Matches in SemOpenAlex for { <https://semopenalex.org/work/W4247351645> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4247351645 abstract "Abstract Introduction: This study presents a machine learning based evaluation of the social distancing measures implemented in the US states. Objectives : Although there are a few studies that provide estimations of the impact of COVID-19 pandemic, there is a need for an actual policy evaluation of the already implemented social distancing measures. This paper presents an evaluation of the social distancing measures implemented by the US states. Methods : This research uses a machine learning based Generalized Synthetic Control Method. In doing so, it considers the US states that adopted early social distancing approaches as the treatment group and the states that adopted social distancing much later as the control group and it has controlled for state and time fixed effects, to cancel out the possible selection bias and endogeneity. Results : The results show that the first round of social distancing in the US is associated with lower COVID-19 infection growth rate (by -167%) when compared to the no policy intervention counterfactual. Conclusions : The findings from this policy evaluation establishes a robust scientific basis of the efficacy of social distancing measures on slowing down the contagion of a pandemic." @default.
- W4247351645 created "2022-05-12" @default.
- W4247351645 creator A5011152844 @default.
- W4247351645 creator A5083040773 @default.
- W4247351645 date "2021-09-09" @default.
- W4247351645 modified "2023-09-26" @default.
- W4247351645 title "Stay Home Save Lives: A Machine Learning Approach to Causal Inference to Evaluate Impact of Social Distancing in the US" @default.
- W4247351645 doi "https://doi.org/10.21203/rs.3.rs-28199/v2" @default.
- W4247351645 hasPublicationYear "2021" @default.
- W4247351645 type Work @default.
- W4247351645 citedByCount "0" @default.
- W4247351645 crossrefType "posted-content" @default.
- W4247351645 hasAuthorship W4247351645A5011152844 @default.
- W4247351645 hasAuthorship W4247351645A5083040773 @default.
- W4247351645 hasBestOaLocation W42473516451 @default.
- W4247351645 hasConcept C100001284 @default.
- W4247351645 hasConcept C108650721 @default.
- W4247351645 hasConcept C118552586 @default.
- W4247351645 hasConcept C119857082 @default.
- W4247351645 hasConcept C142724271 @default.
- W4247351645 hasConcept C15744967 @default.
- W4247351645 hasConcept C162324750 @default.
- W4247351645 hasConcept C172656115 @default.
- W4247351645 hasConcept C2779134260 @default.
- W4247351645 hasConcept C2780665704 @default.
- W4247351645 hasConcept C3008058167 @default.
- W4247351645 hasConcept C31957729 @default.
- W4247351645 hasConcept C41008148 @default.
- W4247351645 hasConcept C524204448 @default.
- W4247351645 hasConcept C610760 @default.
- W4247351645 hasConcept C71924100 @default.
- W4247351645 hasConcept C77805123 @default.
- W4247351645 hasConcept C89623803 @default.
- W4247351645 hasConceptScore W4247351645C100001284 @default.
- W4247351645 hasConceptScore W4247351645C108650721 @default.
- W4247351645 hasConceptScore W4247351645C118552586 @default.
- W4247351645 hasConceptScore W4247351645C119857082 @default.
- W4247351645 hasConceptScore W4247351645C142724271 @default.
- W4247351645 hasConceptScore W4247351645C15744967 @default.
- W4247351645 hasConceptScore W4247351645C162324750 @default.
- W4247351645 hasConceptScore W4247351645C172656115 @default.
- W4247351645 hasConceptScore W4247351645C2779134260 @default.
- W4247351645 hasConceptScore W4247351645C2780665704 @default.
- W4247351645 hasConceptScore W4247351645C3008058167 @default.
- W4247351645 hasConceptScore W4247351645C31957729 @default.
- W4247351645 hasConceptScore W4247351645C41008148 @default.
- W4247351645 hasConceptScore W4247351645C524204448 @default.
- W4247351645 hasConceptScore W4247351645C610760 @default.
- W4247351645 hasConceptScore W4247351645C71924100 @default.
- W4247351645 hasConceptScore W4247351645C77805123 @default.
- W4247351645 hasConceptScore W4247351645C89623803 @default.
- W4247351645 hasLocation W42473516451 @default.
- W4247351645 hasOpenAccess W4247351645 @default.
- W4247351645 hasPrimaryLocation W42473516451 @default.
- W4247351645 hasRelatedWork W1182888 @default.
- W4247351645 hasRelatedWork W1336028 @default.
- W4247351645 hasRelatedWork W1562466 @default.
- W4247351645 hasRelatedWork W3430869 @default.
- W4247351645 hasRelatedWork W4075474 @default.
- W4247351645 hasRelatedWork W4213449 @default.
- W4247351645 hasRelatedWork W4813709 @default.
- W4247351645 hasRelatedWork W6252850 @default.
- W4247351645 hasRelatedWork W7129312 @default.
- W4247351645 hasRelatedWork W5543167 @default.
- W4247351645 isParatext "false" @default.
- W4247351645 isRetracted "false" @default.
- W4247351645 workType "article" @default.