| Literature DB >> 34267507 |
Jinender Kumar1, M Janelle Cambron-Mellott2, Tom Tencer1, Oliver Will2, deMauri S Mackie2, Kathleen Beusterien2.
Abstract
BACKGROUND ANDEntities:
Keywords: brain volume loss; patient preferences; physician preferences; relapsing-remitting multiple sclerosis
Year: 2021 PMID: 34267507 PMCID: PMC8275192 DOI: 10.2147/PPA.S306498
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Attributes and Levels Included in the DCE
| Attribute | Description Shown | Level 1 | Level 2 | Level 3 |
|---|---|---|---|---|
| 2-year disability progression | X% risk of physical disability worsening over 2 years | 10% | 20% | 35% |
| 1-year relapse rate | X% risk of relapsing in the next year | 15% | 30% | 40% |
| Rate of BVL (relative to normal) | BVL, which is associated with cognitive decline, is about X times faster than normal (total of X% loss over 5 years) | 1.5 times faster; 1.76% loss | 2.5 times faster; 2.62% loss | 4 times faster; 3.85% loss |
| Risk of GI symptoms | X% risk of GI symptoms, including stomach pain, nausea, and/or diarrhea | <1% | 10% | 25% |
| Risk of flu-like symptoms | X% risk of flu-like symptoms, including fever, muscle aches, fatigue, and/or headache | <1% | 30% | 70% |
| Risk of infection | X% risk of infection, such as a respiratory or urinary tract infection or herpes (eg, shingles, cold sores) | 20% | 45% | 80% |
| Risk of life-threatening event | X% (x of y) risk of life-threatening side effect | 0% risk | 0.01% (1 of 10,000) | 0.1% (1 of 1000) |
Abbreviations: BVL, brain volume loss; DCE, discrete choice experiment; GI, gastrointestinal.
Patient Characteristics (N=150)
| Age, mean ± SD | 54.0 ± 11.4 |
| Female, n (%) | 126 (84.0) |
| Marital status, n (%) | |
| Single/separated/divorced/widowed | 54 (36.0) |
| Committed relationship/married | 96 (64.0) |
| Education, n (%) | |
| Less than college degree | 60 (40.0) |
| College graduate or higher | 90 (60.0) |
| Current employment status, n (%) | |
| Employed | 46 (30.7) |
| Retired | 39 (26.0) |
| Long-term disability | 36 (24.0) |
| Homemaker | 17 (11.3) |
| Not employed | 10 (6.7) |
| Student | 2 (1.3) |
| Has children in household, n (%) | 106 (70.7) |
| Household income,a n (%) | |
| Less than $50,000 | 64 (42.7) |
| $50,000 to $99,999 | 50 (33.3) |
| $100,000+ | 31 (20.7) |
| Comorbidities ≥10%, n (%) | |
| Hypertension | 50 (33.3) |
| Depression | 43 (28.7) |
| Anxiety | 36 (24.0) |
| Cholesterol issues | 30 (20.0) |
| Migraines | 26 (17.3) |
| Diabetes | 19 (12.7) |
| Fibromyalgia | 15 (10.0) |
| Self-reported current health status, n (%) | |
| Excellent, very good, or good | 92 (61.3) |
| Fair or poor | 58 (38.7) |
| Diagnosed ≥5 years ago, n (%) | 131 (87.3) |
| Currently on prescription medication for RRMS, n (%) | 124 (82.7) |
| Current prescription,b n (%) | |
| Oral | 62 (50.0) |
| Injection | 39 (31.5) |
| Infusion | 21 (16.9) |
| Line of therapy, n (%) | |
| First | 31 (25.0) |
| Second | 45 (36.3) |
| Third or later | 48 (38.7) |
| Relapses in past 12 months, n (%) | |
| 0 | 87 (58.0) |
| 1 | 38 (25.3) |
| 2 | 16 (10.7) |
| ≥3 | 9 (6.0) |
| MSSE Scale score,c median (range) | |
| Self-efficacy: Function | 88.9 (17.8–100) |
| Self-efficacy: Control | 65.0 (15.6–100) |
| Total score | 152.8 (38.9–200) |
| MSQOL-54 Cognitive Function Scale score,d median (range) | 70.0 (0–100) |
Notes: aN = 5 (3.3%) respondents selected chose not to answer the household income question. bPatients could have been on more than one prescription medication. Oral medications included dimethyl fumarate (29.0%), fingolimod (11.3%), and teriflunomide (9.7%). Injection medications included interferon (16.1%; interferon beta-1a: 8.9%, interferon beta-1b: 5.6%, pegylated interferon: 2.4%) and glatiramer acetate (15.3%). Infusion medication included ocrelizumab (16.9%). An additional 3.2% reported being on another medication not listed in the survey. cThe MSSE items are rated on a scale of 10 to 100, in increments of 10 (0=very uncertain, 50=moderately certain, and 100=very certain); scores on the subscales could range from 10 to 100, and total scores could range from 20 to 200. Higher scores indicate more self-efficacy. dThe MSQOL is scored from 0 to 100 (0=all of the time, 20=most of the time, 40=a good bit of the time, 60=some of the time, 80=a little of the time, and 100=none of the time); higher scores indicate higher cognitive function.
Abbreviations: MSQOL-54, Multiple Sclerosis Quality of Life-54; MSSE, Multiple Sclerosis Self-Efficacy; RRMS, relapsing-remitting multiple sclerosis; SD, standard deviation.
Neurologist Characteristics (N=150)
| Years in practice, mean ± SD | 17.4 ± 7.8 |
| Male, n (%) | 113 (75.3) |
| Age, n (%) | |
| Less than 55 years | 64.7 (97) |
| 55 years or older | 35.3 (53) |
| Completed a fellowship, n (%) | 121 (80.7) |
| Fellowship area, n (%) | |
| Multiple sclerosis | 58 (47.9) |
| Neuroimmunology | 12 (9.9) |
| Other | 51 (42.1) |
| Primary practice setting, n (%) | |
| Academic | 40 (26.7) |
| Nonacademic | 110 (73.3) |
| Percent of time spent in direct patient care, mean ± SD | 93.8 ± 7.2 |
| Number of MS patients in past 3 months, median (range) | 87.5 (20–500) |
| Number of RRMS patients in past 3 months, median (range) | 57.0 (10–400) |
| Medication most frequently prescribed to non–highly active RRMS patients, n (%) | |
| Injectable | 18 (12.0) |
| Oral | 69 (46.0) |
| Both equally | 63 (42.0) |
Abbreviations: MS, multiple sclerosis; RRMS, relapsing-remitting multiple sclerosis; SD, standard deviation.
Figure 1Relative importance of treatment attributes.
Figure 2Attribute-level preference weights.
Figure 3Increases in attributes that patients and neurologists are willing to accept in exchange for decreasing rate of BVL from 2.5 times to 1.5 times faster than normal.
Figure 4Relative importance of treatment attributes: Neurologists by years in practice.