Development and validation of a short-form, Rapid Estimate of Adult Literacy in Medicine

Medical Care

Volumn 45, Issue 11, 2007, Pages 1026-1033

  Arozullah, Ahsan M ^a,b,g   Yarnold, Paul R ^c   Bennett, Charles L ^a,c,g   Soltysik, Robert C ^a,g   Wolf, Michael S ^c   Ferreira, Rosario M ^a,c,g   Lee, Shoou Yih D ^d   Costello, Stacey ^a,g   Shakir, Adil ^a,g   Denwood, Caroline ^a,g   Bryant, Fred B ^e   Davis, Terry ^f  

^a JESSE BROWN VA MEDICAL CENTER   (United States)

^b UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

^c NORTHWESTERN UNIVERSITY   (United States)

^d UNIVERSITY OF NORTH CAROLINA   (United States)

^e LOYOLA UNIVERSITY CHICAGO   (United States)

^f Louisiana State University Health Sciences Center   (United States)

^g Center for Management of Complex Chronic Care   (United States)

Author keywords

Literacy; Socioeconomic factors; Survey research; Underserved population

Indexed keywords

ADULT; AGED; ARTICLE; EDUCATIONAL STATUS; FEMALE; HOSPITAL; HUMAN; MALE; MIDDLE AGED; QUESTIONNAIRE; REPRODUCIBILITY; TIME;

ADULT; AGED; EDUCATIONAL STATUS; FEMALE; HOSPITALS; HUMANS; MALE; MIDDLE AGED; QUESTIONNAIRES; REPRODUCIBILITY OF RESULTS; TIME FACTORS;

EID: 37349059603     PISSN: 00257079     EISSN: None     Source Type: Journal    
DOI: 10.1097/MLR.0b013e3180616c1b     Document Type: Article

References (35)

1. Nielsen-Bohlman L, Panzer A, Kindig D. Health Literacy: A Prescription to End Confusion. Washington, DC: Institute of Medicine of the National Academies; 2003.
2. Davis TC, Crouch MA, Long SW, et al. Rapid assessment of literacy levels of adult primary care patients. Fam Med. 1991;23:433-435.
3. Davis TC, Long S, Jackson R, et al. Rapid estimate of adult literacy in medicine: a shortened screening instrument. Fam Med. 1993;25:391-395.
4. Davis T, Kennen E, Gazmararian J. Literacy testing in health care research. In: Schwartzberg J, VanGeest J, Wang C, eds. Understanding Health Literacy: Implications for Medicine and Public Health. Chicago, IL: AMA Press; 2005:157-179.
5. DeWalt D, Berkman N, Sheridan D, et al. Literacy and health outcomes: a systematic review of the literature. J Gen Intern Med. 2004;19:1228-1239.
6. Bennett C, Ferreira M, Davis T, et al. Relation between literacy, race, and stage of presentation among low-income patients with prostate cancer. J Clin Oncol. 1998;16:3101-3104.
7. Lindau S, Tomori C, Lyons T, et al. The association of health literacy with cervical cancer prevention knowledge and health behaviors in a multiethnic cohort of women. Am J Obstet Gynecol. 2002;186:938-943.
8. Davis TC, Arnold C, Berkel H, et al. Knowledge and attitude on screening mammography among low-literate, low-income women. Cancer. 1996;78:1912-1920.
9. Ferreira M, Dolan N, Fitzgibbon M, et al. Health care provider-directed intervention to increase colorectal cancer screening among veterans: results of a randomized controlled trial. J Clin Oncol. 2005;23:1548-1554.
10. Arnold C, Davis T, Berkel H, et al. Smoking status, reading level, and knowledge of tobacco effects among low-income pregnant women. Prev Med. 2001;32:313-320.
11. Kaufman H, Skipper B, Small L, et al. Effect of literacy on breastfeeding outcomes. South Med J. 2001;94:293-296.
12. Wolf M, Davis T, Arozullah A, et al. Relation between literacy and HIV treatment knowledge among patients on HAART regimens. AIDS Care. 2005;17:863-873.
13. Williams MV, Baker DW, Honig EG, et al. Inadequate literacy is a barrier to asthma knowledge and self-care. Chest. 1998;114:1008-1015.
14. Conlin K, Schumann L. Literacy in the health care system: a study on open heart surgery patients. J Am Acad Nurse Pract. 2002;14:38-42.
15. Fortenberry J, McFarlane M, Hennessy M, et al. Relation of health literacy to gonorrhoea related care. Sex Transm Infect. 2001;77:206-211.
16. Gordon M, Hampson R, Capell H, et al. Illiteracy in rheumatoid arthritis patients as determined by the Rapid Estimate of Adult Literacy in Medicine (REALM) score. Rheumatology. 2002;41:750-754.
17. Arozullah A, Lee S, Khan T, et al. The roles of low literacy and social support in predicting the preventability of hospital admission. J Gen Intern Med. 2006;21:140-145.
18. Shea J, Beers B, McDonald V, et al. Assessing health literacy in African American and Caucasian adults: disparities in Rapid Estimate of Adult Literacy in Medicine (REALM) scores. Fam Med. 2004;36:575-581.
19. Bass PF, Wilson J, Griffith CH. A shortened instrument for literacy screening. J Gen Int Med. 2003;18:1036-1038.
20. Kleinbaum D, Kupper L, Muller K. Applied Regression Analysis and Other Multivariable Methods. Boston, MA: PWS-Kent Publishing Company; 1988.
21. Joreskog K, Sorbom D. LISREL 8: User's Reference Guide. Chicago, IL: Scientific Software International; 1996.
22. Joreskog K, Sorbom D. PRELIS 2: User's Reference Guide. Chicago, IL: Scientific Software International; 1996.
23. Kline R. Principles and Practice of Structural Equation Modeling. New York, NY: Guilford; 2005.
24. Yarnold PR. Characterizing and circumventing Simpson's Paradox for ordered bivariate data. Educ Psychol Meas. 1996;56:430-442.
25. Jastak S, Wilkinson G. Wide Range Achievement Test - Revised 3. Wilmington, DE: Jastak Associates; 1993.
26. Parker R, Baker D, Williams M, et al. The test of functional health literacy in adults (TOFHLA): a new instrument for measuring patients' literacy skills. J Gen Intern Med. 1995;10:537-545.
27. Satorra A, Bentler P. Corrections to test statistics and standard errors in covariance structure analysis. In: von Eye A, Clogg C, eds. Latent Variables Analysis: Applications for Developmental Research. Thousand Oaks, CA: Sage Publications; 1994:399-419.
28. Steiger J. Structural model evaluation and modification: an interval estimation approach. Multivariate Behav Res. 1990;25:173-180.
29. Bentler PM. Comparative fit indexes in structural models. Psychol Bull. 1990;107:238-246.
30. Tucker L, Lewis C. A reliability coefficient for maximum likelihood factor analysis. Psychometrika. 1973;38:1-10.
31. Baker DW, Gazmararian JA, Sudano J, et al. Health literacy and performance on the Mini-Mental State Examination. Aging Ment Health. 2002;6:22-29.
32. Nurss J, Baker D, Davis T, et al. Difficulties in functional health literacy screening in Spanish-speaking adults. J Reading. 1995;38:632-637.
33. Lee SY, Bender DE, Ruiz RE, et al. Development of an easy-to-use Spanish Health Literacy test. Health Serv Res. 2006;41:1392-1412.
34. Doak C, Doak L, Root J. Teaching Patients With Low-Literacy Skills. Philadelphia, PA: JB Lippincott; 1996.
35. Parikh N, Parker R, Nurss J, et al. Shame and health literacy: the unspoken connection. Patient Educ Couns. 1996;27:33-39.