Date Awarded
Spring 2016
Document Type
Dissertation
Degree Name
Doctor of Philosophy (Ph.D.)
Department
Education
Advisor
Charles F. Gressard
Committee Member
Bruce A. Bracken
Committee Member
Sara A. Scott
Abstract
The purpose of this study was to design and pilot an instrument, the WHIMM, that uses the Williams Hierarchical Integrated Model as a foundation for measuring needs met within and outside of substance use for individuals age 18 and older who report previously considering cutting down on alcohol or drug use. Instrument construction and validation were completed using a first pilot (n=200), a pilot one-re-contact (n=50), and a final administration (n=420). The scale development process allowed for initial validation of the WHIMM, including measurement of inter-item reliability, test-retest reliability, correlation between subscales, and construct validity. In addition, a scoring metric was developed to allow an individual’s WHIMM results to be interpreted based upon the national normative sample used for the present study. The overall WHIMM and each of the subscales for the Global and Substance Use forms yielded Cronbach’s alpha inter-item reliability coefficients equal to or greater than .90. Test-retest reliability for the WHIMM Global and Substance Use forms was generally adequate with the majority of subscales producing a minimum test-retest reliability coefficient of .70. The construct validity tests of the WHIMM demonstrated that the constructs measured by the WHIMM differ substantially from the constructs that are measured by the Alcohol Use Disorders Identification Test (AUDIT; Babor, Higgins-Biddle, Saunders, & Monteiro, 2001) and Drug Abuse Screening Test (DAST; Skinner, 1982). Exploratory factor analysis loosely supported the Williams Hierarchical Integrated Model’s discrete but interrelated elements. There were statistically-significant differences between scores on the WHIMM Global and WHIMM Substance Use forms. Implications, limitations, and suggestions for future research are also presented.
DOI
http://dx.doi.org/10.21220/W4159S
Rights
© The Author
Recommended Citation
Williams, Amy Elizabeth, "Williams Hierarchical Integrated Model Measurement: Assessment Design, Construction, and Initial Validation" (2016). Dissertations, Theses, and Masters Projects. William & Mary. Paper 1.
http://dx.doi.org/10.21220/W4159S
