IDEAS home Printed from https://ideas.repec.org/h/wsi/wschap/9789812773319_0011.html
   My bibliography  Save this book chapter

Modelling the Health of Filipino Children

In: Econometrics, Statistics And Computational Approaches In Food And Health Sciences

Author

Listed:
  • ALOK BHARGAVA

    (University of Houston, USA)

Abstract

This paper estimates dynamic models for nutrient intakes, height, weight and morbidity spells by using longitudinal data on 312 children between the ages 1 and 10 years from the Bukidnon region of the Philippines. The analysis attempts to integrate the biomedical aspects of anthropometric assessment with the behavioural factors affecting health. The time dimension of child health is emphasized and a triangular system of equations for height, weight and morbidity spells is estimated. The empirical results show positive associations between protein intake and the children's heights and a negative association between β-carotene intake and an index of morbidity. Also, the susceptible children can be identified by using anthropometric variables.

Suggested Citation

  • Alok Bhargava, 2006. "Modelling the Health of Filipino Children," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 11, pages 153-168, World Scientific Publishing Co. Pte. Ltd..
    • Handle: RePEc:wsi:wschap:9789812773319_0011
    as

    Download full text from publisher

    File URL: https://www.worldscientific.com/doi/pdf/10.1142/9789812773319_0011
    Download Restriction: Ebook Access is available upon purchase.
    File URL: https://www.worldscientific.com/doi/abs/10.1142/9789812773319_0011
    Download Restriction: Ebook Access is available upon purchase.
    ---><---

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

    Other versions of this item:

    References listed on IDEAS

    as
    1. Alok Bhargava & J. D. Sargan, 2006. "Estimating Dynamic Random Effects Models From Panel Data Covering Short Time Periods," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 1, pages 3-27, World Scientific Publishing Co. Pte. Ltd..
    2. D. R. Cox, 1992. "Causality: Some Statistical Aspects," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 155(2), pages 291-301, March.
    3. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6, National Bureau of Economic Research, Inc.
    4. Alok Bhargava, 2006. "Estimating Short and Long Run Income Elasticities of Foods and Nutrients for Rural South India," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 5, pages 81-98, World Scientific Publishing Co. Pte. Ltd..
    5. Alok Bhargava, 2006. "Identification and Panel Data Models with Endogenous Regressors," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 3, pages 49-60, World Scientific Publishing Co. Pte. Ltd..
    6. Richard A. Kronmal, 1993. "Spurious Correlation and the Fallacy of the Ratio Standard Revisited," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 156(3), pages 379-392, May.
    7. George J. Stigler, 1945. "The Cost of Subsistence," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 27(2), pages 303-314.
    8. D. R. Cox & R. Fitzpatrick & A. E. Fletcher & S. M. Gore & D. J. Spiegelhalter & D. R. Jones, 1992. "Quality‐Of‐Life Assessment: Can We Keep it Simple?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 155(3), pages 353-375, May.
    9. Hollis B. Chenery, 1949. "Engineering Production Functions," The Quarterly Journal of Economics, Oxford University Press, vol. 63(4), pages 507-531.
    10. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1.
    11. Cebu Study Team, 1992. "A child health production function estimated from longitudinal data," Journal of Development Economics, Elsevier, vol. 38(2), pages 323-351, April.
    12. Hollis Chenery† & T.N. Srinivasan (ed.), 1988. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 1, number 1.
    13. Behrman, Jere R. & Deolalikar, Anil B., 1988. "Health and nutrition," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 1, chapter 14, pages 631-711, Elsevier.
    14. Alok Bhargava, 2006. "Wald Tests And Systems Of Stochastic Equations," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 2, pages 29-48, World Scientific Publishing Co. Pte. Ltd..
    15. T. J. Cole, 1988. "Fitting Smoothed Centile Curves to Reference Data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 151(3), pages 385-406, May.
    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. Morduch, Jonathan J. & Stern, Hal S., 1997. "Using mixture models to detect sex bias in health outcomes in Bangladesh," Journal of Econometrics, Elsevier, vol. 77(1), pages 259-276, March.
    2. Alok Bhargava & Aravinda M. Guntupalli & Michael Lokshin & Larry L. Howard, 2014. "Modeling The Effects Of Immunizations Timing On Child Health Outcomes In India," Health Economics, John Wiley & Sons, Ltd., vol. 23(5), pages 606-620, May.
    3. Bhargava, Alok, 2008. "Randomized controlled experiments in health and social sciences: Some conceptual issues," Economics & Human Biology, Elsevier, vol. 6(2), pages 293-298, July.
    4. Alok Bhargava, 2010. "An econometric analysis of dividends and share repurchases by US firms," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(3), pages 631-656, July.
    5. Rieger, Matthias & Wagner, Natascha, 2015. "Child health, its dynamic interaction with nutrition and health memory – Evidence from Senegal," Economics & Human Biology, Elsevier, vol. 16(C), pages 135-145.
    6. Variyam, Jayachandran, 2003. "Factors Affecting the Macronutrient Intake of U.S. Adults," Technical Bulletins 184322, United States Department of Agriculture, Economic Research Service.
    7. Katja Coneus & C. Katharina Spieß, 2008. "The Intergenerational Transmission of Health in Early Childhood," SOEPpapers on Multidisciplinary Panel Data Research 126, DIW Berlin, The German Socio-Economic Panel (SOEP).
    8. Dasgupta, Partha, 1997. "Nutritional status, the capacity for work, and poverty traps," Journal of Econometrics, Elsevier, vol. 77(1), pages 5-37, March.
    9. Bhargava, Alok & Fox-Kean, Melanie, 2003. "The effects of maternal education versus cognitive test scores on child nutrition in Kenya," Economics & Human Biology, Elsevier, vol. 1(3), pages 309-319, December.
    10. Denis Heng-Yan Leung & Dylan S. Small & Jing Qin & Min Zhu, 2013. "Shrinkage Empirical Likelihood Estimator in Longitudinal Analysis with Time-Dependent Covariates—Application to Modeling the Health of Filipino Children," Biometrics, The International Biometric Society, vol. 69(3), pages 624-632, September.
    11. Schultz, T. Paul, 1997. "Assessing the productive benefits of nutrition and health: An integrated human capital approach," Journal of Econometrics, Elsevier, vol. 77(1), pages 141-158, March.
    12. Bhargava, Alok, 1997. "Nutritional status and the allocation of time in Rwandese households," Journal of Econometrics, Elsevier, vol. 77(1), pages 277-295, March.
    13. Kakwani, Nanak & Wagstaff, Adam & van Doorslaer, Eddy, 1997. "Socioeconomic inequalities in health: Measurement, computation, and statistical inference," Journal of Econometrics, Elsevier, vol. 77(1), pages 87-103, March.
    14. Larry L. Howard & Denise L. Stanley, 2017. "Remittances channels and the physical growth of Honduran children," International Review of Applied Economics, Taylor & Francis Journals, vol. 31(3), pages 376-397, May.
    15. Howard, Larry L. & Prakash, Nishith, 2009. "Do Means-Tested School Lunch Subsidies Change Children's Weekly Consumption Patterns?," IZA Discussion Papers 4427, Institute of Labor Economics (IZA).
    16. Bhargava, Alok, 1997. "Editor's introduction: Analysis of data on health," Journal of Econometrics, Elsevier, vol. 77(1), pages 1-4, March.
    17. Bhargava, Alok, 2003. "Family planning, gender differences and infant mortality: evidence from Uttar Pradesh, India," Journal of Econometrics, Elsevier, vol. 112(1), pages 225-240, January.

    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. Alok Bhargava & Dean T. Jamison & Lawrence J. Lau & Christopher J. L. Murray, 2006. "Modeling the effects of health on economic growth," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 20, pages 269-286, World Scientific Publishing Co. Pte. Ltd..
    2. Alok Bhargava, 2013. "Executive compensation, share repurchases and investment expenditures: econometric evidence from US firms," Review of Quantitative Finance and Accounting, Springer, vol. 40(3), pages 403-422, April.
    3. Akhand Akhtar Hossain, 2009. "Central Banking and Monetary Policy in the Asia-Pacific," Books, Edward Elgar Publishing, number 12777.
    4. Hoddinott, John, 1997. "Water, health, and income," FCND discussion papers 25, International Food Policy Research Institute (IFPRI).
    5. Gragnolati, Michele, 1999. "Children's growth and poverty in rural Guatemala," Policy Research Working Paper Series 2193, The World Bank.
    6. Penders, Christopher L. & Staatz, John M., 2001. "The Impact Of Household Level Determinants Of Child Health And Nutrition: Cross-Country Evidence From West Africa," Staff Paper Series 11579, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    7. Elisabetta De Cao, 2010. "The Height Production Function from Birth to Early Adulthood," CEIS Research Paper 165, Tor Vergata University, CEIS, revised 28 May 2010.
    8. repec:eee:labchp:v:2:y:1986:i:c:p:1183-1217 is not listed on IDEAS
    9. Bhargava, Alok, 2014. "Firms’ fundamentals, macroeconomic variables and quarterly stock prices in the US," Journal of Econometrics, Elsevier, vol. 183(2), pages 241-250.
    10. Johannes Gräb & Jan Priebe, 2009. "Low Malnutrition but High Mortality: Explaining the Paradox of the Lake Victoria Region," Ibero America Institute for Econ. Research (IAI) Discussion Papers 185, Ibero-America Institute for Economic Research.
    11. Alok Bhargava, 2022. "Econometric modelling of carbon dioxide emissions and concentrations, ambient temperatures and ocean deoxygenation," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(1), pages 178-201, January.
    12. Alok Bhargava, 2010. "An econometric analysis of dividends and share repurchases by US firms," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(3), pages 631-656, July.
    13. Muller, Christophe, 2009. "Do agricultural outputs of partly autarkic peasants affect their health and nutrition? Evidence from Rwanda," Food Policy, Elsevier, vol. 34(2), pages 166-175, April.
    14. Gerald E. Auten, 1974. "The Distribution of Revenue-Sharing Funds and Local Public Expenditure Needs," Public Finance Review, , vol. 2(3), pages 352-375, July.
    15. J. Daniel Hammond, 2010. "The Development of Post-war Chicago Price Theory," Chapters, in: Ross B. Emmett (ed.), The Elgar Companion to the Chicago School of Economics, chapter 1, Edward Elgar Publishing.
    16. Bhargava, Alok & Fox-Kean, Melanie, 2003. "The effects of maternal education versus cognitive test scores on child nutrition in Kenya," Economics & Human Biology, Elsevier, vol. 1(3), pages 309-319, December.
    17. Schmidt-Hebbel, K. & Serven, L., 1997. "Saving Across the World: Puzzles and Policies," World Bank - Discussion Papers 354, World Bank.
    18. Hindman Persson, Therése, 2001. "Women's Health Choices and the Effects on Child Health," Working Papers 2001:7, Lund University, Department of Economics, revised 21 Jan 2002.
    19. Chul‐Woo Kwon & Peter F. Orazem & Daniel M. Otto, 2006. "Off‐farm labor supply responses to permanent and transitory farm income," Agricultural Economics, International Association of Agricultural Economists, vol. 34(1), pages 59-67, January.
    20. Bunting, David, 2009. "The saving decline: Macro-facts, micro-behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 70(1-2), pages 282-295, May.
    21. Jonathan Gruber & Aaron Yelowitz, 1999. "Public Health Insurance and Private Savings," Journal of Political Economy, University of Chicago Press, vol. 107(6), pages 1249-1274, December.

    More about this item

    Keywords

    Econometrics; Nutrition; Health; Child Development; Psychology; Behavioral Nutrition; Demography; Anthropology; Economic Development; Agricultural Economics; Environmental Sciences; Epidemiology; Nonlinear Optimization;
    All these keywords.

    JEL classification:

    • C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General
    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy
    • Z18 - Other Special Topics - - Cultural Economics - - - Public Policy

    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:wsi:wschap:9789812773319_0011. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: http://www.worldscientific.com/page/worldscibooks .

    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: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscientific.com/page/worldscibooks .

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.