Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312600013> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W4312600013 abstract "This study aims to determine the main factors influencing the informal worker sector's willingness to pay (WTP) the National Health Insurance System (NHIS) payments following tele-collection. The difficulty for the NHIS program's viability in terms of contributions is the low WTP for payments from informal participants. Social Security Agency for Health (SSAH/BPJS Kesehatan) has made numerous initiatives to collect payments from informal participants, but their effectiveness remains low. Therefore, the author analyzed the tele-collection data set from the SSAH using socio-demographic data, product or service factors, and billing time as independent factors to predict WTP. In addition, this study used tree-based algorithms for modelling and using accuracy values and area under the ROC curve (AUC) to evaluate predictive results. Findings/Results: (a) The determinant factors of WTP for informal participants after tele-collection in this study are: access to facility health services, billing time, number of months in arrears, and the age of the family head, which collectively yielded a predicted probability of 82.4 per cent; (b) the Light Gradient Boosting Machine (LGBM) algorithm performed more accurately on the collected data compared to other tree-based algorithms. The findings of this study can be used practically by SSAH to improve the probability of success in their tele-collection program, which was previously less effective." @default.
- W4312600013 created "2023-01-05" @default.
- W4312600013 creator A5025631451 @default.
- W4312600013 creator A5060491874 @default.
- W4312600013 date "2022-08-02" @default.
- W4312600013 modified "2023-10-16" @default.
- W4312600013 title "Using Tree-Based Algorithm to Predict Informal Workers' Willingness to Pay National Health Insurance after Tele-Collection" @default.
- W4312600013 doi "https://doi.org/10.1109/icoict55009.2022.9914901" @default.
- W4312600013 hasPublicationYear "2022" @default.
- W4312600013 type Work @default.
- W4312600013 citedByCount "0" @default.
- W4312600013 crossrefType "proceedings-article" @default.
- W4312600013 hasAuthorship W4312600013A5025631451 @default.
- W4312600013 hasAuthorship W4312600013A5060491874 @default.
- W4312600013 hasConcept C10138342 @default.
- W4312600013 hasConcept C105795698 @default.
- W4312600013 hasConcept C108170787 @default.
- W4312600013 hasConcept C111472728 @default.
- W4312600013 hasConcept C11413529 @default.
- W4312600013 hasConcept C133462117 @default.
- W4312600013 hasConcept C138885662 @default.
- W4312600013 hasConcept C144133560 @default.
- W4312600013 hasConcept C145097563 @default.
- W4312600013 hasConcept C162118730 @default.
- W4312600013 hasConcept C162324750 @default.
- W4312600013 hasConcept C175444787 @default.
- W4312600013 hasConcept C2775954502 @default.
- W4312600013 hasConcept C2777364431 @default.
- W4312600013 hasConcept C33923547 @default.
- W4312600013 hasConcept C41008148 @default.
- W4312600013 hasConceptScore W4312600013C10138342 @default.
- W4312600013 hasConceptScore W4312600013C105795698 @default.
- W4312600013 hasConceptScore W4312600013C108170787 @default.
- W4312600013 hasConceptScore W4312600013C111472728 @default.
- W4312600013 hasConceptScore W4312600013C11413529 @default.
- W4312600013 hasConceptScore W4312600013C133462117 @default.
- W4312600013 hasConceptScore W4312600013C138885662 @default.
- W4312600013 hasConceptScore W4312600013C144133560 @default.
- W4312600013 hasConceptScore W4312600013C145097563 @default.
- W4312600013 hasConceptScore W4312600013C162118730 @default.
- W4312600013 hasConceptScore W4312600013C162324750 @default.
- W4312600013 hasConceptScore W4312600013C175444787 @default.
- W4312600013 hasConceptScore W4312600013C2775954502 @default.
- W4312600013 hasConceptScore W4312600013C2777364431 @default.
- W4312600013 hasConceptScore W4312600013C33923547 @default.
- W4312600013 hasConceptScore W4312600013C41008148 @default.
- W4312600013 hasLocation W43126000131 @default.
- W4312600013 hasOpenAccess W4312600013 @default.
- W4312600013 hasPrimaryLocation W43126000131 @default.
- W4312600013 hasRelatedWork W133573756 @default.
- W4312600013 hasRelatedWork W1854736701 @default.
- W4312600013 hasRelatedWork W2026443408 @default.
- W4312600013 hasRelatedWork W2255557270 @default.
- W4312600013 hasRelatedWork W2373875437 @default.
- W4312600013 hasRelatedWork W2379470337 @default.
- W4312600013 hasRelatedWork W2492126242 @default.
- W4312600013 hasRelatedWork W2542613456 @default.
- W4312600013 hasRelatedWork W3023757087 @default.
- W4312600013 hasRelatedWork W4312600013 @default.
- W4312600013 isParatext "false" @default.
- W4312600013 isRetracted "false" @default.
- W4312600013 workType "article" @default.