Abstract
Background
The McMaster-Toronto Arthritis Patient Preference Disability Questionnaire (MACTAR) measurement of function may be more comprehensive and add useful information about disability than traditional fixed-item questionnaires, especially about issues that really matter to the patient, for developing personalized medicine.
Objectives
We aimed to assess priorities in disability and restriction in participation in patients with disabling knee osteoarthritis (OA) by the MACTAR and evaluate its validity and responsiveness.
Methods
We evaluated 127 in- and outpatients with knee OA in two tertiary care teaching hospitals between August 2010 and July 2012 by using the MACTAR, the Western Ontario and McMaster Universities Osteoarthritis Index, Lequesne scale, Fear Avoidance Beliefs Questionnaire, a life satisfaction score and pain, global assessment of disease activity and functional impairment scores on a numerical rating scale. Validity was assessed by Pearson correlation and responsiveness by the standardized response mean (SRM) and effect size (ES).
Results
Patients ranked 35 different activities by the MACTAR; the 3 domains of the International Classification of Functioning, Disability and Health most often identified were mobility (cited 233 times, 52.3%); community, social and civic life (cited 122 times, 27.4%); and domestic life (cited 64 times, 14.4%). The MACTAR score was best correlated with functional impairment ( r = 0.5). Convergent and divergent validity was as expected. In all, 108 patients completed a 6-month follow-up evaluation: 27 patients shifted their priorities at 6 months, for a decrease in SRM and ES. The SRM (0.64) and ES (0.92) for the MACTAR without shifts in priorities were the highest among the outcome measures tested; for patients considering their condition improved, the values were 0.85 and 1.17, respectively.
Conclusions
For assessing priorities in disability and restriction in participation among patients with knee OA, the MACTAR has acceptable validity and responsiveness.
1
Introduction
Rheumatic and musculoskeletal disorders are a major cause of disability worldwide. The number of years lived with disability due to knee and hip OA increased by 64% between 1990 and 2010, and OA is ranked 11th in the list of leading causes of years lived with disability . In France, OA ranks first, followed by low back pain (LBP) for patient-perceived disability .
Accurately evaluating outcomes of treatments in patients with OA is a key issue in daily practice and clinical research. The Outcome measures in rheumatology clinical trials (OMERACT) group proposed a core set of outcome dimensions for phase 3 trials of knee and hip OA; 3 domains should be systematically included: pain, physical function and patient global assessment .
Disability and participation restriction, also called handicap, are negative aspects of functioning and are widely assessed in knee OA by many validated outcomes. The instruments most commonly used are the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) , the Lequesne index and more recently, the Intermittent and Constant Osteoarthritis Pain (ICOAP) and the Knee disability and Osteoarthritis Outcome Score – Physical Function Short form (KOOS-PS) .
However, these tools do not take into account patient priorities. Previous research found that patients with rheumatoid arthritis (RA), healthy professionals, and healthy controls do not agree on the importance of disabilities . Using a needs-based approach and accounting for patient priorities may help better understand what is important for patients and increase the content validity of scales assessing disability .
One functional scale that investigates patient priorities is the McMaster-Toronto Arthritis Patient Preference Disability Questionnaire (MACTAR) . Its developers noted good responsiveness for patients with RA in a controlled trial that revealed a clinically important change, and the scale was found to have validity in a multicenter randomised trial of RA . The MACTAR concept of function may be more comprehensive than that of traditional fixed-item questionnaires and may reveal issues that really matter to the patient. Thus, the MACTAR seems to be a better appropriate tool to develop a real personalized medicine. Some recent studies evaluating patient priorities in disability in knee and hip OA, chronic LBP and systemic sclerosis (SSc) suggested that the MACTAR adds useful information about disability . In addition, the MACTAR seems to be a quick tool to complete.
We aimed to assess priorities in disability and restriction in participation for patients with disabling knee OA by the MACTAR and evaluate the instrument’s validity and responsiveness in such patients.
2
Methods
2.1
Study design
We asked 200 in- and outpatients admitted to the physical medicine and rehabilitation and rheumatology departments at Cochin and Lariboisière university hospitals in Paris for intensification of treatments of their knee OA between August 2010 and July 2012. The inclusion criteria were knee pain due to OA with pain duration of at least 3 months. The exclusion criteria were age < 35 years, etiology other than OA, inability to understand French or complete a self-administered written questionnaire, and uncontrolled mental disease. Patients had to complete self-administered questionnaires, undergo a 15-min interview with a physician to check for unanswered questions and gather clinical data. Six months later, they received the same questionnaire by mail for completion. This delay corresponds to the time used in daily practice and studies evaluating the effect of pharmacological and non-pharmacological treatment in knee OA.
2.2
Demographic and clinical variables
Variables recorded at baseline were age, sex, knee pain duration, body mass index, Kellgren and Laurence (KL) radiologic score, educational level (baccalaureate degree or lower, higher than university degree), professional status, previous meniscectomy, pharmacological and non-pharmacological treatment.
2.3
Patient-reported outcome measures
Patient priorities in disability were assessed by the MACTAR, developed to evaluate functional priorities in patients with RA . We used the French version and questions were adapted for knee pain ( File S1 ). Patients were first asked about activities affected by chronic knee pain, then asked to rank these activities in order of importance by answering “Which of these activities would you consider most important to be able to do with minimal pain and difficulty?” We used a 3-item priority function. Each item is scored on an 11-point semiquantitative Likert scale (0–10), the global score ranging from 0 (no disability) to 30 (maximal disability) .
At follow-up, patients were reminded of the 3 baseline priorities they had identified and were asked to score them (0–10). To assess possible shifts in priorities, participants were asked to define and score on a scale from 1 to 3 other activities that may have become more important to them since the baseline visit. So at 6 months, patients had 2 MACTAR scores, one maintaining baseline activities and another considering shifts in activity priorities.
We classified the activities by the domains of the International Classification of Functioning, Disability, and Health (ICF) , considering the linking rules given by the World Health Assembly, in May 2001 .
The WOMAC is a 3-D measure. It contains 5 items related to pain, 2 to stiffness, and 17 to physical function . The function subscale is widely used in clinical trials of hip and knee OA . We used the short form of the function subscale, containing 8 questions, with scores ranging from 0 to 100 (worse status) and validated in knee and hip OA in French .
The Lequesne index is a composite French scale used to assess the concept of algofunctional disability induced by knee OA . It includes 11 questions about pain, discomfort and function. The scores range from 0 to 24 (maximum pain and disability) . Its responsiveness and construct validity have been assessed in French .
A numerical rating scale (NRS) was used to evaluate pain , global assessment of disease activity and function . The NRS contained 11 points, with scores ranging from 0 to 10 (high level of symptoms).
The Fear-Avoidance Beliefs Questionnaire for physical activity (FABQ-PA) was originally developed for LBP , and van Baar et al. used it for patients with knee abnormalities. It consists of 4 items; each scored from 0 to 6. Higher scores represent greater fear-avoidance beliefs. The scale has adequate internal consistency in patients with knee OA .
Anxiety and depression were assessed by the Hospital Anxiety and Depression scale (HADa, for anxiety, and HADd, for depression) . This scale has 7 questions for anxiety and 7 for depression. Each question is answered on a scale from 0 to 3. The total score ranges from 0 to 21 (maximal depression, maximal anxiety).
Life satisfaction was assessed by the Satisfaction with Life Scale (SWLS), a 1-D structure that consists of 5 items, each rated on a 7-point Likert scale ranging from 1 (completely disagree) to 7 (completely agree); the total scores range from 5 to 35. The SWLS has been validated in a Canadian French population .
At 6 months, patients were evaluated for the evolution of their status related to knee pain on a 6-point Likert scale, from aggravation to disappearance.
2.4
Ethical statements
This survey was conducted in compliance with the protocol Good Clinical Practices and Declaration of Helsinki principles. In accordance with French national law in 2010, formal approval from an ethics committee was not required for non-interventional studies; patients gave their written consent to participate after being informed about the purpose of study.
2.5
Statistical analysis
The simple size was not less than 10 times the number of items and we also had as a reference the sample size used in other validation studies of the MACTAR . Analyses involved use of R 3.0.2 (R Foundation for Statistical Computing, Vienna, Austria). Quantitative variables are described with mean ± SD and ranges. Qualitative variables are described with number (%).
We analyzed priority items defined by the MACTAR by linking with the ICF domains. Correlation of the MACTAR score with other scores was assessed by the parametric Pearson rank coefficient ( r ), because all variables showed a normal distribution. Pearson correlation was interpreted as excellent (> 0.91), good (0.90–0.71), moderate (0.70–0.51), fair (0.50–0.31), and little or absent (< 0.30) . Focused Principal Component Analysis was used to compare the MACTAR and the other measures.
The paired P -values were added when we evaluated the difference between 2 measures on the same subjects at baseline and 6-month follow-up; they allowed for eliminating much of the inter-individual variability and improving the power of a test.
Responsiveness may be considered an aspect of validity and describes a scale’s ability to detect change over time that is clinically meaningful. Among different statistical approaches , we used the standardized response mean (SRM) and the effect size (ES). A high SRM or high ES indicates greater responsiveness; a negative value indicates that the mean score at baseline is smaller than the mean score at follow-up. The SRM and ES are considered small if < 0.2, moderate if near 0.5, and large if > 0.8 . SRM values were also calculated for subgroups of patients who considered their condition improved (overall opinion of condition at 6-month follow-up considered disappeared, improved or slightly improved), their health status maintained (overall opinion of condition at follow-up considered identical) and their condition deteriorated (overall opinion of condition at follow-up considered worse). Then, these 3 groups were recoded into 2 groups, considering actual health status improved or deteriorated (overall opinion at follow-up considered identical or worse, respectively). The Student t -test was used to compare changes in scores in these 2 last groups of patients; validity conditions were previously verified. Stepwise logistic regression analysis was used to determine variables associated with health status at 6 months. Explanatory variables were introduced in the stepwise regression if on univariate analysis significant differences in scores were found between patients who considered their health condition improved and those deteriorated.
The minimal clinically detectable improvement (MCDI) in condition was calculated for the MACTAR as the 75th percentile of the change in MACTAR scores for patients considering their condition improved .
In most cases, missing data were < 10% and we used mean imputation to account for missing data. P < 0.05 was considered statistically significant.
2
Methods
2.1
Study design
We asked 200 in- and outpatients admitted to the physical medicine and rehabilitation and rheumatology departments at Cochin and Lariboisière university hospitals in Paris for intensification of treatments of their knee OA between August 2010 and July 2012. The inclusion criteria were knee pain due to OA with pain duration of at least 3 months. The exclusion criteria were age < 35 years, etiology other than OA, inability to understand French or complete a self-administered written questionnaire, and uncontrolled mental disease. Patients had to complete self-administered questionnaires, undergo a 15-min interview with a physician to check for unanswered questions and gather clinical data. Six months later, they received the same questionnaire by mail for completion. This delay corresponds to the time used in daily practice and studies evaluating the effect of pharmacological and non-pharmacological treatment in knee OA.
2.2
Demographic and clinical variables
Variables recorded at baseline were age, sex, knee pain duration, body mass index, Kellgren and Laurence (KL) radiologic score, educational level (baccalaureate degree or lower, higher than university degree), professional status, previous meniscectomy, pharmacological and non-pharmacological treatment.
2.3
Patient-reported outcome measures
Patient priorities in disability were assessed by the MACTAR, developed to evaluate functional priorities in patients with RA . We used the French version and questions were adapted for knee pain ( File S1 ). Patients were first asked about activities affected by chronic knee pain, then asked to rank these activities in order of importance by answering “Which of these activities would you consider most important to be able to do with minimal pain and difficulty?” We used a 3-item priority function. Each item is scored on an 11-point semiquantitative Likert scale (0–10), the global score ranging from 0 (no disability) to 30 (maximal disability) .
At follow-up, patients were reminded of the 3 baseline priorities they had identified and were asked to score them (0–10). To assess possible shifts in priorities, participants were asked to define and score on a scale from 1 to 3 other activities that may have become more important to them since the baseline visit. So at 6 months, patients had 2 MACTAR scores, one maintaining baseline activities and another considering shifts in activity priorities.
We classified the activities by the domains of the International Classification of Functioning, Disability, and Health (ICF) , considering the linking rules given by the World Health Assembly, in May 2001 .
The WOMAC is a 3-D measure. It contains 5 items related to pain, 2 to stiffness, and 17 to physical function . The function subscale is widely used in clinical trials of hip and knee OA . We used the short form of the function subscale, containing 8 questions, with scores ranging from 0 to 100 (worse status) and validated in knee and hip OA in French .
The Lequesne index is a composite French scale used to assess the concept of algofunctional disability induced by knee OA . It includes 11 questions about pain, discomfort and function. The scores range from 0 to 24 (maximum pain and disability) . Its responsiveness and construct validity have been assessed in French .
A numerical rating scale (NRS) was used to evaluate pain , global assessment of disease activity and function . The NRS contained 11 points, with scores ranging from 0 to 10 (high level of symptoms).
The Fear-Avoidance Beliefs Questionnaire for physical activity (FABQ-PA) was originally developed for LBP , and van Baar et al. used it for patients with knee abnormalities. It consists of 4 items; each scored from 0 to 6. Higher scores represent greater fear-avoidance beliefs. The scale has adequate internal consistency in patients with knee OA .
Anxiety and depression were assessed by the Hospital Anxiety and Depression scale (HADa, for anxiety, and HADd, for depression) . This scale has 7 questions for anxiety and 7 for depression. Each question is answered on a scale from 0 to 3. The total score ranges from 0 to 21 (maximal depression, maximal anxiety).
Life satisfaction was assessed by the Satisfaction with Life Scale (SWLS), a 1-D structure that consists of 5 items, each rated on a 7-point Likert scale ranging from 1 (completely disagree) to 7 (completely agree); the total scores range from 5 to 35. The SWLS has been validated in a Canadian French population .
At 6 months, patients were evaluated for the evolution of their status related to knee pain on a 6-point Likert scale, from aggravation to disappearance.
2.4
Ethical statements
This survey was conducted in compliance with the protocol Good Clinical Practices and Declaration of Helsinki principles. In accordance with French national law in 2010, formal approval from an ethics committee was not required for non-interventional studies; patients gave their written consent to participate after being informed about the purpose of study.
2.5
Statistical analysis
The simple size was not less than 10 times the number of items and we also had as a reference the sample size used in other validation studies of the MACTAR . Analyses involved use of R 3.0.2 (R Foundation for Statistical Computing, Vienna, Austria). Quantitative variables are described with mean ± SD and ranges. Qualitative variables are described with number (%).
We analyzed priority items defined by the MACTAR by linking with the ICF domains. Correlation of the MACTAR score with other scores was assessed by the parametric Pearson rank coefficient ( r ), because all variables showed a normal distribution. Pearson correlation was interpreted as excellent (> 0.91), good (0.90–0.71), moderate (0.70–0.51), fair (0.50–0.31), and little or absent (< 0.30) . Focused Principal Component Analysis was used to compare the MACTAR and the other measures.
The paired P -values were added when we evaluated the difference between 2 measures on the same subjects at baseline and 6-month follow-up; they allowed for eliminating much of the inter-individual variability and improving the power of a test.
Responsiveness may be considered an aspect of validity and describes a scale’s ability to detect change over time that is clinically meaningful. Among different statistical approaches , we used the standardized response mean (SRM) and the effect size (ES). A high SRM or high ES indicates greater responsiveness; a negative value indicates that the mean score at baseline is smaller than the mean score at follow-up. The SRM and ES are considered small if < 0.2, moderate if near 0.5, and large if > 0.8 . SRM values were also calculated for subgroups of patients who considered their condition improved (overall opinion of condition at 6-month follow-up considered disappeared, improved or slightly improved), their health status maintained (overall opinion of condition at follow-up considered identical) and their condition deteriorated (overall opinion of condition at follow-up considered worse). Then, these 3 groups were recoded into 2 groups, considering actual health status improved or deteriorated (overall opinion at follow-up considered identical or worse, respectively). The Student t -test was used to compare changes in scores in these 2 last groups of patients; validity conditions were previously verified. Stepwise logistic regression analysis was used to determine variables associated with health status at 6 months. Explanatory variables were introduced in the stepwise regression if on univariate analysis significant differences in scores were found between patients who considered their health condition improved and those deteriorated.
The minimal clinically detectable improvement (MCDI) in condition was calculated for the MACTAR as the 75th percentile of the change in MACTAR scores for patients considering their condition improved .
In most cases, missing data were < 10% and we used mean imputation to account for missing data. P < 0.05 was considered statistically significant.
3
Results
3.1
Demographic and clinical data
Of the 200 patients at baseline, 60 patients did not meet inclusion criteria and 13 patients declined participation, so we had evaluable data for 127 patients (79 females, 62.2%) at baseline. In all, 108 patients (70 females, 65%) completed and returned the questionnaire at 6-month follow-up (2 declined participation, 10 returned incomplete surveys and 7 could not be reached) ( Fig. 1 ). Patients lost to follow-up were younger than the other 108 participants and most were males, had less pain duration, were still working and had less than a baccalaureate level of education ( Table 1 ).
Patients with knee OA n = 108 | Patients lost to follow-up n = 19 | |
---|---|---|
Age, years, mean ± SD [range] | 65.3 ± 10.9 [36–92] | 59.3 ± 9.2 [44–75] |
Female sex | 70 (65) | 9 (47) |
Pain duration, years, mean ± SD [range] | 6.7 ± 7.8 [0.41–43] | 5.4 ± 5.9 [0.25–20] |
Pain, NRS (0–10), mean ± SD [range] | 5.8 ± 2.2 [1–10] | 6.7 ± 2.0 [3–10] |
BMI, kg/m 2 , mean ± SD [range] | 27.8 ± 4.6 [17.3–39.9] | 29.1 ± 5.4 [20.3–41] |
Kellgren & Laurence grade | ||
2 | 6 (6) | 2 (11) |
3 | 47 (47) | 6 (33) |
4 | 48 (48) | 10 (56) |
Hypertension | 52 (48) | 7 (37) |
Diabetes mellitus | 14 (13) | 3 (16) |
Other OA | 62 (57) | 7 (37) |
Educational level | ||
< Baccalaureate level | 41 (38) | 14 (74) |
Baccalaureate level | 14 (13) | 1 (5) |
Higher university degree | 53 (49) | 4 (21) |
Professional status | ||
Employed | 27 (25) | 8 (42.1) |
Sick leave | 11 (10.2) | 3 (15.8) |
Retirement | 68 (63) | 7 (36.8) |
Unemployed | 2 (1.8) | 1 (5.3) |
Previous meniscectomy | 31 (29) | 3 (16) |
Treatment | ||
Non-steroidal anti-inflammatory drugs | 75 (70) | 13 (76) |
Analgesics | 95 (88) | 16 (89) |
Steroid injection | 67 (63) | 12 (67) |
Hyaluronic acid injection | 53 (49) | 6 (33) |
Physiotherapy | 61 (56) | 7 (39) |
Knee lavage | 27 (25) | 6 (33) |
Alternative medicine | 9 (8) | 1 (6) |
Diet | 30 (28) | 3 (17) |
Orthopaedic insole | 35 (32) | 7 (39) |
Walking stick | 19 (18) | 4 (22) |
Knee pad | 32 (30) | 6 (33) |

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