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EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                              Last updated 3/12/2021

[2] COVID-19 infection and mortality tracking in the US and around the world
This section analyzes COVID infections and mortality reported to local, federal and intergovernmental agencies,
and are heavily influenced by testing rates and differences in government reporting standards and capabilities.
As we explain in Section 5, serology tests suggest that the true number of COVID infections may be much higher
than the number of reported infections. However, trends in reported infections are still important to monitor,
since they influence government policy and the behavior of citizens and companies.

Table of contents:
1. What’s new: US infection/hospitalization decline, comparisons with Europe ....................................................... 2
2. What’s new: a closer look at Europe ........................................................................................................................ 3
3. What’s new: Asia, MidEast, South Africa, India region, Eastern Europe and Russia .............................................. 4
4. What’s new: Latin America, South Africa, India region ........................................................................................... 5
5. Summary of global and US infection/mortality trends ............................................................................................ 6
6. COVID at a glance: infections and mortality per mm, and the falling age of infected persons .............................. 7
7. Infection, mortality and hospitalization snapshots.................................................................................................. 8
8. US at a glance: infection, hospitalization and mortality tracking .......................................................................... 10
9. How lethal is COVID, and for whom?...................................................................................................................... 11

Comments on infection data. Several countries show up with almost no COVID outbreak reported. In cases like
New Zealand, Taiwan, Japan, Vietnam and South Korea, we interpret the lack of a material outbreak as possible
based on the quality of data reporting and testing. Other countries which report low incidence of COVID include
Nigeria, Kenya, Angola, DR Congo, Tanzania and Mozambique. As per various news reports 1, there‘s a shortage
of reliable data in many of these countries, and the lack of funds to carry out broad testing. On the other hand,
while infections can be obscured, it’s harder to obscure a sharp rise in mortality; even when accounting for some
under-reporting of deaths, Africa mortality rates are still much lower than expected. The few antibody surveys
conducted in Africa reveal COVID prevalence that is similar to other European countries; in other words, COVID
is spreading in Africa as it is elsewhere. The most likely explanation for lower relative mortality is age: Africa’s
median age is 18, compared to 35 in North America and 42 in Europe. Since those over age 65 experience 80%
of COVID mortality, age distributions are the most likely reason for lower African COVID mortality rates.
On data sources. We generally use infection and mortality data from Johns Hopkins, with any exceptions noted
in chart sources. While JHU data usually match sources such as covidtracking.com and Worldometers, this is
not always the case. Any large differences usually work themselves out over time; even so, such differences are
a warning against over-extrapolating any short term trends seen in the data. There are also patterns in some
countries in which tests and infections drop over the weekend, only to rise the following week. Other anomalies:
countries and US states sometimes make large one-time additions or subtractions to infections or deaths data
to reflect over- or underestimations made over the course of the entire pandemic. JHU and other data providers
do not amortize such adjustments over time and simply reflect them on the day they are made; we do the same.

1
 Examples include “In Africa, lack of coronavirus data raises fears of silent epidemic”, Reuters, July 8, 2020; and
“Corona-free? How disinformation could be clouding the true pandemic picture in Africa”, Bulletin of Atomic
Scientists, September 21, 2020.
                                                                                                                                                                    1

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EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                                       Co r o n a v ir u s

What’s new: US infection/hospitalization decline, comparisons with Europe
•     In the US, infections and hospitalizations falling but still above summer 2020 levels in states with highest
      levels of infection/hospitalization; signs of a plateau in infection, particularly in NYC
•     Europe and US infection and mortality rates are similar despite very different vaccination rates; both US and
      European mortality rates still well above summer 2020 levels
  8 highest infection states                                                   8 highest hospitalization states
 Daily infections, # per mm, smoothing = 14 days                              Current hospitalizations, # per mm, smoothing = 7 days
 1,400                                                                        800
               NJ            NY             RI                DE                             DC            NY             NJ             GA
 1,200                                                                        700

               SC            FL             GA                VT              600            TX            FL             MO             MS
 1,000
                                                                              500
    800
                                                                              400
    600
                                                                              300
    400
                                                                              200
    200                                                                       100
      0                                                                            0
      02/20          05/20          08/20             11/20         03/21          02/20          05/20           08/20          11/20            03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.                   Source: HHS, IMF, JPMAM. Mar 11, 2021.

 NY counties                                                                  NYC by borough
Daily infections, # per mm, smoothing = 7 days                               Daily infections, # per mm, smoothing = 7 days
1,400                                                                        1,400
               NYC NY                       Nassau Cty NY                                   Staten Island NY              Bronx NY
1,200                                                                        1,200
               Suffolk Cty NY               Westchester NY                                  Queens NY                     Brooklyn NY
1,000          Buffalo NY                   Rochester NY                     1,000          Manhattan NY
    800                                                                        800

    600                                                                        600

    400                                                                        400

    200                                                                        200

      0                                                                            0
      02/20         05/20          08/20              11/20         03/21          02/20          05/20           08/20          11/20           03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.                  Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.

 US vs Europe infections                                                     US vs Europe mortality
Daily infections, # per mm, smoothing = 7 days                              Daily deaths, # per mm, smoothing = 7 days
800                                                                         12.0
700
                       Europe                    US                         10.0                   US                   Europe
600
                                                                             8.0
500
400                                                                          6.0
300
                                                                             4.0
200
                                                                             2.0
100
    0                                                                        0.0
    02/20         05/20           08/20           11/20            03/21       02/20          05/20             08/20          11/20          03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.                 Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.

                                                                                                                                                           2
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                                     Co r o n a v ir u s

What’s new: a closer look at Europe
•     Infections have declined sharply in UK/Denmark even though the more infectious B.1.1.7 variant is 95%/50%
      of all new infections. These declines appears to be a result of stringent lockdowns and post-Xmas travel
      declines rather than the result of herd immunity via vaccination or survivor antibodies
•     After a decline, infections now flat or rising in Germany, France, Italy and the Netherlands
•     Sweden infections rising (again)
Denmark                                                                   United Kingdom
700                                                                   7 1,000                                                                         20
                Daily infections # per mm (LHS)                                            Daily infections # per mm (LHS)
600                                                                   6
                Current hospitalizations # per mm (LHS)                     800            Current hospitalizations # per mm (LHS)
                                                                                                                                                      15
500                                                                   5
                Daily deaths # per mm (RHS)                                                Daily deaths # per mm (RHS)
400                                                                   4     600
                                                                                                                                                      10
300                                                                   3     400
200                                                                   2
                                                                                                                                                      5
                                                                            200
100                                                                   1

    0                                                                 0         0                                                                     0
    02/20         05/20         08/20             11/20       03/21             02/20         05/20         08/20            11/20            03/21
Source: JHU, IMF, ECDC, JPMAM. Mar 11, 2021.                              Source: JHU, IMF, OWID, JPMAM. Mar 11, 2021.
 W Europe                                                                    Scandinavia
Daily infections, # per mm, smoothing = 14 days                             Daily infections, # per mm, smoothing = 7 days
900                                                                         800
800             FRA               ITA                NLD
                                                                            700
                                                                                        SWE           DEN      NOR           FIN        ICE
700                                                                         600
                DEU               UK                 ESP
600
                                                                            500
500
                                                                            400
400
                                                                            300
300
200                                                                         200
100                                                                         100
    0                                                                           0
    02/20         05/20          08/20            11/20        03/21            02/20         05/20          08/20              11/20           03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.                Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.

Regional mobility data: US, UK and Denmark                                Lockdown stringency index: US, UK and Denmark
% change from baseline: retail, restaurants, transit & workplace          Index, 100 = highest level of lockdown strictness
 10%                                                                       100
    0%                                                                     90
-10%                                                                       80
                                                                           70
-20%
                                                                           60
-30%
                                                                           50
-40%
                                                                           40
-50%
                                                                           30
-60%                                       US                                                                                           UK
                                                                           20
-70%                                       Denmark                                                                                      Denmark
                                                                           10
                                           UK                                                                                           US
-80%                                                                        0
   Feb '20        May '20        Aug '20          Dec '20     Mar '21       Feb '20 Apr '20 Jun '20 Aug '20 Oct '20 Dec '20 Feb '21
Source: Google, JPMAM. March 5, 2021. 7 day avgs.                         Source: University of Oxford, JPMAM. March 5, 2021.

                                                                                                                                                           3
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                                   Co r o n a v ir u s

What’s new: Asia, MidEast, South Africa, India region, Eastern Europe and Russia
•     Infections remain low in Developed and EM Asia
•     Israel infections slowing as vaccinations approach 60% of population, but still one of the highest in the
      Mideast; see Section 4 for more on Israel and Pfizer vaccine
•     Eastern European infections spiking
 Developed Asia
Daily infections, # per mm, smoothing = 7 days                            EM Asia
80                                                                       Daily infections, # per mm, smoothing = 7 days
                                                                         160
70
             JPN           KOR      HK           SGP       TAI           140
60                                                                                     MAL       PHL        IDN       THA           VNM
                                                                         120
50                                                                       100
40                                                                        80
30                                                                        60
20                                                                        40
10                                                                        20
    0                                                                       0
    02/20          05/20           08/20           11/20         03/21      02/20            05/20          08/20           11/20          03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.              Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.
 Mideast                                                                  E Europe
Daily infections, # per mm, smoothing = 7 days                           Daily infections, # per mm, smoothing = 7 days
1,000                                                                    1,400
  900         LEB         ISR        KWT         UAE                                   CZE            HUN           SLK         POL
                                                                         1,200
  800
  700         TUR         SAU        EGY                                 1,000         BUL            SVN           ROM         GRC
  600                                                                      800
  500
  400                                                                      600
  300                                                                      400
  200
                                                                           200
  100
    0                                                                          0
    02/20           05/20      08/20         11/20               03/21         02/20          05/20          08/20           11/20          03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.              Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.
 Russia region
Daily infections, # per mm, smoothing = 7 days
600
              UKR            BLR           GEO         RUS
500
              KAZ            KGZ           UZB         TJK
400

300

200

100

     0
     02/20          05/20          08/20           11/20         03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.

                                                                                                                                                       4
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                                     Co r o n a v ir u s

What’s new: Latin America, South Africa, India region
•         Mortality spike in Manaus (Amazon/Brazil) has rolled over but questions remain about whether reinfection
          took place after high levels of herd immunity were believed to have already occurred in 2020. Brazil
          mortality trends worsening while other Latin American countries stable or improving modestly
•         US and European mortality now converging to Latin American levels
•         One of many COVID mysteries: why does Latin America have such a higher infection and mortality rate than
          Africa and India; many demographic, weather and socio-economic factors are similar
•         South Africa variant rolling over across the region
•         India region mortality rates low outside Iran. Seroprevalence testing in India points to 25%-55% levels of
          prior infection, leading some Indian scientists to believe that herd immunity has been reached
 Regions                                                                     Brazil states
Daily deaths, # per mm, smoothing = 7 days                                  Daily deaths, # per mm, smoothing = 7 days
12.0                                                                        40.0
                   Latin America               US                                         Amazonas Br                  Sao Paulo Br
                                                                            35.0
10.0               Europe                      Africa                                     Minas Gerais Br              Bahia Br
                                                                            30.0
    8.0            IND                                                                    Rio de Janeiro Br
                                                                            25.0
    6.0                                                                     20.0
                                                                            15.0
    4.0
                                                                            10.0
    2.0
                                                                                5.0
    0.0                                                                         0.0
      02/20            05/20         08/20              11/20     03/21           02/20         05/20          08/20          11/20             03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.                 Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.
 Latin America                                                             India region
Daily deaths, # per mm, smoothing = 14 days                               Daily deaths, # per mm, smoothing = 7 days
14.0                                                                      6.0
                  BRA                PER                 MEX                              NEP                 IRN                 PAK
12.0                                                                      5.0
10.0              CHL                ARG                 COL                              IND                 BAN                 MYA
                                                                          4.0
    8.0
                                                                          3.0
    6.0
                                                                          2.0
    4.0

    2.0                                                                   1.0

    0.0                                                                   0.0
      02/20            05/20         08/20          11/20        03/21      02/20          05/20            08/20          11/20              03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.               Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.

 Southern Africa
Daily infections, # per mm, smoothing = 7 days
350
                 BOT           NAM           ZMB           SAF
300

250              MOZ           ZIM           ANG

200

150

100

    50

     0
     02/20             05/20         08/20          11/20        03/21
Source: Johns Hopkins University, IMF, JPMAM. Mar 11, 2021.

                                                                                                                                                         5
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                                         Co r o n a v ir u s

Summary of global and US infection/mortality trends

World                                                                            US
120                                                                      2        800                                                                       12
                                                                         2                       Daily infections # per mm (LHS)
                        Daily infections # per mm (LHS)                           700
100                                                                      2                                                                                  10
                                                                                                 Current hospitalizations # per mm (LHS)
                                                                                  600
 80                     Daily deaths # per mm (RHS)                      1                                                                                  8
                                                                                                 Daily deaths # per mm (RHS)
                                                                         1        500
 60                                                                      1        400                                                                       6
                                                                         1        300
 40                                                                      1                                                                                  4
                                                                                  200
 20                                                                      0                                                                                  2
                                                                         0        100
   0                                                                     0          0                                                                       0
   02/20              05/20           08/20         11/20       03/21               02/20         05/20          08/20              11/20          03/21
Source: JHU, IMF, JPMAM. Mar 11, 2021.                                           Source: JHU, IMF, HHS, JPMAM. Mar 11, 2021.

 Dev World ex-US                                                                 S America
 350                                                                         7 250                                                                          6

 300                     Daily infections # per mm (LHS)                     6                       Daily infections # per mm (LHS)
                                                                                  200                                                                       5
 250                     Daily deaths # per mm (RHS)                         5                       Daily deaths # per mm (RHS)                            4
 200                                                                         4 150
                                                                                                                                                            3
 150                                                                         3 100
                                                                                                                                                            2
 100                                                                         2
                                                                                   50                                                                       1
   50                                                                        1

      0                                                                      0      0                                                                       0
      02/20            05/20           08/20            11/20    03/21              02/20          05/20         08/20              11/20           03/21
 Source: JHU, IMF, JPMAM. Mar 11, 2021.                                          Source: JHU, IMF, JPMAM. Mar 11, 2021.

 US vs Europe infections                                                          US vs Europe mortality
Infections to date, levels, smoothing = 1 days                                   Deaths to date, levels, smoothing = 1 days
35,000,000                                                                       700,000

30,000,000                                                                       600,000
                         US                    Europe                                                 Europe                   US
25,000,000                                                                       500,000

20,000,000                                                                       400,000

15,000,000                                                                       300,000

10,000,000                                                                       200,000

 5,000,000                                                                       100,000

              0                                                                         0
              02/20           05/20      08/20          11/20   03/21                   02/20        05/20        08/20             11/20          03/21
Source: Johns Hopkins University, JPMAM. Mar 11, 2021.                       Source: Johns Hopkins University, JPMAM. Mar 11, 2021.

                                                                                                                                                                6
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                                                                          Co r o n a v ir u s

COVID at a glance: infections and mortality per mm, and the falling age of infected persons
COVID at a glance: trailing 7 day infection and mortality per mm                                                                                                 50 largest countries by GDP
Mortality per mm, 7 day average                                                                                                                                  US states
10
         Countries not shown since they are off the chart: CZE

                                                                          VA
 9

 8                                                                                                                                           BRA

                                                                                                                                        DE
 7

                                                    AR                                                                                                          POL
                                                                                        AZ
                                               CA        AL                TX
 6                                                                        OK           KY

                                                                                     PER                 MA
                                              NM                                     MN                                                                   ITA           NJ
 5                                                                                   GA
                      MEX                   ESP                     MS                                                                                          NY
                                                                                                        SC
                                                LA                                                      FL                                         FRA
                                                                          US                      ROM
 4                                                                                                                CHL
                                                                     IA
                                                MO
                                                          NV
                                          IRE                                                                                                  RI
 3                                                       IN                    NC            PA
                              RUS                                   NE                                       DC
                                           DEU
                                             KS      ARG                                      CT
                               PRT UK               IL                                 TN
                                                      ME                       ID                                         AUT                       ISR
                                                WY MTOHMD WV                    UT                 BEL                      NLD
 2                            COL          WI                                          MI                                                                         SWE
             SAF
                                          WA ND                                 NH SD
                                                              SWI                  CO                               UAE
 1                               OR      IRN
                                  CAN                                                 VT
                        HI                                          TUR
              IDN
     EGY
      JPN                                       FIN DEN                                     AK
                PHL    MAL                        NOR
 0
     0                  50               100                    150                         200                   250             300                350                400                450
                                                                                    Infections per mm, 7 day average
Source: Johns Hopkins University, IMF, JPMAM. March 11, 2021

                                                                                                                                                                                               7
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                          Co r o n a v ir u s

Infection, mortality and hospitalization snapshots
The two charts below show peak and current levels of infection (top chart) and mortality (bottom chart) for
the 50 largest countries in the world based on GDP. These countries represent 94% of global GDP.

 Infection levels for the largest 50 countries based on GDP, peak vs current                                 Peak infection rate per mm
 Sorted by trailing 7 day average infection rate per mm people
                                                                                                             Latest infection rate per mm
 800
       1,086

 700

 600

 500

 400

 300

 200

 100

   0
        -45% POL

          0% BRA

        -67% AUT
        -32% UAE
        -29% CHL

        -58% ARG

        -92% IRE
        -39% IRN

        -68% CAN

        -65% RUS

        -53% IDN

        -79% IND
        -66% MAL

        -62% EGY
        -79% BAN
        -99% SGP

        -98% AUS

       -100% CHN
        -65% ISR

        -86% BEL

        -78% DEN

        -65% DEU

        -94% PRT

        -29% PHL

        -94% SAF

        -91% SAU
        -83% JPN
        -71% PAK

        -89% VNM
        -10% CZE

        -39% ITA

        -69% FRA

        -59% NLD

        -52% ROM

         -4% NOR

        -81% COL

        -69% MEX

        -58% KOR

        -81% NGA
        -93% THA
        -95% NZL

        -88% TAI
        -48% SWE

        -29% PER
        -79% US
        -91% TUR

        -86% SWI

         -2% FIN
        -86% ESP

        -90% UK
-100

-200

-300
Source: Johns Hopkins University, IMF, JPMAM. Countries shown represent 94% of World GDP. March 11, 2021.

 Mortality levels for the largest 50 countries based on GDP, peak vs current                                  Peak mortality rate per mm
 Sorted by trailing 7 day average mortality rate per mm people
                                                                                                              Latest mortality rate per mm
  15
  14
       20

  13
  12
  11
  10
    9
    8
    7
    6
    5
    4
    3
    2
    1
    0
   -1
          0% BRA
        -51% POL

        -69% CHL
        -77% IRE
        -26% RUS
        -85% ARG

        -84% AUT

        -27% UAE

        -82% IRN
        -84% CAN

        -47% IDN
        -52% EGY

        -91% IND
        -79% BAN

       -100% AUS
       -100% SGP

       -100% CHN
        -75% DEU
        -91% PRT

        -63% MAL
          0% CZE

        -57% MEX

        -68% ISR

        -93% BEL

        -84% SAF

        -90% SAU
        -76% PER
        -61% ITA
        -74% ESP

        -71% FRA
        -51% ROM

       -100% VNM
        -59% US

        -76% COL

        -53% JPN

        -73% PHL
        -96% DEN

        -68% PAK
        -87% UK

        -75% NLD

        -91% SWI

        -75% TUR

        -88% NOR

        -79% KOR

        -50% NGA
        -67% TAI
       -100% NZL
        -86% SWE

        -88% FIN

       -100% THA
   -2
   -3
   -4
   -5
 Source: Johns Hopkins University, IMF, JPMAM. Countries shown represent 94% of World GDP. March 11, 2021.

                                                                                                                                              8
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                         Co r o n a v ir u s

The first two charts below show peak and current levels of infection (first chart) and mortality (second chart)
for the 50 US states and DC. The third chart shows current levels of hospitalization by state.
Infection levels for US states: peak vs current                                         Peak infection rate per mm
Sorted by trailing 7 day average infection rate per mm people
                                                                                        Latest infection rate per mm
1,400

1,200

1,000

  800

  600

  400

  200

      0
           MI
          MA
          SC

          PA

          VT

          MN
          SD

          MS
          VA

          WV

          MD
          ME

          MT

          MO

          WI
          FL

          TN

          GA

          WY

          WA
          TX

          OK
           RI

          CT

          AK
          AZ

          KY

          OH

          OR
          LA
          NJ
          NY

          DE
          DC

          CO

          NH
          UT
           ID

          NC

           IA

          NE

           HI
           IL
          NV
          AL
           IN

          AR
          NM

          KS
          ND
          CA
 -200
          -45%
          -57%
          -75%
          -65%
          -51%
          -76%
          -79%
          -74%
          -77%
          -77%
          -81%
          -86%
          -33%
          -82%
          -87%
          -79%
          -80%
          -89%
          -81%
          -86%
          -74%
          -85%
          -83%
          -80%
          -81%
          -86%
          -79%
          -90%
          -83%
          -83%
          -89%
          -75%
          -72%
          -88%
          -87%
          -86%
          -86%
          -88%
          -90%
          -89%
          -92%
          -93%
          -88%
          -87%
          -90%
          -95%
          -92%
          -92%
          -81%
          -82%
          -78%
 -400
 Source: Johns Hopkins University, IMF, JPMAM. March 11, 2021

Mortality levels for US states: peak vs current                                             Peak mortality rate per mm
Sorted by trailing 7 day average mortality rate per mm people
                                                                                            Latest mortality rate per mm
   20
   18
   16
   14
   12
   10
      8
      6
      4
      2
      0
          -81% MA

          -56% MN

          -72% MS

          -73% ME

          -82% MD
          -87% MT

          -87% MI
          -64% VA

          -78% SC

          -69% MO

          -83% PA

          -86% WV

          -88% WY

          -84% WI

          -95% SD

          -80% VT
          -78% WA
          -46% OK

          -62% GA

          -86% OH

          -84% OR
          -48% TX

          -69% LA
          -50% FL

          -85% RI

          -87% TN

          -91% HI
          -43% DE
          -57% AR
          -75% AZ

          -80% AL
          -56% CA
          -43% KY

          -87% NJ
          -70% NM

          -91% NY

          -88% IA

          -76% NV

          -69% NC

          -81% IN
          -82% NE
          -84% DC
          -91% CT
          -87% KS

          -83% IL
          -79% ID

          -59% UT

          -86% NH
          -95% ND
          -93% CO

          -94% AK
   -2
   -4
   -6
 Source: Johns Hopkins University, IMF, JPMAM. March 11, 2021

Current hospitalization levels for US states
Sorted by trailing 7 day average current hospitalizations per mm people
350

300

250

200

150

100

 50

  0
           MI
          MD

          MO

          MS
          PA

          WV

          VA

          SC

          MA

          ME

          MT
          SD

          WI

          MN

          VT
          WA

          WY
          GA

          OK
          TX
          FL

          LA
          TN
          OH

          OR
          DC
          NY
          NJ

           RI

          AR

          KY
          DE

          AZ
          NV
          AL
          CT

          NC
          CA

           IL
          ND
           IN

          KS
          NM

          NE

           ID

          CO
          NH

          UT

           HI
           IA

          AK

 Source: HHS, IMF, JPMAM. March 11, 2021

                                                                                                                             9
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                                                                                                                             Co r o n a v ir u s

US at a glance: infection, hospitalization and mortality tracking
The charts below track infection, hospitalization, testing 2 and mortality data for the US in aggregate. See section
3 for a state-by-state chartpack which covers the full range of infection, hospitalizations and mortality.
US                                                                                                                                     Positive testing rate
300,000                                                                                                           4,000               Daily infections, % of total tests, smoothing = 7 days
                                                                                                                                      20.0%
                              Daily infections levels (LHS)
                                                                                                                  3,500               18.0%
250,000
                              Current hospitalizations levels (LHS)                                                                   16.0%                       US testing states
                                                                                                                  3,000
200,000                       Daily deaths levels (RHS)                                                                               14.0%
                                                                                                                  2,500
                                                                                                                                      12.0%
150,000                                                                                                           2,000               10.0%
                                                                                                                  1,500                8.0%
100,000
                                                                                                                                       6.0%
                                                                                                                  1,000
    50,000                                                                                                                             4.0%
                                                                                                                  500                  2.0%
          0                                                                                                       0                    0.0%
          02/20                   05/20                08/20                   11/20                03/21                                  02/20         05/20            08/20       11/20                                                     03/21
Source: JHU, IMF, HHS, JPMAM. Mar 11, 2021.                                                                                       Source: Johns Hopkins University, JPMAM. Mar 11, 2021.

Percentage of ICU patients in hospitals with ICU capacity rates above 90%
70%

60%

50%

40%

30%

20%

10%

    0%
         TX

                                                                TN

                                                                          WA

                                                                                                        LA
                                                                               FL

                                                                                         WV

                                                                                                                                                     IA

                                                                                                                                                                                                  ID

                                                                                                                                                                                                                 IN
                                                                                                                                                                                                                      IL
                                                                                                                                                                                                                           WI
              AL
                   AK

                             KS

                                                                     KY

                                                                                    AR

                                                                                                   VA

                                                                                                             PA

                                                                                                                                                AZ

                                                                                                                                                                                             SC

                                                                                                                                                                                                                                                         WY
                                                      NV
                                                           CA

                                                                                              CO

                                                                                                                  DE
                                                                                                                       NM
                                                                                                                            RI

                                                                                                                                           HI

                                                                                                                                                          NC

                                                                                                                                                                    DC
                                                                                                                                                                         NE
                                                                                                                                                                              ND
                                                                                                                                                                                   NY

                                                                                                                                                                                                            CT

                                                                                                                                                                                                                                NJ

                                                                                                                                                                                                                                                    SD

                                                                                                                                                                                                                                                              VT
                        OK

                                  MS
                                       MO
                                            GA
                                                 MN

                                                                                                                                 MA
                                                                                                                                      MI

                                                                                                                                                               OR

                                                                                                                                                                                        OH

                                                                                                                                                                                                                                          NH

                                                                                                                                                                                                                                                                   UT
                                                                                                                                                                                                       MD

                                                                                                                                                                                                                                     MT

                                                                                                                                                                                                                                               ME
Source: HHS, JPMAM. February 26, 2021.

2
 40 states report the total number of “testing encounters” or “testing specimens”; the rest only show the number of people
testing each day that have never been tested before. We only compute testing rates for the 40 states that provide
encounter or specimen data since “first time tested” is an inaccurate denominator to use with reported infections.
                                                                                                                                                                                                                                                         10
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                               Co r o n a v ir u s

How lethal is COVID, and for whom?
Let’s first compare it to the flu. A key issue to keep in mind: there’s a difference between case fatality rates
(deaths as a % of reported cases) and infection fatality rates (deaths as a % of all infected people, whether
symptomatic or not). The latter can only be derived through antibody testing and other sampling methods
involving molecular assessments of infection. The IFR of the seasonal flu is reported to be well below 0.1% with
other estimates ranging from 0.02% to 0.04%. In contrast, the IFR for COVID has been estimated at 0.23% by
Stanford’s Metaresearch Innovation Center, and at 0.7%-0.9% by the CDC. Either way, COVID is significantly
more lethal than the seasonal flu. Tracking “excess” abnormal death levels is another way to understand the
incremental mortality impact of COVID (see second chart). In addition to higher mortality than the flu, COVID
also appears to entail more longer-lasting medical complications (see web portal section 5).
Flu vs COVID-19 infection fatality rates                      Imperial       Tracking excess deaths from COVID
%, estimated infection fatality rate                      College London     Total deaths per week
1.2%                                                          (global)       90,000
                                                                                             Actual deaths from all causes
                                                    CDC US
1.0%                                             Seroprevalence              80,000          Threshold for excess deaths
                               University of         Survey
0.8%                           Wollongong
                                 (global)                                    70,000
                                           CDC US
0.6%
                           Stanford        Pandemic
                        Meta-Research                                        60,000
                                           Planning
0.4%                   Innovation Center   Scenario
                            (global)                                         50,000
0.2%
         WHO Oxford CDC
0.0%                                                                         40,000
         Seasonal influenza                    COVID-19                          01/2017      01/2018     01/2019        01/2020        01/2021
Source: CDC, WHO, Stanford, Oxford, Imperial College London, University of   Source: CDC, JHU, JPMAM. March 6, 2021. Dots are estimated using most
Wollongong. 2020.                                                            recent JHU data.

Mortality by age in the US
The first section in the table below shows the distribution of US COVID deaths by age bracket. People over the
age of 85 represent around 1/3 of all COVID fatalities to-date. However, the number of people over age 85 is
much smaller than other age cohorts; as a result, fatality risks are much greater for people in this age group.
The second section reflects this by showing deaths to date per mm people in each age bracket (you can divide
one number by another to obtain relative mortality probabilities). The third section looks specifically at
mortality risk across age brackets relative to older populations. For example, a person aged 55-64 is only around
11% as likely to die from COVID compared to someone over the age of 75, and only around 6% as likely to die
as someone over the age of 85. Differences across states are generally minor.
DISTRIBUTION OF ACTUAL MORTALITY: Mortality to-date by age group, % of total mortality
                < 1 yr 1-4 yrs 5-14 yrs 15-24 yrs 25-34 yrs 35-44 yrs 45-54 yrs 55-64 yrs 65-74 yrs 75-84 yrs                           > 85
United States    0.0%    0.0%     0.0%      0.1%      0.6%      1.7%      4.7%      11.9%    21.7%     27.9%                          31.4%

MORTALITY RATES FOR EACH AGE BRACKET: COVID deaths to-date per mm population in each age group
              < 1 yr  1-4 yrs 5-14 yrs 15-24 yrs 25-34 yrs 35-44 yrs 45-54 yrs 55-64 yrs 65-74 yrs 75-84 yrs                            > 85
United States    12        2        2        17        69       200       563      1,383     3,405     8,631                          23,494

RELATIVE MORTALITY RISK: risk of dying across age brackets
                < 1 yr 1-4 yrs 5-14 yrs 15-24 yrs 25-34 yrs 35-44 yrs 45-54 yrs 55-64 yrs 65-74 yrs 75-84 yrs                           > 85
Relative to 85+  0.1%    0.0%       0.0%      0.1%     0.3%     0.9%      2.4%      5.9%     14.5%     36.7%                         100.0%
Relative to 75+  0.1%    0.0%       0.0%      0.1%     0.5%     1.5%      4.4%     10.7%     26.3%   100.0%
Source: CDC, JPMAM. February 27, 2021.

                                                                                                                                                  11
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                                               Co r o n a v ir u s
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                                                                                                                                                                   12
EYE ON THE MARKET • MICHAEL CEMBALEST • J.P. MORGAN                                                                                               Co r o n a v ir u s
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