Effectiveness Digital Mapping on Tuberculosis Treatment Outcomes: A Retrospective Comparative Study.
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| Title: | Effectiveness Digital Mapping on Tuberculosis Treatment Outcomes: A Retrospective Comparative Study. |
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| Authors: | Sukatemin1, Fanany, Muhammad2, Peristiowati, Yuly2, Agustine2 |
| Source: | International Journal of Special Education. 2026 Special Issue, Vol. 41, p169-180. 12p. |
| Subject Terms: | *Retrospective studies, Digital mapping, Treatment effectiveness, Tuberculosis, Patient monitoring, HIV infections |
| Abstract: | Nabire Regency in Central Papua has a high tuberculosis (TB) burden with severe geographical challenges and high HIV prevalence. Digital mapping innovation using the Appsheet platform was expected to improve patient tracing, treatment monitoring, and ultimately treatment outcomes. This study aimed to evaluate the effectiveness of digital mapping on TB treatment outcomes. A retrospective comparative study was conducted. The sample comprised 711 respondents (387 in the digital mapping intervention group and 324 in the non-digital control group) from 16 puskesmas (8 intervention, 8 control). Analysis included univariate, bivariate (Chi-Square), and multivariate logistic regression (controlling for age and distance) with α = 0.05. The intervention group had significantly better treatment success (79.6% vs. 70.4%; p = 0.004), far fewer patients lost to follow-up (0.8% vs. 13.0%; p < 0.001), and lower mortality (1.3% vs. 4.3%; p = 0.013). Multivariate analysis confirmed digital mapping as a significant factor for treatment success after controlling for age and distance (AOR = 1.760; 95% CI: 1.238–2.501; p = 0.002). Home distance ≥1 km was a significant risk factor for treatment failure (AOR = 0.656; 95% CI: 0.494–0.872; p = 0.004). HIV co-infection prevalence was high (14.2% overall). The study found that digital mapping effectively improves treatment success, reduces loss to followup, and reduces mortality among TB patients. Expansion of digital mapping implementation and stronger TB-HIV service integration are recommended. [ABSTRACT FROM AUTHOR] |
| Copyright of International Journal of Special Education is the property of International Journal of Special Education 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: | Education Research Complete |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: ehh DbLabel: Education Research Complete An: 195661385 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Effectiveness Digital Mapping on Tuberculosis Treatment Outcomes: A Retrospective Comparative Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Sukatemin%22">Sukatemin</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Fanany%2C+Muhammad%22">Fanany, Muhammad</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AR" term="%22Peristiowati%2C+Yuly%22">Peristiowati, Yuly</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AR" term="%22Agustine%22">Agustine</searchLink><relatesTo>2</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Special+Education%22">International Journal of Special Education</searchLink>. 2026 Special Issue, Vol. 41, p169-180. 12p. – Name: Subject Label: Subject Terms Group: Su Data: *<searchLink fieldCode="DE" term="%22Retrospective+studies%22">Retrospective studies</searchLink><br /><searchLink fieldCode="DE" term="%22Digital+mapping%22">Digital mapping</searchLink><br /><searchLink fieldCode="DE" term="%22Treatment+effectiveness%22">Treatment effectiveness</searchLink><br /><searchLink fieldCode="DE" term="%22Tuberculosis%22">Tuberculosis</searchLink><br /><searchLink fieldCode="DE" term="%22Patient+monitoring%22">Patient monitoring</searchLink><br /><searchLink fieldCode="DE" term="%22HIV+infections%22">HIV infections</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Nabire Regency in Central Papua has a high tuberculosis (TB) burden with severe geographical challenges and high HIV prevalence. Digital mapping innovation using the Appsheet platform was expected to improve patient tracing, treatment monitoring, and ultimately treatment outcomes. This study aimed to evaluate the effectiveness of digital mapping on TB treatment outcomes. A retrospective comparative study was conducted. The sample comprised 711 respondents (387 in the digital mapping intervention group and 324 in the non-digital control group) from 16 puskesmas (8 intervention, 8 control). Analysis included univariate, bivariate (Chi-Square), and multivariate logistic regression (controlling for age and distance) with α = 0.05. The intervention group had significantly better treatment success (79.6% vs. 70.4%; p = 0.004), far fewer patients lost to follow-up (0.8% vs. 13.0%; p < 0.001), and lower mortality (1.3% vs. 4.3%; p = 0.013). Multivariate analysis confirmed digital mapping as a significant factor for treatment success after controlling for age and distance (AOR = 1.760; 95% CI: 1.238–2.501; p = 0.002). Home distance ≥1 km was a significant risk factor for treatment failure (AOR = 0.656; 95% CI: 0.494–0.872; p = 0.004). HIV co-infection prevalence was high (14.2% overall). The study found that digital mapping effectively improves treatment success, reduces loss to followup, and reduces mortality among TB patients. Expansion of digital mapping implementation and stronger TB-HIV service integration are recommended. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of International Journal of Special Education is the property of International Journal of Special Education 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.) |
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| RecordInfo | BibRecord: BibEntity: Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 12 StartPage: 169 Subjects: – SubjectFull: Retrospective studies Type: general – SubjectFull: Digital mapping Type: general – SubjectFull: Treatment effectiveness Type: general – SubjectFull: Tuberculosis Type: general – SubjectFull: Patient monitoring Type: general – SubjectFull: HIV infections Type: general Titles: – TitleFull: Effectiveness Digital Mapping on Tuberculosis Treatment Outcomes: A Retrospective Comparative Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sukatemin – PersonEntity: Name: NameFull: Fanany, Muhammad – PersonEntity: Name: NameFull: Peristiowati, Yuly – PersonEntity: Name: NameFull: Agustine IsPartOfRelationships: – BibEntity: Dates: – D: 11 M: 01 Text: 2026 Special Issue Type: published Y: 2026 Identifiers: – Type: issn-print Value: 08273383 Numbering: – Type: volume Value: 41 Titles: – TitleFull: International Journal of Special Education Type: main |
| ResultId | 1 |
