Decomposition of Socioeconomic Changes in the Consumption of Micronutrients in Pakistan between 2006 and 2016
- 3 April 2022
- journal article
- research article
- Published by Taylor & Francis in Biodemography and Social Biology
- Vol. 67 (2) , 133-149
Abstract
This study is conducted to decompose inequality in four important micronutrient intakes, i.e. calcium, iodine, iron, and zinc due to socioeconomic factors during 2006–2016. For this purpose, data were taken from national-level surveys, i.e. HIES-2006 and HIICS-2016. We applied a recently proposed decomposition method based on copula function to decompose between year changes in the consumption of micronutrients into structure and composition effect. The results show that average calcium and iron intakes increased by 518.54 (mg) and 0.962 (mg), respectively, while average iodine and zinc intakes decreased by 2.009 (mg) and 3.411 (mg), respectively, during the decade. Estimates of structure effect show that calcium, iodine, and iron consumption increased on average, i.e. 525.316 (mg), 14.615 (mg), and 2.15 (mg), respectively, while zinc intake decreased by 2.735 (mg). The composition effect is negative for all the four micronutrients, implying that consumption of calcium, iodine, iron, and zinc decreased as 6.7766 (mg), 16.624 (mg), 1.189 (mg), and 0.677 (mg), respectively. The main factors of this change are household income, urbanization, provinces, and household size. The policymakers need to know the importance of socioeconomic factors to improve hidden hunger in terms of micronutrient intakes.Keywords
Funding Information
- The author(s) reported there is no funding associated with the work featured in this article
This publication has 28 references indexed in Scilit:
- Unconditional Quantile RegressionsEconometrica, 2009
- Maternal and child undernutrition: global and regional exposures and health consequencesThe Lancet, 2008
- Efficient Semiparametric Estimation of Quantile Treatment EffectsEconometrica, 2007
- Counterfactual decomposition of changes in wage distributions using quantile regressionJournal of Applied Econometrics, 2005
- A cross‐section analysis of household demand for food and nutrients in TanzaniaAgricultural Economics, 2004
- Effect of micronutrient supplementation on linear growth of childrenBritish Journal of Nutrition, 2001
- The Conditional Distribution of Excess Returns: An Empirical AnalysisJournal of the American Statistical Association, 1995
- Male-Female Wage Differentials in Urban Labor MarketsInternational Economic Review, 1973
- Wage Discrimination: Reduced Form and Structural EstimatesThe Journal of Human Resources, 1973
- Technical Change and the Aggregate Production FunctionReview of Economics and Statistics, 1957