| Literature DB >> 30621049 |
Shanshan Li1, Ai Yue2, Cody Abbey3, Alexis Medina4, Yaojiang Shi5.
Abstract
Poor rural areas in China exhibit the country's highest rates of child mortality, often stemming from preventable health conditions such as diarrhea and respiratory infection. In this study, we investigate the association between breastfeeding and disease among children aged 6⁻24 months in poor rural counties in China. To do this, we conducted a longitudinal, quantitative analysis of socioeconomic demographics, health outcomes, and breastfeeding practices for 1802 child⁻caregiver dyads across 11 nationally designated poverty counties in southern Shaanxi Province in 2013⁻2014. We found low rates of continued breastfeeding that decreased as children developed: from 58.2% at 6⁻12 months, to 21.6% at 12⁻18 months, and finally to 5.2% at 18⁻24 months. These suboptimal rates are lower than all but one other country in the Asia-Pacific region. We further found that only 18.3% of children 6⁻12 months old met the World Health Organization (WHO)-recommended threshold for minimum dietary diversity, defined as consuming four or more of seven specific food groups. Breastfeeding was strongly associated with lower rates of both diarrhea and cough in bivariate and multivariate analyses. As the first analysis to use longitudinal data to examine the relationship between continued breastfeeding and child illness in China, our study confirms the need for programmatic interventions that promote continued breastfeeding in order to improve toddler health in the region.Entities:
Keywords: breastfeeding; illness; infants; rural China
Mesh:
Year: 2019 PMID: 30621049 PMCID: PMC6339247 DOI: 10.3390/ijerph16010136
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Variables description.
| Variables | Description |
|---|---|
| Panel A. Child Characteristics | |
| Gender (1 = Male, 0 = Female) | Child’s gender |
| Age (months) | Child’s age in months |
| Has siblings (1 = Yes, 0 = No) | Child has siblings from the same parents |
| Premature Birth (1 = Yes, 0 = No) | Child was born prior to 37 weeks of gestation |
| Mother is the primary caregiver (1 = Yes, 0 = No) | Mother is primarily responsible for the child’s care |
| Panel B. Household Characteristics | |
| Maternal Age >25 (1 = Yes, 0 = No) | Whether mother’s age is above or below 25 years |
| Maternal Education (1 ≥ 9 years, 0 ≤ 9 years) | Whether mother has received any high school education |
| Paternal Education (1 ≥ 9 years, 0 ≤ 9 years) | Whether father has received any high school education |
| Father lives at Home (1 = Yes, 0 = No) | Whether father lives at home with the child |
| Grandmother is Healthy (1 = Yes, 0 = No) | Health status of grandmother |
| Grandmother Education (1 ≥ 6 years, 0 ≥ 6 years) | Whether grandmother has received any middle school education |
| Household Asset Index | Index for durable goods (assets) owned by the household |
| Family Receives Minimum Living Standard Guarantee Payments (1 = Yes, 0 = No) | Whether family receives social security support from the government (a measure of poverty) |
| Panel C. Feeding Behaviors | |
| Exclusive Breastfeeding | Child was fed only through breastfeeding |
| Non-exclusive Breastfeeding, without Formula | Child was fed through breastfeeding and food (no formula) |
| Non-exclusive Breastfeeding, with Formula and Food | Child was fed through breastfeeding, food, and formula |
| Formula with Food | Child was fed through food and formula (no breastfeeding) |
| Food Alone | Child was fed only through food |
| Dietary diversity | Number of different food types child had consumed the previous day (according to WHO food categories) |
| Panel D. Health Outcomes | |
| Child had a fever in the past month | Caregiver recalls child having a fever in the month prior to survey administration |
| Child had diarrhea in the past month | Caregiver recalls child having diarrhea in the month prior to survey administration |
| Child had a cold in the past month | Caregiver recalls child having a cold in the month prior to survey administration |
| Child had a cough in the past month | Caregiver recalls child having a cough in the month prior to survey administration |
Summary statistics of outcomes and covariates by attrition status.
| Full Sample | Attrited Sample | Non-Attrited Sample | Difference: (2)–(3) | ||
|---|---|---|---|---|---|
| Mean | Mean | Mean | |||
| Standard Deviation | Standard Deviation | Standard Deviation | |||
| (1) | (2) | (3) | (4) | ||
| Health outcomes | |||||
| (1) | Child had a fever in the past month | 0.30 (0.46) | 0.30 (0.46) | 0.30 (0.46) | 0.994 |
| (2) | Child had diarrhea in the past month | 0.37 (0.48) | 0.36 (0.48) | 0.37 (0.48) | 0.717 |
| (3) | Child had a cold in the past month | 0.57 (0.50) | 0.56 (0.50) | 0.57 (0.50) | 0.717 |
| (4) | Child had a cough in the past month | 0.45 (0.50) | 0.47 (0.50) | 0.45 (0.50) | 0.707 |
| Characteristics of infant | |||||
| (5) | Breastfeeding | 0.58 (0.49) | 0.62 (0.49) | 0.58 (0.49) | 0.249 |
| (6) | Dietary diversity | 3.00 (1.20) | 2.99 (1.06) | 3.00 (1.20) | 0.916 |
Notes: Data source is authors’ survey. Descriptive statistics of child and household characteristics when children are 6–12 months of age. The first column shows the mean and standard deviation of each characteristic for the full sample; column 2 shows the characteristics of sample children who attrited between baseline and endline; and column 3 show the characteristics of children in the sample after attrition.
Summary statistics of sample children aged 6–12 months in rural China (n = 1802).
| Frequency ( | Percentage (%) | |
|---|---|---|
| Panel A: Child Characteristics | ||
| (1) Male | 949 | 52.7 |
| (2) Has Siblings | 373 | 20.7 |
| (3) Premature Birth | 198 | 11.0 |
| (4) Mother is the Primary Caregiver | 1477 | 82.4 |
| Panel B: Household Characteristics | ||
| (5) Maternal Age >25 | 903 | 50.1 |
| (6) Years of Maternal Education | ||
| ≤6 years | 497 | 27.6 |
| >6 and ≤9 years | 1008 | 55.9 |
| >9 years | 297 | 16.5 |
| (7) Years of Paternal Education | ||
| ≤6 years | 413 | 22.9 |
| >6 and ≤9 years | 1005 | 55.8 |
| >9 years | 384 | 21.3 |
| (8) Father at Home | 790 | 43.8 |
| (9) Grandmother is Healthy | 761 | 42.2 |
| (10) Years of Grandmother Education | ||
| ≤6 years | 1491 | 82.7 |
| >6 and ≤9 years | 263 | 14.6 |
| >9 years | 48 | 2.7 |
| (11) Asset Index | ||
| Poorest tercile | 600 | −1.2 ± 0.4 |
| (12) Family Receives Minimum Living Standard Guarantee Payments | 425 | 23.6 |
Notes: These are the descriptive statistics of child and household characteristics for infants aged 6–12 months. The table shows the mean and standard deviation of infant and household characteristics for the full sample. The variable “Father at Home” equals 1 if, at the time of the baseline survey, the father had been at home for a majority of the previous six months, and 0 otherwise. “Grandmother Healthy” is based on self-reported general health. The asset index was constructed using polychoric principal components on the following variables: tap water, toilet, water heater, washing machine, computer, fridge, air conditioning, motor or electronic bicycle, and car.
Feeding behaviors among sample children aged 6–24 months in rural China (n = 4893).
| 6–12 Months | 12–18 Months | 18–24 Months | |
|---|---|---|---|
| Number (%) | Number (%) | Number (%) | |
| (1) | (2) | (3) | |
| (1) Any Breastfeeding | 1049 (58.2) | 343 (21.5) | 78 (5.2) |
| (1.1) Exclusive Breastfeeding | 6 (0.3) | 0 (0.0) | 0 (0.0) |
| (1.2) Continued breastfeeding, without Formula | 779 (43.2) | 240 (15.1) | 49 (3.3) |
| (1.3) Continued breastfeeding, with Formula/Food | 264 (14.7) | 103 (6.4) | 29 (1.9) |
| (2) Any Formula-fed | |||
| (2.1) Formula with Food | 733 (40.7) | 1033 (64.9) | 1086 (72.5) |
| (3) Food Alone | 20 (1.1) | 216 (13.6) | 335 (22.4) |
| (4) Total | 1802 | 1592 | 1499 |
Notes: There are three main types of feeding behaviors among the sample (“Any Breastfeeding”, “Any Formula-fed” and “Food Alone”). “Any Breastfeeding” includes all sample children who are consuming breast milk. “Exclusive Breastfeeding” refers to children who consume nothing but breast milk. Sample children who were fed breast milk and food (but no formula) were classified as “Non-Exclusive Breastfeeding without Formula”. Sample children who were fed breast milk, food, and formula were classified as “Non-Exclusive Breastfeeding with Formula”. No sample children were fed breast milk and formula but no food. “Any Formula-fed” refers to sample children who were fed formula with food. No sample children were fed formula alone. All children in our desired age range (6–12 months) were enrolled in baseline survey. This was defined so as to include children who were as young as 6 months and zero days (day of their 6-month birthday), as well as children who were as old as 12 months and 30 days (one day before their 13-month birthday). This means that the sample children were 12–18 months old (12 months and zero days, and 18 months and 30 days) during the first follow-up survey (6 months after the baseline survey), and 18–24 months old during the second follow-up survey (12 months after the baseline survey).
Descriptive statistics of dietary diversity in infants aged 6–18 months in rural China (n = 3394).
| 6–12 Months | 12–18 Months | |||
|---|---|---|---|---|
| Percent/Mean |
| Percent/Mean |
| |
| Percentage of children who met the minimum dietary diversity threshold | 18.3 | 330 | 71.8 | 1143 |
| Mean number of food types child consumed yesterday | ||||
| (1) Full sample | 3.0 | 1802 | 4.2 | 1592 |
| (2) Breastfeeding sample | 2.8 | 1049 | 3.7 | 343 |
| (3) Non-Breastfeeding sample | 3.3 | 753 | 4.4 | 1249 |
| (3.1) Formula with food | 3.3 | 733 | 4.5 | 1033 |
| (3.2) Food alone | 3.0 | 20 | 4.1 | 216 |
| (1) Difference (2)–(3) | <0.01 | <0.01 | ||
| (2) Difference (2)–(3.1) | <0.01 | <0.01 | ||
| (6) Difference (2)–(3.2) | 0.35 | <0.01 | ||
Notes: The unit for the dietary diversity data is the mean number of the following food categories fed to the child on the day prior to survey administration: 1. grains, roots, and tubers; 2. legumes and nuts; 3. dairy products; 4. flesh foods (meat, fish, poultry, and liver/organ meats) 5. eggs; 6. vitamin-A-rich fruits and vegetables; 7. other fruits and vegetables. There is no “formula alone” or “formula with breastfeeding but without food”.
Correlation between breastfeeding and health outcomes in children aged 6–18 months in rural China (n = 3394).
| 6–12 Months | Difference | 12–18 Months | Difference | |||||
|---|---|---|---|---|---|---|---|---|
| Total | Breastfeeding | Total | Breastfeeding | |||||
| Yes | No | Yes | No | |||||
| (1) | (2) | (3) | (2)–(3) | (4) | (5) | (6) | (5)–(6) | |
| (1) Child had a fever in the past month | 541 (30.0) | 28.8(302) | 31.7 (239) | 0.18 | 428 (28.5) | 27.1 (93) | 26.8 (335) | 0.53 |
| (2) Child had diarrhea in the past month | 664 (36.9) | 33.2 (348) | 42.0 (316) | <0.01 | 456 (30.4) | 25.1 (86) | 29.6 (370) | 0.02 |
| (3) Child had a cold in the past month | 1025 (56.9) | 57.9 (607) | 55.5 (418) | 0.32 | 823 (54.8) | 54.2 (186) | 51.0 (637) | 0.82 |
| (4) Child had a cough in the past month | 819 (45.5) | 43.3 (454) | 48.5 (365) | 0.03 | 631 (42.0) | 34.4 (118) | 41.1 (513) | <0.01 |
|
| 1802 | 1049 | 753 | 1592 | 343 | 1249 | ||
Notes: Breastfeeding includes both exclusive breastfeeding and non-exclusive breastfeeding, with or without formula/food.
Multivariate analysis: Correlations between breastfeeding and health outcomes in children aged 6–18 months in rural China.
| OLS | OLS | ||
|---|---|---|---|
| (1) | (2) | ||
| (1) Child had a fever in the past month | −0.017 | −0.014 | |
| (0.018) | (0.021) | ||
|
| 3394 | 3394 | |
| (2) Child had diarrhea in the past month | −0.072 * | −0.119 ** | |
| (0.017) | (0.020) | ||
|
| 3394 | 3394 | |
| (3) Child had a cold in the past month | 0.027 | 0.004 | |
| (0.021) | (0.024) | ||
|
| 3394 | 3394 | |
| (4) Child had a cough in the past month | −0.058 ** | −0.070 ** | |
| (0.021) | (0.024) | ||
|
| 3394 | 3394 | |
| (5) Dietary Diversity | Yes | ||
| (6) Controls | Yes | ||
| (7) Enumerator fixed effect | Yes | ||
| (8) Wave dummies | Yes | Yes | |
Notes: Column (1) shows the coefficients on breastfeeding in an ordinary least squares (OLS) regression pooling data across waves, controlling for survey wave dummies. Column (2) shows coefficients from pooled OLS regressions additionally controlling for the child’s dietary diversity and baseline controls (child age, gender, whether the child was premature, whether the child has siblings, maternal age, maternal educational level, paternal educational level, paternal migration status, health of the child’s grandmother, educational level of the child’s grandmother, asset index, and whether the household receives Minimum Living Standard Guarantee payments). Standard errors are clustered at the village level. N is the total number of observations in each regression. * indicates significance at 5%; ** indicates significance at 1% after adjusting for multiple hypotheses, using the step-down procedure of Romano and Wolf (2005) to control the familywise error rate (FWER).
Multivariate analysis: Correlations between breastfeeding and health outcomes in infants aged 6–18 months in rural China.
| 6–12 Months | 12–18 Months | |||
|---|---|---|---|---|
| (1) | (2) | (3) | (4) | |
| (1) Child had a fever in the past month | −0.030 (0.022) | −0.25 (0.029) | 0.003 (0.026) | −0.003 (0.035) |
| (2) Child had diarrhea in the past month | −0.088 * (0.023) | −0.118 * (0.028) | −0.046 (0.026) | −0.118 * (0.034) |
| (3) Child had a cold in the past month | 0.024 (0.025) | −0.003 (0.030) | 0.032 (0.033) | 0.013 (0.041) |
| (4) Child had a cough in the past month | −0.052 (0.028) | −0.052 (0.032) | −0.067 ** (0.031) | −0.094 ** (0.038) |
| (5) Dietary Diversity | Yes | Yes | ||
| (6) Controls | Yes | Yes | ||
| (7) Enumerator fixed effect | Yes | Yes | ||
| (8) Observations | 1802 | 1802 | 1592 | 1592 |
Notes: Column (1) shows the coefficients on breastfeeding in an OLS regression pooling data across waves, controlling for survey wave dummies. Column (2) shows coefficients from pooled OLS regressions, additionally controlling for child’s dietary diversity and baseline controls (child age, gender, whether the child was premature, whether the child has siblings, maternal age, maternal educational level, paternal educational level, paternal migration status, health of the child’s grandmother, educational level of the child’s grandmother, asset index, and whether the household receives Minimum Living Standard Guarantee payments). Standard errors are clustered at the village level. * indicates significance at 1% after adjusting for multiple hypotheses using the step-down procedure of Romano and Wolf (2005) to control the familywise error rate (FWER); ** indicates significance at 5%.