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Session 2 Data analysis based on overview of EudraVigilance data Victoria Newbould, EMA, EU Medication-errors workshop London, 20 October 2016 An agency of the European Union Acknowledgement Steven Le Meur ( EMA) 1 Data analysis based


  1. Session 2 Data analysis based on overview of EudraVigilance data Victoria Newbould, EMA, EU Medication-errors workshop London, 20 October – 2016 An agency of the European Union

  2. Acknowledgement Steven Le Meur ( EMA) 1 Data analysis based on overview of EudraVigilance data

  3. Analysis of EudraVigilance • Spontaneous cases from 01/ 01/ 2001-01/ 01/ 2016 * • Cases retrieved using Standardised MedDRA Query (SMQ) ‘ Medication errors’ • Broad and Narrow search terms used * (message type ICSR, Backlog, Master, (excluding PSUR) based on gateway date, serious and non-serious) 2 Data analysis based on overview of EudraVigilance data

  4. Number of Medication Error cases in EudraVigilance SMQ Global EEA Broad 147,800 41,300 Narrow 88,300 24,300 Total cases 3,830,000 3 Data analysis based on overview of EudraVigilance data

  5. Source of reports (Narrow SMQ) Prim ary source % of cases EEA % cases Non-EEA 77.9 Only HCP 41.9 38.0 13.3 Only Patient 7.8 18.1 Patient + Others (HCP / Legal) 0.9 1.8 Others (Legal / Not reported) 4 Data analysis based on overview of EudraVigilance data

  6. Percentage of medication error reports/ total cases over time in the EEA 5 Data analysis based on overview of EudraVigilance data

  7. Narrow SMQ- percentage of ME vs total cases in EEA and non-EEA 6 Data analysis based on overview of EudraVigilance data

  8. Medication errors (Narrow SMQ) by region 7 Data analysis based on overview of EudraVigilance data

  9. Narrow SMQ medication errors 8 Data analysis based on overview of EudraVigilance data

  10. Medication errors (Narrow SMQ) by region of EU 9 Data analysis based on overview of EudraVigilance data

  11. Global top 10 PTS (from N SMQ list) 10 Data analysis based on overview of EudraVigilance data

  12. Global top 10-20 PTS (from N SMQ list) 11 Data analysis based on overview of EudraVigilance data

  13. EU top 20 from N SMQ 12 Data analysis based on overview of EudraVigilance data

  14. EU ME cont… .. 13 Data analysis based on overview of EudraVigilance data

  15. Ranking of Anatomical Therapeutic Chemical (ATC) reported most frequently with cases of ME (Narrow SMQ) Ranking EEA Non EEA 1 J07 (Vaccines) N02 (Analgesics) 2 N05 (Psycholeptics) N05 (Psycholeptics) 3 N02 (Analgesics) A10 (Diabetes) 4 B01 (Antithrombotics) B01 (Antithrombotics) 5 G03 (Sex hormones) L04 (Immunosupressants) 6 N06 (Psychoanaleptics) R03 (Obstructive airways disease) 7 A10 (Drugs used in diabetes) N06 (Psychoanaleptics) 8 N03 (Antiepileptics) G03 (Sex hormones) 9 L01 (Antineoplastic) N03 (Antiepileptics) 10 J01 (Antibacterials for systemic use) N07 (Other nervous system drugs) 11 L04 (Immunosupressants) A02 (Drugs for acid disorders) 12 N01 (Anaesthetics) J07 (Vaccines) 13 C01 (Cardiac therapy) M01 (Anti-inflammatory and antirheumatic products) 14 N07 (Other nervous system drugs) L01 (Antineoplastic) 15 G02 (Genitourinary system and sex hormones) C09 (Renin angiotensin) ATC code for suspect drug based on XEVMPD Data analysis based on overview of EudraVigilance data 14

  16. Drugs associated with top 5 errors (Global) • Accidental overdose: Paracetamol, Oxycodone, Morphine, Fentanyl, Alprazolam • Drug administration error : Cisapride, Insulin, Fluticasone/ Salmeterol, Fentanyl, Salbutamol • Incorrect dose administered- Rivaroxaban, Insulin, Mifepristone, Mifoprostol, Paracetamol • Wrong technique in drug usage process: Fentanyl (misuse), Diclofenac, Valsartan, Etanercept, Aripiprazole • Incorrect route of administration- Tiotropium, Fentanyl, Varicella vaccine, Baclofen, Bupivacaine 15 Data analysis based on overview of EudraVigilance data

  17. MedDRA PTs grouped according to stage of use process Adm inistration Accidental device ingestion Accidental device ingestion by a child Accidental exposure to product Monitoring Accidental exposure to product by child Accidental overdose Accidental poisoning Accidental use of placebo Accidental underdose Booster dose missed Preparation Accidental use of placebo Dispensing Booster dose missed Circumstance or information capable Circumstance or information capable of leading to Accidental exposure to product Circumstance or information capable of of leading to device use error device use error Accidental exposure to product by child Circumstance or information capable of leading to leading to device use error Circumstance or information capable Accidental use of placebo medication error Circumstance or information capable of of leading to medication error Contraindicated drug administered Circumstance or information capable of Device use error leading to medication error Device use error leading to device use error Documented hypersensitivity to administered product Prescribing Documented hypersensitivity to Circumstance or information capable of Drug administered at inappropriate site Documented hypersensitivity to Drug administered in wrong device Circumstance or information administered product leading to medication error administered product Drug administered to patient of inappropriate age capable of leading to device use Device use error Drug dispensed to wrong patient Drug administration error Drug monitoring procedure Drug dose omission error Expired device used Drug dispensing error incorrectly performed Drug dose titration not performed Circumstance or information Exposure via direct contact Drug titration error Incorrect product storage Drug monitoring procedure not Expired device used capable of leading to medication Inadequate aseptic technique in use of performed Intercepted drug dispensing error Expired product administered error product Exposure via direct contact Expired device used Intercepted medication error Incorrect product storage Extra dose administered Documented hypersensitivity to Failure of child resistant mechanism for Incomplete course of vaccination Intercepted medication error Intercepted product selection error administered product pharmaceutical product Medication error Intercepted medication error I nadequate aseptic technique in use of product Intercepted wrong patient selected Drug prescribing error I nappropriate schedule of drug administration Product dosage form confusion Labelled drug-disease interaction Medication error Intercepted drug prescribing I ncomplete course of vaccination Product label confusion medication error I ncorrect dosage administered error Product dosage form confusion Product name confusion I ncorrect dose administered Labelled drug-drug interaction I ncorrect dose administered by device Intercepted medication error Product label confusion Product packaging confusion I ncorrect drug administration duration medication error Product preparation error Intercepted wrong patient Product name confusion I ncorrect drug administration rate Labelled drug-food interaction Product selection error I ncorrect drug dosage form administered selected Product packaging confusion I ncorrect product formulation administered medication error Transcription medication error Medication error I ncorrect route of drug administration Product selection error Medication error Vaccination error I ntercepted drug administration error Product dosage form confusion Transcription medication error I ntercepted medication error Wrong device used Medication monitoring error I ntercepted wrong patient selected Product name confusion Wrong device dispensed Wrong technique in product usage Lack of application site rotation Therapeutic drug monitoring analysis Lack of infusion site rotation Wrong patient received medication process not performed Lack of injection site rotation Medication error Wrong device used Multiple use of single-use product Paravenous drug administration Poor quality drug administered Product dosage form confusion Product label confusion Product name confusion Product packaging confusion Vaccination error Wrong device used Wrong drug administered MedDRA (18.1)* SMQ Medication Errors Wrong patient received medication Wrong technique in product usage process

  18. Stages of error based on EMA categorisation 17 Data analysis based on overview of EudraVigilance data

  19. Top 4 medication errors for 5 stages Prescribing Dispensing Preparation Administration Monitoring 18 Data analysis based on overview of EudraVigilance data

  20. Age for cases from Narrow SMQ Total EEA NON-EEA Age Group Number of Cases Number of Cases Number of Cases 0-1 Month 500 195 305 2 months-2 Years 4,100 1,400 2,700 3-11 Years 3,400 1,100 2,200 12-17 Years 1,700 684 1,100 18-64 Years 27,400 7,100 20,200 65-85 Years 14,200 3,500 10,700 More than 85 Years 2,100 596 1,500 Not Specified 34,400 9,500 24,900 19 Data analysis based on overview of EudraVigilance data

  21. Proportion of errors v all ADRs per 100,000 population 20 Data analysis based on overview of EudraVigilance data

  22. Summary • Numbers of reports coded with a term from the Narrow SMQ medication error have steadily increased since 2008 with a peak around 2012 • Impact of MedDRA? Term availability or coding guidance? • Legislation and increased awareness? • Potential further analysis: • Case review for data quality- are there gaps in coding guidance? • Case review for root cause analysis • Assess public health impact in order to identify any proposals for signal management prioritisation 21 Data analysis based on overview of EudraVigilance data

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