| Literature DB >> 28422975 |
Rodrigo M Carrillo-Larco1, Antonio Bernabe-Ortiz1,2, J Jaime Miranda1,3, Hong Xue4, Youfa Wang4.
Abstract
The aim of the study was to estimate the association between maternal perception of their child's health status and (mis)classification of their child's actual weight with future weight change. We present cross-sectional and longitudinal analyses from the Peruvian younger cohort of the Young Lives Study. For cross-sectional analysis, the exposure was maternal perception of child health status (better, same or worse); the outcome was underestimation or overestimation of the child's actual weight. Mothers were asked about their perception of their child's weight (same, lighter or heavier than other children). Actual weight status was defined with IOTF BMI cut-off points. For longitudinal analysis, the exposure was (mis)classification of the child's actual weight; the outcome was the standardized mean difference between follow-up and baseline BMI. A Generalized Linear Model with Poisson family and log-link was used to report the prevalence ratio (PR) and 95% confidence intervals (95% CI) for cross-sectional analyses. A Linear Regression Model was used to report the longitudinal analysis as coefficient estimates (β) and 95% CI. Normal weight children who were perceived as more healthy than other children were more likely to have their weight overestimated (PR = 2.06); conversely, those who were perceived as less healthy than other children were more likely to have their weight underestimated (PR = 2.17). Mean follow-up time was 2.6 (SD: 0.3) years. Overall, underweight children whose weight was overestimated were more likely to gain BMI (β = 0.44); whilst overweight children whose weight was considered to be the same of their peers (β = -0.55), and those considered to be lighter than other children (β = -0.87), lost BMI. Maternal perception of the child's health status seems to influence both overestimation and underestimation of the child's actual weight status. Such weight (mis)perception may influence future BMI.Entities:
Mesh:
Year: 2017 PMID: 28422975 PMCID: PMC5396911 DOI: 10.1371/journal.pone.0175685
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Definitions of exposure and outcome variables.
| Terminology | Definition | Example | Analysis |
|---|---|---|---|
| Perceived… | |||
| …weight status. | Maternal perception of child weight status: | The same weight, heavier or lighter than other children the same age. | |
| …health status. | Maternal perception of child health status: | The same, better or worse health than other children the same age. | Exposure in cross-sectional analysis. |
| Overestimation or underestimation of child weight status. | Combination of maternal perception of child weight status and actual child weight status. | Overweight child (as per BMI) perceived the same weight or lighter than other child the same age. | Outcome in cross-sectional analysis. |
| Actual… | |||
| …child weight status. | Assessed child BMI. | Sex- and age-specific IOTF cut-off points. | The mean standardized difference between follow-up and baseline was the outcome in longitudinal analysis. |
Characteristics of study population according to actual child weight status at baseline.
| Overall (%) | Normal Weight (%) | Overweight (%) | Underweight (%) | |
|---|---|---|---|---|
| Child Sex | N = 1,678 | N = 1,261 | N = 339 | N = 78 |
| Boy | 50.4 | 50.0 | 53.4 | 44.9 |
| Girl | 49.6 | 50.0 | 46.6 | 55.1 |
| Age | N = 1,678 | N = 1,261 | N = 339 | N = 78 |
| 4yrs | 20.2 | 20.7 | 18.9 | 18.0 |
| 5–6yrs | 79.8 | 79.3 | 81.1 | 82.0 |
| Maternal Education | N = 1,674 | N = 1,260 | N = 337 | N = 77 |
| None | 8.1 | 8.7 | 5.3 | 11.7 |
| Any School | 72.2 | 73.7 | 66.5 | 71.4 |
| Superior | 19.7 | 17.6 | 28.2 | 16.9 |
| Maternal Weight status | N = 1,666 | N = 1,252 | N = 337 | N = 77 |
| Normal | 43.5 | 47.1 | 28.8 | 49.4 |
| Overweight | 40.9 | 39.1 | 48.7 | 36.4 |
| Obesity | 15.1 | 13.2 | 22.6 | 13.0 |
| Underweight | 0.5 | 0.6 | 0.0 | 1.3 |
| Household Location | N = 1,678 | N = 1,261 | N = 339 | N = 78 |
| Urban | 71.3 | 68.6 | 78.2 | 85.9 |
| Rural | 28.7 | 31.4 | 21.8 | 14.1 |
| Household Wealth Index | N = 1,678 | N = 1,261 | N = 339 | N = 78 |
| Bottom | 33.9 | 36.1 | 27.1 | 26.9 |
| Middle | 32.8 | 34.3 | 25.4 | 39.7 |
| Highest | 33.4 | 29.6 | 47.5 | 33.3 |
| Child Health Perception | N = 1,677 | N = 1,260 | N = 339 | N = 78 |
| Same | 60.5 | 62.0 | 54.6 | 62.8 |
| Better | 32.1 | 30.2 | 39.8 | 28.2 |
| Worse | 7.4 | 7.8 | 5.6 | 9.0 |
*p<0.05.
Maternal perception and actual weight status of the child, overall and by health status perception.
| Normal Weight (%) | Overweight (%) | Underweight (%) | p-value | Agreement (%) | Kappa (p-value) | |
|---|---|---|---|---|---|---|
| Overall | <0.001 | |||||
| N = 1,261 | N = 339 | N = 78 | ||||
| Same | 55.3 | 51.3 | 46.2 | 10.4 | -0.015 (0.992) | |
| Heavier | 13.2 | 35.4 | 1.3 | |||
| Lighter | 31.5 | 13.3 | 52.6 | |||
| As Healthy as Others His/her Age | <0.001 | |||||
| N = 781 | N = 185 | N = 49 | ||||
| Same | 60.1 | 60.5 | 57.1 | 11.1 | -0.005 (0.736) | |
| Heavier | 9.9 | 26.5 | 2.0 | |||
| Lighter | 30.1 | 13.0 | 40.8 | |||
| Better Health than Others His/her Age | <0.001 | |||||
| N = 381 | N = 135 | N = 22 | ||||
| Same | 54.1 | 38.5 | 31.8 | 9.7 | -0.045 (0.999) | |
| Heavier | 22.3 | 50.4 | 0.0 | |||
| Lighter | 23.6 | 11.1 | 68.2 | |||
| Worse Health than Others His/her Age | 0.009 | |||||
| N = 98 | N = 19 | N = 7 | ||||
| Same | 22.5 | 52.6 | 14.3 | 8.1 | 0.038 (0.009) | |
| Heavier | 5.1 | 15.8 | 0.00 | |||
| Lighter | 72.5 | 31.6 | 85.7 | |||
*P-value for chi2 test across groups of weight status.
Association between health perception and accurate weight status identification.
| PR (95% CI) | PR (95% CI) | |||
|---|---|---|---|---|
| Crude | Adjusted | Crude | Adjusted | |
| N = 864 | N = 857 | N = 1,093 | N = 1,083 | |
| As Healthy as Others His/her Age | 1 | 1 | 1 | 1 |
| Better Health than Others His/her Age | 2.07(1.58–2.72) | 2.06(1.57–2.70) | 0.91(0.75–1.11) | 0.93(0.77–1.14) |
| Worse Health than Others His/her Age | 1.31(0.58–2.98) | 1.46(0.66–3.21) | 2.29(1.96–2.67) | 2.17(1.84–2.55) |
| N = 77 | N = 75 | N = 42 | N = -¥ | |
| As Healthy as Others His/her Age | 1 | 1 | 1 | 1 |
| Better Health than Others His/her Age | 0.55(0.28–1.06) | 0.51(0.26–1.01) | 0.00(0.00–0.00) | - |
| Worse Health than Others His/her Age | 0.25(0.05–1.55) | 0.23(0.04–1.29) | 0.00(0.00–0.00) | - |
| N = 294 | N = 290 | N = 165 | N = 163 | |
| As Healthy as Others His/her Age | 1 | 1 | 1 | 1 |
| Better Health than Others His/her Age | 0.62(0.50–0.78) | 0.64(0.51–0.80) | 0.55(0.31–0.97) | 0.62(0.36–1.06) |
| Worse Health than Others His/her Age | 1.11(0.81–1.52) | 1.16(0.88–1.51) | 2.03(1.15–3.58) | 1.78(1.06–3.00) |
Adjusted for child age and BMI at baseline, child sex, maternal educational level at baseline, maternal weight status at baseline, household location and wealth index at baseline. The outcome was overestimation or underestimation of child weight perception. For normal weight children overestimation meant they were regarded as heavier, and underestimation meant they were considered lighter than other children the same age: Overestimation (heavier) and Underestimation (lighter), respectively; the same logic applies to underweight and overweight children. When the estimation, as well as the corresponding confidence interval, are zero, it is because the results are rounded up to the nearest hundred; in order words, the estimate effect is very small.
*p<0.05
**p<0.001.
¥Not concave.
BMI change between baseline and follow-up, overall and according to health perception at baseline.
| Mean BMI Standardized Difference: Follow-up BMI—Baseline BMI | ||||||
|---|---|---|---|---|---|---|
| Normal Weight | Underweight | Overweight | ||||
| β (95%CI) | β (95%CI) | β (95%CI) | ||||
| N = 1,218 | N = 75 | N = 327 | ||||
| Overestimation (Heavier) | 0.09(-0.07; 0.25) | Overestimation (Same) | 0.44(0.05; 0.83) | Underestimation (Same) | -0.55(-0.90; -0.20) | |
| Underestimation (Lighter) | -0.04(-0.13; 0.05) | Overestimation (Heavier) | 0.30(-0.58; 1.18) | Underestimation (Lighter) | -0.87(-1.30; -0.44) | |
| N = 753 | N = 48 | N = 180 | ||||
| Overestimation (Heavier) | 0.05(-0.16; 0.25) | Overestimation (Same) | 0.47(-0.15; 1.10) | Underestimation (Same) | -0.71(-1.17; -0.24) | |
| Underestimation (Lighter) | -0.04(-0.16; 0.07) | Overestimation (Heavier) | 0.35(-0.91; 1.62) | Underestimation (Lighter) | -1.25(-1.84; -0.66) | |
| N = 370 | N = 21 | N = 129 | ||||
| Overestimation (Heavier) | 0.10(-0.15; 0.35) | Overestimation (Same) | 0.61(-0.51; 1.72) | Underestimation (Same) | -0.39(-0.96; 0.19) | |
| Underestimation (Lighter) | -0.01(-0.21; 0.20) | Overestimation (Heavier) | Omitted | Underestimation (Lighter) | -0.25(-1.01; 0.50) | |
| N = 94 | N = 6 | N = 18 | ||||
| Overestimation (Heavier) | -0.19(-1.00; 0.62) | Overestimation (Same) | Omitted | Underestimation (Same) | -1.64(-3.78; 0.49) | |
| Underestimation (Lighter) | 0.10(-0.24; 0.44) | Overestimation (Heavier) | Omitted | Underestimation (Lighter) | -1.76(-3.66; 0.14) | |
Only adjusted models are presented, these included: child age and BMI at baseline, child sex, maternal educational level at baseline, maternal weight status at baseline, household location and wealth index at baseline. The exposure variable was overestimation or underestimation of child weight status; for normal weight children overestimation meant they were regarded at heaver, while underestimation meant they were regarded as lighter than other children the same age: Overestimation (heavier) and Underestimation (lighter), respectively; the same logic applies to underweight and overweight children. Accurate identification of weight status was the reference category in all models. Interpretation of results: a coefficient equals to 0.22 means there has been a BMI increase equals to 0.22 Standard Deviation; if coefficients are negative, there has been a BMI decrease.
*p<0.05
**p<0.001.