FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2902632840> ?p ?o ?g. }

• W2902632840 endingPage "49" @default.
• W2902632840 startingPage "38" @default.
• W2902632840 abstract "There has been an increasing interest in studying patient preference heterogeneity to support regulatory decision-making. While the traditional mixed logit (MXL) and the latent class logit (LCL) models have been commonly used to analyze preference heterogeneity in discrete choice data, they have limitations. This study empirically compares a random effects latent class logit (RELCL) model to the traditional approaches using preference data from a discrete-choice experiment among patients with Type 2 diabetes. Each survey contained 18 pairs of hypothetical diabetes medications that differed in six attributes. Sensitivity analysis is also performed to explore under what circumstances RELCL outperforms LCL. Significant preference heterogeneity was found in all models. The 2-class RELCL has the lowest BIC (8350.64) and prediction error (11.6%) compared to MXL (BIC = 9345.40; pred. err. = 13.0%) and the 5-class LCL (BIC = 8440.30; pred. err. = 16.4%), indicating improved model fit. Allowing random effects also reduces the number of classes from five in LCL to two, both having significant policy and clinical implications. RELCL provides the flexibility of LCL and the parsimony of MXL. Both our empirical results and sensitivity analysis shows that when there is significant preference heterogeneity among patients that cannot be captured by a small number of clusters, RELCL may be used to generate more accurate predictions and more parsimonious results that are policy-relevant." @default.
• W2902632840 created "2018-12-11" @default.
• W2902632840 creator A5052329105 @default.
• W2902632840 creator A5072733056 @default.
• W2902632840 date "2019-03-01" @default.
• W2902632840 modified "2023-10-13" @default.
• W2902632840 title "Explore preference heterogeneity for treatment among people with Type 2 diabetes: A comparison of random-parameters and latent-class estimation techniques" @default.
• W2902632840 cites W1522517162 @default.
• W2902632840 cites W1604744624 @default.
• W2902632840 cites W1979898384 @default.
• W2902632840 cites W1992698505 @default.
• W2902632840 cites W2003675029 @default.
• W2902632840 cites W2018930518 @default.
• W2902632840 cites W2031257767 @default.
• W2902632840 cites W2031599684 @default.
• W2902632840 cites W2048709304 @default.
• W2902632840 cites W2071308900 @default.
• W2902632840 cites W2079817125 @default.
• W2902632840 cites W2085365767 @default.
• W2902632840 cites W2090330784 @default.
• W2902632840 cites W2090367157 @default.
• W2902632840 cites W2099773105 @default.
• W2902632840 cites W2132513842 @default.
• W2902632840 cites W2136438270 @default.
• W2902632840 cites W2137344397 @default.
• W2902632840 cites W2139200745 @default.
• W2902632840 cites W2146998182 @default.
• W2902632840 cites W2166834128 @default.
• W2902632840 cites W2230094283 @default.
• W2902632840 cites W2343930468 @default.
• W2902632840 cites W2504606728 @default.
• W2902632840 cites W2765781150 @default.
• W2902632840 doi "https://doi.org/10.1016/j.jocm.2018.11.002" @default.
• W2902632840 hasPublicationYear "2019" @default.
• W2902632840 type Work @default.
• W2902632840 sameAs 2902632840 @default.
• W2902632840 citedByCount "10" @default.
• W2902632840 countsByYear W29026328402020 @default.
• W2902632840 countsByYear W29026328402021 @default.
• W2902632840 countsByYear W29026328402022 @default.
• W2902632840 countsByYear W29026328402023 @default.
• W2902632840 crossrefType "journal-article" @default.
• W2902632840 hasAuthorship W2902632840A5052329105 @default.
• W2902632840 hasAuthorship W2902632840A5072733056 @default.
• W2902632840 hasConcept C105795698 @default.
• W2902632840 hasConcept C127413603 @default.
• W2902632840 hasConcept C140331021 @default.
• W2902632840 hasConcept C149782125 @default.
• W2902632840 hasConcept C151956035 @default.
• W2902632840 hasConcept C154945302 @default.
• W2902632840 hasConcept C162324750 @default.
• W2902632840 hasConcept C187736073 @default.
• W2902632840 hasConcept C190669063 @default.
• W2902632840 hasConcept C21200559 @default.
• W2902632840 hasConcept C24326235 @default.
• W2902632840 hasConcept C2777212361 @default.
• W2902632840 hasConcept C2780598303 @default.
• W2902632840 hasConcept C2781249084 @default.
• W2902632840 hasConcept C33923547 @default.
• W2902632840 hasConcept C41008148 @default.
• W2902632840 hasConcept C70727504 @default.
• W2902632840 hasConcept C95057490 @default.
• W2902632840 hasConcept C96250715 @default.
• W2902632840 hasConceptScore W2902632840C105795698 @default.
• W2902632840 hasConceptScore W2902632840C127413603 @default.
• W2902632840 hasConceptScore W2902632840C140331021 @default.
• W2902632840 hasConceptScore W2902632840C149782125 @default.
• W2902632840 hasConceptScore W2902632840C151956035 @default.
• W2902632840 hasConceptScore W2902632840C154945302 @default.
• W2902632840 hasConceptScore W2902632840C162324750 @default.
• W2902632840 hasConceptScore W2902632840C187736073 @default.
• W2902632840 hasConceptScore W2902632840C190669063 @default.
• W2902632840 hasConceptScore W2902632840C21200559 @default.
• W2902632840 hasConceptScore W2902632840C24326235 @default.
• W2902632840 hasConceptScore W2902632840C2777212361 @default.
• W2902632840 hasConceptScore W2902632840C2780598303 @default.
• W2902632840 hasConceptScore W2902632840C2781249084 @default.
• W2902632840 hasConceptScore W2902632840C33923547 @default.
• W2902632840 hasConceptScore W2902632840C41008148 @default.
• W2902632840 hasConceptScore W2902632840C70727504 @default.
• W2902632840 hasConceptScore W2902632840C95057490 @default.
• W2902632840 hasConceptScore W2902632840C96250715 @default.
• W2902632840 hasFunder F4320308927 @default.
• W2902632840 hasLocation W29026328401 @default.
• W2902632840 hasOpenAccess W2902632840 @default.
• W2902632840 hasPrimaryLocation W29026328401 @default.
• W2902632840 hasRelatedWork W1481272520 @default.
• W2902632840 hasRelatedWork W1594919415 @default.
• W2902632840 hasRelatedWork W1979051328 @default.
• W2902632840 hasRelatedWork W2001679721 @default.
• W2902632840 hasRelatedWork W2002893440 @default.
• W2902632840 hasRelatedWork W205215963 @default.
• W2902632840 hasRelatedWork W2164259513 @default.
• W2902632840 hasRelatedWork W2180844169 @default.
• W2902632840 hasRelatedWork W3121224573 @default.
• W2902632840 hasRelatedWork W3122575588 @default.
• W2902632840 hasVolume "30" @default.
• W2902632840 isParatext "false" @default.

• next