Mental Health Conditions– and Substance Use—Associated Emergency Department Visits during the COVID-19 Pandemic in Nevada, USA
Abstract
:1. Introduction
2. Methods
2.1. Data
2.2. Measures and Data Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Characteristic | 2018 | 2019 | 2020 | 2021 |
---|---|---|---|---|
Number of ED visits, n | 1,107,950 | 1,153,000 | 924,887 | 999,579 |
Age, mean (St.d.) ⁋, years | 38.4 (23.0) | 38.5 (23.1) | 40.4 (22.0) | 39.5 (22.3) |
Gender n (%) * | ||||
Women | 606,721 (54.8) | 629,789 (54.6) | 495,011 (53.5) | 540,215 (54.0) |
Men | 501,121 (45.2) | 523,105 (45.4) | 429,793 (46.5) | 459,272 (45.9) |
Race/ethnicity n (%) * | ||||
White | 598,386 (54.1) | 598,654 (51.9) | 478,805 (51.8) | 487,453 (48.8) |
Hispanic | 144,801 (13.1) | 158,373 (13.7) | 121,676 (13.2) | 140,521 (14.1) |
Black | 209,026 (18.9) | 222,514 (19.3) | 181,597 (19.6) | 211,872 (21.2) |
Asians | 41,133 (3.7) | 43,589 (3.8) | 35,043 (3.8) | 42,163 (4.2) |
Others | 114,604 (10.3) | 129,870 (11.3) | 107,766 (11.6) | 117,570 (11.7) |
Payer source n (%) * | ||||
Private insurance | 353,464 (31.9) | 365,490 (31.7) | 298,678 (32.3) | 298,678 (32.8) |
Medicaid | 416,205 (37.6) | 430,550 (37.3) | 337,225 (36.5) | 380,201 (38.0) |
Medicare | 193,348 (17.5) | 197,839 (17.2) | 160,015 (17.3) | 160,110 (16.0) |
Self-pay | 105,498 (9.5) | 116,877 (10.1) | 91,280 (9.9) | 90,605 (9.1) |
No charge | 23,471 (2.1) | 18,639 (1.6) | 13,849 (1.5) | 9306 (0.9) |
Others | 15,964 (1.4) | 23,605 (2.1) | 23,840 (2.6) | 31,323 (3.1) |
Mental health conditions n (%) * | ||||
Suicidal ideation-associated ED visits | 18,671 (1.69) | 17,786 (1.54) | 18,092 (1.96) | 18,905 (1.89) |
Suicide attempt-associated ED visits | 1118 (0.11) | 1117 (0.10) | 1181 (0.13) | 1223 (0.12) |
Schizophrenia-associated ED visits | 12,115 (1.09) | 15,190 (1.32) | 17,280 (1.87) | 14,761 (1.48) |
Use of substances n (%) * | ||||
Opioid-associated ED visits | 7475 (0.67) | 7025 (0.61) | 6519 (0.70) | 6265 (0.63) |
Cannabis-associated ED visits | 13,966 (1.26) | 13,759 (1.19) | 13,690 (1.48) | 11,750 (1.17) |
Alcohol-drinking-associated ED visits | 36,930 (3.33) | 38,976 (3.38) | 37,031 (4.00) | 37,760 (3.78) |
Smoking-associated ED visits | 82,271 (7.43) | 101,301 (8.79) | 89,402 (9.67) | 79,074 (7.91) |
Suicidal Ideation | Suicide Attempt | Schizophrenia | |||||||
---|---|---|---|---|---|---|---|---|---|
Independent Variable | OR ⁋ | 95% CI ⁌ | p-Value | OR ⁋ | 95% CI ⁌ | p-Value | OR ⁋ | 95% CI ⁌ | p-Value |
2018 (ref) * | |||||||||
2019 | 0.92 | 0.86–0.99 | 0.0289 | 0.92 | 0.83–1.01 | 0.0883 | 1.23 | 1.12–1.34 | <0.0001 |
2020 | 1.11 | 1.04–1.19 | 0.0012 | 1.20 | 1.09–1.33 | 0.0001 | 1.60 | 1.47–1.75 | <0.0001 |
2021 | 1.09 | 1.02–1.17 | 0.0057 | 1.16 | 1.05–1.27 | 0.0024 | 1.28 | 1.17–1.40 | <0.0001 |
2018 (ref) * | |||||||||
Age groups | |||||||||
35–44 (Ref) * | |||||||||
<12 | 0.05 | 0.04–0.07 | <0.0001 | 0.16 | 0.12–0.20 | <0.0001 | 0.003 | <0.001–0.008 | <0.0001 |
12–17 | 1.45 | 1.32–1.59 | <0.0001 | 4.86 | 4.32–5.46 | <0.0001 | 0.08 | 0.06–0.12 | <0.0001 |
18–24 | 0.95 | 0.87–1.04 | 0.2981 | 2.46 | 2.19–2.76 | <0.0001 | 0.54 | 0.48–0.61 | <0.0001 |
25–34 | 0.957 | 0.89–1.02 | 0.2249 | 1.31 | 1.17–1.47 | <0.0001 | 0.95 | 0.87–1.03 | 0.2639 |
45–54 | 0.802 | 0.74–0.86 | <0.0001 | 0.56 | 0.48–0.66 | <0.0001 | 0.79 | 0.72–0.86 | <0.0001 |
55–64 | 0.513 | 0.46–0.56 | <0.0001 | 0.28 | 0.23–0.34 | <0.0001 | 0.47 | 0.43–0.53 | <0.0001 |
≥65 | 0.093 | 0.08–0.10 | <0.0001 | 0.10 | 0.08–0.14 | <0.0001 | 0.07 | 0.05–0.08 | <0.0001 |
Gender | |||||||||
Men (ref) * | |||||||||
Women | 0.43 | 0.41–0.46 | <0.0001 | 0.92 | 0.86–0.99 | 0.0330 | 0.33 | 0.31–0.35 | <0.0001 |
Race/ethnicity | |||||||||
White (ref) * | |||||||||
Black | 0.83 | 0.78–0.89 | <0.0001 | 0.41 | 0.36–0.45 | <0.0001 | 1.41 | 1.32–1.52 | <0.0001 |
Hispanic | 0.63 | 0.58–0.69 | <0.0001 | 0.86 | 0.78–0.95 | 0.0028 | 0.86 | 0.77–0.96 | 0.0076 |
Asian | 0.68 | 0.58–0.80 | <0.0001 | 0.80 | 0.65–0.97 | 0.0287 | 0.67 | 0.53–0.84 | 0.0008 |
Payer source | |||||||||
Private insurance (Ref) * | |||||||||
Medicare | 3.25 | 2.95–3.57 | <0.0001 | 1.50 | 1.25–1.80 | <0.0001 | 7.42 | 6.59–8.37 | <0.0001 |
Medicaid | 2.29 | 2.15–2.44 | <0.0001 | 1.14 | 1.05–1.24 | 0.0009 | 4.19 | 3.80–4.61 | <0.0001 |
Uninsured | 1.02 | 0.92–1.12 | 0.6348 | 1.09 | 0.98–1.22 | 0.1092 | 1.11 | 0.96–1.29 | 0.1449 |
Opioids | Cannabis | Cigarette Smoking | Alcohol | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Independent Variable | OR ⁋ | 95% CI ⁌ | p-Value | OR ⁋ | 95% CI ⁌ | p-Value | OR ⁋ | 95% CI ⁌ | p-Value | OR ⁋ | 95% CI ⁌ | p-Value |
Years | ||||||||||||
2018 (ref) * | ||||||||||||
2019 | 0.92 | 0.86–0.98 | 0.0122 | 0.95 | 0.91–0.99 | 0.0428 | 1.23 | 1.19–1.28 | <0.0001 | 1.02 | 0.96–1.08 | 0.4408 |
2020 | 1.00 | 0.93–1.06 | 0.9979 | 1.11 | 1.06–1.16 | <0.0001 | 1.27 | 1.22–1.32 | <0.0001 | 1.12 | 1.05–1.19 | 0.0002 |
2021 | 0.93 | 0.87–0.99 | 0.0405 | 0.89 | 0.85–0.93 | <0.0001 | 1.05 | 1.01–1.09 | 0.0056 | 1.11 | 1.04–1.18 | 0.0005 |
Age groups | ||||||||||||
35–44 (Ref) * | ||||||||||||
<12 | 0.01 | 0.00–0.02 | <0.0001 | 0.02 | 0.01–0.02 | <0.0001 | 0.003 | 0.002–0.005 | <0.0001 | 0.002 | 0.001–0.006 | <0.0001 |
12–17 | 0.07 | 0.05–0.10 | <0.0001 | 0.75 | 0.69–0.82 | <0.0001 | 0.04 | 0.03–0.05 | <0.0001 | 0.14 | 0.11–0.17 | <0.0001 |
18–24 | 0.62 | 0.57–0.68 | <0.0001 | 1.56 | 1.48–1.63 | <0.0001 | 0.45 | 0.42–0.47 | <0.0001 | 0.59 | 0.54–0.64 | <0.0001 |
25–34 | 1.14 | 1.07–1.22 | <0.0001 | 1.30 | 1.24–1.36 | <0.0001 | 0.79 | 0.76–0.83 | <0.0001 | 0.80 | 0.75–0.86 | <0.0001 |
45–54 | 0.75 | 0.70–0.82 | <0.0001 | 0.67 | 0.64–0.71 | <0.0001 | 0.99 | 0.95–1.03 | 0.8644 | 1.08 | 1.01–1.15 | 0.0219 |
55–64 | 0.78 | 0.72–0.85 | <0.0001 | 0.50 | 0.47–0.54 | <0.0001 | 0.94 | 0.90–0.98 | 0.0065 | 1.31 | 1.22–1.40 | <0.0001 |
≥65 | 0.32 | 0.29–0.36 | <0.0001 | 0.16 | 0.15–0.18 | <0.0001 | 0.33 | 0.31–0.35 | <0.0001 | 0.46 | 0.42–0.51 | <0.0001 |
Gender | ||||||||||||
Men (ref) * | ||||||||||||
Women | 0.68 | 0.65–0.71 | <0.0001 | 0.57 | 0.55–0.59 | <0.0001 | 0.73 | 0.71–0.75 | <0.0001 | 0.36 | 0.35–0.38 | <0.0001 |
Race/ethnicity | ||||||||||||
White (ref) * | ||||||||||||
Black | 0.45 | 0.42–0.48 | <0.0001 | 1.29 | 1.25–1.34 | <0.0001 | 0.74 | 0.72–0.77 | <0.0001 | 0.53 | 0.50–0.57 | <0.0001 |
Hispanic | 0.46 | 0.42–0.50 | <0.0001 | 0.67 | 0.63–0.71 | <0.0001 | 0.38 | 0.36–0.40 | <0.0001 | 0.77 | 0.72–0.83 | <0.0001 |
Asian | 0.30 | 0.24–0.36 | <0.0001 | 0.57 | 0.51–0.64 | <0.0001 | 0.38 | 0.34–0.41 | <0.0001 | 0.48 | 0.41–0.56 | <0.0001 |
Payer source | ||||||||||||
Private insurance (Ref) * | ||||||||||||
Medicare | 2.82 | 2.58–3.09 | <0.0001 | 1.31 | 1.21–1.40 | <0.0001 | 1.67 | 1.59–1.75 | <0.0001 | 1.17 | 1.07–1.28 | 0.0005 |
Medicaid | 2.61 | 2.45–2.79 | <0.0001 | 1.29 | 1.24–1.34 | <0.0001 | 2.07 | 2.00–2.14 | <0.0001 | 2.16 | 2.04–2.29 | <0.0001 |
Uninsured | 1.67 | 1.53–1.82 | <0.0001 | 1.37 | 1.30–1.44 | <0.0001 | 1.30 | 1.24–1.36 | <0.0001 | 2.67 | 2.49–2.85 | <0.0001 |
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Mojtahedi, Z.; Guo, Y.; Kim, P.; Khawari, P.; Ephrem, H.; Shen, J.J. Mental Health Conditions– and Substance Use—Associated Emergency Department Visits during the COVID-19 Pandemic in Nevada, USA. Int. J. Environ. Res. Public Health 2023, 20, 4389. https://doi.org/10.3390/ijerph20054389
Mojtahedi Z, Guo Y, Kim P, Khawari P, Ephrem H, Shen JJ. Mental Health Conditions– and Substance Use—Associated Emergency Department Visits during the COVID-19 Pandemic in Nevada, USA. International Journal of Environmental Research and Public Health. 2023; 20(5):4389. https://doi.org/10.3390/ijerph20054389
Chicago/Turabian StyleMojtahedi, Zahra, Ying Guo, Pearl Kim, Parsa Khawari, Hailey Ephrem, and Jay J. Shen. 2023. "Mental Health Conditions– and Substance Use—Associated Emergency Department Visits during the COVID-19 Pandemic in Nevada, USA" International Journal of Environmental Research and Public Health 20, no. 5: 4389. https://doi.org/10.3390/ijerph20054389
APA StyleMojtahedi, Z., Guo, Y., Kim, P., Khawari, P., Ephrem, H., & Shen, J. J. (2023). Mental Health Conditions– and Substance Use—Associated Emergency Department Visits during the COVID-19 Pandemic in Nevada, USA. International Journal of Environmental Research and Public Health, 20(5), 4389. https://doi.org/10.3390/ijerph20054389