"Measuring the Mix" of Policy Responses to COVID-19: Comparative Policy Analysis Using Topic Modelling

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F21%3A10441548" target="_blank" >RIV/00216208:11320/21:10441548 - isvavai.cz</a>

Výsledek na webu

<a href="https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=-yiFU6k4z9" target="_blank" >https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=-yiFU6k4z9</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1080/13876988.2021.1880872" target="_blank" >10.1080/13876988.2021.1880872</a>

Jazyk výsledku

angličtina

Název v původním jazyce

"Measuring the Mix" of Policy Responses to COVID-19: Comparative Policy Analysis Using Topic Modelling

Popis výsledku v původním jazyce

Although understanding initial responses to a crisis such as COVID-19 is important, existing research on the topic has not been systematically comparative. This study uses topic modeling to inductively analyze over 13,000 COVID-19 policies worldwide. This technique enables the COVID-19 policy mixes to be characterized and their cross-country variation to be compared. Significant variation was found in the intensity, density, and balance of policy mixes adopted across countries, over time, and by level of government. This study advances research on policy responses to the pandemic, specifically, and the operationalization of policy mixes, more generally.

Název v anglickém jazyce

"Measuring the Mix" of Policy Responses to COVID-19: Comparative Policy Analysis Using Topic Modelling

Popis výsledku anglicky

Although understanding initial responses to a crisis such as COVID-19 is important, existing research on the topic has not been systematically comparative. This study uses topic modeling to inductively analyze over 13,000 COVID-19 policies worldwide. This technique enables the COVID-19 policy mixes to be characterized and their cross-country variation to be compared. Significant variation was found in the intensity, density, and balance of policy mixes adopted across countries, over time, and by level of government. This study advances research on policy responses to the pandemic, specifically, and the operationalization of policy mixes, more generally.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

—

Rok uplatnění

2021

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Journal of Comparative Policy Analysis: Research and Practice

ISSN

1387-6988

e-ISSN

1572-5448

Svazek periodika

23

Číslo periodika v rámci svazku

2

Stát vydavatele periodika

NL - Nizozemsko

Počet stran výsledku

12

Strana od-do

250-261

Kód UT WoS článku

000641753100009

EID výsledku v databázi Scopus

2-s2.0-85104722820