Matches in SemOpenAlex for { <https://semopenalex.org/work/W3133588077> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W3133588077 abstract "The vast majority of existing studies that estimate the average unexplained gender pay gap use unnecessarily restrictive linear versions of the Blinder-Oaxaca decomposition. Using a notably rich and large data set of 1.7 million employees in Switzerland, we investigate how the methodological improvements made possible by such big data affect estimates of the unexplained gender pay gap. We study the sensitivity of the estimates with regard to i) the availability of observationally comparable men and women, ii) model flexibility when controlling for wage determinants, and iii) the choice of different parametric and semi-parametric estimators, including variants that make use of machine learning methods. We find that these three factors matter greatly. Blinder-Oaxaca estimates of the unexplained gender pay gap decline by up to 39% when we enforce comparability between men and women and use a more flexible specification of the wage equation. Semi-parametric matching yields estimates that when compared with the Blinder-Oaxaca estimates, are up to 50% smaller and also less sensitive to the way wage determinants are included." @default.
- W3133588077 created "2021-03-15" @default.
- W3133588077 creator A5063430683 @default.
- W3133588077 creator A5074662536 @default.
- W3133588077 date "2021-01-01" @default.
- W3133588077 modified "2023-10-14" @default.
- W3133588077 title "The Gender Pay Gap Revisited with Big Data: Do Methodological Choices Matter?" @default.
- W3133588077 doi "https://doi.org/10.2139/ssrn.3798933" @default.
- W3133588077 hasPublicationYear "2021" @default.
- W3133588077 type Work @default.
- W3133588077 sameAs 3133588077 @default.
- W3133588077 citedByCount "0" @default.
- W3133588077 crossrefType "journal-article" @default.
- W3133588077 hasAuthorship W3133588077A5063430683 @default.
- W3133588077 hasAuthorship W3133588077A5074662536 @default.
- W3133588077 hasBestOaLocation W31335880772 @default.
- W3133588077 hasConcept C105795698 @default.
- W3133588077 hasConcept C114614502 @default.
- W3133588077 hasConcept C117251300 @default.
- W3133588077 hasConcept C145236788 @default.
- W3133588077 hasConcept C149782125 @default.
- W3133588077 hasConcept C162324750 @default.
- W3133588077 hasConcept C165064840 @default.
- W3133588077 hasConcept C177264268 @default.
- W3133588077 hasConcept C185429906 @default.
- W3133588077 hasConcept C187736073 @default.
- W3133588077 hasConcept C197947376 @default.
- W3133588077 hasConcept C199360897 @default.
- W3133588077 hasConcept C2777388388 @default.
- W3133588077 hasConcept C2780598303 @default.
- W3133588077 hasConcept C2780977596 @default.
- W3133588077 hasConcept C33923547 @default.
- W3133588077 hasConcept C41008148 @default.
- W3133588077 hasConcept C4249254 @default.
- W3133588077 hasConceptScore W3133588077C105795698 @default.
- W3133588077 hasConceptScore W3133588077C114614502 @default.
- W3133588077 hasConceptScore W3133588077C117251300 @default.
- W3133588077 hasConceptScore W3133588077C145236788 @default.
- W3133588077 hasConceptScore W3133588077C149782125 @default.
- W3133588077 hasConceptScore W3133588077C162324750 @default.
- W3133588077 hasConceptScore W3133588077C165064840 @default.
- W3133588077 hasConceptScore W3133588077C177264268 @default.
- W3133588077 hasConceptScore W3133588077C185429906 @default.
- W3133588077 hasConceptScore W3133588077C187736073 @default.
- W3133588077 hasConceptScore W3133588077C197947376 @default.
- W3133588077 hasConceptScore W3133588077C199360897 @default.
- W3133588077 hasConceptScore W3133588077C2777388388 @default.
- W3133588077 hasConceptScore W3133588077C2780598303 @default.
- W3133588077 hasConceptScore W3133588077C2780977596 @default.
- W3133588077 hasConceptScore W3133588077C33923547 @default.
- W3133588077 hasConceptScore W3133588077C41008148 @default.
- W3133588077 hasConceptScore W3133588077C4249254 @default.
- W3133588077 hasLocation W31335880771 @default.
- W3133588077 hasLocation W31335880772 @default.
- W3133588077 hasLocation W31335880773 @default.
- W3133588077 hasLocation W31335880774 @default.
- W3133588077 hasLocation W31335880775 @default.
- W3133588077 hasLocation W31335880776 @default.
- W3133588077 hasLocation W31335880777 @default.
- W3133588077 hasOpenAccess W3133588077 @default.
- W3133588077 hasPrimaryLocation W31335880771 @default.
- W3133588077 hasRelatedWork W12634568 @default.
- W3133588077 hasRelatedWork W2754389 @default.
- W3133588077 hasRelatedWork W36416257 @default.
- W3133588077 hasRelatedWork W36543364 @default.
- W3133588077 hasRelatedWork W51089072 @default.
- W3133588077 hasRelatedWork W71960692 @default.
- W3133588077 hasRelatedWork W84409813 @default.
- W3133588077 hasRelatedWork W86949554 @default.
- W3133588077 hasRelatedWork W8785155 @default.
- W3133588077 hasRelatedWork W90601760 @default.
- W3133588077 isParatext "false" @default.
- W3133588077 isRetracted "false" @default.
- W3133588077 magId "3133588077" @default.
- W3133588077 workType "article" @default.