| Literature DB >> 25361815 |
Caroline A Flurey1, Marianne Morris, Jon Pollock, Pamela Richards, Rodney Hughes, Sarah Hewlett.
Abstract
BACKGROUND: Previous studies have not addressed rheumatoid arthritis (RA) patients' help-seeking behaviours for RA flares, and only one small qualitative study has addressed how patients experience daily life on current treatment regimes. Thus, this study aims to identify clusters of opinion related to RA patients' experiences of daily life on current treatments, and their help-seeking behaviours for RA flares.Entities:
Mesh:
Year: 2014 PMID: 25361815 PMCID: PMC4223853 DOI: 10.1186/1471-2474-15-364
Source DB: PubMed Journal: BMC Musculoskelet Disord ISSN: 1471-2474 Impact factor: 2.362
Figure 1The sorting matrices used in both Q-methodology studies. a: The sorting matrix/grid used in the daily life Q-methodology study (39 statements). b: The sorting matrix/grid used in the flare help-seeking Q-methodology study (23 statements).
Figure 2Flow diagram showing the process of Q-sorting for participants.
Participants and their factor loadings for the two Q-studies
| ID | Dis Dur (yrs) | HAQ | Pt Global | Med | In Flare? | Daily life factor | Daily life factor load | Flare factor | Flare factor load |
|---|---|---|---|---|---|---|---|---|---|
|
| 7 | 1.38 | 2.2 | Biologic | No | A | 0.48 | X | 0.86 |
|
| 36 | 2.38 | 6.7 | NSAIDs | No | A | 0.70 | Did not load | - |
|
| 23 | 2.63 | 2.6 | Biologic | Yes | A | 0.55 | X | 0.70 |
|
| 16 | 2.63 | 2.3 | Biologic | No | A | 0.52 | X | 0.89 |
|
| 32 | 2.25 | 2.6 | Steroids | No | A | 0.51 | Did not complete | - |
|
| 31 | 1.50 | 4.0 | Biologic | No | A | 0.59 | X | 0.62 |
|
| 14 | 1.38 | 1.5 | Biologic | No | A | 0.52 | Did not complete | - |
|
| Unknown | 0.00 | 0.5 | Biologic DMARDs | No | B | 0.70 | X | 0.86 |
|
| 40 | 2.25 | 6.9 | DMARDs | No | B | -0.50 | Y | -0.72 |
|
| 27 | 0.50 | 4.3 | DMARDs | No | B | -0.46 | X | 0.78 |
|
| 4 | 1.63 | 4.7 | DMARDs Steroids | No | B | -0.70 | X | 0.58 |
|
| 2 | 2.00 | 5.4 | Biologic DMARDs | No | B | -0.54 | X | 0.57 |
|
| 5 | 0.63 | 6.7 | DMARDs | Yes | B | -0.46 | Y | -0.63 |
|
| 25 | 2.13 | 5.5 | Biologic Steroids | No | B | -0.54 | X | 0.60 |
|
| 2 | 0.75 | 7.9 | Steroids | No | B | -0.85 | X | 0.76 |
|
| 17 | 2.14 | 1.0 | Biologic DMARDs | No | B | -0.42 | Did not load | - |
|
| 9 | 0.38 | 1.2 | Biologic | Yes | C | -0.52 | X | 0.90 |
|
| 6 | 0.00 | 0.3 | Steroids | No | C | -0.42 | Y | -0.71 |
|
| 1 | 0.125 | 1.3 | DMARDs | No | C | -0.67 | Did not load | - |
|
| 16 | 0.88 | 3.4 | Biologic | No | C | -0.44 | X | 0.78 |
|
| 30 | 0.62 | 2.3 | No medication | No | C | -0.63 | Y | -0.60 |
|
| 3 | 0.00 | 1.9 | DMARDs | No | C | -0.48 | Did not load | - |
|
| 4 | 1.25 | 1.5 | Biologic | No | C | -0.59 | X | 0.67 |
|
| 20 | 2.50 | 5.0 | DMARDs | No | Did not complete | - | X | 0.81 |
|
| 30 | 0.88 | 0.3 | Biologic | No | Did not load | - | X | 0.55 |
|
| 12 | 0.75 | 2.0 | DMARDs | No | Did not load | - | X | 0.76 |
|
| 18 | 1.57 | 3.6 | DMARDs | Yes | Did not load | - | Y | -0.70 |
|
| 13 | 2.30 | 5.0 | DMARDs | Yes | Did not load | - | Y | -0.59 |
|
| 4 | 3.00 | 2.0 | DMARDs Steroids | No | Did not load | - | Did not load | - |
|
| 11 | 1.13 | 1.7 | DMARDs | No | Did not load | - | Did not load | - |
|
| 14 | 0.75 | 1.5 | DMARDs | No | Did not load | - | Did not load | - |
|
|
|
|
|
Dis Dur = Disease Duration.
HAQ = Health Assessment Questionnaire score 0–3, high bad.
Pt Global = Disease activity score patient global measure 0–10, high bad.
Medication: NSAIDs = Non-steroidal anti-inflammatory DMARDS = Disease Modifying Anti-Rheumatic Drug.
Summary characteristics of factor groups (Mean, SD)
| Factor | Eigenvalue | % variance explained | Gender | Age (yrs) | Dis Dur (yrs) | HAQ | Pt Global | Summary |
|---|---|---|---|---|---|---|---|---|
|
| n/a | n/a | 73.3% f | 54.6 (11.8) | 15.2 (11.3) | 1.3 (0.9) | 3.2 (2.2) | |
| 26.7% m | ||||||||
|
| 3.29 | 11% | 85.7% f | 61.7 (10.3) | 22.7 (10.8) | 2.0 (0.6) | 3.1 (0.7) | Patients ‘take active control’, they use effective self-management strategies, which they have developed through experience, they have become experts in managing their RA and they know what works for them. They take a practical approach to managing their RA, using preventative rather than crisis management techniques. They are predominantly female, older, with longer disease duration and more disabled. |
| 14.3% m | ||||||||
|
| 3.97 | 13% | 25.0% f | 54.9 (7.1) | 15.3 (14.3) | 1.3 (0.9) | 4.8 (2.5) | |
| 75.0% m | ||||||||
|
| n/a | n/a | 37.5% f | 55.5 (7.3) | 15.3 (14.3) | 1.5 (0.8) | 5.3 (2.1) | These patients, mainly men, seem to prioritise their physical symptoms, reporting negative thoughts and emotions associated with their RA, and they cannot find self-management or coping strategies that work for them. They may therefore be experiencing a sense of hopelessness about their lives with RA. Despite having less disability than patients in Factor A, these patients seem to be in a ‘constant struggle’ with their RA. |
| 62.5% m | ||||||||
|
| n/a | n/a | Male | 50.0 (n/a) | Not known | 0.0 (n/a) | 0.5 (n/a) | |
|
| 2.67 | 9% | 100% f | 42.4 (11.2) | 9.9 (10.2) | 0.5 (0.5) | 1.7 (1.0) | These patients, all female and younger on average than the patients in Factors A and B seem to ‘put RA in its place’ by prioritising their responsibilities above their RA. These patients have lower average HAQ and patient global scores than the other two daily life Factors, which may be the reason that they seem to experience less impact of their RA, but it may also be due to assigning less importance to their RA as a coping strategy. |
| 0% m | ||||||||
|
| n/a | n/a | 72.4% f | 54.6 (11.8) | 15.2 (11.3) | 1.3 (0.9) | 3.2 (2.2) | |
| 27.6 m | ||||||||
|
| 10.18 | 35% | 68.8% f | 54.8 (9.6) | 15.2 (10.4) | 1.4 (0.8) | 3.3 (2.1) | These patients will not wait to seek help when they are in an RA flare. They make a ‘definite decision’ that their symptoms constitute a flare and that the medical team are there to help them. |
| 31.2% m | ||||||||
|
| 4.58 | 16% | 66.7% f | 50.5 (15.4) | 18.7 (13.9) | 1.2 (1.0) | 4.1 (2.6) | These patients will wait to seek help for their RA flares, whilst going through a period of ‘cautious indecision’. These patients are indecisive as to whether their flare needs medical help as they hope it will go away on its own and are cautious of seeking help due to worries about wasting the medical team’s time and beliefs they should manage alone. |
| 33.3% m |
Dis Dur = Disease Duration HAQ = Health Assessment Questionnaire score 0–3, high bad.
Pt Global = Disease activity score patient global measure 0–10, high bad.
By-factor ranking of statements given in the Daily Life Q-study
| Factor scores | ||||
|---|---|---|---|---|
| Living with RA day by day means… | Factor A+ | Factor B+ | Factor B- | Factor C- |
|
| 0 | 0 | 0 | 1 |
|
| -1 | +3 | -3 | +1 |
|
| +1 | -2 | +2 | 0 |
|
| +1 | +2 | -2 | -4 |
|
| -1 | -3 | +3 | +1 |
|
| +2 | -2 | +2 | -2 |
|
| +4 | 0 | 0 | +2 |
|
| +1 | 0 | 0 | -1 |
|
| +3 | +1 | -1 | -5 |
|
| +2 | -1 | +1 | 0 |
|
| -3 | +2 | -2 | -1 |
|
| 0 | +2 | -2 | -2 |
|
| +3 | +3 | -3 | +4 |
|
| 0 | 0 | 0 | -3 |
|
| -1 | +1 | -1 | -1 |
|
| -4 | +3 | -3 | 0 |
|
| +2 | +1 | -1 | 0 |
|
| -4 | +4 | -4 | -3 |
|
| -1 | 0 | 0 | +3 |
|
| +1 | +5 | -5 | +2 |
|
| +5 | -1 | +1 | 0 |
|
| +3 | +1 | -1 | +2 |
|
| +2 | +1 | -1 | -3 |
|
| -1 | +2 | -2 | +5 |
|
| -3 | +4 | -4 | -2 |
|
| +1 | 0 | 0 | +1 |
|
| -2 | -3 | +3 | +2 |
|
| -2 | -1 | +1 | -4 |
|
| -2 | -1 | +1 | 0 |
|
| 0 | +1 | -1 | +3 |
|
| -2 | -3 | +3 | 0 |
|
| 0 | -2 | +2 | -1 |
|
| +4 | 0 | 0 | +4 |
|
| -5 | -5 | +5 | -2 |
|
| +1 | -4 | +4 | +3 |
|
| 0 | -4 | +4 | +1 |
|
| -1 | -1 | +1 | -1 |
|
| 0 | -2 | +2 | +1 |
|
| -3 | -1 | +1 | -1 |
Statements highlighted in bold text show that consensus on the average score was reached across the factors Reading the table by column shows the comparative ranking of statements that characterise a particular factor. Reading the table by row shows the comparative ranking of a particular statement across factors.
By-factor ranking of statements given in the Flare Help-Seeking Q-study
| Factor scores | ||
|---|---|---|
| When I am in an RA flare.... | Factor X | Factor Y- |
|
| 0 | -3 |
|
| +1 | -3 |
|
| -3 | 0 |
|
| -1 | -2 |
|
| -3 | -1 |
|
| -1 | +4 |
|
| -2 | -2 |
|
| +4 | +1 |
|
| +2 | +1 |
|
| +1 | 0 |
|
| 0 | +2 |
|
| -1 | +2 |
|
| -4 | -4 |
|
| 0 | +1 |
|
| +1 | -1 |
|
| +3 | +3 |
|
| -2 | -1 |
|
| -2 | 0 |
|
| +2 | -2 |
|
| 0 | 0 |
|
| +3 | +3 |
|
| +2 | +2 |
|
| 0 | 0 |
Statements highlighted in bold text show that consensus on the average score was reached across the factors.
Reading the table by column shows the comparative ranking of statements that characterise a particular factor. Reading the table by row shows the comparative ranking of a particular statement across factors.