Social network analysis and agent-based modeling in social epidemiology

作者: Abdulrahman M El-Sayed , Peter Scarborough , Lars Seemann , Sandro Galea

DOI: 10.1186/1742-5573-9-1

关键词: Reciprocity (social psychology)Causal inferenceInferenceSocial relationSocial network analysisSocial networkSocial researchMedicineSocial epidemiologyData science

摘要: The past five years have seen a growth in the interest in systems approaches in epidemiologic research. These approaches may be particularly appropriate for social epidemiology. Social network analysis and agent-based models (ABMs) are two approaches that have been used in the epidemiologic literature. Social network analysis involves the characterization of social networks to yield inference about how network structures may influence risk exposures among those in the network. ABMs can promote …

参考文章(68)
Christopher Peak, John R. Weeks, Does community context influence reproductive outcomes of Mexican origin women in San Diego, California? Journal of Immigrant Health. ,vol. 4, pp. 125- 136 ,(2002) , 10.1023/A:1015646800549
NOREEN GOLDMAN, Social Inequalities in Health Annals of the New York Academy of Sciences. ,vol. 954, pp. 118- 139 ,(2006) , 10.1111/J.1749-6632.2001.TB02750.X
Richard G. Wilkinson, Kate E. Pickett, Robert B. Reich, The spirit level : why greater equality makes societies stronger Bloomsbury Press. ,(2011)
Peter J. Carrington, Stanley Wasserman, John Scott, Models and Methods in Social Network Analysis ,(2005)
Donella H. Meadows, Diana Wright, Thinking in systems ,(2008)
ODILIA L.I BERMÚDEZ, LUIS M FALCÓN, KATHERINE L TUCKER, Intake and food sources of macronutrients among older Hispanic adults: association with ethnicity, acculturation, and length of residence in the United States. Journal of The American Dietetic Association. ,vol. 100, pp. 665- 673 ,(2000) , 10.1016/S0002-8223(00)00195-4
Abdulrahman M. El-Sayed, Melissa Tracy, Peter Scarborough, Sandro Galea, Suicide among Arab-Americans. PLOS ONE. ,vol. 6, ,(2011) , 10.1371/JOURNAL.PONE.0014704
Paul W. Holland, Statistics and Causal Inference Journal of the American Statistical Association. ,vol. 81, pp. 945- 960 ,(1986) , 10.1080/01621459.1986.10478354
Ethan Cohen-Cole, Jason M. Fletcher, Is obesity contagious? Social networks vs. environmental factors in the obesity epidemic. Journal of Health Economics. ,vol. 27, pp. 1382- 1387 ,(2008) , 10.1016/J.JHEALECO.2008.04.005