Matches in SemOpenAlex for { <https://semopenalex.org/work/W2947455013> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2947455013 abstract "It is necessary to identify the demand level of consumers and recognize the support target priority based on it in order to provide efficient services with a limited budget. This study provided baseline data for spreading the use of consumer-oriented voucher service by exploring factors associated with the demand of the Voucher Program for Speech Language Therapy for preschool children. This study were analyzed 212 guardians living with children (≤5 years old) who resided in Seoul from Aug 11 to Oct 9, 2015. The outcome variable was defined as the demand (i.e., required and not required) of the Voucher Program for Speech Language Therapy. The results of the developed prediction model were compared with the results of a decision tree based on classification and regression tree (CART). The prediction performance of the developed model was evaluated using a confusion matrix. Among the 212 subjects, 112 (52.8%) responded that the Voucher Program for Speech Language Therapy was necessary. The weighted random forest-based model predicted five variables (i.e., whether preschooler caregiving services were used or not, economic activity after childbirth, the awareness of Seoul’s welfare counselor operation, mean monthly living expenses, and whether welfare related information was obtained) as the variables associated with the demand of the Voucher Program for Speech Language Therapy and the accuracy was 72.1%. It is needed to develop systematic policies to expand consumer-oriented language therapy services based on the developed prediction model for the Voucher Program for Speech Language Therapy." @default.
- W2947455013 created "2019-06-07" @default.
- W2947455013 creator A5013123779 @default.
- W2947455013 creator A5064651888 @default.
- W2947455013 creator A5079913177 @default.
- W2947455013 date "2019-01-01" @default.
- W2947455013 modified "2023-10-14" @default.
- W2947455013 title "Exploring Factors Associated with Voucher Program for Speech Language Therapy for the Preschoolers of Parents with Communication Disorder using Weighted Random Forests" @default.
- W2947455013 cites W1605688901 @default.
- W2947455013 cites W1758613739 @default.
- W2947455013 cites W1875061881 @default.
- W2947455013 cites W1885645786 @default.
- W2947455013 cites W1987464952 @default.
- W2947455013 cites W2099534828 @default.
- W2947455013 cites W2113822305 @default.
- W2947455013 cites W2142951908 @default.
- W2947455013 cites W2155261478 @default.
- W2947455013 cites W2315334142 @default.
- W2947455013 cites W2332458334 @default.
- W2947455013 cites W2601290647 @default.
- W2947455013 cites W2758351156 @default.
- W2947455013 cites W2806857802 @default.
- W2947455013 cites W2902095104 @default.
- W2947455013 cites W2911964244 @default.
- W2947455013 cites W2912934387 @default.
- W2947455013 cites W2930574208 @default.
- W2947455013 cites W2949856637 @default.
- W2947455013 cites W2963041328 @default.
- W2947455013 doi "https://doi.org/10.14569/ijacsa.2019.0100503" @default.
- W2947455013 hasPublicationYear "2019" @default.
- W2947455013 type Work @default.
- W2947455013 sameAs 2947455013 @default.
- W2947455013 citedByCount "6" @default.
- W2947455013 countsByYear W29474550132020 @default.
- W2947455013 countsByYear W29474550132021 @default.
- W2947455013 crossrefType "journal-article" @default.
- W2947455013 hasAuthorship W2947455013A5013123779 @default.
- W2947455013 hasAuthorship W2947455013A5064651888 @default.
- W2947455013 hasAuthorship W2947455013A5079913177 @default.
- W2947455013 hasBestOaLocation W29474550131 @default.
- W2947455013 hasConcept C100243477 @default.
- W2947455013 hasConcept C105458232 @default.
- W2947455013 hasConcept C111368507 @default.
- W2947455013 hasConcept C119857082 @default.
- W2947455013 hasConcept C12725497 @default.
- W2947455013 hasConcept C127313418 @default.
- W2947455013 hasConcept C136764020 @default.
- W2947455013 hasConcept C154945302 @default.
- W2947455013 hasConcept C169258074 @default.
- W2947455013 hasConcept C17744445 @default.
- W2947455013 hasConcept C199539241 @default.
- W2947455013 hasConcept C41008148 @default.
- W2947455013 hasConcept C84525736 @default.
- W2947455013 hasConceptScore W2947455013C100243477 @default.
- W2947455013 hasConceptScore W2947455013C105458232 @default.
- W2947455013 hasConceptScore W2947455013C111368507 @default.
- W2947455013 hasConceptScore W2947455013C119857082 @default.
- W2947455013 hasConceptScore W2947455013C12725497 @default.
- W2947455013 hasConceptScore W2947455013C127313418 @default.
- W2947455013 hasConceptScore W2947455013C136764020 @default.
- W2947455013 hasConceptScore W2947455013C154945302 @default.
- W2947455013 hasConceptScore W2947455013C169258074 @default.
- W2947455013 hasConceptScore W2947455013C17744445 @default.
- W2947455013 hasConceptScore W2947455013C199539241 @default.
- W2947455013 hasConceptScore W2947455013C41008148 @default.
- W2947455013 hasConceptScore W2947455013C84525736 @default.
- W2947455013 hasIssue "5" @default.
- W2947455013 hasLocation W29474550131 @default.
- W2947455013 hasOpenAccess W2947455013 @default.
- W2947455013 hasPrimaryLocation W29474550131 @default.
- W2947455013 hasRelatedWork W3210877509 @default.
- W2947455013 hasRelatedWork W4200057378 @default.
- W2947455013 hasRelatedWork W4200196661 @default.
- W2947455013 hasRelatedWork W4205958290 @default.
- W2947455013 hasRelatedWork W4249746146 @default.
- W2947455013 hasRelatedWork W4283016678 @default.
- W2947455013 hasRelatedWork W4293069612 @default.
- W2947455013 hasRelatedWork W4318350883 @default.
- W2947455013 hasRelatedWork W4320483443 @default.
- W2947455013 hasRelatedWork W4328134586 @default.
- W2947455013 hasVolume "10" @default.
- W2947455013 isParatext "false" @default.
- W2947455013 isRetracted "false" @default.
- W2947455013 magId "2947455013" @default.
- W2947455013 workType "article" @default.