update on covid-19 projections...note: ontario reached 12/100,000 cases between 1.5 and 3 months...

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Update on COVID-19 Projections Science Advisory and Modelling Consensus Tables December 10, 2020

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Page 1: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Update on COVID-19 Projections

Science Advisory and Modelling Consensus Tables

December 10, 2020

Page 2: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Key Findings

• Cases continue to grow while percent positivity appears to be flattening. The impact of the Pandemic still varies widely across and within public health units.

• Long-term care and overall mortality continue to increase and may exceed 25 deaths per day within a month.

• The reproduction number is fluctuating around 1 which means that we are at a critical juncture where case rates may change quickly.

• ICU occupancy will continue above 200 beds for the next month and may go higher, particularly if public health interventions are relaxed. Access to care deficits will persist.

• For Ontarians with access to suitable housing and employment outside of essential services, case rates have increased at a slower pace.

• Current lockdown has not had nearly as much impact on mobility (and likely contacts) as lockdown did in March. Relaxation of public health interventions with a widening prevention gap will likely lead to even higher case growth.

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Page 3: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Peel (197 cases per 100K)

York (104 cases per 100K)

Toronto (118 cases per 100K)

Durham (82 cases per 100K)

Halton (61 cases per 100K)

Hamilton (80 cases per 100K)Waterloo (79 cases per 100K)

WDG (61 cases per 100K)

Brant (33 cases per 100K)

All Other (29 cases per 100K)

London (47 cases per 100K)

Niagara (35 cases per 100K)

Ottawa (30 cases per 100K)

Windsor (94 cases per 100K)

Total new cases per 100,000 residents per week across PHUsRecent data subject to change

PHUs are Public Health Units

Page 4: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Peel (28%)

York (19%)

Toronto (70%)

Durham (17%)

Halton (10%)

Hamilton (14%)

Waterloo (21%)

WDG (23%)

Brant (13%)All Other (13%)

London (6%)

Niagara (14%)

Ottawa (7%)

Recent data subject to

change

Windsor (19%)

New cases with no epidemiological link across PHUs

Page 5: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Peel (10.8%)

York (6.4%)

Toronto (6.0%)

Durham (4.5%)

Halton (3.8%)Hamilton (3.5%)Waterloo (3.5%)WDG (3.0%)Brant (2.5%)All Other PHUs (2.3%)

Windsor (4.1%)

Niagara (1.7%)Ottawa (1.6%)

London (2.0%)

COVID-19 testing % positivity across PHUs

Page 6: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Peel (77.2%)

York (85.5%)

Toronto (88%)

Durham (58.1%)

Halton (76%)

Hamilton (79.3%)

Waterloo (56.2%)

WDG (52.8%)

Brant (39.5%)

All Other (75%)

Windsor (77.1%)

Niagara (63.2%)

Ottawa (83.5%)

London (90.4%)

Percent of COVID test results returned within 2 days across PHUs

Page 7: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Weekly % positivity by age group

Data: OLIS

Page 8: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

LTC Home cases and outbreaks

8

Cases in LTC flattening, while deaths remain high (102 deaths in the past 7 days)

Data Source: Ministry of Long Term Care Tracker. Data are self-reported by the long-term care homes to the Ministry of Long-Term Care. Daily case and death figures may not immediately match the numbers posted by the local public health units (i.e. iPHIS database) due to lags in reporting time.

Current status (Dec 8)

• 115 homes currently in outbreak, with 1194 confirmed cases currently in these homes

• There have been 496 resident deaths since Aug 1st (493 since Sept 1st) 102 of which have been in the past 7 days

• 37 of the 115 homes in outbreak are based on 1 staff case 0

100

200

300

400

500

600

700

800

Aug 1 Aug15

Sep 1 Sep15

Oct 1 Oct15

Nov 1 Nov15

Dec 1

COVID-19 cases and deaths for LTC residents and staff

Daily Deaths, Residents Daily Active Cases Residents

Daily Active Cases Staff Cumulative deaths since Aug 1

Page 9: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Daily mortality is increasing and based on forecasting will continue to increase

9Forecasting: McMasterU. Data (Observed Deaths): CCM+

maximum likelihood estimate

5% confidence band

95% confidence band

Nu

mb

er o

f D

eath

s

• Reported Number of Deaths - Predicted Number of Deaths

Page 10: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

0

1,000

2,000

3,000

4,000

5,000

6,000

7,000

8,000

9,000

10,000

Cas

es /

Day

Projected Ontario cases at 0, 1, 3 and 5% increases per day mapped to progression in peer countries starting at 12/100,000 cases/day

ON 2nd wave - 7-Day Average ON 2nd wave - Daily ON 0%↑ (Constant) ON 1%↑

ON 3%↑ ON 5%↑ France Germany

Netherlands UK Michigan

Ontario is following case growth of peer countries

10

France

ON 3%↑

UK

Netherlands

Michigan

ON 1%↑

ON 0%↑

ON 5%↑

Germany

Predictions informed by modeling from McMasterU, COVID-19 ModCollab, PHO; recent growth in new daily cases; reported cases in peer jurisdictionsData (Observed Cases): covid-19.ontario.ca; https://ourworldindata.org; covidtracking.com

Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries

Page 11: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

0

100

200

300

400

500

600

700

800

900

1-Aug 8-Aug 15-Aug 22-Aug 29-Aug 5-Sep 12-Sep 19-Sep 26-Sep 3-Oct 10-Oct 17-Oct 24-Oct 31-Oct 7-Nov 14-Nov 21-Nov 28-Nov 5-Dec

Confirmed COVID19 Acute Inpatients (excluding ICU)

Confirmed COVID19 ICU Patients

11Data Sources: Daily Bed Census Summary COVID-19 Report + Critical Care Information System. Extracted via MOH SAS VA December 8

91.6% increase in COVID19 hospitalizations over most

recent 4 weeks

165.9% increase in COVID19 patients in ICU

COVID-19 hospitalizations and ICU admissions continue to rise

Page 12: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

0

100

200

300

400

500

600

CO

VID

-19

Pat

ien

ts in

ICU

/ D

ay

ON Observed ON Predicted ON 0%↑ (Constant) ON 1%↑ ON 3%↑ ON 5%↑

France Germany Netherlands UK Michigan

Projections: ICU Occupancy > 200 beds under all scenarios for at least a month

12

France

ON 3%↑

UK

Netherlands

Michigan

ON 1%↑

ON 0%↑

ON 5%↑

Germany

COVID-19 ModCollab. Data (Observed ICU Occupancy): CCSO

Page 13: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Directive #2 LTC Action PlanSurgical Restart

Resume LTC (re)admissions

0

2,000

4,000

6,000

8,000

10,000

12,000

14,000

-100%

-80%

-60%

-40%

-20%

0%

20%

40%

60%

80%

Act

ive

case

s o

f C

OV

ID-1

9

20

20

vs

20

19

(%

)

COVID Volumes

Diagnostic Imaging (MRI/CT)

Surgery

ALC (Acute)

0% Line (No Change vs 2019)

ER

ER (Projected from triage volumes in eCTAS)

Occupancy Rate

Access to care continues well below 2019 volumes

Page 14: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

City of Toronto, excluding LTCH residents, up to Dec 2, 2020 : 7-day rolling average

Communities with access to suitable housing have lower case growth but all rates are increasing

University of Toronto, St. Michael’s Hospital, and ICES. Data: iPHIS and StatsCan

Page 15: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

City of Toronto, excluding LTCH residents, up to Dec 2, 2020 : 7-day rolling average

Communities with more multi-generational housing have higher case growth but all rates are increasing

University of Toronto, St. Michael’s Hospital, and ICES. Data: iPHIS and StatsCan

Page 16: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Communities with more non-health care essential work have higher case growth but all rates are increasing

City of Toronto, excluding LTCH residents, up to Dec 2, 2020 : 7-day rolling average

University of Toronto, St. Michael’s Hospital, and ICES. Data: iPHIS and StatsCan

Page 17: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Current restrictions have had less effect on mobility than in the Spring

17University of Toronto, St. Michael’s Hospital, ICES, and BluedotData: Bluedot

* Weighted by device count.

Page 18: Update on COVID-19 Projections...Note: Ontario reached 12/100,000 cases between 1.5 and 3 months after these countries 0 100 200 300 400 500 600 700 800 900 1-Aug 8-Aug 15-Aug 22-Aug

Key Findings

• Cases continue to grow while percent positivity appears to be flattening. The impact of the Pandemic still varies widely across and within public health units.

• Long-term care and overall mortality continue to increase and may exceed 25 deaths per day within a month.

• The reproduction number is fluctuating around 1 which means that we are at a critical juncture where case rates (and other impacts) may change quickly.

• ICU occupancy will continue above 200 beds for the next month and may go higher, particularly if public health interventions are relaxed. Access to care deficits will persist.

• For Ontarians with access to suitable housing and employment outside of essential services, case rates have increased at a slower pace.

• Current lockdown has not had nearly as much impact on mobility (and likely contacts) as lockdown did in March. Relaxation of public health interventions with a widening prevention gap will likely lead to even higher case growth.

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