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Graduate Student Supervision
Doctoral Student Supervision
Dissertations completed in 2010 or later are listed below. Please note that there is a 6-12 month delay to add the latest dissertations.
Adherence to oral anticoagulants in patients with atrial fibrillation (2021)
Objective:The overall aim of this dissertation was to provide a better understanding of adherence to oral anticoagulants (OACs) in patients with atrial fibrillation (AF). Methods:Meta-analysis was used to summarize the current evidence on patients’ adherence. Population-based administrative data of British Columbia (BC) was used to develop a cohort of adults with AF. Random-effects multivariable regression modeling was used to develop and validate a method, called REWarDS, to estimate patient’s individualized daily dose of warfarin and facilitate measurement of adherence to this medication. OAC adherence was measured over follow-up by creating time windows. Group-based trajectory modeling was used to characterize adherence trajectories. Regression analyses were used to identify the factors associated with adherence, and adherence trajectories. Results:Systematic review and meta-analysis found that one year after therapy initiation patients, on average, miss 27% of their doses. REWarDS was found to be accurate with superior performance over current methods for estimating exposure to warfarin. 54% of the patients in the cohort were found to be nonadherent to their OAC, missing, on average, 32% of their doses. The greatest decline in adherence was observed in the first year of therapy. Patients were found to exhibit four distinct long-term adherence trajectories. Being on Vitamin K Antagonist (VKA) was associated with statistically significantly 13% higher adherence compared to being on Direct Oral Anticoagulants (DOAC). Over time, however, adherence increased for DOAC but decreased for VKA. Clinical and demographic factors, while readily available in administrative databases, do not have adequate discriminatory power to predict patients’ adherence trajectories. Conclusion:Adherence in patients with AF was found to be worse than previously understood. Identification of distinct long-term adherence trajectories revealed heterogeneity among nonadherent patients and compels tailoring interventions for different kinds of nonadherence patterns. Findings on the impact of drug class on adherence suggest that prescribers should not assume better adherence for DOACs based on their convenience. Overall, very few variables were identified to be independently associated with any specific adherence trajectory. Altogether, findings call for urgent interventions to improve adherence in patients with AF on both VKA and DOAC, particularly early after therapy initiation.
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Master's Student Supervision
Theses completed in 2010 or later are listed below. Please note that there is a 6-12 month delay to add the latest theses.
Causal Effect of Stroke on Subsequent Oral Anticoagulant Adherence in Patients with Atrial Fibrillation (CAUSAL-AF) (2025)
The full abstract for this thesis is available in the body of the thesis, and will be available when the embargo expires.
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Rural–urban disparities in oral anticoagulant prescribing patterns in patients with atrial fibrillation (2025)
The full abstract for this thesis is available in the body of the thesis, and will be available when the embargo expires.
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An analysis of heart failure reduced ejection fraction pharmacotherapy sequencing strategies (2023)
Introduction: Heart failure with reduced ejection fraction (HFrEF) is a debilitating condition that can be managed with pharmacotherapy, consisting of an angiotensin receptor- neprilysin inhibitor (ARNI), a beta-blocker (BB), a mineralocorticoid receptor antagonist (MRA), and a sodium-glucose cotransporter-2 inhibitor (SGLT2I). However, the optimal process of initiating and titrating these medications, known as sequencing strategy, is widely debated. Methods and Results: A scoping review was conducted to identify ambulatory sequencing strategies for treatment-naïve, de novo HFrEF patients, revealing a trend in the selection of attributes from the identified strategies, with a focus on expediting the initiation of quadruple therapy. Two attributes were found to heavily influence this trend: the number of medications initiated during the first visit and whether to prioritize initiation or titration. Based on these attributes, we developed a framework to classify sequencing strategies into 3 strategy types, and proposed 2 profiles to represent each type. A benefit-harm and cost-utility analysis was performed using an individual-based state-transition microsimulation model, where each profile was modeled in 2 versions with medication adjustment made fortnightly (a) or weekly (b). Probabilistic analysis of 10,000 trials and 1,000 samples with a willingness-to-pay threshold of $50,000/QALY were conducted, along with one-way sensitivity analysis, and 2 scenario analyses. The analysis demonstrated that the incremental cost-effectiveness among the different strategies is minimal, favoring more intensive strategies after considering benefits, harms and costs. In the base scenario, “simultaneous” sequencing strategy with fortnightly adjustment (Profile 6a) was most likely to be cost-effective. However, in the scenario where sub-target doses were assumed to be ineffective, strategies involved weekly adjustment were more likely to be optimal compared to fortnightly adjustment. In the scenario where medication adjustments were stopped after 3 months, “traditional” sequencing strategy with fortnightly adjustment (Profile 1a) failed to achieve quadruple therapy, resulting in substantially fewer benefits.Conclusions: There was a noticeable trend towards prioritizing the speed of sequencing HFrEF quadruple therapy in the literature. However, this analysis revealed that the incremental cost-effectiveness among the different strategies was marginal. The key factor determining optimal outcomes was the successful establishment of patients on quadruple therapy within a reasonable timeframe.
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Oral anticoagulant switching in patients with atrial fibrillation (2022)
Introduction: Atrial fibrillation (AF) is the most common clinically significant heart arrhythmia. AF increases the risk of stroke or systemic embolism (SSE) by 3-5 times. Oral anticoagulants (OACs) reduce the risk of SSE in AF patients. Given the differing attributes of the five available OACs, the valuation or preferences of AF patients and the different timelines of approval of the OACs, switching is expected.Objective: To comprehensively describe OAC switching among Canadian patients with AF and to characterize the potential benefits of OAC switching using administrative health data.Methods: A scoping review was used to map the available evidence on OAC switching in patients with AF. To evaluate OAC switching, a longitudinal study was conducted using an established cohort of adult AF patients, using population-based administrative health data in British Columbia (BC). Switching was defined as a change from one OAC to another with ≤30 days gap between the prescriptions. The patterns of OAC switches and switchbacks for patients with more than one switch were characterized. Multivariable Cox regression was used to determine factors associated with OAC switching. A Delphi process was used to develop a taxonomy on the beneficial effects of OAC switching which was applied to information on OAC switching from the longitudinal study using administrative health data.Results: The scoping review revealed many gaps in the literature. Among the cohort of patients with AF in BC, OAC switching was common with 25% of patients in the cohort experiencing at least one switch. Up to 26% of patients on each OAC experienced a switchback to an OAC they had been on before. Stroke, heart failure and vascular disease had the highest hazards for switches between OAC classes. Potential safety, effectiveness, convenience, economic and, drug-interaction benefits to OAC switches were observed.Conclusion: I showed the extent of OAC switching in AF patients and the potential beneficial attributes. Apixaban is increasingly becoming the OAC to switch to. There are more convenience and drug-interaction benefits to OAC switches observed compared to effectiveness, safety and economic benefits. Findings may be useful in AF patient education, health policies, and OAC reimbursement criteria.
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Assessment of atrial fibrillation patients' education needs (2018)
Introduction: Education facilitates construction of a correct illness representation, corrects beliefs about medications and improves patients’ illness-treatment coherence. There is no consensus on the best education strategy for atrial fibrillation (AF) patients. Identifying patients’ education needs is the first step towards development of an effective education program.Purpose: The overall aim of this thesis was to provide insights into AF patients’ education needs from patient and clinician viewpoints, and to inform the design of AF patient education programs and initiatives.Methods: The current evidence on AF patients’ knowledge gaps was summarized through a literature review. This was followed by a qualitative descriptive study utilizing semi-structured interviews with patients and clinicians who were recruited through purposive sampling. All interviews were conducted by a Master of science student. The interviews were conducted in English, in a private room or over the phone, without the presence of any non-participants. Each interview lasted approximately 30 minutes and was audio-recorded. Verbatim transcripts were generated within three days of the interview. The reporting of this qualitative study conforms to the Standards for Reporting Qualitative Research (SQRQ) and the Consolidated Criteria for Reporting Qualitative Research (COREQ).Analysis: The analysis of the data was iterative, occurring as interviews proceeded. The interview guides were revised frequently based on the emerging data. The data collected were analyzed through inductive qualitative thematic analysis. Data from patients and clinicians were analyzed independently.Results: Eleven clinicians and ten patients were interviewed. Clinician and patient interviews led to emergence of three and four themes, respectively. This research went beyond identification of knowledge gaps by offering a rich description on patients’ misconceptions, information seeking behavior, education style preferences, attitudes towards online education, expectations of an education program, emotional education needs, preferences for risk communication, and clinicians’ views on the topic. A key finding of my study was the identification of patients’ emotional education needs: the need for education that addresses patients’ concerns and relieves their anxiety. Summarizing my study findings, I offered a set of recommendations that can be used by those involved in educating AF patients.
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Publications
- Association of ischaemic stroke/TIA with subsequent oral anticoagulant adherence in patients with atrial fibrillation: a scoping review (2026)
BMJ Open, - Experiences of Patients With Atrial Fibrillation Using Technology to Personalize Self-Care Decision-Making: Interpretive Description Study (2026)
JMIR Cardio, - Optimal adherence thresholds for oral anticoagulants in patients with atrial fibrillation using machine learning and population administrative data (2026)
Journal of Thrombosis and Haemostasis, - Patients' Perceptions of Pharmacist Prescribing for Minor Ailments and Contraception in British Columbia, Canada (2026)
JACCP: JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY, - A provincial survey of patient experiences while receiving care from pharmacists in team-based primary care in British Columbia, Canada (2025)
International Journal of Clinical Pharmacy, - Comparison of Quadruple Therapy Sequencing Strategies for Heart Failure With Reduced Ejection Fraction (2025)
Journal of the American Heart Association, - Effect of P2Y12 Inhibitors on Major Adverse Cardiovascular Events After Coronary Artery Bypass Graft Surgery: A Population‐Based Cohort Study (2025)
Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy, - Optimal adherence thresholds for oral anticoagulants in patients with atrial fibrillation using machine learning and population administrative data (2025)
- Social Determinants of Health and Racial Disparities in Lung Function: Findings from the National Health and Nutrition Examination Survey, 2007–2012 (2025)
American Journal of Respiratory and Critical Care Medicine, - Association Between Oral Anticoagulant Adherence and Serious Clinical Outcomes in Patients With Atrial Fibrillation: A Long‐Term Retrospective Cohort Study (2024)
Journal of the American Heart Association, - Effect of Angiotensin‐Converting Enzyme Inhibitors and Angiotensin Receptor Blockers After Coronary Artery Bypass Graft Surgery: A Population‐Based Cohort Study (2024)
Journal of the American Heart Association, - Association between oral anticoagulant adherence and serious clinical outcomes in patients with atrial fibrillation: A long-term retrospective cohort study (2023)
- Oral anticoagulant switching in patients with atrial fibrillation: a scoping review (2023)
BMJ Open, - Patients’ Experiences With the Fit of Virtual Atrial Fibrillation Care During the Pandemic: Qualitative Descriptive Study (2023)
JMIR Cardio, - Telehealth Satisfaction in Patients Receiving Virtual Atrial Fibrillation Care: Quantitative Exploratory Study (2023)
JMIR Human Factors, - Telehealth Satisfaction in Patients Receiving Virtual Atrial Fibrillation Care: Quantitative Exploratory Study (Preprint) (2023)
- Usability and Feasibility Testing of an Atrial Fibrillation Educational Website with Patients Referred to an Atrial Fibrillation Specialty Clinic (2023)
International Journal of Environmental Research and Public Health, - Satisfaction with oral anticoagulants in patients with atrial fibrillation: A prospective observational study (2021)
CJC Open, - Assessment of atrial fibrillation patients' education needs from patient and clinician perspectives: A qualitative descriptive study (2019)
Thrombosis Research, 173, 109-116 - Assessment of Condition and Medication Knowledge Gaps Among Atrial Fibrillation Patients: A Systematic Review and Meta-analysis (2019)
Annals of Pharmacotherapy, 53 (8), 773--785 - Evaluating the Effect of a Patient Decision Aid for Atrial Fibrillation Stroke Prevention Therapy (2019)
Annals of Pharmacotherapy, 53 (7), 665--674 - Health authority pharmacists' perceptions of independent pharmacist prescribing (2019)
Canadian Journal of Hospital Pharmacy, 72 (3), 185-193 - Higher versus lower doses of ACE inhibitors, angiotensin-2 receptor blockers and betablockers in heart failure with reduced ejection fraction: Systematic review and meta-analysis (2019)
PLoS ONE, 14 (2) - Learner : preceptor ratios for practice-based learning across health disciplines: a systematic review (2017)
Medical Education, 51 (2), 146-157 - Patient preferences regarding atrial fibrillation stroke prophylaxis in patients at potential risk of atrial fibrillation (2017)
International Journal of Clinical Pharmacy, 39 (2), 468-472 - Patient values and preferences for antithrombotic therapy in atrial fibrillation: A narrative systematic review (2017)
Thrombosis and Haemostasis, 117 (6), 1007-1022 - A quantitative and qualitative assessment of the utilization of mobile computing devices by clinical pharmacists (2016)
Health Policy and Technology, 5 (3), 285-290 - Design and implementation of an integrated medication management curriculum in an entry-to-practice doctor of pharmacy programme (2016)
Pharmacy Education, 16 (1), 122-130 - A Canadian survey of pharmacist participation during cardiopulmonary resuscitation (2015)
Canadian Journal of Hospital Pharmacy, 68 (4), 290-295 - Pharmacists' perceptions of the influence of interactions with the pharmaceutical industry on clinical decision-making (2015)
Canadian Journal of Hospital Pharmacy, 68 (5), 378-385 - Probiotics for preventing urinary tract infections in adults and children (2015)
Cochrane Database of Systematic Reviews, 2015 (12) - Should the postgraduate year 2 (PGY-2) residency be focused on advanced pharmacy practice training? (2015)
Canadian Journal of Hospital Pharmacy, 68 (6), 485-486 - Are the new guidelines for the use of lipid-lowering agents sound, and should their adoption be encouraged? (2014)
Canadian Journal of Hospital Pharmacy, 67 (3), 246-247 - Clinician-driven value scoring to prioritise quality actions: A study of general medicine hospital pharmacists (2014)
Journal of Pharmaceutical Health Services Research, 5 (2), 103-108 - Ethical issues in pharmacy practice research: An introductory guide (2014)
Canadian Journal of Hospital Pharmacy, 67 (2), 133-137 - Integration of Smartphones into clinical pharmacy practice: An evaluation of the impact on pharmacists' efficiency (2014)
Health Policy and Technology, 3 (4), 296-305 - The effect of transitioning from residency to pharmacy practice on learning style (2014)
American Journal of Pharmaceutical Education, 78 (8) - Learning styles and teaching perspectives of Canadian pharmacy practice residents and faculty preceptors (2013)
American Journal of Pharmaceutical Education, 77 (8) - Online versus live delivery of education to pharmacists in a large multicentre health region: A non-inferiority assessment of learning outcomes (2013)
Canadian Journal of Hospital Pharmacy, 66 (4), 233-240 - Diagnostic reasoning by hospital pharmacists: Assessment of attitudes, knowledge, and skills (2012)
Canadian Journal of Hospital Pharmacy, 65 (4), 258-264 - Reasons for non-use of proven pharmacotherapeutic interventions: Systematic review and framework development (2012)
Journal of Evaluation in Clinical Practice, 18 (1), 49-55 - Should all pharmacists responsible for pharmacotherapeutic management of patients with complex or special drug therapy needs have certification from the board of pharmacy specialties? (2012)
Canadian Journal of Hospital Pharmacy, 65 (3), 231-233 - Improving the quality of clinical pharmacy services: A process to identify and capture high-value "quality actions" (2011)
Canadian Journal of Hospital Pharmacy, 64 (1), 42-47 - Risk of bleeding with oral anticoagulants: An updated systematic review and performance analysis of clinical prediction rules (2011)
Annals of Hematology, 90 (10), 1191-1200 - Survey of graduates of the British Columbia pharmacy practice residency programs, 1973-2009 (2011)
Canadian Journal of Hospital Pharmacy, 64 (6), 419-425 - Do Emergency Physicians Attribute Drug-Related Emergency Department Visits to Medication-Related Problems? (2010)
Annals of Emergency Medicine, 55 (6) - Pharmacists' perceptions of the impact of care they provide (2010)
Pharmacy Practice, 8 (2), 89-95 - Quality and usability of common drug information databases (2010)
Canadian Journal of Hospital Pharmacy, 63 (2), 130-137 - Should a process be developed to recognize "pharmacy practice residency equivalency" for pharmacists with substantial clinical experience who have not completed a pharmacy practice residency? (2010)
Canadian Journal of Hospital Pharmacy, 63 (6), 454-457 - Reasons for non-use of proven interventions for hospital inpatients: Pharmacists' perspectives (2009)
Canadian Journal of Hospital Pharmacy, 62 (5), 381-385 - Should the window for intravenous administration of tissue plasminogen activator in the treatment of acute ischemic stroke be extended to 4.5 hours? (2009)
Canadian Journal of Hospital Pharmacy, 62 (3), 248-251 - Implementation of proven interventions in general medical inpatients: Development and evaluation of a new quality indicator for drug therapy (2008)
Quality and Safety in Health Care, 17 (4), 269-274 - Incidence, severity and preventability of medication-related visits to the emergency department: A prospective study (2008)
CMAJ, 178 (12), 1563-1569 - Adding "value" to clinical practice guidelines (2007)
Canadian Family Physician, 53 (8) - The risk of bleeding with warfarin: A systematic review and performace analysis of clinical prediction rules (2007)
Thrombosis and Haemostasis, 98 (5), 980-987 - A retrospective evaluation of adherence to guidelines for prevention of thromboembolic events in general medical inpatients (2006)
Canadian Journal of Hospital Pharmacy, 59 (5), 258-263 - Opportunities for optimizing pantoprazole therapy in patients with acute upper gastrointestinal bleeding (2006)
Hospital Pharmacy, 41 (4), 354-360 - Dissemination of results needs to be tracked as well as the funding is [6] (2005)
British Medical Journal, 331 (7514), 456 - Documenting drug-related problems with personal digital assistance in a multisite health system (2005)
American Journal of Health-System Pharmacy, 62 (17), 1782-1787 - The other side of the bezafibrate infarction prevention trial data [6] (multiple letters) (2005)
Archives of Internal Medicine, 165 (20), 2431-2432 - Misplaced allegations [1] (multiple letters) (2004)
Canadian Medical Association Journal, 170 (8), 1207 - Selection of Atypical Antipsychotics for the Management of Schizophrenia (2004)
Annals of Pharmacotherapy, 38 (2), 313-319 - Bedside calculation of stroke risk in patients with atrial fibrillation (2003)
American Journal of Health-System Pharmacy, 60 (5), 427-429 - Randomized, Double-Blind Trial of Dolasetron Versus Droperidol for Prophylaxis of Postoperative Nausea and Vomiting in Patients Undergoing TRAM Flap Breast Reconstruction Surgery (2003)
Annals of Plastic Surgery, 51 (5), 472-477 - Systematic reviews in emergency medicine: Part I. Background and general principles for locating and critically appraising reviews (2003)
Canadian Journal of Emergency Medicine, 5 (5), 331-335 - Systematic reviews in emergency medicine: Part II. Critical appraisal of review quality, data synthesis and result interpretation (2003)
Canadian Journal of Emergency Medicine, 5 (6), 406-411 - A response to the ACP-ASIM position paper on pharmacist scope of practice (2002)
American Journal of Health-System Pharmacy, 59 (15), 1453-1456 - Anti-emetics in development (2002)
Expert Opinion on Investigational Drugs, 11 (6), 801-805 - Review of the selective COX-2 inhibitors celecoxib and rofecoxib: Focus on clinical aspects (2002)
Canadian Journal of Emergency Medicine, 4 (4), 268-275 - Cost-utility analysis of tissue plasminogen activator therapy for acute ischaemic stroke: A canadian healthcare perspective (2001)
PharmacoEconomics, 19 (9), 927-936 - Meta-analysis of proton pump inhibitors in treatment of bleeding peptic ulcers (2001)
Annals of Pharmacotherapy, 35 (12), 1528-1534 - 5-HT3 receptor antagonists vs traditional agents for the prophylaxis of postoperative nausea and vomiting (2000)
Canadian Journal of Anesthesia, 47 (10), 1008-1018 - Erratum: Systemic review of the treatment of early Lyme disease (Drugs (1999) 57 (2) (157-173)) (2000)
Drugs, 59 (3), 476 - Cost-effectiveness of prophylactic dolasetron or droperidol vs rescue therapy in the prevention of PONV in ambulatory gynecologic surgery (1999)
Canadian Journal of Anaesthesia, 46 (6), 536-543 - Influence of the methods of reporting clinical trial results on pharmacists' willingness to recommend drug therapy (1999)
Canadian Journal of Hospital Pharmacy, 52 (3), 145-149 - Medication-induced headache: Overview and systematic review of therapeutic approaches (1999)
Annals of Pharmacotherapy, 33 (1), 61-72 - Systematic review of the treatment of early Lyme disease (1999)
Drugs, 57 (2), 157-173 - Losartan as an alternative to ACE inhibitors in patients with renal dysfunction (1998)
Annals of Pharmacotherapy, 32 (10), 1096-1098 - The efficacy and safety of combination warfarin and ASA therapy: A systematic review of the literature and update of guidelines (1998)
Canadian Journal of Cardiology, 14 (5), 717-726 - PharmaNet database and seamless care [1] (1997)
Canadian Journal of Hospital Pharmacy, 50 (4), 160-161
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