spain.covid: Within/Exit mobility index and incidence COVID-19 at Spain...
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spain.covid R Documentation
Within/Exit mobility index and incidence COVID-19 at Spain provinces
Description
Weekly within/exit mobility indices and COVID-19 incidence in Spain at provincial level. A total of 17 weeks from February 21 to
May 21. Every week starts on a Friday and ends on the following Thursday. All travels
are expressed with respect to the pre-COVID week of February 14th-20th, 2020 (week0). A value lower than 1
indicate a reduction of the mobility. Upper values than 1 indicate an increase in the mobility with respect
to the reference week (week0).
Usage
spain.covid
Format
A data frame with 850 rows and 11 variables:
- province
Province name coded as a factor
- indiv
Province coded as a number
- time
Number of week afther pre-COVID (week0: February 14th-20th, 2020).
time=1 (week1, February 21th-27th); time=2 (week2,February 28th-March 5th);....
- Within
Mobility index within of the province. See details for a formal definition
- Exits
Mobility index of exits of the province. See details for a formal definition
- Emergence
Dummy variable. 1 if the Emergence State ("Estado de Alarma") is active in the week "time" but economic
activity of essential services are allowed. 0 in anoter case.
The Emergence State was active in Spain from February 14th, 2020 to May 21th, 2020
- EmergenceTotal
Dummy variable. 1 if the Emergence State ("Estado de Alarma") is active in the week "time" and economic
activity of essential services are not allowed. 0 in anoter case
- Old65
Percentage of population aged 65 and older in the province
- Density
Inhabitants (in thousands) per km^2 in the province
- Essential
Percentage of firms in the province "indiv" with essential activities (food, health) over the total of firms in the province "indiv"
in the province (e.g., food, heath and some economic subsectors of industry and construction)
- Incidence
Weekly incidence in the week "time-1" in logs
Details
Mobility
The mobility indices Within and Exits has been obtain as ratio of the total number of weekly travels
in reference to the total number of travels in the week of reference (week0).
In particular,
Within = \frac{\textnormal{Number of travels within the province
'indiv' in the week 'time'}}
{\textnormal{Number of travels within the province 'indiv' in the
reference week (week0)}}
Exits = \frac{ \textnormal{Number of travels
with origin in the province 'indiv'
and arrival to another
province in the week 'time'} }
{ \textnormal{Number of travels with origin
in the province 'indiv' and arrival to
another province in the reference
week (week0)} }
A ‘travel’ is a displacement from an origin to a destination of at least 500m. A travel can have several stages.
These stages of the same travel are calculated based on the duration of the intermediate stop. For example
, if I move from origin A to destination B with a stop at a point C of long duration, it
is considered two travels, but if the stop is short, it is considered a single travel. For example,
I can go by train from Madrid to Alicante, and there takes a bus to Benidorm. The travel will be one
(Madrid-Benidorm). If I do the same but the stop in Alicante is long (or an overnight stay, for example),
two travels will be considered (Madrid-Alicante, and Alicante-Benidorm). Similarly, if I go by car from
Madrid to Alicante and stop for 15 minutes to take a coffee, it is also considered only one travel and not two.
The travels considered in this study are always from 500m, due to the limitation of source data that is based
on mobile telephony and its antennas. But one travel can be 600 meters or 600km.
Incidence
Incidence = \log ≤ft(
\frac{
\textnormal{total diagnostic cases of
COVID-19, PCR test in the
week 'time' at the province
'indiv'} }
{\textnormal{total population in the
province 'indiv'}}
\right)
Essential activities
Essential activities. Economic activities whose activities are essential for the population. By example, essential activities are
healthcare, food supply, State security, media and communication, refuse collection, management and public transport, etc.
Non essential activities are by example, restaurants, hotels, hairdressers, etc. A full list in the Spanish official bulletin
Source
The National Statistics Institute
https://www.ine.es/en/index.htm
Instituto de Salud Carlos III
https://cnecovid.isciii.es/covid19/
spsur documentation built on Oct. 30, 2022, 1:06 a.m.
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| spain.covid | R Documentation |
Within/Exit mobility index and incidence COVID-19 at Spain provinces
Description
Weekly within/exit mobility indices and COVID-19 incidence in Spain at provincial level. A total of 17 weeks from February 21 to May 21. Every week starts on a Friday and ends on the following Thursday. All travels are expressed with respect to the pre-COVID week of February 14th-20th, 2020 (week0). A value lower than 1 indicate a reduction of the mobility. Upper values than 1 indicate an increase in the mobility with respect to the reference week (week0).
Usage
spain.covid
Format
A data frame with 850 rows and 11 variables:
- province
Province name coded as a factor
- indiv
Province coded as a number
- time
Number of week afther pre-COVID (week0: February 14th-20th, 2020). time=1 (week1, February 21th-27th); time=2 (week2,February 28th-March 5th);....
- Within
Mobility index within of the province. See details for a formal definition
- Exits
Mobility index of exits of the province. See details for a formal definition
- Emergence
Dummy variable. 1 if the Emergence State ("Estado de Alarma") is active in the week "time" but economic activity of essential services are allowed. 0 in anoter case. The Emergence State was active in Spain from February 14th, 2020 to May 21th, 2020
- EmergenceTotal
Dummy variable. 1 if the Emergence State ("Estado de Alarma") is active in the week "time" and economic activity of essential services are not allowed. 0 in anoter case
- Old65
Percentage of population aged 65 and older in the province
- Density
Inhabitants (in thousands) per km^2 in the province
- Essential
Percentage of firms in the province "indiv" with essential activities (food, health) over the total of firms in the province "indiv" in the province (e.g., food, heath and some economic subsectors of industry and construction)
- Incidence
Weekly incidence in the week "time-1" in logs
Details
Mobility
The mobility indices Within and Exits has been obtain as ratio of the total number of weekly travels in reference to the total number of travels in the week of reference (week0).
In particular,
Within = \frac{\textnormal{Number of travels within the province 'indiv' in the week 'time'}} {\textnormal{Number of travels within the province 'indiv' in the reference week (week0)}}
Exits = \frac{ \textnormal{Number of travels with origin in the province 'indiv' and arrival to another province in the week 'time'} } { \textnormal{Number of travels with origin in the province 'indiv' and arrival to another province in the reference week (week0)} }
A ‘travel’ is a displacement from an origin to a destination of at least 500m. A travel can have several stages. These stages of the same travel are calculated based on the duration of the intermediate stop. For example , if I move from origin A to destination B with a stop at a point C of long duration, it is considered two travels, but if the stop is short, it is considered a single travel. For example, I can go by train from Madrid to Alicante, and there takes a bus to Benidorm. The travel will be one (Madrid-Benidorm). If I do the same but the stop in Alicante is long (or an overnight stay, for example), two travels will be considered (Madrid-Alicante, and Alicante-Benidorm). Similarly, if I go by car from Madrid to Alicante and stop for 15 minutes to take a coffee, it is also considered only one travel and not two. The travels considered in this study are always from 500m, due to the limitation of source data that is based on mobile telephony and its antennas. But one travel can be 600 meters or 600km.
Incidence
Incidence = \log ≤ft( \frac{ \textnormal{total diagnostic cases of COVID-19, PCR test in the week 'time' at the province 'indiv'} } {\textnormal{total population in the province 'indiv'}} \right)
Essential activities
Essential activities. Economic activities whose activities are essential for the population. By example, essential activities are healthcare, food supply, State security, media and communication, refuse collection, management and public transport, etc. Non essential activities are by example, restaurants, hotels, hairdressers, etc. A full list in the Spanish official bulletin
Source
The National Statistics Institute
https://www.ine.es/en/index.htm
Instituto de Salud Carlos III
https://cnecovid.isciii.es/covid19/
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