| Literature DB >> 29634737 |
Dorota Koziarska1, Joanna Król2, Danuta Nocoń1, Przemysław Kubaszewski3, Teresa Rzepa3, Przemysław Nowacki1.
Abstract
Multiple Sclerosis (MS) is the most common, primary neurogenic cause of disability among young adults. We investigated demographic and clinical factors associated with unemployment on the example of 150 MS patients receiving immunomodulatory treatment in Poland. This study was based on clinical evaluation and collection of self-reported questionnaires, with an attention to self-motivation, severe fatigue and moderate disability. Patients who were unemployed (40% of all patients) had a mean disease duration of almost 5 years. Older (p<0.001), less educated (p = 0.007) and more severely disabled patients (p<0,001) were most likely to be unemployed. Moderate disability (OR = 11.089 95% CI: 4.11-34.201, p<0,001), severe fatigue (OR = 2.625 95% CI: 1.02-6.901, p = 0,046) and lower level of self-motivation (KNS) (OR = 0.947, 95% CI: 0.896-0.006, p = 0.042) were independently associated with unemployment.Entities:
Mesh:
Substances:
Year: 2018 PMID: 29634737 PMCID: PMC5892902 DOI: 10.1371/journal.pone.0194117
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Socio-demographic and clinical characteristic of MS patients.
| Variable | Employed (n = 90) | Unemployed (n = 60) | p value |
|---|---|---|---|
| Age (Mean(SD)) | 36.51(9.49) | 44.7(12.62) | <0,001 |
| Gender (female/male)) | 58/32 | 40/20 | 0.862 |
| Total years of education (Mean(SD)) | 14.77(3.1) | 13.41(2.57) | 0.007 |
| Number of children (0)% | 37/41.1 | 11/18.33 | -* |
| Number of children (1)% | 32/35.56 | 17/28.33 | 0.203 |
| Number of children (2)% | 15/16.67 | 20/33.33 | <0.01 |
| Number of children (3 and more)% | 6/6.67 | 12/20.01 | <0.01 |
| Country/City n | 16/74 | 10/50 | 0.86 |
| MS Course RR/SP/PP [n] | 87/3/0 | 43/12/5 | <0.01 |
| First symptoms to now in years (Mean(SD)) | 7.78(7.16) | 12.03(10.86) | 0.042 |
| Age at disease onset in years (Mean(SD)) | 28.8(8.66) | 32.78(13) | 0.128 |
| Age at diagnosis in years (Mean(SD)) | 31.76(9.16) | 37.54(10.81) | 0.08 |
| Age at initiation of treatment in years (Mean(SD)) | 33.93(9.16) | 37.54(10.81) | 0.054 |
| Disease duration (Diagnosis to now in years) (Mean(SD)) | 4.17(3.77) | 4.93(4.52) | 0.46 |
| DMT treatment yes/no [n] | 83/7 | 41/19 | <0.01 |
| DMT treatment in years (Mean(SD)) | 2(1.75) | 2.1(2.01) | 0.879 |
| Delay in treatment in years (Mean(SD)) | 2.12(3.18) | 2.88(4.32) | 0.748 |
SD: standard deviation, DMT: disease modifying therapy, RR: relapsing–remitting SP: secondary progressive, PP: primary progressive, p value represents the statistical difference between the unemployed and employed MS patients, p-value * number of children 0 as a reference point
Main predictors of unemployment.
| Variable | Employed (n = 90) | Unemployed (n = 60) | p-value |
|---|---|---|---|
| EDSS (Mean(SD)) | 1.57(0.98) | 3.18(2.03) | <0,001 |
| FSS (Mean(SD)) | 3.46(1.42) | 4.74(1.64) | <0,001 |
| PQD5 (Mean(SD)) | 5.19(4.31) | 7.48(4.82) | 0.004 |
| KNS(Mean(SD)) | 49.34(7.38) | 44.63(10.47) | 0.003 |
EDSSS: Expanded Disability Status Scale, FSS: Fatigue Severity Scale, PQD5: Perceived Deficits Questionnaire 5-items version, KNS: Hope for Success Questionnaire
Univariate logistic regression analysis of factors influencing employment.
| OR | 95% CI | p -value | |
|---|---|---|---|
| Row EDSS | 1.965 | 1.537–2.615 | <0.01 |
| EDSS 2–3 | 0.512 | 0.139–1.518 | 0.262 |
| EDSS>3 | 13.227 | 5.221–38.741 | <0.01 |
| Disease type SP/PP | 11.465 | 3.613–51. 034 | <0.01 |
| PQD5 | 1.115 | 1.038–1.203 | <0.01 |
| KNS | 0.941 | 0.903–0.977 | <0.01 |
| FSS>4 | 4 | 2.024–8.127 | <0.01 |
EDSSS: Expanded Disability Status Scale, FSS: Fatigue Severity Scale, PQD5: Perceived Deficits Questionnaire 5-items version, KNS: Hope for Success Questionnaire.
Multivariate logistic regression analysis of factors influencing employment.
| OR | 95% CI | p-value | |
|---|---|---|---|
| FSS >4 | 2.625 | 1.02–6.901 | 0.046 |
| EDSS >3 | 11.089 | 4.116–34.201 | <0.01 |
| PQD5 | 1.014 | 0.9–1.138 | 0.821 |
| KNS | 0.947 | 0.896–0.006 | 0.042 |
EDSSS: Expanded Disability Status Scale, PQD5: Perceived Deficits Questionnaire 5-items version, KNS: Hope for Success Questionnaire