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Published in: BMC Medical Research Methodology 1/2019

Open Access 01-12-2019 | Research article

Validation of the short assessment of health literacy (SAHL-D) and short-form development: Rasch analysis

Authors: A. J. Woudstra, C. S. Meppelink, H. Pander Maat, J. Oosterhaven, M. P. Fransen, A. L. Dima

Published in: BMC Medical Research Methodology | Issue 1/2019

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Abstract

Background

Accurate measurement of health literacy is essential to improve accessibility and effectiveness of health care and prevention. One measure frequently applied in international research is the Short Assessment of Health Literacy (SAHL). While the Dutch SAHL (SAHL-D) has proven to be valid and reliable, its administration is time consuming and burdensome for participants. Our aim was to further validate, strengthen and shorten the SAHL-D using Rasch analysis.

Methods

Available cross-sectional SAHL-D data was used from adult samples (N = 1231) to assess unidimensionality, local independence, item fit, person fit, item hierarchy, scale targeting, precision (person reliability and person separation), and presence of differential item functioning (DIF) depending on age, gender, education and study sample.

Results

Thirteen items for a short form were selected based on item fit and DIF, and scale properties were compared between the two forms. The long form had several items with DIF for age, gender, educational level and study sample. Both forms showed lower measurement precision at higher health literacy levels.

Conclusions

The findings support the validity and reliability of the SAHL-D for the long form and the short form, which can be used for a rapid assessment of health literacy in research and clinical practice.
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Literature
1.
go back to reference Nielsen-Bohlman LPA, Panzer AM, Kindig DA. Health literacy: a prescription to end confusion. Washington, D.C.: Institute of Medicine of the National Academics; 2004. Nielsen-Bohlman LPA, Panzer AM, Kindig DA. Health literacy: a prescription to end confusion. Washington, D.C.: Institute of Medicine of the National Academics; 2004.
2.
go back to reference Berkman ND, Sheridan SL, Donahue KE, Halpern DJ, Crotty K. Low health literacy and health outcomes: an updated systematic review. Ann Intern Med. 2011;155:97–107.CrossRef Berkman ND, Sheridan SL, Donahue KE, Halpern DJ, Crotty K. Low health literacy and health outcomes: an updated systematic review. Ann Intern Med. 2011;155:97–107.CrossRef
3.
go back to reference Levy H, Janke A. Health literacy and access to care. J Health Commun. 2016;21(Suppl 1):43–50.CrossRef Levy H, Janke A. Health literacy and access to care. J Health Commun. 2016;21(Suppl 1):43–50.CrossRef
4.
go back to reference Mantwill S, Monestel-Umana S, Schulz PJ. The relationship between health literacy and health disparities: a systematic review. PLoS One. 2015;10:e0145455.CrossRef Mantwill S, Monestel-Umana S, Schulz PJ. The relationship between health literacy and health disparities: a systematic review. PLoS One. 2015;10:e0145455.CrossRef
5.
go back to reference Sørensen K, Pelikan JM, Röthlin F, Ganahl K, Slonska Z, Doyle G, et al. Health literacy in Europe: comparative results of the European health literacy survey (HLS-EU). Eur J Pub Health. 2015;25:1053–8.CrossRef Sørensen K, Pelikan JM, Röthlin F, Ganahl K, Slonska Z, Doyle G, et al. Health literacy in Europe: comparative results of the European health literacy survey (HLS-EU). Eur J Pub Health. 2015;25:1053–8.CrossRef
6.
go back to reference Kutner M, Greenberg E, Jin Y, Paulsen C. The health literacy of America's adults: results from the 2003 National Assessment of adult literacy; 2006. Kutner M, Greenberg E, Jin Y, Paulsen C. The health literacy of America's adults: results from the 2003 National Assessment of adult literacy; 2006.
7.
go back to reference Hahn EA, Choi SW, Griffith JW, Yost KJ, Baker DW. Health literacy assessment using talking touchscreen technology (health LiTT): a new item response theory-based measure of health literacy. J Health Commun. 2011;16(Suppl 3):150–62.CrossRef Hahn EA, Choi SW, Griffith JW, Yost KJ, Baker DW. Health literacy assessment using talking touchscreen technology (health LiTT): a new item response theory-based measure of health literacy. J Health Commun. 2011;16(Suppl 3):150–62.CrossRef
8.
go back to reference Nguyen TH, Paasche-Orlow MK, McCormack LA. The state of the science of health literacy measurement. Stud Health Technol Inform. 2017;240:17–33.PubMedPubMedCentral Nguyen TH, Paasche-Orlow MK, McCormack LA. The state of the science of health literacy measurement. Stud Health Technol Inform. 2017;240:17–33.PubMedPubMedCentral
9.
go back to reference Nguyen TH, Paasche-Orlow MK, Kim MT, Han HR, Chan KS. Modern measurement approaches to health literacy scale development and refinement: overview, current uses, and next steps. J Health Commun. 2015;20(Suppl 2):112–5.CrossRef Nguyen TH, Paasche-Orlow MK, Kim MT, Han HR, Chan KS. Modern measurement approaches to health literacy scale development and refinement: overview, current uses, and next steps. J Health Commun. 2015;20(Suppl 2):112–5.CrossRef
10.
go back to reference Richtering SS, Morris R, Soh SE, Barker A, Bampi F, Neubeck L, et al. Examination of an eHealth literacy scale and a health literacy scale in a population with moderate to high cardiovascular risk: Rasch analyses. PLoS One. 2017;12:e0175372.CrossRef Richtering SS, Morris R, Soh SE, Barker A, Bampi F, Neubeck L, et al. Examination of an eHealth literacy scale and a health literacy scale in a population with moderate to high cardiovascular risk: Rasch analyses. PLoS One. 2017;12:e0175372.CrossRef
11.
go back to reference Pander Maat H, Essink-Bot ML, Leenaars KE, Fransen MP. A short assessment of health literacy (SAHL) in the Netherlands. BMC Public Health. 2014;14:990.CrossRef Pander Maat H, Essink-Bot ML, Leenaars KE, Fransen MP. A short assessment of health literacy (SAHL) in the Netherlands. BMC Public Health. 2014;14:990.CrossRef
12.
go back to reference Fan X. Item response theory and classical test theory: an empirical comparison of their item/person statistics. Educ Psychol Meas. 1998;58:357–81.CrossRef Fan X. Item response theory and classical test theory: an empirical comparison of their item/person statistics. Educ Psychol Meas. 1998;58:357–81.CrossRef
13.
go back to reference Wright BD, Masters GN. Rating scale analysis. Rasch measurement; 1982. Wright BD, Masters GN. Rating scale analysis. Rasch measurement; 1982.
14.
go back to reference Tennant A, Conaghan PG. The Rasch measurement model in rheumatology: what is it and why use it? When should it be applied, and what should one look for in a Rasch paper? Arthritis Rheum. 2007;57:1358–62.CrossRef Tennant A, Conaghan PG. The Rasch measurement model in rheumatology: what is it and why use it? When should it be applied, and what should one look for in a Rasch paper? Arthritis Rheum. 2007;57:1358–62.CrossRef
15.
go back to reference Boone WJ. Rasch analysis for instrument development: why, when, and how? CBE Life Sci Educ. 2016;15: rm4.CrossRef Boone WJ. Rasch analysis for instrument development: why, when, and how? CBE Life Sci Educ. 2016;15: rm4.CrossRef
16.
go back to reference Smits N, Cuijpers P, van Straten A. Applying computerized adaptive testing to the CES-D scale: a simulation study. Psychiatry Res. 2011;188:147–55.CrossRef Smits N, Cuijpers P, van Straten A. Applying computerized adaptive testing to the CES-D scale: a simulation study. Psychiatry Res. 2011;188:147–55.CrossRef
18.
go back to reference Meppelink SEG, Buurman BM, van Weert JC. Should we be afraid of simple messages? The effects of text difficulty and illustrations in people with low or high health literacy. Health Commun. 2015;30:1181–9.CrossRef Meppelink SEG, Buurman BM, van Weert JC. Should we be afraid of simple messages? The effects of text difficulty and illustrations in people with low or high health literacy. Health Commun. 2015;30:1181–9.CrossRef
19.
go back to reference Meppelink v WJCM, Haven CJ, Smit EG. The effectiveness of health animations in audiences with different health literacy levels: an experimental study. J Med Internet Res. 2015;17:e11.CrossRef Meppelink v WJCM, Haven CJ, Smit EG. The effectiveness of health animations in audiences with different health literacy levels: an experimental study. J Med Internet Res. 2015;17:e11.CrossRef
20.
go back to reference Merskey H, Bogduk N. Classification of chronic pain 2nd ed. Seattle: IASP Press; 1994. Merskey H, Bogduk N. Classification of chronic pain 2nd ed. Seattle: IASP Press; 1994.
21.
go back to reference UNESCO. ISCED: International Standard Classification of Education; 2011. UNESCO. ISCED: International Standard Classification of Education; 2011.
22.
go back to reference Osborn CY, Paasche-Orlow MK, Davis TC, Wolf MS. Health literacy: an overlooked factor in understanding HIV health disparities. Am J Prev Med. 2007;33:374–8.CrossRef Osborn CY, Paasche-Orlow MK, Davis TC, Wolf MS. Health literacy: an overlooked factor in understanding HIV health disparities. Am J Prev Med. 2007;33:374–8.CrossRef
23.
go back to reference Ownby RL, Acevedo A, Waldrop-Valverde D, Jacobs RJ. Is the cloze procedure appropriate to evaluate health literacy in older individuals? Age effects in the test of functional health literacy in adults. J Aging Res. 2014;2014:194635.CrossRef Ownby RL, Acevedo A, Waldrop-Valverde D, Jacobs RJ. Is the cloze procedure appropriate to evaluate health literacy in older individuals? Age effects in the test of functional health literacy in adults. J Aging Res. 2014;2014:194635.CrossRef
24.
go back to reference Linacre JM. WINSTEPS Rasch measurement computer program. Beaverton, Oregon: Winsteps.com; 2006. Linacre JM. WINSTEPS Rasch measurement computer program. Beaverton, Oregon: Winsteps.com; 2006.
25.
go back to reference Institute of Medicine (US) Roundtable of Health Literacy. Measures of health literacy: workshop summary. Washington DC: National Academies Press; 2009. Institute of Medicine (US) Roundtable of Health Literacy. Measures of health literacy: workshop summary. Washington DC: National Academies Press; 2009.
26.
go back to reference Nguyen J, Moorhouse M, Curbow B, Christie J, Walsh-Childers K, Islam S. Construct validity of the eHealth literacy scale (eHEALS) among two adult populations: a Rasch analysis. JMIR Public Health Surveill. 2016;2:e24.CrossRef Nguyen J, Moorhouse M, Curbow B, Christie J, Walsh-Childers K, Islam S. Construct validity of the eHealth literacy scale (eHEALS) among two adult populations: a Rasch analysis. JMIR Public Health Surveill. 2016;2:e24.CrossRef
27.
go back to reference Wright BD, Linacre JM. Reasonable mean-square fit values. Rasch Meas Trans. 1994;8:370. Wright BD, Linacre JM. Reasonable mean-square fit values. Rasch Meas Trans. 1994;8:370.
28.
go back to reference Bond TG, Fox CM. Applying the Rasch model: Fundamental measurement in the human sciences. New York: Taylor & Francis; 2015. Bond TG, Fox CM. Applying the Rasch model: Fundamental measurement in the human sciences. New York: Taylor & Francis; 2015.
30.
go back to reference Linacre JM. Winsteps® Rasch measurement computer program User’s guide. Beaverton, Oregon: Winsteps.com; 2017. Linacre JM. Winsteps® Rasch measurement computer program User’s guide. Beaverton, Oregon: Winsteps.com; 2017.
31.
go back to reference Linacre JM. Local independence and residual covariance: a study of olympic figure skating ratings. J Appl Meas. 2009;10:13. Linacre JM. Local independence and residual covariance: a study of olympic figure skating ratings. J Appl Meas. 2009;10:13.
32.
go back to reference IBM SPSS Statistics for Windows, Version 24.0. Armonk, NY IM Corp; 2016. IBM SPSS Statistics for Windows, Version 24.0. Armonk, NY IM Corp; 2016.
33.
go back to reference Linacre JM. A User's guide to WINSTEPS. Rasch-model computer programs; 2016. Linacre JM. A User's guide to WINSTEPS. Rasch-model computer programs; 2016.
34.
go back to reference Sørensen K, Van den Broucke S, Fullam J, Doyle G, Pelikan J, Slonska Z, et al. Health literacy and public health: a systematic review and integration of definitions and models. BMC Public Health. 2012;12:80.CrossRef Sørensen K, Van den Broucke S, Fullam J, Doyle G, Pelikan J, Slonska Z, et al. Health literacy and public health: a systematic review and integration of definitions and models. BMC Public Health. 2012;12:80.CrossRef
35.
go back to reference Weiss BD, Mays MZ, Martz W, Castro KM, DeWalt DA, Pignone MP, et al. Quick assessment of literacy in primary care: the newest vital sign. Ann Fam Med. 2005;3:514–22. Weiss BD, Mays MZ, Martz W, Castro KM, DeWalt DA, Pignone MP, et al. Quick assessment of literacy in primary care: the newest vital sign. Ann Fam Med. 2005;3:514–22.
36.
go back to reference Sudore RL, Mehta KM, Simonsick EM, Harris TB, Newman AB, Satterfield S, et al. Limited literacy in older people and disparities in health and healthcare access. J Am Geriatr Soc. 2006;54:770–6.CrossRef Sudore RL, Mehta KM, Simonsick EM, Harris TB, Newman AB, Satterfield S, et al. Limited literacy in older people and disparities in health and healthcare access. J Am Geriatr Soc. 2006;54:770–6.CrossRef
37.
go back to reference Tsubakita T, Kawazoe N, Kasano E. A new functional health literacy scale for Japanese young adults based on item response theory. Asia Pac J Public Health. 2017;29:149–58.CrossRef Tsubakita T, Kawazoe N, Kasano E. A new functional health literacy scale for Japanese young adults based on item response theory. Asia Pac J Public Health. 2017;29:149–58.CrossRef
38.
go back to reference Weiss BD. Health literacy: a manual for clinicians American Medical Association/American Medical Association Foundation; 2003. Weiss BD. Health literacy: a manual for clinicians American Medical Association/American Medical Association Foundation; 2003.
39.
go back to reference Chew LD, Griffin JM, Partin MR, Noorbaloochi S, Grill JP, Snyder A, et al. Validation of screening questions for limited health literacy in a large VA outpatient population. J Gen Intern Med. 2008;23:561–6.CrossRef Chew LD, Griffin JM, Partin MR, Noorbaloochi S, Grill JP, Snyder A, et al. Validation of screening questions for limited health literacy in a large VA outpatient population. J Gen Intern Med. 2008;23:561–6.CrossRef
40.
go back to reference Ishikawa H, Nomura K, Sato M, Yano E. Developing a measure of communicative and critical health literacy: a pilot study of Japanese office workers. Health Promot Int. 2008;23:269–74.CrossRef Ishikawa H, Nomura K, Sato M, Yano E. Developing a measure of communicative and critical health literacy: a pilot study of Japanese office workers. Health Promot Int. 2008;23:269–74.CrossRef
41.
go back to reference Mackert M, Donovan EE, Mabry A, Guadagno M, Stout PA. Stigma and health literacy: an agenda for advancing reearch and practice. Am J Health Behav. 2014;38:690–8.CrossRef Mackert M, Donovan EE, Mabry A, Guadagno M, Stout PA. Stigma and health literacy: an agenda for advancing reearch and practice. Am J Health Behav. 2014;38:690–8.CrossRef
Metadata
Title
Validation of the short assessment of health literacy (SAHL-D) and short-form development: Rasch analysis
Authors
A. J. Woudstra
C. S. Meppelink
H. Pander Maat
J. Oosterhaven
M. P. Fransen
A. L. Dima
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Medical Research Methodology / Issue 1/2019
Electronic ISSN: 1471-2288
DOI
https://doi.org/10.1186/s12874-019-0762-4

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