Introduction
Methods
Results
Conclusions
INTRODUCTION
Thebault R, Horton A, Beachum L. How to prepare for coronavirus in the U.S. The Washington Post. March 11, 2020.https://www.washingtonpost.com/health/2020/02/26/how-to-prepare-for-coronavirus/. Accessed March 17, 2021.
How to protect yourself & others. Centers for Disease Control and Prevention. https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html. Updated August 13, 2021. Accessed August 17, 2021.
Grant R. ‘Some families end up homeless’: Jacksonville advocacy group urges utility districts to stop disconnects during pandemic. Action News Jax. October 8, 2020.https://www.actionnewsjax.com/news/local/duval-county/some-families-end-up-homeless-jacksonville-advocacy-group-urges-utility-districts-stop-disconnects-during-pandemic/UY2UTFL2RVGANDF3HK4M4MYD4M/. Accessed March 17, 2021.
Laudenslager C. Charleston Water System expects 500 shutoffs per day in upcoming weeks. Count on News 2. September 3, 2020.https://www.counton2.com/news/local-news/charleston-county-news/charleston-water-system-expects-500-shutoffs-per-day-in-upcoming-weeks/. Accessed August 12, 2021.
Broders B. MLGW customers complain of long wait times, dropped calls as they scramble to avoid being disconnected. Local abc 24. August 25, 2020. https://www.localmemphis.com/article/news/local/mlgw-customers-long-wait-times-dropped-calls-disconnections/522-3f2dec0e-3e12-4ff9-889b-a8fe3d38d602. Accessed August 12, 2021.
Household pulse survey: measuring social and economic impacts during the coronavirus pandemic.
- Colton R
- Homsy GC
- Warner ME
- Warner ME
- Zhang X
- Rivas MG
Lakhani N. Detroit suspends water shutoffs over Covid-19 fears. The Guardian. March 12, 2020.https://www.theguardian.com/us-news/2020/mar/12/detroit-water-shutoffs-unpaid-bills-coronavirus. Accessed March 17, 2021.
- Warner ME
- Zhang X
- Rivas MG
- Homsy GC
- Warner ME
Access to water and measures in case of non-payment.
Access to water and measures in case of non-payment.
2019 State of the water industry report.
Botts J. ‘The most basic form of PPE’: 1.6 million households face water shutoffs. Calmatters. February 19, 2021. https://calmatters.org/california-divide/2021/01/water-debt-california-households-face-water-shutoffs/. Accessed March 18, 2021.
Report on status of municipal utility customer accounts March 16, 2020 – December 15, 2020.
Investigation on the commission's own motion to ensure safe, reliable and affordable access to utility services during the declared public health emergency for COVID-19.
Executive order 124 data for report to governor.
METHODS
Study Sample
Measures

State-level mask requirements in response to the coronavirus (COVID-19) pandemic, 2020-2021. Ballotpedia. https://ballotpedia.org/State-level_mask_requirements_in_response_to_the_coronavirus_(COVID-19)_pandemic. Updated January 14, 2021. Accessed February 15, 2021.
- Broaddus M
Risk for COVID-19 infection, hospitalization, and death by race/ethnicity. Centers for Disease Control and Prevention.https://www.cdc.gov/coronavirus/2019-ncov/covid-data/investigations-discovery/hospitalization-death-by-race-ethnicity.html. Updated August 9, 2021. Accessed August 13, 2021.
Risk for COVID-19 infection, hospitalization, and death by race/ethnicity. Centers for Disease Control and Prevention.https://www.cdc.gov/coronavirus/2019-ncov/covid-data/investigations-discovery/hospitalization-death-by-race-ethnicity.html. Updated August 9, 2021. Accessed August 13, 2021.
American community survey (2015–2019), 2020, U.S. Census Bureau; Suitland-Silver Hill, MD, December 10. https://www.census.gov/newsroom/press-kits/2020/acs-5-year.html. Accessed January 25, 2021.
American community survey (2015–2019), 2020, U.S. Census Bureau; Suitland-Silver Hill, MD, December 10. https://www.census.gov/newsroom/press-kits/2020/acs-5-year.html. Accessed January 25, 2021.
Statistical Analysis
The COVID tracking project.
RESULTS
Variables | n | Mean | SD | Min | Max |
---|---|---|---|---|---|
Daily COVID-19 infection growth rate | 12,950 | 1.62 | 1.30 | 0 | 14.06 |
Daily COVID-19 death growth rate | 12,950 | 1.38 | 1.75 | 0 | 38.46 |
Daily COVID-19 test growth rate | 12,950 | 1.61 | 1.29 | 0 | 13.51 |
Daily COVID-19 hospitalization growth rate | 12,950 | 0.76 | 5.78 | −100 | 134.78 |
Moratorium on water shutoff | 12,950 | 0.42 | 0.49 | 0 | 1 |
Comprehensive coverage of moratorium | 12,950 | 0.22 | 0.42 | 0 | 1 |
Mask mandate in place | 12,950 | 0.54 | 0.50 | 0 | 1 |
Percentage Hispanic population | 12,950 | 11.90 | 10.28 | 1.56 | 48.79 |
Percentage essential worker | 12,950 | 32.90 | 2.84 | 25.68 | 40.65 |
Percentage population with health insurance | 12,950 | 91.77 | 2.99 | 82.76 | 97.28 |
State-level mask requirements in response to the coronavirus (COVID-19) pandemic, 2020-2021. Ballotpedia. https://ballotpedia.org/State-level_mask_requirements_in_response_to_the_coronavirus_(COVID-19)_pandemic. Updated January 14, 2021. Accessed February 15, 2021.
- Broaddus M
Variables | Daily infection growth rate | Daily death growth rate |
---|---|---|
Moratorium on water shutoff | −0.235 | −0.135 |
Comprehensive coverage of moratorium | −0.169 | −0.228 |
Mask mandates | −0.214 | −0.103 |
Percentage Hispanic population | 0.003 | 0.004 |
Percentage essential workers | 0.020 | 0.038 |
Percentage health insurance coverage | 0.001 | −0.013 |
Daily COVID-19 test growth rate | 0.552 | — |
Daily COVID-19 hospitalization growth rate | — | 0.017 |
N (days for each of 50 states) | 12,950 | 12,950 |
Log likelihood | −17,197 | −19,784 |
State-level mask requirements in response to the coronavirus (COVID-19) pandemic, 2020-2021. Ballotpedia. https://ballotpedia.org/State-level_mask_requirements_in_response_to_the_coronavirus_(COVID-19)_pandemic. Updated January 14, 2021. Accessed February 15, 2021.
- Broaddus M
DISCUSSION
American community survey (2015–2019), 2020, U.S. Census Bureau; Suitland-Silver Hill, MD, December 10. https://www.census.gov/newsroom/press-kits/2020/acs-5-year.html. Accessed January 25, 2021.
- Montag C
Thebault R, Horton A, Beachum L. How to prepare for coronavirus in the U.S. The Washington Post. March 11, 2020.https://www.washingtonpost.com/health/2020/02/26/how-to-prepare-for-coronavirus/. Accessed March 17, 2021.
How to protect yourself & others. Centers for Disease Control and Prevention. https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html. Updated August 13, 2021. Accessed August 17, 2021.
- Zhang X
- Warner ME
Centers for Disease Control and Prevention. Temporary halt in residential evictions to prevent the further spread of COVID-19.https://www.federalregister.gov/documents/2020/09/04/2020-19654/temporary-halt-in-residential-evictions-to-prevent-the-further-spread-of-covid-19. Accessed May 21, 2021.
National Association of Clean Water Agencies. Recovering from coronavirus: mitigating the economic cost of maintaining water and wastewater service in the midst of a global pandemic and national economic shut-down. Washington, DC: National Association of Clean Water Agencies. https://www.nacwa.org/docs/default-source/resources—public/water-sector-covid-19-financial-impacts.pdf. Published June 9, 2020. Accessed August 13, 2021.
- Mack EA
- Wrase S
Consumer expenditure survey. BLS Beta Labs. https://beta.bls.gov/dataViewer/view/timeseries/CXUWATERLB1801M. Updated July 27, 2021. Accessed August 13, 2021.
- Warner ME
- Rivas MG
- Grant M
- Zhang X
A comprehensive assessment of America's infrastructure: 2021 report card for America's infrastructure.
Limitations
CONCLUSIONS
ACKNOWLEDGMENTS
CRediT AUTHOR STATEMENT
Appendix. SUPPLEMENTAL MATERIAL
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