| Literature DB >> 34338794 |
Michael A Campitelli1, Susan E Bronskill1,2,3,4, Laura C Maclagan1, Daniel A Harris1,5, Cecilia A Cotton6, Mina Tadrous1,4,7, Andrea Gruneir1,4,8, David B Hogan9, Colleen J Maxwell1,10,11.
Abstract
Importance: COVID-19 has had devastating effects on the health and well-being of older adult residents and health care professionals in nursing homes. Uncertainty about the associated consequences of these adverse effects on the use of medications common to this care setting remains. Objective: To examine the association between the COVID-19 pandemic and prescription medication changes among nursing home residents. Design, Setting, and Participants: This population-based cohort study with an interrupted time-series analysis used linked health administrative data bases for residents of all nursing homes (N = 630) in Ontario, Canada. During the observation period, residents were divided into consecutive weekly cohorts. The first observation week was March 5 to 11, 2017; the last observation week was September 20 to 26, 2020. Exposures: Onset of the COVID-19 pandemic on March 1, 2020. Main Outcomes and Measures: Weekly proportion of residents dispensed antipsychotics, benzodiazepines, antidepressants, anticonvulsants, opioids, antibiotics, angiotensin receptor blockers (ARBs), and angiotensin-converting enzyme (ACE) inhibitors. Autoregressive integrated moving average models with step and ramp intervention functions tested for level and slope changes in weekly medication use after the onset of the pandemic and were fit on prepandemic data for projected trends.Entities:
Year: 2021 PMID: 34338794 PMCID: PMC8329744 DOI: 10.1001/jamanetworkopen.2021.18441
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Yearly Baseline Characteristics of Ontario Nursing Home Residents During Study Period
| Age, mean (SD), y | 83.4 (10.8) | 83.4 (10.8) | 83.4 (10.8) | 83.4 (10.8) | 0.00 | 0.00 | 0.00 |
| Age group, y | |||||||
| 18-64 | 5131 (6.7) | 5044 (6.6) | 4973 (6.5) | 4960 (6.5) | 0.01 | 0.01 | 0.00 |
| 65-74 | 8540 (11.2) | 8648 (11.4) | 9086 (11.9) | 9351 (12.2) | 0.03 | 0.03 | 0.01 |
| 75-84 | 20 441 (26.8) | 20 524 (27.1) | 20 550 (26.9) | 20 650 (27.0) | 0.00 | 0.00 | 0.00 |
| ≥85 | 42 163 (55.3) | 41 634 (54.9) | 41 803 (54.7) | 41 588 (54.3) | 0.02 | 0.01 | 0.01 |
| Sex | |||||||
| Female | 52 898 (69.4) | 52 462 (69.2) | 52 661 (68.9) | 52 443 (68.5) | 0.02 | 0.01 | 0.01 |
| Male | 23 377 (30.6) | 23 388 (30.8) | 23 751 (31.1) | 24 106 (31.5) | 0.02 | 0.01 | 0.01 |
| Frailty | |||||||
| Robust | 10 380 (13.6) | 9774 (12.9) | 9644 (12.6) | 9278 (12.1) | 0.04 | 0.02 | 0.02 |
| Prefrail | 22 327 (29.3) | 22 190 (29.3) | 22 406 (29.3) | 22 924 (29.9) | 0.01 | 0.02 | 0.01 |
| Frail | 43 568 (57.1) | 43 886 (57.9) | 44 362 (58.1) | 44 347 (57.9) | 0.02 | 0.00 | 0.00 |
| Comorbidities | |||||||
| Dementia | 48 669 (63.8) | 48 617 (64.1) | 48 649 (63.7) | 48 502 (63.4) | 0.01 | 0.02 | 0.01 |
| Diabetes | 20 779 (27.2) | 20 703 (27.3) | 20 970 (27.4) | 21 128 (27.6) | 0.01 | 0.01 | 0.00 |
| CHF | 8493 (11.1) | 8463 (11.2) | 8514 (11.1) | 8558 (11.2) | 0.00 | 0.00 | 0.00 |
| Hypertension | 48 803 (64.0) | 48 427 (63.8) | 48 811 (63.9) | 48 815 (63.8) | 0.00 | 0.00 | 0.00 |
| Arteriosclerotic heart disease | 11 432 (15.0) | 11 284 (14.9) | 11 363 (14.9) | 11 422 (14.9) | 0.00 | 0.00 | 0.00 |
| Stroke | 15 600 (20.5) | 15 550 (20.5) | 15 375 (20.1) | 14 995 (19.6) | 0.02 | 0.02 | 0.01 |
| Cancer | 6326 (8.3) | 6331 (8.3) | 6612 (8.7) | 6789 (8.9) | 0.02 | 0.02 | 0.01 |
| COPD | 11 299 (14.8) | 11 111 (14.6) | 10 995 (14.4) | 10 809 (14.1) | 0.02 | 0.02 | 0.01 |
| Arthritis | 34 184 (44.8) | 34 289 (45.2) | 33 710 (44.1) | 32 987 (43.1) | 0.03 | 0.04 | 0.02 |
| Depression | 25 374 (33.3) | 25 081 (33.1) | 25 250 (33.0) | 25 264 (33.0) | 0.01 | 0.00 | 0.00 |
| Seizure disorder | 4629 (6.1) | 4669 (6.2) | 4720 (6.2) | 4661 (6.1) | 0.00 | 0.00 | 0.00 |
Abbreviations: CHF, congestive heart failure; COPD, chronic obstructive pulmonary disease.
Unless indicated otherwise, data are expressed as No. (%) of patients. Percentages have been rounded and may not total 100.
A threshold of 0.10 was selected a priori to represent a clinically meaningful difference; no characteristics in any year-to-year comparison reached this threshold.
Observation week was March 5 to 11, 2017.
Observation week was March 4 to 10, 2018.
Observation week was March 3 to 9, 2019.
Observation week was March 1 to 7, 2020.
Figure 1. Observed Weekly Proportion of Residents Dispensed Antipsychotics, Trazodone, Benzodiazepines, and Antidepressants Compared With Projected Use
Data were plotted from March 2019 to September 2020 to provide greater resolution for trends during the pandemic period.
Figure 2. Observed Weekly Proportion of Residents Dispensed Anticonvulsants and Opioids Compared With Projected Use
Data were plotted from March 2019 to September 2020 to provide greater resolution for trends during the pandemic period.
Figure 3. Observed Weekly Proportion of Residents Dispensed Antibiotics, Angiotensin Receptor Blockers (ARBs), and Angiotensin-Converting Enzyme (ACE) Inhibitors Compared With Projected Use
Data were plotted from March 2019 to September 2020 to provide greater resolution for trends during the pandemic period.
Autoregressive Integrated Moving Average Model Results Summarizing the Association of the COVID-19 Pandemic With Medication Prescribing in Ontario Nursing Homes
| Medication | Prepandemic period | Pandemic period | Step intervention | Ramp intervention | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean (SD) observed weekly proportion of users, % | Observed proportion of users in last week, % | Mean (SD) observed weekly proportion of users, % | Observed proportion of users in last week, % | Estimated proportion of users in last week, % | Absolute difference in observed vs projected users in last week, % | Parameter estimate, β (SE) | Parameter estimate, β (SE) | |||
| Central nervous system | ||||||||||
| Antipsychotics | 25.20 (0.19) | 25.33 | 26.02 (0.52) | 26.87 | 25.35 | 1.52 | –0.004 (0.045) | .92 | 0.051 (0.010) | <.001 |
| Benzodiazepines | 9.99 (0.70) | 8.94 | 8.99 (0.11) | 9.07 | 8.43 | 0.64 | –0.069 (0.042) | .10 | 0.026 (0.003) | <.001 |
| Antidepressants | 49.59 (0.59) | 50.71 | 51.51 (0.72) | 52.52 | 51.10 | 1.43 | –0.030 (0.051) | .56 | 0.046 (0.013) | <.001 |
| Trazodone | 24.73 (0.23) | 25.03 | 25.60 (0.44) | 26.23 | 25.18 | 1.06 | 0.050 (0.049) | .31 | 0.033 (0.010) | <.001 |
| Anticonvulsants | 18.18 (0.67) | 19.26 | 19.67 (0.34) | 20.21 | 19.73 | 0.48 | 0.050 (0.030) | .10 | 0.014 (0.006) | .03 |
| Opioids | 20.10 (0.44) | 19.56 | 19.97 (0.34) | 20.47 | 19.40 | 1.06 | –0.050 (0.060) | .40 | 0.038 (0.007) | <.001 |
| Other | ||||||||||
| Antibiotics | 7.11 (0.32) | 6.96 | 6.56 (0.18) | 6.64 | 7.07 | –0.43 | –0.092 (0.127) | .47 | –0.011 (0.012) | .38 |
| ARBs | 10.08 (0.09) | 9.87 | 9.49 (0.14) | 9.44 | 9.64 | –0.20 | 0.027 (0.025) | .28 | –0.005 (0.011) | .63 |
| ACE inhibitors | 20.39 (0.36) | 20.42 | 20.41 (0.06) | 20.34 | 20.51 | –0.17 | –0.007 (0.032) | .83 | –0.002 (0.011) | .85 |
Abbreviations: ACE, angiotensin-converting enzyme; ARBs, angiotensin receptor blockers.
First observation week of period was March 5 to 11, 2017; last observation week of period, February 23 to 29, 2020.
First observation week of period was March 1 to 7, 2020; last observation week of period, September 20 to 26, 2020.
The step intervention tests for an initial immediate level change in weekly medication use after the onset of the pandemic.
The ramp intervention tests for a change in the slope of weekly medication use in the pandemic period vs the prepandemic period.
Observation week was February 23 to 29, 2020.
Observation week was September 20 to 26, 2020.
The final ARIMA model for each medication class was applied to only observation weeks from the prepandemic period to estimate use in the hypothetical absence of a pandemic.