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WESSEL VERMEULEN
Junior Economist, OECD Trento Centre
COVID-19, behaviour, policy and economy:
Assessment on Trento and Bolzano using real-time
high-frequency public data
10 December 2020 | 16.00-17.30 CET | WebinarRecent socioeconomic trends in Trentino and Alto-Adige/South Tyrol, Italy
#spatialproductivity
• Comprehensive
• Local
• High-frequency and
up-to-date
Comprehensive, local, and high-frequency Analysis
COVID-19
Policy
Behaviour
& Economy
• US: most developed. EU: spotty
• This presentation: Bolzano and Trento, already highlights
discrepancies in data release and structure.
Can we do this for sub-national economies?
Indicator Source Scope
COVID-19 case counts DPC provincial daily
Behaviour Google Mobility reports Provincial daily
Labour market BZ/TN provincial admin. Provincial daily/monthly
CIGS (furlough) INPS Provincial monthly
Nitro dioxide emissions EEA Provincial daily
Mobility patterns are equal,
COVID-19 case trends differ between provinces
Between provinces
• Cases: close but not
equal
• Behaviour: practically
identical
Between waves:
• different patterns on
cases - mobility
Bolzano: Daily employment and mobility
Indicators fall, but do not recover together
Sectoral employment for Bolzano indicates strong
variety in sectoral trends in 2020
Trento: Hiring response earlier and stronger.
• Feb – Mar: -50%
by April: -75%.
• Recovery by July.
• Agriculture least
affected
• Public sector biggest
negative and positive
swing.
Extensive use of furlough (CIGS) scheme especially
in sectors characterised by permanent contracts
Emissions follow mobility, but are a noisy measure
-5.4 to -16.6% -4.4 to -14%
Emissions follow mobility, but are a noisy measure
-5.4 to -16.6% -4.4 to -14%
• Economic consequences between wave 1 – 2, due to… (?)
– peoples behaviour
– government restrictions
• BZ and TN show similar broad patterns in labour market,
differ in sectoral reliance CIGS
• Real-time local economic analysis? Yes, for TN/BZ.
– Mobility and emissions vs observed employment
• Quick-Gain: harmonise sectoral breakdowns.
• Share widely: BZ experience of real-time web-app
Conclusion

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COVID-19, behaviour, policy and economy: Assessment on Trento and Bolzano using real-time high-frequency public data - Wessel Vermeulen

  • 1. WESSEL VERMEULEN Junior Economist, OECD Trento Centre COVID-19, behaviour, policy and economy: Assessment on Trento and Bolzano using real-time high-frequency public data 10 December 2020 | 16.00-17.30 CET | WebinarRecent socioeconomic trends in Trentino and Alto-Adige/South Tyrol, Italy #spatialproductivity
  • 2. • Comprehensive • Local • High-frequency and up-to-date Comprehensive, local, and high-frequency Analysis COVID-19 Policy Behaviour & Economy
  • 3. • US: most developed. EU: spotty • This presentation: Bolzano and Trento, already highlights discrepancies in data release and structure. Can we do this for sub-national economies? Indicator Source Scope COVID-19 case counts DPC provincial daily Behaviour Google Mobility reports Provincial daily Labour market BZ/TN provincial admin. Provincial daily/monthly CIGS (furlough) INPS Provincial monthly Nitro dioxide emissions EEA Provincial daily
  • 4. Mobility patterns are equal, COVID-19 case trends differ between provinces Between provinces • Cases: close but not equal • Behaviour: practically identical Between waves: • different patterns on cases - mobility
  • 5. Bolzano: Daily employment and mobility Indicators fall, but do not recover together
  • 6. Sectoral employment for Bolzano indicates strong variety in sectoral trends in 2020
  • 7. Trento: Hiring response earlier and stronger. • Feb – Mar: -50% by April: -75%. • Recovery by July. • Agriculture least affected • Public sector biggest negative and positive swing.
  • 8. Extensive use of furlough (CIGS) scheme especially in sectors characterised by permanent contracts
  • 9. Emissions follow mobility, but are a noisy measure -5.4 to -16.6% -4.4 to -14%
  • 10. Emissions follow mobility, but are a noisy measure -5.4 to -16.6% -4.4 to -14%
  • 11. • Economic consequences between wave 1 – 2, due to… (?) – peoples behaviour – government restrictions • BZ and TN show similar broad patterns in labour market, differ in sectoral reliance CIGS • Real-time local economic analysis? Yes, for TN/BZ. – Mobility and emissions vs observed employment • Quick-Gain: harmonise sectoral breakdowns. • Share widely: BZ experience of real-time web-app Conclusion