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Comparing the Sensitivities of Measures of Adherence to Antihypertensive Drugs Using Korean National Health Insurance Claims Data
PURPOSE: Numerous studies have utilized various forms of adherence measures. However, methods for measuring adherence are inconsistent. Moreover, few studies are available that have compared sensitivities of the effects of several criteria on medication adherence. This study aims to compare measures...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360770/ https://www.ncbi.nlm.nih.gov/pubmed/34408405 http://dx.doi.org/10.2147/PPA.S322745 |
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author | Choo, Eunjung Jung, Minji Shin, Jaekyu Lee, Sukhyang |
author_facet | Choo, Eunjung Jung, Minji Shin, Jaekyu Lee, Sukhyang |
author_sort | Choo, Eunjung |
collection | PubMed |
description | PURPOSE: Numerous studies have utilized various forms of adherence measures. However, methods for measuring adherence are inconsistent. Moreover, few studies are available that have compared sensitivities of the effects of several criteria on medication adherence. This study aims to compare measures of adherence using varied analytical decisions. MATERIALS AND METHODS: We included three measures for adherence: proportion of days covered with one or more medications (PDC(with≥1)), duration weighted mean PDC (PDC(wm)), and daily polypharmacy possession ratio (DPPR). We compared the sensitivities of the measures by changing parameters in the Korean nationwide claims database. First, we used PDC(with≥1) as our base model. Then, we divided an adherence measure algorithm into three categories: (1) definition of data cleaning, (2) inclusion criteria and observation period, and (3) calculation methods of medication adherence. The categories included eight decision nodes that incorporated 25 alternative options. Finally, we assessed the medication adherence for the base-case with commonly used values and then varied to measure with each alternative option. RESULTS: The base-case included 14,288 beneficiaries with antihypertensives. Among eight decisions, both handling an end-date-of-study and overlaps had the strongest impacts on measuring PDC(with≥1), PDC(wm), and DPPR, with small differences in sample size. Instead of the estimates of adherence from PDC(wm), those of PDC(with≥1) and DPPR were similar. Furthermore, a tendency toward a higher medication adherence was observed with a smaller study population. CONCLUSION: The decisions regarding identifying an end-date-of-study and overlaps showed meaningful impacts of all three measures including PDC(with≥1), PDCwm, and DPPR on measuring medication adherence. |
format | Online Article Text |
id | pubmed-8360770 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-83607702021-08-17 Comparing the Sensitivities of Measures of Adherence to Antihypertensive Drugs Using Korean National Health Insurance Claims Data Choo, Eunjung Jung, Minji Shin, Jaekyu Lee, Sukhyang Patient Prefer Adherence Original Research PURPOSE: Numerous studies have utilized various forms of adherence measures. However, methods for measuring adherence are inconsistent. Moreover, few studies are available that have compared sensitivities of the effects of several criteria on medication adherence. This study aims to compare measures of adherence using varied analytical decisions. MATERIALS AND METHODS: We included three measures for adherence: proportion of days covered with one or more medications (PDC(with≥1)), duration weighted mean PDC (PDC(wm)), and daily polypharmacy possession ratio (DPPR). We compared the sensitivities of the measures by changing parameters in the Korean nationwide claims database. First, we used PDC(with≥1) as our base model. Then, we divided an adherence measure algorithm into three categories: (1) definition of data cleaning, (2) inclusion criteria and observation period, and (3) calculation methods of medication adherence. The categories included eight decision nodes that incorporated 25 alternative options. Finally, we assessed the medication adherence for the base-case with commonly used values and then varied to measure with each alternative option. RESULTS: The base-case included 14,288 beneficiaries with antihypertensives. Among eight decisions, both handling an end-date-of-study and overlaps had the strongest impacts on measuring PDC(with≥1), PDC(wm), and DPPR, with small differences in sample size. Instead of the estimates of adherence from PDC(wm), those of PDC(with≥1) and DPPR were similar. Furthermore, a tendency toward a higher medication adherence was observed with a smaller study population. CONCLUSION: The decisions regarding identifying an end-date-of-study and overlaps showed meaningful impacts of all three measures including PDC(with≥1), PDCwm, and DPPR on measuring medication adherence. Dove 2021-08-08 /pmc/articles/PMC8360770/ /pubmed/34408405 http://dx.doi.org/10.2147/PPA.S322745 Text en © 2021 Choo et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Choo, Eunjung Jung, Minji Shin, Jaekyu Lee, Sukhyang Comparing the Sensitivities of Measures of Adherence to Antihypertensive Drugs Using Korean National Health Insurance Claims Data |
title | Comparing the Sensitivities of Measures of Adherence to Antihypertensive Drugs Using Korean National Health Insurance Claims Data |
title_full | Comparing the Sensitivities of Measures of Adherence to Antihypertensive Drugs Using Korean National Health Insurance Claims Data |
title_fullStr | Comparing the Sensitivities of Measures of Adherence to Antihypertensive Drugs Using Korean National Health Insurance Claims Data |
title_full_unstemmed | Comparing the Sensitivities of Measures of Adherence to Antihypertensive Drugs Using Korean National Health Insurance Claims Data |
title_short | Comparing the Sensitivities of Measures of Adherence to Antihypertensive Drugs Using Korean National Health Insurance Claims Data |
title_sort | comparing the sensitivities of measures of adherence to antihypertensive drugs using korean national health insurance claims data |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360770/ https://www.ncbi.nlm.nih.gov/pubmed/34408405 http://dx.doi.org/10.2147/PPA.S322745 |
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