Skip to main content
Erschienen in: Journal of Public Health 4/2021

08.01.2020 | Original Article

Analysing malnutrition status of urban children in Bangladesh: quantile regression modelling

verfasst von: Md. Momin Islam, Wasimul Bari

Erschienen in: Journal of Public Health | Ausgabe 4/2021

Einloggen, um Zugang zu erhalten

Abstract

Objective

This paper attempts to investigate the determinants of child malnutrition in Bangladesh by using a data set obtained from Urban Health Survey (UHS) 2013.

Study design and method

The UHS 2013 followed a stratified three-stage sampling procedure. Information on maternal and child characteristics was collected from the last child born preceding three years of survey. Robust quantile regression (QR) models have been used to find out potential factors responsible for child malnutrition of urban areas of Bangladesh using standardized stunting score as dependent variable.

Results

Place of residence (Domain), mother’s age at birth of index child, gender of the child, wealth index, education of mother, working status of mother, access to media, antenatal care, and place of delivery were found to have significant association with the malnutrition of children of urban areas of Bangladesh.

Conclusion

Some recommendations have been suggested to improve the nutrition status of children of urban areas of Bangladesh.
Literatur
Zurück zum Zitat Altman DG, Royston P (2006) The cost of dichotomising continuous variables. Br Med J 332(7549):1080CrossRef Altman DG, Royston P (2006) The cost of dichotomising continuous variables. Br Med J 332(7549):1080CrossRef
Zurück zum Zitat Austin PC, Brunner LJ (2004) Inflation of the type I error rate when a continuous confounding variable is categorized in logistic regression analyses. Stat Med 23:1159–1178CrossRef Austin PC, Brunner LJ (2004) Inflation of the type I error rate when a continuous confounding variable is categorized in logistic regression analyses. Stat Med 23:1159–1178CrossRef
Zurück zum Zitat Bangladesh Demographic and Health Survey, 2014 Bangladesh Demographic and Health Survey, 2014
Zurück zum Zitat Chen H, Cohen P, Chen S (2007) Biased odds ratios from dichotomization of age. Stat Med 26(18):3487–3497CrossRef Chen H, Cohen P, Chen S (2007) Biased odds ratios from dichotomization of age. Stat Med 26(18):3487–3497CrossRef
Zurück zum Zitat Das S, Gulshan J (2017) Different forms of malnutrition among under five children in Bangladesh: a cross sectional study on prevalence and determinants. BMC Nutrition 3(1):1CrossRef Das S, Gulshan J (2017) Different forms of malnutrition among under five children in Bangladesh: a cross sectional study on prevalence and determinants. BMC Nutrition 3(1):1CrossRef
Zurück zum Zitat Davino C, Furno M, Vistocco D (2013) Quantile regression: theory and applications. John Wiley & Sons Davino C, Furno M, Vistocco D (2013) Quantile regression: theory and applications. John Wiley & Sons
Zurück zum Zitat De Onis M, Blössner M (2003) The World Health Organization global database on child growth and malnutrition: methodology and applications. Int J Epidemiol 32(4):518–526CrossRef De Onis M, Blössner M (2003) The World Health Organization global database on child growth and malnutrition: methodology and applications. Int J Epidemiol 32(4):518–526CrossRef
Zurück zum Zitat Draper NR, Smith H (1998) Applied regression analysis. John Wiley & Sons Draper NR, Smith H (1998) Applied regression analysis. John Wiley & Sons
Zurück zum Zitat Fedorov V, Mannino F, Zhang R (2009) Consequences of dichotomization. Pharm Stat J Appl Stat Pharm Ind 8(1):50–61 Fedorov V, Mannino F, Zhang R (2009) Consequences of dichotomization. Pharm Stat J Appl Stat Pharm Ind 8(1):50–61
Zurück zum Zitat Hong R, Banta JE, Betancourt JA (2006) Relationship between household wealth inequality and chronic childhood under-nutrition in Bangladesh. Int J Equity Health 5(1):15CrossRef Hong R, Banta JE, Betancourt JA (2006) Relationship between household wealth inequality and chronic childhood under-nutrition in Bangladesh. Int J Equity Health 5(1):15CrossRef
Zurück zum Zitat Hossain MZ (2001) Rural-urban migration in Bangladesh: a micro-level study. In Brazil IUSSP conference 20–24 Hossain MZ (2001) Rural-urban migration in Bangladesh: a micro-level study. In Brazil IUSSP conference 20–24
Zurück zum Zitat Jesmin A, Yamamoto SS, Malik AA, Haque MA (2011) Prevalence and determinants of chronic malnutrition among preschool children: a cross-sectional study in Dhaka City, Bangladesh. J Health Popul Nutr 29(5):494CrossRef Jesmin A, Yamamoto SS, Malik AA, Haque MA (2011) Prevalence and determinants of chronic malnutrition among preschool children: a cross-sectional study in Dhaka City, Bangladesh. J Health Popul Nutr 29(5):494CrossRef
Zurück zum Zitat Koenker R, Bassett G Jr (1978) Regression quantiles. Econometrica: J Econ Soc 46:33–50CrossRef Koenker R, Bassett G Jr (1978) Regression quantiles. Econometrica: J Econ Soc 46:33–50CrossRef
Zurück zum Zitat MacCallum RC, Zhang S, Preacher KJ, Rucker DD (2002) On the practice of dichotomization of quantitative variables. Psychol Methods 1:19CrossRef MacCallum RC, Zhang S, Preacher KJ, Rucker DD (2002) On the practice of dichotomization of quantitative variables. Psychol Methods 1:19CrossRef
Zurück zum Zitat Maronna RA, Martin RD, Yohai VJ, Salibián-Barrera M (2019) Robust statistics: theory and methods (with R). John Wiley & Sons Maronna RA, Martin RD, Yohai VJ, Salibián-Barrera M (2019) Robust statistics: theory and methods (with R). John Wiley & Sons
Zurück zum Zitat Mohammad KA, Haque ME, Bari W (2017) Does community facility play a vital role on nutrition status of under-five children in Bangladesh. Dhaka Univ J Sci 65(1):27–33CrossRef Mohammad KA, Haque ME, Bari W (2017) Does community facility play a vital role on nutrition status of under-five children in Bangladesh. Dhaka Univ J Sci 65(1):27–33CrossRef
Zurück zum Zitat Naggara O, Raymond J, Guilbert F, Roy D, Weill A, Altman DG (2011) Analysis by categorizing or dichotomizing continuous variables is inadvisable: an example from the natural history of unruptured aneurysms. Am J Neuroradiol 32(3):437–440CrossRef Naggara O, Raymond J, Guilbert F, Roy D, Weill A, Altman DG (2011) Analysis by categorizing or dichotomizing continuous variables is inadvisable: an example from the natural history of unruptured aneurysms. Am J Neuroradiol 32(3):437–440CrossRef
Zurück zum Zitat Nahar B, Ahmed T, Brown KH, Hossain MI (2010) Risk factors associated with severe underweight among young children reporting to a diarrhoea treatment facility in Bangladesh, Journal of health, population, and nutrition. 28(5):476 Nahar B, Ahmed T, Brown KH, Hossain MI (2010) Risk factors associated with severe underweight among young children reporting to a diarrhoea treatment facility in Bangladesh, Journal of health, population, and nutrition. 28(5):476
Zurück zum Zitat National Institute of Population Research and Training (NIPORT), MEASURE Evaluation, International Centre for Diarrhoeal Disease Research, Bangladesh (ICDDR,B), and Associates for Community and Population Research (ACPR) (2006) Bangladesh Urban Health Survey. Dhaka, Bangladesh and Chapel Hill, NC, USA: NIPORT, MEASURE Evaluation, ICDDR,B, and ACPR; 2008 National Institute of Population Research and Training (NIPORT), MEASURE Evaluation, International Centre for Diarrhoeal Disease Research, Bangladesh (ICDDR,B), and Associates for Community and Population Research (ACPR) (2006) Bangladesh Urban Health Survey. Dhaka, Bangladesh and Chapel Hill, NC, USA: NIPORT, MEASURE Evaluation, ICDDR,B, and ACPR; 2008
Zurück zum Zitat National Institute of Population Research and Training (NIPORT), International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), MEASURE Evaluation. 2015. Bangladesh Urban Health Survey (2013) Final Report. Dhaka, Bangladesh and Chapel Hill, North Carolina (USA): NIPORT, icddr,b, and MEASURE Evaluation. National Institute of Population Research and Training (NIPORT), International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), MEASURE Evaluation. 2015. Bangladesh Urban Health Survey (2013) Final Report. Dhaka, Bangladesh and Chapel Hill, North Carolina (USA): NIPORT, icddr,b, and MEASURE Evaluation.
Zurück zum Zitat Niger T, Khatun S, Nurul I, Kazuhiro O (2010) Determinants of malnutrition among the children under 2 years of age. Pakistan J Nutr 9(1):27–34 Niger T, Khatun S, Nurul I, Kazuhiro O (2010) Determinants of malnutrition among the children under 2 years of age. Pakistan J Nutr 9(1):27–34
Zurück zum Zitat Olsen CS, Clark AE, Thomas AM, Cook LJ (2012) Comparing least-squares and quantile regression approaches to Analyzing median hospital charges. Acad Emerg Med 19(7):866–875CrossRef Olsen CS, Clark AE, Thomas AM, Cook LJ (2012) Comparing least-squares and quantile regression approaches to Analyzing median hospital charges. Acad Emerg Med 19(7):866–875CrossRef
Zurück zum Zitat Ragland DR (1992) Dichotomizing continuous outcome variables: dependence of the magnitude of association and statistical power on the cutpoint. Epidemiology (Cambridge, Mass) 3(5):434–440CrossRef Ragland DR (1992) Dichotomizing continuous outcome variables: dependence of the magnitude of association and statistical power on the cutpoint. Epidemiology (Cambridge, Mass) 3(5):434–440CrossRef
Zurück zum Zitat Rahman AZ, Biswas SC (2009) Nutritional status of under-5 children in Bangladesh. S Asian J Population Health 2(1):1–1 Rahman AZ, Biswas SC (2009) Nutritional status of under-5 children in Bangladesh. S Asian J Population Health 2(1):1–1
Zurück zum Zitat Rodriguez RN, Yao Y (2017) Five things you should know about quantile regression. In Proceedings of the SAS global forum 2017 conference, Orlando 2–5 Rodriguez RN, Yao Y (2017) Five things you should know about quantile regression. In Proceedings of the SAS global forum 2017 conference, Orlando 2–5
Zurück zum Zitat Srinivasan CS, Zanello G, Shankar B (2013) Rural-urban disparities in child nutrition in Bangladesh and Nepal. BMC Public Health 13(1):581CrossRef Srinivasan CS, Zanello G, Shankar B (2013) Rural-urban disparities in child nutrition in Bangladesh and Nepal. BMC Public Health 13(1):581CrossRef
Zurück zum Zitat Streiner DL (2002) Breaking up is hard to do: the heartbreak of dichotomizing continuous data. Can J Psychiatry 47(3):262–266CrossRef Streiner DL (2002) Breaking up is hard to do: the heartbreak of dichotomizing continuous data. Can J Psychiatry 47(3):262–266CrossRef
Zurück zum Zitat Talukder A (2017) Factors associated with malnutrition among under-five children: illustration using Bangladesh demographic and health survey, 2014 data. Children 4(10):88CrossRef Talukder A (2017) Factors associated with malnutrition among under-five children: illustration using Bangladesh demographic and health survey, 2014 data. Children 4(10):88CrossRef
Zurück zum Zitat UNICEF/WHO/World Bank (2019). Joint Child Malnutrition Estimates UNICEF/WHO/World Bank (2019). Joint Child Malnutrition Estimates
Zurück zum Zitat World Health Organization (2002) Global strategy for infant and young child feeding. WHO, WHA 55/15 World Health Organization (2002) Global strategy for infant and young child feeding. WHO, WHA 55/15
Zurück zum Zitat World Health Organization (2010) Child Mortality Levels: Probability of Dying per 1000 live Births, Data by County World Health Organization (2010) Child Mortality Levels: Probability of Dying per 1000 live Births, Data by County
Zurück zum Zitat Yeh CC, Wang KM, Suen YB (2009) Quantile analyzing the dynamic linkage between inflation uncertainty and inflation. Probl Perspect Manag 7(1):21–28 Yeh CC, Wang KM, Suen YB (2009) Quantile analyzing the dynamic linkage between inflation uncertainty and inflation. Probl Perspect Manag 7(1):21–28
Metadaten
Titel
Analysing malnutrition status of urban children in Bangladesh: quantile regression modelling
verfasst von
Md. Momin Islam
Wasimul Bari
Publikationsdatum
08.01.2020
Verlag
Springer Berlin Heidelberg
Erschienen in
Journal of Public Health / Ausgabe 4/2021
Print ISSN: 2198-1833
Elektronische ISSN: 1613-2238
DOI
https://doi.org/10.1007/s10389-019-01191-0

Weitere Artikel der Ausgabe 4/2021

Journal of Public Health 4/2021 Zur Ausgabe