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      Correlation Between Opioid Drug Prescription and Opioid-Related Mortality in Spain as a Surveillance Tool: Ecological Study

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          Abstract

          Background

          Opioid drug prescription (ODP) and opioid-related mortality (ORM) have increased in Spain. However, their relationship is complex, as ORM is registered without considering the type of opioid (legal or illegal).

          Objective

          This ecological study aimed to examine the correlation between ODP and ORM in Spain and discuss their usefulness as a surveillance tool.

          Methods

          This was an ecological descriptive study using retrospective annual data (2000-2019) from the Spanish general population. Data were collected from people of all ages. Information on ODP was obtained from the Spanish Medicines Agency in daily doses per 1000 inhabitants per day (DHD) for total ODP, total ODP excluding those with better safety protocols (codeine and tramadol), and each opioid drug separately. Rates of ORM (per 1,000,000 inhabitants) were calculated based on deaths registered (International Classification of Diseases, 10th Revision codes) as opioid poisoning by the National Statistics Institute, derived from the drug data recorded by medical examiners in death certificates. Opioid-related deaths were considered to be those that indicated opioid consumption (accidental, infringed, or self-inflicted) as the main cause of death: death due to accidental poisoning (X40-X44), intentional self-inflicted poisoning (X60-X64), drug-induced aggression (X85), and poisoning of undetermined intention (Y10-Y14). A descriptive analysis was carried out, and correlations between the annual rates of ORM and DHD of the prescribed opioid drugs globally, excluding medications of the least potential risk of overdose and lowest treatment tier, were analyzed using Pearson linear correlation coefficient. Their temporal evolution was analyzed using cross-correlations with 24 lags and the cross-correlation function. The analyses were carried out using Stata and StatGraphics Centurion 19.

          Results

          The rate of ORM (2000-2019) ranged between 14 and 23 deaths per 1,000,000 inhabitants, with a minimum in 2006 and an increasing trend starting in 2010. The ODP ranged between 1.51 to 19.94 DHD. The rates of ORM were directly correlated with the DHD of total ODP ( r=0.597; P=.006), total ODP without codeine and tramadol ( r=0.934; P<.001), and every prescribed opioid except buprenorphine ( P=.47). In the time analysis, correlations between DHD and ORM were observed in the same year, although not statistically significant (all P≥.05).

          Conclusions

          There is a correlation between greater availability of prescribed opioid drugs and an increase in opioid-related deaths. The correlation between ODP and ORM may be a useful tool in monitoring legal opiates and possible disturbances in the illegal market. The role of tramadol (an easily prescribed opioid) is important in this correlation, as is that of fentanyl (the strongest opioid). Measures stronger than recommendations need to be taken to reduce off-label prescribing. This study shows that not only is opioid use directly related to the prescribing of opioid drugs above what is desirable but also an increase in deaths.

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          Most cited references44

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          CDC Guideline for Prescribing Opioids for Chronic Pain--United States, 2016.

          Primary care clinicians find managing chronic pain challenging. Evidence of long-term efficacy of opioids for chronic pain is limited. Opioid use is associated with serious risks, including opioid use disorder and overdose.
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            Prescriber barriers and enablers to minimising potentially inappropriate medications in adults: a systematic review and thematic synthesis

            Objective To synthesise qualitative studies that explore prescribers’ perceived barriers and enablers to minimising potentially inappropriate medications (PIMs) chronically prescribed in adults. Design A qualitative systematic review was undertaken by searching PubMed, EMBASE, Scopus, PsycINFO, CINAHL and INFORMIT from inception to March 2014, combined with an extensive manual search of reference lists and related citations. A quality checklist was used to assess the transparency of the reporting of included studies and the potential for bias. Thematic synthesis identified common subthemes and descriptive themes across studies from which an analytical construct was developed. Study characteristics were examined to explain differences in findings. Setting All healthcare settings. Participants Medical and non-medical prescribers of medicines to adults. Outcomes Prescribers’ perspectives on factors which shape their behaviour towards continuing or discontinuing PIMs in adults. Results 21 studies were included; most explored primary care physicians’ perspectives on managing older, community-based adults. Barriers and enablers to minimising PIMs emerged within four analytical themes: problem awareness; inertia secondary to lower perceived value proposition for ceasing versus continuing PIMs; self-efficacy in regard to personal ability to alter prescribing; and feasibility of altering prescribing in routine care environments given external constraints. The first three themes are intrinsic to the prescriber (eg, beliefs, attitudes, knowledge, skills, behaviour) and the fourth is extrinsic (eg, patient, work setting, health system and cultural factors). The PIMs examined and practice setting influenced the themes reported. Conclusions A multitude of highly interdependent factors shape prescribers’ behaviour towards continuing or discontinuing PIMs. A full understanding of prescriber barriers and enablers to changing prescribing behaviour is critical to the development of targeted interventions aimed at deprescribing PIMs and reducing the risk of iatrogenic harm.
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              The Burden of Opioid-Related Mortality in the United States

              Key Points Question What has been the burden of opioid-related deaths in the United States over a recent 15-year period? Findings In this serial cross-sectional study, we found that the percentage of all deaths attributable to opioids increased 292% (from 0.4% to 1.5%) between 2001 and 2016, resulting in approximately 1.68 million person-years of life lost in 2016 alone (5.2 per 1000 population). The burden was particularly high among adults aged 24 to 35 years; in 2016, 20% of deaths in this age group involved opioids. Meaning Premature death from opioids imposes an enormous and growing public health burden across the United States.
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                Author and article information

                Contributors
                Journal
                JMIR Public Health Surveill
                JMIR Public Health Surveill
                JPH
                JMIR Public Health and Surveillance
                JMIR Publications (Toronto, Canada )
                2369-2960
                2023
                28 June 2023
                : 9
                : e43776
                Affiliations
                [1 ] Observatory of Pain University of Cádiz Cádiz Spain
                [2 ] Biomedical Research and Innovation Institute of Cádiz (INiBICA), Research Unit Puerta del Mar University Hospital University of Cadiz Cádiz Spain
                [3 ] Department of Statistics and Operational Research University of Cádiz Puerto Real Spain
                [4 ] Department of Mathematics University of Cádiz Puerto Real Spain
                [5 ] Department of Public Health and Maternal-Child Health Faculty of Medicine Complutense University of Madrid Madrid Spain
                [6 ] Department of Analytical Chemistry, Physical Chemistry and Chemical Engineering Faculty of Pharmacy University of Alcalá Alcalá de Henares Spain
                [7 ] Center for Biomedical Research in Epidemiology and Public Health (CIBER) Madrid Spain
                [8 ] Andalusian School of Public Health Granada Spain
                [9 ] National School of Health Salud Carlos III Health Institute Madrid Spain
                [10 ] Oncology Department Hospital Quirón Salud Madrid Spain
                [11 ] Department of Medicine Faculty of Biomedical and Health Sciences Universidad Europea de Madrid Madrid Spain
                Author notes
                Corresponding Author: Soledad Moreno-Pulido soledad.moreno@ 123456uca.es
                Author information
                https://orcid.org/0000-0001-9567-462X
                https://orcid.org/0000-0002-4537-9929
                https://orcid.org/0000-0002-8242-0361
                https://orcid.org/0000-0002-5699-7175
                https://orcid.org/0000-0001-8487-7384
                https://orcid.org/0000-0002-6323-2779
                https://orcid.org/0000-0002-7432-5305
                https://orcid.org/0000-0003-1760-9472
                Article
                v9i1e43776
                10.2196/43776
                10365608
                37379061
                5116eb09-8900-4670-838c-2f75ee840ac4
                ©Alejandro Salazar, Soledad Moreno-Pulido, Pablo Prego-Meleiro, Jesús Henares-Montiel, José Pulido, Marta Donat, Gabriel Sotres-Fernandez, Luis Sordo. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 28.06.2023.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Public Health and Surveillance, is properly cited. The complete bibliographic information, a link to the original publication on https://publichealth.jmir.org, as well as this copyright and license information must be included.

                History
                : 24 October 2022
                : 6 April 2023
                : 8 May 2023
                : 26 May 2023
                Categories
                Original Paper
                Original Paper

                opioid,overdose,drug overdose,opioid-related deaths,mortality,tramadol,fentanyl,substance use,substance misuse,substance abuse,ecological study,death

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