| Literature DB >> 33782051 |
Rachel S Bergmans1, Peter S Larson2.
Abstract
OBJECTIVE: Determine the early impact of the COVID-19 pandemic on emergency department (ED) encounters for suicide attempt and intentional self-harm at a regional tertiary academic medical centre in Washtenaw County, Michigan, which is one of the wealthier and more diverse counties in the state.Entities:
Keywords: clinical epidemiology; social epidemiology; suicide; time-series
Year: 2021 PMID: 33782051 PMCID: PMC8008914 DOI: 10.1136/jech-2020-215333
Source DB: PubMed Journal: J Epidemiol Community Health ISSN: 0143-005X Impact factor: 3.710
Characteristics of emergency department (ED) patients for suicide attempt and intentional self-harm, UMHS 2015–2020
| Characteristics | n |
| Gender (%) | |
| Female | 1861 (62.0) |
| Male | 1141 (38.0) |
| Age in years (mean, SD) | 26.4 (14.9) |
| Age categories (%) | |
| Younger than 18 | 1319 (44.0) |
| 18–65 | 1623 (54.1) |
| Older than 65 | 59 (2.0) |
| Marital status (%) | |
| Unmarried | 2314 (89.2) |
| Married | 279 (10.8) |
| Race (%) | |
| Caucasian | 2330 (78.0) |
| African-American | 377 (12.6) |
| Other | 168 (5.6) |
| Asian | 112 (3.8) |
| Ethnicity (%) | |
| Non-Hispanic or Latino | 2789 (93.5) |
| Hispanic or Latino | 159 (5.3) |
| Unknown | 33 (1.1) |
| Patient refused | 2 (0.1) |
| Total ED encounters (median, SD) | 2.2 (2.4) |
| ED encounter frequency (%) | |
| One encounter | 1204 (40.1) |
| Two encounters | 1198 (39.9) |
| Three or more encounters | 600 (20.0) |
*Column totals for variables may differ due to missing information.
UMHS, University of Michigan Health System.
Figure 1Time series plot for suicide attempt and intentional self-harm emergency department (ED) encounters, 1 October 2015 to 31 October 2020. Loess interpolation curves for time periods before and after the COVID-19 pandemic illustrate trend. Red vertical line represents 10 March 2020, when the first cases of COVID-19 were identified in Michigan.
Maximum likelihood estimation for ARIMA testing the short-term effects of the COVID-19 pandemic on emergency department encounters* for suicide attempt and intentional self-harm, UMHS 2015–2020†
| Parameter | β‡ (SE) | P value |
| Step effect§ | ||
| Intercept | 1.963 (0.052) | <0.001 |
| AR lag 1 | 1.434 (0.079) | <0.001 |
| AR lag 2 | −0.444 (0.073) | <0.001 |
| MA lag 1 | −1.077 (0.084) | <0.001 |
| MA lag 2 | 0.110 (0.070) | 0.12 |
| COVID-19 pandemic | −0.509 (0.127) | <0.001 |
| Ramp effect¶ | ||
| Intercept | 1.954 (0.055) | <0.001 |
| AR lag 1 | 1.425 (0.074) | <0.001 |
| AR lag 2 | −0.434 (0.070) | <0.001 |
| MA lag 1 | −1.066 (0.080) | <0.001 |
| MA lag 2 | 0.103 (0.069) | 0.13 |
| Time from onset of COVID-19 pandemic | −0.003 (0.001) | <0.001 |
*Natural log of total encounters per day.
†1 October 2015 to 31 October 2020; observation days n=1858.
‡Can be converted to percentage change using the equation (eβ−1)*100.
§ARIMA(2,1,2); AIC=3015.257.
¶ARIMA(2,1,2); AIC=3347.07.
AIC, Akaike information criterion; AR, autoregressive; ARIMA, autoregressive integrated moving average; MA, moving average; UMHS, University of Michigan Health System.
Patient demographics for emergency department (ED) encounters after versus before the COVID-19 pandemic, UMHS 2015–2020
| Total | COVID-19 in Michigan | OR (95% CI)* | ||
| Days before | Days after | |||
| n | n | |||
| Gender (%) | ||||
| Female | 6837 (63.6) | 6022 (64.0) | 815 (60.5) | Reference |
| Male | 3916 (36.4) | 3383 (36.0) | 533 (39.5) | 1.16 (1.04 to 1.31) |
| Age, mean (SD | 27.1 (14.8) | 27.0 (14.9) | 27.9 (14.3) | 1.00 (1.00 to 1.01) |
| Age group (%) | ||||
| Younger than 18 | 4590 (42.7) | 4107 (43.7) | 483 (35.8) | Reference |
| 18–65 | 5996 (55.8) | 5145 (54.7) | 851 (63.1) | 1.41 (1.25 to 1.58) |
| Older than 65 | 166 (1.5) | 152 (1.6) | 14 (1.0) | 0.79 (0.43 to 1.33) |
| Race (%) | ||||
| Caucasian | 8471 (79.0) | 7383 (78.7) | 1088 (81.3) | Reference |
| African American | 1337 (12.5) | 1185 (12.6) | 152 (11.4) | 0.87 (0.72 to 1.04) |
| Other | 537 (5.0) | 471 (5.0) | 66 (4.9) | 0.95 (0.72 to 1.23) |
| Asian | 374 (3.5) | 342 (3.7) | 32 (2.4) | 0.64 (0.43 to 0.91) |
| Marital status (%) | ||||
| Unmarried | 8305 (90.8) | 7282 (90.3) | 1023 (94.4) | Reference |
| Married | 839 (9.2) | 778 (9.7) | 61 (5.6) | 0.56 (0.42 to 0.73) |
| ED encounter frequency (%) | ||||
| One encounter | 2497 (23.2) | 2201 (23.4) | 296 (22.0) | Reference |
| Two encounters | 3695 (34.4) | 3269 (34.8) | 426 (31.6) | 0.97 (0.83 to 1.14) |
| Three or more encounters | 4561 (42.4) | 3935 (41.8) | 626 (46.4) | 1.18 (1.02 to 1.37) |
*Bivariate logistic regression tests change in patient demographic proportions after versus before the COVID-19 pandemic in Michigan.
UMHS, University of Michigan Health System.