Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2017

Open Access 01-12-2017 | Short report

A Mokken analysis of the literacy in musculoskeletal problems questionnaire

Authors: Brett Vaughan, Jane Mulcahy, Amy Coffey, Laura Addinsall, Stephanie Ryan, Kylie Fitzgerald

Published in: Health and Quality of Life Outcomes | Issue 1/2017

Login to get access

Abstract

Background

Limited health literacy is known to impact on medication adherence, hospital readmission and potentially poorer health outcomes. The literature on the health literacy of those with musculoskeletal conditions suggests greater functional limitations and increased pain levels. There are a number of measures of health literacy. One that specifically relates to musculoskeletal complaints is the Literacy in Musculoskeletal Problems (LiMP) questionnaire. The LiMP contains 9 multiple choice items that cover anatomy, musculoskeletal conditions and the diagnosis of musculoskeletal complaints. The aim of the study was to evaluate the dimensionality and internal structure of the LiMP in patients attending for osteopathy care at a student-led clinic, as a potential measure of musculoskeletal health literacy.

Method

Three hundred and sixty-one (n = 361) new patients attending the Victoria University Osteopathy Clinic completed the LiMP and a demographic and health information questionnaire prior to their initial consultation. Mokken scale analysis, a nonparametric item response theory approach, was used to evaluate the dimensionality and structure of the LiMP in this population, to ascertain whether the questionnaire was measuring a single latent construct – musculoskeletal health literacy. McDonald’s omega and Cronbach’s alpha were calculated as the reliability estimations. The relationship between the LiMP and a single item screen of health literacy was also undertaken.

Results

The 9 items on the LiMP did not form a Mokken scale and the reliability estimations were below an acceptable level (alpha and omega <0.45). LiMP items 5 and 8 were more likely to be answered correctly by those with higher health literacy (p < 0.05), however the effect sizes were small (<0.20).

Conclusion

Calculation of a total score for the LiMP, as advocated by the original authors, is not supported based on data in the present study. Further research is required to explore the relationship of the LiMP items to demographic and clinical data, and to other broader measures of health literacy. Further research may also develop a health literacy measure that is specific to patients seeking manual therapy care for musculoskeletal complaints.
Literature
1.
go back to reference Mody GM, Brooks PM. Improving musculoskeletal health: global issues. Best Pract Res Clin Rheumatol. 2012;26:237–49.CrossRefPubMed Mody GM, Brooks PM. Improving musculoskeletal health: global issues. Best Pract Res Clin Rheumatol. 2012;26:237–49.CrossRefPubMed
2.
go back to reference March L, Smith EU, Hoy DG, Cross MJ, Sanchez-Riera L, Blyth F, Buchbinder R, Vos T, Woolf AD. Burden of disability due to musculoskeletal (MSK) disorders. Best Pract Res Clin Rheumatol. 2014;28:353–66.CrossRefPubMed March L, Smith EU, Hoy DG, Cross MJ, Sanchez-Riera L, Blyth F, Buchbinder R, Vos T, Woolf AD. Burden of disability due to musculoskeletal (MSK) disorders. Best Pract Res Clin Rheumatol. 2014;28:353–66.CrossRefPubMed
3.
go back to reference Smith E, Hoy DG, Cross M, Vos T, Naghavi M, Buchbinder R, Woolf AD, March L. The global burden of other musculoskeletal disorders: estimates from the global burden of disease 2010 study. Ann Rheum Dis. 2014;73:1462–9.CrossRefPubMed Smith E, Hoy DG, Cross M, Vos T, Naghavi M, Buchbinder R, Woolf AD, March L. The global burden of other musculoskeletal disorders: estimates from the global burden of disease 2010 study. Ann Rheum Dis. 2014;73:1462–9.CrossRefPubMed
4.
go back to reference Shum J, Poureslami I, Doyle-Waters MM, FitzGerald JM. The application of health literacy measurement tools (collective or individual domains) in assessing chronic disease management: a systematic review protocol. Systematic Reviews. 2016;5:1–8.CrossRef Shum J, Poureslami I, Doyle-Waters MM, FitzGerald JM. The application of health literacy measurement tools (collective or individual domains) in assessing chronic disease management: a systematic review protocol. Systematic Reviews. 2016;5:1–8.CrossRef
5.
go back to reference Malloy-Weir JL, Charles C, Gafni A, Entwistle V. A review of health literacy: definitions, interpretations, and implications for policy initiatives. J Public Health Policy. 2016;37:334–52. Malloy-Weir JL, Charles C, Gafni A, Entwistle V. A review of health literacy: definitions, interpretations, and implications for policy initiatives. J Public Health Policy. 2016;37:334–52.
6.
go back to reference Loke YK, Hinz I, Wang X, Rowlands G, Scott D, Salter C. Impact of health literacy in patients with chronic musculoskeletal disease–systematic review. PLoS One. 2012;7:e40210.CrossRefPubMedPubMedCentral Loke YK, Hinz I, Wang X, Rowlands G, Scott D, Salter C. Impact of health literacy in patients with chronic musculoskeletal disease–systematic review. PLoS One. 2012;7:e40210.CrossRefPubMedPubMedCentral
7.
go back to reference Griffin JM, Partin MR, Noorbaloochi S, Grill JP, Saha S, Snyder A, Nugent S, Simon AB, Gralnek I, Provenzale D, et al. Variation in estimates of limited health literacy by assessment instruments and non-response bias. J Gen Intern Med. 2010;25:675–81.CrossRefPubMedPubMedCentral Griffin JM, Partin MR, Noorbaloochi S, Grill JP, Saha S, Snyder A, Nugent S, Simon AB, Gralnek I, Provenzale D, et al. Variation in estimates of limited health literacy by assessment instruments and non-response bias. J Gen Intern Med. 2010;25:675–81.CrossRefPubMedPubMedCentral
8.
go back to reference Vaughan B, Mulcahy J, Fitzgerald K. Health literacy screening of patients attending a student-led osteopathy clinic: a pilot investigation. Complement Ther Clin Pract. 2016;24:41–4.CrossRefPubMed Vaughan B, Mulcahy J, Fitzgerald K. Health literacy screening of patients attending a student-led osteopathy clinic: a pilot investigation. Complement Ther Clin Pract. 2016;24:41–4.CrossRefPubMed
9.
10.
go back to reference Jordan JE, Osborne RH, Buchbinder R. Critical appraisal of health literacy indices revealed variable underlying constructs, narrow content and psychometric weaknesses. J Clin Epidemiol. 2011;64:366–79.CrossRefPubMed Jordan JE, Osborne RH, Buchbinder R. Critical appraisal of health literacy indices revealed variable underlying constructs, narrow content and psychometric weaknesses. J Clin Epidemiol. 2011;64:366–79.CrossRefPubMed
11.
go back to reference Collins SA, Currie LM, Bakken S, Vawdrey DK, Stone PW. Health literacy screening instruments for eHealth applications: a systematic review. J Biomed Inform. 2012;45:598–607.CrossRefPubMedPubMedCentral Collins SA, Currie LM, Bakken S, Vawdrey DK, Stone PW. Health literacy screening instruments for eHealth applications: a systematic review. J Biomed Inform. 2012;45:598–607.CrossRefPubMedPubMedCentral
12.
go back to reference Rosenbaum AJ, Uhl RL, Rankin EA, Mulligan MT. Social and cultural barriers: understanding musculoskeletal health literacy. J Bone Joint Surg Am. 2016;98:607–15.CrossRefPubMed Rosenbaum AJ, Uhl RL, Rankin EA, Mulligan MT. Social and cultural barriers: understanding musculoskeletal health literacy. J Bone Joint Surg Am. 2016;98:607–15.CrossRefPubMed
13.
go back to reference Briggs AM, Jordan JE, Buchbinder R, Burnett AF, O’Sullivan PB, Chua JYY, Osborne RH, Straker LM. Health literacy and beliefs among a community cohort with and without chronic low back pain. Pain. 2010;150:275–83.CrossRefPubMed Briggs AM, Jordan JE, Buchbinder R, Burnett AF, O’Sullivan PB, Chua JYY, Osborne RH, Straker LM. Health literacy and beliefs among a community cohort with and without chronic low back pain. Pain. 2010;150:275–83.CrossRefPubMed
14.
go back to reference Rosenbaum AJ, Pauze D, Pauze D, Robak N, Zade R, Mulligan M, Uhl RL. Health literacy in patients seeking Orthopaedic care: results of the literacy in musculoskeletal problems (LIMP) project. Iowa Orthop J. 2015;35:187.PubMedPubMedCentral Rosenbaum AJ, Pauze D, Pauze D, Robak N, Zade R, Mulligan M, Uhl RL. Health literacy in patients seeking Orthopaedic care: results of the literacy in musculoskeletal problems (LIMP) project. Iowa Orthop J. 2015;35:187.PubMedPubMedCentral
15.
go back to reference Rosenbaum AJ, Dunkman A, Goldberg D, Uhl RL, Mulligan M. A cross-sectional study of musculoskeletal health literacy in patients with carpal tunnel syndrome. Hand. 2016;11:330–35. Rosenbaum AJ, Dunkman A, Goldberg D, Uhl RL, Mulligan M. A cross-sectional study of musculoskeletal health literacy in patients with carpal tunnel syndrome. Hand. 2016;11:330–35.
16.
go back to reference Rosenbaum AJ, Tartaglione J, Abousayed M, Uhl RL, Mulligan MT, Alley M, DiPreta JA. Musculoskeletal health literacy in patients with foot and ankle injuries a cross-sectional survey of comprehension. Foot Ankle Specialist. 2016;9:31–6.CrossRefPubMed Rosenbaum AJ, Tartaglione J, Abousayed M, Uhl RL, Mulligan MT, Alley M, DiPreta JA. Musculoskeletal health literacy in patients with foot and ankle injuries a cross-sectional survey of comprehension. Foot Ankle Specialist. 2016;9:31–6.CrossRefPubMed
17.
go back to reference Rosenbaum AJ, Phillips N, Patel N, Uhl R, Mulligan M, Pauze D, Pauze D, Robak N. Assessment of orthopaedic literacy in an urban emergency department: pilot results of the literacy in musculoskeletal problems (LiMP) project. Curr Orthop Pract. 2013;24:400–5.CrossRef Rosenbaum AJ, Phillips N, Patel N, Uhl R, Mulligan M, Pauze D, Pauze D, Robak N. Assessment of orthopaedic literacy in an urban emergency department: pilot results of the literacy in musculoskeletal problems (LiMP) project. Curr Orthop Pract. 2013;24:400–5.CrossRef
18.
go back to reference Rosenbaum AJ, Uhl RL, Mulligan M, Pauze D, Pauze D, Robak N. Third place: do rates and risk factors for limited musculoskeletal health literacy differ between patients in the emergency department and patients in an outpatient orthopaedic surgery practice? Curr Orthop Pract. 2015;26:343–8.CrossRef Rosenbaum AJ, Uhl RL, Mulligan M, Pauze D, Pauze D, Robak N. Third place: do rates and risk factors for limited musculoskeletal health literacy differ between patients in the emergency department and patients in an outpatient orthopaedic surgery practice? Curr Orthop Pract. 2015;26:343–8.CrossRef
19.
go back to reference Weiss BD, Mays MZ, Martz W, Castro KM, DeWalt DA, Pignone MP, Mockbee J, Hale FA. Quick assessment of literacy in primary care: the newest vital sign. Ann Fam Med. 2005;3:514–22.CrossRefPubMedPubMedCentral Weiss BD, Mays MZ, Martz W, Castro KM, DeWalt DA, Pignone MP, Mockbee J, Hale FA. Quick assessment of literacy in primary care: the newest vital sign. Ann Fam Med. 2005;3:514–22.CrossRefPubMedPubMedCentral
22.
go back to reference van Ginkel JR, Sijtsma K, van der Ark LA, Vermunt JK. Incidence of missing item scores in personality measurement, and simple item-score imputation. Methodology. 2010;6:17–30.CrossRef van Ginkel JR, Sijtsma K, van der Ark LA, Vermunt JK. Incidence of missing item scores in personality measurement, and simple item-score imputation. Methodology. 2010;6:17–30.CrossRef
24.
go back to reference Mokken RJ. A theory and procedure of scale analysis: With applications in political research, vol. 1: Walter de Gruyter; 1971. Mokken RJ. A theory and procedure of scale analysis: With applications in political research, vol. 1: Walter de Gruyter; 1971.
25.
go back to reference Sijtsma K, Meijer RR, van der Ark LA. Mokken scale analysis as time goes by: an update for scaling practitioners. Pers Individ Dif. 2011;50:31–7.CrossRef Sijtsma K, Meijer RR, van der Ark LA. Mokken scale analysis as time goes by: an update for scaling practitioners. Pers Individ Dif. 2011;50:31–7.CrossRef
26.
go back to reference Stochl J, Jones PB, Croudace TJ. Mokken scale analysis of mental health and well-being questionnaire item responses: a non-parametric IRT method in empirical research for applied health researchers. BMC Med Res Methodol. 2012;12:1–16. doi:10.1186/1471-2288-12-74. Stochl J, Jones PB, Croudace TJ. Mokken scale analysis of mental health and well-being questionnaire item responses: a non-parametric IRT method in empirical research for applied health researchers. BMC Med Res Methodol. 2012;12:1–16. doi:10.​1186/​1471-2288-12-74.
27.
go back to reference Van der Ark LA. New developments in Mokken scale analysis in R. J Stat Softw. 2012;48:1–27. Van der Ark LA. New developments in Mokken scale analysis in R. J Stat Softw. 2012;48:1–27.
28.
go back to reference Wind SA. An instructional module on Mokken scale analysis. Educ Meas Issues Pract. 2017;36:50–66. Wind SA. An instructional module on Mokken scale analysis. Educ Meas Issues Pract. 2017;36:50–66.
29.
go back to reference Zinbarg RE, Revelle W, Yovel I, Li W. Cronbach’s α, Revelle’s β, and McDonald’s ω H: their relations with each other and two alternative conceptualizations of reliability. Psychometrika. 2005;70:123–33.CrossRef Zinbarg RE, Revelle W, Yovel I, Li W. Cronbach’s α, Revelle’s β, and McDonald’s ω H: their relations with each other and two alternative conceptualizations of reliability. Psychometrika. 2005;70:123–33.CrossRef
31.
go back to reference Hermsen LA, Leone SS, Smalbrugge M, Knol DL, van der Horst HE, Dekker J. Exploring the aggregation of four functional measures in a population of older adults with joint pain and comorbidity. BMC Geriatr. 2013;13:119. doi:10.1186/1471-2318-13-119. Hermsen LA, Leone SS, Smalbrugge M, Knol DL, van der Horst HE, Dekker J. Exploring the aggregation of four functional measures in a population of older adults with joint pain and comorbidity. BMC Geriatr. 2013;13:119. doi:10.​1186/​1471-2318-13-119.
32.
go back to reference Revelle W, Zinbarg RE. Coefficients alpha, beta, omega, and the glb: comments on Sijtsma. Psychometrika. 2009;74:145–54.CrossRef Revelle W, Zinbarg RE. Coefficients alpha, beta, omega, and the glb: comments on Sijtsma. Psychometrika. 2009;74:145–54.CrossRef
33.
go back to reference Crutzen R, Peters G-JY. Scale quality: alpha is an inadequate estimate and factor-analytic evidence is needed first of all. Health Psychol Rev. 2017;11:242–47. Crutzen R, Peters G-JY. Scale quality: alpha is an inadequate estimate and factor-analytic evidence is needed first of all. Health Psychol Rev. 2017;11:242–47.
34.
go back to reference Schmidt FL, Le H, Ilies R. Beyond alpha: an empirical examination of the effects of different sources of measurement error on reliability estimates for measures of individual-differences constructs. Psychol Methods. 2003;8:206–24. Schmidt FL, Le H, Ilies R. Beyond alpha: an empirical examination of the effects of different sources of measurement error on reliability estimates for measures of individual-differences constructs. Psychol Methods. 2003;8:206–24.
35.
go back to reference Chew LD, Griffin JM, Partin MR, Noorbaloochi S, Grill JP, Snyder A, Bradley KA, Nugent SM, Baines AD, VanRyn M. Validation of screening questions for limited health literacy in a large VA outpatient population. J Gen Intern Med. 2008;23:561–6.CrossRefPubMedPubMedCentral Chew LD, Griffin JM, Partin MR, Noorbaloochi S, Grill JP, Snyder A, Bradley KA, Nugent SM, Baines AD, VanRyn M. Validation of screening questions for limited health literacy in a large VA outpatient population. J Gen Intern Med. 2008;23:561–6.CrossRefPubMedPubMedCentral
Metadata
Title
A Mokken analysis of the literacy in musculoskeletal problems questionnaire
Authors
Brett Vaughan
Jane Mulcahy
Amy Coffey
Laura Addinsall
Stephanie Ryan
Kylie Fitzgerald
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2017
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/s12955-017-0826-2

Other articles of this Issue 1/2017

Health and Quality of Life Outcomes 1/2017 Go to the issue