Key points
Background
Methods
Study setting and participants
Study variables
Covariates
Employed (n = 450) | Unemployed (n = 636) | P-valueb | |
---|---|---|---|
Gender | 0.959 | ||
Female | 405 (90.0) | 573 (90.1) | |
Male | 45 (10.0) | 63 (9.9) | |
Age group, years | 0.004** | ||
≤ 40 | 123 (27.3) | 130 (20.4) | |
41–50 | 182 (40.4) | 246 (38.7) | |
> 50 | 145 (32.2) | 260 (40.9) | |
Age at onset, years | 0.002** | ||
Fatigue | 36 ± 10.3 | 37.8 ± 9.5 | |
Pain | 36.6 ± 10.2 | 38.4 ± 9.6 | |
Illness duration, years | 9 ± 7.6 | 10.5 ± 8.6 | 0.839 |
Comorbid conditionsa | |||
Fibromyalgia | 207 (46.0) | 394 (62.0) | < 0.001*** |
Degenerative vertebral disease | 220 (49.0) | 376 (59.3) | 0.001*** |
Epicondylitis | 187 (41.6) | 310 (48.9) | 0.018* |
Ligamentous hyperlaxity | 130 (28.9) | 235 (37.1) | 0.005** |
Multiple chemical hypersensitivity | 135 (30.1) | 230 (36.2) | 0.035** |
Carpal tunnel syndrome | 62 (13.8) | 122 (19.2) | 0.018* |
Marital status | 0.028** | ||
Married | 272 (60.6) | 428 (67.4) | |
Single | 107 (23.8) | 107 (16.9) | |
Separated/divorced | 60 (13.4) | 90 (14.2) | |
Widow | 10 (2.2) | 10 (1.6) | |
Profession | < 0.001*** | ||
Unskilled work | 213 (47.3) | 262 (41.2) | |
Skilled work | 105 (23.3) | 179 (28.1) | |
Administrative/office work | 92 (20.4) | 111 (17.5) | |
Education/teaching | 14 (3.1) | 15 (2.4) | |
Self-employed | 7 (1.6) | 7 (1.1) | |
Liberal profession | 16 (3.6) | 23 (3.6) | |
Arts and crafts | 1 (0.2) | 5 (0.8) | |
Student | 2 (0.4) | 1 (0.2) | |
Housewife | 0 (0) | 33 (5.2) | |
Educational level | 0.506 | ||
Elementary (primary) school | 69 (15.3) | 109 (17.1) | |
Graduate | 66 (14.7) | 105 (16.5) | |
High school/vocational training | 188 (41.8) | 248 (39.0) | |
University | 126 (28.0) | 169 (26.6) | |
Literate | 1 (0.2) | 5 (0.8) |
Confounders
Measures
Visual analog scale (VAS)
Fatigue impact Scale-40 (FIS-40)
Daily-fatigue impact Scale-8 (D-FIS-8)
Short form 36-item health survey (SF-36)
Symptom CheckList-90-revised (SCL-90-R)
Hospital anxiety and depression scale (HADS)
Pittsburgh sleep quality index (PSQI)
Statistical analysis
Results
Participant characteristics
Influence of self-reported symptom clusters and work status among participants
Symptoms | Employed (n = 450) | Unemployed (n = 636) | p-valuea |
---|---|---|---|
Muscular | |||
Generalized chronic pain | 380 (84.4) | 583 (91.7) | < 0.001*** |
Muscle weakness | 439 (97.6) | 619 (97.3) | 0.815 |
Post-exertional malaise | 441 (98.0) | 630 (99.1) | 0.142 |
Difficulty performing fine movements due to pain | 389 (86.4) | 553 (86.9) | 0.809 |
Marked muscle contractures | 396 (88.0) | 567 (89.2) | 0.555 |
Myoclonic | 156 (34.7) | 264 (41.6) | 0.023* |
Falls due to loss of tone | 74 (16.4) | 159 (25.0) | 0.001*** |
Cognitive | |||
Concentration impairments | 424 (94.2) | 616 (96.9) | 0.034* |
Alterations in short-term memory consolidation | 410 (91.1) | 610 (95.9) | 0.001*** |
Alterations during task planning | 355 (78.9) | 577 (90.7) | < 0.001*** |
Difficulty with calculation | 385 (85.6) | 584 (91.8) | 0.001*** |
Difficulty redding | 402 (89.3) | 594 (93.4) | 0.017* |
Confusion and forgetfulness | 361 (80.2) | 560 (88.1) | < 0.001*** |
Temporal-spatial disorientation | 282 (62.7) | 481 (75.6) | < 0.001*** |
Episodes of nominal aphasia | 382 (84.9) | 565 (88.8) | 0.055 |
Auditory and visual agnosia | 133 (29.6) | 257 (40.4) | < 0.001*** |
Neurological | |||
Ataxia and/or dissymmetry | 331 (73.6) | 514 (80.8) | 0.005** |
Sensory hypersensitivity | 403 (89.6) | 582 (91.5) | 0.275 |
Visual alterations | 290 (64.4) | 472 (74.2) | 0.001*** |
Motor incoordination, with or without falls | 339 (75.3) | 511 (80.3) | 0.048* |
Autonomic | |||
Dizziness or cephalic instability | 356 (79.1) | 552 (86.8) | 0.001*** |
Vertigo | 322 (71.6) | 496 (78.0) | < 0.001*** |
Orthostatic hypotension | 342 (76.0) | 512 (80.5) | 0.009** |
Lipothymia | 80 (17.8) | 171 (26.9) | 0.017* |
Syncope | 48 (10.7) | 98 (15.4) | 0.015* |
Frequent palpitations | 313 (69.6) | 495 (77.8) | 0.074 |
Tremor | 171 (38.0) | 314 (49.4) | < 0.001*** |
Profuse sweating | 285 (63.3) | 451 (70.9) | 0.024* |
Altered bowel habits | 296 (65.8) | 467 (73.4) | 0.002** |
Alterations in urination | 224 (49.8) | 395 (62.1) | < 0.001*** |
Reduced libido/anorgasmia/impotence | 314 (69.8) | 489 (76.9) | 0.008** |
Difficulties in visual accommodation | 321 (71.3) | 494 (77.7) | 0.007** |
Inmunological | |||
Recurrent low-fever | 326 (72.4) | 473 (74.4) | 0.478 |
Recurrent odynophagia | 306 (68.0) | 477 (75.0) | 0.060 |
Painful lymph nodes | 236 (52.4) | 389 (61.2) | 0.061 |
Raynaud’s phenomenon | 125 (27.8) | 225 (35.4) | 0.552 |
Generalized morning numbness | 343 (76.2) | 521 (81.9) | 0.743 |
Migratory arthralgias | 376 (83.6) | 547 (86.0) | 0.996 |
Allergy to multiple medications | 95 (21.1) | 168 (26.4) | 0.011* |
Food intolerance | 41 (9.1) | 78 (12.3) | 0.004** |
Allergy to multiple metals | 51 (11.3) | 110 (17.3) | 0.008** |
History of sinusitis | 30 (6.7) | 63 (9.9) | 0.022* |
Facial swelling | 19 (4.2) | 44 (6.9) | 0.265 |
Mouth ulcers | 238 (52.9) | 348 (54.7) | 0.044* |
Herpes | 226 (50.2) | 313 (49.2) | 0.101 |
Candidiasis | 172 (38.2) | 243 (38.2) | 0.006** |
Potential predictors assessed by self-reported measures and work status using the univariate model
Measures | Employed (n = 450) | Unemployed (n = 636) | p-valuea |
---|---|---|---|
VAS-pain | 7.3 ± 1.9 | 7.6 ± 1.8 | < 0.001*** |
VAS-fatigue | 8.1 ± 1.0 | 8.4 ± 1.2 | < 0.001*** |
FIQ | 57.0 ± 7.4 | 59.6 ± 6.2 | < 0.001*** |
FIS-40 | |||
Global score | 123.1 ± 22.7 | 133.3 ± 19.8 | < 0.001*** |
Physical | 34.2 ± 4.9 | 36.1 ± 3.7 | < 0.001*** |
Cognitive | 30.3 ± 7.0 | 32.7 ± 6.9 | < 0.001*** |
Psychosocial | 58.4 ± 13.2 | 64.6 ± 11.2 | < 0.001*** |
D-FIS-8 | 23.3 ± 5.0 | 25.8 ± 4.4 | < 0.001*** |
SCL-90-R | |||
Global severity index | 1.6 ± 0.8 | 1.9 ± 0.8 | < 0.001*** |
Positive symptom distress index | 2.4 ± 0.5 | 2.6 ± 0.5 | < 0.001*** |
Global positive symptom | 59.5 ± 17.9 | 62.9 ± 17.6 | 0.002** |
Somatization | 2.4 ± 0.8 | 2.7 ± 0.8 | < 0.001*** |
Obsessive-compulsive | 2.4 ± 0.9 | 2.6 ± 0.9 | 0.001*** |
Interpersonal sensitivity | 1.4 ± 1.0 | 1.5 ± 1.0 | 0.040* |
Depression | 2.0 ± 0.9 | 2.3 ± 0.9 | < 0.001*** |
Anxiety | 1.5 ± 1.0 | 1.7 ± 1.0 | < 0.001*** |
Hostility | 1.2 ± 1.0 | 1.2 ± 1.0 | 0.400 |
Phobic anxiety | 1.1 ± 1.0 | 1.5 ± 1.1 | < 0.001*** |
Paranoid ideation | 1.1 ± 1.0 | 1.2 ± 1.0 | 0.544 |
Psychoticism | 1.0 ± 0.8 | 1.1 ± 0.8 | 0.007** |
HADS | |||
Global score | 20.5 ± 4.6 | 22.6 ± 4.5 | 0.002** |
Anxiety | 10.7 ± 4.8 | 11.1 ± 4.7 | 0.209 |
Depression | 9.8 ± 4.8 | 11.3 ± 4.6 | < 0.001*** |
PSQI | |||
Global score | 12.7 ± 4.4 | 14.0 ± 4.2 | < 0.001*** |
Subjective sleep quality | 2.0 ± 0.9 | 2.2 ± 0.9 | 0.001** |
Sleep latency | 1.9 ± 1.0 | 2.1 ± 0.9 | 0.002** |
Sleep duration | 1.7 ± 0.9 | 1.6 ± 1.0 | 0.037* |
Habitual sleep efficiency | 1.4 ± 1.2 | 1.7 ± 1.2 | < 0.001*** |
Sleep disturbances | 2.0 ± 0.7 | 2.2 ± 0.6 | < 0.001*** |
Use of sleeping medication | 1.6 ± 1.4 | 2.0 ± 1.4 | < 0.001*** |
Daytime dysfunction | 2.2 ± 0.9 | 2.2 ± 0.9 | 0.649 |
SF-36 | |||
Physical functioning | 40.3 ± 21 | 28.5 ± 18.9 | < 0.001*** |
Physical role | 8.8 ± 20.8 | 3.1 ± 13.1 | < 0.001*** |
Bodily pain | 24.5 ± 19.2 | 17.3 ± 17 | < 0.001*** |
General health | 26.3 ± 15.9 | 21.3 ± 14.4 | < 0.001*** |
Vitality | 16.9 ± 14.1 | 13.2 ± 14.1 | < 0.001*** |
Social role functioning | 37.6 ± 24.4 | 26.8 ± 22.2 | < 0.001*** |
Emotional role functioning | 47.0 ± 45.5 | 38.3 ± 45.1 | 0.001*** |
Mental health | 44.7 ± 20.7 | 41.6 ± 21.7 | 0.012* |
Physical component | 28.0 ± 7.4 | 24.7 ± 6.4 | < 0.001*** |
Mental component | 35.1 ± 12.7 | 32.9 ± 13.1 | 0.004** |
Association between potential self-reported variables and work status in the multivariate model
UNIVARIATE | MULTIVARIATE | ||||
---|---|---|---|---|---|
Variable |
n
| OR (95% CI) | p-valuea | OR (95% CI) | p-valuea |
Gender | |||||
Female | 978 | 1.01 (0.68–1.51) | 0.959 | 0.97 (0.56–1.67) | 0.906 |
Male | 108 | 1 | 1 | ||
Age range, years | |||||
≤ 40 | 253 | 1 | 1 | ||
41–50 | 428 | 1.28 (0.94–1.75) | 0.123 | 1.59 (1.04–2.42) | 0.031* |
> 50 | 405 | 1.70 (1. 23–2.34) | 0.001*** | 2.21 (1.41–3.46) | < 0.001*** |
Age of pain onset | |||||
Early, ≤ 3 yrs | 532 | 1 | 1 | ||
Late, > 3 yrs | 520 | 1.44 (1. 12–1.84) | 0.004** | 1.49 (0.75–2.95) | 0.254 |
VAS (fatigue/pain) | |||||
Lower | 645 | 1 | 1 | ||
Higher | 441 | 2.24 (1.73–2.89) | < 0.001*** | 2.09 (1.47–2.97) | < 0.001*** |
Cognitive symptoms | |||||
Severe | 846 | 1 | 1 | ||
Mild/moderate | 61 | 1.66 (1. 30–2.13) | < 0.001*** | 0.28 (0.05–1.64) | 0.159 |
No symptoms | 179 | 0.76 (0.47–1.23) | 0.077** | 0.60 (0. 37-0.96) | 0.033* |
Neurological symptoms | |||||
Severe | 606 | 1 | 1 | ||
Mild/moderate | 451 | 1.66 (1. 30–2.13) | < 0.001*** | 1.37 (0.92–2.04) | 0.117 |
No symptoms | 29 | 0.82 (0.51–1.23) | 0.214 | 11.02 (2. 24–54.29) | 0.003** |
Autonomic dysfunction | |||||
Severe | 412 | 1 | 1 | ||
Mild/moderate | 161 | 2.21 (1.71–2.87) | < 0.001*** | 0.22 (0.03–1.51) | 0.122 |
No symptoms | 513 | 0.81 (0. 37–1.76) | 0.093 | 0.57 (0. 38–0.83) | 0.004** |
Fibromyalgia | |||||
No | 464 | 1 | 1 | ||
Yes | 601 | 1.92 (1.50–2.45) | < 0.001*** | 1.27 (0.87–1.83) | 0.214 |
Ligamentous Hyperlaxity | |||||
No | 719 | 1 | 1 | ||
Yes | 365 | 1.45 (1. 12–1.88) | 0.005** | 1.36 (0.94–1.97) | 0.100 |
SF-36 (physical health) | |||||
Lower | 542 | 1 | 1 | ||
Higher | 541 | 0.48 (0. 38–0.62) | < 0.001*** | 0.45 (0. 31–0.66) | < 0.001*** |
SF-36 (mental health) | |||||
Lower | 542 | 1 | 1 | ||
Higher | 541 | 0.66 (0.52–0.84) | < 0.001*** | 0.50 (0. 33–0.75) | < 0.001*** |
HADS | |||||
No symptoms | 250 | 1 | 1 | ||
Mild/moderate | 583 | 1.82 (1. 35–2.45) | < 0.001*** | 0.90 (0.56–1.44) | 0.667 |
Severe | 240 | 1.86 (1. 30–2.67) | < 0.001*** | 1.98 (1. 20–3.26) | 0.007** |
FIS-40 | |||||
Mild/moderate | 512 | 1 | 1 | ||
Severe | 463 | 2.61 (2.01–3.39) | < 0.001*** | 1.27 (0.82–2.04) | 0.311 |
D-FIS-8 | |||||
Lower fatigue | 563 | 1 | 1 | ||
Higher fatigue | 514 | 2.44 (1.90–3.13) | < 0.001*** | 1.55 (1.08–2.21) | 0.017* |
PSQI | |||||
Good sleepers | 572 | 1 | 1 | ||
Poor sleepers | 446 | 1.47 (1. 14–1.90) | 0.003** | 0.98 (0.66–1.48) | 0.913 |
SCL-90-R | |||||
Mild/moderate | 90 | 1 | 1 | ||
No symptoms | 125 | 1.1 (0.87–1.91) | 0.217 | 1.30 (1. 15–2.73) | 0.571 |
Severe | 430 | 1.98 (1.51–2.61) | < 0.001*** | 1.34 (0.82–2.21) | 0.243 |