Risk factors for hospital admissions associated with adverse drug events

Kidney Function Decline and Serious Adverse Drug Reactions in Patients With CKD

RATIONALE & OBJECTIVE

Adverse drug reactions (ADRs) are common in patients with chronic kidney disease (CKD). The impact of kidney function decline on serious ADR risk has been poorly investigated. We comprehensively describe ADRs and assess the relationship between estimated glomerular filtration rate (eGFR) and serious ADR risk.

STUDY DESIGN

Prospective cohort study.

SETTING & PARTICIPANTS

3,033 participants in French Chronic Kidney Disease-Renal Epidemiology and Information Network (CKD-REIN) cohort study, a nationwide sample of nephrology outpatients with moderate to advanced CKD.

PREDICTORS

Demographic and biological data (including eGFR), medication prescriptions.

OUTCOME

ADRs (preventable or not) were prospectively identified from hospital discharge reports, medical records, and patient interviews. Expert pharmacologists used validated tools to adjudicate ADRs.

ANALYTICAL APPROACH

Restricted cubic splines in fully adjusted cause-specific Cox proportional hazard models were used to evaluate the relationship between eGFR and the risk of serious ADRs (overall and by subtype).

RESULTS

During a median follow-up period of 4.7 years, 360 patients experienced 488 serious ADRs. Kidney and urinary disorders (n=170) and hemorrhage (n=170) accounted for 70% of serious ADRs. The most common medications classes were antithrombotics and renin-angiotensin system inhibitors. The majority of those serious ADRs were associated with hospitalization (n=467), with 32 directly or indirectly associated with death and 22 associated with a life-threatening event. More than 27% of the 488 serious ADRs were preventable or potentially preventable. The eGFR is a major risk factor for serious ADRs. The risk of acute kidney injury was 2.2% higher and risk of bleeding ADRs was 8% higher for each 1mL/min/1.73m2 lower baseline eGFR.

LIMITATIONS

The results cannot be extrapolated to patients who are not being treated by a nephrologist.

CONCLUSIONS

ADRs constitute a major cause of hospitalization in CKD patients for whom lower eGFR level is a major risk factor.

PLAIN-LANGUAGE SUMMARY

Patients with chronic kidney disease (CKD) have complex clinical presentations, take multiple medications, and often receive inappropriate prescriptions. Using data from a large, prospective CKD cohort, we found a high incidence of serious adverse drug reactions (ADRs). The 2 most common serious ADRs were drug-induced acute kidney injury and bleeding. A large proportion of serious ADRs required hospital admission, and 11% led to death or were life threatening. Lower kidney function was a major risk factor for serious ADRs. Many of these serious ADRs were determined to be partly preventable through greater adherence to prescription guidelines. This report enhances our understanding of the potential toxicity of drugs taken by patients with moderate to advanced CKD. It emphasizes the importance of monitoring kidney function when prescribing drugs, particularly for high-risk medications such as antithrombotic agents.

A Multi-method Exploratory Evaluation of a Service Designed to Improve Medication Safety for Patients with Monitored Dosage Systems Following Hospital Discharge

BACKGROUND AND OBJECTIVE

Medication safety problems are common post-hospital discharge, and an important global healthcare improvement target. The Transfers of Care Around Medicines (TCAM) service was launched by a National Health Service Trust in the North-West of England, initially focusing on patients with new or existing Monitored Dosage Systems (MDS). The TCAM service is designed to enable the prompt transfer of medication information, with referrals made by hospitals at discharge to a named community pharmacy. This study aimed to explore the utilisation and impact of the TCAM service on medication safety.

METHODS

The evaluation included a descriptive analysis of 3033 anonymised patient referrals to 71 community pharmacies over a 1-year period alongside an assessment of the impact of the TCAM service on unintentional medication discrepancies and adverse drug events using a retrospective before-and-after study design. Impact data were collected across 18 general practices by 16 trained clinical pharmacists.

RESULTS

Most patient referrals (70%, 2126/3033) were marked as 'completed' by community pharmacies, with 15% of completed referrals delayed beyond 30 days. Screening of 411 patient records by clinical pharmacists yielded no statistically significant difference in unintentional medication discrepancies or adverse drug event rates following TCAM implementation using a multivariable regression analysis (unintentional medication discrepancies adjusted odds ratio = 0.79 [95% confidence interval 0.44-1.44, p = 0.46]; and adverse drug events adjusted odds ratio = 1.19 [95% confidence interval 0.57-2.45, p = 0.63]), although there remained considerable uncertainty.

CONCLUSIONS

The TCAM service facilitated a number of community pharmacy services offered to patients with monitored dosage systems; but the impact of the intervention on unintentional medication discrepancies and adverse drug event rates post-hospital discharge for this patient group was uncertain. The results of this exploratory study can inform the ongoing implementation of the TCAM service at hospital discharge and highlight the need to understand service implementation in different contexts, which may influence its impact on medication safety.

Polymyoclonus, ventricular fibrillation and Takotsubo after accidental spinal injection of tranexamic acid

Several factors have been identified as contributing to medication administration errors, including look-alike, sound-alike (LASA) errors. LASA errors are important causes of serious adverse events arising from spinal injection of tranexamic acid, which can be confused with ampoules of local anaesthesia.We present a case of accidental injection of 250 mg of tranexamic acid rather than prilocaine during spinal anaesthesia. The patient developed lower extremities myoclonus, followed by generalised convulsions and ventricular fibrillation, that was reverted within 6 min. Severe cardiogenic shock requiring both inotropic and vasopressor therapy followed, along with a classic apical ballooning pattern on echocardiography and elevated myocardial injury markers, indicating Takotsubo cardiomyopathy. The patient's condition progressively improved to full recovery, and she was discharged from hospital after 1 month with no neurological deficit or cardiac dysfunction.To our knowledge, this is the 28th reported case of accidental spinal injection of tranexamic acid. We present a brief review of previously published cases.

Supported self-management for all with musculoskeletal pain: an inclusive approach to intervention development: the EASIER study

BACKGROUND

Supported self-management interventions for patients with musculoskeletal (MSK) conditions may not adequately support those with limited health literacy, leading to inequalities in care and variable outcomes. The aim of this study was to develop a model for inclusive supported self-management intervention(s) for MSK pain that take account of health literacy.

METHODS

A mixed methods study with four work-packages was conducted: work package 1: secondary analysis of existing data to identify potential targets for intervention; work package 2: evidence synthesis to assess effective components of self-management interventions taking into account health literacy; work package 3: views of community members and healthcare professionals (HCPs) on essential components; work package 4: triangulation of findings and an online modified Delphi approach to reach consensus on key components of a logic model.

FINDINGS

Findings identified targets for intervention as self-efficacy, illness perceptions, and pain catastrophizing. A range of intervention components were identified (e.g. information in diverse formats offered at specific times, action planning and visual demonstrations of exercise). Support should be multi-professional using a combination of delivery modes (e.g. remote, face-to-face).

CONCLUSIONS

This research has developed a patient-centred model for a multi-disciplinary, multi-modal approach to supported self-management for patients with MSK pain and varying levels of health literacy. The model is evidence-based and acceptable to both patients and HCPs, with potential for significant impact on the management of MSK pain and for improving patient health outcomes. Further work is needed to establish its efficacy.

The associations of psychological burnout and time factors on medication errors in rotating shift nurses in Korea: A cross sectional descriptive study

AIM

To describe the associations of psychological burnout and time factors on hospital nurses' medication errors.

DESIGN

A cross-sectional survey design was used.

METHODS

A structured questionnaire pertaining to psychological burnout, time factors and medication error was administered to 200 bedside nurses working at two tertiary university hospitals in Korea. The associations between the psychological burnout, time factor and medication error were analysed with the zero-inflated negative binomial regression for over-dispersed and over-abundant zeros count data.

RESULTS

Higher psychological burnout, shorter meal time during duty and longer weekly overtime were associated with an increased likelihood of medication error of nurses working in tertiary university hospitals. For medication safety, nurse managers should provide appropriate administrative support to nurses to cope with psychological burnout of nurses. Work time management should also be considered as human factors to satisfy the needs of nurses, such as securing meal times and maintaining a low level of weekly overtime.

Physician-led medication reviews in polypharmacy patients treated with at least 12 medications in a type 2 diabetes outpatient clinic: A randomised trial

AIMS

Medication reviews can be used to promote appropriate pharmacotherapy and negate the harmful consequences of polypharmacy. This study aimed to evaluate the effect of physician-led medication reviews and increased cross-sectoral communication as a supplement to standard care in a type 2 diabetes outpatient clinic.

METHODS

This pragmatic randomised clinical trial enrolled patients with type 2 diabetes treated with at least 12 medications. The subjects were randomised to either standard care (standard care consultation at the outpatient clinic) or standard care plus a medication review consultation and increased cross-sectoral communication. The primary outcome was the number of medications used after six months. Health-related quality of life was quantified using the EuroQoL 5-dimension 5-level (EQ5D-5 L) questionnaire.

RESULTS

We recruited 50 participants with a median age of 72 (IQR 67-75) years. The mean number of medications per patient changed from 17.9 to 14.3 in the intervention group and 17.6 to 17.2 in the control group (rate ratio 0.81). The reasons for discontinuations were medication no longer indicated (60%), safety issues (20%), efficacy issues (15%) or patient preferences (5%). There was a significant difference in the change in health-related quality of life (EQ5D-5 L index score) in favour of the intervention (0.111, 95% CI 0.001 to 0.221).

CONCLUSIONS

Physician-led medication reviews and increased cross-sectoral communication in patients with type 2 diabetes treated with at least 12 medications reduced the number of medications used and improved health-related quality of life. Implementing and further investigating similar interventions as standard care seems reasonable.

Impact of systematic medication review in emergency department on patients’ post-discharge outcomes—A randomized controlled clinical trial

Introduction

The main objective of this study was to investigate whether systematic medication review conducted by clinical pharmacists can impact clinical outcomes and post-discharge outcomes for patients admitted to the emergency department.

Method

This parallel group, non-blinded, randomized controlled trial was conducted in the emergency department, Diakonhjemmet Hospital, Oslo, Norway. The study was registered in ClinicalTrials.gov, Identifier: NCT03123640 in April 2017. From April 2017 to May 2018, patients ≥18 years were included and randomized (1:1) to intervention- or control group. The control group received standard care from emergency department physicians and nurses. In addition to standard care, the intervention group received systematic medication review including medication reconciliation conducted by pharmacists, during the emergency department stay. The primary outcome was proportion of patients with an unplanned contact with hospital within 12 months from inclusion stay discharge.

Results

In total, 807 patients were included and randomized, 1:1, to intervention or control group. After excluding 8 patients dying during hospital stay and 10 patients lacking Norwegian personal identification number, the primary analysis comprised 789 patients: 394 intervention group patients and 395 control group patients. Regarding the primary outcome, there was no significant difference in proportion of patients with an unplanned contact with hospital within 12 months after inclusion stay discharge between groups (51.0% of intervention group patients vs. 53.2% of control group patients, p = 0.546).

Conclusion

As currently designed, emergency department pharmacist-led medication review did not significantly influence clinical- or post-discharge outcomes. This study did, however pinpoint important practical implementations, which can be used to design tailored pharmacist-led interventions and workflow regarding drug-related issues in the emergency department setting.

Drug-related emergency department visits: prevalence and risk factors

The study aimed to investigate the prevalence of drug-related emergency department (ED) visits and associated risk factors. This retrospective cohort study was conducted in the ED, Diakonhjemmet Hospital, Oslo, Norway. From April 2017 to May 2018, 402 patients allocated to the intervention group in a randomized controlled trial were included in this sub-study. During their ED visit, these patients received medication reconciliation and medication review conducted by study pharmacists, in addition to standard care. Retrospectively, an interdisciplinary team assessed the reconciled drug list and identified drug-related issues alongside demographics, final diagnosis, and laboratory tests for all patients to determine whether their ED visit was drug-related. The study population's median age was 67 years (IQR 27, range 19-96), and patients used a median of 4 regular drugs (IQR 6, range 0-19). In total, 79 (19.7%) patients had a drug-related ED visits, and identified risk factors were increasing age, increasing number of regular drugs and medical referral reason. Adverse effects (72.2%) and non-adherence (16.5%) were the most common causes of drug-related ED visits. Antithrombotic agents were most frequently involved in drug-related ED visits, while immunosuppressants had the highest relative frequency. Only 11.4% of the identified drug-related ED visits were documented by physicians during ED/hospital stay. In the investigated population, 19.7% had a drug-related ED visit, indicating that drug-related ED visits are a major concern. If not recognized and handled, this could be a threat against patient safety. Identified risk factors can be used to identify patients in need of additional attention regarding their drug list during the ED visit.

Senior Care Pharmacists Must Be the Disruptive Force that Reduces Adverse Drug Events in Older People

A rapidly aging world increasingly reliant on medications to maintain the health of the population and productivity in society must confront stark facts: Adverse drug events (ADEs) lead to an estimated 99,628 hospitalizations per year, and fatal ADEs have been estimated to rank between the fourth and sixth leading cause of death in the United States.

Community pharmacists' challenges regarding adverse drug reaction reporting: a cross-sectional study

OBJECTIVE

The effectiveness of the national drug safety monitoring program directly depends on the active participation of healthcare professionals in reporting suspected adverse drug reactions (ADRs). The aim of the study was to explore community pharmacists' comprehension of pharmacovigilance, their perspectives toward reporting ADRs and investigate the current practice of ADR reporting among pharmacists in Serbia.

METHODS

This descriptive cross-sectional study was performed on a sample of pharmacists in Serbia between November 2019 and March 2020 using a pre-tested questionnaire distributed online. Eligible participants were community pharmacists in Serbia who were willing to participate in the study during the data collection period. Non-parametric statistical tests were performed in the analysis of knowledge, perspectives and ADR reporting. The validity and reliability of the survey were measured by exploratory factor analysis.

RESULTS

The median knowledge score was 6 out of 10 (interquartile range 5-7, range 2-10). No significant differences in the knowledge scores of pharmacists were found based on weekly working hours (U = 24,805, p = .374), working experience (χ² = 4.011, DF = 2, p = .135), being a member of a professional organization (U = 24,312, p = .209), or highest level of pharmacy qualification obtained (χ² = 3.233, DF = 3, p = .506). Only 28.8% of pharmacists reported ADR at least once a year, while the majority of them have never reported any ADRs.

CONCLUSIONS

Despite the community pharmacists' positive attitude toward adverse drug reporting and their role in the process, they show limited knowledge regarding the issue and highly prevalent under-reporting of ADRs. Educational programs are necessary to increase ADRs reporting.

A Risk-Factor Model for Antineoplastic Drug-Induced Serious Adverse Events in Cancer Inpatients: A Retrospective Study Based on the Global Trigger Tool and Machine Learning

The objective of this study was to apply a machine learning method to evaluate the risk factors associated with serious adverse events (SAEs) and predict the occurrence of SAEs in cancer inpatients using antineoplastic drugs. A retrospective review of the medical records of 499 patients diagnosed with cancer admitted between January 1 and December 31, 2017, was performed. First, the Global Trigger Tool (GTT) was used to actively monitor adverse drug events (ADEs) and SAEs caused by antineoplastic drugs and take the number of positive triggers as an intermediate variable. Subsequently, risk factors with statistical significance were selected by univariate analysis and least absolute shrinkage and selection operator (LASSO) analysis. Finally, using the risk factors after the LASSO analysis as covariates, a nomogram based on a logistic model, extreme gradient boosting (XGBoost), categorical boosting (CatBoost), adaptive boosting (AdaBoost), light-gradient-boosting machine (LightGBM), random forest (RF), gradient-boosting decision tree (GBDT), decision tree (DT), and ensemble model based on seven algorithms were used to establish the prediction models. A series of indicators such as the area under the ROC curve (AUROC) and the area under the PR curve (AUPR) was used to evaluate the model performance. A total of 94 SAE patients were identified in our samples. Risk factors of SAEs were the number of triggers, length of stay, age, number of combined drugs, ADEs occurred in previous chemotherapy, and sex. In the test cohort, a nomogram based on the logistic model owns the AUROC of 0.799 and owns the AUPR of 0.527. The GBDT has the best predicting abilities (AUROC = 0.832 and AUPR = 0.557) among the eight machine learning models and was better than the nomogram and was chosen to establish the prediction webpage. This study provides a novel method to accurately predict SAE occurrence in cancer inpatients.

Drug-related hospital admissions in older adults: comparison of the Naranjo algorithm and an adjusted version of the Kramer algorithm

PURPOSE

Drug-related admissions (DRAs) are an important cause of preventable harm in older adults. Multiple algorithms exist to assess causality of adverse drug reactions, including the Naranjo algorithm and an adjusted version of the Kramer algorithm. The performance of these tools in assessing DRA causality has not been robustly shown. This study aimed to evaluate the ability of the adjusted Kramer algorithm to adjudicate DRA causality in geriatric inpatients.

METHODS

DRAs were assessed in a convenience sample of patients admitted to the acute geriatric wards of an academic hospital. DRAs were identified by expert consensus and causality was evaluated using the Naranjo and the adjusted Kramer algorithms. Positive agreement with expert consensus was calculated for both algorithms. A multivariable logistic regression analysis was performed to explore determinants for a DRA.

RESULTS

A total of 218 geriatric inpatients was included of whom 65 (29.8%) experienced a DRA. Positive agreement was 72.3% (95% confidence interval (CI), 59.6-82.3%) and 100% (95% CI, 93.0-100%) for the Naranjo and the adjusted Kramer algorithm, respectively. Diuretics were the main culprits and most DRAs were attributed to a fall (n = 18; 27.7%). A fall-related principal diagnosis was independently associated with a DRA (odds ratio 20.11; 95% CI, 5.60-72.24).

CONCLUSION

The adjusted Kramer algorithm demonstrated a higher positive agreement with expert consensus in assessing DRA causality in geriatric inpatients compared to the Naranjo algorithm. Our results further support implementation of the adjusted Kramer algorithm as part of a standardized DRA assessment in older adults.

Prescription Rates, Polypharmacy and Prescriber Variability in Swiss General Practice—A Cross-Sectional Database Study

Purpose: The frequency of medication prescribing and polypharmacy has increased in recent years in different settings, including Swiss general practice. We aimed to describe patient age- and sex-specific rates of polypharmacy and of prescriptions of the most frequent medication classes, and to explore practitioner variability in prescribing.

Methods: Retrospective cross-sectional study based on anonymized electronic medical records data of 111 811 adult patients presenting to 116 Swiss general practitioners in 2019. We used mixed-effects regression analyses to assess the association of patient age and sex with polypharmacy (≥5 medications) and with the prescription of specific medication classes (second level of the Anatomical Therapeutic Chemical Classification System). Practitioner variability was quantified in terms of the random effects distributions.

Results: The prevalence of polypharmacy increased with age from 6.4% among patients aged 18–40 years to 19.7% (41–64 years), 45.3% (65–80 years), and 64.6% (81–92 years), and was higher in women than in men, particularly at younger ages. The most frequently prescribed medication classes were antiinflammatory and antirheumatic products (21.6% of patients), agents acting on the renin-angiotensin system (19.9%), analgesics (18.7%), and drugs for acid related disorders (18.3%). Men were more often prescribed agents targeting the cardiovascular system, whereas most other medications were more often prescribed to women. The highest practitioner variabilities were observed for vitamins, for antiinflammatory and antirheumatic products, and for mineral supplements.

Conclusion: Based on practitioner variability, prevalence, and risk potential, antiinflammatory drugs and polypharmacy in older patients appear to be the most pressing issues in current drug prescribing routines.

The impact of treatment choices on potential drug-drug interactions in hypertensive patients

AIMS

The aim of this study was to analyse potential drug-drug interactions (pDDIs) and their potential adverse drug reactions (ADRs) among hypertensive patients. Moreover, we investigated the possibility of reducing pDDIs with different treatment choices.

METHODS

This was a cross-sectional study including all outpatients with hypertension and two or more medications, treated in a university hospital in Serbia. Lexicomp Interact (Lexi-Comp, Inc., Hudson, OH) was used for identification of pDDIs and potential ADRs. Treatment choices were explored according to patient characteristics, treatment guidelines and the interacting potential of drugs. Data were analysed using descriptive analysis and multiple logistic regression.

RESULTS

A total of 350 patients were included in this study, with average age (77 [36-98] years and 6.1 [2.5]) medications. The majority of patients (86.0%) had at least one clinically significant pDDI, and the average was 3.78 (3.90) (range 1-25). Suggestions for treatment change aimed mainly at eliminating drug duplications, reducing the use of thiazide diuretics, sulfonylureas, alpha-lipoic acid and pentoxifylline and increasing the use of calcium-channel blockers, when appropriate. pDDIs would have decreased to 2.10 (2.52), P <.001, yet male gender, ≥6 medications, cardiovascular diseases, diabetes, benign prostatic hyperplasia, would be predictive of two or more pDDIs. The main potential adverse outcomes of pDDIs were hypotension, renal failure, hypoglycaemia, bradycardia and lactic acidosis.

CONCLUSION

Careful choice of drugs can reduce but not eliminate pDDIs and their potential ADRs in hypertensive patients. Close monitoring for hypotension, renal failure, hypoglycaemia, bradycardia and lactic acidosis is necessary.

Adverse Drug Events Detected by Clinical Pharmacists in an Emergency Department: A Prospective Monocentric Observational Study

OBJECTIVES

Adverse drug events (ADEs) are a major public health issue in hospitals. They are difficult to detect because of incomplete or unavailable medication history. In this study, we aimed to assess the rate and characteristics of ADEs identified by pharmacists in an emergency department (ED) to identify factors associated with ADEs.

METHODS

In this prospective observational study, we included consecutive adult patients presenting to the ED of a French 2600-bed tertiary care university hospital from November 2011 to April 2015. Clinical pharmacists conducted structured interviews and collected the medication history to detect ADEs (i.e., injuries resulting directly or indirectly from adverse drug reactions and noncompliance to medication prescriptions). Unsure ADE cases were reviewed by an expert committee. Relations between patient characteristics, type of ED visit, and ADE risk were analyzed using logistic regression.

RESULTS

Among the 8275 included patients, 1299 (15.7%) presented to the ED with an ADE. The major ADE symptoms were bleeding, endocrine problems, and neurologic disorders. Moreover, ADEs led to the ED visit, hospitalization, and death in 87%, 49.3%, and 2.2% of cases, respectively. Adverse drug event risk was independently associated with male sex, ED visit for neurological symptoms, visit to the ED critical care unit, or ED short stay hospitalization unit, use of blood, anti-infective, antineoplastic, and immunomodulating drugs.

CONCLUSIONS

This study improves the knowledge about ADE characteristics and on the patients at risk of ADE. This could help ED teams to better identify and manage ADEs and to improve treatment quality and safety.

[Development of a tool to help optimizing drug prescriptions in pediatric units in Côte d'Ivoire: GOPP tool]

OBJECTIVE

This study aims to develop a tool for optimizing drug management related to clinical and therapeutic contexts of pediatric units in Côte d'Ivoire.

METHODOLOGY

A list of Inappropriate prescribings (IPs) was developed from prescription review of inpatients and outpatients aged 1 month to 15 years and followed in pediatric units at 4 Teaching Hospitals of Abidjan during 16 months. A two-round Delphi method was used to validate a qualitative list of IPs by experts according to their level of agreement on a six-point Likert scale of 0-5 (0, no opinion; 5, strongly agree). Only propositions obtaining the agreement (rating 4 or 5) of>70% of experts who gave a non-zero rating for the first round and 80% for the second round were retained. Each IP of final list associated with "rationale", (justifying the inappropriateness of prescribing), and "recommendations and/or therapeutic alternative", used to elaborate items of a tool for helping to optimize drug prescriptions in pediatrics (GOPP tool).

RESULTS

A qualitative list of 54 IPs was drawn up from 267 Drug related problems detected after prescription review of 4992 prescription lines for 881 patients. Twenty-three (23) experts rated IPs on this list during two-round Delphi survey. At the end of survey, final list of 52 IPs was retained for development GOPP tool items. Malaria (15%), rhinitis (12%) and bacterial infectious (8%) are mainly pathologies concerned by these items.

CONCLUSION

GOPP tool developed in this study should help to improve drug management of patients in pediatric units in Côte d'Ivoire.

Clinical factors associated with increased length of stay and readmission in patients with medication-related hospital admissions: a retrospective study

BACKGROUND

Adverse drug events (ADEs) remain a key contributor to hospitalisations, resulting in long hospital stays and readmissions. Information pertaining to the specific medications and clinical factors associated with these outcomes is limited. Hence, a better understanding of these factors and their relationship to ADEs is required.

OBJECTIVES

To investigate medications involved, clinical manifestations of ADE-related hospitalisations, and their association with length of stay and readmission.

METHODS

A retrospective medical record review of patients admitted to a major, tertiary referral hospital in NSW, Australia, from January 2019 to August 2020 was conducted. ADEs were identified using Australian Refined Diagnosis Related Group (AR-DRG) codes: X40, X61, X62 and X64. Medications were classified per the Anatomical Therapeutic Chemical (ATC) classification system and clinical symptoms were classified per the International Classification of Disease (ICD) 9-CM. Logistic regression was performed to assess the relationship between medication and presentation classes with length of stay (≥2 days vs <2 days) and readmission.

RESULTS

There were 125 patients who met inclusion criteria (median age = 64 [interquartile range, 45-75] years; 53.6% male). Anti-thrombotic agents, opioids, antidepressants, antipsychotics, insulins and NSAIDs were the most implicated pharmacological classes. Neurological medications and falls were associated with a length of stay ≥2 days (adjusted odds ratio [aOR] 3.92, 95% confidence interval [CI] 1.48-10.33 and aOR 3.24, 95% CI 1.05-10.06, respectively). Neurological medications and neurological and cognitive disorders were associated with an increased likelihood of 90-day readmission (aOR 2.63, 95% CI 1.05-6.57 and aOR 3.20, 95% CI 1.17-8.75, respectively).

CONCLUSION

This study identified neurological medications as high-risk for increased length of stay and readmission in those hospitalised due to ADEs. This highlights the need for judicious prescribing and monitoring of these medications.

Expert Consensus on a List of Inappropriate Prescribing after Prescription Review in Pediatric Units in Abidjan, Côte d'Ivoire

Introduction

Inappropriate prescribing (IP) includes inappropriate prescription and omission of prescription. IP can adversely affect the quality of health care in pediatric units. A list of IP taking into account frequently encountered drug-related problems (DRPs) can be useful to optimize prescriptions in pediatrics. The aim of this study was to validate by expert consensus a list of IP after a prescription review in pediatric units in Abidjan.

Materials and Methods

A list of IPs was developed from a prescription review of inpatients and outpatients aged 1 month to 15 years and followed in pediatric units at teaching hospitals of Abidjan during 16 months. A two-round Delphi method was used to validate a qualitative list of IPs by experts according to their level of agreement on a six-point Likert scale of 0–5 (0, no opinion; 5, strongly agree). Only propositions obtaining the agreement (rating 4 or 5) of >70% of experts who gave a non-zero rating for the first round and 80% for the second round were retained.

Results

A qualitative list of 54 IPs was drawn up from 267 DRPs detected after prescription review of 4,992 prescription lines for 881 patients. Our panel comprised 22 pediatricians (96%) and one clinical pharmacist (4%). Mean agreement ratings were 4.43/5 (95% CI 4.39–4.48) and 4.6/5 (95% CI 4.56–4.64), respectively, during the first Delphi round and the second (p<0.001). At the end of the first round, all items submitted (54) were retained, including 13 items that had been reworded. In the second round, 20 experts participated and two IPs (4%) were not retained for the final list. This list comprised 52 IPs (44 inappropriate prescriptions and eight omissions of prescription).

Conclusion

The list of IP validated in this study should help in the detection of DRPs and optimize prescriptions in pediatric units in Côte d’Ivoire.

Risk of 30-day hospital readmission associated with medical conditions and drug regimens of polymedicated, older inpatients discharged home: a registry-based cohort study

OBJECTIVES

The present study analysed 4 years of a hospital register (2015-2018) to determine the risk of 30-day hospital readmission associated with the medical conditions and drug regimens of polymedicated, older inpatients discharged home.

DESIGN

Registry-based cohort study.

SETTING

Valais Hospital-a public general hospital centre in the French-speaking part of Switzerland.

PARTICIPANTS

We explored the electronic records of 20 422 inpatient stays by polymedicated, home-dwelling older adults held in the hospital's patient register. We identified 13 802 hospital readmissions involving 8878 separate patients over 64 years old.

OUTCOME MEASURES

Sociodemographic characteristics, medical conditions and drug regimen data associated with risk of readmission within 30 days of discharge.

RESULTS

The overall 30-day hospital readmission rate was 7.8%. Adjusted multivariate analyses revealed increased risk of hospital readmission for patients with longer hospital length of stay (OR=1.014 per additional day; 95% CI 1.006 to 1.021), impaired mobility (OR=1.218; 95% CI 1.039 to 1.427), multimorbidity (OR=1.419 per additional International Classification of Diseases, 10th Revision condition; 95% CI 1.282 to 1.572), tumorous disease (OR=2.538; 95% CI 2.089 to 3.082), polypharmacy (OR=1.043 per additional drug prescribed; 95% CI 1.028 to 1.058), and certain specific drugs, including antiemetics and antinauseants (OR=3.216 per additional drug unit taken; 95% CI 1.842 to 5.617), antihypertensives (OR=1.771; 95% CI 1.287 to 2.438), drugs for functional gastrointestinal disorders (OR=1.424; 95% CI 1.166 to 1.739), systemic hormonal preparations (OR=1.207; 95% CI 1.052 to 1.385) and vitamins (OR=1.201; 95% CI 1.049 to 1.374), as well as concurrent use of beta-blocking agents and drugs for acid-related disorders (OR=1.367; 95% CI 1.046 to 1.788).

CONCLUSIONS

Thirty-day hospital readmission risk was associated with longer hospital length of stay, health disorders, polypharmacy and drug regimens. The drug regimen patterns increasing the risk of hospital readmission were very heterogeneous. Further research is needed to explore hospital readmissions caused solely by specific drugs and drug-drug interactions.

Prevalence, Nature, Severity and Preventability of Adverse Drug Events in Mental Health Settings: Findings from the MedicAtion relateD harm in mEntal health hospitals (MADE) Study

INTRODUCTION

Adverse drug events (ADEs) constitute a significant problem in hospitals worldwide. However, little is known about their burden in mental health hospitals.

OBJECTIVE

The objective of this study was to determine the prevalence, nature, severity and preventability of ADEs across three mental health trusts in England.

METHODS

Trained clinical pharmacists retrospectively screened randomly sampled medical records to identify ADEs. An expert panel assessed all suspected ADEs to determine their causality, preventability and severity. Multivariable regression analysis (adjusted for clustering between hospitals) examined risk factors associated with ADEs.

RESULTS

In total, 227 patient admissions comprising 10,164 patient-days of follow-up were included in the study. The adjusted rate of confirmed ADEs was 12.6 (95% confidence interval [CI] 5.6-26.0) per 100 admissions and 2.6 (95% CI 1.0-6.9) per 1000 patient-days, with almost a fifth of these ADEs judged as preventable 19.1% (n = 9/47). The majority of ADEs were of at least moderate clinical severity (29/47; 61.7%), and medicines from the central nervous system class were most commonly implicated in ADEs (45/47; 95.7%) including antipsychotics (31/45; 68.8%) and antidepressants (7/45; 15.5%). Patients with a hospital stay of more than 30 days (odds ratio 16.58, 95% CI 3.77-72.85) and patients with a stay of 8-30 days (odds ratio 5.32, 95% CI 1.22-23.07) were more likely to experience an ADE compared with patients with a stay of 1-7 days.

CONCLUSIONS

Adverse drug events in National Health Service mental health hospitals pose an important threat to patient safety. Targets for remedial interventions have been suggested for further exploration to improve patient safety in this setting.

Predictors of Medication-Related Emergency Department Admissions Among Patients with Cardiovascular Diseases at Mbarara Regional Referral Hospital, South-Western Uganda

BACKGROUND

Medication-related emergency department admissions impose a huge and unnecessary burden on the healthcare system. We sought to determine the prevalence and predictors of medication-related emergency department admissions, among patients with cardiovascular diseases at Mbarara Regional Referral Hospital, Uganda.

METHODS

Institutional research ethics approval was secured to conduct a cross-sectional study at the Mbarara Regional Referral Hospital emergency department, between February and September, 2020. All eligible and consenting patients were enrolled in a consecutive manner after a preliminary diagnosis was made by the attending physician. Structured questionnaire interview and comprehensive medication history reviews were used to identify medication therapy problems, in collaboration with a resident physician present on duty. We used sequential categorization for medication therapy problem(s). Descriptive and logistic regression analyses were used to determine prevalence and predictors of medication-related emergency department admissions.

RESULTS

Out of the 128 patients interviewed, 105 (82%) patient admissions were associated with a medication therapy problem: ineffectiveness of drug therapy (53.3%, 56), medication non-adherence (42.9%, 45), and adverse drug reactions (3.8%, 4). Out of a total of 90 incidences of medication non-adherence, 34.4% (31/90) were due to lack of understanding of patient medication regimen, and 27.8% (25/90) due to unaffordable cost of medicines. Female gender (AOR = 4.31 [1.43, 13.03 at 95% CI]; P-value = 0.010]) and a history of tobacco use (AOR = 9.58 [1.14, 80.28 at 95% CI]; P-value = 0.037) were statistically significant predictors of medication-related emergency department admissions in adjusted analysis.

CONCLUSION

Four in five emergency department admissions were associated with medication-related causes, majorly due to ineffectiveness of drug therapy. Knowledge gap on patient medication regimens was the most prevalent cause for medication non-adherence. Female gender and previous or current tobacco use was an independent risk factor for medication-related admissions.

Over-the-counter medication use in residents of senior living communities: A survey study

BACKGROUND

Self-medication with over-the-counter (OTC) products is common among older adults. Although OTC self-medication is a convenient way to manage some health issues, older persons may be at higher risk of experiencing medication-related problems. This study examines the prevalence, practices, and preferences associated with OTC medication use in older adult residents of senior living communities.

OBJECTIVES

The study aimed to examine the characteristics of OTC medication users and to quantify the prevalence, attitudes, perceptions, preferences, and practices regarding OTC medication use and decision-making in 2 senior living communities in central Virginia.

METHODS

The study used survey methodology. A 51-item semistructured questionnaire was designed by the research team of geriatrics specialists, and mixed-methods and evaluation researchers. The questionnaire was administered in-person to participants (N = 88). Descriptive analyses were conducted using SAS 9.4. Characteristics of those using OTC medications as directed by a health professional were compared with those of whom were self-medicating with OTC medications.

RESULTS

Most of the sample were women (55%), black (61%) and had less than or equal to a high school education (55%). Analgesics were the most (76%) prevalent OTC therapeutic category used, and aspirin was the most (65%) prevalent OTC medication. A greater (82%) proportion of respondents reported self-recommended OTC medication use (self-medication with OTC medications) rather than physician recommended use (18%). A high (41%) prevalence of inappropriate use of OTC medications was observed in this sample of older adults. Most (80%) considered OTC medications safe and effective. The pharmacy was the most (93%) commonly reported purchase location to buy an OTC medication. Physicians were the most (90%) commonly reported information source for OTC medications.

CONCLUSION

Considering the high percentage of self-reported self-medication, inappropriate use, and experiences of adverse effects, steps should be taken to develop consumer education and relationships with pharmacists to encourage the responsible use of OTC medications in this population.

Prescribing Errors With Direct Oral Anticoagulants and Their Impact on the Risk of Bleeding in Patients With Atrial Fibrillation

INTRODUCTION

Anticoagulants are associated with significant harm when used in error, but there are limited data on potential harm of inappropriate treatment with direct oral anticoagulants (DOACs). We conducted a matched case-control study among atrial fibrillation (AF) patients admitting the hospital with a chronic treatment with DOACs, in order to assess factors associated with the risk of major bleeding.

METHODS

Patient data were documented using hospital's computerized provider order entry system. Patients identified with major bleeding were defined as cases and were matched with controls based on the duration of treatment with DOACs and number of chronic medications. Appropriateness of prescribing was assessed based on the relevant clinical guidelines. Conditional logistic regression was used to evaluate the potential impact of safety-relevant prescribing errors with DOACs on major bleeding.

RESULTS

A total number of 509 eligible admissions were detected during the study period, including 64 cases of major bleeding and 445 controls. The prevalence of prescribing errors with DOACs was 33%. Most prevalent prescribing errors with DOACs were "drug dose too low" (16%) and "non-recommended combination of drugs" (11%). Safety-relevant prescribing errors with DOACs were associated with major bleeding [adjusted odds ratio (aOR) 2.17, 95% confidence interval (CI) 1.14-4.12].

CONCLUSION

Prescribers should be aware of the potential negative impact of prescribing errors with DOACs and understand the importance of proper prescribing and regular follow-up.

Drug metabolism in severe chronic obstructive pulmonary disease: A phenotyping cocktail study

AIMS

To evaluate the effect of severe chronic obstructive pulmonary disease (COPD) on drug metabolism by comparing the pharmacokinetics of patients with severe COPD with healthy volunteers and using the modified Inje drug cocktail.

METHODS

This was a single-centre pharmacokinetic study with 12 healthy participants and 7 participants with GOLD D COPD. Midazolam 1 mg, dextromethorphan 30 mg, losartan 25 mg, omeprazole 20 mg, caffeine 130 mg and paracetamol 1000 mg were simultaneously administered and intensive pharmacokinetic sampling was conducted over 8 hours. Drug metabolism by CYP3A4, CYP2D6, CYP2C9, CYP2C19, CYP1A2, UGT1A6 and UGT1A9 in participants with COPD were compared with phenotypes in healthy controls.

RESULTS

The oral clearance (95% confidence interval) in participants with COPD relative to controls was: midazolam 63% (60-67%); dextromethorphan 72% (40-103%); losartan 53% (52-55%); omeprazole 35% (31-39%); caffeine 52% (50-53%); and paracetamol 73% (72-74%). There was a 5-fold increase in AUC for omeprazole and approximately 2-fold increases for caffeine, losartan, dextromethorphan, and midazolam. The AUC of paracetamol, which is mostly glucuronidated, was increased by about 60%.

CONCLUSION

Severe COPD is associated with a clinically significant reduction in oral drug clearance. This may be greater for cytochrome P450 substrates than for glucuronidated drugs. This supports reduced starting doses when prescribing for patients with severe COPD.

Causality assessment between reported fatal cerebral haemorrhage and suspected drugs: developing a new algorithm based on the analysis of the Japanese Adverse Event Report (JADER) database and literature review

PURPOSE

Cerebral haemorrhage is a life-threatening event with various causes including adverse drug reactions (ADRs). Several methods have been proposed for the causality assessment of ADRs, but none specific for cerebral haemorrhage. The purpose of this study was to develop an algorithm for causality assessment between drugs and fatal cerebral haemorrhage, based on the analysis of data from the Japanese Adverse Drug Event Report (JADER) database and literature review.

METHODS

All fatal ADRs reported in the JADER database between April 2004 and March 2020 were searched, and literature on drug-related cerebral haemorrhage or general causality assessment was reviewed to summarise the information on causality between cerebral haemorrhage and ADRs.

RESULTS

Of the 50,095 cases identified in the JADER database, cerebral haemorrhage was the fifth most reported cause of fatal ADRs, but the causality of >80% of the events was published as 'Unassessable'. The literature review identified articles on drug-related cerebral haemorrhage and causality assessment methods in general. Based on these articles, information on five categories (temporal relationship, previous knowledge about the relationship between drug action and ADRs, alternative aetiological candidate, appropriateness of drug use, and the relationship between death and ADRs) was determined for causality assessment between a suspected drug and fatal cerebral haemorrhage; a new algorithm was created using this information.

CONCLUSION

In this study, the information considered necessary for causality assessment between drugs and fatal cerebral haemorrhage was reviewed and an assessment algorithm was developed. Future studies are needed to validate the usefulness of this method.

Did we do everything we could have? Nurses' contributions to medicines optimization: A mixed-methods study

AIM

To explore UK professionals' interpretations of medicines optimization and expansion of nurses' roles.

DESIGN

This mixed-methods study sought professionals' views on nurses' involvement, competency and engagement in monitoring patients for adverse effects of medicines, monitoring adherence, prescribing and patient education.

METHOD

An online survey and interviews were undertaken with nurses, doctors and pharmacists in Wales and England, May 2018 to July 2019.

RESULTS

In all, 220 nurses, 17 doctors and 62 pharmacists responded to the online survey, and 24 professionals were interviewed. Nurses were divided over extending their roles, with 123/220 (55.9%) wishing to extend roles in monitoring patients for possible adverse drug reactions (ADRs), 111/220 (50.5%) in adherence monitoring, 121/220 (55.0%) in prescribing and 122/220 (55.4%) in patient education. The best-qualified nurses were the most willing to increase involvement in monitoring patients for ADRs (aOR 13.00, 1.56-108.01). Interviews revealed that both nurses and doctors assumed the other profession was undertaking this monitoring. Respondents agreed that increasing nurses' involvement in medicines optimization would improve patient care, but expressed reservations about nurses' competencies. Collaboration between nurses and doctors was suboptimal (rated 7/10 at best) and between nurses and pharmacists even more so (6/10 at best).

CONCLUSION

Juxtaposition of datasets identified problems with medicines optimization: although most respondents agreed that increasing nurses' involvement would positively impact practice, their educational preparation was a barrier. Only ~50% of nurses were willing to expand their roles to fill the hiatus in care identified and ensure that at least one profession was taking responsibility for ADR monitoring.

IMPACT

To improve multiprofessional team working and promote patient safety, nurse leaders should ensure patients are monitored for possible ADRs by at least one profession. Initiatives expanding nurses' roles in medicines optimization and prescribing might be best targeted towards the more educated nurses, who have multidisciplinary support.

Using the patient activation measure during a pharmacist-led rural patient home visit pilot project

BACKGROUND

Many pharmacists use motivational interviewing as a tool to inspire patients to engage in managing their health. Assessing patient engagement and willingness to actively participate in chronic disease management is a necessary component in improving activation and health outcomes. The patient activation measure (PAM) is a validated assessment tool used to give providers insight into a patient's level of confidence, knowledge, and skills in self-managing their health. In 2017, 2 pharmacists conducted patient home visits using care coordinators to identify patients who would benefit from pharmacist intervention. The PAM-13 was integrated into the pharmacist-led home visits to collect information on patient activation and engagement in addressing their own health problems.

OBJECTIVES

To describe the implementation of the PAM-13 in pharmacist-led patient home visits and to analyze the collected patient PAM-13 scores and levels to determine whether change occurred after meeting with a pharmacist.

METHODS

The PAM was used as part of a pilot program involving pharmacist-led patient home visits to assess drug-related problems within a cohort of high-risk rural patients with uncontrolled chronic conditions.

RESULTS

During this 6-month study, PAM-13 scores decreased in 3 patients, increased in 9 patients, and did not change in 2 patients whereas PAM-13 levels decreased in 2 patients, increased in 7 patients, and did not change for 5 patients.

CONCLUSION

PAM-13 was used as part of a pilot program involving pharmacist-led patient home visits with a cohort of high-risk rural patients with uncontrolled hypertension and diabetes. PAM-13 is a useful tool that could help pharmacists provide targeted motivational interviewing and medication management by assessing and improving patient activation and engagement.

Hospital Admissions Associated With Medication-Related Problems in Thai Older Patients: A Multicenter Prospective Observational Study

OBJECTIVE

The aim of the study was to estimate the prevalence rate and risk factors of medication-related problems (MRPs) leading to hospital admissions in Thai older patients.

METHODS

A prospective observational study was carried out in nine hospitals in Lower Northern Thailand. Participants admitted to internal medicine units were screened for suspected MRPs by clinical pharmacists using medical record review and patient interview. Three experts evaluated suspected MRPs independently using the following four criteria: contribution of MRPs to hospital admissions, causality, severity, and preventability.

RESULTS

Of 1776 patients admitted during the study period, 56 patients (3.2%) were deemed to have causal MRPs; 24 (42.9%) were judged as preventable. The medication groups most commonly associated with MRPs were those targeting the endocrine system, especially antidiabetic medications, such as metformin and glipizide. Preventable MRPs were usually manifest as hypoglycemia (n = 15, 62.5%). The variables that contributed to hospital admissions associated with MRPs were age (odds ratio = 1.92; 95% confidence interval [CI] = 1.06-3.47), starting a new drug within 1 week (odds ratio = 2.31; 95% CI = 1.08-4.95), or within 1 month (odds ratio = 2.17; 95% CI = 1.05-4.48).

CONCLUSIONS

Hospital admissions associated with MRPs in Thai older patients continue to burden the Thai healthcare system of which nearly half were preventable. Further studies should consider analysis of costs and include hepatic and renal function status of participants.

Drug-Related Problems Identified at Patients' Home: A Prospective Observational Study in a Rural Area of Thailand

OBJECTIVE

The aim of the study was to examine the prevalence rates, nature, and predictors of drug-related problems (DRPs) experienced in participants living at home in a rural Thailand.

METHOD

A cross-sectional observational study was undertaken during December 2015 to January 2016. Drug-related problems were identified within a rural township having a population of 5256 by means of home visits by pharmacists. All suspected cases were then assessed for severity and preventability by clinical specialists. Drug-related problems were categorized according to Pharmaceutical Care Network Europe classification (revised 2010).v.6.2.

RESULTS

From a systematically recruited cohort of 359 participants, suspected DRPs were identified in 160 participants. After detailed reviews by clinical specialists, 141 cases (39.3%) were deemed to have DRPs. Types of DRPs with prevalence rates were the following: problems of treatment effectiveness (3.7% of DPRs), adverse reactions (15.3%), treatment cost (28.4%), nonadherence to drugs (42.1%), and poor drug storage (10.5%). The most common drug to involve DRPs was those treating cardiovascular disease, especially simvastatin.

CONCLUSIONS

Nearly half of community living participants experienced DRPs, especially nonadherence to drugs, and has implications for other rural elderly persons of low education attainment for similar rural economies around the globe. Appropriate interventions should focus on reducing polypharmacy, providing outreach programs, and rigorous pharmacovigilance.

Appropriate polypharmacy: a barometer for integrated care

Purpose

Polypharmacy, the concurrent use of multiple medicines by one individual, is a common and growing challenge driven by an ageing population and the growing number of people living longer with chronic conditions. Up to 11% of unplanned hospital admissions in the UK are attributable to, mostly avoidable, harm from medicines. However, this topic is not yet central to integrated practice. This paper reviews the challenge that polypharmacy presents to the health and care system and offers lessons for integrated policy and practice.

Design/methodology/approach

Two commonly encountered scenarios illustrate the relevance of addressing inappropriate polypharmacy to integrated practice. An overview of the literature on polypharmacy and frailty, including two recent large studies of policy and practice in Europe, identifies lessons for practitioners, managers, policy makers and commissioners.

Findings

Comprehensive change strategies should extend beyond pharmacist led deprescribing initiatives. An inter-professional and systems thinking approach is required, so all members of the integrated team can play their part in realising the value of holistic prescribing, appropriate polypharmacy and shared decision making.

Practical implications

Awareness and education about polypharmacy should be embedded in inter-professional training for all practitioners who care for people with multimorbidity or frailty.

Originality/value

This paper will help policy makers, commissioners, managers and practitioners understand the value of addressing polypharmacy within their integrated services. Best practice national guidance developed in Scotland illustrates how to target resources so those at greatest risk of harm from polypharmacy can benefit from effective pharmaceutical care as part of holistic integrated care.

Self-administration of medications for chronic diseases and drug-related hospital admissions in elderly patients at a Thai hospital

Background Studies of self-administered medications associated with hospital admissions are limited. Objective This study aimed to identify drug-related hospital admissions among elderly patients with diabetes, hypertension and chronic obstructive pulmonary disease and its association with self-administered medications. Method This was a prospective study of 335 patients admitted to a district hospital in Thailand from October 2018 to April 2019. The patients were divided into two groups: one with self-administered medication and the other with caregiver-administered medication. Pharmaceutical Care Network Europe V8.02-defined drug-related problems were identified. Those that conformed to the Hallas contribution and causality criteria were deemed drug-related hospital admissions and causes of the problems were examined. Main outcome measure An association between self-administration of medications and hospital admission was determined using a multivariable logistic regression analysis. Results The prevalence of drug-related hospital admissions was 20.6% (95% confidence interval, CI 16.4-25.3%) as an overall and was significantly higher in the self-administration group (25.4%) than in the caregiver administration group (12.7%). Among the drug-related hospital admissions in the self-administration and caregiver administration groups respectively, 71.7 and 62.5% were preventable, 63.2 and 37.7% were caused by patient themselves, and 26.3 and 37.5% were from adverse drug reactions. Medical conditions frequently caused by the patients included the exacerbation of chronic obstructive pulmonary disease due to using inhalers less than prescribed or administering drugs in the wrong manner in the self-administration group and hypoglycemia due to a long interval between insulin injection and meal consumption in the caregiver administration group. Compared to caregiver-administered medications, self-administration of medications increased the odds of hospital admission by approximately two-fold (adjusted odds ratio, OR 2.24, 95% CI 1.13-4.43). Other independent risk factors included the use of five or more medications a day (OR 2.65, 95% CI 1.16-6.07), the presence of underlying chronic obstructive pulmonary disease (OR 2.11, 95% CI 1.05-4.23) and self-medication (OR 2.59, 95% CI 1.12-5.99). Conclusion Self-administered medication was associated with hospital admissions in elderly patients with chronic diseases. To prevent problems, priority should be given to interventions to ensure the appropriate administration of inhaled medications for chronic obstructive pulmonary disease and antihyperglycemic agents.

Adverse Drug Events and Contributing Factors Among Hospitalized Adult Patients at Jimma Medical Center, Southwest Ethiopia: A Prospective Observational Study

Background

Adverse drug events (ADEs) are common complications of clinical care resulting in significant morbidity, mortality, and high clinical expenditure. Population-level estimates of inpatient ADEs are limited in Ethiopia.

Objective

This study aimed to assess the incidence, contributing factors, severity, and preventability of ADEs among hospitalized adult patients at Jimma Medical Center, Ethiopia.

Methods

A prospective observational study design was conducted among hospitalized adult patients at tertiary hospital in Ethiopia. A structured data collection tool was prepared from relevant literatures for data collection. Data were analyzed using statistical software. Logistic regression was performed to identify factors contributing to ADE occurrence. P values < 0.05 were considered statistically significant.

Results

A total of 319 patients were included with follow-up period of 5667 person-days. About 50.5% were women. The mean (SD) age of patients was 43 (17.6) years. One hundred sixteen ADEs were identified with the incidence of 36.4 (95% CI, 30.1-43.6) per 100 admissions and 20.5 (95% CI, 16.9-24.6) per 1000 person-days. Antituberculosis agents (adjusted odds ratio [aOR] = 2.52; 95% CI, 1.06-5.98; P = 0.036), disease of the circulatory system (aOR = 2.67; 95% CI, 1.46-4.89; P = 0.001), disease of the digestive system (aOR = 2.84; 95% CI, 1.45-5.57; P = 0.002), being on medication during admission (aOR = 3.09; 95% CI, 1.77-5.41; P < 0.001), and hospital stay more than 2 weeks (aOR = 3.93; 95% CI, 1.39-11.12; P = 0.010) were independent predictors of ADE occurrence.

Conclusions

One in every 4 patients admitted to the hospital experienced ADEs during their hospital stay. Most ADEs were moderate in severity. About two-thirds of the ADEs identified were deemed probably or definitely preventable. Therefore, it is high time to reinforce large-scale efforts to redesign safer, higher quality health care systems to adequately tackle the problem.

Considering additive effects of polypharmacy : Analysis of adverse events in geriatric patients in long-term care facilities

Background

Potential additive effects of polypharmacy are rarely considered in adverse events of geriatric patients living in long-term care facilities. Our aim, therefore, was to identify adverse events in this setting and to assess plausible concomitant drug causes.

Methods

A cross-sectional observational study was performed in three facilities as follows: (i) adverse event identification: we structurally identified adverse events using nurses’ interviews and chart review. (ii) Analysis of the concomitantly administered drugs per patient was performed in two ways: (ii.a) a review of summary of product characteristics for listed adverse drug reactions to identify possible causing drugs and (ii.b) a causality assessment according to Naranjo algorithm.

Results

(i) We found 424 adverse events with a median of 4 per patient (range 1–14) in 103 of the 104 enrolled patients (99%). (ii.a) We identified a median of 3 drugs (range 0–11) with actually occurring adverse events listed as an adverse drug reaction in the summary of product characteristics. (ii.b) Causality was classified in 198 (46.9%) of adverse events as “doubtful,” in 218 (51.2%) as “possible,” in 7 (1.7%) as “probable,” and in 1 (0.2%) adverse event as a “definitive” cause of the administered drugs. In 340 (80.2%) of all identified adverse events several drugs simultaneously reached the highest respective Naranjo score.

Conclusion

Patients in long-term facilities frequently suffer from many adverse events. Concomitantly administered drugs have to be frequently considered as plausible causes for adverse events. These additive effects of drugs should be more focused in patient care and research.

Analyzing Medical Research Results Based on Synthetic Data and Their Relation to Real Data Results: Systematic Comparison From Five Observational Studies

Background

Privacy restrictions limit access to protected patient-derived health information for research purposes. Consequently, data anonymization is required to allow researchers data access for initial analysis before granting institutional review board approval. A system installed and activated at our institution enables synthetic data generation that mimics data from real electronic medical records, wherein only fictitious patients are listed.

Objective

This paper aimed to validate the results obtained when analyzing synthetic structured data for medical research. A comprehensive validation process concerning meaningful clinical questions and various types of data was conducted to assess the accuracy and precision of statistical estimates derived from synthetic patient data.

Methods

A cross-hospital project was conducted to validate results obtained from synthetic data produced for five contemporary studies on various topics. For each study, results derived from synthetic data were compared with those based on real data. In addition, repeatedly generated synthetic datasets were used to estimate the bias and stability of results obtained from synthetic data.

Results

This study demonstrated that results derived from synthetic data were predictive of results from real data. When the number of patients was large relative to the number of variables used, highly accurate and strongly consistent results were observed between synthetic and real data. For studies based on smaller populations that accounted for confounders and modifiers by multivariate models, predictions were of moderate accuracy, yet clear trends were correctly observed.

Conclusions

The use of synthetic structured data provides a close estimate to real data results and is thus a powerful tool in shaping research hypotheses and accessing estimated analyses, without risking patient privacy. Synthetic data enable broad access to data (eg, for out-of-organization researchers), and rapid, safe, and repeatable analysis of data in hospitals or other health organizations where patient privacy is a primary value.

Analysis of comprehensive pharmacogenomic profiling to impact in-hospital prescribing

INTRODUCTION

In-hospital adverse medication events result in increased morbidity and mortality. Many implicated drugs carry pharmacogenomic information. We hypothesized that comprehensive pre-emptive pharmacogenomic profiling could have high relevance for in-hospital prescribing.

PATIENTS AND METHODS

We retrospectively analyzed the in-hospital medications of a genotyped outpatient cohort admitted at our institution from 2012 to 2015. The endpoints were medication changes (new medications initiated, dose adjustments, or medications discontinued) involving drugs with pharmacogenomic annotations from three sources: Clinical Pharmacogenetics Implementation Consortium guidance, Food and Drug Administration label information, and drugs with clinical decision supports in our institutional pharmacogenomic Genomic Prescribing System.

RESULTS

Of 867 genotyped outpatients, 20 were hospitalized (mean: 78.2 years, 65% male). This hospitalized cohort was significantly older (78.2 vs. 61.3 years, P<0.0001) and took more medications (8.9 vs. 5.0 medications, P<0.0001). Out of 159 medication changes made, most (67.9%) were new medications (average: 2.5/hospitalization) with one-third of these having clinically annotated pharmacogenomic information. Half of all hospitalizations involved at least one pharmacogenomic medication. Over half (55%) of the hospitalized cohort was newly prescribed at least one of eight key pharmacogenomic medications, including high-risk drugs such as clopidogrel, codeine, and warfarin.

CONCLUSION

Our study suggested that older patients and those with polypharmacy were at increased risk for hospitalizations, where many new prescriptions included frequently used pharmacogenomic drugs. Targeting this group for pre-emptive genotyping would facilitate the delivery of highly relevant information to inform inpatient prescribing.

Adverse Medication Events Related to Hospitalization in the United States: A Comparison Between Adults With Intellectual and Developmental Disabilities and Those Without

This study examined the proportion of hospitalizations associated with adverse medication events (AMEs) for adults with intellectual and developmental disabilities (IDD) and adults from the general population in the United States using the 2013 National Inpatient Sample (NIS) dataset of the Healthcare Cost and Utilization Project (HCUP). Adults with IDD had greater odds of having a hospitalization associated with an AME than the general adult population. Unadjusted odds ratios (95% CI) for hospitalization due to any medication for IDD was 2.47 (2.31-2.65). In the multivariate logistic regression model, IDD was significantly associated, with an odds ratio of 1.28 (1.19-1.38). Adults who have IDD are at greater risk of having a hospital admission due to an AME.

Potential drug-drug interactions associated with clinical and laboratory findings at hospital admission

Background Drug-drug interactions represent one of the causes of adverse therapy outcomes through deteriorated efficacy or safety. However, the true extent of harm related to drug-drug interactions is not well established due to a lack of recognition and understanding. Objective The aim of this study was to investigate the association of potential drug-drug interactions with patients variables recorded at admission. Setting A cross-sectional correlation study was performed on the Cardiology ward of the University Clinical Hospital Center in Belgrade, Serbia. Method Data were retrospectively obtained from medical records and LexiInteract was used as the screening tool for potential drug-drug interactions. Main outcome measure Clinical and laboratory parameters recorded at the patients admission. Results A total of 351 patient records entered the analysis, with the mean age of 70 ± 10 years. The prevalence of potentially relevant drug-drug interactions was 61% (N = 213). After controlling for patient characteristics, nine potential drug-drug interactions were significantly associated with laboratory values outside the range and five potential drug-drug interactions with inadequate clinical parameter values. Potential drug-drug interactions were associated with abnormalities in blood count, metabolic parameters, electrolyte imbalance and renal function parameters. Association with inadequate control of systolic, diastolic blood pressure, as well as heart rhythm was also shown. Conclusion Drug-drug interactions were associated with patients clinical and laboratory findings. Our findings may assist in the identification of patients with increased likelihood of suboptimal therapy outcomes. Generating evidence through post-marketing drug-drug interactions research would lead to improvement in clinical decision-support systems, increased effectiveness and utilization in everyday clinical practice.

Addressing the Challenge of Polypharmacy

Polypharmacy describes the concomitant use of multiple medicines and represents a growing global challenge attributable to aging populations with an increasing prevalence of multimorbidity. Polypharmacy can be appropriate but is problematic when the increased risk of harm from interactions between drugs or between drugs and diseases or the burden of administering and monitoring medicines outweighs plausible benefits. Polypharmacy has a substantial economic impact in service demand and hospitalization as well as a detrimental impact on patients' quality of life. Apart from causing avoidable harm, polypharmacy can also lead to therapeutic failure, with up to 50% of patients who take four or more medications not taking them as prescribed. Guidance is needed to support patients and clinicians in defining and achieving realistic goals of drug treatment, and system change is necessary to aid implementation. This article outlines lessons from two programs that aim to address these challenges: the Scottish polypharmacy guidance on realistic prescribing and the European Union SIMPATHY project.

Addressing medication errors in an adult oncology department in Saudi Arabia: A qualitative study

OBJECTIVE

There is a wide range of strategies that could help in minimizing medication errors during healthcare delivery. We undertook a qualitative study to identify recommended solutions to minimize medication errors in an adult oncology department in Saudi Arabia from the perspectives of healthcare professionals.

METHODS

This was a qualitative study conducted in an adult oncology department in Saudi Arabia. After obtaining the required ethical approvals and written consents from the participants, seven focus group discussions were carried out for data collection. A stratified purposive sampling strategy was used to recruit medical doctors, pharmacists, and nurses. NVivo Pro version 11 was used for data analyses. Inductive content analysis was adopted in the coding of collected data.

RESULT

Our study showed that improving organizational support, staff education, and communication could help in minimizing medication errors in the adult oncology department.

CONCLUSION

The adoption of multiple strategies is required to improve the safety of the medication process in the adult oncology department. We argue that the availability of supportive leadership should be prioritized as it plays a crucial role in determining the effectiveness and efficiency of both staff education and communication.

Safety of medicines-Pharmacists' knowledge, practice, and attitudes toward pharmacovigilance and adverse drug reactions reporting process

PURPOSE

Patients' safety is a public concern in healthcare systems across the world and should be ensured, among others, by pharmacovigilance based on spontaneous reports of adverse drug reactions (ADRs). Spontaneous ADRs reporting is an important component of the pharmacovigilance system. The role of pharmacists in spontaneous ADRs reporting is crucial in the pharmacovigilance system since it helps to monitor the patients' treatment in real-life conditions. The aim of the study was to evaluate the pharmacists' attitudes to and knowledge on spontaneous ADRs reporting in Poland and to identify the reasons for underreporting of ADRs.

METHODS

The study was conducted between January 2016 and January 2018. A self-administered questionnaire was designed and distributed to pharmacists. The pharmacists were randomly selected from the official database kept by the chief pharmaceutical inspectorate in Poland.

RESULTS

Only 16% (n = 84) of the respondents have ever attended a training on pharmacovigilance. Eighty-one percent (N = 422) of pharmacists believe that not all synthetic drugs available on the market were safe. Twenty-eight percent (n = 146) of the respondents were certain about safety of drugs of natural origin, and 16% (n = 84) were of an opinion that adverse reactions following administration of such drugs should not be reported at all.

CONCLUSIONS

To conclude, there is an increasing awareness of the need to develop pharmacovigilance practices. The current (not fully adhered to in practice) model of pharmacovigilance and its associated tools have been developed for synthetic drugs, and applying these methods to monitor safety of herbal medicines presents unique challenges.

Using pharmacy technicians and telepharmacy to obtain medication histories in the emergency department

OBJECTIVES

To determine if telepharmacy can be used to collect medication histories on patients admitted in the emergency department (ED) in a large health system.

PRACTICE DESCRIPTION

As part of an effort to address safety concerns, resource limitations, and a decline in medication history completions, a program was developed to use telepharmacy to conduct medication histories on patients admitted in the ED.

SETTING

The medication history program covers 5 large facilities. It is staffed by 6 full-time pharmacy technicians 7 days a week and is overseen by a pharmacist.

INNOVATION

Medication histories are conducted with the use of mobile carts enhanced with videoconferencing equipment allowing technicians to operate from a remote central location. The program allows the technicians to observe multiple EDs at one time, interview patients through videoconferencing, and document completed medication histories in the electronic medical record (EMR). The technicians also transcribe preoperation (pre-op) medication lists for patients being admitted for surgeries.

EVALUATION

Medication history completion rates and barriers were assessed. In addition, potential medication errors, medication history accuracy rates for nursing and pharmacy technicians, and a cost analysis of preventable ADEs were explored.

RESULTS

The program, on average, conducts medication histories on 56% to 79% of patients admitted through the ED during hours of operation. In fiscal year 2018, the technicians entered 24,980 medication histories and pre-op lists. A cross-sectional analysis of data collected from December 2016 to March 2017, including 124 patients, revealed 320 potential medication errors among a total of 382 high-risk medications.

CONCLUSION

Based on the current performance and continued expansion of this novel strategy, use of telepharmacy to obtain medication histories in the ED has led to resource optimization for the remote delivery of a pharmacy service.

Pharmacists' knowledge and perceptions about pharmacovigilance and barriers towards adverse drug reactions reporting in Yemen

Objective

The current study aims to assess Yemeni pharmacists’ knowledge, attitude and practice of adverse drug reactions (ADRs) reporting systems and to determine barriers hindering them from reporting.

Methods

A cross-sectional descriptive study was conducted between August and October 2017. One hundred sixty-two pharmacists practicing in both community and hospital settings were recruited from five governorates using a convenient sampling technique. A validated self-administered questionnaire was used to collect data and to achieve the study objectives. Descriptive analysis was done using Statistical Package for Social Science version 20.

Key findings

Out of 260 questionnaires distributed, 162 pharmacists responded (Response rate of 62.3%). In terms of knowledge, 156 (96.3%) were not aware of the existence of ADRs reporting system in Yemen. The overall average knowledge score among pharmacists was 1.2 (SD = 1.2) out of 7. Concerning practice, about (140, 87.0%) of pharmacists disclosed that patients reported at least one ADRs annually. Insufficient clinical knowledge of pharmacist, unavailability of ADRs reporting form and unawareness of existence of the national ADRs reporting system were noticed to be the main barriers towards ADRs reporting.

Conclusions

Most of pharmacists were unaware of the ADRs reporting system in Yemen. However, advertising, education and intensive training are needed to improve awareness and to ensure an effective ADRs reporting process.

Assessment tool for hospital admissions related to medications: development and validation in older patients

Background Medication-related hospital admissions (MRAs) are frequently used to measure outcomes in studies involving medication reviews. The process of identifying MRAs is subjective and time-consuming, and practical, validated alternatives are required. Objective The aim of this study was to develop and validate a practical tool to identify MRAs. Setting Uppsala University Hospital, Sweden. Method We reviewed existing literature on methods to identify MRAs. The tool AT-HARM10 was developed using an iterative process including content validity and feasibility testing. The tool’s inter-rater reliability (IRR) and criterion-related validity (CRV) were assessed: four pairs of either final-year undergraduate or postgraduate pharmacy students applied the tool to one of two batches of 50 older patients’ hospital admissions. Assessment of the same 100 admissions by two experienced clinicians acted as gold standard. Main outcome measure Cohen’s and Fleiss’ kappa for IRR, and sensitivity, specificity, and positive and negative predictive value for CRV. Results AT-HARM10 consists of ten closed questions to distinguish between admissions that are unlikely to be and those that are possibly medication-related. The IRR was moderate to substantial (Cohen’s kappa values were 0.45–0.75 and Fleiss’ kappa values were 0.46 and 0.58). The sensitivity and specificity values were 70/86% and 74/70%, positive and negative predictive values were 73/74% and 71/83% respectively. Both AT-HARM10 and the gold standard identified approximately 50% of the admissions as MRAs. Conclusion AT-HARM10 has been developed as a practical tool to identify MRAs and the tool is valid for use in older patients by final-year undergraduate and postgraduate pharmacy students.

Developing a learning health system: Insights from a qualitative process evaluation of a pharmacist-led electronic audit and feedback intervention to improve medication safety in primary care

INTRODUCTION

Developments in information technology offer opportunities to enhance medication safety in primary care. We evaluated the implementation and adoption of a complex pharmacist-led intervention involving the use of an electronic audit and feedback surveillance dashboard to identify patients potentially at risk of hazardous prescribing or monitoring of medicines in general practices. The intervention aimed to create a rapid learning health system for medication safety in primary care. This study aimed to explore how the intervention was implemented, adopted and embedded into practice using a qualitative process evaluation.

METHODS

Twenty two participants were purposively recruited from eighteen out of forty-three general practices receiving the intervention as well as clinical commissioning group staff across Salford UK, which reflected the range of contexts in which the intervention was implemented. Interviews explored how pharmacists and GP staff implemented the intervention and how this affected care practice. Data analysis was thematic with emerging themes developed into coding frameworks based on Normalisation Process Theory (NPT).

RESULTS

Engagement with the dashboard involved a process of sense-making in which pharmacists considered it added value to their work. The intervention helped to build respect, improve trust and develop relationships between pharmacists and GPs. Collaboration and communication between pharmacists and clinicians was primarily initiated by pharmacists and was important for establishing the intervention. The intervention operated as a rapid learning health system as it allowed for the evidence in the dashboard to be translated into changes in work practices and into transformations in care.

CONCLUSIONS

Our study highlighted the importance of the combined use of information technology and the role of pharmacists working in general practice settings. Medicine optimisation activities in primary care may be enhanced by the implementation of a pharmacist-led electronic audit and feedback system. This intervention established a rapid learning health system that swiftly translated data from electronic health records into changes in practice to improve patient care. Using NPT provided valuable insights into the ways in which developing relationships, collaborations and communication between health professionals could lead to the implementation, adoption and sustainability of the intervention.

Study Design and Evaluation of Risk Minimization Measures: A Review of Studies Submitted to the European Medicines Agency for Cardiovascular, Endocrinology, and Metabolic Drugs

Introduction

Studies measuring the effectiveness of risk minimization measures (RMMs) submitted by pharmaceutical companies to the European Medicines Agency are part of the post-authorization regulatory requirements and represent an important source of data covering a range of medicinal products and safety-related issues. Their objectives, design, and the associated regulatory outcomes were reviewed, and conclusions were drawn that may support future progress in risk minimization evaluation.

Methods

Information was obtained from risk management plans, study protocols, clinical study reports, and assessment reports of 157 medicinal products authorized for cardiovascular, endocrinology, and metabolic indications. We selected observational studies measuring, as outcomes of interest, the relationship between the RMMs in place and (1) implementation measures, such as clinical knowledge or physicians` compliance to recommendations contained in the RMMs; and (2) occurrence or reduced severity of the adverse drug reactions for which the RMMs were required.

Results

Of 59 eligible studies (24 completed, 35 ongoing), 44 assessed implementation measures, whereas only 15 assessed safety outcomes (1 study as a single endpoint and 14 studies with other endpoints). Fifty-one studies used non-experimental designs and 25 studies employed electronic healthcare databases for analysis. Of the 24 completed studies, 17 were considered satisfactory and supported immediate regulatory decision making, 6 were considered inconclusive and required new evaluations, and 1 was terminated early because new safety restrictions were required, thereby necessitating a new evaluation. Compliance with agreed deadlines was considered acceptable in 21 of 24 completed studies; the average time for a submission was 37 months (standard deviation ± 17), with differences observed by type of data source employed.

Conclusions

Three important gaps in the evaluation plans of RMMs were identified: lack of early feedback on implementation, limited evaluation of safety outcomes, and inability to provide information on the effectiveness from an integrated measurement of different elements of a set of risk minimization tools. More robust evidence is needed to advance regulatory science and support more rapid adjustment of risk minimization strategies as needed.

Electronic supplementary material

The online version of this article (doi:10.1007/s40264-017-0604-4) contains supplementary material, which is available to authorized users.

Adverse Drug Reactions, Power, Harm Reduction, Regulation and the ADRe Profiles

The power and influence of healthcare systems comes largely from the ability to prescribe efficacious medicine. However, medicine can sometimes cause harm rather than bring benefits. Systematically checking patients for the adverse effects of medicines, as listed in manufacturers' literature, would protect patients from iatrogenic harm, but this is rarely undertaken. We argue for the benefits of this approach using the example of the prescription of antipsychotics to older adults. Prescribing antipsychotics to control challenging behaviours associated with dementia is a controversial matter, and regulatory intervention is under discussion. Improved regulatory systems could protect against iatrogenic harm, such as over-sedation, falls, tremor, or drug-induced Parkinsonism. However, measuring the impact and outcomes of regulatory interventions has proved difficult, not least because there are rarely systematic records of all adverse effects of medicines. We indicate how regulatory initiatives to reduce antipsychotic prescribing can be supported by systematic monitoring and documentation of patients' signs and symptoms of putative adverse drug reactions. Monitoring documentation then provides the rationale and support for professionals' responses to identified problems. Longitudinal monitoring records would improve understanding of the impact and outcomes of adverse drug reactions (ADRs) on health and wellbeing, and the many costs of ADRs.

What is the epidemiology of medication errors, error-related adverse events and risk factors for errors in adults managed in community care contexts? A systematic review of the international literature

OBJECTIVE

To investigate the epidemiology of medication errors and error-related adverse events in adults in primary care, ambulatory care and patients' homes.

DESIGN

Systematic review.

DATA SOURCE

Six international databases were searched for publications between 1 January 2006 and 31 December 2015.

DATA EXTRACTION AND ANALYSIS

Two researchers independently extracted data from eligible studies and assessed the quality of these using established instruments. Synthesis of data was informed by an appreciation of the medicines' management process and the conceptual framework from the International Classification for Patient Safety.

RESULTS

60 studies met the inclusion criteria, of which 53 studies focused on medication errors, 3 on error-related adverse events and 4 on risk factors only. The prevalence of prescribing errors was reported in 46 studies: prevalence estimates ranged widely from 2% to 94%. Inappropriate prescribing was the most common type of error reported. Only one study reported the prevalence of monitoring errors, finding that incomplete therapeutic/safety laboratory-test monitoring occurred in 73% of patients. The incidence of preventable adverse drug events (ADEs) was estimated as 15/1000 person-years, the prevalence of drug-drug interaction-related adverse drug reactions as 7% and the prevalence of preventable ADE as 0.4%. A number of patient, healthcare professional and medication-related risk factors were identified, including the number of medications used by the patient, increased patient age, the number of comorbidities, use of anticoagulants, cases where more than one physician was involved in patients' care and care being provided by family physicians/general practitioners.

CONCLUSION

A very wide variation in the medication error and error-related adverse events rates is reported in the studies, this reflecting heterogeneity in the populations studied, study designs employed and outcomes evaluated. This review has identified important limitations and discrepancies in the methodologies used and gaps in the literature on the epidemiology and outcomes of medication errors in community settings.

Comorbidities, potentially dangerous and low therapeutic index medications: factors linked to emergency visits

This article aims to investigate the morbidities related to medications, their risk factors and causes detected in patients who seek the Hospital Emergency Service of a University in the South of Brazil. Data collection was based on application of a questionnaire to patients of a minimum age of 18 years, that signing the Term of Free and Informed Consent (TFIC), during the period from October 2013 to March 2014, and analysis of electronic record charts. Cases were evaluated by pharmacists and a doctor to define whether it was a case of medication related morbidity (MRM) and to establish its possible causes. Avoidability of MRM was verified based on criteria previously established in the literature. In total 535 patients were interviewed, and the frequency of MRM was 14.6%, Approximately 45% of MRMs were related to safety in the use of medications, and approximately 50% presented user-related questions as the possible cause. Hospitalization was required in 44.8% of MRM cases; 62.7% of cases were considered avoidable. Presence of chronic disease and use of potentially dangerous medication and low therapeutic index were considered independent factors associated with development of MRM, according to statistical analysis.