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Published in: BMC Public Health 1/2013

Open Access 01-12-2013 | Research article

Peer clustering of exercise and eating behaviours among young adults in Sweden: a cross-sectional study of egocentric network data

Authors: Kieron J Barclay, Christofer Edling, Jens Rydgren

Published in: BMC Public Health | Issue 1/2013

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Abstract

Background

Research suggests that the growing prevalence of obesity may be related to the influence of the health behaviours of peers. We look at clustering of exercise and eating behaviours amongst a previously unstudied group, young adults in Sweden. Previous research has mainly been conducted in the United States and Britain, countries that have relatively high rates of obesity.

Methods

Using ego-alter dyads from the egocentric network data as the unit of analysis, we conduct logistic regressions to investigate the association between ego and alter exercise and eating behaviours.

Results

Respondents have a significantly greater probability of engaging in regular exercise and eating healthily if a nominated peer also does so. Furthermore, the degree to which this behavior is shared is modulated by the strength of the relationship between the two individuals, with a greater probability of engaging in these behaviours observed when the relationship with the nominated peer is strong relative to when the relationship is weak. However, we find that ego-alter homogeneity in terms of gender and migration status was not associated with a significantly greater probability of behaving in a similar manner to a nominated peer. Furthermore, the status of the nominated peer as a relative or not did not impact the probability that the ego would engage in similar health behaviours to that alter.

Conclusions

We observe strong associations between ego and alter health behaviours for young adults, consistent with previous research. Although we cannot draw causal inferences, these results suggest that the health behaviours of an individual’s peers may play a role in shaping their own health behaviours.
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Literature
1.
go back to reference James PT, Leach R, Kalamara E, Shayeghi M: The worldwide obesity epidemic. Obes Res. 2001, 9: 228-233. 10.1038/oby.2001.123.CrossRef James PT, Leach R, Kalamara E, Shayeghi M: The worldwide obesity epidemic. Obes Res. 2001, 9: 228-233. 10.1038/oby.2001.123.CrossRef
2.
go back to reference Werner B, Bodin L: Obesity in Swedish schoolchildren is increasing in both prevalence and severity. J Adolesc Health. 2007, 41: 536-543. 10.1016/j.jadohealth.2007.07.004.CrossRefPubMed Werner B, Bodin L: Obesity in Swedish schoolchildren is increasing in both prevalence and severity. J Adolesc Health. 2007, 41: 536-543. 10.1016/j.jadohealth.2007.07.004.CrossRefPubMed
3.
go back to reference Hill JO, Peters JC: Environmental contributions to the obesity epidemic. Science. 1998, 280: 1371-1374. 10.1126/science.280.5368.1371.CrossRefPubMed Hill JO, Peters JC: Environmental contributions to the obesity epidemic. Science. 1998, 280: 1371-1374. 10.1126/science.280.5368.1371.CrossRefPubMed
4.
go back to reference Hill JO, Wyatt HR, Reed GW, Peters JC: Obesity and the environment: Where do we go from here?. Science. 2003, 299: 853-855. 10.1126/science.1079857.CrossRefPubMed Hill JO, Wyatt HR, Reed GW, Peters JC: Obesity and the environment: Where do we go from here?. Science. 2003, 299: 853-855. 10.1126/science.1079857.CrossRefPubMed
5.
go back to reference Janssen I, Katzmarzyk PT, Boyce WF, Vereecken C, Mulvihill C, Roberts C, Currie C, Pickett W, Nemeth A, Ojala K, Ravens-Sieberer U, Todd J, Woynarowska B: Comparison of overweight and obesity prevalence in school-aged youth from 34 countries and their relationships with physical activity and dietary patterns. Obes Rev. 2005, 6: 123-132. 10.1111/j.1467-789X.2005.00176.x.CrossRefPubMed Janssen I, Katzmarzyk PT, Boyce WF, Vereecken C, Mulvihill C, Roberts C, Currie C, Pickett W, Nemeth A, Ojala K, Ravens-Sieberer U, Todd J, Woynarowska B: Comparison of overweight and obesity prevalence in school-aged youth from 34 countries and their relationships with physical activity and dietary patterns. Obes Rev. 2005, 6: 123-132. 10.1111/j.1467-789X.2005.00176.x.CrossRefPubMed
6.
go back to reference Flegal KM, Carroll MD, Kuczmarski R, Johnson CL: Overweight and obesity in the United States: prevalence and trends, 1960–1994. Int J Obes. 1998, 22: 39-47. 10.1038/sj.ijo.0800541.CrossRef Flegal KM, Carroll MD, Kuczmarski R, Johnson CL: Overweight and obesity in the United States: prevalence and trends, 1960–1994. Int J Obes. 1998, 22: 39-47. 10.1038/sj.ijo.0800541.CrossRef
7.
go back to reference Rennie KL, Jebb SA: Prevalence of obesity in Great Britain. Obes Rev. 2005, 6: 11-12. 10.1111/j.1467-789X.2005.00164.x.CrossRefPubMed Rennie KL, Jebb SA: Prevalence of obesity in Great Britain. Obes Rev. 2005, 6: 11-12. 10.1111/j.1467-789X.2005.00164.x.CrossRefPubMed
9.
go back to reference Smith KP, Christakis NA: Social networks and health. Annu Rev Sociol. 2008, 34: 405-429. 10.1146/annurev.soc.34.040507.134601.CrossRef Smith KP, Christakis NA: Social networks and health. Annu Rev Sociol. 2008, 34: 405-429. 10.1146/annurev.soc.34.040507.134601.CrossRef
10.
go back to reference Christakis NA, Fowler JH: The collective dynamics of smoking in a large social network. New England J Med. 2008, 358 (21): 2249-2258. 10.1056/NEJMsa0706154.CrossRef Christakis NA, Fowler JH: The collective dynamics of smoking in a large social network. New England J Med. 2008, 358 (21): 2249-2258. 10.1056/NEJMsa0706154.CrossRef
11.
go back to reference Trogdon JG, Nonnemaker J, Pais J: Peer effects in adolescent overweight. J Health Econ. 2008, 27: 1388-1399. 10.1016/j.jhealeco.2008.05.003.CrossRefPubMed Trogdon JG, Nonnemaker J, Pais J: Peer effects in adolescent overweight. J Health Econ. 2008, 27: 1388-1399. 10.1016/j.jhealeco.2008.05.003.CrossRefPubMed
12.
go back to reference Ali M, Amialchuk A, Gao S, Heiland F: Adolescent weight gain and social networks: Is there a contagion effect?. Appl Econ. 2012, 44: 2969-2983. 10.1080/00036846.2011.568408.CrossRef Ali M, Amialchuk A, Gao S, Heiland F: Adolescent weight gain and social networks: Is there a contagion effect?. Appl Econ. 2012, 44: 2969-2983. 10.1080/00036846.2011.568408.CrossRef
13.
go back to reference McPherson M, Smith-Lovin L, Cook JM: Birds of a feather: homophily in social networks. Annu Rev Sociol. 2001, 27: 415-444. 10.1146/annurev.soc.27.1.415.CrossRef McPherson M, Smith-Lovin L, Cook JM: Birds of a feather: homophily in social networks. Annu Rev Sociol. 2001, 27: 415-444. 10.1146/annurev.soc.27.1.415.CrossRef
14.
go back to reference Block JP, Christakis NA, O’Malley J, Subramanian SV: Proximity to food establishments and body mass index in the Framingham heart study offspring cohort over 30 years. Am J Public Health. 2011, 174 (10): 1108-1114. Block JP, Christakis NA, O’Malley J, Subramanian SV: Proximity to food establishments and body mass index in the Framingham heart study offspring cohort over 30 years. Am J Public Health. 2011, 174 (10): 1108-1114.
15.
go back to reference Christakis NA, Fowler JH: The spread of obesity in a large social network over 32 years. New England J Med. 2007, 357 (4): 370-379. 10.1056/NEJMsa066082.CrossRef Christakis NA, Fowler JH: The spread of obesity in a large social network over 32 years. New England J Med. 2007, 357 (4): 370-379. 10.1056/NEJMsa066082.CrossRef
16.
go back to reference de la Haye K, Robins G, Mohr P, Wilson C: Homophily and contagion as explanations for weight similarities among adolescent friends. J Adolesc Health. 2011, 49: 421-427. 10.1016/j.jadohealth.2011.02.008.CrossRefPubMed de la Haye K, Robins G, Mohr P, Wilson C: Homophily and contagion as explanations for weight similarities among adolescent friends. J Adolesc Health. 2011, 49: 421-427. 10.1016/j.jadohealth.2011.02.008.CrossRefPubMed
17.
go back to reference Salganik MJ, Dodds PS, Watts DJ: Experimental study of inequality and unpredictability in an artificial cultural market. Science. 2006, 311 (5762): 854-856. 10.1126/science.1121066.CrossRefPubMed Salganik MJ, Dodds PS, Watts DJ: Experimental study of inequality and unpredictability in an artificial cultural market. Science. 2006, 311 (5762): 854-856. 10.1126/science.1121066.CrossRefPubMed
18.
go back to reference Centola D: The spread of behavior in an online social network experiment. Science. 2010, 329: 1194-1197. 10.1126/science.1185231.CrossRefPubMed Centola D: The spread of behavior in an online social network experiment. Science. 2010, 329: 1194-1197. 10.1126/science.1185231.CrossRefPubMed
19.
go back to reference Centola D: An experimental study of homophily in the adoption of health behavior. Science. 2011, 334: 1269-1272. 10.1126/science.1207055.CrossRefPubMed Centola D: An experimental study of homophily in the adoption of health behavior. Science. 2011, 334: 1269-1272. 10.1126/science.1207055.CrossRefPubMed
20.
go back to reference Pearl J: Causality: Models, Reasoning, and Inference, 2nd edition. 2009, Cambridge: Cambridge University PressCrossRef Pearl J: Causality: Models, Reasoning, and Inference, 2nd edition. 2009, Cambridge: Cambridge University PressCrossRef
22.
go back to reference Shalizi CR, Thomas AC: Homophily and contagion are generically confounded in observational social network studies. Sociol Methods Res. 2011, 40 (2): 211-239. 10.1177/0049124111404820.CrossRefPubMedPubMedCentral Shalizi CR, Thomas AC: Homophily and contagion are generically confounded in observational social network studies. Sociol Methods Res. 2011, 40 (2): 211-239. 10.1177/0049124111404820.CrossRefPubMedPubMedCentral
23.
go back to reference Duncan TE, McAuley E: Social support and efficacy cognitions in exercise adherence: a latent growth curve analysis. J Behav Med. 1993, 16: 199-218. 10.1007/BF00844893.CrossRefPubMed Duncan TE, McAuley E: Social support and efficacy cognitions in exercise adherence: a latent growth curve analysis. J Behav Med. 1993, 16: 199-218. 10.1007/BF00844893.CrossRefPubMed
24.
go back to reference Oka RK, King AC, Young DR: Sources of social support as predictors of exercise adherence in women and men ages 50 to 65 years. Womens Health. 1995, 1 (2): 161-175.PubMed Oka RK, King AC, Young DR: Sources of social support as predictors of exercise adherence in women and men ages 50 to 65 years. Womens Health. 1995, 1 (2): 161-175.PubMed
25.
go back to reference Giles-Corti B, Donovan RJ: The relative influence of individual,social and physical environment determinants of physical activity. Soc Sci Med. 2002, 54: 1793-1812. 10.1016/S0277-9536(01)00150-2.CrossRefPubMed Giles-Corti B, Donovan RJ: The relative influence of individual,social and physical environment determinants of physical activity. Soc Sci Med. 2002, 54: 1793-1812. 10.1016/S0277-9536(01)00150-2.CrossRefPubMed
26.
go back to reference de la Haye K, Robins G, Mohr P, Wilson C: Obesity-related behaviors in adolescent friendship networks. Soc Netw. 2010, 32: 161-167. 10.1016/j.socnet.2009.09.001.CrossRef de la Haye K, Robins G, Mohr P, Wilson C: Obesity-related behaviors in adolescent friendship networks. Soc Netw. 2010, 32: 161-167. 10.1016/j.socnet.2009.09.001.CrossRef
27.
go back to reference Ali MM, Amialchuk A, Heiland FW: Weight-related behavior among adolescents: The role of peer effects. PLoS ONE. 2011, 6 (6): 10.1371/journal.pone.0021179.t004. Ali MM, Amialchuk A, Heiland FW: Weight-related behavior among adolescents: The role of peer effects. PLoS ONE. 2011, 6 (6): 10.1371/journal.pone.0021179.t004.
28.
go back to reference de la Haye K, Robins G, Mohr P, Wilson C: How physical activity shapes, and is shaped by, adolescent friendships. Soc Sci Med. 2011, 73: 719-728. 10.1016/j.socscimed.2011.06.023.CrossRefPubMed de la Haye K, Robins G, Mohr P, Wilson C: How physical activity shapes, and is shaped by, adolescent friendships. Soc Sci Med. 2011, 73: 719-728. 10.1016/j.socscimed.2011.06.023.CrossRefPubMed
29.
go back to reference Snijders TAB, Steglich CEG, Schweinberger M: Modeling the coevolution of networks and behavior. Longitudinal Models in the Behavioral and Related Sciences. Edited by: van Montfort K, Oud H, Satorra A. Mahwah. 2007, Lawrence Erlbaum, 47-71. Snijders TAB, Steglich CEG, Schweinberger M: Modeling the coevolution of networks and behavior. Longitudinal Models in the Behavioral and Related Sciences. Edited by: van Montfort K, Oud H, Satorra A. Mahwah. 2007, Lawrence Erlbaum, 47-71.
30.
go back to reference Stice E: Risk and maintenance factors for eating pathology: a meta-analytic review. Psychol Bull. 2002, 128 (5): 825-848.CrossRefPubMed Stice E: Risk and maintenance factors for eating pathology: a meta-analytic review. Psychol Bull. 2002, 128 (5): 825-848.CrossRefPubMed
31.
go back to reference Story M, Neumark-Sztainer D, French S: Individual and environmental influences on adolescent eating behaviors. J Am Dietetic Assoc. 2002, 102 (3): S40-S51. 10.1016/S0002-8223(02)90421-9.CrossRef Story M, Neumark-Sztainer D, French S: Individual and environmental influences on adolescent eating behaviors. J Am Dietetic Assoc. 2002, 102 (3): S40-S51. 10.1016/S0002-8223(02)90421-9.CrossRef
32.
go back to reference Pachucki MA, Jacques PF, Christakis NA: Social network concordance in food choices among spouses, friends, and siblings. Am J Public Health. 2011, 101 (11): 2170-2177. 10.2105/AJPH.2011.300282.CrossRefPubMedPubMedCentral Pachucki MA, Jacques PF, Christakis NA: Social network concordance in food choices among spouses, friends, and siblings. Am J Public Health. 2011, 101 (11): 2170-2177. 10.2105/AJPH.2011.300282.CrossRefPubMedPubMedCentral
33.
go back to reference Aral S, Walker D: Identifying influential and susceptible members of social networks. Science. 2012, 337: 337-341. 10.1126/science.1215842.CrossRefPubMed Aral S, Walker D: Identifying influential and susceptible members of social networks. Science. 2012, 337: 337-341. 10.1126/science.1215842.CrossRefPubMed
34.
go back to reference Cohen J: Sources of peer group homogeneity. Sociol Educ. 1977, 50: 227-241. 10.2307/2112497.CrossRef Cohen J: Sources of peer group homogeneity. Sociol Educ. 1977, 50: 227-241. 10.2307/2112497.CrossRef
35.
go back to reference Kandel DB: Homophily, selection and socialization in adolescent friendships. Am J Sociol. 1978, 84: 427-436. 10.1086/226792.CrossRef Kandel DB: Homophily, selection and socialization in adolescent friendships. Am J Sociol. 1978, 84: 427-436. 10.1086/226792.CrossRef
36.
go back to reference Christakis NA, Fowler JH: Social contagion theory: examining dynamic social networks and human behavior. Stat Med. 2012, 32: 556-577.CrossRefPubMed Christakis NA, Fowler JH: Social contagion theory: examining dynamic social networks and human behavior. Stat Med. 2012, 32: 556-577.CrossRefPubMed
37.
go back to reference Rosenquist JN, Murabito J, Fowler JH, Christakis NA: The spread of alcohol consumption behavior in a large social network. Ann Intern Med. 2010, 152: 426-433. 10.7326/0003-4819-152-7-201004060-00007.CrossRefPubMedPubMedCentral Rosenquist JN, Murabito J, Fowler JH, Christakis NA: The spread of alcohol consumption behavior in a large social network. Ann Intern Med. 2010, 152: 426-433. 10.7326/0003-4819-152-7-201004060-00007.CrossRefPubMedPubMedCentral
38.
go back to reference Umberson D, Crosnoe R, Reczek C: Social relationships and health behavior across the life course. Annu Rev Sociol. 2010, 36: 139-157. 10.1146/annurev-soc-070308-120011.CrossRefPubMedPubMedCentral Umberson D, Crosnoe R, Reczek C: Social relationships and health behavior across the life course. Annu Rev Sociol. 2010, 36: 139-157. 10.1146/annurev-soc-070308-120011.CrossRefPubMedPubMedCentral
39.
go back to reference Boström G: Habits of life and public health. Scand J Public Health. 2001, 29: 133-166.CrossRef Boström G: Habits of life and public health. Scand J Public Health. 2001, 29: 133-166.CrossRef
40.
go back to reference Primo DM, Jacobsmeier ML, Milyo J: The practical researcher: estimating the impact of state policies and institutions with mixed-level data. State Polit Policy Q. 2007, 7 (4): 446-459. 10.1177/153244000700700405.CrossRef Primo DM, Jacobsmeier ML, Milyo J: The practical researcher: estimating the impact of state policies and institutions with mixed-level data. State Polit Policy Q. 2007, 7 (4): 446-459. 10.1177/153244000700700405.CrossRef
41.
42.
go back to reference Renna F, Grafova IB, Thakur N: The effect of friends on adolescent body weight. Econ Human Biol. 2008, 6: 377-387. 10.1016/j.ehb.2008.06.005.CrossRef Renna F, Grafova IB, Thakur N: The effect of friends on adolescent body weight. Econ Human Biol. 2008, 6: 377-387. 10.1016/j.ehb.2008.06.005.CrossRef
43.
go back to reference Salvy SJ, de la Haye K, Bowker JC, Hermans RCJ: Influence of peers and friends on children’s and adolescent’s eating and activity behaviors. Physiol Behav. 2012, 106: 369-378. 10.1016/j.physbeh.2012.03.022.CrossRefPubMedPubMedCentral Salvy SJ, de la Haye K, Bowker JC, Hermans RCJ: Influence of peers and friends on children’s and adolescent’s eating and activity behaviors. Physiol Behav. 2012, 106: 369-378. 10.1016/j.physbeh.2012.03.022.CrossRefPubMedPubMedCentral
44.
go back to reference van der Leij MJ: Experimenting with buddies. Science. 2011, 334: 1220-1221. 10.1126/science.1214836.CrossRefPubMed van der Leij MJ: Experimenting with buddies. Science. 2011, 334: 1220-1221. 10.1126/science.1214836.CrossRefPubMed
Metadata
Title
Peer clustering of exercise and eating behaviours among young adults in Sweden: a cross-sectional study of egocentric network data
Authors
Kieron J Barclay
Christofer Edling
Jens Rydgren
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2013
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-13-784

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