Introduction
Factor | Definition |
---|---|
COVID-19 cases | Cumulative COVID-19 cases in the Philippines (as of 10 November 2020) |
from the DOH Data Drop [19] | |
COVID-19 deaths | Cumulative COVID-19 deaths in the Philippines (as of 10 November 2020) |
from the DOH Data Drop [19] | |
Population | Forecasted 2020 locality population size based |
from the 2015 Philippine Statistics Authority Census [20] | |
Population Density | Forecasted 2020 locality population density based |
from the 2015 Philippine Statistics Authority Census [20] | |
Working Population | Forecasted 2020 locality working population size (21 - 49 yrs old) |
based from the 2015 Philippine Statistics Authority Census [20] | |
Senior Population | Forecasted 2020 locality senior population size (70+ yrs old) |
based from the 2015 Philippine Statistics Authority Census [20] | |
Mobility | Percentage change in activity at each location category |
compared to that on baseline days before the advent of COVID-19 | |
(a 5-week period running from 3 January 2020 to 6 February 2020). | |
We consider retail and recreation, grocery and pharmacy, parks, | |
transit stations, workplaces and residential areas [21]. | |
Doctors on Quarantine | Cumulative number of doctors in quarantine (as of 10 November 2020) |
at home or in a facility due to COVID-19 exposure | |
(close contact, suspect, probable, confirmed) [19]. | |
Nurses | Cumulative number of nurses in quarantine (as of 10 November 2020) |
at home or in a facility due to COVID-19 exposure | |
(close contact, suspect, probable, confirmed) [19]. | |
Frontliners | Cumulative number of other frontliners currently in quarantine |
(as of 10 November 2020) at home or in a facility due to COVID-19 | |
exposure (close contact, suspect, probable, confirmed) [19]. | |
No. of ICU Beds | Total number of ICU Beds (as of 10 November 2020) [19]. |
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Community Quarantine (CQ) refers to restrictions in mobility between quarantined areas.
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In Enhanced Community Quarantine (ECQ), strict home quarantine is implemented and movement of residents is limited to access essential goods and services. Public transportation is suspended. Only economic activities related to essential and utility services are allowed. There is heightened presence of uniformed personnel to enforce community quarantine protocols.
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Modified Enhanced Community Quarantine (MECQ) is implemented as a transition phase between ECQ and GCQ. Strict home quarantine and suspension of public transportation are still in place. Mobility restrictions are relaxed for work-related activities. Government offices operates under a skeleton workforce. Manufacturing facilities are allowed to operate with up to 50% of the workforce. Transportation services are only allowed for essential goods and services.
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In General Community Quarantine (GCQ), individuals from less susceptible age groups and without health risks are allowed to move within quarantined zones. Public transportation can operate at reduced vehicle capacity observing physical distancing. Government offices may be at full work capacity or under alternative work arrangements. Up to 50% of the workforce in industries (except for leisure and amusement) are allowed to work.
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Modified General Community Quarantine (MGCQ) refers to the transition phase between GCQ and the New Normal. All persons are allowed outside their residences. Socio-economic activities are allowed with minimum public health standard.
Methods
Factor | Definition |
---|---|
Employment | Employment Rate (as of 10 November 2020) [22]. |
Mean Hours Worked | The average work hours of an employee in a week |
(on 10 November 2020) [22]. | |
GRDP | Gross Regional Domestic Product (as of 10 November 2020) [23] |
Results and discussion
Comparison of economic, health, and demographic components and COVID-19 parameters
Covid cases | Covid death | |
---|---|---|
Population | 0.970 | 0.945 |
Population Density | 0.358 | 0.411 |
Working Population | 0.969 | 0.926 |
Senior Population | 0.970 | 0.945 |
No. of ICU Beds | 0.958 | 0.933 |
Covid cases | Covid death | |
---|---|---|
Population | 0.865 | 0.765 |
Population Density | 0.603 | 0.437 |
Working Population | 0.998 | 0.981 |
Senior Population | 0.993 | 0.990 |
Mobility (Retail and Recreation) | -0.258 | -0.267 |
Mobility (Grocery and Pharmacy) | 0.137 | 0.112 |
Mobility (Parks) | -0.149 | -0.136 |
Mobility (Transit Stations) | -0.533 | -0.591 |
Mobility (Workplaces) | -0.499 | -0.575 |
Mobility (Residential) | 0.119 | 0.223 |
Covid cases | Covid death | |
---|---|---|
Population | 0.851 | 0.697 |
Population Density | 0.828 | 0.446 |
Working Population | 0.874 | 0.803 |
Senior Population | 0.737 | 0.728 |
No. of ICU Beds | 0.666 | 0.636 |
Outliers
Label | Province | Label | Province | Label | Province |
---|---|---|---|---|---|
1 | Abra | 29 | Occidental Mindoro | 57 | Zamboanga City |
2 | Apayao | 30 | Oriental Mindoro | 58 | Zamboanga Sibugay |
3 | Benguet | 31 | Palawan | 59 | Bukidnon |
4 | Ifugao | 32 | Romblon | 60 | Camiguin |
5 | Kalinga | 33 | Albay | 61 | Lanao del Norte |
6 | Mountain Province | 34 | Camarines Norte | 62 | Misamis Occidental |
7 | Ilocos Norte | 35 | Camarines Sur | 63 | Misamis Oriental |
8 | Ilocos Sur | 36 | Catanduanes | 64 | Compostela Valley |
9 | La Union | 37 | Masbate | 65 | Davao del Norte |
10 | Pangasinan | 38 | Sorsogon | 66 | Davao del Sur |
11 | Batanes | 39 | Aklan | 67 | Davao Occidental |
12 | Cagayan | 40 | Antique | 68 | Davao Oriental |
13 | Isabela | 41 | Capiz | 69 | Cotabato (North Cotabato) |
14 | Nueva Vizcaya | 42 | Guimaras | 70 | Sarangani |
15 | Quirino | 43 | Iloilo | 71 | South Cotabato |
16 | Aurora | 44 | Negros Occidental | 72 | Sultan Kudarat |
17 | Bataan | 45 | Bohol | 73 | Agusan del Norte |
18 | Bulacan | 46 | Cebu | 74 | Agusan del Sur |
19 | Nueva Ecija | 47 | Negros Oriental | 75 | Dinagat Islands |
20 | Pampanga | 48 | Siquijor | 76 | Surigao del Norte |
21 | Tarlac | 49 | Biliran | 77 | Surigao del Sur |
22 | Zambales | 50 | Eastern Samar | 78 | Basilan |
23 | Batangas | 51 | Leyte | 79 | Lanao del Sur |
24 | Cavite | 52 | Northern Samar | 80 | Maguindanao |
25 | Laguna | 53 | Samar (Western Samar) | 81 | Sulu |
26 | Quezon | 54 | Southern Leyte | 82 | Tawi-Tawi |
27 | Rizal | 55 | Zamboanga del Norte | ||
28 | Marinduque | 56 | Zamboanga del Sur |