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Do laws impact opioids consumption? A breakpoint analysis based on Italian sales data
PURPOSE: In Italy, where the adoption of opioid analgesics in pain management has been historically poor, an increase in opioids consumption occurred between 2000 and 2015. The aim of this study is to assess, through specific time series analyses for trend changes, the impact of different intervenin...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6120574/ https://www.ncbi.nlm.nih.gov/pubmed/30214276 http://dx.doi.org/10.2147/JPR.S163438 |
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author | Musazzi, Umberto Maria Rocco, Paolo Brunelli, Cinzia Bisaglia, Luisa Caraceni, Augusto Minghetti, Paola |
author_facet | Musazzi, Umberto Maria Rocco, Paolo Brunelli, Cinzia Bisaglia, Luisa Caraceni, Augusto Minghetti, Paola |
author_sort | Musazzi, Umberto Maria |
collection | PubMed |
description | PURPOSE: In Italy, where the adoption of opioid analgesics in pain management has been historically poor, an increase in opioids consumption occurred between 2000 and 2015. The aim of this study is to assess, through specific time series analyses for trend changes, the impact of different intervening factors – such as the availability of new drugs, the observance of clinical guidelines, changes in prescription regulations, and in reimbursement policies – on opioids sales to community pharmacies in Italy, focusing on the time period 2000–2010. MATERIALS AND METHODS: Five opioids were considered: codeine, tramadol, buprenorphine, morphine, and fentanyl. The analysis is based on sales data collected at wholesale distributors. For each one of the five drugs, time series of the number of Defined Daily Doses per thousand inhabitants per day in the period 2000–2010 were analyzed, and an estimation of breakpoints was performed using segmented linear regression. RESULTS: Drug sales underwent a sharp increase in 2000–2010, although on different scales. Segmented regression analysis highlighted different potential breakpoints, corresponding to either a significant change in value and/or in slope. Sales of the five opioids were affected by at least one relevant event, often due to a synergy of regulatory, marketing, and technological factors. The effect of reimbursement changes has proved important. CONCLUSION: Between 2000 and 2010, regulatory, technological, and reimbursement changes significantly influenced opioid sales to community pharmacies in Italy. The sales of relatively new drug products seem to be less influenced by changes in reimbursement and regulatory policies than that of more established products, suggesting that physicians are more comfortable with “old” drugs, since their clinical use is supported by established clinical guidelines and protocols. |
format | Online Article Text |
id | pubmed-6120574 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-61205742018-09-13 Do laws impact opioids consumption? A breakpoint analysis based on Italian sales data Musazzi, Umberto Maria Rocco, Paolo Brunelli, Cinzia Bisaglia, Luisa Caraceni, Augusto Minghetti, Paola J Pain Res Original Research PURPOSE: In Italy, where the adoption of opioid analgesics in pain management has been historically poor, an increase in opioids consumption occurred between 2000 and 2015. The aim of this study is to assess, through specific time series analyses for trend changes, the impact of different intervening factors – such as the availability of new drugs, the observance of clinical guidelines, changes in prescription regulations, and in reimbursement policies – on opioids sales to community pharmacies in Italy, focusing on the time period 2000–2010. MATERIALS AND METHODS: Five opioids were considered: codeine, tramadol, buprenorphine, morphine, and fentanyl. The analysis is based on sales data collected at wholesale distributors. For each one of the five drugs, time series of the number of Defined Daily Doses per thousand inhabitants per day in the period 2000–2010 were analyzed, and an estimation of breakpoints was performed using segmented linear regression. RESULTS: Drug sales underwent a sharp increase in 2000–2010, although on different scales. Segmented regression analysis highlighted different potential breakpoints, corresponding to either a significant change in value and/or in slope. Sales of the five opioids were affected by at least one relevant event, often due to a synergy of regulatory, marketing, and technological factors. The effect of reimbursement changes has proved important. CONCLUSION: Between 2000 and 2010, regulatory, technological, and reimbursement changes significantly influenced opioid sales to community pharmacies in Italy. The sales of relatively new drug products seem to be less influenced by changes in reimbursement and regulatory policies than that of more established products, suggesting that physicians are more comfortable with “old” drugs, since their clinical use is supported by established clinical guidelines and protocols. Dove Medical Press 2018-08-29 /pmc/articles/PMC6120574/ /pubmed/30214276 http://dx.doi.org/10.2147/JPR.S163438 Text en © 2018 Musazzi et al. 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/). 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. |
spellingShingle | Original Research Musazzi, Umberto Maria Rocco, Paolo Brunelli, Cinzia Bisaglia, Luisa Caraceni, Augusto Minghetti, Paola Do laws impact opioids consumption? A breakpoint analysis based on Italian sales data |
title | Do laws impact opioids consumption? A breakpoint analysis based on Italian sales data |
title_full | Do laws impact opioids consumption? A breakpoint analysis based on Italian sales data |
title_fullStr | Do laws impact opioids consumption? A breakpoint analysis based on Italian sales data |
title_full_unstemmed | Do laws impact opioids consumption? A breakpoint analysis based on Italian sales data |
title_short | Do laws impact opioids consumption? A breakpoint analysis based on Italian sales data |
title_sort | do laws impact opioids consumption? a breakpoint analysis based on italian sales data |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6120574/ https://www.ncbi.nlm.nih.gov/pubmed/30214276 http://dx.doi.org/10.2147/JPR.S163438 |
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