Association between short birth spacing and child malnutrition in Bangladesh: a propensity score matching approach
Foyez Ahmmed1,2, Md Nahid Hasan3,4, Md Faruk Hossain5
1Department of Statistics, Comilla University, Cumilla, Bangladesh jamal.du.p48@gmail.com foyez.sbi@gmail.com.
Insights
Short birth spacing (less than 33 months) significantly increases the risk of multiple child malnutrition forms. Women's empowerment and early marriage exacerbate these risks, highlighting the need for targeted interventions.
Area of Science:
- Public Health
- Pediatrics
- Demography
Background:
- Child malnutrition remains a significant global health challenge.
- Short birth spacing (SBS), defined as <33 months between births, is a potential risk factor for adverse child health outcomes.
Purpose of the Study:
- To investigate the association between short birth spacing (SBS) and multiple concurrent forms of child malnutrition (MCFCM) and at least one form of child malnutrition (ALOFCM).
- To explore the modifying effects of women's empowerment, education, economic status (3E index), age at marriage, and place of residence on this association.
Main Methods:
- Utilized data from the 2017-18 Bangladesh Demographic and Health Survey.
- Employed propensity score matching (PSM) with four distance functions (logistic regression, CART, SNN, RF) to analyze the effects of SBS.
- Examined effect modification in various subsamples based on women's 3E index, age at marriage, and residence.
Main Results:
- Short birth spacing (SBS) was prevalent in 22.16% of cases.
- Propensity score matching revealed significantly higher odds of MCFCM (AOR=1.25) and ALOFCM (AOR=1.20) in children with SBS.
- The adverse effects of SBS on child malnutrition were more pronounced in women with higher 3E index scores and those married at or before 18 years of age.
Conclusions:
- Short birth spacing is a significant risk factor for child malnutrition.
- Women's empowerment and early age at marriage are critical factors that modify the impact of SBS on child malnutrition.
Objectives:
This study aimed to explore the effects of short birth spacing (SBS), which is defined as a period of less than 33 months between two successive births, on multiple concurrent forms of child malnutrition (MCFCM) and at least one form of child malnutrition (ALOFCM) using propensity score matching (PSM).
Methods:
This study used data extracted from the 2017-18 Bangladesh Demographic and Health Survey. PSM with four different distance functions, including logistic regression, classification and regression tree, single hidden layer neural network and random forest, were performed to evaluate the effects of SBS on MCFCM and ALOFCM. We also explored how the effects were modified in different subsamples, including women's empowerment, education and economic status (women's 3E index)-constructed based on women's decision-making autonomy, education level, and wealth index, and age at marriage, and place of residence.
Results:
The prevalence of SBS was 22.16% among the 4652 complete cases. The matched samples of size 2062 generated by PSM showed higher odds of MCFCM (adjusted OR (AOR)=1.25, 95% CI=1.02 to 1.56, p=0.038) and ALOFCM (AOR=1.20, 95% CI=1.01 to 1.42, p=0.045) for the SBS children compared with their counterparts. In the subsample of women with 3E index≥50% coverage, the SBS children showed higher odds of MCFCM (AOR: 1.43, 95% CI=1.03 to 2.00, p=0.041] and ALOFCM (AOR: 1.33, 95% CI=1.02 to 1.74, p=0.036). Higher odds of MCFCM (AOR=1.27, 95% CI=1.02 to 1.58, p=0.036) and ALOFCM (AOR=1.23, 95% CI=1.02 to 1.51, p=0.032) for SBS children than normal children were also evident for the subsample of mothers married at age≤18 years.
Conclusion:
SBS was significantly associated with child malnutrition, and the effect was modified by factors such as women's autonomy and age at marriage.
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