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Published in: BMC Public Health 1/2021

Open Access 01-12-2021 | Public Health | Research article

Body image perception, smoking, alcohol use, indoor tanning, and disordered eating in young and middle-aged adults: findings from a large population-based Swedish study

Authors: Mattias Strand, Peeter Fredlund, Cecilia Boldemann, Anton Lager

Published in: BMC Public Health | Issue 1/2021

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Abstract

Background

Body image concerns may give rise to a multitude of risk behaviors, such as unhealthy weight control practices, disordered eating behaviors (e.g., compensatory purging or preoccupation with food), smoking, excessive alcohol intake, or sunbed use. However, the distribution of these risk behaviors across adulthood has rarely been studied.

Methods

The aim of this study was to explore health risk behaviors as correlates of body image perception in a randomly selected study population of 30,245 individuals aged 30–66 in Stockholm, Sweden, utilizing data from the Stockholm Public Health Cohort. Bivariate correlations were explored and a hierarchic binary logistic regression analysis was performed.

Results

The prevalence of body image discrepancy was higher among smokers and respondents displaying disordered eating behaviors. In contrast, alcohol and sunbed use were inversely correlated to body image discrepancy. Body mass index was the substantially strongest explanatory factor behind the observed variance in body image discrepancy, followed by loss-of-control eating. Notably, no major gender differences in body image perception were detected. Some unexpected patterns of association between variables other than body image perception, such as those between smoking, alcohol use, and sunbed use, were seen.

Conclusions

Overall, the patterns differ substantially from what has previously been found in adolescent and young adult samples, indicating that the synergy and aggregation of risk behaviors observed among younger individuals may not apply to adults aged 30–66.
Literature
1.
2.
go back to reference Tatangelo G, McCabe M, Mellor D, Mealey A. A systematic review of body dissatisfaction and sociocultural messages related to the body among preschool children. Body Image. 2016;18:86–95.PubMedCrossRef Tatangelo G, McCabe M, Mellor D, Mealey A. A systematic review of body dissatisfaction and sociocultural messages related to the body among preschool children. Body Image. 2016;18:86–95.PubMedCrossRef
3.
go back to reference McCabe MP, Ricciardelli LA. Sociocultural influences on body image and body changes among adolescent boys and girls. J Soc Psychol. 2003;143(1):5–26.PubMedCrossRef McCabe MP, Ricciardelli LA. Sociocultural influences on body image and body changes among adolescent boys and girls. J Soc Psychol. 2003;143(1):5–26.PubMedCrossRef
4.
go back to reference McCabe MP, Ricciardelli LA. Body image dissatisfaction among males across the lifespan: a review of past literature. J Psychosom Res. 2004;56:675–85.PubMedCrossRef McCabe MP, Ricciardelli LA. Body image dissatisfaction among males across the lifespan: a review of past literature. J Psychosom Res. 2004;56:675–85.PubMedCrossRef
5.
go back to reference Karazsia BT, Murnen SK, Tylka TL. Is body dissatisfaction changing across time? A cross-temporal meta-analysis. Psychol Bull. 2017;143:293–320.PubMedCrossRef Karazsia BT, Murnen SK, Tylka TL. Is body dissatisfaction changing across time? A cross-temporal meta-analysis. Psychol Bull. 2017;143:293–320.PubMedCrossRef
6.
go back to reference Rodin J. Cultural and psychosocial determinants of weight concerns. Ann Intern Med. 1993;119:643–5.PubMedCrossRef Rodin J. Cultural and psychosocial determinants of weight concerns. Ann Intern Med. 1993;119:643–5.PubMedCrossRef
7.
go back to reference Nasser M, Katzman MA, Gordon RA, editors. Eating disorders and cultures in transition. Hove: Brunner-Routledge; 2001. Nasser M, Katzman MA, Gordon RA, editors. Eating disorders and cultures in transition. Hove: Brunner-Routledge; 2001.
8.
go back to reference Fiske L, Fallon EA, Blissmer B, Redding CA. Prevalence of body dissatisfaction among United States adults: review and recommendations for future research. Eat Behav. 2014;15(3):357–65.PubMedCrossRef Fiske L, Fallon EA, Blissmer B, Redding CA. Prevalence of body dissatisfaction among United States adults: review and recommendations for future research. Eat Behav. 2014;15(3):357–65.PubMedCrossRef
9.
go back to reference Kling J, Kwakkenbos L, Diedrichs PC, Rumsey N, Frisén A, Brandão MP, et al. Systematic review of body image measures. Body Image. 2019;30:170–211.PubMedCrossRef Kling J, Kwakkenbos L, Diedrichs PC, Rumsey N, Frisén A, Brandão MP, et al. Systematic review of body image measures. Body Image. 2019;30:170–211.PubMedCrossRef
10.
go back to reference Heckman CJ, Manning M. The relationship between indoor tanning and body mass index, physical activity, or dietary practices: a systematic review. J Behav Med. 2019;42(2):188–203.PubMedCrossRef Heckman CJ, Manning M. The relationship between indoor tanning and body mass index, physical activity, or dietary practices: a systematic review. J Behav Med. 2019;42(2):188–203.PubMedCrossRef
11.
go back to reference O’Riordan DL, Field AE, Geller AC, Brooks DR, Aweh G, Colditz GA, et al. Frequent tanning bed use, weight concerns, and other health risk behaviors in adolescent females (United States). Cancer Causes Control. 2006;17(5):679–86.PubMedCrossRef O’Riordan DL, Field AE, Geller AC, Brooks DR, Aweh G, Colditz GA, et al. Frequent tanning bed use, weight concerns, and other health risk behaviors in adolescent females (United States). Cancer Causes Control. 2006;17(5):679–86.PubMedCrossRef
12.
go back to reference Howe LJ, Trela-Larsen L, Taylor M, Heron J, Munafò MR, Taylor AE. Body mass index, body dissatisfaction and adolescent smoking initiation. Drug Alcohol Depend. 2017;178:143–9.PubMedPubMedCentralCrossRef Howe LJ, Trela-Larsen L, Taylor M, Heron J, Munafò MR, Taylor AE. Body mass index, body dissatisfaction and adolescent smoking initiation. Drug Alcohol Depend. 2017;178:143–9.PubMedPubMedCentralCrossRef
13.
go back to reference Holman DM, Watson M. Correlates of intentional tanning among adolescents in the United States: a systematic review of the literature. J Adolesc Health. 2013;52(5):S52–9.PubMedPubMedCentralCrossRef Holman DM, Watson M. Correlates of intentional tanning among adolescents in the United States: a systematic review of the literature. J Adolesc Health. 2013;52(5):S52–9.PubMedPubMedCentralCrossRef
14.
go back to reference Cafri G, Thompson JK, Jacobsen PB, Hillhouse J. Investigating the role of appearance-based factors in predicting sunbathing and tanning salon use. J Behav Med. 2009;32:532–44.CrossRef Cafri G, Thompson JK, Jacobsen PB, Hillhouse J. Investigating the role of appearance-based factors in predicting sunbathing and tanning salon use. J Behav Med. 2009;32:532–44.CrossRef
15.
go back to reference Blashill AJ. Psychosocial correlates of frequent indoor tanning among adolescent boys. Body Image. 2013;10(2):259–62.PubMedCrossRef Blashill AJ. Psychosocial correlates of frequent indoor tanning among adolescent boys. Body Image. 2013;10(2):259–62.PubMedCrossRef
16.
go back to reference Meyer MKH, Køster B, Juul L, Tolstrup JS, Bendtsen P, Dalum P, et al. Sunbed use among 64,000 Danish students and the associations with demographic factors, health-related behaviours, and appearance-related factors. Prev Med. 2017;100:17–24.PubMedCrossRef Meyer MKH, Køster B, Juul L, Tolstrup JS, Bendtsen P, Dalum P, et al. Sunbed use among 64,000 Danish students and the associations with demographic factors, health-related behaviours, and appearance-related factors. Prev Med. 2017;100:17–24.PubMedCrossRef
17.
go back to reference Boldeman C, Jansson B, Nilsson B, Ullén H. Sunbed use in Swedish urban adolescents related to behavioral characteristics. Prev Med. 1997;26(1):114–9.PubMedCrossRef Boldeman C, Jansson B, Nilsson B, Ullén H. Sunbed use in Swedish urban adolescents related to behavioral characteristics. Prev Med. 1997;26(1):114–9.PubMedCrossRef
18.
go back to reference Guy GP Jr, Berkowitz Z, Tai E, Holman DM, Everett Jones S, Richardson LC. Indoor tanning among high school students in the United States, 2009 and 2011. JAMA Dermatology. 2014;150(5):501–11.PubMedPubMedCentralCrossRef Guy GP Jr, Berkowitz Z, Tai E, Holman DM, Everett Jones S, Richardson LC. Indoor tanning among high school students in the United States, 2009 and 2011. JAMA Dermatology. 2014;150(5):501–11.PubMedPubMedCentralCrossRef
19.
go back to reference Miyamoto J, Berkowitz Z, Jones SE, Saraiya M. Indoor tanning device use among male high school students in the United States. J Adolesc Health. 2012;50:308–10.PubMedCrossRef Miyamoto J, Berkowitz Z, Jones SE, Saraiya M. Indoor tanning device use among male high school students in the United States. J Adolesc Health. 2012;50:308–10.PubMedCrossRef
20.
go back to reference Boldeman C, Jansson B, Dal H, Ullén H. Sunbed use among Swedish adolescents in the 1990s: a decline with an unchanged relationship to health risk behaviors. Scand J Public Health. 2003;31(3):233–7.PubMedCrossRef Boldeman C, Jansson B, Dal H, Ullén H. Sunbed use among Swedish adolescents in the 1990s: a decline with an unchanged relationship to health risk behaviors. Scand J Public Health. 2003;31(3):233–7.PubMedCrossRef
21.
25.
go back to reference Public Health Agency of Sweden. Environmental Health Report 2017. Stockholm: Public Health Agency of Sweden; 2017. Public Health Agency of Sweden. Environmental Health Report 2017. Stockholm: Public Health Agency of Sweden; 2017.
26.
go back to reference Bränström R. Sun habits in Sweden 2007. Stockholm: Swedish Radiation Safety Authority; 2007. Bränström R. Sun habits in Sweden 2007. Stockholm: Swedish Radiation Safety Authority; 2007.
27.
go back to reference Höiom V. Report from the SSM scientific board on ultraviolet radiation 2017. Stockholm: Swedish Radiation Safety Authority; 2018. Höiom V. Report from the SSM scientific board on ultraviolet radiation 2017. Stockholm: Swedish Radiation Safety Authority; 2018.
28.
30.
go back to reference Warthan MM, Uchida T, Wagner RF Jr. UV light tanning as a type of substance-related disorder. Arch Dermatol. 2005;141(8):963–6.PubMedCrossRef Warthan MM, Uchida T, Wagner RF Jr. UV light tanning as a type of substance-related disorder. Arch Dermatol. 2005;141(8):963–6.PubMedCrossRef
31.
go back to reference Fitzsimmons-Craft EE, Bardone-Cone AM, Bulik CM, Wonderlich SA, Crosby RD, Engel SG. Examining an elaborated sociocultural model of disordered eating among college women: the roles of social comparison and body surveillance. Body Image. 2014;11(4):488–500.PubMedPubMedCentralCrossRef Fitzsimmons-Craft EE, Bardone-Cone AM, Bulik CM, Wonderlich SA, Crosby RD, Engel SG. Examining an elaborated sociocultural model of disordered eating among college women: the roles of social comparison and body surveillance. Body Image. 2014;11(4):488–500.PubMedPubMedCentralCrossRef
32.
go back to reference Hilbert A, Pike KM, Goldschmidt AB, Wilfley DE, Fairburn CG, Dohm F-A, et al. Risk factors across the eating disorders. Psychiatry Res. 2014;220(1–2):500–6.PubMedPubMedCentralCrossRef Hilbert A, Pike KM, Goldschmidt AB, Wilfley DE, Fairburn CG, Dohm F-A, et al. Risk factors across the eating disorders. Psychiatry Res. 2014;220(1–2):500–6.PubMedPubMedCentralCrossRef
33.
go back to reference Svensson AC, Fredlund P, Laflamme L, Hallqvist J, Alfredsson L, Ekbom A, et al. Cohort profile: the Stockholm public health cohort. Int J Epidemiol. 2013;42(5):1263–72.PubMedCrossRef Svensson AC, Fredlund P, Laflamme L, Hallqvist J, Alfredsson L, Ekbom A, et al. Cohort profile: the Stockholm public health cohort. Int J Epidemiol. 2013;42(5):1263–72.PubMedCrossRef
34.
go back to reference Thompson JK, Altabe MN. Psychometric qualities of the figure rating scale. Int J Eat Disord. 1991;10(5):615–9.CrossRef Thompson JK, Altabe MN. Psychometric qualities of the figure rating scale. Int J Eat Disord. 1991;10(5):615–9.CrossRef
35.
go back to reference Allebeck P, Andreasson S, Wåhlin S, Ramstedt M, Gripenberg J, Damström-Thakker K, et al. Alcohol consumption and risk levels: Evidence base and suggested recommendations. Stockholm: Centre for Epidemiology and Community Medicine; 2018. Allebeck P, Andreasson S, Wåhlin S, Ramstedt M, Gripenberg J, Damström-Thakker K, et al. Alcohol consumption and risk levels: Evidence base and suggested recommendations. Stockholm: Centre for Epidemiology and Community Medicine; 2018.
36.
go back to reference Hill LS, Reid F, Morgan JF, Lacey JH. SCOFF, the development of an eating disorder screening questionnaire. Int J Eat Disord. 2010;43(4):344–51.PubMed Hill LS, Reid F, Morgan JF, Lacey JH. SCOFF, the development of an eating disorder screening questionnaire. Int J Eat Disord. 2010;43(4):344–51.PubMed
39.
go back to reference Abdullah A, Peeters A, de Courten M, Stoelwinder J. The magnitude of association between overweight and obesity and the risk of diabetes: a meta-analysis of prospective cohort studies. Diabetes Res Clin Pract. 2010;89(3):309–19.PubMedCrossRef Abdullah A, Peeters A, de Courten M, Stoelwinder J. The magnitude of association between overweight and obesity and the risk of diabetes: a meta-analysis of prospective cohort studies. Diabetes Res Clin Pract. 2010;89(3):309–19.PubMedCrossRef
40.
go back to reference Kivimäki M, Kuosma E, Ferrie JE, Luukkonen R, Nyberg ST, Alfredsson L, et al. Overweight, obesity, and risk of cardiometabolic multimorbidity: pooled analysis of individual-level data for 120 813 adults from 16 cohort studies from the USA and Europe. Lancet Public Health. 2017;2(6):277–85.CrossRef Kivimäki M, Kuosma E, Ferrie JE, Luukkonen R, Nyberg ST, Alfredsson L, et al. Overweight, obesity, and risk of cardiometabolic multimorbidity: pooled analysis of individual-level data for 120 813 adults from 16 cohort studies from the USA and Europe. Lancet Public Health. 2017;2(6):277–85.CrossRef
41.
go back to reference Lauby-Secretan B, Scoccianti C, Loomis D, Grosse Y, Bianchini F, Straif K. Body fatness and Cancer — viewpoint of the IARC working group. N Engl J Med. 2016;375(8):794–8.PubMedPubMedCentralCrossRef Lauby-Secretan B, Scoccianti C, Loomis D, Grosse Y, Bianchini F, Straif K. Body fatness and Cancer — viewpoint of the IARC working group. N Engl J Med. 2016;375(8):794–8.PubMedPubMedCentralCrossRef
42.
go back to reference Pope HGJ, Phillips KA, Olivardia R. The Adonis Complex: how to identify, treat, and prevent body obsession in men and boys. Touchstone: New York; 2002. Pope HGJ, Phillips KA, Olivardia R. The Adonis Complex: how to identify, treat, and prevent body obsession in men and boys. Touchstone: New York; 2002.
44.
go back to reference Fairburn C. Cognitive behavior therapy and eating disorders. New York: Guilford Press; 2008. Fairburn C. Cognitive behavior therapy and eating disorders. New York: Guilford Press; 2008.
45.
go back to reference Copeland AL, Spears CA, Baillie LE, McVay MA. Fear of fatness and drive for thinness in predicting smoking status in college women. Addict Behav. 2016;54:1–6.PubMedCrossRef Copeland AL, Spears CA, Baillie LE, McVay MA. Fear of fatness and drive for thinness in predicting smoking status in college women. Addict Behav. 2016;54:1–6.PubMedCrossRef
46.
go back to reference Roosen KM, Mills JS. Exploring the motives and mental health correlates of intentional food restriction prior to alcohol use in university students. J Health Psychol. 2015;20(6):875–86.PubMedCrossRef Roosen KM, Mills JS. Exploring the motives and mental health correlates of intentional food restriction prior to alcohol use in university students. J Health Psychol. 2015;20(6):875–86.PubMedCrossRef
48.
go back to reference Fouladi F, Mitchell JE, Crosby RD, Engel SG, Crow S, Hill L, et al. Prevalence of alcohol and other substance use in patients with eating disorders. Eur Eat Disord Rev. 2015;23(6):531–6.PubMedCrossRef Fouladi F, Mitchell JE, Crosby RD, Engel SG, Crow S, Hill L, et al. Prevalence of alcohol and other substance use in patients with eating disorders. Eur Eat Disord Rev. 2015;23(6):531–6.PubMedCrossRef
49.
go back to reference Levin RL, Rawana JS. Attention-deficit/hyperactivity disorder and eating disorders across the lifespan: a systematic review of the literature. Clin Psychol Rev. 2016;50:22–36.PubMedCrossRef Levin RL, Rawana JS. Attention-deficit/hyperactivity disorder and eating disorders across the lifespan: a systematic review of the literature. Clin Psychol Rev. 2016;50:22–36.PubMedCrossRef
50.
go back to reference Demko CA, Borawski EA, Debanne SM, Cooper KD, Stange KC. Use of indoor tanning facilities by white adolescents in the United States. Arch Pediatr Adolesc Med. 2003;157(9):854–60.PubMedCrossRef Demko CA, Borawski EA, Debanne SM, Cooper KD, Stange KC. Use of indoor tanning facilities by white adolescents in the United States. Arch Pediatr Adolesc Med. 2003;157(9):854–60.PubMedCrossRef
51.
go back to reference Yoo J-J, Kim H-Y. Adolescents’ body-tanning behaviours: influences of gender, body mass index, sociocultural attitudes towards appearance and body satisfaction. Int J Consum Stud. 2012;36(3):360–6.CrossRef Yoo J-J, Kim H-Y. Adolescents’ body-tanning behaviours: influences of gender, body mass index, sociocultural attitudes towards appearance and body satisfaction. Int J Consum Stud. 2012;36(3):360–6.CrossRef
52.
53.
go back to reference Venturo-Conerly KE, Wasil AR, Dreier MJ, Lipson SM, Shingleton RM, Weisz JR. Why I recovered: a qualitative investigation of factors promoting motivation for eating disorder recovery. Int J Eat Dis. 2020;53(8):1244–51.CrossRef Venturo-Conerly KE, Wasil AR, Dreier MJ, Lipson SM, Shingleton RM, Weisz JR. Why I recovered: a qualitative investigation of factors promoting motivation for eating disorder recovery. Int J Eat Dis. 2020;53(8):1244–51.CrossRef
54.
go back to reference Hay PJ, Cho K. A qualitative exploration of influences on the process of recovery from personal written accounts of people with anorexia nervosa. Women Health. 2013;53:730–40.PubMedCrossRef Hay PJ, Cho K. A qualitative exploration of influences on the process of recovery from personal written accounts of people with anorexia nervosa. Women Health. 2013;53:730–40.PubMedCrossRef
55.
go back to reference Bulik CM. Midlife eating disorders: your journey to recovery. Walker & Company: New York; 2013. Bulik CM. Midlife eating disorders: your journey to recovery. Walker & Company: New York; 2013.
56.
go back to reference Ludvigsson JF, Almqvist C, Bonamy A-KE, Ljung R, Michaëlsson K, Neovius M, et al. Registers of the Swedish total population and their use in medical research. Eur J Epidemiol. 2016;31(2):125–36.PubMedCrossRef Ludvigsson JF, Almqvist C, Bonamy A-KE, Ljung R, Michaëlsson K, Neovius M, et al. Registers of the Swedish total population and their use in medical research. Eur J Epidemiol. 2016;31(2):125–36.PubMedCrossRef
57.
go back to reference El-Gabalawy R, Mackenzie CS, Thibodeau MA, Asmundson GJG, Sareen J. Health anxiety disorders in older adults: conceptualizing complex conditions in late life. Clin Psychol Rev. 2013;33(8):1096–105.PubMedCrossRef El-Gabalawy R, Mackenzie CS, Thibodeau MA, Asmundson GJG, Sareen J. Health anxiety disorders in older adults: conceptualizing complex conditions in late life. Clin Psychol Rev. 2013;33(8):1096–105.PubMedCrossRef
Metadata
Title
Body image perception, smoking, alcohol use, indoor tanning, and disordered eating in young and middle-aged adults: findings from a large population-based Swedish study
Authors
Mattias Strand
Peeter Fredlund
Cecilia Boldemann
Anton Lager
Publication date
01-12-2021
Publisher
BioMed Central
Keyword
Public Health
Published in
BMC Public Health / Issue 1/2021
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-021-10158-4

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