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Observational Study
. 2014 Jun;472(6):1868-76.
doi: 10.1007/s11999-014-3504-2. Epub 2014 Feb 19.

Education attainment is associated with patient-reported outcomes: findings from the Swedish Hip Arthroplasty Register

Affiliations
Observational Study

Education attainment is associated with patient-reported outcomes: findings from the Swedish Hip Arthroplasty Register

Meridith E Greene et al. Clin Orthop Relat Res. 2014 Jun.

Abstract

Background: Age, sex, and medical comorbidities may be associated with differences in patient-reported outcome scores after THA. Highest level of education may be a surrogate for socioeconomic status, but the degree to which this is associated with patient-reported outcomes after THA is not known.

Questions/purposes: We investigated the national Swedish Hip Arthroplasty Register for the association of education attainment on patient-reported outcomes 1 year after THA; specifically, we evaluated level of education attainment against health-related quality of life (HRQoL), pain reduction, and satisfaction with treatment 1 year after THA.

Methods: All THAs for osteoarthritis performed from 2005 through 2007 with complete patient-reported outcome measures (representing 49% of the THAs performed for this diagnosis) were selected from the Swedish Hip Arthroplasty Register. These cases were merged with national databases containing education attainment, marital status, and comorbidities (n = 11,464; mean age of patients, 64 years). The patient-reported outcome measure protocol included the HRQoL measure EuroQol five-dimension scale (EQ-5D), a VAS for pain, the Charnley classification survey, and a VAS addressing THA satisfaction. Linear regression analyses determined the association of preoperative patient factors with patient-reported outcomes.

Results: High education attainment was associated with higher HRQoL (EQ-5D index ß(high) = 0.03 ± 0.01; EQ VAS ß(high) = 2.6 ± 0.5) after THA, whereas those with low and medium education were at risk for lower HRQoL. High education was associated with less pain after treatment (ß(high) = -3.3 ± 0.05). Individuals with low or medium education were at risk for less satisfaction with THA (p < 0.001).

Conclusions: Our results suggest clinicians should support patients with low and medium education to a greater extent. Identification of patients who will benefit most from THA and educating those at risk for poorer outcomes, like patients with low and medium education, ultimately may improve patient satisfaction, HRQoL, pain, and the cost utility of THA.

Level of evidence: Level III, therapeutic study. See the Instructions for Authors for a complete description of levels of evidence.

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Figures

Fig. 1
Fig. 1
A flow diagram shows patient selection from the Swedish Hip Arthroplasty Register for the final linear regression analyses.
Fig. 2
Fig. 2
Linear regression results are shown for the independent variables (preoperative [pre] EQ VAS, preoperative EQ-5D index, education attainment, Charnley classification, comorbidities, and sex) included in the model where the points represent the slope coefficient (coef.) with the 95% CI for the dependent postoperative EQ-5D index variable. Any variable without a CI was the reference variable (ref), and any variable whose CI did not include 0 represents a significant influence on the EQ-5D index. Continuous variables are represented by an open diamond and categorical variables are represented by a filled diamond.
Fig. 3
Fig. 3
Linear regression results are shown for the independent variables (preoperative [Pre] EQ VAS, preoperative EQ-5D index, education attainment, hip order, Charnley classification, and comorbidities) included in the model where the points represent the slope coefficient (coef.) with the 95% CI for the dependent EQ VAS variable. Any variable without a CI was the reference variable (ref), and any variable whose CI did not include 0 represents a significant influence on the EQ VAS. Continuous variables are represented by an open diamond and categorical variables are represented by a filled diamond.
Fig. 4
Fig. 4
Linear regression results of the independent variables (age at surgery, preoperative [Pre] pain VAS, preoperative EQ VAS, preoperative EQ-5D index, education attainment, marital status, and Charnley classification) included in the model where the points represent the slope coefficient (coef.) with the 95% CI for the dependent pain VAS variable. Any variable without a CI was the reference variable (ref), and any variable whose CI did not include 0 represents a significant influence on the pain VAS. Continuous variables are represented by an open diamond and categorical variables are represented by a filled diamond.
Fig. 5
Fig. 5
Linear regression results of the independent variables (age at surgery, preoperative [Pre] EQ VAS, preoperative EQ-5D index, education attainment, hip order, Charnley classification, and sex) included in the model where the points represent the slope coefficient (coef.) with the 95% CI for the dependent satisfaction variables. Any variable without a CI was the reference variable (ref), and any variable whose CI did not include 0 represents a significant influence on the satisfaction. Continuous variables are represented by an open diamond and categorical variables are represented by a filled diamond.

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References

    1. Anakwe RE, Jenkins PJ, Moran M. Predicting dissatisfaction after total hip arthroplasty: a study of 850 patients. J Arthroplasty. 2011;26:209–213. doi: 10.1016/j.arth.2010.03.013. - DOI - PubMed
    1. Bischoff-Ferrari HA, Lingard EA, Losina E, Baron JA, Roos EM, Phillips CB, Mahomed NN, Barrett J, Katz JN. Psychosocial and geriatric correlates of functional status after total hip replacement. Arthritis Rheum. 2004;51:829–835. doi: 10.1002/art.20691. - DOI - PubMed
    1. Callaghan JJ, Dysart SH, Savory CF, Hopkinson WJ. Assessing the results of hip replacement: a comparison of five different rating systems. J Bone Joint Surg Br. 1990;72:1008–1009. - PubMed
    1. Cleveland RJ, Schwartz TA, Prizer LP, Randolph R, Schoster B, Renner JB, Jordan JM, Callahan LF. Associations of educational attainment, occupation and community poverty with hip osteoarthritis. Arthritis Care Res (Hoboken). 2013;65:954–961. doi: 10.1002/acr.21920. - DOI - PMC - PubMed
    1. Dixon T, Shaw M, Ebrahim S, Dieppe P. Trends in hip and knee joint replacement: socioeconomic inequalities and projections of need. Ann Rheum Dis. 2004;63:825–830. doi: 10.1136/ard.2003.012724. - DOI - PMC - PubMed

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