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Cited by 258

The DOI matches its Crossref record; 39 of the 39 references it cites were found in a registry or an index.

Cluster analysis in community research: Epistemology and practice

Rapkin, Bruce D., Luke, Douglas A.·1993·American Journal of Community Psychology

Abstract

Cluster analysis refers to a family of methods for identifying cases with distinctive characteristics in heterogeneous samples and combining them into homogeneous groups. This approach provides a great deal of information about the types of cases and the distributions of variables in a sample. This paper considers cluster analysis as a quantitative complement to the traditional linear statistics that often characterize community psychology research. Cluster analysis emphasizes diversity rather than central tendency. This makes it a valuable tool for a wide range of familiar problems in community research. A number of these applications are considered here, including the assessment of change over time, network composition, network density, person‐setting relationships, and community diversity. A User's Guide section is included, which outlines the major decisions involved in a basic cluster analyses. Despite difficulties associated with the identification of optimal cluster solutions, carefully planned, theoretically informed application of cluster analysis has much to offer community researchers.

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Cites

Research works printed but not linked: 17

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  2. Dixon W. J., 1990, BMDP statistical software manual
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  5. Hudson H. C., 1982, Classifying social data
  6. Knoke D., 1982, Network analysis
  7. 10.1177/0013164487474010 · doi:10.1177/0013164487474010
  8. 10.1177/0013164490502010 · doi:10.1177/0013164490502010
  9. Luke D. A., 1990, The assessment of change in a mutual help context
  10. Ortiz B. Rapkin B. Mantell J. & Tross S. (1992).Transculturation as a determinant of sexual risk behavior in Latina immigrants to New York City. Paper presented at the Eight International Conference on the Acquired Immunodeficiency Syndrome (AIDS) Amsterdam The Netherlands.
  11. 10.1007/BF00880776 · doi:10.1007/bf00880776
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  13. 1985, SAS user's guides: Version 5 edition
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  15. 1988, SPSSsupx user's guide
  16. Tabachnick B. G., 1989, Using multivariale statistics
  17. Wilkinson L., 1990, SYSTAT:: The system for statistics

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Metadata

Authors
Rapkin, B. D., & Luke, D. A.
Venue
American Journal of Community Psychology
Publisher
Wiley
Published
1993-04
Volume
21
Issue
2
Pages
247-277
ISSN
  • 0091-0562 (ISSN-L)
  • 1573-2770
OpenAlex
W1989894849
Cited by
258
References
39
FWCI
6.42
Type
journal article
Language
en
Open access
closed

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