| Literature DB >> 35061041 |
Daniel T Myran1,2,3, Nathan Cantor1, Emily Rhodes1, Michael Pugliese3, Jennifer Hensel4, Monica Taljaard1,5, Robert Talarico3, Amit X Garg3,6,7, Eric McArthur3, Cheng-Wei Liu6, Nivethika Jeyakumar3, Christopher Simon8, Taylor McFadden8, Caroline Gerin-Lajoie8, Manish M Sood1,3,9,10, Peter Tanuseputro1,3,9.
Abstract
Importance: Physicians self-report high levels of symptoms of anxiety and depression, and surveys suggest these symptoms have been exacerbated by the COVID-19 pandemic. However, it is not known whether pandemic-related stressors have led to increases in health care visits related to mental health or substance use among physicians. Objective: To evaluate the association between the COVID-19 pandemic and changes in outpatient health care visits by physicians related to mental health and substance use and explore differences across physician subgroups of interest. Design, Setting, and Participants: A population-based cohort study was conducted using health administrative data collected from the universal health system (Ontario Health Insurance Plan) of Ontario, Canada, from March 1, 2017, to March 10, 2021. Participants included 34 055 physicians, residents, and fellows who registered with the College of Physicians and Surgeons of Ontario between 1990 and 2018 and were eligible for the Ontario Health Insurance Plan during the study period. Autoregressive integrated moving average models and generalized estimating equations were used in analyses. Exposures: The period during the COVID-19 pandemic (March 11, 2020, to March 10, 2021) compared with the period before the pandemic. Main Outcomes and Measures: The primary outcome was in-person, telemedicine, and virtual care outpatient visits to a psychiatrist or family medicine and general practice clinicians related to mental health and substance use.Entities:
Mesh:
Year: 2022 PMID: 35061041 PMCID: PMC8783265 DOI: 10.1001/jamanetworkopen.2021.43160
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Characteristics of Physicians in 2019 and 2020
| Year (No. of physicians) | No. (%) | |
|---|---|---|
| 2019 (n = 32 706) | 2020 (n = 31 472) | |
| Age, mean (SD), y | 42.2 (10.1) | 43.1 (10.1) |
| Age, y | ||
| <50 | 24 795 (75.8) | 22 903 (72.8) |
| ≥50 | 7911 (24.2) | 8569 (27.2) |
| Sex | ||
| Female | 15 596 (47.7) | 15 069 (47.9) |
| Male | 17 110 (52.3) | 16 403 (52.1) |
| Rural home address | ||
| Yes | 1204 (3.7) | 1208 (3.8) |
| No | 31 204 (95.4) | 30 014 (95.4) |
| Missing | 298 (0.9) | 250 (0.8) |
| Physician specialty | ||
| Family medicine | 10 347 (31.6) | 10 140 (32.2) |
| General internal medicine and specialties | 4090 (12.5) | 3953 (12.6) |
| Psychiatry | 1548 (4.7) | 1513 (4.8) |
| Anesthesia | 1176 (3.6) | 1149 (3.7) |
| Critical care/emergency medicine | 1578 (4.8) | 1551 (4.9) |
| Surgery | 3377 (10.3) | 3214 (10.2) |
| Pediatrics | 1334 (4.1) | 1280 (4.1) |
| Other | 2936 (9.0) | 2793 (8.9) |
| Trainee/first years in practice | 5305 (16.2) | 5007 (15.9) |
| Missing | 1015 (3.1) | 872 (2.8) |
| No. of ED or hospitalized patients with suspected or confirmed COVID-19 treated by physician during first year of pandemic | ||
| 0 | NA | 23 530 (88.9) |
| 1-5 | NA | 1540 (5.8) |
| ≥6 | NA | 1395 (5.3) |
| Mental health visit in the past 2 y | ||
| Yes | 5706 (17.4) | 5758 (18.3) |
| No | 27 000 (82.6) | 25 714 (81.7) |
Abbreviation: ED, emergency department.
Characteristics of physicians were obtained annually on March 11 or at the time of their first eligibility in the calendar year.
Residents and fellows could not be associated with the care of patients suspected or confirmed to have COVID-19 (care was assigned through billing claims) and were excluded from this analysis.
Figure 1. Biweekly (14-day) Number of Outpatient Mental Health and Substance Use (MHSU) Visits by Physicians per 1000 Physicians Between March 1, 2017, and March 9, 2021
The vertical yellow column represents the declaration of the COVID-19 pandemic on March 11, 2020. The forecasted numbers and 95% CIs were generated from an autoregressive integrated moving average model, which was specified as (0,0,0) x (0,1,1)26.
Figure 2. Biweekly (14-day) Number of Outpatient Mental Health and Substance Use (MHSU) Visits by Physicians per 1000 Outpatient All-Cause Physician Visits Between March 1, 2017, and March 9, 2021
The vertical yellow column represents the declaration of the COVID-19 pandemic on March 11, 2020. The forecasted numbers and 95% CIs were generated from an autoregressive integrated moving average model, which was specified as (1,0,1) x (1,1,0)26.
Counts of Outpatient Mental Health and Substance Use-Related Codes by Physicians During the First 12 Months of the COVID-19 Pandemic Compared With 12 Months Earlier
| Code type | Count of codes (% of all codes) | % Change in codes | |
|---|---|---|---|
| Pre-COVID-19 | During COVID-19 | ||
| Total codes | 26 266 | 31 936 | 22.6 |
| Mental health codes | 23 574 (89.8) | 29 460 (92.3) | 25.6 |
| Anxiety, somatoform, dysthymia, dissociative, psychosomatic | 17 470 (66.5) | 22 072 (69.1) | 26.3 |
| Adjustment reaction | 919 (3.5) | 1308 (4.1) | 42.3 |
| Mood disorders | 4104 (15.6) | 4868 (15.2) | 18.6 |
| Other mental health codes | 1081 (4.1) | 1212 (3.8) | 12.1 |
| Economic and social problem codes | 741 (2.8) | 627 (2.0) | −15.4 |
| Drug and alcohol use codes | 1951 (7.4) | 1849 (5.8) | −5.2 |
Pre-COVID-19 pandemic: March 11, 2019, to March 10, 2020; during COVID-19 pandemic: March 11, 2020, to March 10, 2021.
Codes include visits to psychiatrists and family/general practice. There are more outpatient mental health and substance use visits than codes as all visits to psychiatrist (regardless of code) were included.
Outpatient Mental Health and Substance Use-Related Visits by Physicians During the First 12 Months of the COVID-19 Pandemic Compared With 12 Months Earlier
| Variable | Pre-COVID-19 pandemic | During COVID-19 pandemic | Crude % change in rates of visits | Incident rate ratio (95% CI) | ||
|---|---|---|---|---|---|---|
| No. of outpatient mental health and substance use visits (%) | No. of visits per 1000 physicians | No. of outpatient mental health and substance use visits (%) | No. of visits per 1000 physicians | |||
| Overall | 26 666 | 816.8 | 32 627 | 1037.46 | 27.0 | 1.13 (1.07-1.19) |
| Sex | ||||||
| Female | 16 489 (61.8) | 1059.3 | 20 463 (62.7) | 1358.8 | 28.3 | 1.16 (1.09-1.25) |
| Male | 10 177 (38.2) | 595.8 | 12 164 (37.3) | 742.2 | 24.6 | 1.07 (0.97-1.18) |
| Age, y | ||||||
| <50 | 20 816 (78.1) | 841.2 | 24 633 (75.5) | 1076.3 | 28.0 | 1.14 (1.07-1.21) |
| ≥50 | 5850 (21.9) | 740.5 | 7994 (24.5) | 933.7 | 26.1 | 1.10 (0.97-1.24) |
| Rural | ||||||
| Yes | 543 (2.0) | 451.5 | 767 (2.4) | 635.5 | 40.7 | 1.30 (0.84-2.00) |
| No | 26 023 (97.6) | 835.4 | 31 721 (97.2) | 1057.6 | 26.6 | 1.13 (1.06-1.19) |
| Specialty | ||||||
| Family medicine | 7110 (26.7) | 687.6 | 4362 (27.9) | 890.3 | 29.5 | NC |
| General internal medicine and specialties | 2284 (3.2) | 558.7 | 1393 (8.9) | 733.4 | 31.3 | NC |
| Psychiatry | 5324 (20.0) | 3441.5 | 6429 (19.7) | 4252.0 | 23.5 | NC |
| Anesthesia | 501 (1.9) | 427.1 | 854 (2.6) | 743.3 | 74.0 | NC |
| Critical care/emergency medicine | 1097 (4.1) | 696.1 | 1299 (4.0) | 838.1 | 20.4 | NC |
| Surgery | 1250 (4.7) | 370.9 | 1480 (4.5) | 460.6 | 24.2 | NC |
| Pediatrics | 806 (3.0) | 604.2 | 1024 (3.1) | 801.3 | 32.6 | NC |
| Other | 1631 (6.1) | 556.1 | 1861 (5.7) | 666.6 | 19.9 | NC |
| Trainee/first years in practice | 5638 (21.1) | 1069.4 | 6617 (20.3) | 1323.4 | 23.7 | NC |
| Missing | 1025 (3.8) | 1011.9 | 1144 (3.5) | 1313.4 | 29.8 | NC |
| No. of ED or hospitalized patients with suspected or confirmed COVID-19 treated by physician | ||||||
| 0 | 19 366 (92.5) | 823.6 | 26 010 (92.4) | 1022.2 | 24.1 | 1.13 (1.06-1.21) |
| 1-5 | 756 (3.6) | 491.2 | 996 (3.8) | 647.2 | 31.7 | 1.23 (0.89-1.70) |
| ≥6 | 802 (3.8) | 574.9 | 978 (3.8) | 701.1 | 21.9 | 1.05 (0.77-1.43) |
| Mental health visit in the past 2 y | ||||||
| Yes | 23 014 (86.3) | 4041.1 | 27 731 (85.0) | 4821.1 | 19.3 | 0.99 (0.92-1.07) |
| No | 3652 (13.7) | 135.5 | 4896 (15.0) | 190.5 | 40.6 | 1.72 (1.60-1.85) |
Abbreviations: ED, emergency department; NC, not completed.
Pre-COVID-19 pandemic: March 11, 2019, to March 10, 2020; during COVID-19 pandemic: March 11, 2020, to March 10, 2021.
Incident rate ratio comparing count of visits (per physician) during the first 12 months of COVID-19 to the previous 12 months. Analyses were adjusted for sex, age, rurality, specialty, and prior mental health.
Rows do not sum to 100% owing to missing status on location.
Incident rate ratios not completed for individual specialties.
Residents and fellows could not be associated with the care of patients suspected or confirmed to have COVID-19 (care was assigned through billing claims) and were excluded from this analysis.
Interaction test for subgroup difference was significant (P < .001) only for those with and without a mental health visit in the past 2 years.