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Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health Emory University Photo credit: Matt Reichel

Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

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Page 1: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Predictors of Early Infant Stunting in El Alto, Bolivia

Kaitlyn StanhopeMPH CandidateHubert Department of Global HealthRollins School of Public HealthEmory University

Photo credit: Matt Reichel

Page 2: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Presenter Disclosures: Kaitlyn Stanhope

The following personal financial relationships with commercial interests relevant to this presentation existed during the past 12 months:• No relationships to disclose

Page 3: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Outline

• Introduction• Methods• Results• Discussion• Conclusion• Acknowledgements

Page 4: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Background

• Globally, infant malnutrition is estimated to account for 45% of deaths in children under-5 years of age.1

• Stunting in infancy results in long-term adverse effects such as impaired cognitive function and increased risk of chronic disease

• Data on determinants of stunting is scarce in Andean Latin America and Bolivia

Page 5: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Background: El Alto, Bolivia

• High levels of poverty• 15.6% of Bolivians live on less than $1.25 a day2

• High levels of infant malnutrition• 9.4% of Bolivian infants (<5 months) are moderately or

severely stunted (<-2 LAZ)3

• El Alto is a large, urban indigenous city outside La Paz

Source: http://commons.wikimedia.org/wiki/File:El_Alto,_Bolivia_(4127372958).jpg

Page 6: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Key DefinitionsLow Birthweight: • Weighing less than 2500 grams at birth regardless of

gestational age (<2500 g ).

Pre-term Birth: • Birth before 37 weeks of gestation • Measured using last menstrual period, <37 weeks

Small for Gestational Age (SGA): • Weight less than the tenth percentile for gestational age

defined with Peru as a reference population4 • Proxy for intrauterine growth restriction (<10th%)

Stunted: • Chronic malnutrition • Measured along a standard international scale • Two or more standard deviations below the length

mean for age is considered stunted (<-2 LAZ ).

Exclusive Breastfeeding: • Giving an infant no nutrient or liquid other than breast

milk.

Image credits, top to bottom: 1. Trei Brundrett, via Wiki Commons, License at: http://creativecommons.org/licenses/by-sa/2.0/deed.en 2. Zerbey, via Wiki Commons, License at: http://commons.wikimedia.org/wiki/Commons:GNU_Free_Documentation_License3. Dogra et al., via Medscape: http://emedicine.medscape.com/article/404098-overview4. Alejandro Amabar Mamai, via El Riqueno: http://www.elariquenio.com/2012/10/12/iquique-el-16-y-17-de-octubre-se-realizara-jornada-de-actualizacion-sobre-la-lactancia-materna/5. UNICEF, via: http://www.thousanddays.org/author/unicef/

 

Page 7: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Goal

The objective of this study was to identify infant and perinatal characteristics associated with moderate-to-severe stunting (LAZ <-2) among Bolivian children in early infancy (<4 months)

Photo credit: Paulina Rebolledo

Page 8: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Outline

• Introduction• Methods• Results• Discussion• Conclusion• Acknowledgements

Page 9: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Data Collection

• 274 mother-infant pairs • Recruited through well-child visits June-October 2011• Convenience sample• Data collected at two visits (4-6 weeks apart)

• Clinical & perinatal characteristics • Infant weight & length • Maternal weight, height • Baseline socio-economic

Women in waiting room of Bolivian hospital Photo credit: Paulina Rebolledo

Page 10: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Is your child less than one month old?

Are you at least 18 years old?

Do you have a history of acute illness?

Has your baby been hospitalized in the past 7 days?

Does your child have a history of congenital malformation or

immunosuppression?

Eligible

Not eligible

Inclusion and Exclusion Criteria

Page 11: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Analysis

• Multivariable logistic regression• Tested for collinearity

• Exposures of interest: • Breastfeeding • Preterm birth• Small-for-gestational age• Inter-birth spacing• Birth weight

• Confounders • Male sex• Infant Age

Page 12: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Conceptual Framework

Distal Factors: • Short stature• BMI• SES

Intermediate Factors:

• Infant Birthweight

• SGA • Pre-term • Antenatal

care• Parity • Interbirth

spacing

Proximate Factors:

• Feeding practices Outcome:

Stunting

Confounders: infant age, sex

Page 13: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Outline

• Introduction• Methods• Results• Discussion• Conclusion• Acknowledgements

Page 14: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Overlaps in Populations of Stunted, Preterm and SGA Infants

Stuntedn=76

SGA n=37

Pre-term n=41

Pre-Term n=21SGA n=18

Pre-Term and Stunted n=20Stunted n=41

Stunted and SGA n=19

Pre-Term, Stunted and SGA n=4

Page 15: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

High Prevalence of Early Infant Stunting (N=264)

Exclusive breastfeeding

Male sex

Stunting (LAZ < -2)

Preterm birth

Small for gestational age

Low birthweight

0 10 20 30 40 50 60 70 80 90 100

Percent

Page 16: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

High Prevalence of Overweight and Obesity among Mothers(N=264)

Routine antenatal care

Crowding

Overweight or obese (BMI >25)

Short Inter-birth spacing

Short stature (<145 cm)

0 10 20 30 40 50 60 70 80 90 100

Percent

Page 17: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Perinatal Characteristics Associated with Stunting (N=185)

  Bivariate Analysis Multivariable Analysis*  OR

(95% CI)p-

ValueOR

(95% CI)p-

Value Perinatal Characteristics        Preterm birth (<37 weeks)Small-for-gestational age (<10th weight percentile)

5.69 (2.32-13.92)4.22 (1.67-10.62)

<0.0010.002

4.17 (1.04-16.70)3.95 (1.16-13.50)

0.0400.028

Parity 1 birth 2-4 births 5 or more births Inter-birth spacing < 24 monthsAntenatal Care

 0.68 (0.30-1.54)

1.000.63 (0.07-5.52)3.52 (1.43-8.66)

0.41 (0.10-1.68)

 0.36

 0.68

0.006

0.21

 ------

6.74 (1.76-25.77)--

 ------

0.005--

*Controlling for infant age, SGA, Inter-birth spacing, male sex, low birthweight, in multivariable analysis.

Page 18: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Infant Characteristics Associated with Stunting (N=185)

  Bivariate Analysis Multivariable Analysis*  OR

(95% CI)p-

ValueOR

(95% CI)p-

Value Infant Characteristics        MaleAge in weeks at 1st visit

1.23 (0.56-2.73)0.96 (0.86-1.08)

0.610.52

1.57 (0.55-4.49)--

0.400--

Low Birthweight 28.63 (7.17-114.31) <0.001 12.74 (2.05-79.08) 0.006

Exclusive Breastfeeding 0.42 (0.19-0.93) 0.03 0.22 (0.07-0.70) 0.010

         

*Controlling for infant age, SGA, Inter-birth spacing, male sex, low birthweight, in multivariable analysis.

Page 19: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Outline

• Introduction• Methods• Results• Discussion• Conclusion• Acknowledgements

Page 20: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Discussion

• Strengths: • Data from early infancy• Unique population

• Limitations:• Small sample size (prevented stratification of small

gestational age)• Only 2 time points• Convenience sample

• Future Directions• Longitudinal study throughout first year of life • Further measurement of socio-demographic factors

Page 21: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Conclusions

• In Bolivia, the prevalence of stunting is high in early infancy and early interventions are key

• Interventions to prevent SGA and pre-term birth are important to prevent infant stunting

• Birth spacing and exclusive breast feeding is also important to preventing stunting in Bolivian infants

Photo credit: Matt Reichel

Page 22: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

Acknowledgments

• Study participants and their families• All study collaborators• Dedicated study staff in El Alto, Bolivia

Page 23: Predictors of Early Infant Stunting in El Alto, Bolivia Kaitlyn Stanhope MPH Candidate Hubert Department of Global Health Rollins School of Public Health

References

1. Black, R. E., L. H. Allen, et al. (2008). "Maternal and child undernutrition: global and regional exposures and health consequences." Lancet 371(9608): 243-260.

2. The World Bank Group. (2014). Poverty. Retrieved September 2014, from The World Bank

3. Coa, R. O., Luis H. (2009). Bolivia-- Encuesta Nacional de Demografia y Salud 2008. DHS Final Reports. M. DHS. Calverton, Maryland, USA, Macro International Inc.

4. Mikolajczyk RT, Zhang J, Betran AP, et al. A global reference for fetal-weight and birthweight percentiles. The Lancet 2011; 377: 1855-61