Seasonal variation in food intake, physical activity, and body weight in a predominantly overweight population

Objective:To describe seasonal variation in food intake, physical activity, and body weight in a predominantly overweight population.Design:A longitudinal observational study.Setting:Most of the study participants were recruited from a health maintenance organization (HMO) in central Massachusetts, USA. Additional individuals of Hispanic descent were recruited from outside of the HMO population to increase the ethnic diversity of this sample.Subjects:Data from 593 participants, aged 20–70, were used for this investigation. Each participant was followed quarterly (five sampling points: baseline and four consecutive quarters) for 1-year period. Body weight measurements and three 24-h dietary and physical activity recalls were obtained on randomly selected days (including 2 weekdays and 1 weekend day) per quarter. Sinusoidal regression models were used to estimate peak-to-trough amplitude and phase of the peaks.Results:Daily caloric intake was higher by 86 kcal/day during the fall compared to the spring. Percentage of calories from carbohydrate, fat and saturated fat showed slight seasonal variation, with a peak in the spring for carbohydrate and in the fall for total fat and saturated fat intake. The lowest physical activity level was observed in the winter and the highest in the spring. Body weight varied by about 1/2 kg throughout the year, with a peak in the winter (P<0.001 winter versus summer). Greater seasonal variation was observed in subjects who were male, middle aged, nonwhite, and less educated.Conclusions:Although there is seasonal variation in diet, physical activity and body weight, the magnitude of the change is generally small in this population.Sponsorship:US National Heart, Lung and Blood Institute.

[1]  M. Singer,et al.  Nutritional Epidemiology , 2020, Definitions.

[2]  Pc Gupta,et al.  Sources of variability in dietary intake in two distinct regions of rural India: implications for nutrition study design and interpretation , 2000, European Journal of Clinical Nutrition.

[3]  P. Deurenberg,et al.  Seasonal variation in food intake, pattern of physical activity and change in body weight in a group of young adult Dutch women consuming self-selected diets. , 1986, International journal of obesity.

[4]  J. Nam Interval estimation and significance testing for cyclic trends in seasonality studies. , 1995, Biometrics.

[5]  W. Leonard,et al.  Biosocial responses to seasonal food stress in highland Peru. , 1989, Human biology.

[6]  C. Bates,et al.  Iron deficiency in older people: Interactions between food and nutrient intakes with biochemical measures of iron; further analysis of the National Diet and Nutrition Survey of people aged 65 years and over , 1999, European Journal of Clinical Nutrition.

[7]  C. Matthews,et al.  Seasonal Variation of Blood Cholesterol Levels: Study Methodology , 1999, Journal of biological rhythms.

[8]  K. Flegal,et al.  Increasing Prevalence of Overweight Among US Adults: The National Health and Nutrition Examination Surveys, 1960 to 1991 , 1994 .

[9]  D. Uitenbroek,et al.  Seasonal variation in leisure time physical activity. , 1993, Medicine and science in sports and exercise.

[10]  J. Dwyer,et al.  Collection of food and dietary supplement intake data: What We Eat in America-NHANES. , 2003, The Journal of nutrition.

[11]  Charles E Matthews,et al.  Systematic errors in middle-aged women's estimates of energy intake: comparing three self-report measures to total energy expenditure from doubly labeled water. , 2002, Annals of epidemiology.

[12]  Mervyn Deitel,et al.  The Surgeon-General's call to action to prevent an increase in overweight and obesity. Released Dec. 13, 2001. , 2002, Obesity Surgery.

[13]  A F Subar,et al.  Differences in Reported Food Frequency by Season of Questionnaire Administration: The 1987 National Health Interview Survey , 1994, Epidemiology.

[14]  J. M. de Castro,et al.  Seasonal rhythms of human nutrient intake and meal pattern. , 1991, Physiology & behavior.

[15]  I. Ockene,et al.  Association between dietary carbohydrates and body weight. , 2005, American journal of epidemiology.

[16]  E. Bergstralh,et al.  Effect of season on physical activity score, back extensor muscle strength, and lumbar bone mineral density , 1990, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[17]  J. Ockene,et al.  A dietitian-delivered group nutrition program leads to reductions in dietary fat, serum cholesterol, and body weight: the Worcester Area Trial for Counseling in Hyperlipidemia (WATCH). , 1999, Journal of the American Dietetic Association.

[18]  J. Palmgren,et al.  Variability in nutrient and food intakes among older middle-aged men. Implications for design of epidemiologic and validation studies using food recording. , 1990, American journal of epidemiology.

[19]  D. Ludwig,et al.  The glycemic index: physiological mechanisms relating to obesity, diabetes, and cardiovascular disease. , 2002, JAMA.

[20]  P. Haggarty,et al.  The influence of exercise on the energy requirements of adult males in the UK , 1994, British Journal of Nutrition.

[21]  F. Pi‐Sunyer Effect of the composition of the diet on energy intake. , 2009, Nutrition reviews.

[22]  U. Lahaie,et al.  Seasonal Affective Disorder , 1986, British Journal of Psychiatry.

[23]  F. Goodwin,et al.  Seasonal affective disorder. A description of the syndrome and preliminary findings with light therapy. , 1984, Archives of general psychiatry.

[24]  A. Wirz-Justice,et al.  The four seasons: Food intake frequency in seasonal affective disorder in the course of a year , 1988, Psychiatry Research.

[25]  T. Hurley,et al.  A comparison of selected nutrient intakes derived from three diet assessment methods used in a low-fat maintenance trial , 1998, Public Health Nutrition.

[26]  I. Sartori Increasing Prevalence of Overweight Among US Adults , 1996 .

[27]  Anthony L Bertapelle Spectral Analysis of Time Series. , 1979 .

[28]  J. Sallis,et al.  Physical activity assessment methodology in the Five-City Project. , 1985, American journal of epidemiology.

[29]  K. Ball,et al.  The obesity epidemic: contextual influences on physical activity and body weight. , 2003, Journal of science and medicine in sport.

[30]  Familial transmission of seasonal changes in sleep and eating function in the general population , 1998, Psychiatry Research.

[31]  D R Appleton,et al.  Some influences on the measurement of food intake during a dietary survey of adolescents. , 1985, Human nutrition. Applied nutrition.

[32]  Kaye Foster-Powell,et al.  International table of glycemic index and glycemic load values: 2002. , 2002, The American journal of clinical nutrition.

[33]  D. Hegsted,et al.  Efficiency of utilization of various sources of energy for growth. , 1985, Proceedings of the National Academy of Sciences of the United States of America.

[34]  P. Duché,et al.  Longitudinal changes in activity patterns, physical capacities, energy expenditure, and body composition in severely obese adolescents during a multidisciplinary weight-reduction program , 2005, International Journal of Obesity.

[35]  D. Ludwig Dietary glycemic index and obesity. , 2000, The Journal of nutrition.

[36]  H. Cai,et al.  Variation in nutrient intakes among women in Shanghai, China , 2004, European Journal of Clinical Nutrition.

[37]  P S Freedson,et al.  Seasonal variation in household, occupational, and leisure time physical activity: longitudinal analyses from the seasonal variation of blood cholesterol study. , 2001, American journal of epidemiology.

[38]  P S Freedson,et al.  Comparing physical activity assessment methods in the Seasonal Variation of Blood Cholesterol Study. , 2000, Medicine and science in sports and exercise.

[39]  A. Schatzkin,et al.  Evening eating and its relation to self-reported body weight and nutrient intake in women, CSFII 1985-86. , 1995, Journal of the American College of Nutrition.

[40]  R. Littell SAS System for Mixed Models , 1996 .

[41]  P S Freedson,et al.  Sources of variance in daily physical activity levels in the seasonal variation of blood cholesterol study. , 2001, American journal of epidemiology.

[42]  C. Bouchard,et al.  Physical Activity and Health , 2006 .

[43]  R. Heidel,et al.  Reducing the Health Consequences of Smoking: 25 Years of Progress. A Report of the Surgeon General. , 1989 .

[44]  K. Flegal,et al.  Prevalence and trends in obesity among US adults, 1999-2000. , 2002, JAMA.

[45]  Gil Harari,et al.  Changes in dietary intake account for seasonal changes in cardiovascular disease risk factors , 1999, European Journal of Clinical Nutrition.

[46]  A. Well,et al.  Seasonal Variation of Depression and Other Moods: A Longitudinal Approach , 2000, Journal of biological rhythms.

[47]  B E Ainsworth,et al.  Compendium of physical activities: an update of activity codes and MET intensities. , 2000, Medicine and science in sports and exercise.

[48]  A F Subar,et al.  Improving food frequency questionnaires: a qualitative approach using cognitive interviewing. , 1995, Journal of the American Dietetic Association.

[49]  Patty Freedson,et al.  Seasonal variation in serum cholesterol levels: treatment implications and possible mechanisms. , 2004, Archives of internal medicine.