{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T18:46:30Z","timestamp":1782845190261,"version":"3.54.5"},"reference-count":44,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Public Health Surveill"],"abstract":"\n Background<\/jats:title>\n 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).<\/jats:p>\n <\/jats:sec>\n \n Objective<\/jats:title>\n This ecological study aimed to examine the correlation between ODP and ORM in Spain and discuss their usefulness as a surveillance tool.<\/jats:p>\n <\/jats:sec>\n \n Methods<\/jats:title>\n 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.<\/jats:p>\n <\/jats:sec>\n \n Results<\/jats:title>\n 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\u2265.05).<\/jats:p>\n <\/jats:sec>\n \n Conclusions<\/jats:title>\n 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.<\/jats:p>\n <\/jats:sec>","DOI":"10.2196\/43776","type":"journal-article","created":{"date-parts":[[2023,5,26]],"date-time":"2023-05-26T11:32:00Z","timestamp":1685100720000},"page":"e43776","source":"Crossref","is-referenced-by-count":8,"title":["Correlation Between Opioid Drug Prescription and Opioid-Related Mortality in Spain as a Surveillance Tool: Ecological Study"],"prefix":"10.2196","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9567-462X","authenticated-orcid":false,"given":"Alejandro","family":"Salazar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4537-9929","authenticated-orcid":false,"given":"Soledad","family":"Moreno-Pulido","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8242-0361","authenticated-orcid":false,"given":"Pablo","family":"Prego-Meleiro","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5699-7175","authenticated-orcid":false,"given":"Jes\u00fas","family":"Henares-Montiel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8487-7384","authenticated-orcid":false,"given":"Jos\u00e9","family":"Pulido","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6323-2779","authenticated-orcid":false,"given":"Marta","family":"Donat","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7432-5305","authenticated-orcid":false,"given":"Gabriel","family":"Sotres-Fernandez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1760-9472","authenticated-orcid":false,"given":"Luis","family":"Sordo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2023,6,28]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2014-006544"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s11916-019-0777-x"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/ejp.1337"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/add.14943"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1111\/bcp.12161"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.2105\/AJPH.2009.180646"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.2147\/JPR.S280462"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.1464"},{"key":"ref9","unstructured":"Drug-related deaths and mortality in Europe: update from the EMCDDA expert networkEuropean Monitoring Centre for Drugs and Drug Addiction20192023-06-15https:\/\/tinyurl.com\/3ukaeyh2"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1159\/000485033"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s00228-007-0419-9"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2021.12865"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2018.0217"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/pds.5118"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s40265-017-0846-6"},{"key":"ref16","unstructured":"\u00c1lvarez MazariegosJACalvete WaldomarSFern\u00e1ndez-Marcote S\u00e1nchez-MayoralRMGuardia SerecigniJHenche RuizAILligo\u00f1a GarretaAL\u00f3pez LazcanoAIGu\u00eda de consenso para el buen uso de analg\u00e9sicos opioides: gesti\u00f3n de riesgos y beneficiosSocidrogalcohol20172023-06-15https:\/\/tinyurl.com\/yb492hvj"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/ejp.1736"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3389\/fphar.2020.612556"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1097\/FTD.0000000000000817"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.20882\/adicciones.1680"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1186\/s12913-020-05530-w"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/pm\/pnaa214"},{"key":"ref23","unstructured":"Mart\u00ednez Or\u00f3DPOpioides en Espa\u00f1a. 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