Abstract
Childhood and adolescence are pivotal periods in human life characterized, among others by intense metabolic rate, continuous body growth and development, physical and psychological changes, and the onset of habits that will probably continue in later ages. All these characteristics may confer high vulnerability in relation to the risk of obesity development in predisposed subjects. Body composition and psycho-social changes determine nutritional requirements as well as dietary and physical activity behavior variability but, at the same time, these latter and other environmental and behavioral factors could also influence the former (Rodríguez et al. 2004). Among all risk factors that are known to modulate obesity development and its persistence into adulthood, diet composition and food patterns are among the main environmental determinants of energy balance along different periods of life (Rodríguez and Moreno 2006) (Fig. 18.1).
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Aeberli, I., Kaspar, M., & Zimmermann, M.B. (2007). Dietary intake and physical activity of normal weight and overweight 6 to 14 year old Swiss children. Swiss Medical Weekly, 137, 424–430.
Ailhaud, G., Massiera, F., Weill, P., Legrand, P., Alessandri, J.M., & Guesnet, P. (2006). Temporal changes in dietary fats: role of n-6 polyunsaturated fatty acids in excessive adipose tissue development and relationship to obesity. Progress in Lipid Research, 45, 203–236.
Alexy, U., Sichert-Hellert, W., Kersting, M., & Schultze-Pawlitschko, V. (2004) Pattern of long-term fat intake and BMI during childhood and adolescence – results of the DONALD Study. International Journal of Obesity and Related Metabolic Disorders, 28, 1203–1209.
Andersen, L.F., Lillegaard, I.T., Øverby, N., Lytle, L., Klepp, K.I., & Johansson, L. (2005). Overweight and obesity among Norwegian schoolchildren: changes from 1993 to 2000. Scandinavian Journal of Public Health, 33, 99–106.
Atkin, L.M., & Davies, B.S.W. (2000). Diet composition and body composition in preschool children. American Journal of Clinical Nutrition, 72, 15–21.
Azizi, F., Allahverdian, S., Mirmiran, P., Rahmani, M., & Mohammadi, F. (2001). Dietary factors and body mass index in a group of Iranian adolescents: Tehran lipid and glucose study-2. International Journal for Vitamin and Nutrition Research, 71, 123–127.
Bandini, L.G., Schoeller, D.A., Cyr, H.N., & Dietz, W.H. (1990). Validity of reported energy intake in obese and nonobese adolescents. American Journal of Clinical Nutrition, 52, 421–425.
Berkey, C.S., Rockett, H.R., Field, A.E., Gillman, M.W., Frazier, A.L., Camargo, C.A. Jr., & Colditz, G.A. (2000). Activity, dietary intake, and weight changes in a longitudinal study of preadolescent and adolescent boys and girls. Pediatrics, 105, E56.
Berkey, C.S., Rockett, H.R., Field, A.E., Gillman, M.W., & Colditz, G.A. (2004). Sugar-added beverages and adolescent weight change. Obesity Research, 12, 778–788.
Bogaert, N., Steinbeck, K.S., Baur, L.A., Brock, K., & Bermingham, M.A. (2003). Food, activity and family – environmental vs biochemical predictors of weight gain in children. European Journal of Clinical Nutrition, 57, 1242–1249.
Bowman, S.A., Gortmaker, S.L., Ebbeling, C.B., Pereira, M.A., & Ludwig, D.S. (2004). Effects of fast-food consumption on energy intake and diet quality among children in a national household survey. Pediatrics, 113, 112–118.
Bratteby, L.E., Sandhagen, B., Fan, H., Enghardt, H., & Samuelson, G. (1998). Total energy expenditure and physical activity as assessed by the doubly labeled water method in Swedish adolescents in whom energy intake was underestimated by 7-d diet records. American Journal of Clinical Nutrition, 67, 905–911.
Bray, G.A., Nielsen, S.J., & Popkin, B.M. (2004). Consumption of high-fructose corn syrup in beverages may play a role in the epidemic of obesity. American Journal of Clinical Nutrition, 79, 537–543.
Butte, N.F., Christiansen, E., & Sørensen, T.I. (2007). Energy imbalance underlying the development of childhood obesity. Obesity (Silver Spring), 15, 3056–3066.
Buyken, A.E., Cheng, G., Gunther, A.L., Liese, A.D., Remer, T., & Karaolis-Danckert, N. (2008). Relation of dietary glycemic index, glycemic load, added sugar intake, or fiber intake to the development of body composition between ages 2 and 7 y. American Journal of Clinical Nutrition, 88, 755–762.
Colapinto, C.K., Fitzgerald, A., Taper, J., & Veugelers, P.J. (2007). Children’s preference for large portions: Prevalence, determinants, and consequences. Journal of the American Dietetic Association, 107, 1183–1190.
Coufopoulos, A.M., Maggs, C., & Hackett, A. (2001). Doing dietary research with adolescents: the problems of data collection in the school setting. International Journal of Health Promotion and Education, 39, 100–105.
Crawford, D.A., Timperio, A.F., Salmon, J.A., Baur, L., Giles-Corti, B., Roberts, R.J., Jackson, M.L., Andrianopoulus, N., & Ball, K. (2008). Neighbourhood fast food outlets and obesity in children and adults: the CLAN Study. International Journal of Pediatric Obesity, 3, 249–256.
Davies, P.S. (1997). Diet composition and body mass index in pre-school children. European Journal of Clinical Nutrition, 51, 443–448.
Dietz, W.H. (1994) Critical periods in childhood for the development of obesity. American Journal of Clinical Nutrition, 59, 955–959.
Dorosty, A.R., Emmett, P.M., Cowin, S., & Reilly, J.J. (2000). Factors associated with early adiposity rebound. ALSPAC Study Team. Pediatrics, 105, 1115–1118.
Drewnowski, A., & Specter, S.E. (2004). Poverty and obesity: the role of energy density and energy costs. American Journal of Clinical Nutrition, 79, 6–16.
Ello-Martin, J.A., Ledikwe, J.H., & Rolls, B.J. (2005). The influence of food portion size and energy density on energy intake: implications for weight management. American Journal of Clinical Nutrition, 82 (1 Suppl), 236S–241S.
Ells, L.J., Hillier, F.C., Shucksmith, J., Crawley, H., Harbige, L., Shield, J., Wiggins, A., & Summerbell, C.D. (2008). A systematic review of the effect of dietary exposure that could have achieved through normal dietary intake on learning and performance of school-aged children of relevance to UK schools. British Journal of Nutrition, 100, 927–936.
Field, A.E., Austin, S.B., Gillman, M.W., Rosner, B., Rockett, H.R., & Colditz, G.A. (2004). Snack food intake does not predict weight change among children and adolescents. International Journal of Obesity, 28, 1210–1216.
Fisher, J.O., & Kral, T.V. (2008). Super-size me: Portion size effects on young children’s eating. Physiology & Behavior, 94, 39–47.
Fisher, J.O., Liu, Y., Birch, L.L., & Rolls, B.J. (2007). Effects of portion size and energy density on young children’s intake at a meal. American Journal of Clinical Nutrition, 86, 174–179.
Forshee, R.A., Anderson, P.A., & Storey, M.L. (2008). Sugar-sweetened beverages and body mass index in children and adolescents: a meta-analysis. American Journal of Clinical Nutrition, 87, 1662–1671.
Francis, L.A., Lee, Y., & Birch, L.L. (2003). Parental weight status and girls’ television viewing, snaking, and body mass indexes. Obesity Research, 11, 143–151.
Frank, G.C. (1994). Environmental influences on methods used to collect dietary data from children. American Journal of Clinical Nutrition, 59, 207S–211S.
Freedman, D.S., Kettel Khan, L., Serdula, M.K., Srinivasan, S.R., & Berenson, G.S. (2001). BMI rebound, childhood height and obesity among adults: the Bogalusa Heart Study. International Journal of Obesity and Related Metabolic Disorders, 25, 543–549.
French, S.A., Story, M., Neumark-Sztainer, D., Fulkerson, J.A., & Hannan, P. (2001). Fast food restaurant use among adolescents: associations with nutrient intake, food choices and behavioral and psychosocial variables. International Journal of Obesity and Related Metabolic Disorders, 25, 1823–1833.
Garemo, M., Lenner, R.A., & Strandvik, B. (2007). Swedish pre-school children eat too much junk food and sucrose. Acta Paediatrica, 96, 266–272.
Gatenby, S.J. (1997). Eating frequency: methodological and dietary aspects. British Journal of Nutrition, 77 (Suppl 1), S7–S20.
Gazanniga, J.M., & Burns, T.L. (1993). Relationship between diet composition and body fatness, with adjustment for resting energy expenditure and physical activity, in preadolescent children. American Journal of Clinical Nutrition, 58, 21–28.
Gibson, S., & Neate, D. (2007). Sugar intake, soft drink consumption and body weight among British children: further analysis of National Diet and Nutrition Survey data with adjustment for underreporting and physical activity. International Journal of Food Sciences and Nutrition, 58, 445–460.
Gillis, L.J., Kennedy, L.C., Gillis, A.M., & Bar-Or, O. (2002). Relationship between juvenile obesity, dietary energy and fat intake and physical activity. International Journal of Obesity, 26, 458–463.
Gillman, M.W., Rifas-Shiman, S.L., Frazier, A.L., Rockett, H.R., Camargo, C.A. Jr., Field, A.E., Berkey, C.S., & Colditz, G.A. (2000). Family dinner and diet quality among older children and adolescents. Archives of Family Medicine, 9, 235–240.
Guillaume, M., Lapidus, L., & Lambert, A. (1998). Obesity and nutrition in children. The Belgian Luxembourg child study IV. European Journal of Clinical Nutrition, 52, 323–328.
Gunther, A.L., Buyken, A.E., & Kroke, A. (2006). The influence of habitual protein intake in early childhood on BMI and age at adiposity rebound: results from the DONALD Study. International Journal of Obesity (Lond), 30, 1072–1079.
Gunther, A.L., Buyken, A.E., & Kroke, A. (2007). Protein intake during the period of complementary feeding and early childhood and the association with body mass index and percentage body fat at 7 y of age. American Journal of Clinical Nutrition, 85, 1626–1633.
Hassapidou, M., Fotiadou, E., Maglara, E., & Papadopoulou, S.K. (2006). Energy intake, diet composition, energy expenditure, and body fatness of adolescents in northern Greece. Obesity, 14, 855–862.
He, Q., & Karlberg, J. (2002). Probability of adult overweight and risk change during the BMI rebound period. Obesity Research, 10, 135–140.
Heitmann, B.L., & Lissner, L. (1995). Dietary underreporting by obese individuals–is it specific or non-specific? British Medical Journal, 311, 986–989.
James, J., Thomas, P., Cavan, D., & Kerr, D. (2004). Preventing childhood obesity by reducing consumption of carbonated drinks: cluster randomised controlled trial. British Medical Journal, 328, 1237.
Johnson, L., Mander, A.P., Jones, L.R., Emmett, P.M., & Jebb, S.A. (2008). Energy-dense, low-fiber, high-fat dietary pattern is associated with increased fatness in childhood. American Journal of Clinical Nutrition, 87, 846–854.
Jouret, B., Ahluwalia, N., Cristini, C., Dupuy, M., Negre-Pages, L., Grandjean, H., & Tauber, M. (2007). Factors associated with overweight in preschool-age children in southwestern France. American Journal of Clinical Nutrition, 85, 1643–1649.
Karlsson, M., Mårild, S., Brandberg, J., Lonn, L., Friberg, P., & Strandvik, B. (2006). Serum phospholipid fatty acids, adipose tissue, and metabolic markers in obese adolescents. Obesity (Silver Spring), 14, 1931–1939.
Kral, T.V., Stunkard, A.J., Berkowitz, R.I., Stallings, V.A., Brown, D.D., & Faith, M.S. (2007). Daily food intake in relation to dietary energy density in the free-living environment: a prospective analysis of children born at different risk of obesity. American Journal of Clinical Nutrition, 86, 41–47.
Kral, T.V., Stunkard, A.J., Berkowitz, R.I., Stalling, V.A., Moore, R.H., & Faith, M.S. (2008). Beverage consumption patterns of children born at different risk of obesity. Obesity (Silver Spring), 16, 1802–1808.
Krebs-Smith, S.M., Smiciklas-Wright, H., Guthrie, H.A., & Krebs-Smith, J. (1987). The effects of variety in food choices on dietary quality. Journal of the American Dietetic Association, 87, 897–903.
Lindroos, A.K., Lissner, L., & Sjöström, L. (1999). Does degree of obesity influence the validity of reported energy and protein intake? Results from the SOS Dietary Questionnaire. Swedish Obese Subjects. European Journal of Clinical Nutrition, 53, 375–378.
Lioret, S., Volatier, J.L., Lafay, L., Touvier, M., & Maire, B. (2009). Is food portion size a risk factor of childhood overweight? European Journal of Clinical Nutrition, 63, 382–391.
Lissner, L., Troiano, R.P., Midthune, D., Heitmann, B.L., Kipnis, V., Subar, A.F., & Potischman, N. (2007). OPEN about obesity: recovery biomarkers, dietary reporting errors and BMI. International Journal of Obesity (Lond), 31, 956–961.
Livingstone, M.B., & Robson, P.J. (2000). Measurement of dietary intake in children. Proceedings of the Nutrition Society, 59, 279–293.
Ludwig, D.S., Peterson, K.E., & Gortmaker, S.L. (2001). Relation between consumption of sugar-sweetened drinks and childhood obesity: a prospective, observational analysis. Lancet, 357, 505–508.
Ma, Y., Bertone, E.R., Stanek, E.J. III, Reed, G.W., Hebert, J.R., Cohen, N.L., Merriam, P.A., & Ockene, I.S. (2003). Association between eating patterns and obesity in a free-living US adult population. American Journal of Epidemiology, 158, 85–92.
Maffeis, C., Talamini, G., & Tato, L. (1998). Influence of diet, physical activity and parents’ obesity on children’s adiposity: a four-year longitudinal study. International Journal of Obesity and Related Metabolic Disorders, 22, 758–764.
Maffeis, C., Provera, S., Filippi, L., Sidoti, G., Schena, S., Pinelli, L., & Tatò, L. (2000). Distribution of food intake as a risk factor for childhood obesity. International Journal of Obesity and Related Metabolic Disorders, 24, 75–80.
Magarey, A.M., Daniels, L.A., Boulton, T.J., & Cockington, R.A. (2001). Does fat intake predict adiposity in healthy children and adolescents aged 2–15 y? A longitudinal analysis. European Journal of Clinical Nutrition, 55, 471–481.
McCaffrey, T.A., Rennie, K.L., Kerr, M.A., Wallace, J.M., Hannon-Fletcher, M.P., Coward, W.A., Jebb, S.A., & Livingstone, M.B. (2008). Energy density of the diet and change in body fatness from childhood to adolescence; is there a relation? American Journal of Clinical Nutrition, 87, 1230–1237.
McCrory, M.A., Fuss, P.J., McCallum, J.E., Yao, M., Vinken, A.G., Hays, N.P., & Roberts, S.B. (1999). Dietary variety within food groups: association with energy intake and body fatness in men and women. American Journal of Clinical Nutrition, 69, 440–447.
McGloin, A.F., Livingstone, M.B., Greene, L.C., Webb, S.E., Gibson, J.M., Jebb, S.A., Cole, T.J., Coward, W.A., Wright, A., & Prentice, A.M. (2002). Energy and fat intake in obese and lean children at varying risk of obesity. International Journal of Obesity, 26, 200–207.
Miller, S.A., Taveras, E.M., Rifas-Shiman, S.L., & Gillman, N.W. (2008). Association between television viewing and poor diet quality in young children. International Journal of Pediatric Obesity, 4, 1–9.
Moreno, L.A., & Rodríguez, G. (2007). Dietary risk factors for development of childhood obesity. Current Opinion in Clinical Nutrition and Metabolic Care, 10, 336–341.
Moreno, L.A., Kersting, M., de Henauw S, Gonzáles-Gross, M., Sichert-Hellert, W., Matthys, C., Mesana, M.I., & Ross, N. (2005). How to measure dietary intake and food habits in adolescence? – The European perspective. International Journal of Obesity, 29 (Suppl 2), S66–S77.
Newby, P.K. (2007). Are dietary intakes and eating behaviors related to childhood obesity? A comprehensive review of the evidence. Journal of Law, Medicine and Ethics, 35, 35–60.
Niemeier, H.M., Raynor, H.A., Lloyd-Richardson, E.E., Rogers, M.L., & Wing, R.R. (2006). Fast food consumption and breakfast skipping: predictors of weight gain from adolescence to adulthood in a nationally representative simple. Journal of Adolescent Health, 39, 842–849.
O’Connor, T.M., Yang, S.J., & Nicklas, T.A. (2006). Beverage intake among preschool children and its effect on weight status. Pediatrics, 118, e1010–1018.
Olsen, N.J., & Heitmann, B.L. (2009). Intake of calorically sweetened beverages and obesity. Obesity Reviews, 10, 68–75.
Ong, K.K., Emmett, P.M., Noble, S., Ness, A., Dunger, D.B., & ALSPAC Study Team (2006). Dietary energy intake at the age of 4 months predicts postnatal weight gain and childhood body mass index. Pediatrics, 117, e503–e508.
Orlet Fisher, J.O., Rolls, B.J., & Birch, L.L. (2003). Children’s bite size and intake of an entree are greater with large portions than with age-appropriate or self-selected portions. American Journal of Clinical Nutrition, 77, 1164–1170.
Ortega, R.M., Requejo, A.M., Andres, P., Lopez-Sobaler, A.M., Redondo, R., & Gonzalez-Fernandez, M. (1995). Relationship between diet composition and body mass index in a group of Spanish adolescents. British Journal of Nutrition, 74, 765–773.
Overby, N.C., Lillegaard, I.T., Johansson, L., & Andersen, L.F. (2004). High intake of added sugar among Norwegian children and adolescents. Public Health Nutrition, 7, 285–293.
Parizkova, J., & Rolland-Cachera, M.F. (1997). High proteins early in life as a predisposition for later obesity and further health risks. Nutrition, 13, 818–819.
Parnell, W., Wilson, N., Alexander, D., Wohlers, M., Williden, M., Mann, J., & Gray, A. (2008). Exploring the relationship between sugars and obesity. Public Health Nutrition, 11, 860–866.
Phillips, S.M., Bandini, L.G., Naumova, E.N., Cyr, H., Colclough, S., Dietz, W.H., & Must, A. (2004). Energy-dense snack food intake in adolescence: longitudinal relationship to weight and fatness. Obesity Research, 12, 461–472.
Receveur, O., Morou, K., Gray-Donald, K., & Macaulay, A.C. (2008). Consumption of key food items is associated with excess weight among elementary-school-aged children in a Canadian first nations community. Journal of the American Dietetic Association, 108, 362–366.
Reilly, J.J., Armstrong, J., Dorosty, A.R., Emmett, P.M., Ness, A., Rogers, I., Steer, C., Sherriff, A., & Avon Longitudinal Study of Parents and Children Study Team (2005). Early life risk factors for obesity in childhood: cohort study. British Medical Journal, 330, 1357.
Robinson, T.N., Borzekowski, D.L., Matheson, D.M., & Kraemer, H.C. (2007). Effects of fast food branding on young children’s taste preferences. Archives of Pediatrics & Adolescent Medicine, 161, 792–797.
Rockett, H.R., Breitenbach, M., Frazier, A.L., Witschi, J., Wolf, A.M., Field, A.E., & Colditz, G.A. (1997). Validation of a youth/adolescent food frequency questionnaire. Preventive Medicine, 26, 808–816.
Rodríguez, G., & Moreno, L.A. (2006). Is dietary intake able to explain differences in body fatness in children and adolescents? Nutrition, Metabolism, and Cardiovascular Diseases, 16, 294–301.
Rodríguez, G., & Moreno, L.A. (2008). Is diet the fuel for obesity in children and adolescents? Obesity and Metabolism, 4, 183–188.
Rodríguez, G., Moreno, L.A., Blay, M.G., Blay, V.A., Garagorri, J.M., Sarría, A., & Bueno, M. (2004). Body composition in adolescents: measurements and metabolic aspects. International Journal of Obesity, 28 (Suppl 3), S54–58.
Rolland-Cachera, M.F., & Bellisle, F. (1986). No correlation between adiposity and food intake: why are working class children fatter? American Journal of Clinical Nutrition, 44, 779–787.
Rolland-Cachera, M.F., Deheeger, M., Akrout, M., & Bellisle, F. (1995). Influence of macronutrients on adiposity development: a follow up study of nutrition and growth from 10 months to 8 years of age. International Journal of Obesity and Related Metabolic Disorders, 19, 573–578.
Rolls, B.J., Engell, D., & Birch, L.L. (2000). Serving portion size influences 5-year-old but not 3-year old children’s food intakes. Journal of the American Dietetic Association, 100, 232–234.
Scaglioni, S., Agostoni, C., Notaris, R.D., Radaelli, G., Radice, N., Valenti, M., Giovannini, M., & Riva, E. (2000). Early macronutrient intake and overweight at five years of age. International Journal of Obesity, 24, 777–781.
Schmidt, M., Affenito, S.G., Striegel-Moore, R., Khoury, P.R., Barton, B., Crawford, P., Kronsberg, S., Schreiber, G., Obarzanek, E., & Daniels, S. (2005). Fast-food intake and diet quality in black and white girls: the National Heart, Lung, and Blood Institute Growth and Health Study. Archives of Pediatrics & Adolescent Medicine, 159, 626–631.
Sen, B. (2006). Frequency of family dinner and adolescent body weight status: evidence from the national longitudinal survey of youth, 1997. Obesity, 14, 2266–2276.
Serra, M.L., Ribas, B.L., Aranceta, B.J., Pérez, R.C, Saavedra, S.P., & Peña, Q.L. (2003). Childhood and adolescent obesity in Spain. Results of the enKid study (1998-2000). Medicina Clinica (Barc), 121, 725–732.
Sjöberg, A., Slinde, F., Arvidsson, D., Ellegård, L., Gramatkovski, E., Hallberg, L., & Hulthén, L. (2003). Energy intake in Swedish adolescents: validation of diet history with doubly labelled water. European Journal of Clinical Nutrition, 57, 1643–1652.
Skinner, J.D., Bounds, W., Carruth, B.R., Morris, M., & Ziegler, P. (2004). Predictors of children’s body mass index: a longitudinal study of diet and growth in children aged 2-8 y. International Journal of Obesity and Related Metabolic Disorders, 28, 476–482.
Toschke, A.M., Küchenhoff, H., Koletzko, B., & von Kries, R. (2005). Meal frequency and childhood obesity. Obesity Research, 13, 1932–1938.
USDA ORC/Macro (2005). Food Assistance and Nutrition Research Program. Developing effective wording and format options for a children’s nutrition behavior questionnaire for mothers of children in kindergarten. USDA contractor and cooperator report no. 10, August 2005. www.ers.usda.
Vereecken, C.A., Covents, M., Matthys, C., & Maes, L. (2005). Young adolescents’ nutrition assessment on computer (YANA-C). European Journal of Clinical Nutrition, 59, 658–667.
Veugelers, P.J., & Fitzgerald, A.L. (2005). Prevalence of and risk factors for childhood overweight and obesity. Canadian Medical Association Journal, 173, 607–613.
Wang, Y.C., Bleich, S.N., & Gortmaker, S.L. (2008). Increasing caloric contribution from sugar-sweetened beverage and 100% fruit juices among US children and adolescents, 1988-2004. Pediatrics, 121, e1604–e1614.
Welsh, J.A., Cogswell, M.E., Rogers, S., Rockett, H., Mei, Z., & Grummer-Strawn, L.M. (2005). Overweight among low-income preschool children associated with the consumption of sweet drinks: Missouri, 1999–2002. Pediatrics, 115, e223–e229.
Whitaker, R.C., Pepe, M.S., Wright, J.A., Seidel, K.D., & Dietz, W.H. (1998). Early adiposity rebound and the risk of adult obesity. Pediatrics, 101, E5.
Willett, W. (1998). Nutritional epidemiology, Second edn, vol. 30. New York: Oxford University Press.
Acknowledgement
Supported in part by the Swedish Council on Working Life and Social Research (EpiLife) and the Swedish Research Council. The authors thank Nancy Potischman for her comments.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer Science+Business Media, LLC
About this chapter
Cite this chapter
Rodríguez, G., Sjöberg, A., Lissner, L., Moreno, L.A. (2011). Food Patterns and Nutrient Intake in Relation to Childhood Obesity. In: Moreno, L., Pigeot, I., Ahrens, W. (eds) Epidemiology of Obesity in Children and Adolescents. Springer Series on Epidemiology and Public Health, vol 2. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-6039-9_18
Download citation
DOI: https://doi.org/10.1007/978-1-4419-6039-9_18
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4419-6038-2
Online ISBN: 978-1-4419-6039-9
eBook Packages: MedicineMedicine (R0)