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COVID-19 / SPECIALTY RESEARCH

EconomicsIn perspective.

The key COVID-19 findings in economics, distilled into a clear, readable brief. The evidence is here whenever you want to go deeper.

INSIDE THIS MONITOR
39cited sources
21available findings

Study findings updated

AI-assisted evidence summary. For general information. These findings are not individual medical advice or a clinician endorsement.

THE SHORT VERSION

What’s worth knowing.

The key findings, what they mean, and the context that matters.

THE HEADLINE TAKEAWAY

Long COVID cohorts had higher annual healthcare costs

Mean annual total healthcare costs for adults with Long COVID versus contemporary controls were £6681.6 vs £2039.9 in Wales and £3378.3 vs £1355.8 in England.

This England-and-Wales analysis used contemporary controls. Design and adjustment details are not available in this summary.

See the evidence

Mean annual total healthcare cost for adults with Long COVID versus contemporary controls

Wales: £6681.6 vs £2039.9 (3.27-fold); England: £3378.3 vs £1355.8 (2.49-fold)

Dashtban, Ashkan et al.. Healthcare utilisation and cost among individuals with Long COVID in England and Wales: potential value of specialised post-COVID services.. Journal of the Royal Society of Medicine. 2026.

Added

02

Post-discharge costs exceeded pre-admission costs after COVID-19 hospitalization

Mean all-cause healthcare costs were +$13,808 per patient in the six months after discharge versus the six months before admission. Claims and inpatient days also rose.

Retrospective US claims analysis of Medicare fee-for-service beneficiaries aged ≥65 hospitalized with COVID-19. Index hospitalization costs were excluded; the comparator was the pre-admission period.

See the evidence

Mean all-cause healthcare cost change in the six months after discharge versus the six months before admission among Medicare fee-for-service beneficiaries aged ≥65 hospitalized with COVID-19; index hospitalization costs were excluded.

+$13,808 per patient; p<0.001

Yehoshua, Alon et al.. Costs and healthcare resource utilization after COVID-19 hospitalization among US Medicare patients: a retrospective claims analysis.. Journal of medical economics. 2026.

Added

Change in mean healthcare claims during the six-month post-discharge period versus the six-month pre-admission period among Medicare fee-for-service beneficiaries hospitalized with COVID-19.

+6.1 healthcare claims per patient; p<0.001

Yehoshua, Alon et al.. Costs and healthcare resource utilization after COVID-19 hospitalization among US Medicare patients: a retrospective claims analysis.. Journal of medical economics. 2026.

Added

Change in mean inpatient length of stay during the six-month post-discharge period versus the six-month pre-admission period.

+3.6 inpatient days; p<0.001

Yehoshua, Alon et al.. Costs and healthcare resource utilization after COVID-19 hospitalization among US Medicare patients: a retrospective claims analysis.. Journal of medical economics. 2026.

Added

03

Financial hardship was higher with activity-limiting Long COVID

27 percentage points higher

Compared with never-infected US adults, financial hardship was 27 percentage points higher with severe activity limitations and 9 percentage points higher with mild limitations.

National study of US adults. These are separate comparisons with never-infected adults, not a direct severe-versus-mild comparison; design and timeframe are unavailable.

See the evidence

Financial hardship for adults with long COVID and severe activity limitations compared to never-infected adults

27 percentage points higher

Das, Vivekananda. Trends in Financial Hardship by COVID-19 Infection History, Long COVID Status, and Day-to-Day Activity Limitations: A National Study of US Adults.. Family & community health. 2024.

Financial hardship for adults with long COVID and mild activity limitations compared to never-infected adults

9 percentage points higher

Das, Vivekananda. Trends in Financial Hardship by COVID-19 Infection History, Long COVID Status, and Day-to-Day Activity Limitations: A National Study of US Adults.. Family & community health. 2024.

04

Long COVID was estimated to keep millions of workers out

2-4M

A Brookings analysis estimated that Long COVID was keeping 2-4M workers out of the labor force.

Annual productivity loss attributed to Long COVID was reported as $170-230B; methods, geography and estimate year are unavailable.

See the evidence

Workforce Exit

2-4M
Workers out of labor force due to Long COVID

Bach K. New data shows long Covid is keeping as many as 4 million people out of work. Brookings Institution. 2022.

Annual Productivity Loss

$170-230B
Range: $140-280 billion (Long COVID workforce impact)

Bach K. New data shows long Covid is keeping as many as 4 million people out of work. Brookings Institution. 2022.

05

Treatment receipt was 31.0% in an eligible high-risk cohort

31.0% (13,499 patients)

Among the study-defined commercially insured population eligible for oral antivirals and at high risk, 31.0% (13,499 patients) received COVID-19 treatment. In the high-risk cohort, ward admission was 9.8%, with $14,715 mean total cost per patient overall.

Retrospective US database analysis. Treatment type was not specified in the finding, and no treated-versus-untreated cost or outcome comparison is available.

See the evidence

Receipt of COVID-19 treatment among the study-defined commercially insured, oral-antiviral-eligible population at high risk of severe disease.

31.0% (13,499 patients)

Mugwagwa, Tendai et al.. Real-world healthcare resource utilization and cost burden of COVID-19 in commercially insured adults at high-risk of severe disease in the US: a retrospective database analysis.. Journal of medical economics. 2026.

Added

All-cause general-ward admission and reported per-patient costs among commercially insured adults at high risk of severe COVID-19.

9.8%; mean total cost $14,715 per patient overall ($10,833 acute; $14,403 post-acute)

Mugwagwa, Tendai et al.. Real-world healthcare resource utilization and cost burden of COVID-19 in commercially insured adults at high-risk of severe disease in the US: a retrospective database analysis.. Journal of medical economics. 2026.

Added

All-cause ICU admission and reported per-patient costs in the high-risk commercially insured cohort.

1.3%; mean total cost $75,371 per patient overall ($62,882 acute; $71,666 post-acute)

Mugwagwa, Tendai et al.. Real-world healthcare resource utilization and cost burden of COVID-19 in commercially insured adults at high-risk of severe disease in the US: a retrospective database analysis.. Journal of medical economics. 2026.

Added

06

Wastewater surveillance economics hinged on model assumptions

An Ontario health-system model found year-round wastewater surveillance cost-effective at $50,000 CAD per quality-adjusted life-year with Omicron/BA.1-like detection at least 3 days earlier; at least 10 days earlier was cost-saving. For XBB-like outbreaks, at least 6 per decade was cost-effective.

The $15 million CAD/year program was maintained over 10 years; for an Omicron/BA.1-like outbreak, benefits accrued only in the outbreak year. The reference strategy is not identified.

See the evidence

Modeled Ontario health-system analysis of year-round WWS maintained over 10 years for an Omicron/BA.1-like outbreak, assuming benefits accrue only in the outbreak year.

$15 million CAD/year; cost-effective at $50,000 CAD/QALY with at least 3 days earlier detection

Sahakyan, Yeva et al.. Economic evaluation of wastewater surveillance in Ontario, Canada, using COVID-19 as a case study.. Canada communicable disease report = Releve des maladies transmissibles au Canada. 2026.

Added

Modeled Ontario health-system analysis of a $15 million CAD/year WWS program maintained over 10 years for an Omicron/BA.1-like outbreak.

Cost-saving with at least 10 days earlier detection

Sahakyan, Yeva et al.. Economic evaluation of wastewater surveillance in Ontario, Canada, using COVID-19 as a case study.. Canada communicable disease report = Releve des maladies transmissibles au Canada. 2026.

Added

Modeled scenario involving less severe, lower-transmission XBB-like outbreaks.

Cost-effective with at least 6 outbreaks per decade

Sahakyan, Yeva et al.. Economic evaluation of wastewater surveillance in Ontario, Canada, using COVID-19 as a case study.. Canada communicable disease report = Releve des maladies transmissibles au Canada. 2026.

Added

Study-specific findings. Different populations, treatments and follow-up periods can produce different results.

THE RESEARCH, AS IT ARRIVES

Latest studies.

The newest findings added to this collection.
The learning from each, already distilled.

  1. STUDY 01Findings added
    TL;DR

    Treatment uptake and admission costs in high-risk adults

    31.0% (13,499 patients)

    Among the study-defined oral-antiviral-eligible population, 31.0% (13,499 patients) received COVID-19 treatment. In the high-risk cohort, ward admission was 9.8% with $14,715 mean total cost per patient overall; intensive-care admission was 1.3% with $75,371.

    Retrospective US database analysis of commercially insured adults at high risk of severe COVID-19. Treatment type and treated-versus-untreated cost or outcome comparisons are unavailable.

    Study details & original results

    Mugwagwa, Tendai et al.. Real-world healthcare resource utilization and cost burden of COVID-19 in commercially insured adults at high-risk of severe disease in the US: a retrospective database analysis.. Journal of medical economics. 2026.

    Receipt of COVID-19 treatment among the study-defined commercially insured, oral-antiviral-eligible population at high risk of severe disease.

    31.0% (13,499 patients)

    All-cause general-ward admission and reported per-patient costs among commercially insured adults at high risk of severe COVID-19.

    9.8%; mean total cost $14,715 per patient overall ($10,833 acute; $14,403 post-acute)

    All-cause ICU admission and reported per-patient costs in the high-risk commercially insured cohort.

    1.3%; mean total cost $75,371 per patient overall ($62,882 acute; $71,666 post-acute)

    Citation in Economics
  2. STUDY 02Findings added
    TL;DR

    Post-discharge healthcare use exceeded pre-admission levels

    Mean all-cause healthcare costs were +$13,808 per patient in the six months after discharge versus the six months before admission. Mean claims increased by 6.1 per patient and mean inpatient length of stay by 3.6 days.

    Retrospective US claims analysis of Medicare fee-for-service beneficiaries aged ≥65 hospitalized with COVID-19. Index hospitalization costs were excluded.

    Study details & original results

    Yehoshua, Alon et al.. Costs and healthcare resource utilization after COVID-19 hospitalization among US Medicare patients: a retrospective claims analysis.. Journal of medical economics. 2026.

    Mean all-cause healthcare cost change in the six months after discharge versus the six months before admission among Medicare fee-for-service beneficiaries aged ≥65 hospitalized with COVID-19; index hospitalization costs were excluded.

    +$13,808 per patient; p<0.001

    Change in mean healthcare claims during the six-month post-discharge period versus the six-month pre-admission period among Medicare fee-for-service beneficiaries hospitalized with COVID-19.

    +6.1 healthcare claims per patient; p<0.001

    Change in mean inpatient length of stay during the six-month post-discharge period versus the six-month pre-admission period.

    +3.6 inpatient days; p<0.001

    Citation in Economics
  3. STUDY 03Findings added
    TL;DR

    Wastewater surveillance economics depended on timing and outbreaks

    An Ontario health-system model found year-round wastewater surveillance cost-effective at $50,000 CAD per quality-adjusted life-year with Omicron/BA.1-like detection at least 3 days earlier; at least 10 days earlier was cost-saving. For XBB-like outbreaks, at least 6 per decade was cost-effective.

    The $15 million CAD/year program was maintained over 10 years; for an Omicron/BA.1-like outbreak, benefits accrued only in the outbreak year. The reference strategy is not identified.

    Study details & original results

    Sahakyan, Yeva et al.. Economic evaluation of wastewater surveillance in Ontario, Canada, using COVID-19 as a case study.. Canada communicable disease report = Releve des maladies transmissibles au Canada. 2026.

    Modeled Ontario health-system analysis of year-round WWS maintained over 10 years for an Omicron/BA.1-like outbreak, assuming benefits accrue only in the outbreak year.

    $15 million CAD/year; cost-effective at $50,000 CAD/QALY with at least 3 days earlier detection

    Modeled Ontario health-system analysis of a $15 million CAD/year WWS program maintained over 10 years for an Omicron/BA.1-like outbreak.

    Cost-saving with at least 10 days earlier detection

    Modeled scenario involving less severe, lower-transmission XBB-like outbreaks.

    Cost-effective with at least 6 outbreaks per decade

    Citation in Economics
  4. STUDY 04Findings added
    TL;DR

    Long COVID costs were higher than controls in both countries

    Mean annual total healthcare costs for adults with Long COVID versus contemporary controls were £6681.6 vs £2039.9 in Wales and £3378.3 vs £1355.8 in England.

    This England-and-Wales analysis used contemporary controls. Design, cohort-selection and adjustment details are not available in this summary.

    Study details & original results

    Dashtban, Ashkan et al.. Healthcare utilisation and cost among individuals with Long COVID in England and Wales: potential value of specialised post-COVID services.. Journal of the Royal Society of Medicine. 2026.

    Mean annual total healthcare cost for adults with Long COVID versus contemporary controls

    Wales: £6681.6 vs £2039.9 (3.27-fold); England: £3378.3 vs £1355.8 (2.49-fold)

    Citation in Economics
4 of 4 study updates

Dates show when findings were added here, not when papers were published. Study populations and comparisons differ.

WHEN YOU WANT TO GO DEEPER
See all 21 findingsOriginal results, comparisons and study details.
6 of 6 source groupsFindings stay together with their study.
SOURCE 393 findings

Mugwagwa, Tendai et al.. Real-world healthcare resource utilization and cost burden of COVID-19 in commercially insured adults at high-risk of severe disease in the US: a retrospective database analysis.. Journal of medical economics. 2026.

All-cause general-ward admission and reported per-patient costs among commercially insured adults at high risk of severe COVID-19.

Added
9.8%; mean total cost $14,715 per patient overall ($10,833 acute; $14,403 post-acute)Source [39]

All-cause ICU admission and reported per-patient costs in the high-risk commercially insured cohort.

Added
1.3%; mean total cost $75,371 per patient overall ($62,882 acute; $71,666 post-acute)Source [39]
All 3 findings from this source

Receipt of COVID-19 treatment among the study-defined commercially insured, oral-antiviral-eligible population at high risk of severe disease.

Added
31.0% (13,499 patients)Source [39]
SOURCE 383 findings

Yehoshua, Alon et al.. Costs and healthcare resource utilization after COVID-19 hospitalization among US Medicare patients: a retrospective claims analysis.. Journal of medical economics. 2026.

Mean all-cause healthcare cost change in the six months after discharge versus the six months before admission among Medicare fee-for-service beneficiaries aged ≥65 hospitalized with COVID-19; index hospitalization costs were excluded.

Added
+$13,808 per patient; p<0.001Source [38]

Change in mean inpatient length of stay during the six-month post-discharge period versus the six-month pre-admission period.

Added
+3.6 inpatient days; p<0.001Source [38]
All 3 findings from this source

Change in mean healthcare claims during the six-month post-discharge period versus the six-month pre-admission period among Medicare fee-for-service beneficiaries hospitalized with COVID-19.

Added
+6.1 healthcare claims per patient; p<0.001Source [38]
SOURCE 373 findings

Sahakyan, Yeva et al.. Economic evaluation of wastewater surveillance in Ontario, Canada, using COVID-19 as a case study.. Canada communicable disease report = Releve des maladies transmissibles au Canada. 2026.

Modeled Ontario health-system analysis of year-round WWS maintained over 10 years for an Omicron/BA.1-like outbreak, assuming benefits accrue only in the outbreak year.

Added
$15 million CAD/year; cost-effective at $50,000 CAD/QALY with at least 3 days earlier detectionSource [37]

Modeled Ontario health-system analysis of a $15 million CAD/year WWS program maintained over 10 years for an Omicron/BA.1-like outbreak.

Added
Cost-saving with at least 10 days earlier detectionSource [37]
All 3 findings from this source

Modeled scenario involving less severe, lower-transmission XBB-like outbreaks.

Added
Cost-effective with at least 6 outbreaks per decadeSource [37]
SOURCE 364 findings

Dashtban, Ashkan et al.. Healthcare utilisation and cost among individuals with Long COVID in England and Wales: potential value of specialised post-COVID services.. Journal of the Royal Society of Medicine. 2026.

Mean annual total healthcare cost for adults with Long COVID versus contemporary controls

Added
Wales: £6681.6 vs £2039.9 (3.27-fold); England: £3378.3 vs £1355.8 (2.49-fold)Source [36]

GP consultation utilisation among Long COVID cohorts in Wales versus England

Added
26.76 (SD 22.07) vs 14.63 (SD 14.34) consultations per person-year; absolute difference 12.13 visits/yearSource [36]
All 4 findings from this source

Cross-national multiplicative difference-in-differences comparison of Long COVID-related costs in Wales versus England

Added
25% greater relative Long COVID-related cost increase in Wales (ratio 1.25)95% CI: 1.09-1.42Source [36]

Absolute excess corresponding to the greater relative Long COVID-related cost increase in Wales versus England

Added
£2501 excess per person-year95% CI: £1707-£3270Source [36]
SOURCE 032 findings

Bach K. New data shows long Covid is keeping as many as 4 million people out of work. Brookings Institution. 2022.

Original source link unavailableView citation [3]

Annual Productivity Loss

$170-230BRange: $140-280 billion (Long COVID workforce impact)Source [3]

Workforce Exit

2-4MWorkers out of labor force due to Long COVIDSource [3]
SOURCE 356 findings

Das, Vivekananda. Trends in Financial Hardship by COVID-19 Infection History, Long COVID Status, and Day-to-Day Activity Limitations: A National Study of US Adults.. Family & community health. 2024.

Financial hardship for long COVID with severe activity limitations vs. never-infected adults

27 percentage points higherSource [35]

Financial hardship for long COVID with mild activity limitations vs. never-infected adults

9 percentage points higherSource [35]
All 6 findings from this source

Financial hardship for long COVID with severe activity limitations vs. never-infected adults

27 percentage points higherSource [35]

Financial hardship for long COVID with mild activity limitations vs. never-infected adults

9 percentage points higherSource [35]

Financial hardship for adults with long COVID and severe activity limitations compared to never-infected adults

27 percentage points higherSource [35]

Financial hardship for adults with long COVID and mild activity limitations compared to never-infected adults

9 percentage points higherSource [35]
Browse the 39 original sourcesThe complete bibliography behind this monitor.
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    Cutler DM, Summers LH. The COVID-19 Pandemic and the $16 Trillion Virus. JAMA. 2020;324(15):1495-1496.

    Open original source in a new tab
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    Cutler DM. The Costs of Long COVID. JAMA Health Forum. 2022;3(5):e221809.

    Open original source in a new tab
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    Bach K. New data shows long Covid is keeping as many as 4 million people out of work. Brookings Institution. 2022.

    Original source link unavailable
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    Sheiner L, Salwati N. How much is long Covid reducing labor force participation? Brookings Institution. 2022.

    Original source link unavailable
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    Xie Y, Xu E, Bowe B, Al-Aly Z. Long-term cardiovascular outcomes of COVID-19. Nature Medicine. 2022;28(3):583-590.

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    Xie Y, Al-Aly Z. Risks and burdens of incident diabetes in long COVID. Lancet Diabetes Endocrinology. 2022;10(5):311-321.

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    Al-Aly Z, Bowe B, Xie Y. Long COVID after breakthrough SARS-CoV-2 infection. Nature Medicine. 2022;28(7):1461-1467.

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    Al-Aly Z, Xie Y, Bowe B. High-dimensional characterization of post-acute sequelae of COVID-19. Nature. 2021;594(7862):259-264.

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    Bowe B, Xie Y, Al-Aly Z. Acute and postacute sequelae associated with SARS-CoV-2 reinfection. Nature Medicine. 2022;28(11):2398-2405.

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    Chen C, Haupert SR, Zimmermann L, et al. Global Prevalence of Post-Coronavirus Disease 2019 (COVID-19) Condition or Long COVID: A Meta-Analysis and Systematic Review. J Infect Dis. 2022;226(9):1593-1607.

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    Bull-Otterson L, Baca S, Saydah S, et al. Post-COVID Conditions Among Adult COVID-19 Survivors Aged 18-64 and >=65 Years - United States, March 2020-November 2021. MMWR. 2022;71(21):713-717.

    Original source link unavailable
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    Davis HE, McCorkell L, Vogel JM, Topol EJ. Long COVID: major findings, mechanisms and recommendations. Nature Reviews Microbiology. 2023;21(3):133-146.

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    Taquet M, Geddes JR, Husain M, Luciano S, Harrison PJ. 6-month neurological and psychiatric outcomes in 236,379 survivors of COVID-19. Lancet Psychiatry. 2021;8(5):416-427.

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    Ballering AV, van Zon SKR, Olde Hartman TC, Rosmalen JGM. Persistence of somatic symptoms after COVID-19 in the Netherlands. Lancet. 2022;400(10350):452-461.

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    FAIR Health. A Detailed Study of Patients with Long-Haul COVID. 2021.

    Original source link unavailable
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    FAIR Health. Patients Diagnosed with Post-COVID Conditions: An Analysis of Private Healthcare Claims. 2022.

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    Mainous AG, Rooks BJ, Wu V, Orlando FA. COVID-19 Post-acute Sequelae Among Adults: 12 Month Mortality Risk. Front Med. 2021;8:778434.

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    CMS Medicare Claims Data. COVID-19 Hospitalization Costs. 2020-2023.

    Original source link unavailable
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    Congressional Budget Office. The Budgetary Effects of the COVID-19 Pandemic. 2020-2023.

    Original source link unavailable
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    Original source link unavailable
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    National Bureau of Economic Research. COVID Economics Working Paper Series. 2020-2024.

    Original source link unavailable
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    Deloitte. The Economic Cost of Mental Health Conditions. 2022.

    Original source link unavailable
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    McKinsey Global Institute. The Future of Work After COVID-19. 2021.

    Original source link unavailable
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    Bureau of Labor Statistics. Labor Force Statistics, Current Population Survey. 2019-2024.

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    Social Security Administration. SSI/SSDI Statistics. 2019-2024.

    Original source link unavailable
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    Census Bureau. Small Business Pulse Survey. 2020-2022.

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    UK Office for National Statistics. Prevalence of ongoing symptoms following coronavirus (COVID-19) infection. 2021-2024.

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    NIH. COVID-19 Treatment Guidelines. Updated 2024.

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    Chen S, Prettner K, Kuhn M, et al. COVID-19 and the macroeconomy: A model-based assessment. Eur Econ Rev. 2021;136:103761.

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    Meltzer MI, et al. Modeling COVID-19 control measures and their effects. CDC MMWR. 2020.

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    Das, Vivekananda. Trends in Financial Hardship by COVID-19 Infection History, Long COVID Status, and Day-to-Day Activity Limitations: A National Study of US Adults.. Family & community health. 2024.

    Open original source in a new tab
  36. [36]

    Dashtban, Ashkan et al.. Healthcare utilisation and cost among individuals with Long COVID in England and Wales: potential value of specialised post-COVID services.. Journal of the Royal Society of Medicine. 2026.

    Open original source in a new tab
  37. [37]

    Sahakyan, Yeva et al.. Economic evaluation of wastewater surveillance in Ontario, Canada, using COVID-19 as a case study.. Canada communicable disease report = Releve des maladies transmissibles au Canada. 2026.

    Open original source in a new tab
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    Yehoshua, Alon et al.. Costs and healthcare resource utilization after COVID-19 hospitalization among US Medicare patients: a retrospective claims analysis.. Journal of medical economics. 2026.

    Open original source in a new tab
  39. [39]

    Mugwagwa, Tendai et al.. Real-world healthcare resource utilization and cost burden of COVID-19 in commercially insured adults at high-risk of severe disease in the US: a retrospective database analysis.. Journal of medical economics. 2026.

    Open original source in a new tab
ABOUT THIS MONITOR

Understanding includes the limits.

This is an AI-assisted evidence summary, not a clinician endorsement. Read each original paper for its complete methods, population and limitations. Different studies can ask different questions and report different kinds of results.

Dates marked “added” describe when a finding entered this monitor, not when the study was published or clinically reviewed. Personal health and treatment decisions belong in a conversation with a qualified clinician.

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