Table S1. Model parameters related to neurology residents
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1 Table S1. Model parameters related to neurology residents MS physician workforce model neurology resident parameters No. of neurology residents in First-year neurology residents, % Second-year neurology residents, % Third-year neurology residents % Fourth-year neurology residents, % Fourth-year residents interested in fellowship training, % Fourth-year residents only interested in entering MS training, % 4.47 Fourth-year residents or those interested in entering MS or another subspecialty 7.52 training, % No. of first-year MS fellowship training slots available each year Of fourth-year residents, those entering MS training (limited by the number of fellowship slots), % Who enter first year of MS training Who enter second year of MS training 50.0 Completing MS fellowships but not becoming MS subspecialists 4.6 Of fourth-year residents, those entering other subspecialty training, % Who enter first year of other subspecialty training Who enter second year of other subspecialty training Page 1 of 9
2 Table S2. Distribution of MS subspecialists by practice location, practice setting, and age group, as well as number of patients with MS seen per week in each stratum MS physician workforce model MS subspecialist parameters No. of MS subspecialists in Remaining in practice in 2014, % distribution of MS subspecialists MS subspecialists in 2014, % In practice, total In practice, urban/suburban location Solo/group practice Age 44 y Age y Age y Age 60 y Other practice setting Age 44 y Age y Age y Age 60 y In practice, small city/rural location Age 44 y Age y Age y Age 60 y Patients with MS seen per week, No. Page 2 of 9
3 Table S3. Distribution of general neurologists and non-ms subspecialists by practice location, practice setting, and age group, as well as number of patients with MS seen per week in each stratum MS physician workforce model general neurologist and non-ms subspecialist parameters General neurologists Non-MS subspecialists No. in Remaining in practice in 2014, % distribution General neurologists in 2014, % Patients with MS seen per week, No. Non-MS subspecialists in 2014, % Patients with MS seen per week, No. In practice, total In practice, urban/suburban location Solo/group practice Age 44 y Age y Age y Age 60 y Other practice setting Age 44 y Age y Age y Age 60 y In practice, small city/rural location Solo/group practice Age 44 y Age y Age y Age 60 y Other practice setting Age 44 y Age y Age y Age 60 y Page 3 of 9
4 Table S4. Adjusted retirement rates a for each neurologist group by age group MS physician workforce model adjusted retirement rates by neurologist type and age group Adjusted retirement rate, % MS subspecialists Age, y y y 13.3 Non-MS subspecialists Age, y General neurologists Age, y a Adjusted retirement rates are retirement rates plus one-half the rates of substantially reducing clinical activities. Page 4 of 9
5 Table S5. Clinical activity for each group of neurologists, overall and by urban vs. rural practice location Neurologist group Clinical activity, mean, wk/y Overall Urban location Rural location MS subspecialists General neurologists Non-MS subspecialists Page 5 of 9
6 Table S6. Categorization of neurologists by MS subspecialists, non-ms subspecialists, and general neurologists Neurologist group Categorization criteria MS subspecialists Completed an MS fellowship and reported seeing, on average, 1 patient with MS per week OR Did not complete an MS fellowship but reported seeing >12 patients with MS per week (ie, the median number of patients with MS seen per week among neurologists who did not complete an MS fellowship but identified themselves as MS subspecialists) Non-MS subspecialists Saw 12 patients with MS per week and indicated completing a fellowship or participating in informal postgraduate mentoring or training in a non-ms neurology subspecialty OR Completed an MS fellowship but reported seeing on average zero patients with MS per week General neurologists Saw 12 patients with MS per week and did not complete a neurology fellowship or participate in informal mentoring or postgraduate training in any neurology subspecialty Page 6 of 9
7 sclerosis neurologist workforce. Int J MS Care. 2018;20(1): Table S7. Sensitivity analysis: change in MS patient visit capacity in overall neurologist workforce Change MS Change MS from base patient from base patient model, % visits, No. model, % visits, No. MS patient Sensitivity analysis visits, No. Base model 2,141,918 2,169,539 2,388,633 20% increase in number of MS fellowship positions 2,144, ,227, ,490, % increase in number of neurology residents 2,150, ,259, ,535, % decrease in adjusted retirement rate for MS subspecialists 20% decrease in adjusted retirement rate for general neurologists and non-ms subspecialists 20% decrease in adjusted retirement rate for all neurologists 20% increase in number of patients with MS seen by general neurologists 20% increase in number of patients with MS seen by non-ms subspecialists 20% more neurologists selecting practice locations in small city/rural locations (with total number of neurologists and neurology residents remaining constant) 2,146, ,207, ,437, ,163, ,306, ,570, ,168, ,343, ,619, ,243, ,254, ,467, ,374, ,406, ,656, ,142, ,172, ,394, Change from base model, % Page 7 of 9
8 sclerosis neurologist workforce. Int J MS Care. 2018;20(1): Table S8. Sensitivity analysis: change in MS patient visit capacity in the MS subspecialist workforce MS patient MS patient MS patient visits with visits with visits with MS Change MS Change MS subspecialists, from base subspecialists, from base subspecialists, Sensitivity analysis No. model, % No. model, % No. Base model 468, , ,801 20% increase in number of MS 471, , , fellowship positions 10% increase in number of neurology 468, , ,801 0 residents 20% decrease in adjusted retirement rate 473, , , for MS subspecialists 468, , , % decrease in adjusted retirement rate for general neurologists and non-ms subspecialists 20% decrease in adjusted retirement rate for all neurologists 20% increase in number of patients with MS seen by general neurologists 20% increase in number of patients with MS seen by non-ms subspecialists 20% more neurologists selecting practice locations in small city/rural locations (with total number of neurologists and neurology residents remaining constant) 473, , , , , , , , , , , , Change from base model, % Page 8 of 9
9 sclerosis neurologist workforce. Int J MS Care. 2018;20(1): Figure S1. Logic diagram for the MS Physician Workforce Model Page 9 of 9
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