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Familiar faces, familiar spaces: Social similarity and co-presence in non-relational behavioral convergence

Published online by Cambridge University Press:  12 October 2018

RACHEL BEHLER
Affiliation:
Population Research Center, University of Texas at Austin, Austin, TX, 78712, USA (e-mail: [email protected])
CHAN SUH
Affiliation:
Department of Sociology, Chung-Ang University, Seoul 06974, Korea (e-mail: [email protected])
MATTHEW BRASHEARS
Affiliation:
Department of Sociology, University of South Carolina, Columbia, SC, USA (e-mail: [email protected])
YONGREN SHI
Affiliation:
Yale Institute for Network Science, Yale University, New Haven, CT, USA (e-mail: [email protected])

Abstract

Social influence is frequently measured through an ego's direct ties. Although influence may also stem from an ego's indirect ties, reference group, and casual contacts, it is difficult to capture their impact using existing network methods. We identify and trace the influence stemming from an ego's “familiar others,” consisting of those socially similar individuals with whom the ego comes in contact at school, but does not necessarily share a relationship. To evaluate the role of familiar others, we investigate unhealthy weight behaviors in adolescence using data from the National Longitudinal Study of Adolescent to Adult Health. Our results demonstrate that familiar others' unhealthy weight-related behaviors are strong predictors of the ego's own weight behaviors, net of immediate alters' behaviors, and individual-level characteristics. Further, we find that this relationship is stronger and more robust than that between egos and their direct ties. These results suggest that familiar others constitute a key source of social influence that is distinct from the influence of network alters.

Type
Research Article
Copyright
Copyright © Cambridge University Press 2018 

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References

Agliata, D. & Tantleff-Dunn, S. (2004). The impact of media exposure on males' body image. Journal of Social and Clinical Psychology, 23 (1), 722. doi: 10.1521/jscp.23.1.7.26988.Google Scholar
Bandura, A. (1977). Social learning theory. Englewood Cliffs, NJ: Prentice-Hall.Google Scholar
Barnes, J. C., Beaver, K. M., Young, J. T. N. & TenEyck, M. (2014). A behavior genetic analysis of the tendency for youth to associate according to GPA. Social Networks, 38, 4149.Google Scholar
Bearman, P., Moody, J., & Stovel, K. (2004). Chains of Affection: The structure of adolescent romantic and sexual networks. American Journal of Sociology, 110, 4491.Google Scholar
Berkman, L. F., & Glass, T. (2000). Social integration, social networks, social support, and health. In Berkman, L. F., & Kawachi, I. (Eds.), Social epidemiology (pp. 137173). New York, NY: Oxford University Press.Google Scholar
Blau, P. M. (1977). Inequality and heterogeneity: A primitive theory of social structure. New York: Free Press.Google Scholar
Bramoulle, Y., Djebbari, H., & Fortin, B. (2009). Identification of peer effects through social networks. Journal of Econometrics, 150, 4155.Google Scholar
Brashears, M. E. (2008). Gender and homophily: Differences in male female association in Blau space. Social Science Research, 37 (2), 400415.Google Scholar
Brashears, M. E. (2011). Small networks and high isolation? A reexamination of American discussion networks. Social Networks, 33, 331341.Google Scholar
Brashears, M. E. (2013). Humans use compression heuristics to improve the recall of social networks. Nature Scientific Reports, 3, 1513.Google Scholar
Brashears, M. E., Genkin, M., & Suh, C. S. (2017). In the organization's shadow: How individual behavior is shaped by organizational leakage. American Journal of Sociology, 123 (3), 787849.Google Scholar
Breiger, R. L. (1974). The duality of persons and groups. Social Forces, 53, 181190.Google Scholar
Breiger, R. L., & Melamed, D., (2014). The duality of organizations and their atrributes: Turning regression modeling ‘inside out’. Research in the Sociology of Organizations, 40, 263275.Google Scholar
Brockner, J., & Swap, W. C. (1976). Effects of repeated exposure and attitudinal similarity on self-disclosure and interpersonal attraction. Journal of Personality and Social Psychology, 33, 531540.Google Scholar
Browning, C. R., Calder, C. A., Soller, B., Jackson, A. L., & Dirlam, J. 2017. Ecological networks and neighborhood social organization. American Journal of Sociology, 122, 19391988.Google Scholar
Burt, R. S. (1987). Social contagion and innovation: Cohesion versus structural equivalence. American Journal of Sociology, 92 (6), 1287. doi: 10.1086/228667.Google Scholar
Centola, D. (2011). An experimental study of homophily in the adoption of health behavior. Science, 334 (6060), 12691272. doi: 10.1126/science.1207055.Google Scholar
Chantala, K., & Suchindran, C. M. (2011). Add health weight components. Chapel Hill: Carolina Population Center, University of North Carolina.Google Scholar
Chen, P., & Chantala, K. (2014). Guidelines for analyzing add health data. Chapel Hill: Carolina Population Center, University of North Carolina.Google Scholar
Christakis, N. A., & Fowler, J. H. (2008). The collective dynamics of smoking in a large social network. New England Journal of Medicine, 358 (21), 22492258.Google Scholar
Christakis, N. A., & Fowler, J. H. (2007). The spread of obesity in a social network. The New England Journal of Medicine, 357 (18), 18661867, author reply 1867–1868. doi: 10.1056/NEJMc072478.Google Scholar
Cohen-Cole, E., & Fletcher, J. M. (2008a). Is obesity contagious? Social networks vs. environmental factors in the obesity epidemic. Journal of Health Economics, 27 (5), 13821387. doi: 10.1016/j.jhealeco.2008.04.005.Google Scholar
Cohen-Cole, E., & Fletcher, J. M. (2008b). Detecting implausible social network effects in acne, height, and headaches: Longitudinal analysis. British Medical Journal, 337, a2533. doi: http://dx.doi.org/10.1136/bmj.a2533.Google Scholar
Coleman, J. S., Katz, E., Menzel, H., & Columbia University. (1966). Bureau of applied social research. Medical innovation: A diffusion study. Indianapolis, IN: Bobbs-Merrill Co.Google Scholar
Crosnoe, R., Frank, K. A., & Mueller, A. S. (2008). Gender, body size, and social relations in American high schools. Social Forces, 86 (3), 11891216.Google Scholar
Dalton, M. A., Sargent, J. D., Beach, M. L., Titus-Ernstoff, L., Gibson, J. L., Ahrens, M. B., . . . Heatherton, T. F. (2003). Effect of viewing smoking in movies on adolescent smoking: A cohort study. The Lancet, 362, 281285.Google Scholar
DellaPosta, D., Shi, Y., & Macy, M. (2015). Why do liberals drink lattes? American Journal of Sociology, 120, 14731511.Google Scholar
DiPrete, T. A., Gelman, A., McCormick, T., Teitler, J., & Zheng, T. (2011). Segregation in social networks based on acquaintanceship and trust. American Journal of Sociology, 116 (4), 12341283.Google Scholar
Ennett, S. T., Bauman, K. E., Hussong, A., Faris, R., Foshee, V. A., Cai, L., & DuRant, R. H. (2006). The peer context of adolescent substance use: Findings from social network analysis. Journal of Research on Adolescence, 16 (2), 159186.Google Scholar
Erickson, B. H. (1988). The relational basis of attitudes. In Wellman, B., & Bercovitz, J. (Eds.), Social structures: A network approach (Vol. 99, pp. 99121). New York, NY: Cambridge University Press.Google Scholar
Feld, S. L. (1981). The focused organization of social ties. American Journal of Sociology, 86 (5), 1015. doi: 10.1086/227352.Google Scholar
Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7 (2), 117140. doi: 10.1177/001872675400700202.Google Scholar
Fowler, J. H., & Christakis, N. A. (2008a). Dynamic spread of happiness in a large social network: Longitudinal analysis over 20 years in the Framingham heart study. British Medical Journal, 337, a2338. doi: 10.1136/bmj.a2338.Google Scholar
Fowler, J. H., & Christakis, N. A. (2008b). Estimating peer effects on health in social networks: A response to Cohen-Cole and Fletcher; and Trogdon, Nonnemaker, and Pais. Journal of Health Economics, 27, 14001405.Google Scholar
Frank, K. A., Muller, C., Schiller, K. S., Riegle-Crumb, C., Mueller, A. S., Crosnoe, R., & Pearson, J. (2010). The social dynamics of mathematics coursetaking in high school. American Journal of Sociology, 113 (6), 143. doi: 10.1086/587153.Google Scholar
Fujimoto, K., & Valente, T. W. (2012). Social network influences on adolescent substance use: Disentangling structural equivalence from cohesion. Social Science & Medicine, 74 (12), 19521960.Google Scholar
Gamoran, A., & Mare, R. D. (1989). Secondary school tracking and educational inequality: Compensation, reinforcement, or neutrality? American Journal of Sociology, 94, 11461183.Google Scholar
Giordano, P. C. (1995). The wider circle of friends in adolescence. American Journal of Sociology, 101 (3), 661. doi: 10.1086/230756.Google Scholar
Giordano, P. C. (2003). Relationships in adolescence. Annual Review of Sociology, 29 (1), 257281. doi: 10.1146/annurev.soc.29.010202.100047.Google Scholar
Granovetter, M. S. (1973). The strength of weak ties. American Journal of Sociology, 78 (6), 13601380.Google Scholar
Hallinan, M. T., & Williams, R. A. (1989). Interracial friendship choices in secondary schools. American Sociological Review, 54, 6778.Google Scholar
Halpern, C. T., King, R. B., Oslak, S. G., & Udry, J. R. (2005). Body mass index, dieting, romance, and sexual activity in adolescent girls: Relationships over time. Journal of Research on Adolescence, 15 (4), 535559. doi: 10.1111/j.1532-7795.2005.00110.x.Google Scholar
Hargreaves, D. A., & Tiggemann, M. (2004). Idealized media images and adolescent body image: “Comparing” boys and girls. Body Image, 1 (4), 351361. doi: 10.1016/j.bodyim.2004.10.002.Google Scholar
Haynie, D. L. (2001). Delinquent peers revisited: Does network structure matter? American Journal of Sociology, 106 (4), 10131057.Google Scholar
Hutchinson, D. M., & Rapee, R. M. (2007). Do friends share similar body image and eating problems? The role of social networks and peer influences in early adolescence. Behaviour Research and Therapy, 45 (7), 15571577. doi: 10.1016/j.brat.2006.11.007.Google Scholar
Hyman, H. H. (1942). The psychology of status. Archives of Psychology, 269, 94102.Google Scholar
Hyman, H. H., & Singer, E. (Eds). (1968). Readings in reference group theory and research. New York: Free Press.Google Scholar
Killworth, P. D., Johnsen, E. C., Bernard, H. R., Shelley, G. A., & McCarty, C. (1990). Estimating the size of personal networks. Social Networks, 12, 289312.Google Scholar
Kubitschek, W. N., & Hallinan, M. T. (1998). Tracking and students' friendships. Social Psychology Quarterly, 61, 115.Google Scholar
Kuczmarski, R. J., Ogden, C. L., Grummer-Strawn, L. M., Flegal, K. M., Guo, S. S., Wei, R., . . . Johnson, C. L. (2000). CDC growth charts: United States. In Advance data from vital and health statistics (Vol. 314, pp. 128). Hyattsville, MD: National Center for Health Statistics.Google Scholar
Latkin, C. A., Forman, V., Knowlton, A., & Sherman, S. (2003). Norms, social networks, and HIV-related risk behaviors among urban disadvantaged drug users. Social Science and Medicine, 56 (3), 465476. doi: 10.1016/S0277-9536(02)00047-3.Google Scholar
Laumann, E. O., Marsden, P. V., & Prensky, D. (1992). The boundary specification problem in network analysis. In Freeman, L. C., White, D. R., & Romney, A. K. (Eds.), Research methods in social network analysis. New Brunswick, NJ: Transaction Publishers.Google Scholar
Lazarsfeld, P. F., & Merton, R. K. (1954). Friendship as a social process: A substantive and methodological analysis. Freedom and Control in Modern Society, 18 (1), 1866.Google Scholar
Leahey, T. M., Gokee LaRose, J., Fava, J. L., & Wing, R. R. (2011). Social influences are associated with BMI and weight loss intentions in young adults. Obesity, 19 (6), 11571162. doi: 10.1038/oby.2010.301.Google Scholar
Long, J. S., & Freese, J. (2006). Regression models for categorical dependent variables using stata. College Station, TX: Stata Press.Google Scholar
Lusher, D., Koskinen, J., & Robins, G. (2013). Exponential random graph models for social networks: Theory, methods, and applications. New York, NY: Cambridge University Press.Google Scholar
Marsden, P. V. (1987). Core discussion networks of Americans. American Sociological Review, 52 (1), 122. doi: 10.2307/2095397.Google Scholar
Maximova, K., McGrath, J. J., Barnett, T., O'Loughlin, J., Paradis, G., & Lambert, M. (2008). Do you see what I see? Weight status misperception and exposure to obesity among children and adolescents. International Journal of Obesity, 32 (6), 10081015. doi: 10.1038/ijo.2008.15.Google Scholar
McAdam, D., & Rucht, D. (1993). The cross-national diffusion of movement ideas. The Annals of the American Academy of Political and Social Science, 528 (1), 5674. doi: 10.1177/0002716293528001005.Google Scholar
McCarty, C., Killworth, P. D., Bernard, H. R., Johnsen, E. C., & Shelley, G. A. (2001). Comparing two methods for estimating network size. Human Organization, 60, 2839.Google Scholar
McPherson, M. (1983). An ecology of affiliation. American Sociological Review, 48 (4), 519532.Google Scholar
McPherson, M. (2004). A Blau space primer: Prolegomenon to an ecology of affiliation. Industrial and Corporate Change, 13 (1), 263280. doi: 10.1093/icc/13.1.263.Google Scholar
McPherson, J. M., & Ranger-moore, J. R. (1991). Evolution on a dancing landscape: Organizations and networks in dynamic Blau space. Social Forces, 70 (1), 1942. doi: 10.1093/sf/70.1.19.Google Scholar
McPherson, M., Smith-Lovin, L., & Cook, J. M. (2001). Birds of a feather: Homophily in social networks. Annual Review of Sociology, 27, 415444.Google Scholar
Merton, R. K., & Kitt, A. S. (1950). Contributions to the theory of reference group behavior. In Merton, R. K., & Lazarsfeld, P. F. (Eds.), Continuities in social research: Studies in the scope and method of the American soldier (pp. 40105). Glencoe, IL: Free Press.Google Scholar
Moreland, R. L., & Zajonc, R. B. (1982). No exposure effects in personal perception: Familiarity, similiarity and attraction. Journal of Experimental Social Psychology, 18, 395415.Google Scholar
Mueller, A. S., Pearson, J., Muller, C., Frank, K., & Turner, A. (2010). Sizing up peers: Adolescent girls' weight control and social comparison in the school context. Journal of Health and Social Behavior, 51 (1), 6478. doi: 10.1177/0022146509361191.Google Scholar
Neumark-Sztainer, D., Wall, M., Guo, J., Story, M., Haines, J., & Eisenberg, M. (2006). Obesity, disordered eating, and eating disorders in a longitudinal study of adolescents: How do dieters fare 5 years later? Journal of the American Dietetic Association, 106 (4), 559568. doi: 10.1016/j.jada.2006.01.003.Google Scholar
Neumark-Sztainer, D., Wall, M., Story, M., & Standish, A. R. (2012). Dieting and unhealthy weight control behaviors during adolescence: Associations with 10-year changes in body mass index. The Journal of Adolescent Health: Official Publication of the Society for Adolescent Medicine, 50 (1), 8086. doi: 10.1016/j.jadohealth.2011.05.010.Google Scholar
Nichter, M. (2009). Fat talk: What girls and their parents say about dieting. Cambridge, MA: Harvard University Press.Google Scholar
Oliver, J. E. (2006). Fat Politics: The real story behind America's obesity epidemic. New York: Oxford University Press.Google Scholar
Ornstein, P. (2010). The fat trap. The New York Times Magazine. Retrieved from http://nyti.ms/1yQgIXp.Google Scholar
Pate, R. R., Trost, S. G., Levin, S., & Dowda, M. (2000). Sports participation and health-related behaviors among US youth. Archives of Pediatrics & Adolescent Medicine, 154 (9), 904. doi: 10.1001/archpedi.154.9.904.Google Scholar
Paxton, S. J., Schutz, H. K., Wertheim, E. H., & Muir, S. L. (1999). Friendship clique and peer influences on body image concerns, dietary restraint, extreme weight-loss behaviors, and binge eating in adolescent girls. Journal of Abnormal Psychology, 108 (2), 255266. doi: 10.1037/0021-843X.108.2.255.Google Scholar
Portes, A. (1998). Social capital: Its origins and applications in modern sociology. Annual Review of Sociology, 24 (1), 124. doi: 10.1146/annurev.soc.24.1.1.Google Scholar
Roberts, S. G. B., Dunbar, R. I. M., Pollet, T. V., & Kuppens, T. (2009). Exploring variation in active network size: Constraints and ego characteristics. Social Networks, 31 (2), 138146. doi: 10.1016/j.socnet.2008.12.002.Google Scholar
Rome, E. S., & Ammerman, S. (2003). Medical complications of eating disorders: An update. The Journal of Adolescent Health, 33 (6), 418426.Google Scholar
Saegert, S., Swap, W., & Zajonc, R. B. (1973). Exposure, context and interpersonal attraction. Journal of Personality and Social Psychology, 25, 234242.Google Scholar
Sargent, J. D. (2005). Smoking in movies: Impact on adolescent smoking. Adolescent Medicine Clinics, 16, 345370.Google Scholar
Schaefer, D. R., Simpkins, S. D., Vest, A. E., & Price, C. D. (2011). The contribution of extracurricular activities to adolescent friendships: New insights through social network analysis. Developmental Psychology, 47, 11411152.Google Scholar
Serdula, M. K. (1993). Weight control practices of U.S. Adolescents and adults. Annals of Internal Medicine, 119, 667. doi: 10.7326/0003-4819-119-7_Part_2-199310011-00008.Google Scholar
Shakya, H. B., Christakis, N. A., & Fowler, J. H. (2012). Parental influence on substance use in adolescent social networks. Archives of Pediatrics & Adolescent Medicine, 166 (12), 11321139.Google Scholar
Shalizi, C. R., & Thomas, A. C. (2011). Homophily and contagion are generically confounded in observational social network studies. Sociological Methods & Research, 40, 211239.Google Scholar
Shibutani, T. (1955). Reference groups as perspectives. American Journal of Sociology, 60 (6), 562569.Google Scholar
Simmel, G. (1955). Conflict and the web of group affiliations. Glencoe, IL: Free Press.Google Scholar
Sinaiko, A. R., Donahue, R. P., Jacobs, D. R., & Prineas, R. J. (1999). Relation of weight and rate of increase in weight during childhood and adolescence to body size, blood pressure, fasting insulin, and lipids in young adults. Circulation, 99 (11), 14711476. doi: 10.1161/01.CIR.99.11.1471.Google Scholar
Smith, K. P., & Christakis, N. a. (2008). Social networks and health. Annual Review of Sociology, 34, 405429. doi: 10.1146/annurev.soc.34.040507.134601.Google Scholar
Snijders, T. A. B., van de Bunt, G. G., & Steglich, C. E. G. (2010). Introduction to actor-based models for network dynamics. Social Networks, 32, 4460.Google Scholar
Spurgas, A. K. (2005). Body image and cultural background. Sociological Inquiry, 75, 297316.Google Scholar
Suh, C. S., Brashears, M. E., & Genkin, M. (2016). Gangs, clubs and alcohol: The effect of organizational membership on adolescent drinking behavior. Social Science Research, 58, 279291.Google Scholar
Sun, L., Axhausen, K. W., Lee, D.-H., & Huang, X. (2013). Understanding metropolitan patterns of daily encounters. Proceedings of the National Academy of Sciences of the United States of America, 110 (34), 1377413779. doi: 10.1073/pnas.1306440110.Google Scholar
Taub, D. E., & Blinde, E. M. (1992). Eating disorders among adolescent female athletes: Influence of athletic participation and sport team membership. Adolescence, 27 (108), 833848.Google Scholar
Turner, R. (1956). Role taking, role standpoint, and reference-group behavior. American Journal of Sociology, 61 (4), 316328.Google Scholar
Turner, C. F. (1998). Adolescent sexual behavior, drug use, and violence: Increased reporting with computer survey technology. Science, 280 (5365), 867873. doi: 10.1126/science.280.5365.867.Google Scholar
Valente, T. W., Fujimoto, K., Chou, C.-P. & Spruijt-Metz, D. (2009). Adolescent affiliations and adiposity: A social network analysis of friendships and obesity. The Journal of Adolescent Health, 45 (2), 202204. doi: 10.1016/j.jadohealth.2009.01.007.Google Scholar
Van den Bulte, C., & Lilien, G. L. (2001). Revisited: Social contagion versus marketing effort. American Journal of Sociology, 106 (5), 14091435. doi: 10.1086/320819.Google Scholar
Van Gaal, L. F., Mertens, I. L., & De Block, C. E. (2006). Mechanisms linking obesity with cardiovascular disease. Nature, 444 (7121), 875880. doi: 10.1038/nature05487.Google Scholar
Wilett, W. C., Dietz, W. H., & Colditz, G. A. (1999). Guidelines for healthy weight. New England Journal of Medicine, 341, 427434.Google Scholar
Yancey, A. K., Leslie, J., & Abel, E. K. (2006). Obesity at the crossroads: Feminist and public health perspectives. Signs: Journal of Women in Culture and Society, 31 (2), 425443.Google Scholar
Young, C., & Lim, C. (2014). Time as a network good: Evidence from unemployment and the standard workweek. Sociological Science, 1, 1027.Google Scholar
Zajonc, R. B. (1968). Attitudinal effects of mere exposure. Journal of Personality and Social Psychology, 9, 127.Google Scholar