. 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.
    17. Rodriguez, Zachary, 2022. "The power of employment: Effects of India’s employment guarantee on women empowerment," World Development, Elsevier, vol. 152(C).
    18. 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.
    19. Raj, Anita & Dey, Arnab & Rao, Namratha & Yore, Jennifer & McDougal, Lotus & Bhan, Nandita & Silverman, Jay G. & Hay, Katherine & Thomas, Edwin E. & Fotso, Jean Christophe & Lundgren, Rebecka, 2024. "The EMERGE framework to measure empowerment for health and development," Social Science & Medicine, Elsevier, vol. 351(S1).
    20. S Anukriti & Catalina Herrera‐Almanza & Praveen K. Pathak & Mahesh Karra, 2020. "Curse of the Mummy‐ji: The Influence of Mothers‐in‐Law on Women in India†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(5), pages 1328-1351, October.

    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:qualqt:v:57:y:2023:i:4:d:10.1007_s11135-022-01501-x. 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 .

    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.