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Generating fit-for-purpose real-world evidence in Asia: How far are we from closing the gaps?
Evidence generated by randomized controlled trials (RCTs) does not often represent the patient journey and clinical outcomes in the real world due to limited external validity or generalizability. Studies based on real-world data are intended to generalize results to the broader population; however,...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10405531/ https://www.ncbi.nlm.nih.gov/pubmed/37554247 http://dx.doi.org/10.4103/picr.picr_193_22 |
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author | Shau, Wen-Yi Setia, Sajita Shinde, Salil Santoso, Handoko Furtner, Daniel |
author_facet | Shau, Wen-Yi Setia, Sajita Shinde, Salil Santoso, Handoko Furtner, Daniel |
author_sort | Shau, Wen-Yi |
collection | PubMed |
description | Evidence generated by randomized controlled trials (RCTs) does not often represent the patient journey and clinical outcomes in the real world due to limited external validity or generalizability. Studies based on real-world data are intended to generalize results to the broader population; however, if the influence of external factors or confounders is not effectively managed, the cause-and-effect relationship and internal validity may be challenged, resulting in flawed results. The collection of quality real-world evidence (RWE) is crucial in Asia as there is often an underrepresentation of Asian populations in RCTs. In addition, few countries in Asia are catching up with the Western world in issuing practical foundational principles and guidance for conducting and adopting evidence for regulatory and reimbursement decisions. However, privacy and data protection laws are generally lagging behind technological developments in electronic medical records. While leveraging RWE in clinical and regulatory decision-making holds excellent potential, collective efforts across industry, governments, and research institutions are required for generating standardized practices and building capabilities for developing fit-for-purpose RWE in Asia. |
format | Online Article Text |
id | pubmed-10405531 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
spelling | pubmed-104055312023-08-08 Generating fit-for-purpose real-world evidence in Asia: How far are we from closing the gaps? Shau, Wen-Yi Setia, Sajita Shinde, Salil Santoso, Handoko Furtner, Daniel Perspect Clin Res Review Article Evidence generated by randomized controlled trials (RCTs) does not often represent the patient journey and clinical outcomes in the real world due to limited external validity or generalizability. Studies based on real-world data are intended to generalize results to the broader population; however, if the influence of external factors or confounders is not effectively managed, the cause-and-effect relationship and internal validity may be challenged, resulting in flawed results. The collection of quality real-world evidence (RWE) is crucial in Asia as there is often an underrepresentation of Asian populations in RCTs. In addition, few countries in Asia are catching up with the Western world in issuing practical foundational principles and guidance for conducting and adopting evidence for regulatory and reimbursement decisions. However, privacy and data protection laws are generally lagging behind technological developments in electronic medical records. While leveraging RWE in clinical and regulatory decision-making holds excellent potential, collective efforts across industry, governments, and research institutions are required for generating standardized practices and building capabilities for developing fit-for-purpose RWE in Asia. Wolters Kluwer - Medknow 2023 2023-06-05 /pmc/articles/PMC10405531/ /pubmed/37554247 http://dx.doi.org/10.4103/picr.picr_193_22 Text en Copyright: © 2023 Perspectives in Clinical Research https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Review Article Shau, Wen-Yi Setia, Sajita Shinde, Salil Santoso, Handoko Furtner, Daniel Generating fit-for-purpose real-world evidence in Asia: How far are we from closing the gaps? |
title | Generating fit-for-purpose real-world evidence in Asia: How far are we from closing the gaps? |
title_full | Generating fit-for-purpose real-world evidence in Asia: How far are we from closing the gaps? |
title_fullStr | Generating fit-for-purpose real-world evidence in Asia: How far are we from closing the gaps? |
title_full_unstemmed | Generating fit-for-purpose real-world evidence in Asia: How far are we from closing the gaps? |
title_short | Generating fit-for-purpose real-world evidence in Asia: How far are we from closing the gaps? |
title_sort | generating fit-for-purpose real-world evidence in asia: how far are we from closing the gaps? |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10405531/ https://www.ncbi.nlm.nih.gov/pubmed/37554247 http://dx.doi.org/10.4103/picr.picr_193_22 |
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