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Promoting generic drug usage in Japan: correlation between generic drug usage and monthly personal income
BACKGROUND: To reduce pharmacy-related medical expenses, it is necessary to cut drug costs, potentially by increasing generic drug usage. This study analyzes the correlation between generic drug usage and monthly personal income by examining prescriptions for individual drugs. METHODS: We conducted...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9948395/ https://www.ncbi.nlm.nih.gov/pubmed/36814342 http://dx.doi.org/10.1186/s40545-023-00532-5 |
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author | Suzuki, Takaaki Iwata, Mari Maezawa, Mika Inoue, Misaki Satake, Riko Wakabayashi, Wataru Oura, Keita Tanaka, Hideyuki Hirofuji, Sakiko Miyasaka, Koumi Goto, Fumiya Nakao, Satoshi Masuta, Mayuko Iguchi, Kazuhiro Nakamura, Mitsuhiro |
author_facet | Suzuki, Takaaki Iwata, Mari Maezawa, Mika Inoue, Misaki Satake, Riko Wakabayashi, Wataru Oura, Keita Tanaka, Hideyuki Hirofuji, Sakiko Miyasaka, Koumi Goto, Fumiya Nakao, Satoshi Masuta, Mayuko Iguchi, Kazuhiro Nakamura, Mitsuhiro |
author_sort | Suzuki, Takaaki |
collection | PubMed |
description | BACKGROUND: To reduce pharmacy-related medical expenses, it is necessary to cut drug costs, potentially by increasing generic drug usage. This study analyzes the correlation between generic drug usage and monthly personal income by examining prescriptions for individual drugs. METHODS: We conducted a cross-sectional study based on the data set from the National Database of Health Insurance Claims and Specific Health Checkups of Japan Open Data Japan and the Basic Survey on Wage Structure. We calculated the correlation coefficient between the usage rate of generic drugs in each prefecture of Japan and monthly personal incomes. We then analyzed the correlation coefficients based on the therapeutic categories of medicinal drugs; the contingency table was visualized as a mosaic plot. To compare the proportions between multiple categories, the chi-squared test was applied as a statistical significance test that was used in the analysis of n × m contingency tables. We worked with the null hypothesis that there were no differences between classes in the population. RESULTS: Regarding the correlation coefficient between the usage rate of generic drugs and monthly personal incomes, the proportion of negative correlation coefficients for outpatient out-of-hospital and outpatient in-hospital prescriptions was over 70%, while that for inpatient prescriptions was 46.9%. The proportion of medicinal drugs exhibiting a negative correlation between the rates of generic drug usage and monthly personal incomes for outpatient out-of-hospital prescriptions and outpatient in-hospital prescriptions was higher than that of inpatient prescriptions. The proportion of statistically correlated medicinal drugs among inpatient prescriptions was lower than that among outpatient out-of-hospital and outpatient in-hospital prescriptions. The proportions of significant negative correlations for outpatient out-of-hospital, outpatient in-hospital, and inpatient prescriptions were 30.6%, 22.7%, and 3.5%, respectively. It was also observed that the rate of generic prescription usage for outpatient out-of-hospital and in-hospital prescriptions increased as monthly personal incomes decreased. In outpatients, the therapeutic categories with strong negative correlations were vasodilators and hyperlipidemia drugs. CONCLUSIONS: Our results may help to increase the usage rate of generic drugs in different prefectures by providing useful information for promoting them throughout Japan. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40545-023-00532-5. |
format | Online Article Text |
id | pubmed-9948395 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99483952023-02-24 Promoting generic drug usage in Japan: correlation between generic drug usage and monthly personal income Suzuki, Takaaki Iwata, Mari Maezawa, Mika Inoue, Misaki Satake, Riko Wakabayashi, Wataru Oura, Keita Tanaka, Hideyuki Hirofuji, Sakiko Miyasaka, Koumi Goto, Fumiya Nakao, Satoshi Masuta, Mayuko Iguchi, Kazuhiro Nakamura, Mitsuhiro J Pharm Policy Pract Research BACKGROUND: To reduce pharmacy-related medical expenses, it is necessary to cut drug costs, potentially by increasing generic drug usage. This study analyzes the correlation between generic drug usage and monthly personal income by examining prescriptions for individual drugs. METHODS: We conducted a cross-sectional study based on the data set from the National Database of Health Insurance Claims and Specific Health Checkups of Japan Open Data Japan and the Basic Survey on Wage Structure. We calculated the correlation coefficient between the usage rate of generic drugs in each prefecture of Japan and monthly personal incomes. We then analyzed the correlation coefficients based on the therapeutic categories of medicinal drugs; the contingency table was visualized as a mosaic plot. To compare the proportions between multiple categories, the chi-squared test was applied as a statistical significance test that was used in the analysis of n × m contingency tables. We worked with the null hypothesis that there were no differences between classes in the population. RESULTS: Regarding the correlation coefficient between the usage rate of generic drugs and monthly personal incomes, the proportion of negative correlation coefficients for outpatient out-of-hospital and outpatient in-hospital prescriptions was over 70%, while that for inpatient prescriptions was 46.9%. The proportion of medicinal drugs exhibiting a negative correlation between the rates of generic drug usage and monthly personal incomes for outpatient out-of-hospital prescriptions and outpatient in-hospital prescriptions was higher than that of inpatient prescriptions. The proportion of statistically correlated medicinal drugs among inpatient prescriptions was lower than that among outpatient out-of-hospital and outpatient in-hospital prescriptions. The proportions of significant negative correlations for outpatient out-of-hospital, outpatient in-hospital, and inpatient prescriptions were 30.6%, 22.7%, and 3.5%, respectively. It was also observed that the rate of generic prescription usage for outpatient out-of-hospital and in-hospital prescriptions increased as monthly personal incomes decreased. In outpatients, the therapeutic categories with strong negative correlations were vasodilators and hyperlipidemia drugs. CONCLUSIONS: Our results may help to increase the usage rate of generic drugs in different prefectures by providing useful information for promoting them throughout Japan. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40545-023-00532-5. BioMed Central 2023-02-22 /pmc/articles/PMC9948395/ /pubmed/36814342 http://dx.doi.org/10.1186/s40545-023-00532-5 Text en © Crown 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Suzuki, Takaaki Iwata, Mari Maezawa, Mika Inoue, Misaki Satake, Riko Wakabayashi, Wataru Oura, Keita Tanaka, Hideyuki Hirofuji, Sakiko Miyasaka, Koumi Goto, Fumiya Nakao, Satoshi Masuta, Mayuko Iguchi, Kazuhiro Nakamura, Mitsuhiro Promoting generic drug usage in Japan: correlation between generic drug usage and monthly personal income |
title | Promoting generic drug usage in Japan: correlation between generic drug usage and monthly personal income |
title_full | Promoting generic drug usage in Japan: correlation between generic drug usage and monthly personal income |
title_fullStr | Promoting generic drug usage in Japan: correlation between generic drug usage and monthly personal income |
title_full_unstemmed | Promoting generic drug usage in Japan: correlation between generic drug usage and monthly personal income |
title_short | Promoting generic drug usage in Japan: correlation between generic drug usage and monthly personal income |
title_sort | promoting generic drug usage in japan: correlation between generic drug usage and monthly personal income |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9948395/ https://www.ncbi.nlm.nih.gov/pubmed/36814342 http://dx.doi.org/10.1186/s40545-023-00532-5 |
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