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Erschienen in: European Journal of Epidemiology 8/2012

01.08.2012 | BODY MASS INDEX

Intelligence level in late adolescence is inversely associated with BMI change during 22 years of follow-up: results from the WICTORY study

verfasst von: Andreas Rosenblad, Göran Nilsson, Jerzy Leppert

Erschienen in: European Journal of Epidemiology | Ausgabe 8/2012

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Abstract

The objective of this population-based retrospective cohort study was to examine the association between intelligence (IQ) at late adolescence and changes in body mass index (BMI) during 22 years of follow-up until 40 years of age, taking education level into account. Data from 5,286 males born 1950–1959 who had participated in the Westmannia Cardiovascular Risk Factors Study at 40 years of age and attended the Swedish military conscription examination between the ages of 17 and 22 were used. From a mean age of 18 years until follow-up at 40 years of age, BMI increased with a mean (95 % confidence interval (CI)) of 4.36 (4.28–4.43) kg/m2, equalling 0.20 kg/m2 per year. The difference in BMI change between IQ levels was strongly statistically significant (P < 0.001), with a strictly inverse relationship between IQ and BMI change. The lowest IQ level (<74) had a mean (95 % CI) BMI increase of 5.19 (4.63–5.74) kg/m2, equalling 0.24 kg/m2 per year, compared with 3.73 (3.40–4.07) kg/m2, equalling 0.17 kg/m2 per year, for the highest IQ level (>126). Education level also had a strictly inverse relationship with BMI change. After adjusting for confounding variables, including education level, IQ still had a strictly inverse relationship to BMI change, with all IQ levels < 111 having a significantly larger BMI change than IQ > 126 (P < 0.01 for all levels). Education level at 40 years of age but not at 18 years of age had a significant association with BMI change after adjusting for IQ.
Literatur
1.
Zurück zum Zitat Whitlock G, Lewington S, Sherliker P, Clarke R, Emberson J, Halsey J, et al. Body-mass index and cause-specific mortality in 900 000 adults: collaborative analyses of 57 prospective studies. Lancet. 2009;373(9669):1083–96.PubMedCrossRef Whitlock G, Lewington S, Sherliker P, Clarke R, Emberson J, Halsey J, et al. Body-mass index and cause-specific mortality in 900 000 adults: collaborative analyses of 57 prospective studies. Lancet. 2009;373(9669):1083–96.PubMedCrossRef
2.
Zurück zum Zitat Berrington de Gonzalez A, Hartge P, Cerhan JR, Flint AJ, Hannan L, MacInnis RJ, et al. Body-mass index and mortality among 1.46 million white adults. N Engl J Med. 2010;363(23):2211–9.PubMedCrossRef Berrington de Gonzalez A, Hartge P, Cerhan JR, Flint AJ, Hannan L, MacInnis RJ, et al. Body-mass index and mortality among 1.46 million white adults. N Engl J Med. 2010;363(23):2211–9.PubMedCrossRef
3.
Zurück zum Zitat Keith SW, Redden DT, Katzmarzyk PT, Boggiano MM, Hanlon EC, Benca RM, et al. Putative contributors to the secular increase in obesity: exploring the roads less traveled. Int J Obes (Lond). 2006;30(11):1585–94.CrossRef Keith SW, Redden DT, Katzmarzyk PT, Boggiano MM, Hanlon EC, Benca RM, et al. Putative contributors to the secular increase in obesity: exploring the roads less traveled. Int J Obes (Lond). 2006;30(11):1585–94.CrossRef
4.
Zurück zum Zitat McAllister EJ, Dhurandhar NV, Keith SW, Aronne LJ, Barger J, Baskin M, et al. Ten putative contributors to the obesity epidemic. Crit Rev Food Sci Nutr. 2009;49(10):868–913.PubMedCrossRef McAllister EJ, Dhurandhar NV, Keith SW, Aronne LJ, Barger J, Baskin M, et al. Ten putative contributors to the obesity epidemic. Crit Rev Food Sci Nutr. 2009;49(10):868–913.PubMedCrossRef
5.
Zurück zum Zitat Yu ZB, Han SP, Cao XG, Guo XR. Intelligence in relation to obesity: a systematic review and meta-analysis. Obes Rev. 2010;11(9):656–70.PubMedCrossRef Yu ZB, Han SP, Cao XG, Guo XR. Intelligence in relation to obesity: a systematic review and meta-analysis. Obes Rev. 2010;11(9):656–70.PubMedCrossRef
6.
Zurück zum Zitat Swinburn BA, Sacks G, Hall KD, McPherson K, Finegood DT, Moodie ML, et al. The global obesity pandemic: shaped by global drivers and local environments. Lancet. 2011;378(9793):804–14.PubMedCrossRef Swinburn BA, Sacks G, Hall KD, McPherson K, Finegood DT, Moodie ML, et al. The global obesity pandemic: shaped by global drivers and local environments. Lancet. 2011;378(9793):804–14.PubMedCrossRef
7.
Zurück zum Zitat Halkjaer J, Holst C, Sorensen TI. Intelligence test score and educational level in relation to BMI changes and obesity. Obes Res. 2003;11(10):1238–45.PubMedCrossRef Halkjaer J, Holst C, Sorensen TI. Intelligence test score and educational level in relation to BMI changes and obesity. Obes Res. 2003;11(10):1238–45.PubMedCrossRef
8.
Zurück zum Zitat Chandola T, Deary IJ, Blane D, Batty GD. Childhood IQ in relation to obesity and weight gain in adult life: the National child development (1958) study. Int J Obes (Lond). 2006;30(9):1422–32.CrossRef Chandola T, Deary IJ, Blane D, Batty GD. Childhood IQ in relation to obesity and weight gain in adult life: the National child development (1958) study. Int J Obes (Lond). 2006;30(9):1422–32.CrossRef
9.
Zurück zum Zitat Ludvigsson JF, Otterblad-Olausson P, Pettersson BU, Ekbom A. The Swedish personal identity number: possibilities and pitfalls in healthcare and medical research. Eur J Epidemiol. 2009;24(11):659–67.PubMedCrossRef Ludvigsson JF, Otterblad-Olausson P, Pettersson BU, Ekbom A. The Swedish personal identity number: possibilities and pitfalls in healthcare and medical research. Eur J Epidemiol. 2009;24(11):659–67.PubMedCrossRef
10.
Zurück zum Zitat David AS, Malmberg A, Brandt L, Allebeck P, Lewis G. IQ and risk for schizophrenia: a population-based cohort study. Psychol Med. 1997;27(6):1311–23.PubMedCrossRef David AS, Malmberg A, Brandt L, Allebeck P, Lewis G. IQ and risk for schizophrenia: a population-based cohort study. Psychol Med. 1997;27(6):1311–23.PubMedCrossRef
11.
Zurück zum Zitat Sweden Statistics. Swedish standard classification of education. Stockholm: Statistics Sweden; 1969. Sweden Statistics. Swedish standard classification of education. Stockholm: Statistics Sweden; 1969.
12.
Zurück zum Zitat Gorber SC, Tremblay M, Moher D, Gorber B. A comparison of direct vs. self-report measures for assessing height, weight and body mass index: a systematic review. Obes Rev. 2007;8(4):307–26.PubMedCrossRef Gorber SC, Tremblay M, Moher D, Gorber B. A comparison of direct vs. self-report measures for assessing height, weight and body mass index: a systematic review. Obes Rev. 2007;8(4):307–26.PubMedCrossRef
13.
Zurück zum Zitat Batty GD, Wennerstad KM, Smith GD, Gunnell D, Deary IJ, Tynelius P, et al. IQ in early adulthood and mortality by middle age: cohort study of 1 million Swedish men. Epidemiology. 2009;20(1):100–9.PubMedCrossRef Batty GD, Wennerstad KM, Smith GD, Gunnell D, Deary IJ, Tynelius P, et al. IQ in early adulthood and mortality by middle age: cohort study of 1 million Swedish men. Epidemiology. 2009;20(1):100–9.PubMedCrossRef
Metadaten
Titel
Intelligence level in late adolescence is inversely associated with BMI change during 22 years of follow-up: results from the WICTORY study
verfasst von
Andreas Rosenblad
Göran Nilsson
Jerzy Leppert
Publikationsdatum
01.08.2012
Verlag
Springer Netherlands
Erschienen in
European Journal of Epidemiology / Ausgabe 8/2012
Print ISSN: 0393-2990
Elektronische ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-012-9713-7

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