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Record W2399174654 · doi:10.1111/mcn.12285

Stop stunting: Pakistan perspective on how this could be realized

2016· article· en· W2399174654 on OpenAlexaff
Jai K Das, Abdul Baseer Khan Achakzai, Zulfiqar A Bhutta

Bibliographic record

VenueMaternal and Child Nutrition · 2016
Typearticle
Languageen
FieldNursing
TopicChild Nutrition and Water Access
Canadian institutionsSickKids FoundationCentre for Global Health ResearchHospital for Sick Children
Fundersnot available
KeywordsMedicinePerspective (graphical)Artificial intelligence

Abstract

fetched live from OpenAlex

Globally, nearly half of all under-five deaths annually (3 million deaths) are attributable to undernutrition, as malnutrition is associated with increased risk of morbidity and infections, which leads to mortality (Liu et al. 2015). In 2011, at least 165 million children worldwide were stunted, and 52 million were wasted, with higher prevalence in south Asia and sub-Saharan Africa. Malnutrition is not confined to children but is also rampant among women of reproductive age. This maternal malnutrition contributes to fetal growth restriction, which leads to low birthweight and increases risk of childhood infections and mortality. Children exposed to these risks early in life have a higher risk of growth faltering and stunting, which can cause long-term irreversible and detrimental cognitive, motor and health impairments (Black et al. 2013). Most of the irreversible damage due to malnutrition occurs during gestation and in the first 24 months of life, hence underscores the importance of intervening in this period. Malnutrition is widespread in Pakistan among all ages, and the progress has not been encouraging over the last decade. One-third of children in Pakistan are underweight, 44% are stunted, 15% are wasted, half of them are anemic, and almost one-third of the children have iron deficiency anemia (Table 1) (Government of Pakistan 2011). There is prominent inequity between the nutritional indicators of urban and rural populations, and children from the poorest wealth quintile are faring the worst. Among women, 14% of women of reproductive age are thin or undernourished (BMI less than 18.5 kg/m2), and this prevalence is highest among the poorest, uneducated and rural-dwelling women. Micronutrient deficiencies are also prevalent among women with half of the women anaemic and high rates of vitamin A, zinc and iron deficiencies (Government of Pakistan 2011). Figure 1 shows that stunting prevalence varies greatly within Pakistan's districts, ranging between 22% and 76%. The lowest figures for wasting and underweight were both less than 2.5% and the highest were 42% for wasting and 54% for underweight (Di Cesare et al. 2015). Current recommendations for improved infant and young child nutrition (IYCN) include initiation of breastfeeding within 1 h of birth, exclusive breastfeeding of infants until 6 months of age, introduction of safe and nutritionally rich foods in addition to breastfeeding at about 6 months of age and continued breastfeeding with complementary feeding until 2 years of age or older. All IYCN indicators in Pakistan are ‘undesirably low’ even when compared with other countries in the South Asian region. Pakistan is conspicuous for having the lowest rates for early initiation of breastfeeding, exclusive breastfeeding rates and timely initiati on of complementary feeding (Table 2); and the highest rate in the region for bottle feeding. Latest data suggest that immediate breastfeeding is initiated in 18% of all births, whereas exclusive breastfeeding is carried out in only 38% of infants younger than 6 months in 2011. In Pakistan, 20% of children aged 2 months and 46% aged 9 to 11 months were reported using bottles with nipples and 19% of children aged 4–5 months were being fed solid to semi-solid food. In addition, complementary feeding practices are far from optimal as 15% of the children meet the minimum acceptable diet and 22% observe minimum dietary diversity (Government of Pakistan 2011; Pakistan Demographic and Health Survey 2013). Several factors account for these failures in improving child-feeding practices and hence nutrition. There is a general lack of awareness among the population regarding optimal feeding practices and other social taboos and misconceptions (such as the concept of ‘hot and cold foods’ or inappropriateness of foods for children) that further affect practices. The promotion and marketing of infant formulas is a recognized barrier for exclusive and predominant breastfeeding practices. To improve child nutrition and reduce stunting, it is imperative to focus on other parallel factors including improving maternal nutrition and antenatal care and especially nutrition of adolescent girls and young mothers. Low literacy rates among women, their lack of empowerment and involvement in decision-making, early marriages, high fertility rates with lack of birth spacing, and poor access to health care facilities are all important determinants of child and maternal malnutrition. To this must be added measures to prevent common childhood illnesses such as diarrhea and acute respiratory infections and improve access to timely and quality care. Other factors affecting nutrition include poverty, food insecurity, unsafe water, poor sanitation and environmental hygiene. Recent data in Pakistan suggest that about 58 million people (36%) either defecate in the open or have access to shared toilets, in rural areas, 45% of the population still practice open defecation. Around 50% of the population has access to piped water, while other measures indicate that the majority of households (90%) do not treat their drinking water, and only 8% of households use an appropriate water treatment method (Government of Pakistan 2011). In addition to the lack of progress, there are also widespread disparities in health care accessibility and quality that need to be bridged. Bringing the health services closer to women and children would make the difference. Pakistan has an extensive existing lady health workers programme, which with improvements can pave the way to reduce these inequalities. Social safety nets are another recognized medium, which can be implemented. There is a need to ensure regular data on nutrition indicators with more discrete regional-level or district-level data. There is need for integrating various different sectors and programmes to achieve the desired results effectively and efficiently as many of the determinants and influencing factors are outside the health sector. A behavioral change communication activity should be designed and implemented at national level to impart the IYCN messages, and these messages (behavioral change communication) should be tailored to the local needs and should be very specific and clear, and it should be given at the same level so that mother should associate with it. Promotion of practices that promote healthy lifestyle, food availabi-lity, diversity, access, proper storage, preparation and utilization among economically disadvantaged segment of population should be ensured. Religious leaders in Pakistan can play a vital role in this advocacy as the Holy Quran has advised breastfeeding for 2 years, this must be used as a motivating agent in all advocacy campaigns, and religious leaders must be given detailed trainings on the code. The skills of health care providers should be enhanced to ensure optimum nutrition during pregnancy and early infancy and this should include lactation support. The situation in Pakistan is ripe for change with a greater current emphasis on nutrition and formulation of various national and provincial nutrition focused strategies; policy makers and planners need to recognize the importance of improved child health and nutrition for national development and look at nutrition strategies as a net investment in the nation's future. The authors declare that they have no conflicts of interest. All authors contributed to the writing.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.279
Threshold uncertainty score0.576

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.280
Teacher spread0.266 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations35
Published2016
Admission routes1
Has abstractyes

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