FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3165372308> ?p ?o ?g. }

• W3165372308 endingPage "2107" @default.
• W3165372308 startingPage "2098" @default.
• W3165372308 abstract "One key objective of the population health sciences is to understand why one social group has different levels of health and well-being compared with another. Whereas several methods have been developed in economics, sociology, demography, and epidemiology to answer these types of questions, a recent method introduced by Jackson and VanderWeele (2018) provided an update to decompositions by anchoring them within causal inference theory. In this paper, we demonstrate how to implement the causal decomposition using Monte Carlo integration and the parametric g-formula. Causal decomposition can help to identify the sources of differences across populations and provide researchers with a way to move beyond estimating inequalities to explaining them and determining what can be done to reduce health disparities. Our implementation approach can easily and flexibly be applied for different types of outcome and explanatory variables without having to derive decomposition equations. We describe the concepts of the approach and the practical steps and considerations needed to implement it. We then walk through a worked example in which we investigate the contribution of smoking to sex differences in mortality in South Korea. For this example, we provide both pseudocode and R code using our package, cfdecomp. Ultimately, we outline how to implement a very general decomposition algorithm that is grounded in counterfactual theory but still easy to apply to a wide range of situations." @default.
• W3165372308 created "2021-06-07" @default.
• W3165372308 creator A5014596262 @default.
• W3165372308 creator A5017362281 @default.
• W3165372308 date "2021-05-31" @default.
• W3165372308 modified "2023-10-05" @default.
• W3165372308 title "Educational note: causal decomposition of population health differences using Monte Carlo integration and the g-formula" @default.
• W3165372308 cites W1577001291 @default.
• W3165372308 cites W1964743531 @default.
• W3165372308 cites W1976543552 @default.
• W3165372308 cites W1990749085 @default.
• W3165372308 cites W2010143351 @default.
• W3165372308 cites W2029394297 @default.
• W3165372308 cites W2033706128 @default.
• W3165372308 cites W2039351530 @default.
• W3165372308 cites W2054725652 @default.
• W3165372308 cites W2059747054 @default.
• W3165372308 cites W2070509839 @default.
• W3165372308 cites W2075782473 @default.
• W3165372308 cites W2084701241 @default.
• W3165372308 cites W2095516703 @default.
• W3165372308 cites W2138817596 @default.
• W3165372308 cites W2316976792 @default.
• W3165372308 cites W2557935089 @default.
• W3165372308 cites W2560134749 @default.
• W3165372308 cites W2567352823 @default.
• W3165372308 cites W2603594440 @default.
• W3165372308 cites W2896010885 @default.
• W3165372308 cites W2976582411 @default.
• W3165372308 cites W3003454978 @default.
• W3165372308 cites W3122338908 @default.
• W3165372308 cites W4233458617 @default.
• W3165372308 doi "https://doi.org/10.1093/ije/dyab090" @default.
• W3165372308 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34999885" @default.
• W3165372308 hasPublicationYear "2021" @default.
• W3165372308 type Work @default.
• W3165372308 sameAs 3165372308 @default.
• W3165372308 citedByCount "10" @default.
• W3165372308 countsByYear W31653723082021 @default.
• W3165372308 countsByYear W31653723082022 @default.
• W3165372308 countsByYear W31653723082023 @default.
• W3165372308 crossrefType "journal-article" @default.
• W3165372308 hasAuthorship W3165372308A5014596262 @default.
• W3165372308 hasAuthorship W3165372308A5017362281 @default.
• W3165372308 hasBestOaLocation W31653723081 @default.
• W3165372308 hasConcept C105795698 @default.
• W3165372308 hasConcept C108650721 @default.
• W3165372308 hasConcept C11671645 @default.
• W3165372308 hasConcept C117251300 @default.
• W3165372308 hasConcept C124681953 @default.
• W3165372308 hasConcept C144024400 @default.
• W3165372308 hasConcept C149782125 @default.
• W3165372308 hasConcept C149923435 @default.
• W3165372308 hasConcept C154945302 @default.
• W3165372308 hasConcept C15744967 @default.
• W3165372308 hasConcept C158600405 @default.
• W3165372308 hasConcept C159985019 @default.
• W3165372308 hasConcept C18903297 @default.
• W3165372308 hasConcept C192562407 @default.
• W3165372308 hasConcept C19499675 @default.
• W3165372308 hasConcept C204323151 @default.
• W3165372308 hasConcept C2776214188 @default.
• W3165372308 hasConcept C2778258933 @default.
• W3165372308 hasConcept C2908647359 @default.
• W3165372308 hasConcept C33923547 @default.
• W3165372308 hasConcept C41008148 @default.
• W3165372308 hasConcept C77805123 @default.
• W3165372308 hasConcept C86803240 @default.
• W3165372308 hasConceptScore W3165372308C105795698 @default.
• W3165372308 hasConceptScore W3165372308C108650721 @default.
• W3165372308 hasConceptScore W3165372308C11671645 @default.
• W3165372308 hasConceptScore W3165372308C117251300 @default.
• W3165372308 hasConceptScore W3165372308C124681953 @default.
• W3165372308 hasConceptScore W3165372308C144024400 @default.
• W3165372308 hasConceptScore W3165372308C149782125 @default.
• W3165372308 hasConceptScore W3165372308C149923435 @default.
• W3165372308 hasConceptScore W3165372308C154945302 @default.
• W3165372308 hasConceptScore W3165372308C15744967 @default.
• W3165372308 hasConceptScore W3165372308C158600405 @default.
• W3165372308 hasConceptScore W3165372308C159985019 @default.
• W3165372308 hasConceptScore W3165372308C18903297 @default.
• W3165372308 hasConceptScore W3165372308C192562407 @default.
• W3165372308 hasConceptScore W3165372308C19499675 @default.
• W3165372308 hasConceptScore W3165372308C204323151 @default.
• W3165372308 hasConceptScore W3165372308C2776214188 @default.
• W3165372308 hasConceptScore W3165372308C2778258933 @default.
• W3165372308 hasConceptScore W3165372308C2908647359 @default.
• W3165372308 hasConceptScore W3165372308C33923547 @default.
• W3165372308 hasConceptScore W3165372308C41008148 @default.
• W3165372308 hasConceptScore W3165372308C77805123 @default.
• W3165372308 hasConceptScore W3165372308C86803240 @default.
• W3165372308 hasFunder F4320308269 @default.
• W3165372308 hasIssue "6" @default.
• W3165372308 hasLocation W31653723081 @default.
• W3165372308 hasLocation W31653723082 @default.
• W3165372308 hasLocation W31653723083 @default.
• W3165372308 hasLocation W31653723084 @default.
• W3165372308 hasLocation W31653723085 @default.

• next