Abstract
Obtaining representative samples from populations of emerging adults who do not attend college is challenging for researchers. This article introduces respondent-driven sampling (RDS), a method for obtaining representative samples of hard-to-reach but socially interconnected populations. RDS combines a prescribed method for chain referral with a mathematical model to adjust for potential sampling bias. A case study is presented of the use of RDS to obtain a sample of rural African American emerging adults and to document the feasibility, effectiveness, and efficiency of the method with this population. RDS-related findings indicate that rural African American emerging adults form interconnected social networks that are appropriate for using RDS. RDS procedures are an acceptable and relatively efficient strategy for rural African Americans that is likely to yield more representative samples than traditional snowball sampling and provides data on potential sampling biases for planning multivariate analyses.
|
Boatright, S.R. ( 2005). The Georgia county guide (24th ed.). Athens, GA: Center for Agribusiness and Economic Development. Google Scholar | |
|
Brown, L.D. , Eaton, M.L. , Freedman, D.A. , Klein, S.P. , Olshen, R.A. , Wachter, K.W. , et al. (1999). Statistical controversies in Census 2000 (Technical Report No. 537). Berkeley, CA: Department of Statistics, University of California at Berkeley. Google Scholar | |
|
Bureau of Labor Statistics. (1997). BLS handbook of methods. Retrieved 2004, from http://www.bls.gov/opub/hom/home.htm Google Scholar | |
|
Cook, B. , & Códova, D.I. (2006). Minorities in higher education: Twenty-second annual status report. Washington, DC: American Council on Education. Google Scholar | |
|
Corbie-Smith, G. , Ammerman, A.S. , Katz, M.L. , St. George, D.M.M. , Blumenthal, C. , Washington, C. , et al. (2003). Trust, benefit, satisfaction, and burden . JGIM: Journal of General Internal Medicine, 18, 531-541. Google Scholar | Crossref | Medline | ISI | |
|
Fitchen, J.M. ( 1994). Residential mobility among the rural poor. Rural Sociology, 59, 416-436. Google Scholar | Crossref | ISI | |
|
Goel, S. , & Salganik, M.J. (2007). Respondent-driven sampling as Markov Chain Monte Carlo. Presentation to the Center for AIDS Prevention Studies, University of California at San Francisco. Google Scholar | |
|
Gore, S. , & Aseltine, R.H. , Jr. (2003). Race and ethnic differences in depressed mood following the transition from high school. Journal of Health and Social Behavior, 44, 370-390. Google Scholar | Crossref | Medline | ISI | |
|
Halperin, S. (Ed.). (1998). The forgotten half revisited: American youth and young families, 1988-2008 . Washington, DC: American Youth Policy Forum. Google Scholar | |
|
Heckathorn, D.D. ( 1997). Respondent-driven sampling: A new approach to the study of hidden populations. Social Problems, 44, 174-199. Google Scholar | Crossref | ISI | |
|
Heckathorn, D.D. ( 2002). Respondent-driven sampling II: Deriving valid population estimates from chain-referral samples of hidden populations. Social Problems, 49, 11-34. Google Scholar | Crossref | ISI | |
|
Heckathorn, D.D. ( 2007). Extensions of respondent-driven sampling: Analysing continuous variables and controlling for differential recruitment. Sociological Methodology, 37, 151-207. Google Scholar | SAGE Journals | ISI | |
|
Heckathorn, D.D. ( 2008). Assumptions of RDS: Analytic vs. functional assumptions . Atlanta, GA: Consultation on RDS to Centers for Disease Control and Prevention. Google Scholar | |
|
Joe, G.W. , Broome, K.M. , Rowan-Szal, G.A. , & Simpson, D.D. ( 2002). Measuring patient attributes and engagement in treatment . Journal of Substance Abuse Treatment, 22, 183-196. Google Scholar | Crossref | Medline | ISI | |
|
Johnston, L.G. , Malekinejad, M. , Kendall, C. , Iuppa, I.M. , & Rutherford, G.W. (2008). Implementation challenges to using respondent-driven sampling methodology for HIV biological and behavioral surveillance: Field experiences in international settings. AIDS and Behavior, 12(Suppl. 4), S131-S141. Google Scholar | Crossref | ISI | |
|
Kemeny, J. , & Snell, L. ( 1960). Finite Markov chains. Princeton, NJ : Van Nostrand. Google Scholar | |
|
Kogan, S.M. , & Brody, G.H. ( 2010). Linking parenting and informal mentor processes to depressive symptoms among rural African American young adult men. Cultural Diversity and Ethnic Minority Psychology, 16, 299-306. doi: 10.1037/ a001867 Google Scholar | Crossref | Medline | ISI | |
|
Malekinejad, M. , Johnston, L.G. , Kendall, C. , Kerr, L.R.F.S. , Rifkin, M.R. , & Rutherford, G.W. (2008). Using respondent-driven sampling methodology for HIV biological and behavioral surveillance in international settings: A systematic review. AIDS and Behavior, 12(Suppl. 4), S105-130. Google Scholar | Crossref | ISI | |
|
Marsden, P.V. ( 1990). Network data and measurement. Annual Review of Sociology, 16, 435-463. Google Scholar | Crossref | ISI | |
|
McPherson, M. , Smith-Lovin, L. , & Cook, J.M. ( 2001). Birds of a feather: Homophily in social networks. Annual Review of Sociology, 27, 415-444. Google Scholar | Crossref | ISI | |
|
Murry, V.M. , & Brody, G.H. ( 2004). Partnering with community stakeholders: Engaging rural African American families in basic research and the Strong African American Families preventive intervention program. Journal of Marital and Family Therapy, 30, 271-283. Google Scholar | Crossref | Medline | ISI | |
|
Myers, J.K. , & Weissman, M.M. (1980). Use of a self-report symptom scale to detect depression in a community sample. American Journal of Psychiatry, 137, 1081-1084. Google Scholar | Crossref | Medline | ISI | |
|
Radloff, L.S. ( 1977). The CES-D Scale: A self-report depression scale for research in the general population. Applied Psychological Measurement , 1, 385-401. Google Scholar | SAGE Journals | |
|
Ramirez-Valles, J. , Heckathorn, D.D. , Vazquez, R. , Diaz, R.M. , & Campbell, R.T. (2005). From networks to populations: The development and application of respondent-driven sampling among IDUs and Latino gay men. AIDS and Behavior, 9, 387-402. Google Scholar | Crossref | Medline | ISI | |
|
Salganik, M.J. ( 2006). Variance estimation, design effects, and sample size calculations for respondent-driven sampling. Journal of Urban Health, 83, 98-112. Google Scholar | Crossref | ISI | |
|
Salganik, M.J. , & Heckathorn, D.D. (2004). Sampling and estimation in hidden populations using respondent-driven sampling. Sociological Methodology, 34, 193-239. Google Scholar | SAGE Journals | ISI | |
|
Schulenberg, J.E. , Sameroff, A.J. , & Cicchetti, D. ( 2004). The transition to adult-hood as a critical juncture in the course of psychopathology and mental health. Development and Psychopathology, 16, 799-806. Google Scholar | Crossref | Medline | ISI | |
|
Skvoretz, J. , Fararo, T.J. , & Agneessens, F. (2004). Advances in biased net theory: definitions, derivations, and estimations. Social Networks, 26, 113-139. Google Scholar | Crossref | ISI | |
|
Thompson, S.K. , & Collins, L.M. ( 2002). Adaptive sampling in research on risk-related behaviors . Drug and Alcohol Dependence, 68, S57-S67. Google Scholar | Crossref | Medline | ISI | |
|
Volz, E. , Wejnert, C. , Degani, I. , & Heckathorn, D.D. (2007). Respondent-driven sampling analysis tool (RDSAT Version 6.0.1). Ithaca, NY. Google Scholar | |
|
Volz, E. , & Heckathorn, D.D. (2008). Probability based estimation theory for Respondent Driven Sampling. Journal of Official Statistics, 24, 79-97. Google Scholar | ISI | |
|
Wang, L. , Carlson, R.G. , Falck, R.S. , Siegal, H.A. , Rahman, A. , & Li, L. ( 2005). Respondent-driven sampling to recruit MDMA users: A methodological assessment. Drug & Alcohol Dependence, 9, 147-157. Google Scholar | Crossref | ISI | |
|
Watters, J.K. , & Biernacki, P. ( 1989). Targeted sampling: Options for the study of hidden populations . Social Problems, 36, 416-430. Google Scholar | Crossref | ISI | |
|
Wejnert, C. , & Heckathorn, D.D. (2008). Web-based network sampling: Efficiency and efficacy of respondent-driven sampling for online research . Sociological Methods & Research, 37, 105-134. doi:10.1177/0049124108318333 Google Scholar | SAGE Journals | ISI | |
|
Winship, C. , & Radbill, L. ( 1994). Sampling weights and regression analysis. Sociological Methods Research, 23, 230-257. Google Scholar | SAGE Journals | ISI | |
|
Zimmerman, J.F. ( 1994). Young adults, renters most mobile; South remains a magnet for interregional migrants. National Civic Review, 83(4), 487-489. Google Scholar |

