Measuring health care continuum with multifaceted indicators for people who use drugs in Vietnam.
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| Title: | Measuring health care continuum with multifaceted indicators for people who use drugs in Vietnam. |
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| Authors: | Liang, Li-Jung, Li, Li |
| Source: | AIDS Care. 2024 Suppl 1, Vol. 36, p161-167. 7p. |
| Subjects: | Clinical medicine, Research funding, Key performance indicators (Management), Continuum of care, Psychology of drug abusers, Longitudinal method, Conceptual structures, Well-being |
| Geographic Terms: | Vietnam |
| Abstract: | Continuum of care is a concept that has been widely applied in HIV prevention and treatment studies. However, measuring care continuum can be challenging because it involves multiple stages and multiple components or domains at each stage of care. In this study, we introduced an analytical framework to (1) estimate intervention effects overall and by domain using a multi-level modeling approach, and (2) learn possible patterns of domains over time utilizing a multi-layer heatmap visualization. Longitudinal data from an intervention study conducted among people who use drugs in Vietnam were used to construct Seek, Test, Treat, and Retain (STTR) domain and overall scores. Findings from the adjusted analysis showed that people who use drugs in the intervention exhibited a significantly greater improvement in the overall STTR score than those in the control (p-values <.0001). The multi-layer heatmap revealed different patterns of the individual domains over time and the inter-relationships among the individual domains. This study demonstrates the feasibility of constructing a general fulfillment score and domain specific scores to measure care continuum among people who use drugs. The analytical framework can be readily extended to evaluate service fulfillment outcomes in health services and treatment studies for other key populations. [ABSTRACT FROM AUTHOR] |
| Copyright of AIDS Care is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Psychology and Behavioral Sciences Collection |
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| Header | DbId: pbh DbLabel: Psychology and Behavioral Sciences Collection An: 178652002 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Measuring health care continuum with multifaceted indicators for people who use drugs in Vietnam. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Liang%2C+Li-Jung%22">Liang, Li-Jung</searchLink><br /><searchLink fieldCode="AR" term="%22Li%2C+Li%22">Li, Li</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22AIDS+Care%22">AIDS Care</searchLink>. 2024 Suppl 1, Vol. 36, p161-167. 7p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Clinical+medicine%22">Clinical medicine</searchLink><br /><searchLink fieldCode="DE" term="%22Research+funding%22">Research funding</searchLink><br /><searchLink fieldCode="DE" term="%22Key+performance+indicators+%28Management%29%22">Key performance indicators (Management)</searchLink><br /><searchLink fieldCode="DE" term="%22Continuum+of+care%22">Continuum of care</searchLink><br /><searchLink fieldCode="DE" term="%22Psychology+of+drug+abusers%22">Psychology of drug abusers</searchLink><br /><searchLink fieldCode="DE" term="%22Longitudinal+method%22">Longitudinal method</searchLink><br /><searchLink fieldCode="DE" term="%22Conceptual+structures%22">Conceptual structures</searchLink><br /><searchLink fieldCode="DE" term="%22Well-being%22">Well-being</searchLink> – Name: SubjectGeographic Label: Geographic Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Vietnam%22">Vietnam</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Continuum of care is a concept that has been widely applied in HIV prevention and treatment studies. However, measuring care continuum can be challenging because it involves multiple stages and multiple components or domains at each stage of care. In this study, we introduced an analytical framework to (1) estimate intervention effects overall and by domain using a multi-level modeling approach, and (2) learn possible patterns of domains over time utilizing a multi-layer heatmap visualization. Longitudinal data from an intervention study conducted among people who use drugs in Vietnam were used to construct Seek, Test, Treat, and Retain (STTR) domain and overall scores. Findings from the adjusted analysis showed that people who use drugs in the intervention exhibited a significantly greater improvement in the overall STTR score than those in the control (p-values <.0001). The multi-layer heatmap revealed different patterns of the individual domains over time and the inter-relationships among the individual domains. This study demonstrates the feasibility of constructing a general fulfillment score and domain specific scores to measure care continuum among people who use drugs. The analytical framework can be readily extended to evaluate service fulfillment outcomes in health services and treatment studies for other key populations. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of AIDS Care is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=pbh&AN=178652002 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1080/09540121.2024.2308747 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 7 StartPage: 161 Subjects: – SubjectFull: Clinical medicine Type: general – SubjectFull: Research funding Type: general – SubjectFull: Key performance indicators (Management) Type: general – SubjectFull: Continuum of care Type: general – SubjectFull: Psychology of drug abusers Type: general – SubjectFull: Longitudinal method Type: general – SubjectFull: Conceptual structures Type: general – SubjectFull: Well-being Type: general – SubjectFull: Vietnam Type: general Titles: – TitleFull: Measuring health care continuum with multifaceted indicators for people who use drugs in Vietnam. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Liang, Li-Jung – PersonEntity: Name: NameFull: Li, Li IsPartOfRelationships: – BibEntity: Dates: – D: 02 M: 07 Text: 2024 Suppl 1 Type: published Y: 2024 Identifiers: – Type: issn-print Value: 09540121 Numbering: – Type: volume Value: 36 Titles: – TitleFull: AIDS Care Type: main |
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