Literature DB >> 17031500

Computerized adaptive testing of diabetes impact: a feasibility study of Hispanics and non-Hispanics in an active clinic population.

Carolyn Schwartz1, Garry Welch, Paula Santiago-Kelley, Rita Bode, Xiaowu Sun.   

Abstract

BACKGROUND: Diabetes is a leading cause of death and disability in the US and is twice as common among Hispanic Americans as non-Hispanics. The societal costs of diabetes provide an impetus for developing tools that can improve patient care and delay or prevent diabetes complications.
METHODS: We implemented a feasibility study of a Computerized Adaptive Test (CAT) to measure diabetes impact using a sample of 103 English- and 97 Spanish-speaking patients (mean age = 56.5, 66.5% female) in a community medical center with a high proportion of minority patients (28% African-American). The 37 items of the Diabetes Impact Survey were translated using forward-backward translation and cognitive debriefing. Participants were randomized to receive either the full-length tool or the Diabetes-CAT first, in the patient's native language.
RESULTS: The number of items and the amount of time to complete the survey for the CAT was reduced to one-sixth the amount for the full-length tool in both languages, across disease severity. Confirmatory Factor Analysis confirmed that the Diabetes Impact Survey is unidimensional. The Diabetes-CAT demonstrated acceptable internal consistency reliability, construct validity, and discriminant validity in the overall sample, although subgroup analyses suggested that the English sample data evidenced higher levels of reliability and validity than the Spanish sample and issues with discriminant validity in the Spanish sample. Differential Item Function analysis revealed differences in responses tendencies by language group in 3 of the 37 items. Participant interviews suggested that the Spanish-speaking patients generally preferred the paper survey to the computer-assisted tool, and were twice as likely to experience difficulties understanding the items.
CONCLUSIONS: While the Diabetes-CAT demonstrated clear advantages in reducing respondent burden as compared to the full-length tool, simplifying the item bank will be necessary for enhancing the feasibility of the Diabetes-CAT for use with low literacy patients.

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Year:  2006        PMID: 17031500     DOI: 10.1007/s11136-006-0008-x

Source DB:  PubMed          Journal:  Qual Life Res        ISSN: 0962-9343            Impact factor:   4.147


  13 in total

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2.  Standards of medical care in diabetes.

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Authors:  John E Ware; Mark Kosinski; Jakob B Bjorner; Martha S Bayliss; Alice Batenhorst; Carl G H Dahlöf; Stewart Tepper; Andrew Dowson
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Authors:  Jakob B Bjorner; Mark Kosinski; John E Ware
Journal:  Qual Life Res       Date:  2003-12       Impact factor: 4.147

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Journal:  Qual Life Res       Date:  2003-12       Impact factor: 4.147

7.  Assessment of diabetes-related distress.

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Authors:  Emilie E Agardh; Anders Ahlbom; Tomas Andersson; Suad Efendic; Valdemar Grill; Johan Hallqvist; Claes-Göran Ostenson
Journal:  Diabetes Care       Date:  2004-03       Impact factor: 19.112

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  7 in total

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Authors:  Diane M Turner-Bowker; Renee N Saris-Baglama; Michael A Derosa; Christine A Paulsen; Christopher P Bransfield
Journal:  Patient       Date:  2009-12-01       Impact factor: 3.883

2.  Using qualitative research to inform the development of a comprehensive outcomes assessment for asthma.

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7.  Nonparametric IRT analysis of Quality-of-Life Scales and its application to the World Health Organization Quality-of-Life Scale (WHOQOL-Bref).

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Journal:  Qual Life Res       Date:  2008-02-02       Impact factor: 4.147

  7 in total

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