| Literature DB >> 31185042 |
Ruth Ann Marrie1,2, Julia O'Mahony3,4, Colleen J Maxwell5,6,7, Vicki Ling7, E Ann Yeh8,9, Douglas L Arnold10, Amit Bar-Or11,12, Brenda Banwell12,13.
Abstract
We aimed to compare health care utilization of children with pediatric-onset multiple sclerosis to that of age, sex and geographically-matched children without multiple sclerosis. Using population-based administrative data from Ontario, Canada for the period 2003-2014, we applied a validated case definition to identify persons aged ≤18 years with multiple sclerosis. We identified up to 5 children without multiple sclerosis matched on sex, age, and region of residence. In each cohort, we determined annual rates of any hospitalization and physician services use. Using general linear models we compared utilization rates adjusting for age, sex, region, socioeconomic status and year. Subsequently, we limited the analysis to incident cases of multiple sclerosis and their matches, and compared rates of utilization in the year of multiple sclerosis diagnosis, and the three years thereafter. We identified 659 youth with multiple sclerosis (428 incident cases), and 3,294 matched controls. Two-thirds of both cohorts were female. After adjustment for sociodemographic factors and year, the multiple sclerosis cohort was more likely to be hospitalized than the matched cohort (odds ratio 15.2; 95%CI: 12.0, 19.1), and had higher rates of ambulatory physician visits (rate ratio 4.58; 95%CI: 4.26, 4.92). The odds of hospitalization (odds ratio 40.1; 95%CI: 27.1, 59.5) and physician visits (rate ratio 5.14; 95%CI: 4.63, 5.71) were markedly elevated in the year of MS diagnosis, declining thereafter but remaining elevated versus the matched cohort. Children with multiple sclerosis have substantially elevated rates of health care utilization as compared to matched children without multiple sclerosis, over calendar time and throughout the early disease course.Entities:
Mesh:
Year: 2019 PMID: 31185042 PMCID: PMC6559708 DOI: 10.1371/journal.pone.0218215
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of the study populations.
| Characteristic | Prevalent | Incident | ||||
|---|---|---|---|---|---|---|
| Multiple Sclerosis | Matched | P-value | Multiple Sclerosis | Matched | P-value | |
| N | 659 | 3294 | 428 | 2139 | ||
| Female, n (%) | 410 (62.2) | 2050 (62.2) | 0.99 | 272 (63.6) | 1,360 (63.6) | 0.99 |
| Age at index date, mean (SD) | 14.1 (4.5) | 14.1 (4.5) | 0.95 | 14.9 (3.0) | 14.9 (4.0) | 0.93 |
| Duration of follow-up, mean (SD) | 3.8 (3.8) | 3.8 (3.8) | 0.87 | 3.1 (3.0) | 3.1 (3.0) | 0.93 |
| Urban region of residence, n (%) | 596 (90.4) | 2963 (90.0) | 0.70 | 383 (89.5) | 1902 (88.9) | 0.73 |
| Socioeconomic status, n (%) | 0.16 | 0.082 | ||||
| Quintile 1 (lowest) | 144 (21.9) | 617 (18.7) | 91 (21.3) | 398 (18.6) | ||
| Quintile 2 | 112 (17.0) | 616 (18.7) | 74 (17.3) | 407 (19.0) | ||
| Quintile 3 | 127 (19.3) | 658 (20.0) | 84 (19.6) | 443 (20.7) | ||
| Quintile 4 | 124 (18.8) | 707 (21.5) | 74 (17.3) | 459 (21.5) | ||
| Quintile 5 (highest) | 152 (23.1) | 696 (21.1) | 105 (24.5) | 432 (20.2) | ||
| Health care utilization, n (%) | ||||||
| Hospitalized in the year before the index date, n (%) | 109 (16.5) | 66 (2.0) | <0.001 | 63 (14.7) | 40 (1.9) | <0.001 |
| Number of physician visits in the year before the index date, median (IQR) | 9 (5–16) | 3 (1–6) | <0.001 | 9 (5–15) | 3 (1–6) | <0.001 |
Fig 1Age and sex-standardized rate of hospitalizations/100 person-years in the pediatric multiple sclerosis and matched cohorts.
Adjusted associations between multiple sclerosis and any hospitalizations, and rate of ambulatory physician visits.
| Any hospitalization | Ambulatory physician visits | |
|---|---|---|
| Variable | Adjusted | Adjusted |
| Matched controls | 1.0 | 1.0 |
| MS | ||
| Age | ||
| Female | 1.0 | 1.0 |
| Male | ||
| Quintile 1 (lowest) | 1.0 | 1.0 |
| Quintile 2 | 0.85 | |
| Quintile 3 | 0.75 | |
| Quintile 4 | 0.74 | |
| Quintile 5 (highest) | 0.99 | |
| Urban | 1.0 | 1.0 |
| Rural | 0.77 | 1.06 |
| 2004–2006 | 1.0 | 1.0 |
| 2007–2010 | 0.92 | 1.06 |
| 2011–2014 | 1.14 | 1.00 |
a Binomial regression model with generalized estimating equations.
b- Negative binomial regression with generalized estimating equations. Bold indicates statistical significance
Fig 2Age and sex-standardized rate of ambulatory physician visits/100 person-years in the pediatric multiple sclerosis and matched cohorts.
Age and sex-standardized rates of office visits per 100 person-years by physician specialty.
| Primary Care | Neurology | Psychiatry | Ophthalmology | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | MS | Matched Controls | RR | MS | Matched Controls | RR | MS | Matched Controls | RR | MS | Matched Controls | RR |
| 2003 | 546.2 | 253.8 | 215.6 | 0.25 | 22.4 | 5.56 | 47.9 | 5.19 | ||||
| 2004 | 519.3 | 235.9 | 209.3 | 0.83 | 28.1 | 5.12 | 36.0 | 5.04 | ||||
| 2005 | 528.9 | 236.9 | 198.0 | 1.36 | 36.0 | 3.98 | 33.7 | 3.54 | ||||
| 2006 | 440.4 | 237.9 | 185.9 | 0.73 | 17.3 | 4.87 | 36.4 | 3.50 | ||||
| 2007 | 428.2 | 215.9 | 198.7 | 1.78 | 16.8 | 3.27 | 38.4 | 3.00 | ||||
| 2008 | 438.1 | 227.6 | 206.7 | 2.15 | 24.2 | 6.54 | 63.1 | 2.56 | ||||
| 2009 | 762.8 | 231.1 | 140.9 | 1.11 | 17.7 | 8.89 | 54.3 | 2.46 | ||||
| 2010 | 1037.9 | 221.0 | 1.15 | 1.99 | 15.3 | 8.48 | 43.3 | 2.56 | ||||
| 2011 | 747.8 | 221.9 | 178.2 | 0.79 | 24.4 | 9.57 | 53.2 | 1.97 | ||||
| 2012 | 584.2 | 212.9 | 118.1 | 1.16 | 19.5 | 3.79 | 63.0 | 2.35 | ||||
| 2013 | 515.5 | 215.6 | 110.7 | 1.67 | 15.5 | 11.6 | 49.6 | 2.59 | ||||
| 2014 | 526.4 | 231.8 | 121.7 | 1.11 | 24.0 | 8.08 | 49.4 | 2.67 | ||||
RR = Rate Ratio; 95%CI: 95% confidence interval; bold = statistical significance
Fig 3Rates of hospitalization (A) and ambulatory physician visits (B) according to time from diagnosis in the multiple sclerosis (MS) and matched cohorts.
Age and sex-standardized rates of office visits by physician specialty according to time from diagnosis in the multiple sclerosis (MS) and matched cohorts.
| Primary Care | Neurology | Psychiatry | Ophthalmology | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | MS | Matched Controls | RR | MS | Matched Controls | RR | MS | Matched Controls | RR | MS | Matched | RR |
| Y0 | 883.4 | 308.3 | 236.1 | 0.74 | 20.7 | 5.07 | 102.4 | 3.79 | ||||
| Y1 | 710.4 | 276.1 | 182.4 | 0.70 | 21.8 | 7.26 | 52.7 | 3.03 | ||||
| Y2 | 571.5 | 239.5 | 124.7 | 1.97 | 17.1 | 6.76 | 43.6 | 2.27 | ||||
| Y3 | 529.9 | 251.0 | 120.9 | 2.80 | 19.8 | 3.47 | 33.8 | 1.84 | ||||
Y = Year; RR = Rate Ratio; 95%CI: 95% confidence interval; bold = statistical significance