Estimating Causal Effects of Multi-Valued Treatments Accounting for Network Interference: Immigration Policies and Crime Rates
Tortú C, Crimaldi I, Mealli F, Forastiere L. Estimating Causal Effects of Multi-Valued Treatments Accounting for Network Interference: Immigration Policies and Crime Rates. Sociological Methods & Research 2023, 53: 1794-1828. DOI: 10.1177/00491241221147503.Peer-Reviewed Original ResearchImmigration policyCrime ratesNetwork interferenceNational immigration policyRestrictive immigration policiesPolicy evaluation studiesStatistical frameworkImpact of policiesStatistical challengesWeighted networkPolitical attitudesPolitical scienceGeneralized propensity scorePresence of interferenceOECD countriesEstimating Causal EffectsPolicyEstimation strategyAdministrative entitiesInterference structureGeographical proximityBinary treatmentMultiple dimensionsSpecific issuesCountries