Item response theory for measurement validity

Frances M. Yang, Solon T. Kao

Research output: Contribution to journalArticle

18 Citations (Scopus)

Abstract

Summary: Item response theory (IRT) is an important method of assessing the validity of measurement scales that is underutilized in the field of psychiatry. IRT describes the relationship between a latent trait (e.g., the construct that the scale proposes to assess), the properties of the items in the scale, and respondents' answers to the individual items. This paper introduces the basic premise, assumptions, and methods of IRT. To help explain these concepts we generate a hypothetical scale using three items from a modified, binary (yes/no) response version of the Center for Epidemiological Studies-Depression scale that was administered to 19, 399 respondents. We first conducted a factor analysis to confirm the unidimensionality of the three items and then proceeded with Mplus software to construct the 2-Parameter Logic (2-PL) IRT model of the data, a method which allows for estimates of both item discrimination and item difficulty. The utility of this information both for clinical purposes and for scale construction purposes is discussed. Copyright

Original languageEnglish (US)
Pages (from-to)171-177
Number of pages7
JournalShanghai Archives of Psychiatry
Volume26
Issue number3
DOIs
StatePublished - 2014

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Statistical Factor Analysis
Psychiatry
Epidemiologic Studies
Software
Depression
Surveys and Questionnaires

Keywords

  • CES-D
  • Health and Retirement Study
  • Item Response Theory
  • Latent variable modeling
  • Mplus

ASJC Scopus subject areas

  • Psychiatry and Mental health
  • Neurology

Cite this

Item response theory for measurement validity. / Yang, Frances M.; Kao, Solon T.

In: Shanghai Archives of Psychiatry, Vol. 26, No. 3, 2014, p. 171-177.

Research output: Contribution to journalArticle

Yang, Frances M. ; Kao, Solon T. / Item response theory for measurement validity. In: Shanghai Archives of Psychiatry. 2014 ; Vol. 26, No. 3. pp. 171-177.
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