1. Background
2. Objectives
3. Methods
3.1. Participants and Study Design
3.2. Ethical Considerations
3.3. Instruments
3.4. Demographic Variables
3.5. Perceived Stress Scale-4
3.6. Generalized Anxiety Disorder-7
3.7. Patient Health Questionnaire-9
3.8. Multiple Sclerosis Impact Scale
3.9. Statistical Analysis
4. Results
4.1. Patients’ Characteristics
| Mean ± SD or No. (%) | |
|---|---|
| Age, y | 41.34 ± 11.03 |
| Gender | |
| Male | 69 (34.5) |
| Female | 131 (65.5) |
| Marital status | |
| Single | 66 (33.0) |
| Married | 112 (56.0) |
| Divorced | 22 (11.0) |
| Education | |
| Primary | 28 (14.0) |
| Secondary | 61 (30.5) |
| University | 111 (55.5) |
| Occupation | |
| Employed | 78 (39.0) |
| Unemployed | 101 (50.5) |
| Retired | 21 (10.0) |
| Place of residence | |
| Urban | 170 (85.0) |
| Rural | 30 (15.0) |
| Chronic disease | |
| No | 138 (69.0) |
| Yes | 63 (31.0) |
| Insurance | |
| No | 19 (9.5) |
| Yes | 181 (90.5) |
| Supplementary insurance | |
| No | 103 (51.5) |
| Yes | 97 (48.5) |
| Disease duration | 6.98 ± 5.76 |
| Type of MS | |
| CIS | 6 (3.0) |
| RRMS | 140 (70.0) |
| PPMS | 10 (5.0) |
| SPMS | 29 (14.5) |
| PRMS | 15 (7.5) |
Abbreviations: SD, standard deviation; MS, multiple sclerosis; CIS, clinically isolated syndrome; RRMS, relapsing-remitting MS; PPMS, primary-progressive MS; SPMS, secondary-progressive MS; PRMS, progressive-relapsing MS.
4.2. Descriptive Statistics and Correlations Among Study Variables
| 1 | 2 | 3 | 4 | 5 | |
|---|---|---|---|---|---|
| 1 Stress (PSS-4) | 1 | ||||
| 2 Anxiety (GAD-7) | 0.693 | 1 | |||
| 3 Depression (PHQ-9) | 0.649 | 0.881 | 1 | ||
| 4 Physical impact (MSIS-29) | 0.538 | 0.711 | 0.743 | 1 | |
| 5 Psychological impact (MSIS-29) | 0.749 | 0.867 | 0.862 | 0.763 | 1 |
| Possible range | 0 - 16 | 0 - 21 | 0 - 27 | 0 - 100 | 0 - 100 |
| Observed range | 0 - 16 | 0 - 21 | 0 - 27 | 0 - 95 | 0 - 100 |
| Mean ± SD | 5.67 ± 3.97 | 6.33 ± 5.34 | 7.30 ± 6.14 | 20.2 ± 22.9 | 31.6 ± 26.3 |
Abbreviations: PSS-4, Perceived Stress Scale-4; GAD-7, generalized anxiety disorder-7; PHQ-9, Patient Health Questionnaire-9; MSIS-29, Multiple Sclerosis Impact Scale; SD, standard deviation.
a All correlations were significant at a 0.001 level.
4.3. Relationship of MSIS-29 Scores with Demographic Variables
| Physical Impact | Psychological Impact | |||
|---|---|---|---|---|
| Mean ± SD or r | P-Value | Mean ± SD or r | P-Value | |
| Age | 0.346 | < 0.001 | 0.220 | 0.002 |
| Gender | 0.996 | 0.860 | ||
| Male | 20.2 ± 22.1 | 31.2 ± 26.6 | ||
| Female | 20.2 ± 23.4 | 31.8 ± 26.2 | ||
| Marital status | 0.032 | 0.019 | ||
| Single | 14.3 ± 21.0 | 24.5 ± 23.7 | ||
| Married | 23.6 ± 24.1 | 34.4 ± 27.6 | ||
| Divorced | 20.6 ±18.8 | 39.0 ± 22.5 | ||
| Education | 0.148 | 0.003 | ||
| Primary | 25.7 ± 26.9 | 35.6 ± 29.7 | ||
| Secondary | 22.6 ± 22.2 | 39.7 ± 25.9 | ||
| University | 17.5 ± 22.0 | 26.2 ± 24.4 | ||
| Occupation | < 0.001 | 0.011 | ||
| Employed | 18.1 ± 20.8 | 29.1 ± 24.4 | ||
| Unemployed | 16.9 ± 20.9 | 30.2 ± 25.9 | ||
| Retired | 44.1 ± 26.7 | 47.8 ± 30.0 | ||
| Place of residence | 0.081 | 0.123 | ||
| Urban | 19.0 ± 23.5 | 30.4 ± 26.7 | ||
| Rural | 27.0 ± 18.1 | 38.4 ± 22.5 | ||
| Chronic disease | 0.099 | 0.173 | ||
| No | 18.4 ± 22.5 | 29.9 ± 26.5 | ||
| Yes | 24.2 ± 23.4 | 35.4 ± 25.5 | ||
| Insurance | 0.126 | 0.055 | ||
| No | 12.6 ± 20.3 | 20.6 ± 28.7 | ||
| Yes | 21.0 ± 23.1 | 32.8 ± 25.8 | ||
| Supplementary insurance | 0.173 | 0.825 | ||
| No | 18.1 ± 21.5 | 32.0 ± 26.9 | ||
| Yes | 22.5 ± 24.2 | 31.2 ± 25.7 | ||
| Disease duration | 0.506 | < 0.001 | 0.368 | < 0.001 |
| Type of MS | < 0.001 | < 0.001 | ||
| CIS | 22.5 ± 38.5 | 32.4 ± 38.4 | ||
| RRMS | 12.5 ± 16.2 | 25.7 ± 22.3 | ||
| PPMS | 29.4 ± 25.3 | 33.1 ± 18.1 | ||
| SPMS | 41.1 ± 21.1 | 46.2 ± 27.1 | ||
| RPMS | 44.7 ± 29.1 | 57.8 ± 33.4 | ||
Abbreviations: SD, standard deviation; MS, multiple sclerosis; CIS, clinically isolated syndrome; RRMS, relapsing-remitting MS; PPMS, primary-progressive MS; SPMS, secondary-progressive MS; PRMS, progressive-relapsing MS.
4.4. Multivariable Analysis
| Physical Impact | Psychological Impact | |||
|---|---|---|---|---|
| b (SE) | P-Value | b (SE) | P-Value | |
| Block 1 | ||||
| Age | -0.05 (0.20) | 0.789 | -0.43 (0.26) | 0.097 |
| Gender | ||||
| Male | Ref | Ref | ||
| Female | 3.17 (3.03) | 0.298 | 2.71 (3.96) | 0.494 |
| Marital status | ||||
| Single | Ref | Ref | ||
| Married | -0.92 (3.38) | 0.787 | 2.65 (4.41) | 0.549 |
| Divorced | 4.76 (4.86) | 0.328 | 12.62 (6.34) | 0.048 |
| Education | ||||
| Primary | Ref | Ref | ||
| Secondary | -8.88 (4.30) | 0.041 | -3.15 (5.62) | 0.576 |
| University | -8.43 (4.55) | 0.066 | -13.29 (5.94) | 0.027 |
| Occupation | ||||
| Employed | Ref | Ref | ||
| Unemployed | -6.08 (3.22) | 0.061 | -7.17 (4.21) | 0.090 |
| Retired | 9.97 (5.10) | 0.052 | 3.16 (6.66) | 0.636 |
| Place of residence | ||||
| Urban | Ref | Ref | ||
| Rural | 6.53 (3.74) | 0.083 | 7.00 (4.89) | 0.154 |
| Chronic disease | ||||
| No | Ref | Ref | ||
| Yes | -6.72 (3.34) | 0.046 | -4.28 (4.37) | 0.329 |
| Insurance | ||||
| No | Ref | Ref | ||
| Yes | 5.89 (4.59) | 0.200 | 13.11 (5.99) | 0.030 |
| Supplementary insurance | ||||
| No | Ref | Ref | ||
| Yes | 3.19 (2.85) | 0.264 | -1.89 (3.72) | 0.613 |
| Disease duration | 1.10 (0.30) | < 0.001 | 1.15 (0.39) | 0.004 |
| Type of MS | ||||
| CIS | Ref | Ref | ||
| RRMS | 0.67 (7.75) | 0.932 | 2.71 (10.12) | 0.789 |
| PPMS | 13.72 (6.12) | 0.026 | 2.09 (7.99) | 0.794 |
| SPMS | 20.36 (4.31) | < 0.001 | 15.52 (5.62) | 0.006 |
| RPMS | 30.05 (5.28) | < 0.001 | 29.18 (6.90) | < 0.001 |
| Model characteristics | R2 = 45.4%, F = 8.90, P < 0.001 | R2 = 29.2%, F = 4.41, P < 0.001 | ||
| Block 2 | ||||
| Stress | -0.09 (0.35) | 0.791 | 1.74 (0.30) | < 0.001 |
| Anxiety | 1.00 (0.40) | 0.012 | 1.56 (0.34) | < 0.001 |
| Depression | 1.43 (0.31) | < 0.001 | 1.52 (0.27) | < 0.001 |
| Model characteristics | R2 = 72.8%, ∆R2 = 27.4%, F = 23.93, P < 0.001 | R2 = 84.7%, ∆R2 = 55.5%, F = 49.43, P < 0.001 | ||
Abbreviations: SE, standard error; MS, multiple sclerosis; CIS, clinically isolated syndrome; RRMS, relapsing-remitting MS; PPMS, primary-progressive MS; SPMS, secondary-progressive MS; PRMS, progressive-relapsing MS.
a r: Pearson correlation coefficient