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International Journal of Methods in Psychiatric Research logoLink to International Journal of Methods in Psychiatric Research
. 2006 Mar 24;13(4):221–240. doi: 10.1002/mpr.179

Sample designs and sampling methods for the Collaborative Psychiatric Epidemiology Studies (CPES)

Steven G Heeringa 1,, James Wagner 1, Myriam Torres 1, Naihua Duan 2, Terry Adams 1, Patricia Berglund 1
PMCID: PMC6878487  PMID: 15719530

Abstract

This paper provides an overview of the probability sample designs and sampling methods for the Collaborative Psychiatric Epidemiology Studies (CPES): the National Comorbidity Survey Replication (NCS‐R), the National Study of American Life (NSAL) and the National Latino and Asian American Study of Mental Health (NLAAS). The multi‐stage sample design and respondent selection procedures used in these three studies are based on the University of Michigan Survey Research Center's National Sample designs and operations. The paper begins with a general overview of these designs and procedures and then turns to a more detailed discussion of the adaptation of these general methods to the three specific study designs. The detailed discussions of the individual study samples focus on design characteristics and outcomes that are important to analysts of the CPES data sets and to researchers and statisticians who are planning future studies. The paper describes how the expected survey cost and error structure for each of these surveys influenced the original design of the samples and how actual field experience led to changes and adaptations to arrive at the final samples of each survey population. Copyright © 2004 Whurr Publishers Ltd.

Keywords: population surveys, probability samples, stratification, multi‐stage sampling, household screening, disproportionate sampling, responsive design, two‐phase sampling

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References

  1. Alegria M, Takeuchi D, Canino G, Duan N, Shrout P, Meng X, Vega W, Zane N, Vila D, Woo M, Vera M, Guarnaccia P, Aguilar‐Gaxiola S, Sue S, Escobar J, Lin K, Gong F. Considering context, space and culture: the National Latino and Asian American Study. IJMPR 2004; 13(4): 208–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. American Association for Public Opinion Research . Standard Definitions: Final Dispositions of Case Codes and Outcome Rates for Surveys. American Association for Public Opinion Research (AAPOR) standard:http://www.aapor.org, 2004.
  3. Cochran WG. Sampling Techniques, 3 edn New York: John Wiley & Sons, 1977. [Google Scholar]
  4. Groves RM. Survey Errors and Survey Costs. New York: John Wiley & Sons, 1989. [Google Scholar]
  5. Hansen MH, Hurwitz WN. The problem of nonresponse in surveys. Journal of the American Statistical Association 1946; 41: 517–29. [DOI] [PubMed] [Google Scholar]
  6. Hansen MH, Hurwitz WN, Madow WG. Sample Survey Methods and Theory, Volumes I and II. New York: John Wiley & Sons, 1953. [Google Scholar]
  7. Heeringa SG, Connor J, Darrah D. The 1980 SRC/NORC National Sample. Ann Arbor: Survey Methodology Program, Survey Research Center, University of Michigan, 1984. [Google Scholar]
  8. Heeringa SG, Connor J, Redmond G. The 1990 SRC National Sample. Ann Arbor: Survey Methodology Program, Survey Research Center, University of Michigan, 1994. [Google Scholar]
  9. Heeringa SG, Liu J. Complex sample design effects and inference for mental health survey data. IJMPR 1997; 7(1): 56–65. [Google Scholar]
  10. Heeringa SG, Groves RM. Responsive Design for Household Surveys. Manuscript in preparation, 2004.
  11. Hess I. Sampling for social research surveys: 1947–1980. Ann Arbor: Institute for Social Research, University of Michigan, 1985. [Google Scholar]
  12. Jackson J. Life in Black America. London: Sage Publications, 1991. [Google Scholar]
  13. Jackson JS, Torres M, Caldwell CH, Neighbors HW, Nesse R, Taylor RJ, Trierweiler, SJ , Williams DR. The National Survey of American Life: a study of racial, ethnic and cultural influences on mental disorders and mental health. IJMPR 2004; 13(4): 196–207. [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Kessler R. The National Comorbidity Study of the United States. International Review of Psychiatry, 1994; 6: 365–76. [Google Scholar]
  15. Kessler R, Berglund P, Chiu WT, Demler O, Heeringa S, Hiripi E, Jin R, Pennell B, Walters E, Zaslavsky A, Zheng H. The U.S. National Comorbidity Survey Replication (NCS‐R): an overview of design and field procedures. IJMPR 2004; 13(2): 69–92. [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Kish L. A procedure for the objective selection of the respondent within the household. Journal of the American Statistical Association 1949; 44: 380–7. [Google Scholar]
  17. Kish L. Survey Sampling. New York: John Wiley & Sons, 1965. [Google Scholar]
  18. Kish L. Statistical Design for Research. New York: John Wiley & Sons, 1987. [Google Scholar]
  19. Lessler JT, Kalsbeek WD. Nonsampling Errors in Surveys. New York: John Wiley & Sons, 1992. [Google Scholar]
  20. Pennell BP, Bowers A, Carr D, Chardoul S, Cheung G‐Q, Dinkelmann K, Gebler N, Hansen SE, Pennell S, Torres M. The development and implementation of the National Comorbidity Survey Replication, the National Survey of American Life, and the National Latino and Asian American Survey. IJMPR 2004. 13(4): 241–69. [DOI] [PMC free article] [PubMed] [Google Scholar]

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