Social network analysis for assessing college-aged adults' health: A systematic review

ABSTRACT Objective: Social network analysis (SNA) is a useful, emerging method for studying health. College students are especially prone to social influence when it comes to health. This review aimed to identify network variables related to college student health and determine how SNA was used in the literature. Participants: A systematic review of relevant literature was conducted in October 2015. Methods: Studies employing egocentric or whole network analysis to study college student health were included. We used Garrard's Matrix Method to extract data from reviewed articles (n = 15). Results: Drinking, smoking, aggression, homesickness, and stress were predicted by network variables in the reviewed literature. Methodological inconsistencies concerning boundary specification, data collection, nomination limits, and statistical analyses were revealed across studies. Conclusions: Results show the consistent relationship between network variables and college health outcomes, justifying further use of SNA to research college health. Suggestions and considerations for future use of SNA are provided.

[1]  Petra Wächter Thinking in systems – a primer , 2011 .

[2]  J. Eccles,et al.  Peer Effects in Drug Use and Sex Among College Students , 2005, Journal of abnormal child psychology.

[3]  W. K. Campbell,et al.  An exploration of the correlates of grandiose and vulnerable narcissism in romantic relationships: Homophily, partner characteristics, and dyadic adjustment , 2015 .

[4]  P. Goodson Researching Genes, Behavior, and Society to Improve Population Health: A Primer in Complex Adaptive Systems as an Integrative Approach , 2015 .

[5]  B. Perry Coming untied? Narrative accounts of social network dynamics from first-time mental health clients. , 2012, Sociology of health & illness.

[6]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[7]  Christopher McCarty,et al.  Structure in Personal Networks , 2002, J. Soc. Struct..

[8]  E. Rice,et al.  Venue-Based Network Analysis to Inform HIV Prevention Efforts Among Young Gay, Bisexual, and Other Men Who Have Sex With Men , 2014, Prevention Science.

[9]  S J Paxton,et al.  Friendship clique and peer influences on body image concerns, dietary restraint, extreme weight-loss behaviors, and binge eating in adolescent girls. , 1999, Journal of abnormal psychology.

[10]  Judith Garrard,et al.  Health Sciences Literature Review Made Easy: The Matrix Method , 1999 .

[11]  Anita Kothari,et al.  Exploring Community Collaborations: Social Network Analysis as a Reflective Tool for Public Health , 2014 .

[12]  Martin G. Everett,et al.  Analyzing social networks , 2013 .

[13]  K. Glanz,et al.  An Ecological Perspective on Health Promotion Programs , 1988, Health education quarterly.

[14]  K. Winters,et al.  An Exploratory Assessment of a College Substance Abuse Recovery Program: Augsburg College's StepUP Program , 2008 .

[15]  B. Thompson Foundations of behavioral statistics : an insight-based approach , 2006 .

[16]  Bob Campbell,et al.  Systematic reviews of research in science education: rigour or rigidity? , 2005 .

[17]  P. Nicaise,et al.  Binge drinking at University: a social network study in Belgium. , 2015, Health promotion international.

[18]  Ronald S. Burt,et al.  How many names are enough? Identifying network effects with the least set of listed contacts , 2013, Soc. Networks.

[19]  Joe Phua,et al.  The influence of peer norms and popularity on smoking and drinking behavior among college fraternity members: A social network analysis , 2011 .

[20]  W. Pawlina,et al.  Anatomy and Histology as Socially Networked Learning Environments: Some Preliminary Findings , 2013, Academic medicine : journal of the Association of American Medical Colleges.

[21]  Tara M. Dumas,et al.  Being cool is risky business: Young men’s within-peer-group status, heavy alcohol consumption and aggression in bars , 2015 .

[22]  Alan Reifman,et al.  Social Networks and College Drinking: Probing Processes of Social Influence and Selection , 2006, Personality & social psychology bulletin.

[23]  Patricia Goodson,et al.  US adolescents’ friendship networks and health risk behaviors: a systematic review of studies using social network analysis and Add Health data , 2015, PeerJ.

[24]  G. James,et al.  The Ecology of Human Development , 2017 .

[25]  C. Scherer,et al.  The College Tradition of "Drink 'Til You Drop": The Relation Between Students' Social Networks and Engaging in Risky Behaviors , 1999 .

[26]  P. Goodson Theory in Health Promotion Research and Practice: Thinking Outside the Box , 2009 .

[27]  Emily M. Lund,et al.  Necessary But Not Sufficient , 2015 .

[28]  Tara M. Dumas,et al.  Drinking to reach the top: Young adults' drinking patterns as a predictor of status within natural drinking groups. , 2014, Addictive behaviors.

[29]  D. Moher,et al.  Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement , 2009, BMJ : British Medical Journal.

[30]  K. Heller,et al.  Social support factors and drinking among college student males , 1983, Journal of youth and adolescence.

[31]  P. Philippe,et al.  Nonlinearity in the Epidemiology of Complex Health and Disease Processes , 1998, Theoretical medicine and bioethics.

[32]  S. Feld The Focused Organization of Social Ties , 1981, American Journal of Sociology.

[33]  D. Granger,et al.  Friendship network position and salivary cortisol levels , 2013, Social neuroscience.

[34]  R. Hays,et al.  Social network development and functioning during a life transition. , 1986, Journal of personality and social psychology.

[35]  Mery V. Landow Stress and mental health of college students , 2006 .

[36]  Leana A. Bouffard,et al.  Sexual Assault on the College Campus , 2012 .

[37]  Devan Rosen,et al.  An analysis of friendship networks, social connectedness, homesickness, and satisfaction levels of international students , 2011 .

[38]  K. Carey,et al.  Peer influences on college drinking: a review of the research. , 2001, Journal of substance abuse.

[39]  N. Christakis,et al.  The Spread of Obesity in a Large Social Network Over 32 Years , 2007, The New England journal of medicine.

[40]  L. Baumann,et al.  An Ethic for Health Promotion: Rethinking the Sources of Human Well-Being , 2000 .

[41]  Stanley W. Borg Social Networks and Health: Models, Methods, and Applications , 2012 .

[42]  Thomas W. Valente,et al.  Social Networks and Health , 2010 .

[43]  Ilse de Bourdeaudhuij,et al.  Determinants of eating behaviour in university students: a qualitative study using focus group discussions , 2014, BMC Public Health.

[44]  Claude S. Fischer,et al.  A Procedure for Surveying Personal Networks , 1978 .

[45]  K. Lewin Field theory in social science , 1951 .

[46]  A. Wister,et al.  "Friendly persuasion": a social network analysis of sex differences in marijuana use. , 1982, The International journal of the addictions.

[47]  L. Freeman Centrality in social networks conceptual clarification , 1978 .

[48]  Thomas W Valente,et al.  Using Social Networks to Understand and Prevent Substance Use: A Transdisciplinary Perspective , 2004, Substance use & misuse.

[49]  N. Christakis,et al.  SUPPLEMENTARY ONLINE MATERIAL FOR: The Collective Dynamics of Smoking in a Large Social Network , 2022 .

[50]  D. Moher,et al.  Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. , 2009, Journal of clinical epidemiology.

[51]  Tara M. Dumas,et al.  The influence of status on group drinking by young adults: a survey of natural drinking groups on their way to and from bars. , 2014, Alcoholism, clinical and experimental research.

[52]  A. While,et al.  Impact of clinical nurse specialists in multiple sclerosis--synthesis of the evidence. , 2003, Journal of advanced nursing.

[53]  Michael Kelleher,et al.  Precollege Concerns about Losing and Making Friends in College: Implications for Friendship Satisfaction and Self-Esteem during the College Transition. , 1995 .

[54]  G. Ramirez,et al.  The promise and pitfalls of systematic reviews. , 2006, Annual review of public health.

[55]  E. Guba,et al.  Naturalistic inquiry: Beverly Hills, CA: Sage Publications, 1985, 416 pp., $25.00 (Cloth) , 1985 .