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Published in: BMC Public Health 1/2018

Open Access 01-12-2018 | Research article

Why are some groups physically active and others not? A contrast group analysis in leisure settings

Authors: Ansgar Thiel, Hendrik K. Thedinga, Harald Barkhoff, Katrin Giel, Olesia Schweizer, Syra Thiel, Stephan Zipfel

Published in: BMC Public Health | Issue 1/2018

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Abstract

Background

This field study aims to investigate the determinants of physical activity of particularly active and inactive groups in their leisure environments. In order to consider the context in which physical activity occurs and to investigate whether cultural settings may influence physical activity, we conducted the study at pools in different cultural environments - Hawai’i and Germany.

Methods

This study presents the quantitative data of a systematic (covert) participant observation. We recorded the physical activity of face-to-face interacting groups and analysed categories such as group size, estimated age of the group members, and verbal communication patterns. Total observation period was eight and a half months. In total, we observed 907 groups with the groups’ size varying between 2 and 8 members. For the general statistics, we accessed the significance of differences regarding the degree of physical activity dependent on the target variables. To better understand activity promoting and hindering mechanisms, special attention is given to the identification of contrasting factors that characterise groups which are very active or very inactive. For this, we conducted a classification tree analysis.

Results

General statistical analysis shows that, overall, the most differentiating factor regarding physical activity was the body shape of the group members. While obese groups had the lowest average activity level, groups mainly consisting of people with an athletic body shape were the most physically active. Yet, classification tree analysis reveals that obesity itself does not necessarily determine physical inactivity levels. The identification of six contrasting clusters highlights that besides the body shape several factors interact regarding a group’s physical level. Such interacting factors were for example the degree of communication within the group, the gender- and age-related composition of the group, but also the equipment that had been brought to the beach/pool. Obese people were particularly inactive when they were members of frequently communicating, age-heterogeneous groups.

Conclusions

Our study shows that several social factors determine the physical activity of very active and very inactive groups. In order to promote physical activity, future health initiatives should target these factors of a person’s network.
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Literature
1.
go back to reference Kohl HW, Craig CL, Lambert EV, Inoue S, Alkandari JR, Leetongin G, Kahlmeier S. The pandemic of physical inactivity: global action for public health. Lancet. 2012;380(9838):294–305.CrossRefPubMed Kohl HW, Craig CL, Lambert EV, Inoue S, Alkandari JR, Leetongin G, Kahlmeier S. The pandemic of physical inactivity: global action for public health. Lancet. 2012;380(9838):294–305.CrossRefPubMed
2.
go back to reference Yach D, Hawkes C, Gould C, Hofman KJ. The global burden of chronic diseases: overcoming impediments to prevention and control. JAMA. 2004;291(21):2616–22.CrossRefPubMed Yach D, Hawkes C, Gould C, Hofman KJ. The global burden of chronic diseases: overcoming impediments to prevention and control. JAMA. 2004;291(21):2616–22.CrossRefPubMed
3.
go back to reference Bauman AE, Reis RS, Sallis JF, Wells JC, Loos RJF, Martin BW. Correlates of physical activity: why are some people physically active and others not? Lancet. 2012;380(9838):258–71.CrossRefPubMed Bauman AE, Reis RS, Sallis JF, Wells JC, Loos RJF, Martin BW. Correlates of physical activity: why are some people physically active and others not? Lancet. 2012;380(9838):258–71.CrossRefPubMed
4.
go back to reference Beenackers MA, Kamphuis CB, Giskes K, Brug J, Kunst AE, Burdorf A, van Lenthe FJ. Socioeconomic inequalities in occupational, leisure-time, and transport related physical activity among European adults: a systematic review. Int J Behav Nutr Phys Act. 2012;9(1):1–23.CrossRef Beenackers MA, Kamphuis CB, Giskes K, Brug J, Kunst AE, Burdorf A, van Lenthe FJ. Socioeconomic inequalities in occupational, leisure-time, and transport related physical activity among European adults: a systematic review. Int J Behav Nutr Phys Act. 2012;9(1):1–23.CrossRef
5.
go back to reference Hoebel J, Finger JD, Kuntz B, Lampert T. Sozioökonomische Unterschiede in der körperlich-sportlichen Aktivität von Erwerbstätigen im mittleren Lebensalter. Bundesgesundheitsblatt-Gesundheitsforschung-Gesundheitsschutz. 2016;59(2):188–96.CrossRefPubMed Hoebel J, Finger JD, Kuntz B, Lampert T. Sozioökonomische Unterschiede in der körperlich-sportlichen Aktivität von Erwerbstätigen im mittleren Lebensalter. Bundesgesundheitsblatt-Gesundheitsforschung-Gesundheitsschutz. 2016;59(2):188–96.CrossRefPubMed
6.
go back to reference Kirk MA, Rhodes RE. Occupation correlates of Adults’ participation in leisure-time physical activity: a systematic review. Am J Prev Med. 2011;40(4):476–85.CrossRefPubMed Kirk MA, Rhodes RE. Occupation correlates of Adults’ participation in leisure-time physical activity: a systematic review. Am J Prev Med. 2011;40(4):476–85.CrossRefPubMed
7.
go back to reference Ball K, Carver A, Downing K, Jackson M, O'Rourke K. Addressing the social determinants of inequities in physical activity and sedentary behaviours. Health Promot Int. 2015;30(suppl 2):ii8–ii19.CrossRef Ball K, Carver A, Downing K, Jackson M, O'Rourke K. Addressing the social determinants of inequities in physical activity and sedentary behaviours. Health Promot Int. 2015;30(suppl 2):ii8–ii19.CrossRef
8.
go back to reference Lambert T, Richter M, Schneider S, Spallek J, Dragano N. Soziale Ungleichheit und Gesundheit: stand und Perspektiven der sozialepidemiologischen Forschung in Deutschland. Bundesgesundheitsblatt-Gesundheitsforschung-Gesundheitsschutz. 2016;59(2):153–65.CrossRef Lambert T, Richter M, Schneider S, Spallek J, Dragano N. Soziale Ungleichheit und Gesundheit: stand und Perspektiven der sozialepidemiologischen Forschung in Deutschland. Bundesgesundheitsblatt-Gesundheitsforschung-Gesundheitsschutz. 2016;59(2):153–65.CrossRef
9.
go back to reference Ball K, Cleland VJ, Timperio AF, Salmon J, Giles-Corti B, Crawford DA. Love thy neighbour? Associations of social capital and crime with physical activity amongst women. Soc Sci Med. 2010;71(4):807–14.CrossRefPubMed Ball K, Cleland VJ, Timperio AF, Salmon J, Giles-Corti B, Crawford DA. Love thy neighbour? Associations of social capital and crime with physical activity amongst women. Soc Sci Med. 2010;71(4):807–14.CrossRefPubMed
10.
go back to reference McNeill LH, Kreuter MW, Subramanian SV. Social environment and physical activity: a review of concepts and evidence. Soc Sci Med. 2006;63(4):1011–22.CrossRefPubMed McNeill LH, Kreuter MW, Subramanian SV. Social environment and physical activity: a review of concepts and evidence. Soc Sci Med. 2006;63(4):1011–22.CrossRefPubMed
11.
go back to reference Yu G, Renton A, Schmidt E, Tobi P, Bertotti M, Watts P, Lais S. A multilevel analysis of the association between social networks and support on leisure time physical activity: evidence from 40 disadvantaged areas in London. Health & Place. 2011;17(5):1023–9.CrossRef Yu G, Renton A, Schmidt E, Tobi P, Bertotti M, Watts P, Lais S. A multilevel analysis of the association between social networks and support on leisure time physical activity: evidence from 40 disadvantaged areas in London. Health & Place. 2011;17(5):1023–9.CrossRef
12.
go back to reference Carlson JA, Sallis JF, Conway TL, Saelens BE, Frank LD, Kerr J, Cain KL, King AC. Interactions between psychosocial and built environment factors in explaining older adults’ physical activity. Prev Med. 2012;54(1):68–73.CrossRefPubMed Carlson JA, Sallis JF, Conway TL, Saelens BE, Frank LD, Kerr J, Cain KL, King AC. Interactions between psychosocial and built environment factors in explaining older adults’ physical activity. Prev Med. 2012;54(1):68–73.CrossRefPubMed
13.
go back to reference De la Haye K, Robins G, Mohr P, Wilson C. Obesity-related behaviors in adolescent friendship networks. Soc Networks. 2010;32(3):161–7.CrossRef De la Haye K, Robins G, Mohr P, Wilson C. Obesity-related behaviors in adolescent friendship networks. Soc Networks. 2010;32(3):161–7.CrossRef
14.
go back to reference Carrell SE, Hoekstra M, West JE. Is poor fitness contagious?: evidence from randomly assigned friends. J Public Econ. 2011;95(7–8):657–63.CrossRef Carrell SE, Hoekstra M, West JE. Is poor fitness contagious?: evidence from randomly assigned friends. J Public Econ. 2011;95(7–8):657–63.CrossRef
15.
go back to reference Christakis NA, Fowler JH. Social contagion theory: examining dynamic social networks and human behavior. Stat Med. 2013;32(4):556–77.CrossRefPubMed Christakis NA, Fowler JH. Social contagion theory: examining dynamic social networks and human behavior. Stat Med. 2013;32(4):556–77.CrossRefPubMed
16.
go back to reference Scarapicchia TM, Sabiston CM, Andersen RE, Bengoechea EG. The motivational effects of social contagion on exercise participation in young female adults. J Sport Exerc Psychol. 2013;35(6):563–75.CrossRef Scarapicchia TM, Sabiston CM, Andersen RE, Bengoechea EG. The motivational effects of social contagion on exercise participation in young female adults. J Sport Exerc Psychol. 2013;35(6):563–75.CrossRef
17.
go back to reference Duncan HH, Travis SS, McAuley WJ. An emergent theoretical model for interventions encouraging physical activity (mall walking) among older adults. J Appl Gerontol. 1995;14(1):64–77.CrossRef Duncan HH, Travis SS, McAuley WJ. An emergent theoretical model for interventions encouraging physical activity (mall walking) among older adults. J Appl Gerontol. 1995;14(1):64–77.CrossRef
18.
go back to reference Tajfel H, Turner JC. The social identity theory of intergroup behavior. In: Worchel S, Austin WG, editors. Psychology of intergroup relations. Chicaco: Nelson-Hall; 1986. p. 7–24. Tajfel H, Turner JC. The social identity theory of intergroup behavior. In: Worchel S, Austin WG, editors. Psychology of intergroup relations. Chicaco: Nelson-Hall; 1986. p. 7–24.
19.
go back to reference Turner JC. Towards a cognitive redefinition of the social group. In: Tajfel H, editor. Social identity and intergroup relations. Cambridge: Cambridge University Press; 2010. p. 15–40. Turner JC. Towards a cognitive redefinition of the social group. In: Tajfel H, editor. Social identity and intergroup relations. Cambridge: Cambridge University Press; 2010. p. 15–40.
20.
go back to reference Brace-Govan J. Looking at bodywork women and three physical activities. J Sport Soc Issue. 2002;26(4):403–20.CrossRef Brace-Govan J. Looking at bodywork women and three physical activities. J Sport Soc Issue. 2002;26(4):403–20.CrossRef
21.
go back to reference McKenzie TL, van der Mars H. Top 10 research questions related to assessing physical activity and its contexts using systematic observation. Res Q Exerc Sport. 2015;86(1):13–29.CrossRefPubMed McKenzie TL, van der Mars H. Top 10 research questions related to assessing physical activity and its contexts using systematic observation. Res Q Exerc Sport. 2015;86(1):13–29.CrossRefPubMed
22.
go back to reference Stice E. Sociocultural influences on body image and eating disturbance. In: Brownell KD, Fairburn CG, editors. Eating disorders and obesity: a comprehensive handbook. 2nd ed. New York: Guilford; 2002. p. 103–7. Stice E. Sociocultural influences on body image and eating disturbance. In: Brownell KD, Fairburn CG, editors. Eating disorders and obesity: a comprehensive handbook. 2nd ed. New York: Guilford; 2002. p. 103–7.
23.
go back to reference Slobal J. Social influences on body weight. In: Eating disorders and obesity: a comprehensive handbook. Edn. Edited by Fairburn CG, Brownell KD. New York: Guilford; 1995. p. 73–77. Slobal J. Social influences on body weight. In: Eating disorders and obesity: a comprehensive handbook. Edn. Edited by Fairburn CG, Brownell KD. New York: Guilford; 1995. p. 73–77.
24.
go back to reference Craig P. Obesity and culture. In: Kopelman PG, Caterson ID, Dietz WH, editors. Clinical Obesity in Adults and Children. 3rd ed. Massachusetts: Blackwell Publishing; 2010. p. 41–57. Craig P. Obesity and culture. In: Kopelman PG, Caterson ID, Dietz WH, editors. Clinical Obesity in Adults and Children. 3rd ed. Massachusetts: Blackwell Publishing; 2010. p. 41–57.
25.
go back to reference Blumer H. Symbolic interactionism: perspective and method. New York: Prentice-Hall; 1969. Blumer H. Symbolic interactionism: perspective and method. New York: Prentice-Hall; 1969.
26.
go back to reference Goffman E. The presentation of self in everyday life. Harmondsworth: Penguin; 1990. Goffman E. The presentation of self in everyday life. Harmondsworth: Penguin; 1990.
27.
go back to reference Hilbert A: Soziale und psychosoziale Auswirkungen der Adipositas: Gewichtsbezogene Stigmatisierung und Diskriminierung [social and psychosocial consequences of obesity: weight based stigmatization and discrimination]. In: Handbuch Essstörungen und Adipositas. edn. Edited by Herpertz S, Zwaan M, Zipfel S. Springer: Berlin, Heidelberg; 2008. p. 88–291. Hilbert A: Soziale und psychosoziale Auswirkungen der Adipositas: Gewichtsbezogene Stigmatisierung und Diskriminierung [social and psychosocial consequences of obesity: weight based stigmatization and discrimination]. In: Handbuch Essstörungen und Adipositas. edn. Edited by Herpertz S, Zwaan M, Zipfel S. Springer: Berlin, Heidelberg; 2008. p. 88–291.
28.
go back to reference Hilbert A, Rief W, Braehler E. Stigmatizing attitudes toward obesity in a representative population-based sample. Obesity. 2008;16(7):1529–34.CrossRefPubMed Hilbert A, Rief W, Braehler E. Stigmatizing attitudes toward obesity in a representative population-based sample. Obesity. 2008;16(7):1529–34.CrossRefPubMed
29.
go back to reference Okihiro M. Childhood obesity in Hawai‘i: the role of the healthcare provider. Hawaii Med J. 2011;70(7 suppl 1):53–4.PubMedPubMedCentral Okihiro M. Childhood obesity in Hawai‘i: the role of the healthcare provider. Hawaii Med J. 2011;70(7 suppl 1):53–4.PubMedPubMedCentral
30.
go back to reference Thiel A, Thedinga HK, Thomas SL, Barkhoff H, Giel KE, Schweizer O, Thiel S, Zipfel S. Have adults lost their sense of play? An observational study of the social dynamics of physical (in) activity in German and Hawaiian leisure settings. BMC Public Health. 2016;16(1):1–14.CrossRef Thiel A, Thedinga HK, Thomas SL, Barkhoff H, Giel KE, Schweizer O, Thiel S, Zipfel S. Have adults lost their sense of play? An observational study of the social dynamics of physical (in) activity in German and Hawaiian leisure settings. BMC Public Health. 2016;16(1):1–14.CrossRef
31.
go back to reference Sedlmeier P, Renkewitz F. Research Methods and Statistics in Psychology. [Forschungsmethoden und Statistik in der Psychologie]., vol. 2., revised and extended edition: Munich, Pearson Studium München, Germany; 2013. Sedlmeier P, Renkewitz F. Research Methods and Statistics in Psychology. [Forschungsmethoden und Statistik in der Psychologie]., vol. 2., revised and extended edition: Munich, Pearson Studium München, Germany; 2013.
32.
go back to reference Evertson CM, Anderson CW, Anderson LM, Brophy JE. Relationships between classroom behaviors and student outcomes in junior high mathematics and English classes. Am Educ Res J. 1980;17(1):43–60.CrossRef Evertson CM, Anderson CW, Anderson LM, Brophy JE. Relationships between classroom behaviors and student outcomes in junior high mathematics and English classes. Am Educ Res J. 1980;17(1):43–60.CrossRef
34.
go back to reference Alkhasawneh MS, Ngah UK, Tay LT, Mat Isa NA, Al-Batah MS. Modeling and testing landslide hazard using decision tree. J Appl Math. 2014;2014:9.CrossRef Alkhasawneh MS, Ngah UK, Tay LT, Mat Isa NA, Al-Batah MS. Modeling and testing landslide hazard using decision tree. J Appl Math. 2014;2014:9.CrossRef
35.
go back to reference Chen JA, Shih CC, Lin PF, Chen JJ, Lin KC. Collaborative evaluation and management of students’ health-related physical fitness: applications of cluster analysis and the classification tree. Int J Adolesc Med Health. 2012;24(2):153–9.CrossRefPubMed Chen JA, Shih CC, Lin PF, Chen JJ, Lin KC. Collaborative evaluation and management of students’ health-related physical fitness: applications of cluster analysis and the classification tree. Int J Adolesc Med Health. 2012;24(2):153–9.CrossRefPubMed
36.
go back to reference Lemon S, Roy J, Clark M, Friedmann P, Rakowski W. Classification and regression tree analysis in public health: methodological review and comparison with logistic regression. Ann Behav Med. 2003;26(3):172–81.CrossRefPubMed Lemon S, Roy J, Clark M, Friedmann P, Rakowski W. Classification and regression tree analysis in public health: methodological review and comparison with logistic regression. Ann Behav Med. 2003;26(3):172–81.CrossRefPubMed
37.
go back to reference Camp N, Slattery M. Classification tree analysis: a statistical tool to investigate risk factor interactions with an example for colon cancer (United States). Cancer Causes Control. 2002;13(9):813–23.CrossRefPubMed Camp N, Slattery M. Classification tree analysis: a statistical tool to investigate risk factor interactions with an example for colon cancer (United States). Cancer Causes Control. 2002;13(9):813–23.CrossRefPubMed
38.
go back to reference Fowler JH, Christakis NA. Estimating peer effects on health in social networks : a response to Cohen-Cole and Fletcher; Trogdon, Nonnemaker, Pais. J Health Econ. 2008;27(5):1400–5.CrossRefPubMedPubMedCentral Fowler JH, Christakis NA. Estimating peer effects on health in social networks : a response to Cohen-Cole and Fletcher; Trogdon, Nonnemaker, Pais. J Health Econ. 2008;27(5):1400–5.CrossRefPubMedPubMedCentral
39.
go back to reference Christakis NA, Fowler JH. The spread of obesity in a large social network over 32 years. N Engl J Med. 2007;357(4):370–9.CrossRefPubMed Christakis NA, Fowler JH. The spread of obesity in a large social network over 32 years. N Engl J Med. 2007;357(4):370–9.CrossRefPubMed
40.
go back to reference Datar A, Nicosia N. Association of exposure to communities with higher ratios of obesity with increased body mass index and risk of overweight and obesity among parents and children. JAMA Pediatr. 2018;172(3):239–46.CrossRefPubMed Datar A, Nicosia N. Association of exposure to communities with higher ratios of obesity with increased body mass index and risk of overweight and obesity among parents and children. JAMA Pediatr. 2018;172(3):239–46.CrossRefPubMed
41.
go back to reference Kilpatrick M, Hebert E, Bartholomew J. College Students’ motivation for physical activity: differentiating Men’s and Women’s motives for sport participation and exercise. J Am Coll Heal. 2005;54(2):87–94.CrossRef Kilpatrick M, Hebert E, Bartholomew J. College Students’ motivation for physical activity: differentiating Men’s and Women’s motives for sport participation and exercise. J Am Coll Heal. 2005;54(2):87–94.CrossRef
42.
go back to reference Smith KP, Christakis NA. Social networks and health. Annu Rev Sociol. 2008;34:405–29.CrossRef Smith KP, Christakis NA. Social networks and health. Annu Rev Sociol. 2008;34:405–29.CrossRef
43.
go back to reference Wilkinson RG, Marmot MG. Social determinants of health: the solid facts. 2nd edn. Copenhagen: World terminants of health: the solid facts. 2nd edn. Copenhagen: World Health Organization; 2003. Wilkinson RG, Marmot MG. Social determinants of health: the solid facts. 2nd edn. Copenhagen: World terminants of health: the solid facts. 2nd edn. Copenhagen: World Health Organization; 2003.
45.
go back to reference Puhl RM, Brownell KD. Confronting and coping with weight stigma: an investigation of overweight and obese adults. Obesity. 2006;14(10):1802–15.CrossRefPubMed Puhl RM, Brownell KD. Confronting and coping with weight stigma: an investigation of overweight and obese adults. Obesity. 2006;14(10):1802–15.CrossRefPubMed
46.
go back to reference Hilbert A, Braehler E, Haeuser W, Zenger M. Weight bias internalization, core self-evaluation, and health in overweight and obese persons. Obesity. 2014;22(1):79–85.CrossRefPubMed Hilbert A, Braehler E, Haeuser W, Zenger M. Weight bias internalization, core self-evaluation, and health in overweight and obese persons. Obesity. 2014;22(1):79–85.CrossRefPubMed
47.
go back to reference Sikorski C, Luppa M, Kaiser M, Glaesmer H, Schomerus G, Konig H-H, Riedel-Heller S. The stigma of obesity in the general public and its implications for public health - a systematic review. BMC Public Health. 2011;11(1):661.CrossRefPubMedPubMedCentral Sikorski C, Luppa M, Kaiser M, Glaesmer H, Schomerus G, Konig H-H, Riedel-Heller S. The stigma of obesity in the general public and its implications for public health - a systematic review. BMC Public Health. 2011;11(1):661.CrossRefPubMedPubMedCentral
Metadata
Title
Why are some groups physically active and others not? A contrast group analysis in leisure settings
Authors
Ansgar Thiel
Hendrik K. Thedinga
Harald Barkhoff
Katrin Giel
Olesia Schweizer
Syra Thiel
Stephan Zipfel
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2018
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-018-5283-2

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