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Evolution Model of Adolescent Friendship Networks and BMI

Published: 07 October 2015 Publication History

Abstract

The objective is constructing a longitudinal network model of adolescent friendship networks and BMI. The participants were from 3 classes. There were 49 boys in class I, 47 girls in class II, and 15 boys and 31 girls in class III. Panel data was collected during 2 semesters from Sep. 2008 to Jul. 2009. Sociometric data were collected 7 times by having each student nominate up to 16 intimate classmates. BMI was calculated from self-reported height and weight. The program SIENA was applied to estimate the models. The result showed that the evolution of friendship networks was different between the same-gender and mixed-gender classes and BMI had effect on the evolution of friendship networks. Implication is discussed.

References

[1]
Christakis, N. A., and Fowler, J. H. 2007. The Spread of obesity in a large social network over 32 Years. N. Engl. J. Med. 357, 370--379. DOI=http://www.nejm.org/doi/full/10.1056/NEJMsa066082.
[2]
Cohen-Cole, E., and Fletcher, J. M. 2008. Is obesity contagious? Social networks vs. environmental factors in the obesity epidemic. J. Health Econ. 27, 1382--1387. DOI=10.1016/j.jhealeco.2008.04.005.
[3]
Loh, C.-P. A., and Li, Q. 2013. Peer effects in adolescent bodyweight: Evidence from rural China. Soc. Sci. Med. 86, 35--44. DOI= 10.1016/j.socscimed.2013.02.042.
[4]
Ebbeling, C. B., Pawlak, D. B., and Lugwig, D. S. 2002. Childhood obesity: Public health crisis, common sense cure. Lancet 360, 473--482. http://www.allhealth.org/briefingmaterials/lancetobesityrev-393.pdf.
[5]
Yakusheva, O., Kapinos, K., and Weiss, M. 2011. Peer effects and the freshman 15: evidence from a natural experiment. Econ. Hum. Biol. 9, 119--132. DOI=10.1016/j.ehb.2010.12.002.
[6]
Nie, P., Sousa-Poza, A., and He, X. 2015. Peer effects on childhood and adolescent obesity in China. China Econ. Rev. DOI= 10.1016/j.chieco.2015.06.002.
[7]
Gondoli, D. M., Corning, A. F., Salafia, E. H. B., Bucchianeri, M. M., and Fitzsimmons, E. E. 2011. Heterosocial involvement, peer pressure for thinness, and body dissatisfaction among young adolescent girls. Body Image 8, 143--148. DOI= 10.1016/j.bodyim.2010.12.005.Epub 2011 Feb 26.
[8]
Bramoulle, Y., Djebbari, H., and Fortin, B. 2009. Identification of peer effects through social networks. J. Econometrics 150, 41--55. DOI=10.1016/j.jeconom.2008.12.021.
[9]
Ennett, S. T., and Bauman, K. E. 1996. Adolescent social networks: School, demographic, and longitudinal considerations. J. Adolescent Res. 11, 194--215. DOI=10.1177/0743554896112003.
[10]
McPherson, J. M., Smith-Lovin, L., and Cook, J. M. 2001. Birds of a feather: Homophily in social networks. Annu. Rev. Sociol. 27, 415--444. DOI= 10.1146/annurev.soc.27.1.415.
[11]
Friedkin, N. 2001. Norm formation in social influence networks. Soc. Networks 23, 167--189. DOI= 10.1016/S0378-8733(01)00036-3.
[12]
Oetting, E. R., and Donnermeyer, J. F. 1998. Primary socialization theory: the etiology of drug use and deviance. Subst. Use Misuse 33, 995--1026. DOI=www.ncbi.nlm.nih.gov/ /9548633.
[13]
Cramer, D. 1998. Close Relationships: The Study of Love and Friendship, London: Arnold.
[14]
Duck, S. W. 1991. Friends for Life: The Psychology of Personal Relationships, New York: Harvester.
[15]
van Duijn, M. A. J., Zeggelink, E. P. H., Huisman, M., Stokman, F. N., and Wasseur, F. W. 2003. Evolution of sociology freshmen into a friendship network. J. Math. Sociol. 27, 153--191. DOI= 10.1080/00222500305889.
[16]
Snijders, T. A. B. 1996. Stochastic actor-oriented models for network change. J. Math. Sociol. 21, 149--172. DOI=https://www.stats.ox.ac.uk/~snijders/siena/SAOM.pdf.
[17]
Snijders, T. A. B. 2001. The statistical evaluation of social network dynamics. In: Sobel, M. E., Becker, M. P. (eds.) Sociological Methodology. Basil Blackwell, Boston.
[18]
Snijders, T. A. B., Steglich, C., and Schweinberger, M. 2007. Modeling the coevolution of networks and behavior. In: van Montfort, K., Oud, J., Satorra, A. (eds.) Longitudinal Models in the Behavioral and Related Sciences. Lawrence Erlbaum Associates, New Jersey.
[19]
Veenstra, R., and Steglich, C. 2012. Actor-based model for network and behavior dynamics: A tool to examine selection and influence processes. Chapter 34 (pp. 598--618) in B. Laursen, T. D. Little, and N. A. Card (Eds.), Handbook of Developmental Research Methods. New York: Guilford Press.
[20]
Snijders, T. A. B., Steglich, C., Schweinberger, M., and Huisman, M. 2007. Manual for SIENA version 3. University of Groningen: ICS. Oxford: University of Oxford, Department of Statistics, http://stat.gamma.rug.nl/stocnet.
[21]
Eder, D., and Hallinan, M. T. 1978. Sex differences in children's friendships. Am. Sociol. Rev. 43, 237--250. DOI=http://www.jstor.org/stable/2094701.
[22]
Billy, J. O. G., and Udry, J. R. 1985. Patterns of adolescent friendship and effects on sexual behavior. Soc. Psychol. Quart. 48, 27--41. DOI=http://www.jstor.org/stable/3033779.
[23]
Phillipsen, L. C. 1999. Associations between age, gender, and group acceptance and three components of friendship quality. J. Early Adolescence 19, 438--464. DOI=10.1177/0272431699019004002.
[24]
Tuma, N. B., and Hallinan, M. T. 1979. The effects of sex, race, and achievement on schoolchildren's friendships. Soc. Forces 57, 1265--1285. DOI= 10.2307/2577270.
[25]
Poulin, F., and Chan, A. 2010. Friendship stability and change in childhood and adolescence. Dev. Rev. 30, 257--272. DOI= 10.1016/j.dr.2009.01.001.
[26]
Zeggelink, E. 1995. Evolving friendship networks: an individual-oriented approach implementing similarity. Soc. Networks 17, 83--110. DOI= 10.1016/0378-8733(94)00246-7.
[27]
Mehta, C. M., and Strough, J. 2009. Sex segregation in friendships and normative across the life span. Dev. Rev. 29, 201--220. DOI= 10.1016/j.dr.2009.06.001.
[28]
Sippola, L. K. 1999. Getting to know the "Other": the characteristics and developmental significance of other-sex relationships in adolescence. J. Youth Adolescence 28, 407--418. DOI=10.1023/A:1021660823003.
[29]
Bukowski, W., Sippola, L., and Hoza, B. 1999. Same and other: interdependency between participation in same- and other-sex friendships. J. Youth Adolescence 28, 439--459. DOI= 10.1023/A:1021664923911.
[30]
Lundy, B., Field, T., McBride, C., Field, T., and Largie, S. 1998. Same-sex and opposite-sex best friend interactions among high school juniors and seniors. Adolescence 33, 279--289. DOI= www.ncbi.nlm.nih.gov/ /9706315.

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cover image ACM Other conferences
ASE BD&SI '15: Proceedings of the ASE BigData & SocialInformatics 2015
October 2015
381 pages
ISBN:9781450337359
DOI:10.1145/2818869
© 2015 Association for Computing Machinery. ACM acknowledges that this contribution was authored or co-authored by an employee, contractor or affiliate of a national government. As such, the Government retains a nonexclusive, royalty-free right to publish or reproduce this article, or to allow others to do so, for Government purposes only.

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Published: 07 October 2015

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Author Tags

  1. BMI
  2. Friendship networks
  3. SIENA
  4. adolescent
  5. evolution model
  6. network evolution
  7. panel data
  8. peer

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ASE BD&SI '15
ASE BD&SI '15: ASE BigData & SocialInformatics 2015
October 7 - 9, 2015
Kaohsiung, Taiwan

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