Frequency of family meals and food consumption in families at high risk of type 2 diabetes: the Feel4Diabetes-study

Lubna Mahmood, Esther M González-Gil, Peter Schwarz, Sandra Herrmann, Eva Karaglani, Greet Cardon, Flore De Vylder, Ruben Willems, Konstantinos Makrilakis, Stavors Liatis, Violeta Iotova, Kaloyan Tsochev, Tsvetalina Tankova, Imre Rurik, Sándorné Radó, Luis A Moreno, Yannis Manios, Feel4Diabetes-Study Group, Yannis Manios, Greet Cardon, Jaana Lindström, Peter Schwarz, Konstantinos Makrilakis, Lieven Annemans, Winne Ko, Kalliopi Karatzi, Odysseas Androutsos, George Moschonis, Spyridon Kanellakis, Christina Mavrogianni, Konstantina Tsoutsoulopoulou, Christina Katsarou, Eva Karaglani, Irini Qira, Efstathios Skoufas, Konstantina Maragkopoulou, Antigone Tsiafitsa, Irini Sotiropoulou, Michalis Tsolakos, Effie Argyri, Mary Nikolaou, Eleni-Anna Vampouli, Christina Filippou, Kyriaki Apergi, Amalia Filippou, Gatsiou Katerina, Efstratios Dimitriadis, Tiina Laatikainen, Katja Wikström, Jemina Kivelä, Päivi Valve, Esko Levälahti, Eeva Virtanen, Tiina Pennanen, Seija Olli, Karoliina Nelimarkka, Vicky Van Stappen, Nele Huys, Ruben Willems, Samyah Shadid, Patrick Timpel, Stavros Liatis, George Dafoulas, Christina-Paulina Lambrinou, Angeliki Giannopoulou, Ernest Karuranga, Luis Moreno, Fernando Civeira, Gloria Bueno, Pilar De Miguel-Etayo, Esther Mª Gonzalez-Gil, María L Miguel-Berges, Natalia Giménez-Legarre, Paloma Flores-Barrantes, Aleli M Ayala-Marín, Miguel Seral-Cortés, Lucia Baila-Rueda, Ana Cenarro, Estíbaliz Jarauta, Rocío Mateo-Gallego, Violeta Iotova, Tsvetalina Tankova, Natalia Usheva, Kaloyan Tsochev, Nevena Chakarova, Sonya Galcheva, Rumyana Dimova, Yana Bocheva, Zhaneta Radkova, Vanya Marinova, Yuliya Bazdarska, Tanya Stefanova, Imre Rurik, Timea Ungvari, Zoltán Jancsó, Anna Nánási, László Kolozsvári, Csilla Semánova, Éva Bíró, Emese Antal, Sándorné Radó, Remberto Martinez, Marcos Tong, Lubna Mahmood, Esther M González-Gil, Peter Schwarz, Sandra Herrmann, Eva Karaglani, Greet Cardon, Flore De Vylder, Ruben Willems, Konstantinos Makrilakis, Stavors Liatis, Violeta Iotova, Kaloyan Tsochev, Tsvetalina Tankova, Imre Rurik, Sándorné Radó, Luis A Moreno, Yannis Manios, Feel4Diabetes-Study Group, Yannis Manios, Greet Cardon, Jaana Lindström, Peter Schwarz, Konstantinos Makrilakis, Lieven Annemans, Winne Ko, Kalliopi Karatzi, Odysseas Androutsos, George Moschonis, Spyridon Kanellakis, Christina Mavrogianni, Konstantina Tsoutsoulopoulou, Christina Katsarou, Eva Karaglani, Irini Qira, Efstathios Skoufas, Konstantina Maragkopoulou, Antigone Tsiafitsa, Irini Sotiropoulou, Michalis Tsolakos, Effie Argyri, Mary Nikolaou, Eleni-Anna Vampouli, Christina Filippou, Kyriaki Apergi, Amalia Filippou, Gatsiou Katerina, Efstratios Dimitriadis, Tiina Laatikainen, Katja Wikström, Jemina Kivelä, Päivi Valve, Esko Levälahti, Eeva Virtanen, Tiina Pennanen, Seija Olli, Karoliina Nelimarkka, Vicky Van Stappen, Nele Huys, Ruben Willems, Samyah Shadid, Patrick Timpel, Stavros Liatis, George Dafoulas, Christina-Paulina Lambrinou, Angeliki Giannopoulou, Ernest Karuranga, Luis Moreno, Fernando Civeira, Gloria Bueno, Pilar De Miguel-Etayo, Esther Mª Gonzalez-Gil, María L Miguel-Berges, Natalia Giménez-Legarre, Paloma Flores-Barrantes, Aleli M Ayala-Marín, Miguel Seral-Cortés, Lucia Baila-Rueda, Ana Cenarro, Estíbaliz Jarauta, Rocío Mateo-Gallego, Violeta Iotova, Tsvetalina Tankova, Natalia Usheva, Kaloyan Tsochev, Nevena Chakarova, Sonya Galcheva, Rumyana Dimova, Yana Bocheva, Zhaneta Radkova, Vanya Marinova, Yuliya Bazdarska, Tanya Stefanova, Imre Rurik, Timea Ungvari, Zoltán Jancsó, Anna Nánási, László Kolozsvári, Csilla Semánova, Éva Bíró, Emese Antal, Sándorné Radó, Remberto Martinez, Marcos Tong

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.

Conclusions: The frequency of family meals is positively associated with improved food consumption patterns (i.e., higher intake of fruits and vegetables and reduced consumption of sweets) in both parents and children. However, the association in children is partially mediated by parents' diet quality. The promotion of consuming meals together in the family could be a potentially effective strategy for interventions aiming to establish and maintain healthy food consumption patterns among children.

Trial registration: The Feel4Diabetes-study is registered with the clinical trials registry (NCT02393872), http://clinicaltrials.gov , March 20, 2015.

What is known: • Parents' eating habits and diet quality play an important role in shaping dietary patterns in children • Family meals frequency is associated with improved diet quality of children in healthy population What is New: • Frequency of family meals was significantly associated with healthier food consumption among parents and children in families at high risk of type 2 diabetes in six European countries. • Parental diet quality mediates the association between family meals frequency and the consumption of some selected food items among children.

Keywords: Children; Diet quality; Family meals; Food consumption; Parents; Type 2 diabetes.

Conflict of interest statement

The authors declare no competing interests.

© 2022. The Author(s).

Figures

Fig. 1
Fig. 1
Graphical 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)

References

    1. Golley RK, Smithers LG, Mittinty MN, Emmett P, Northstone K, Lynch JW. Diet quality of U.K. infants is associated with dietary, adiposity, cardiovascular, and cognitive outcomes measured at 7–8 years of age. J Nutr. 2013;143(10):1611–1617. doi: 10.3945/jn.112.170605.
    1. Skinner JD, Carruth BR, Wendy B, Ziegler PJ. Children’s food preferences: a longitudinal analysis. J Am Diet Assoc. 2002;102(11):1638–1647. doi: 10.1016/S0002-8223(02)90349-4.
    1. Roblin L. Childhood obesity: food, nutrient, and eating-habit trends and influences. Appl Physiol Nutr Metab. 2007;32(4):635–645. doi: 10.1139/H07-046.
    1. Annalisa B, Simone F, Laura C, Giovanni P, Francesco C. Role of nutrition in preventing insulin resistance in children. J Pediatr Endocrinol Metab. 2016;29(3):247–257.
    1. Tang D, Bu T, Dong X. Are parental dietary patterns associated with children’s overweight and obesity in China. BMC Pediatr. 2020;20:12. doi: 10.1186/s12887-020-1910-z.
    1. Mahmood L, Flores-Barrantes P, Moreno LA, Manios Y, Gonzalez-Gil EM. The influence of parental dietary behaviors and practices on children’s eating habits. Nutrients. 2021;13(4):1138. doi: 10.3390/nu13041138.
    1. Benton D. Role of parents in the determination of the food preferences of children and the development of obesity. Int J Obes Relat Metab Disord. 2004;28(7):858–869. doi: 10.1038/sj.ijo.0802532.
    1. Coto J, Pulgaron ER, Graziano PA, et al. Parents as role models: associations between parent and young children’s weight, dietary intake, and physical activity in a minority sample. Matern Child Health J. 2019;23(7):943–950. doi: 10.1007/s10995-018-02722-z.
    1. Ek Litterbach, Campbell K, Spence A. Family meals with young children: an online study of family mealtime characteristics, among Australian families with children aged six months to six years. BMC Public Health. 2017;17:111. doi: 10.1186/s12889-016-3960-6.
    1. Haines J, Haycraft E, Lytle L, Nicklaus S, Kok FJ, Merdji M, Fisberg M, Moreno LA, Goulet O, Hughes SO. Nurturing children’s healthy eating: position statement. Appetite. 2019;137:124–133. doi: 10.1016/j.appet.2019.02.007.
    1. Boutelle K, Birnbaum A, Lytle L, Murray D, Story M. Associations between perceived family meal environment and parent intake of fruit, vegetables, and fat. J Nutr Educ Behav. 2003;35(1):24–29. doi: 10.1016/S1499-4046(06)60323-0.
    1. Gillman MW, Rifas-Shiman SL, Frazier AL, Rockett HR, Camargo CA, Jr, Field AE, Berkey CS, Colditz GA. Family dinner and diet quality among older children and adolescents. Arch Fam Med. 2000;9(3):235–240. doi: 10.1001/archfami.9.3.235.
    1. Kalish N. Why family dinner is worth it. Parenting Mag. 2001;12(9):133–135.
    1. Sami W, Ansari T, Butt NS, Hamid MRA. Effect of diet on type 2 diabetes mellitus: a review. Int J Health Sci (Qassim) 2017;11(2):65–71.
    1. Dallacker M, Hertwig R, Mata J. The frequency of family meals and nutritional health in children: A meta-analysis. Obes Rev. 2018;19:638–653. doi: 10.1111/obr.12659.
    1. Caldwell AR, Terhorst L, Skidmore ER, Bendixen RM. Is frequency of family meals associated with fruit and vegetable intake among preschoolers?. A logistic regression analysis. J Hum Nutr Diet. 2018;31(4):505–512. doi: 10.1111/jhn.12531.
    1. Pearson N, Biddle SJ, Gorely T. Family correlates of breakfast consumption among children and adolescents. A systematic review. Appetite. 2009;52(1):1–7. doi: 10.1016/j.appet.2008.08.006.
    1. Davison B, Saeedi P, Black K, Harrex H, Haszard J, Meredith-Jones K, Quigg R, Skeaff S, Stoner L, Wong JE, Skidmore P. The association between parent diet quality and child dietary patterns in nine- to eleven-year-old children from Dunedin. New Zealand Nutrients. 2017;9(5):1–11.
    1. Flórez KR, Richardson AS, Ghosh-Dastidar MB, Beckman R, Huang C, Wagner L, Dubowitz T. Improved parental dietary quality is associated with children’s dietary intake through the home environment. Obes Sci Pract. 2017;3(1):75–82. doi: 10.1002/osp4.81.
    1. Welsh M, French A, Wall M. Examining the relationship between family meal frequency and individual dietary intake: does family cohesion play a role?. J Nutr Educ Behav. 2011;43(4):229–323. doi: 10.1016/j.jneb.2010.03.009.
    1. Manios Y, Androutsos O, Lambrinou CP, Cardon G, Lindstrom J, Annemans L, Mateo-Gallego R, de Sabata MS, Iotova V, Kivela J, Martinez R, Moreno LA, Rurik I, Schwarz P, Tankova T, Liatis S, Makrilakis K. A school- and community-based intervention to promote healthy lifestyle and prevent type 2 diabetes in vulnerable families across Europe: design and implementation of the Feel4Diabetes-study. Public Health Nutr. 2018;21(17):3281–3290. doi: 10.1017/S1368980018002136.
    1. Makrilakis K, Liatis S, Grammatikou S, Perrea D, Stathi C, Tsiligros P, Katsilambros N. Validation of the Finnish diabetes risk score (FINDRISC) questionnaire for screening for undiagnosed type 2 diabetes, dysglycaemia and the metabolic syndrome in Greece. Diabetes Metab. 2011;37:144–151. doi: 10.1016/j.diabet.2010.09.006.
    1. Latomme J, Van Stappen V, Cardon G, Morgan PJ, Lateva M, Chakarova N, Kivelä J, Lindström J, Androutsos O, González-Gil EM, De Miguel-Etayo P, Nánási A, Kolozsvári LR, Manios Y, De Craemer M. The association between children’s and parents’ co-TV viewing and their total screen time in six European countries: cross-sectional data from the Feel4diabetes-Study. Int J Environ Res Public Health. 2018;15(11):1–18. doi: 10.3390/ijerph15112599.
    1. Anastasiou CA, Fappa E, Zachari K, Mavrogianni C, Van Stappen V, Kivelä J, Virtanen E, González-Gil EM, Flores-Barrantes P, Nánási A, Semánová C, Dimova R, Usheva N, Iotova V, Cardon G, Manios Y, Makrilakis K, Feel4Diabetes-study group Development and reliability of questionnaires for the assessment of diet and physical activity behaviors in a multi-country sample in Europe the Feel4Diabetes Study. BMC Endocr Disord. 2020;20(1):1–7. doi: 10.1186/s12902-019-0484-y.
    1. Androutsos O, Anastasiou C, Lambrinou C, Mavrogianni C, Cardon G, Van Stappen V, Kivelä J, Wikström K, Moreno L, Iotova V, Tsochev K, Chakarova N, Ungvári T, Jancso Z, Makrilakis K, Manios Y. Intra- and inter- observer reliability of anthropometric measurements and blood pressure in primary schoolchildren and adults: the Feel4Diabetes-study. BMC Endocr Disord. 2020;20:27. doi: 10.1186/s12902-020-0501-1.
    1. Cole TJ, Lobstein T. Extended international (IOTF) body mass index cut-offs for thinness, overweight and obesity. Pediatr Obes. 2012;7(4):284–294. doi: 10.1111/j.2047-6310.2012.00064.x.
    1. Virtanen E, Kivelä J, Wikström K, Lambrinou CP, De Miguel-Etayo P, Huys N, Vraukó-Tóth K, Moreno LA, Usheva N, Chakarova N, Rado SA, Iotova V, Makrilakis K, Cardon G, Liatis S, Manios Y, Lindström J, Feel4Diabetes research group Feel4Diabetes healthy diet score: development and evaluation of clinical validity. BMC Endocr Disord. 2020;20(2):1–10.
    1. Keller K, Kling SMR, Fuchs B, Pearce AL, Reigh NA, Masterson T, Hickok K. A biopsychosocial model of sex differences in children’s eating behaviors. Nutrients. 2019;11(3):682. doi: 10.3390/nu11030682.
    1. Baron RM, Kenny DA. The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol. 1986;51(6):1173–1182. doi: 10.1037/0022-3514.51.6.1173.
    1. Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40:879–891. doi: 10.3758/BRM.40.3.879.
    1. Larson N, MacLehose R, Fulkerson JA, Berge JM, Story M, Neumark-Sztainer D. Eating breakfast and dinner together as a family: associations with sociodemographic characteristics and implications for diet quality and weight status. J Acad Nutr Diet. 2013;113(12):1601–1609. doi: 10.1016/j.jand.2013.08.011.
    1. Horning ML, Fulkerson JA, Friend SE, Neumark-Sztainer D. Associations among nine family dinner frequency measures and child weight, dietary, and psychosocial outcomes. J Acad Nutr Diet. 2016;116(6):991–999. doi: 10.1016/j.jand.2015.12.018.
    1. Morrison M. Sharing food at home and school: perspectives on commensality. The Sociological Review. 1996;44(4):648–674. doi: 10.1111/j.1467-954X.1996.tb00441.x.
    1. Larson NI, Perry CL, Story M, Neumark-Sztainer D. Food preparation by young adults is associated with better diet. Quality J Am Diet Assoc. 2006;106:2001–2007. doi: 10.1016/j.jada.2006.09.008.
    1. Larson NI, Neumark-Sztainer D, Hannan PJ, Story M. Family meals during adolescence are associated with higher diet quality and healthful meal patterns during young adulthood. J Am Diet Assoc. 2007;107:1502–1510. doi: 10.1016/j.jada.2007.06.012.
    1. O’Dwyer NA, Gibney MJ, Burke SJ, McCarthy SN. The influence of eating location on nutrient intakes in Irish adults: Implications for developing food-based dietary guidelines. Public Health Nutr. 2005;8:258–265. doi: 10.1079/PHN2004701.
    1. Naska A, Katsoulis M, Orfanos P, Lachat C, Gedrich K, Rodrigues SS, Freisling H, Kolsteren P, Engeset D, Lopes C, Elmadfa I, Wendt A, Knüppel S, Turrini A, Tumino R, Ocké MC, Sekula W, Nilsson LM, Key T, Trichopoulou A, HECTOR Consortium Eating out is different from eating at home among individuals who occasionally eat out. A cross-sectional study among middle-aged adults from eleven European countries. Br J Nutr. 2015;113(12):1951–1964. doi: 10.1017/S0007114515000963.
    1. Fulkerson JA, Larson N, Horning M, Neumark-Sztainer D. A review of associations between family or shared meal frequency and dietary and weight status outcomes across the lifespan. J Nutr Educ Behav. 2014;46:2–19. doi: 10.1016/j.jneb.2013.07.012.
    1. Andaya A, Arredondo E, Alcaraz J, Lindsay P, Elder J. The association between family meals, TV viewing during meals, and fruit, vegetables, soda, and chips intake among Latino children. J Nutr Educ Behav. 2011;43(5):308–315. doi: 10.1016/j.jneb.2009.11.005.
    1. Alamri E. Family meal associated with better dietary quality during adolescence. Med Sci. 2020;24(102):786–792.
    1. Suggs S, Bella S, Rangelov N, Vidal P. Is it better at home with my family? The effects of people and place on children's eating behavior. Appetite. 2018;121:111–121. doi: 10.1016/j.appet.2017.11.002.
    1. Hillesund ER, Sagedal LR, Bere E, Øverby NC. Family meal participation is associated with dietary intake among 12-month-olds in Southern Norway. BMC Pediatr. 2021;21(1):128. doi: 10.1186/s12887-021-02591-6.
    1. Robson SM, Couch SC, Peugh JL, Glanz K, Zhou C, Sallis JF, Saelens BE. Parent diet quality and energy intake are related to child diet quality and energy intake. J Acad Nutr Diet. 2016;116(6):984–990. doi: 10.1016/j.jand.2016.02.011.
    1. Ervin RB, Kit BK, Carroll MD, Ogden CL. Consumption of added sugar among U.S. children and adolescents, 2005–2008. NCHS Data Brief. 2012;87:1–8.

Source: PubMed

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