1. Clustering patterns of physical activity, sedentary and dietary behavior among European adolescents: The HELENA study
- Author
-
Ottevaere, Charlene, Huybrechts, Inge, Benser, Jasmin, De Bourdeaudhuij, Ilse, Cuenca Garcia, Magdalena, Dallongeville, Jean, Zaccaria, Maria, Gottrand, Frederic, Kersting, Mathilde, Rey Lápez, Juan P., Manios, Yannis, Molnr, Dénes, Moreno, Luis A, Smpokos, Emmanouel, Widhalm, Kurt, De Henauw, Stefaan, Moreno L, Gottrand F, De Henauw S, González Gross M, Gilbert C, Kafatos A, Libersa C, Sánchez J, Kersting M, Sjöstrom M, Molnár D, Dallongeville J, Hall G, Maes L, Scalfi L, Meléndez P, Fleta J, Casajús J, Rodríguez G, Tomás C, Mesana MI, Vicente Rodríguez G, Villarroya A, Gil CM, Ara I, Revenga J, Lachen C, Fernández Alvira J, Bueno G, Lázaro A, Bueno O, León JF, Garagorri JM, Bueno M, Pablo Rey López J, Iglesia I, Velasco P, Bel S, Marcos A, Wärnberg J, Nova E, Gómez S, Ligia Díaz E, Romeo J, Veses A, Angeles Puertollano M, Zapatera B, Pozo T, Beghin L, Iliescu C, Von Berlepsch J, Sichert Hellert W, Koeppen E, Erhardt E, Csernus K, Török K, Bokor S, Angster M, Nagy E, Kovács O, Répasi J, Codrington C, Plada M, Papadaki A, Sarri K, Viskadourou A, Hatzis C, Kiriakakis M, Tsibinos G, Vardavas C, Sbokos M, Protoyeraki E, Fasoulaki M, Stehle P, Pietrzik K, Breidenassel C, Spinneker A, Al Tahan J, Segoviano M, Berchtold A, Bierschbach C, Blatzheim E, Schuch A, Pickert P, Castillo Garzón M, Gutiérrez Sáinz Á, Ortega Porcel FB, Ruiz JR, García Artero E, España Romero V, Jiménez Pavón D, Sánchez Muñoz C, Soto V, Chillón P, Heredia JM, Aparicio V, Baena P, Cardia CM, Carbonell A, Arcella D, Catasta G, Censi L, Ciarapica D, Ferrari M, Le Donne C, Leclerq C, Magrì L, Maiani G, Piccinelli R, Polito A, Spada R, Toti E, Montagnese C, De Bourdeaudhuij I, De Vriendt T, Matthys C, Vereecken C, de Maeyer M, Ottevaere C, Widhalm K, Phillipp K, Dietrich S, Kubelka B, Boriss Riedl M, Manios Y, Grammatikaki E, Bouloubasi Z, Cook T, Eleutheriou S, Consta O, Moschonis G, Katsaroli I, Kraniou G, Papoutsou S, Keke D, Petraki I, Bellou E, Tanagra S, Kallianoti K, Argyropoulou D, Kondaki K, Tsikrika S, Karaiskos C, Meirhaeghe A, Fievet N, Goumidi L, Bergman P, Hagströmer M, Hallström L, Hallberg M, Poortvliet E, Rizzo N, Beckman L, Hurtig Wennlöf A, Patterson E, Kwak L, Cernerud L, Tillgren P, Sörensen S, Sánchez Molero J, Picó E, Navarro M, Viadel B, Enrique Carreres J, Merino G, Sanjuán R, Lorente M, José Sánchez M, Castelló S, Thomas S, Allchurch E, Burguess P, Astrom A, Sverkén A, Broberg A, Masson A, Lehoux C, Brabant P, Pate P, Fontaine L, Sebok A, Kuti T, Hegyi A, Maldonado C, Llorente A, García E, von Fircks H, Lilja Hallberg M, Messerer M, Larsson M, Fredriksson H, Adamsson V, Börjesson I, Fernández L, Smillie L, Wills J, Meléndez A, Benito PJ, Calderón J, Valtueña J, Navarro P, Urzanqui A, Albers U, Pedrero R, Gómez Lorente J.J., VITAGLIONE, PAOLA, Department of Public Health, Universiteit Gent = Ghent University [Belgium] (UGENT), Institut für Ernährungs- und Lebensmittelwissenschaften - Ernährungphysiologie, Rheinische Friedrich-Wilhelms-Universität Bonn, Department of Movement and Sport Sciences, Department of Physiology, University of Granada [Granada]-School of Medicine, Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP), National Research Institute on Food and Nutrition, Inflammation: mécanismes et régulation et interactions avec la nutrition et les candidoses, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille, Droit et Santé, Research Institute of Child Nutrition Dortmund, Growth, Exercise, Nutrition and Development (GENUD), University of Zaragoza - Universidad de Zaragoza [Zaragoza]-E.U., Ciencias de la Salud, Harokopio University, Pécsi Tudemányegyetem, University of Crete School of medicine, Medizinische Universität Wien = Medical University of Vienna, Universiteit Gent = Ghent University (UGENT), Universidad de Granada = University of Granada (UGR)-School of Medicine, BMC, Ed., Matthys, Christophe, Ottevaere, Charlene, Huybrechts, Inge, Benser, Jasmin, De Bourdeaudhuij, Ilse, Cuenca Garcia, Magdalena, Dallongeville, Jean, Zaccaria, Maria, Gottrand, Frederic, Kersting, Mathilde, Rey Lápez, Juan P., Manios, Yanni, Molnr, Déne, Moreno, Luis A, Smpokos, Emmanouel, Widhalm, Kurt, De Henauw, Stefaan, Moreno, L, Gottrand, F, De Henauw, S, González Gross, M, Gilbert, C, Kafatos, A, Libersa, C, Sánchez, J, Kersting, M, Sjöstrom, M, Molnár, D, Dallongeville, J, Hall, G, Maes, L, Scalfi, L, Meléndez, P, Fleta, J, Casajús, J, Rodríguez, G, Tomás, C, Mesana, Mi, Vicente Rodríguez, G, Villarroya, A, Gil, Cm, Ara, I, Revenga, J, Lachen, C, Fernández Alvira, J, Bueno, G, Lázaro, A, Bueno, O, León, Jf, Garagorri, Jm, Bueno, M, Pablo Rey López, J, Iglesia, I, Velasco, P, Bel, S, Marcos, A, Wärnberg, J, Nova, E, Gómez, S, Ligia Díaz, E, Romeo, J, Veses, A, Angeles Puertollano, M, Zapatera, B, Pozo, T, Beghin, L, Iliescu, C, Von Berlepsch, J, Sichert Hellert, W, Koeppen, E, Erhardt, E, Csernus, K, Török, K, Bokor, S, Angster, M, Nagy, E, Kovács, O, Répasi, J, Codrington, C, Plada, M, Papadaki, A, Sarri, K, Viskadourou, A, Hatzis, C, Kiriakakis, M, Tsibinos, G, Vardavas, C, Sbokos, M, Protoyeraki, E, Fasoulaki, M, Stehle, P, Pietrzik, K, Breidenassel, C, Spinneker, A, Al Tahan, J, Segoviano, M, Berchtold, A, Bierschbach, C, Blatzheim, E, Schuch, A, Pickert, P, Castillo Garzón, M, Gutiérrez Sáinz, Á, Ortega Porcel, Fb, Ruiz, Jr, García Artero, E, España Romero, V, Jiménez Pavón, D, Sánchez Muñoz, C, Soto, V, Chillón, P, Heredia, Jm, Aparicio, V, Baena, P, Cardia, Cm, Carbonell, A, Arcella, D, Catasta, G, Censi, L, Ciarapica, D, Ferrari, M, Le Donne, C, Leclerq, C, Magrì, L, Maiani, G, Piccinelli, R, Polito, A, Spada, R, Toti, E, Vitaglione, Paola, Montagnese, C, De Bourdeaudhuij, I, De Vriendt, T, Matthys, C, Vereecken, C, de Maeyer, M, Ottevaere, C, Widhalm, K, Phillipp, K, Dietrich, S, Kubelka, B, Boriss Riedl, M, Manios, Y, Grammatikaki, E, Bouloubasi, Z, Cook, T, Eleutheriou, S, Consta, O, Moschonis, G, Katsaroli, I, Kraniou, G, Papoutsou, S, Keke, D, Petraki, I, Bellou, E, Tanagra, S, Kallianoti, K, Argyropoulou, D, Kondaki, K, Tsikrika, S, Karaiskos, C, Meirhaeghe, A, Fievet, N, Goumidi, L, Bergman, P, Hagströmer, M, Hallström, L, Hallberg, M, Poortvliet, E, Rizzo, N, Beckman, L, Hurtig Wennlöf, A, Patterson, E, Kwak, L, Cernerud, L, Tillgren, P, Sörensen, S, Sánchez Molero, J, Picó, E, Navarro, M, Viadel, B, Enrique Carreres, J, Merino, G, Sanjuán, R, Lorente, M, José Sánchez, M, Castelló, S, Thomas, S, Allchurch, E, Burguess, P, Astrom, A, Sverkén, A, Broberg, A, Masson, A, Lehoux, C, Brabant, P, Pate, P, Fontaine, L, Sebok, A, Kuti, T, Hegyi, A, Maldonado, C, Llorente, A, García, E, von Fircks, H, Lilja Hallberg, M, Messerer, M, Larsson, M, Fredriksson, H, Adamsson, V, Börjesson, I, Fernández, L, Smillie, L, Wills, J, Meléndez, A, Benito, Pj, Calderón, J, Valtueña, J, Navarro, P, Urzanqui, A, Albers, U, Pedrero, R, Gómez Lorente, J. J., and School of Medicine-University of Granada [Granada]
- Subjects
Male ,Gerontology ,Health Behavior ,CHILDREN ,ACTIVITY QUESTIONNAIRE ,DETERMINANTS ,Overweight ,ENERGY ,0302 clinical medicine ,Surveys and Questionnaires ,Epidemiology ,Medicine and Health Sciences ,Surveys and Questionnaire ,Cluster Analysis ,Medicine ,030212 general & internal medicine ,INTERNATIONAL SURVEY ,Public, Environmental & Occupational Health ,Anthropometry ,lcsh:Public aspects of medicine ,3. Good health ,Europe ,Sedentary Lifestyle ,RELIABILITY ,Female ,NUTRITION ,SCHOOL-AGED CHILDREN ,medicine.symptom ,Life Sciences & Biomedicine ,Human ,Research Article ,medicine.medical_specialty ,Adolescent ,030209 endocrinology & metabolism ,03 medical and health sciences ,Humans ,QUALITY ,VALIDITY ,Cluster analysis ,Exercise ,Sedentary lifestyle ,Cluster Analysi ,Science & Technology ,OVERWEIGHT ,business.industry ,Public health ,EATING HABITS ,Public Health, Environmental and Occupational Health ,CONSUMPTION ,HEALTHY LIFE-STYLE ,lcsh:RA1-1270 ,medicine.disease ,Obesity ,Diet ,[SDV.SPEE] Life Sciences [q-bio]/Santé publique et épidémiologie ,[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie ,Sedentary Behavior ,Biostatistics ,business - Abstract
BACKGROUND: Evidence suggests possible synergetic effects of multiple lifestyle behaviors on health risks like obesity and other health outcomes. A better insight in the clustering of those behaviors, could help to identify groups who are at risk in developing chronic diseases. This study examines the prevalence and clustering of physical activity, sedentary and dietary patterns among European adolescents and investigates if the identified clusters could be characterized by socio-demographic factors. METHODS: The study comprised a total of 2084 adolescents (45.6% male), from eight European cities participating in the HELENA (Healthy Lifestyle in Europe by Nutrition in Adolescence) study. Physical activity and sedentary behavior were measured using self-reported questionnaires and diet quality was assessed based on dietary recall. Based on the results of those three indices, cluster analyses were performed. To identify gender differences and associations with socio-demographic variables, chi-square tests were executed. RESULTS: Five stable and meaningful clusters were found. Only 18% of the adolescents showed healthy and 21% unhealthy scores on all three included indices. Males were highly presented in the cluster with high levels of moderate to vigorous physical activity (MVPA) and low quality diets. The clusters with low levels of MVPA and high quality diets comprised more female adolescents. Adolescents with low educated parents had diets of lower quality and spent more time in sedentary activities. In addition, the clusters with high levels of MVPA comprised more adolescents of the younger age category. CONCLUSION: In order to develop effective primary prevention strategies, it would be important to consider multiple health indices when identifying high risk groups. ispartof: BMC PUBLIC HEALTH vol:11 ispartof: location:England status: published
- Published
- 2011
- Full Text
- View/download PDF