100+ datasets found
  1. COVID Stringency Index by Country

    • kaggle.com
    zip
    Updated Apr 15, 2020
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    Ankit Mishra (2020). COVID Stringency Index by Country [Dataset]. https://www.kaggle.com/datasets/ankt24/covid-stringency-index-by-country
    Explore at:
    zip(21349 bytes)Available download formats
    Dataset updated
    Apr 15, 2020
    Authors
    Ankit Mishra
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    Context

    During COVID-19, different countries have put containment measures that include lockdowns and restrictive movement. Oxford University has done a research and created a numerical index which statistically measures the intensity of a restrictive measure.

    Content

    This is a time-series data of different countries representing measure of stringency on each day for the period of Jan-April 2020.

    Acknowledgements

    This dataset is a part of Oxford University research.

    Inspiration

    This data was used in the understanding of effect of countermeasures against the spread of COVID-19.

  2. Government Response Stringency Index after COVID-19 outbreak in France...

    • statista.com
    Updated Jul 10, 2025
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    Statista (2025). Government Response Stringency Index after COVID-19 outbreak in France 2020-2022 [Dataset]. https://www.statista.com/statistics/1242239/coronavirus-government-response-stringency-index-france/
    Explore at:
    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 22, 2020 - Dec 31, 2022
    Area covered
    France
    Description

    After the global COVID-19 outbreak, the University of Oxford set up a Government Response Tracker, which analyzes the stringency to which governments around the world have responded to the sanitary crisis. According to the index, the French Government was easy on policies at the beginning of the year 2020, reaching a high value starting in March, just as the lockdown measures were implemented. The index value decreased in June before reaching a second high in *************. Vaccination programs were implemented from *************, and the French government introduced separate restrictions for vaccinated and non-vaccinated persons from *********. These separate restrictions stayed in place for just over ********, until ***********.

  3. F

    France Covid stringency index, December, 2022 - data, chart |...

    • theglobaleconomy.com
    csv, excel, xml
    Updated Dec 15, 2022
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    Globalen LLC (2022). France Covid stringency index, December, 2022 - data, chart | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/France/covid_stringency_index/
    Explore at:
    csv, xml, excelAvailable download formats
    Dataset updated
    Dec 15, 2022
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Feb 29, 2020 - Dec 31, 2022
    Area covered
    France
    Description

    Covid stringency index in France, December, 2022 The most recent value is 11 index as of December 2022, no change compared to the previous value of 11 index. Historically, the average for France from February 2020 to December 2022 is 43 index. The minimum of 8 index was recorded in February 2020, while the maximum of 88 index was reached in April 2020. | TheGlobalEconomy.com

  4. COVID-19 stringency index GCC 2021, by country

    • statista.com
    Updated Apr 15, 2020
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    Statista (2020). COVID-19 stringency index GCC 2021, by country [Dataset]. https://www.statista.com/statistics/1272799/gcc-covid-19-stringency-index-by-country/
    Explore at:
    Dataset updated
    Apr 15, 2020
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jun 15, 2021
    Area covered
    MENA
    Description

    In June 2021, the COVID-19 stringency score in the Gulf Cooperation Council (GCC) countries were similar, at about **** in Saudi Arabia, Qatar, the United Arab Emirates, and Oman. The first recorded COVID-19 case in the UAE was in January 29, 2020.

  5. h

    University of Oxford COVID-19 Government Response Stringency Index - Dataset...

    • data.harvestportal.org
    Updated Dec 2, 2020
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    (2020). University of Oxford COVID-19 Government Response Stringency Index - Dataset - NASA Harvest Portal [Dataset]. https://data.harvestportal.org/dataset/oxford-govt-stringency
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    Dataset updated
    Dec 2, 2020
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The Oxford COVID-19 Government Response Tracker (OxCGRT) systematically collects information on several different common policy responses that governments have taken to respond to the pandemic on 18 indicators such as school closures and travel restrictions. It now has data from more than 180 countries. The data is also used to inform a Risk of Openness Index which aims to help countries understand if it is safe to ‘open up’ or whether they should ‘close down’ in their fight to tackle the coronavirus.

  6. I

    India Covid stringency index, December, 2022 - data, chart |...

    • theglobaleconomy.com
    csv, excel, xml
    Updated Dec 15, 2022
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    Globalen LLC (2022). India Covid stringency index, December, 2022 - data, chart | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/India/covid_stringency_index/
    Explore at:
    csv, excel, xmlAvailable download formats
    Dataset updated
    Dec 15, 2022
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Feb 29, 2020 - Dec 31, 2022
    Area covered
    India
    Description

    Covid stringency index in India, December, 2022 The most recent value is 29 index as of December 2022, a decline compared to the previous value of 31 index. Historically, the average for India from February 2020 to December 2022 is 59 index. The minimum of 10 index was recorded in February 2020, while the maximum of 99 index was reached in April 2020. | TheGlobalEconomy.com

  7. Covid-19 Stringency Index

    • kaggle.com
    zip
    Updated Jun 27, 2020
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    Marília Prata (2020). Covid-19 Stringency Index [Dataset]. https://www.kaggle.com/mpwolke/cusersmarildownloadsstringencycsv
    Explore at:
    zip(79941 bytes)Available download formats
    Dataset updated
    Jun 27, 2020
    Authors
    Marília Prata
    Description

    Context

    COVID-19 The Government Response Stringency Index

    The Government Response Stringency Index is a composite measure based on nine response indicators including school closures, workplace closures, and travel bans, rescaled to a value from 0 to 100 (100 = strictest response).

    Content

    OxCGRT collects publicly available information on indicators of government response. These indicators take policies such as school closures, travel bans, etc. and record them on an ordinal scale; the remainder are financial indicators such as fiscal or monetary measures.

    OxCGRT measures the variation in governments’ responses using its 'COVID-19 Government Response Stringency Index (Stringency Index)'. This composite measure is a simple additive score of nine indicators measured on an ordinal scale, rescaled to vary from 0 to 100. Please note that this measure is for comparative purposes only, and should not necessarily be interpreted as a rating of the appropriateness or effectiveness of a country's response.

    Acknowledgements

    Data published by Thomas Hale, Sam Webster, Anna Petherick, Toby Phillips, and Beatriz Kira (2020). Oxford COVID-19 Government Response Tracker, Blavatnik School of Government. https://www.bsg.ox.ac.uk/research/research-projects/oxford-covid-19-government-response-tracker

    Photo by Étienne Godiard on Unsplash

    Inspiration

    BCG - COVID-19 AI Challenge Improve BCG Data and Provide Insights to "BCG - COVID-19" Clinical Trials

  8. M

    OXFORD COVID-19 Government Response Stringency index

    • catalog.midasnetwork.us
    Updated Nov 3, 2025
    + more versions
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    Blavatnik School of Government - University of Oxford (2025). OXFORD COVID-19 Government Response Stringency index [Dataset]. https://catalog.midasnetwork.us/collection/39
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    Dataset updated
    Nov 3, 2025
    Dataset provided by
    MIDAS COORDINATION CENTER
    Authors
    Blavatnik School of Government - University of Oxford
    License

    Apache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
    License information was derived automatically

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Country
    Variables measured
    Viruses, disease, COVID-19, pathogen, Homo sapiens, host organism, infectious disease, event cancellations, Health Heterogeneity, socio-economic impacts, and 6 more
    Dataset funded by
    National Institute of General Medical Sciences
    Description

    The Oxford COVID-19 Government Response Tracker (OxCGRT) aims to track and compare government responses to the coronavirus outbreak worldwide rigorously and consistently. This is done through collecting data on multiple policy indicators and scoring the stringency of such measures,. The policy indicators can be broadly categorized into: containment and closure policies, economic policies, health system policies, vaccination policies, and miscellaneous policies.

  9. U

    United States Environmental Policy Stringency Index: Technology Support...

    • ceicdata.com
    Updated Feb 15, 2025
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    CEICdata.com (2025). United States Environmental Policy Stringency Index: Technology Support Policies [Dataset]. https://www.ceicdata.com/en/united-states/environmental-environmental-policy-stringency-index-oecd-member-annual/environmental-policy-stringency-index-technology-support-policies
    Explore at:
    Dataset updated
    Feb 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2009 - Dec 1, 2020
    Area covered
    United States
    Description

    United States Environmental Policy Stringency Index: Technology Support Policies data was reported at 2.000 NA in 2020. This stayed constant from the previous number of 2.000 NA for 2019. United States Environmental Policy Stringency Index: Technology Support Policies data is updated yearly, averaging 1.500 NA from Dec 1990 (Median) to 2020, with 31 observations. The data reached an all-time high of 3.000 NA in 2009 and a record low of 1.000 NA in 2005. United States Environmental Policy Stringency Index: Technology Support Policies data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s United States – Table US.OECD.ESG: Environmental: Environmental Policy Stringency Index: OECD Member: Annual.

  10. covid-stringency-index

    • kaggle.com
    zip
    Updated Jun 15, 2021
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    valcho valev (2021). covid-stringency-index [Dataset]. https://www.kaggle.com/valchovalev/covidstringencyindex
    Explore at:
    zip(231102 bytes)Available download formats
    Dataset updated
    Jun 15, 2021
    Authors
    valcho valev
    Description

    Dataset

    This dataset was created by valcho valev

    Contents

  11. U

    United States Environmental Policy Stringency Index

    • ceicdata.com
    Updated Nov 27, 2021
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    CEICdata.com (2021). United States Environmental Policy Stringency Index [Dataset]. https://www.ceicdata.com/en/united-states/environmental-environmental-policy-stringency-index-oecd-member-annual/environmental-policy-stringency-index
    Explore at:
    Dataset updated
    Nov 27, 2021
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2009 - Dec 1, 2020
    Area covered
    United States
    Description

    United States Environmental Policy Stringency Index data was reported at 3.028 NA in 2020. This records an increase from the previous number of 2.917 NA for 2019. United States Environmental Policy Stringency Index data is updated yearly, averaging 1.250 NA from Dec 1990 (Median) to 2020, with 31 observations. The data reached an all-time high of 3.028 NA in 2020 and a record low of 0.833 NA in 1991. United States Environmental Policy Stringency Index data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s United States – Table US.OECD.ESG: Environmental: Environmental Policy Stringency Index: OECD Member: Annual.

  12. d

    Data for: \"A New Dataset for Local and National COVID-19-Related...

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Mar 6, 2024
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    Conteduca, Francesco Paolo; Borin, Alessandro (2024). Data for: \"A New Dataset for Local and National COVID-19-Related Restrictions in Italy\" [Dataset]. http://doi.org/10.7910/DVN/AGCWMH
    Explore at:
    Dataset updated
    Mar 6, 2024
    Dataset provided by
    Harvard Dataverse
    Authors
    Conteduca, Francesco Paolo; Borin, Alessandro
    Description

    This paper presents a novel dataset of non-pharmaceutical interventions adopted by Italian authorities to tackle the COVID-19 pandemic at the national and local levels. The dataset follows the structure of the Oxford Coronavirus Government Response Tracker (OxCGRT; Hale et al. in Nat Human Behav 5:529–538, https://doi.org/10.1038/s41562-021-01079-8, 2021)). We include several novelties with respect to the original source. First, we tailor the classification of provisions to the measures adopted in Italy. Second, we collect detailed information on local restrictions in the country, including lockdowns and school closures. Third, we apply a bottom-up approach to construct population-weighted average stringency indexes (Italian Stringency Indexes, ItSIs) at the provincial, regional, and country-wide levels. While expanding the geographical coverage of the stringency indicators, we preserve the comparability of the ItSIs with the original stringency index published in the OxCGRT. As an application, we show that the correlations of our ItSI with community mobility indicators and various measures of economic activity are higher than those obtained with the OxCGRT indicator.

  13. G

    Greece Covid stringency index, December, 2022 - data, chart |...

    • theglobaleconomy.com
    csv, excel, xml
    Updated Dec 15, 2022
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    Globalen LLC (2022). Greece Covid stringency index, December, 2022 - data, chart | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/Greece/covid_stringency_index/
    Explore at:
    excel, xml, csvAvailable download formats
    Dataset updated
    Dec 15, 2022
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Feb 29, 2020 - Dec 31, 2022
    Area covered
    Greece
    Description

    Covid stringency index in Greece, December, 2022 The most recent value is 14 index as of December 2022, a decline compared to the previous value of 15 index. Historically, the average for Greece from February 2020 to December 2022 is 55 index. The minimum of 2 index was recorded in February 2020, while the maximum of 88 index was reached in March 2021. | TheGlobalEconomy.com

  14. I

    India Environmental Policy Stringency Index

    • ceicdata.com
    Updated Mar 12, 2023
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    CEICdata.com (2023). India Environmental Policy Stringency Index [Dataset]. https://www.ceicdata.com/en/india/environmental-environmental-policy-stringency-index-non-oecd-member-annual/environmental-policy-stringency-index
    Explore at:
    Dataset updated
    Mar 12, 2023
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2009 - Dec 1, 2020
    Area covered
    India
    Description

    India Environmental Policy Stringency Index data was reported at 2.833 NA in 2020. This records an increase from the previous number of 2.694 NA for 2019. India Environmental Policy Stringency Index data is updated yearly, averaging 1.500 NA from Dec 1990 (Median) to 2020, with 31 observations. The data reached an all-time high of 2.833 NA in 2020 and a record low of 0.639 NA in 1991. India Environmental Policy Stringency Index data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s India – Table IN.OECD.ESG: Environmental: Environmental Policy Stringency Index: Non OECD Member: Annual.

  15. S

    Slovakia Covid stringency index, December, 2022 - data, chart |...

    • theglobaleconomy.com
    csv, excel, xml
    Updated Dec 15, 2022
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    Globalen LLC (2022). Slovakia Covid stringency index, December, 2022 - data, chart | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/Slovakia/covid_stringency_index/
    Explore at:
    csv, xml, excelAvailable download formats
    Dataset updated
    Dec 15, 2022
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Feb 29, 2020 - Dec 31, 2022
    Area covered
    Slovakia
    Description

    Covid stringency index in Slovakia, December, 2022 The most recent value is 11 index as of December 2022, no change compared to the previous value of 11 index. Historically, the average for Slovakia from February 2020 to December 2022 is 40 index. The minimum of 3 index was recorded in February 2020, while the maximum of 77 index was reached in April 2020. | TheGlobalEconomy.com

  16. T

    Taiwan Covid stringency index, December, 2022 - data, chart |...

    • theglobaleconomy.com
    csv, excel, xml
    Updated Dec 15, 2022
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    Globalen LLC (2022). Taiwan Covid stringency index, December, 2022 - data, chart | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/Taiwan/covid_stringency_index/
    Explore at:
    excel, xml, csvAvailable download formats
    Dataset updated
    Dec 15, 2022
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Feb 29, 2020 - Dec 31, 2022
    Area covered
    Taiwan
    Description

    Covid stringency index in Taiwan, December, 2022 The most recent value is 18 index as of December 2022, a decline compared to the previous value of 21 index. Historically, the average for Taiwan from February 2020 to December 2022 is 30 index. The minimum of 18 index was recorded in December 2022, while the maximum of 71 index was reached in June 2021. | TheGlobalEconomy.com

  17. A

    Austria Environmental Policy Stringency Index

    • ceicdata.com
    Updated Nov 15, 2025
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    CEICdata.com (2025). Austria Environmental Policy Stringency Index [Dataset]. https://www.ceicdata.com/en/austria/environmental-environmental-policy-stringency-index-oecd-member-annual/environmental-policy-stringency-index
    Explore at:
    Dataset updated
    Nov 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2009 - Dec 1, 2020
    Area covered
    Austria
    Description

    Austria Environmental Policy Stringency Index data was reported at 3.306 NA in 2020. This records an increase from the previous number of 3.139 NA for 2019. Austria Environmental Policy Stringency Index data is updated yearly, averaging 2.250 NA from Dec 1990 (Median) to 2020, with 31 observations. The data reached an all-time high of 3.306 NA in 2020 and a record low of 1.389 NA in 1994. Austria Environmental Policy Stringency Index data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Austria – Table AT.OECD.ESG: Environmental: Environmental Policy Stringency Index: OECD Member: Annual.

  18. M

    Mexico Environmental Policy Stringency Index

    • ceicdata.com
    Updated Oct 15, 2025
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    CEICdata.com (2025). Mexico Environmental Policy Stringency Index [Dataset]. https://www.ceicdata.com/en/mexico/environmental-environmental-policy-stringency-index-oecd-member-annual/environmental-policy-stringency-index
    Explore at:
    Dataset updated
    Oct 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2009 - Dec 1, 2020
    Area covered
    Mexico
    Description

    Mexico Environmental Policy Stringency Index data was reported at 1.583 NA in 2020. This stayed constant from the previous number of 1.583 NA for 2019. Mexico Environmental Policy Stringency Index data is updated yearly, averaging 0.806 NA from Dec 1990 (Median) to 2020, with 31 observations. The data reached an all-time high of 1.583 NA in 2020 and a record low of 0.000 NA in 1991. Mexico Environmental Policy Stringency Index data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Mexico – Table MX.OECD.ESG: Environmental: Environmental Policy Stringency Index: OECD Member: Annual.

  19. Table_1_Innovation in Isolation? COVID-19 Lockdown Stringency and...

    • frontiersin.figshare.com
    pdf
    Updated Jun 12, 2023
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    Hansika Kapoor; Arunima Ticku; Anirudh Tagat; Sampada Karandikar (2023). Table_1_Innovation in Isolation? COVID-19 Lockdown Stringency and Culture-Innovation Relationships.pdf [Dataset]. http://doi.org/10.3389/fpsyg.2021.593359.s001
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Jun 12, 2023
    Dataset provided by
    Frontiers Mediahttp://www.frontiersin.org/
    Authors
    Hansika Kapoor; Arunima Ticku; Anirudh Tagat; Sampada Karandikar
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    In a bid to curb the spread of COVID-19 in 2020, several countries implemented lockdown procedures to varying degrees. This article sought to examine the extent to which country-level strictness, as measured by the Government Response Stringency Index (2020), moderated the relationship between certain cultural dimensions and estimates of national innovation. Data on 84 countries were collated for Hofstede’s cultural dimensions (2015), and from the Global Innovation Index (2020). Owing to the robust relationships between innovation and the dimensions of uncertainty avoidance, power distance, and individualism, these were used in moderation analyses. In general, power distance was inversely related to innovation, whereas individualism was directly related to it. Results indicated that collectivist and high power distance countries showed lower innovation, irrespective of levels of government stringency as a response to COVID-19. On the other hand, among individualistic and low power distance countries, lower innovation was associated with increased stringency (e.g., blanket restrictions on movement). Higher innovation was observed when such countries had a less severe government response. The dimension of uncertainty avoidance was not significantly associated with innovation at the country level. The implications of lockdowns on general innovation, its inputs, and outputs are discussed in the context of cultural dimensions and country-level policies.

  20. N

    New Zealand Environmental Policy Stringency Index: Technology Support...

    • ceicdata.com
    Updated Oct 15, 2025
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    CEICdata.com (2025). New Zealand Environmental Policy Stringency Index: Technology Support Policies [Dataset]. https://www.ceicdata.com/en/new-zealand/environmental-environmental-policy-stringency-index-oecd-member-annual/environmental-policy-stringency-index-technology-support-policies
    Explore at:
    Dataset updated
    Oct 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2009 - Dec 1, 2020
    Area covered
    New Zealand
    Description

    New Zealand Environmental Policy Stringency Index: Technology Support Policies data was reported at 0.500 NA in 2020. This stayed constant from the previous number of 0.500 NA for 2019. New Zealand Environmental Policy Stringency Index: Technology Support Policies data is updated yearly, averaging 0.500 NA from Dec 1990 (Median) to 2020, with 31 observations. The data reached an all-time high of 1.000 NA in 2009 and a record low of 0.500 NA in 2020. New Zealand Environmental Policy Stringency Index: Technology Support Policies data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s New Zealand – Table NZ.OECD.ESG: Environmental: Environmental Policy Stringency Index: OECD Member: Annual.

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Ankit Mishra (2020). COVID Stringency Index by Country [Dataset]. https://www.kaggle.com/datasets/ankt24/covid-stringency-index-by-country
Organization logo

COVID Stringency Index by Country

Explore at:
zip(21349 bytes)Available download formats
Dataset updated
Apr 15, 2020
Authors
Ankit Mishra
License

https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

Description

Context

During COVID-19, different countries have put containment measures that include lockdowns and restrictive movement. Oxford University has done a research and created a numerical index which statistically measures the intensity of a restrictive measure.

Content

This is a time-series data of different countries representing measure of stringency on each day for the period of Jan-April 2020.

Acknowledgements

This dataset is a part of Oxford University research.

Inspiration

This data was used in the understanding of effect of countermeasures against the spread of COVID-19.

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