Division of Population Health Sciences Royal College of Surgeons in Ireland Coláiste Ríoga na Máinleá in Éirinn Enhancing drug safety with Information & Communication Technology (ICT) Tom Fahey HRB Centre for Primary Care Research
Division of Population Health Sciences Outline of talk Epidemiology of prescribing Quality of prescribing Primary care and prescribing Solutions
Division of Population Health Sciences
(1) Descriptive epidemiology of prescribing in Ireland Primary Care Reimbursement Scheme (PCRS) –Expenditure €2,489,000,000 –Expenditure increase 17% PA –Population coverage 2.47 million –Generic prescribing 18% –Private prescription
Division of Population Health Sciences Growth in Community Drug Schemes
Division of Population Health Sciences Most costly drugs Lipid modifying agents - €160m Acid Related Disorders - €127m Renin-Angiotensin system - €75m Drugs for Obstructive Airways Disease - €110m Clinical Nutritional Products - €52m Psycholeptics and Psychoanaleptics - €149m
Division of Population Health Sciences (2) Quality of prescribing Misuse- medication error Underuse- of proven medicines Overuse- in inappropriate medicines
Division of Population Health Sciences Clinical example 22 year old asylum seeker Prescribed oral tetracycline (minocycline) for acne Attends 8/40 pregnant Example of FDA classification “D”- positive evidence of fetal risk (teeth staining, dental hypoplasia)
Division of Population Health Sciences Pregnant women Quality standard for prescribing in pregnancy- FDA risk classification –“A”- possibility of fetal harm remote –“B”- controlled studies fail to demonstrate a risk –“C”- animal studies show risk –“D”- positive evidence of risk but benefits may be acceptable –“X”- definite risk that outweighs benefit
Division of Population Health Sciences Medication exposure- 61,252,women Coombe Women & Infants University Hospital Category D- evidence of fetal risk, benefits may outweigh harm Category X- evidence of fetal risk, any possible benefit outweighed by risk 1,532 (2.5%) 1,987 (3.2%)
Division of Population Health Sciences FDA category D/X drug exposure
Division of Population Health Sciences Factors associated with FDA category D/X drug exposure Booking <12/40 Being unemployed Unplanned pregnancy* (OR 1.63, 95% CI 1.47, 1.81) Single marital status* (OR 2.22, 95% CI 2.00, 2.46) Multiple pregnancy* (OR 1.56, 95% CI 1.13, 2.13) Smoking in pregnancy* (OR 3.31, 95% CI 2.98, 3.67) Publicly funded patient* (OR 1.49, 95% CI 1.32, 1.68) *odds ratio relative to not having characteristic
Division of Population Health Sciences
(2) Quality of prescribing Misuse- medication error Underuse- of proven medicines Overuse- in inappropriate medicines
Division of Population Health Sciences
(2) Quality of prescribing Misuse- medication error Underuse- of proven medicines Overuse- in inappropriate medicines
Division of Population Health Sciences Potentially inappropriate prescribing (PIP) Drugs to be avoided in older patients –Beers criteria –STOPP criteria –Consensus guideline of drugs that are problematic in older patients –Process measure in relation to prescribing
Division of Population Health Sciences Potentially Inappropriate Prescribing (PIP) BeersSTOPP ONE PIP25.31% TWO PIP6.39%8.40% THREE PIP1.27%2.39% OVERALL PIP33.22%36.84%
Division of Population Health Sciences PIP is three times more likely in those prescribed > 5 medications per month per Beers criteria PIP is five times more likely in those prescribed > 5 medications per month per STOPP criteria PIP and polypharmacy
Division of Population Health Sciences Overall Costs Beers maximum costs –Net ingredient cost €10,712,129 –Total expenditure€15,478,526 STOPP maximum costs –Net ingredient cost€38,995,584 –Total expenditure€46,034,507
Division of Population Health Sciences Antibiotic prescribing rates in children
Division of Population Health Sciences Cost antibiotic prescribing YearNet ingredient cost (€)Approx cost to State (€ +25%) 20042, , , , , , , , , ,
Division of Population Health Sciences Comparison to EU rates StudyCountryAge groupPrevalence Rate GMS data (2008)Ireland /1000 Lusini (2009)Italy /1000 Lusini (2009)Denmark /1000 de Jong (2008)Netherlands /1000 Ekins-Daukes (2002)Scotland /1000 GMS data (2008)Ireland0-4751/1000 Schindler (2003)Germany0-6429/1000
Division of Population Health Sciences Comparison to EU: Italy and the Netherlands Ireland (2008) Prescriptions % Italy (2003) Prescriptions % Netherlands (1998) Prescriptions % Amoxicillin Co-amoxiclav Cefaclor Clarithromycin Phenoxymethylpenicillin
Division of Population Health Sciences Pyschostimulant prescribing ADHD Methylphenidate improves core symptoms Dexamfetamine and atomoxetine may be also beneficial Atomoxetine may cause rare but serious liver injury Clonidine and modafinil may improve symptoms, but are associated with an increased risk of adverse effects Effectiveness of buproprion is unknown Long-term effectiveness of all psychostimulants is unknown 25
Division of Population Health Sciences Prevalence of psychostimulant prescriptions in Ireland ( ) Age: 0-4 yearsAge: 5-11 yearsAge: years Patient-based rateRate (95% CI) Rate (95% CI) Rate (95% CI) Methylphendiate ATC N06BA ( ) ( ) ( ) Dexamfetamine ATC N06BA ( ) ( ) ( ) Modafinil ATC N06BA ( ) ( ) ( ) Atomoxetine ATC N06BA ( ) ( ) ( ) 26
Division of Population Health Sciences Time trend of psychostimulant prescriptions in Ireland ( )
Division of Population Health Sciences Psychostimulant prescribing Methylphenidate is the main substance prescribed for ADHD children in Ireland The prevalence of psychostimulant prescriptions is increasing Further research required with respect to –Male-dominated prescription patterns –Co-medications –Practice variation 28
Division of Population Health Sciences Quality of prescribing Misuse- medication error Underuse- of proven medicines Overuse- in inappropriate medicines
Division of Population Health Sciences (3) Primary care and prescribing Core function of primary care Clinical case
Division of Population Health Sciences Core functions of primary care Gate-keeping role to the upper levels of the healthcare system First contact provision of care Continuity of care Coordination of care Comprehensiveness of care (including prevention and chronic disease management)
Division of Population Health Sciences Medicines management in elderly patient Dynamic process –Reconciliation –Appropriateness –Safety –Interactions –Monitoring
Division of Population Health Sciences (4) Solutions Policy Clinical practice
Division of Population Health Sciences
ICT and Patient Safety “Fit for purpose Information and Communication Technology (ICT), are essential to underpin a modern health system”
Division of Population Health Sciences HIQA recommendations- drug safety National framework for information sharing enabled through ICT Unique patient identifier facilitates safe and secure linkage of information Development of national standards for health information A feasibility study on the introduction of a national electronic prescribing system Comprehensive information system to support the monitoring of the quality of healthcare delivery
Division of Population Health Sciences (4) Solutions Policy Clinical practice
Division of Population Health Sciences
Health informatics- levels of functionality 1 Record keeping –Medical records –Patient scheduling –Appointments 2 Coding & prescribing –Morbidity coding –Drug prescribing –Drug interaction 3 Communication –Laboratory –Health professional & patient 4 Clinical knowledge –CDSS –Decision aids –Comparative clinical data
Division of Population Health Sciences GP computer usage- Ireland % %
Division of Population Health Sciences Implementation of research evidence
Division of Population Health Sciences Computerized clinical decision support systems (CDSSs) Information systems designed to improve clinical decision making Key elements: –Integration EPR –Computerized knowledge base –Provide patient-specific information –Software algorithm
Division of Population Health Sciences CDSS prescribing primary/secondary interface Prescribing error –Indication, ordering, interactions, allergies –Transcription –Dispensing –Co-ordination & monitoring Evidence-based –Clinical & prescribing knowledge base Patient focussed –Patient information leaflet Comparative clinical data –Quality improvement & monitoring
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Generation of comparative clinical data
Division of Population Health Sciences Integrated CDSS
Division of Population Health Sciences Conclusions Quality & safety of prescribing is a national challenge Solution requires co-ordination –Health policy –Clinical practice –Multi-disciplinary
Division of Population Health Sciences Acknowledgments Caitriona Cahir Kathleen Bennett John Feely Conor Teljeur Brian Cleary Deirdre Murphy Tamasine Grimes Borislav Dimitrov Claire Keogh Emma Wallace Brenda Courtney Udo Reulbach
Division of Population Health Sciences