Geographical and socioeconomic inequalities in women and children's nutritional status in Pakistan in 2011: an analysis of data from a nationally representative survey
Background Pakistan has one of the highest levels of child and maternal undernutrition worldwide, but little information about geographical and socioeconomic inequalities is available. We aimed to analyse anthropometric indicators for childhood and maternal nutrition at a district level in Pakistan and assess the association of nutritional status with food security and maternal and household socioeconomic factors. Methods We used data from the 2011 Pakistan National Nutrition Survey, which included anthropometric measurements for 33 638 children younger than 5 years and 24 826 women of childbearing age. We estimated the prevalences of stunting, wasting, and underweight among children and of underweight, overweight, and obesity in women for all 143 districts of Pakistan using a Bayesian spatial technique. We used a mixed-effect linear model to analyse the association of nutritional status with individual and household sociodemographic factors and food security. Findings Stunting prevalence in Pakistan's districts ranged between 22% (95% credible interval 19-26) and 76% (69-83); the lowest figures for wasting and underweight were both less than 2.5% and the highest were 42% (34-50) for wasting and 54% (49-59) for underweight. In 106 districts, more women were overweight than were underweight; in 49 of these districts more women were obese than were underweight. Children were better nourished if their mothers were taller or had higher weight, if they lived in wealthier households, and if their mothers had 10 or more years of education. Severe food insecurity was associated with worse nutritional outcomes for both children and women. Interpretation We noted large social and geographical inequalities in child and maternal nutrition in Pakistan, masked by national and provincial averages. Pakistan is also beginning to face the concurrent challenge of high burden of childhood undernutrition and overweight and obesity among women of reproductive age. Planning, implementation, and evaluation of programmes for food and nutrition should be based on district-level needs and outcomes. Copyright (C) Di Cesare et al. Open Access article distributed under the terms of CC BY-NC-ND.
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UNICEF Headquarters, Hlth Sect Programme Div, New York, NY USATsinghua Univ, Vanke Sch Publ Hlth, 30 Shuangqing Rd, Beijing 100084, Peoples R China
Takesue, Rie
Tang, Kun
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Tsinghua Univ, Vanke Sch Publ Hlth, 30 Shuangqing Rd, Beijing 100084, Peoples R ChinaTsinghua Univ, Vanke Sch Publ Hlth, 30 Shuangqing Rd, Beijing 100084, Peoples R China
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Inst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, SpainInst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, Spain
Custodio, Estefania
Descalzo, Miguel Angel
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Inst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, SpainInst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, Spain
Descalzo, Miguel Angel
Roche, Jesus
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Inst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, SpainInst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, Spain
Roche, Jesus
Sanchez, Ignacio
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Inst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, SpainInst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, Spain
Sanchez, Ignacio
Molina, Laura
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机构:Inst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, Spain
Molina, Laura
Lwanga, Magdalena
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机构:Inst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, Spain
Lwanga, Magdalena
Bernis, Cristina
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Univ Autonoma Madrid, Dept Biol, E-28049 Madrid, SpainInst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, Spain
Bernis, Cristina
Villamor, Eduardo
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Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USAInst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, Spain
Villamor, Eduardo
Baylin, Ana
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Brown Univ, Dept Community Hlth, Providence, RI 02912 USAInst Salud Carlos III, Ctr Nacl Med Trop, Madrid 28029, Spain
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Univ Massachusetts, Sch Med, Dept Family Med & Community Hlth, EK Shriver Ctr, Waltham, MA 02452 USAUniv Massachusetts, Sch Med, Dept Family Med & Community Hlth, EK Shriver Ctr, Waltham, MA 02452 USA
Curtin, Carol
Anderson, Sarah E.
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Ohio State Univ, Coll Publ Hlth, Div Epidemiol, Columbus, OH 43210 USAUniv Massachusetts, Sch Med, Dept Family Med & Community Hlth, EK Shriver Ctr, Waltham, MA 02452 USA
Anderson, Sarah E.
Must, Aviva
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Tufts Univ, Sch Med, Dept Publ Hlth & Community Med, Boston, MA 02111 USAUniv Massachusetts, Sch Med, Dept Family Med & Community Hlth, EK Shriver Ctr, Waltham, MA 02452 USA
Must, Aviva
Bandini, Linda
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Univ Massachusetts, Sch Med, Dept Pediat, EK Shriver Ctr, Waltham, MA 02452 USA
Boston Univ, Sargent Coll, Dept Hlth Sci, Coll Hlth & Rehabil Sci, Boston, MA 02215 USAUniv Massachusetts, Sch Med, Dept Family Med & Community Hlth, EK Shriver Ctr, Waltham, MA 02452 USA
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Unilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, NetherlandsUnilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, Netherlands
Neufingerl, Nicole
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Djuwita, Ratna
Otten-Hofman, Anke
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Unilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, NetherlandsUnilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, Netherlands
Otten-Hofman, Anke
Nurdiani, Reisi
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Bogor Agr Univ, Fac Human Ecol, Kampus IPB Darmaga, Bogor 16880, IndonesiaUnilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, Netherlands
Nurdiani, Reisi
Garczarek, Ursula
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Unilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, NetherlandsUnilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, Netherlands
Garczarek, Ursula
Sulaeman, Ahmad
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Bogor Agr Univ, Fac Human Ecol, Kampus IPB Darmaga, Bogor 16880, IndonesiaUnilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, Netherlands
Sulaeman, Ahmad
Zock, Peter L.
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Unilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, NetherlandsUnilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, Netherlands
Zock, Peter L.
Eilander, Ans
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Unilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, NetherlandsUnilever R&D, Olivier van Noortlaan 120, NL-3130 AC Vlaardingen, Netherlands