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测量家庭科学中的构念:项目反应理论如何提高精度和效度?

Measuring Constructs in Family Science: How Can Item Response Theory Improve Precision and Validity?

作者信息

Gordon Rachel A

机构信息

Department of Sociology and Institute of Government and Public Affairs, University of Illinois at Chicago, 815 West Van Buren St., Suite 525, Chicago, IL 60607.

出版信息

J Marriage Fam. 2015 Feb;77(1):147-176. doi: 10.1111/jomf.12157.

Abstract

This article provides family scientists with an understanding of contemporary measurement perspectives and the ways in which item response theory (IRT) can be used to develop measures with desired evidence of precision and validity for research uses. The article offers a nontechnical introduction to some key features of IRT, including its orientation toward locating items along an underlying dimension and toward estimating precision of measurement for persons with different levels of that same construct. It also offers a didactic example of how the approach can be used to refine conceptualization and operationalization of constructs in the family sciences, using data from the National Longitudinal Survey of Youth 1979 (n = 2,732). Three basic models are considered: (a) the Rasch and (b) two-parameter logistic models for dichotomous items and (c) the Rating Scale Model for multicategory items. Throughout, the author highlights the potential for researchers to elevate measurement to a level on par with theorizing and testing about relationships among constructs.

摘要

本文为家庭科学家提供了对当代测量视角的理解,以及项目反应理论(IRT)可用于开发具有所需精度和效度证据以供研究使用的测量方法。本文对IRT的一些关键特征进行了非技术性介绍,包括其沿着潜在维度定位项目以及估计具有相同构念不同水平的人的测量精度的取向。它还提供了一个教学示例,展示了如何使用1979年全国青年纵向调查(n = 2732)的数据,将该方法用于完善家庭科学中构念的概念化和操作化。文中考虑了三种基本模型:(a)用于二分项目的拉施模型和(b)双参数逻辑模型,以及(c)用于多类别项目的评分量表模型。在整个过程中,作者强调了研究人员将测量提升到与构念之间关系的理论化和测试相当水平的潜力。

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本文引用的文献

1
Factor Analysis of Ordinal Variables: A Comparison of Three Approaches.
Multivariate Behav Res. 2001 Jul 1;36(3):347-87. doi: 10.1207/S15327906347-387.
4
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Struct Equ Modeling. 2010;17(3):510-534. doi: 10.1080/10705511.2010.489379.
6
Identification of developmentally appropriate screening items for disruptive behavior problems in preschoolers.
J Abnorm Child Psychol. 2013 Aug;41(6):851-63. doi: 10.1007/s10802-013-9738-8.
9
Evaluation of the Brief Problem Checklist: child and caregiver interviews to measure clinical progress.
J Consult Clin Psychol. 2010 Aug;78(4):526-36. doi: 10.1037/a0019602.
10
Differential Item Functioning on Antisocial Behavior Scale Items for Adolescents and Young Adults from Single-Parent and Two-Parent Families.
J Psychopathol Behav Assess. 2010 Jun;32(2):157-168. doi: 10.1007/s10862-009-9145-1. Epub 2009 Jun 27.

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