| Literature DB >> 35353229 |
Lubna Mahmood1, Esther M González-Gil2,3,4,5, Peter Schwarz6,7,8, Sandra Herrmann6, Eva Karaglani9, Greet Cardon10, Flore De Vylder10, Ruben Willems11, Konstantinos Makrilakis12, Stavors Liatis12, Violeta Iotova13, Kaloyan Tsochev13, Tsvetalina Tankova14, Imre Rurik15, Sándorné Radó15, Luis A Moreno1,16,17,18, Yannis Manios9,19.
Abstract
A family meal is defined as a meal consumed together by the members of a family or by having ≥ 1 parent present during a meal. The frequency of family meals has been associated with healthier food intake patterns in both children and parents. This study aimed to investigate in families at high risk for developing type 2 diabetes across Europe the association (i) between family meals' frequency and food consumption and diet quality among parents and (ii) between family meals' frequency and children's food consumption. Moreover, the study aimed to elucidate the mediating effect of parental diet quality on the association between family meals' frequency and children's food consumption. Food consumption frequency and anthropometric were collected cross-sectionally from a representative sample of 1964 families from the European Feel4Diabetes-study. Regression and mediation analyses were applied by gender of children. Positive and significant associations were found between the frequency of family meals and parental food consumption (β = 0.84; 95% CI 0.57, 1.45) and diet quality (β = 0.30; 95% CI 0.19, 0.42). For children, more frequent family meals were significantly associated with healthier food consumption (boys, β = 0.172, p < 0.05; girls, β = 0.114, p < 0.01). A partial mediation effect of the parental diet quality was shown on the association between the frequency of family meals and the consumption of some selected food items (i.e., milk products and salty snacks) among boys and girls. The strongest mediation effect of parental diet quality was found on the association between the frequency of family breakfast and the consumption of salty snacks and milk and milk products (62.5% and 37.5%, respectively) among girls.Entities:
Keywords: Children; Diet quality; Family meals; Food consumption; Parents; Type 2 diabetes
Mesh:
Year: 2022 PMID: 35353229 PMCID: PMC9110493 DOI: 10.1007/s00431-022-04445-4
Source DB: PubMed Journal: Eur J Pediatr ISSN: 0340-6199 Impact factor: 3.860
Fig. 1Graphical illustration of the possible interactions between of family meals frequency (X), parental diet quality (M), and children’s food consumption (Y). The mediation analyses adjusted for parent age, gender, country, marital status, education level, and BMI of parents and children. Pathway a: association between (X) and (M). Pathway b: association between (M) and (Y). Pathway c’: direct association between (X) and (Y) after adjustment of (M). (a*b): indirect effect of (M) on the association between (X) and (Y)
Descriptive statistics
| Age (in years) | 36.9 (4.9) | 7.19 (0.9) |
| Sex (% female) | 69% | 52% |
| Education level (% high education*) | 63% | − |
| Employment status (% employed) | 66% | − |
| Marital status (% married) | 74% | − |
| Body weight (kg) | 72.8 (16.1) | 28.2 (7.3) |
| Height (cm) | 164.6 (7.9) | 131.4 (7.5) |
| aBMI (kg/m2) | 26.4 (5.1) | 16.3 (2.8) |
| BMI z-score | 0.68 (1.0) |
N = 1946 parents and children. This table provides mean (SD) for the continuous variables and frequency (%) for the categorical variables
*13–14 years of education or more
aBMI body mass index. BMI z-scores were calculated according to Cole et al.
Association between family meals’ frequency, parental food consumption, and parental diet quality
| Milk and milk products a | 0.84 (0.57, 1.45) | 0.009 (0.01, 0.02) | 0.172 | 0.009 (0.001, 0.05) | 0.151 | |
| Grain bread and BF cereals b | 0.65 (0.27, 1.56) | 0.26 (0.09, 0.70) | 0.21 (0.09, 0.32) | 0.104 | ||
| Fruits | 0.48 (0.34, 1.32) | 0.66 (0.21, 2.05) | 0.48 (0.28, 0.84) | 0.225 | ||
| Vegetables | 0.28 (0.14, 1.24) | 0.060 | 0.39 (0.07, 2.07) | 0.08 (0.01, 0.44) | ||
| Legumes | 0.58 (0.32, 1.06) | 0.59 (0.34, 1.00) | 0.17 (0.01, 0.20) | 0.469 | ||
| Red meat | 0.08 (0.06, 0.17) | 0.379 | 0.08 (0.55, 1.29) | 0.463 | 0.005 (0.001, 0.03) | 0.579 |
| White meat and poultry | 0.09 (0.03, 0.26) | 0.135 | 0.03 (0.02, 0.08) | 0.556 | 0.67 (0.21, 1.88) | |
| Fish and seafood | 0.02 (0.01, 0.03) | 0.052 | 0.05 (0.01, 0.07) | 0.278 | 0.25 (0.08, 0.90) | 0.407 |
| Salty snacks | 0.06 (0.04, 0.08) | 0.070 | 0.11 (0.85, 0.16) | 0.191 | 0.47 (0.14, 0.97) | 0.098 |
| Sweets | 0.22 (0.02, 2.53) | 0.188 | −0.09 (−0.01, −0.17) | −0.13 (−0.05, −0.22) | ||
| Sugar sweetened-beverages | 0.08 (0.04, 1.63) | 0.595 | 0.65 (0.27, 1.56) | 0.059 | − 0.09 (−0.03, −0.16) | |
| Parental diet quality (HDS) | 0.30 (0.19, 0.42) | 0.19 (0.80, 0.26) | −0.15 (0.09, 0.77) | |||
N = 1946 parents. Regression analyses were adjusted for parent age, gender, country, marital status, educational level, SES, and BMI of parents and children
P < 0·05 (bold indicate significance)
BF breakfast, β standardized coefficient, CI confidence interval
acheese was not counted
brice and pasta were not mentioned under grains group in the questionnaire
The associations between family meals’ frequency, parental diet quality, and children’s food consumption
| Milk and milk productsa | ||||
| Boys | 0.172 (0.04)* | 0.096 (0.04) | 0.095 (0.02) | 0.164 (0.03)* |
| Girls | 0.144 (0.04)** | 0.119 (0.02) | 0.140 (0.02) | 0.182 (0.01)** |
| Grain bread and BF cerealsb | ||||
| Boys | 0.090 (0.02) | 0.180 (0.03) | 0.100 (0.10) | 0.132 (0.01)* |
| Girls | 0.154 (0.09) | 0.160 (0.09) | 0.097 (0.02) | 0.125 (0.06)* |
| Fruits | ||||
| Boys | 0.166 (0.05) | 0.136 (0.07) | 0.149 (0.10) | 0.231 (0.02)*** |
| Girls | 0.140 (0.05) | 0.113 (0.04)** | 0.106 (0.05)** | 0.103 (0.02)* |
| Vegetables | ||||
Boys Girls | 0.171 (0.08) | 0.126 (0.04)* | 0.148 (0.06)** | 0.109 (0.01)** |
| Girls | 0.079 (0.06) | 0.123 (0.01) | 0.126 (0.02) | 0.271 (0.00)*** |
| Legumes | ||||
| Boys | 0.084 (0.08) | 0.182 (0.08) | 0.083 (0.00) | 0.070 (0.03)** |
| Girls | 0.106 (0.10) | 0.143 (0.09) | 0.130 (0.04) | 0.052 (0.01) |
| Red meat | ||||
Boys Girls | 0.090 (0.08) | −0.102 (0.00) | 0.095 (0.07) | −0.135 (0.00) |
| Girls | 0.102 (0.05) | 0.107 (0.09) | -0.093 (0.09) | 0.090 (0.01) |
| White meat and poultry | ||||
| Boys | 0.079 (0.05) | 0.121 (0.02) | 0.160 (0.09) | 0.036 (0.01) |
| Girls | 0.223 (0.08) | 0.092 (0.06) | 0.101 (0.01) | 0.100 (0.01)* |
| Salty snacks | ||||
| Boys | −0.174 (0.01)** | −0.088 (0.10) | 0.120 (0.03) | −0.194 (0.05)* |
| Girls | −0.136 (0.12)* | 0.120 (0.06) | −0.107 (0.05) | −0.282 (0.01)*** |
| Sweets | ||||
| Boys | −0.093 (0.09) | 0.079 (0.08) | 0.095 (0.04) | 0.101 (0.03) |
| Girls | −0.020 (0.05) | 0.085 (0.04) | −0.103 (0.09)* | −0.183 (0.02)** |
| Sugar sweetened-beverages | ||||
| Boys | −0.130 (0.00) | 0.092 (0.08) | −0.096 (0.05) | −0.104 (0.01) |
| Girls | −0.129 (0.01) | −0.124 (0.03) | 0.102 (0.06) | −0.217 (0.05)** |
N = 1946 parents and children. Regression analyses were adjusted for parent age, gender, country, marital status, educational level, SES, and BMI of parents and children
BF breakfast, β standardized coefficient, SE standard error
*P < 0·05; **P < 0·01; ***P < 0·001 (indicate significance)
acheese was not counted
brice and pasta were not mentioned under grains group in the questionnaire
Mediation analyses for the association between family meals frequency and children’s consumption of selected food items
| Milk and milk products a | |||||||||
| Boys | 0.049 (0.020, 0.063) | 0.123 (0.089, 0.140) | 28.40% | ||||||
| Girls | 0.054 (0.024, 0.080) | 0.090 (0.065, 0.103) | 37.50% | ||||||
| Fruits | |||||||||
| Girls | 0.019 (0.008, 0.040) | 0.014 (0.007, 0.038) | 0.094 (0.052, 0.157) | 0.092 (0.063, 0.019) | 16.80% | 13.20% | |||
| Vegetables | |||||||||
| Boys | 0.02 (0.009, 0.042) | 0.015 (0.008, 0.0403) | 0.16 (0.086, 0.197) | 0.133 (0.079, 0.190) | 15.80% | 10.10% | |||
| White meat and poultry | |||||||||
| Girls | 0.011 (0.007, 0.037) | 0.107 (0.066, 0.194) | 9.30% | ||||||
| Fish and seafood | |||||||||
| Boys | 0.013 (0.008, 0.026) | 0.203 (0.109, 0.301) | 6.00% | ||||||
| Salty snacks | |||||||||
| Boys | −0.057 (−0.084, −0.018) | −0.117 (−0.201, −0.096) | 32.70% | ||||||
| Girls | −0.085 (−0.102, −0.045) | −0.051(−0.085, −0.014) | 62.50% | ||||||
| Sweets | |||||||||
| Girls | −0.025 (−0.035, −0.014) | −0.078 (−0.100, −0.059) | 24.20% | ||||||
N = 1946 parents and children. Only significant data is presented
β standardized coefficient, CI confidence intervals. Mediation analyses were adjusted for parent age, gender, country, marital status, educational level, SES, and BMI of parents and children, BF breakfast
a cheese was not counted
brice and pasta were not mentioned under grains group in the questionnaire