Literature DB >> 25663714

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

Rachel A Gordon1.   

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.

Entities:  

Keywords:  measurement; methods; theory

Year:  2015        PMID: 25663714      PMCID: PMC4313622          DOI: 10.1111/jomf.12157

Source DB:  PubMed          Journal:  J Marriage Fam        ISSN: 0022-2445


  25 in total

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Authors:  R C Fraley; N G Waller; K A Brennan
Journal:  J Pers Soc Psychol       Date:  2000-02

Review 2.  Controversy and the Rasch model: a characteristic of incompatible paradigms?

Authors:  David Andrich
Journal:  Med Care       Date:  2004-01       Impact factor: 2.983

3.  Measurement equivalence and differential item functioning in family psychology.

Authors:  Jeffrey B Bingenheimer; Stephen W Raudenbush; Tama Leventhal; Jeanne Brooks-Gunn
Journal:  J Fam Psychol       Date:  2005-09

4.  Using SAS PROC NLMIXED to fit item response theory models.

Authors:  Ching-Fan Sheu; Cheng-Te Chen; Ya-Hui Su; Wen-Chung Wang
Journal:  Behav Res Methods       Date:  2005-05

5.  Item factor analysis: current approaches and future directions.

Authors:  R J Wirth; Michael C Edwards
Journal:  Psychol Methods       Date:  2007-03

6.  Doctoral training in statistics, measurement, and methodology in psychology: replication and extension of Aiken, West, Sechrest, and Reno's (1990) survey of PhD programs in North America.

Authors:  Leona S Aiken; Stephen G West; Roger E Millsap
Journal:  Am Psychol       Date:  2008-01

7.  Testing the ruler with item response theory: increasing precision of measurement for relationship satisfaction with the Couples Satisfaction Index.

Authors:  Janette L Funk; Ronald D Rogge
Journal:  J Fam Psychol       Date:  2007-12

Review 8.  Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung.

Authors:  Alan B Shafer
Journal:  J Clin Psychol       Date:  2006-01

9.  Development and validation of a Rasch-derived CES-D short form.

Authors:  Jason C Cole; Adele S Rabin; Tom L Smith; Alan S Kaufman
Journal:  Psychol Assess       Date:  2004-12

10.  Is it prudent to administer all items for each Child Behavior Checklist cross-informant syndrome? Evaluating the psychometric properties of the Youth Self-Report dimensions with confirmatory factor analysis and item response theory.

Authors:  Michael Canute Lambert; Neal Schmitt; Maureen E Samms-Vaughan; Jeong Shin An; Maureen Fairclough; Christine A Nutter
Journal:  Psychol Assess       Date:  2003-12
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  5 in total

1.  Refining the assessment of disrupted maternal communication: Using item response models to identify central indicators of disrupted behavior.

Authors:  John D Haltigan; Sheri Madigan; Elisa Bronfman; Heidi N Bailey; Catherine Borland-Kerr; Roger Mills-Koonce; Karlen Lyons-Ruth
Journal:  Dev Psychopathol       Date:  2017-12-17

2.  Validity of the Food Insecurity Experience Scale for Use in Sub-Saharan Africa and Characteristics of Food-Insecure Individuals.

Authors:  Edwina A Wambogo; Hala Ghattas; Kenneth L Leonard; Nadine R Sahyoun
Journal:  Curr Dev Nutr       Date:  2018-07-20

3.  Using Item Response Theory to evaluate the psychometric characteristics of questions in a Brazilian programme and the performance of dental teams in primary care.

Authors:  Suellen R Mendes; Renata C Martins; Juliana V M Mambrini; Antônio Thomaz G Matta-Machado; Grazielle C M Mattos; Jennifer E Gallagher; Mauro H N G Abreu
Journal:  PLoS One       Date:  2019-05-31       Impact factor: 3.240

4.  Development, validation and item reduction of a food literacy questionnaire (IFLQ-19) with Australian adults.

Authors:  Courtney Thompson; Rebecca Byrne; Jean Adams; Helen Anna Vidgen
Journal:  Int J Behav Nutr Phys Act       Date:  2022-09-01       Impact factor: 8.915

5.  Validity of the Food Insecurity Experience Scale (FIES) for Use in League of Arab States (LAS) and Characteristics of Food Insecure Individuals by the Human Development Index (HDI).

Authors:  Olfat B Sheikomar; Wesley Dean; Hala Ghattas; Nadine R Sahyoun
Journal:  Curr Dev Nutr       Date:  2021-03-04
  5 in total

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