Implementation of Patient Blood Management in Orthotopic Heart Transplants: A Single Centre Retrospective Observational Review.

BACKGROUND: Blood transfusion in the perioperative cardiothoracic setting has accepted risks including deep sternal wound infection, increased intensive care unit length of stay, lung injury, and cost. It has an immunomodulatory effect which may cause allo-immunisation. This may influence long-term survival through immune-mediated factors. Targeting coagulation defects to reduce unnecessary or inappropriate transfusions may reduce these complications. METHODS: In 2012, an institution-wide patient blood management evidence-based algorithmic bleeding management protocol was implemented at The Prince Charles Hospital, Brisbane, Australia. The benefit of this has been previously reported in our lung transplant and cardiac surgery (excluding transplants) cohorts. This study aimed to investigate the effect of this on our orthotopic heart transplant recipients. RESULTS: After the implementation of the protocol, despite no difference in preoperative haemoglobin levels and higher risk patients (EuroSCORE 20 vs 26; p=0.013), the use of packed red blood cells (13.0 U vs 4.4 U; p=0.046) was significantly lower postoperatively and fresh frozen plasma was significantly lower both intra- and postoperatively (7.4 U vs 0.6 U; p<0.001, and 3.3 U vs 0.6 U; p=0.011 respectively). Concurrently, the use of prothrombin complex concentrate (33% vs 78%; p<0.001) and desmopressin (5% vs 22%; p=0.0028) was significantly higher in the post-protocol group, while there was less use of recombinant factor VIIa (15% vs 4%; p=0.058). Intraoperative units of cryoprecipitate also rose from 0.9 to 2.0 (p=0.006). CONCLUSIONS: We have demonstrated that a targeted patient blood management protocol with point-of-care testing for heart transplant recipients is correlated with fewer blood products used postoperatively, with some increase in haemostatic products and no evidence of increased adverse events.

Pharmacophenotype identification of intensive care unit medications using unsupervised cluster analysis of the ICURx common data model.

BACKGROUND: Identifying patterns within ICU medication regimens may help artificial intelligence algorithms to better predict patient outcomes; however, machine learning methods incorporating medications require further development, including standardized terminology. The Common Data Model for Intensive Care Unit (ICU) Medications (CDM-ICURx) may provide important infrastructure to clinicians and researchers to support artificial intelligence analysis of medication-related outcomes and healthcare costs. Using an unsupervised cluster analysis approach in combination with this common data model, the objective of this evaluation was to identify novel patterns of medication clusters (termed 'pharmacophenotypes') correlated with ICU adverse events (e.g., fluid overload) and patient-centered outcomes (e.g., mortality). METHODS: This was a retrospective, observational cohort study of 991 critically ill adults. To identify pharmacophenotypes, unsupervised machine learning analysis with automated feature learning using restricted Boltzmann machine and hierarchical clustering was performed on the medication administration records of each patient during the first 24 h of their ICU stay. Hierarchical agglomerative clustering was applied to identify unique patient clusters. Distributions of medications across pharmacophenotypes were described, and differences among patient clusters were compared using signed rank tests and Fisher's exact tests, as appropriate. RESULTS: A total of 30,550 medication orders for the 991 patients were analyzed; five unique patient clusters and six unique pharmacophenotypes were identified. For patient outcomes, compared to patients in Clusters 1 and 3, patients in Cluster 5 had a significantly shorter duration of mechanical ventilation and ICU length of stay (p < 0.05); for medications, Cluster 5 had a higher distribution of Pharmacophenotype 1 and a smaller distribution of Pharmacophenotype 2, compared to Clusters 1 and 3. For outcomes, patients in Cluster 2, despite having the highest severity of illness and greatest medication regimen complexity, had the lowest overall mortality; for medications, Cluster 2 also had a comparably higher distribution of Pharmacophenotype 6. CONCLUSION: The results of this evaluation suggest that patterns among patient clusters and medication regimens may be observed using empiric methods of unsupervised machine learning in combination with a common data model. These results have potential because while phenotyping approaches have been used to classify heterogenous syndromes in critical illness to better define treatment response, the entire medication administration record has not been incorporated in those analyses. Applying knowledge of these patterns at the bedside requires further algorithm development and clinical application but may have the future potential to be leveraged in guiding medication-related decision making to improve treatment outcomes.

Netnography: A novel methodology for nursing research.

AIM: The aim of this paper is to critically reflect on our team's experience of using netnography to explore vaccine-hesitant parents and pregnant women, a group who have traditionally been difficult to recruit to research studies and a methodology that is underutilized in nursing research. DESIGN: This paper takes the form of a discussion paper that will utilize data obtained from a qualitative netnographic study. Relevant literature was searched including 2015-2023. METHOD: This paper utilized data obtained from a qualitative study that used netnography as methodology and an online minable data source. Netnography is a relatively new methodology that uses the online environment to explore digital cultures and study networked society. It pays particular attention to cultural insights and conditions that impact the human experience. This methodology is particularly relevant to nursing research which is often humanistic and always conducted to ensure optimal patient outcomes. RESULTS: Using netnography for the first time has resulted in four main insights. These include the adaptability of the process; the creativity involved in designing the site; the ready acceptance of the site by participants and the co-creation knowledge that resulted. CONCLUSIONS: Netnography is a creative methodology that was successful in accessing and engaging the vaccine-hesitant community, a group who are often marginalized. Netnography has the advantage of using a platform that is familiar and safe for many people and provides access to an extensive minable data source.

A Multicenter Observational Cohort Study of Angiotensin II in Shock.

INTRODUCTION: Angiotensin II (Ang-2) is a non-catecholamine vasopressor that targets the renin-angiotensin-aldosterone system by agonism of the angiotensin type 1 receptor. Its utility as a vasopressor and a catecholamine-sparing agent was demonstrated in the pivotal ATHOS-3 trial, and numerous post-hoc analyses have shown reduced mortality in certain subsets of the population. METHODS: Consecutive adult patients at 5 centers who received Ang-2 from 2017-2020 were included in this multicenter, retrospective observational cohort study. Patient demographics, hemodynamics, and adverse events were collected. The primary outcomes of the study were the mean difference in MAP and norepinephrine (NEpi)-equivalent dose at hours 0 and 3 following initiation of Ang-2 therapy. RESULTS: One hundred and sixty-two patients were included in this study. The primary outcomes of an increase in MAP (mean difference 9.3 mmHg, 95% CI 6.4-12.1, p < 0.001) and a reduction in NEpi equivalent dose (mean difference 0.16 µg/kg/min, 95% CI 0.10-0.22, p < 0.001) between hours 0 and 3 were statistically significant. The median time to reach a MAP ≥65 was 16 minutes (IQR 5-60 min). After stratifying patients by the NED dose and number of vasopressors administered prior to the initiation of Ang-2, those with a NED dose < 0.2 µg/kg/min, NED dose < 0.3 µg/kg/min, or those on ≤ 3 vasopressors had a significantly greater reduction in NED by hour 3 than those patients above these thresholds. CONCLUSION: Ang-2 is an effective vasopressor and reduces catecholamine dose significantly. Its effect is rapid, with target MAP obtained within 30 minutes in most patients. Given the critical importance of adequate blood pressure to organ perfusion, Ang-2 should be considered when target MAP cannot be achieved with conventional vasopressors. Ang-2 should be utilized early in the course of shock, before the NED dose exceeds 0.2-0.3 µg/kg/min and before the initiation of the fourth-line vasopressor.

Productivity Tracking: A Survey of Critical Care Pharmacist Practices and Satisfaction.

Introduction: The position paper on critical care pharmacy services describes two tiers of responsibilities: essential and desirable activities. Activities are categorized into five domains: patient care, quality improvement, research and scholarship, training and education, and professional development. Documentation of these activities can be important for justifying pharmacist positions, comparing pharmacy practice models, conducting performance evaluations, and tracking individual workload; however, limited recommendations are provided for standardized productivity tracking, and national practices remain largely uncharacterized. Objectives: The purpose of this survey was to describe documentation practices of critical care pharmacist activities. Methods: A cross-sectional survey was distributed via email to 1694 members of the ACCP critical care practice research network. The survey asked respondents to describe the methods used to document productivity as it relates to the 5 domains. Results: Seventy-nine (4.7%) critical care pharmacists from 63 institutions completed the survey. Intervention documentation was used for position justification and annual reviews among 54.4% and 44.1% of pharmacists, respectively. Pharmacists were routinely expected to perform additional responsibilities beyond patient care that contribute to overall productivity, but the percentage of institutions that track these activities as a measure of pharmacist productivity was relatively low: quality improvement (46%), research/scholarship (29%), training/education (38%), and professional development (27%). Documentation of these additional responsibilities and activities was primarily used for annual evaluations, but the majority of respondents answered that no standardized method for tracking activities existed. In multivariate regression, dedicated ICU pharmacists was a significant predictor for increased satisfaction (Exp(ß) 4.498, 95% CI 1.054-19.187, P = .042). Conclusion: Practice variation exists in how and for what intent critical care pharmacists track productivity. Further evaluation and standardization of productivity tracking may aid in position justification and practice model evaluation for dedicated ICU pharmacists in today's value-based era.

Effects of Propofol on Hemodynamic Profile in Adults Receiving Targeted Temperature Management.

Background: Propofol is a key component for the management of sedation and shivering during targeted temperature management (TTM) following cardiac arrest. The cardiac depressant effects of propofol have not been described during TTM and may be especially relevant given the stress to the myocardium following cardiac arrest. The purpose of this study is to describe hemodynamic changes associated with propofol administration during TTM. Methods: This single center, retrospective cohort study evaluated adult patients who received a propofol infusion for at least 30 minutes during TTM. The primary outcome was the change in cardiovascular Sequential Organ Failure Assessment (cvSOFA) score 30 minutes after propofol initiation. Secondary outcomes included change in systolic blood pressure (SBP), mean arterial pressure (MAP), heart rate (HR), and vasopressor requirements (VR) expressed as norepinephrine equivalents at 30, 60, 120, 180, and 240 minutes after propofol initiation. A multivariate regression was performed to assess the influence of propofol and body temperature on MAP, while controlling for vasopressor dose and cardiac arrest hospital prognosis (CAHP) score. Results: The cohort included 40 patients with a median CAHP score of 197. The goal temperature of 33°C was achieved for all patients. The median cvSOFA score was 1 at baseline and 0.5 at 30 minutes, with a non-significant change after propofol initiation (P = .96). SBP and MAP reductions were the greatest at 60 minutes (17 and 8 mmHg; P < .05 for both). The median change in HR at 120 minutes was -9 beats/minute from baseline. This reduction was sustained through 240 minutes (P < .05). No change in VR were seen at any time point. In multivariate regression, body temperature was the only characteristic independently associated with changes in MAP (coefficient 4.95, 95% CI 1.6-8.3). Conclusion: Administration of propofol during TTM did not affect cvSOFA score. The reductions in SBP, MAP, and HR did not have a corresponding change in vasopressor requirements and are likely not clinically meaningful. Propofol appears to be a safe choice for sedation in patients receiving targeted temperature management after cardiac arrest.

Hidden Fluids in Plain Sight: Identifying Intravenous Medication Classes as Contributors to Intensive Care Unit Fluid Intake.

Introduction: Fluid stewardship targets optimal fluid management to improve patient outcomes. Intravenous (IV) medications, flushes, and blood products, collectively referred to as hidden fluids, contribute to fluid intake in the intensive care unit (ICU). The impact of specific IV medications on fluid intake is unknown. Objective: Characterize IV medication classes based on contribution to ICU fluid intake by frequency of administration and total volume infused to identify targets for fluid stewardship. Methods: This multi-center, retrospective nested cohort study included patients admitted to a medical or surgical ICU between January 2017 and December 2018. The primary outcome was to identify the volume contribution of specific IV medication classes administered over the first 3 ICU days. Secondary outcomes were the administration frequency of these medications and their proportion of total daily volume intake over the first 3 ICU days. Results: The study included 210 patients. The largest mean administration volumes over the course of the first 3 ICU days were attributed to antibacterials (968 ± 846 mL), vitamins/minerals/electrolytes (416 ± 935 mL), pain/agitation/delirium agents (310 ± 512 mL), and vasoactive agents (282 ± 744 mL). The highest frequencies over the course of the first 3 ICU days were attributed to antibacterials (n = 180; 86%), pain/agitation/delirium agents (n = 143; 68%), vitamins/minerals/electrolytes (n = 123; 59%), and vasoactive agents (n = 96; 46%). IV medications contributed 2601 ± 2573 mL of fluid volume per patient over the first 3 ICU days, accounting for 42% ± 29% of overall volume. Conclusion: IV medications contribute over 40% of total fluid intake within the first 3 days of ICU admission, with antibacterials as top contributors by administration volume and frequency. Future research implementing fluid stewardship to ICU fluid sources, such as concentrating IV medications, switching IV medications to oral formulations, de-escalation of antibacterials, and reduction of maintenance fluids, should be performed to minimize hidden fluids from IV medications.

Sepsis With Preexisting Heart Failure: Management of Confounding Clinical Features.

Preexisting heart failure (HF) in patients with sepsis is associated with worse clinical outcomes. Core sepsis management includes aggressive volume resuscitation followed by vasopressors (and potentially inotropes) if fluid is inadequate to restore perfusion; however, large fluid boluses and vasoactive agents are concerning amid the cardiac dysfunction of HF. This review summarizes evidence regarding the influence of HF on sepsis clinical outcomes, pathophysiologic concerns, resuscitation targets, hemodynamic interventions, and adjunct management (ie, antiarrhythmics, positive pressure ventilatory support, and renal replacement therapy) in patients with sepsis and preexisting HF. Patients with sepsis and preexisting HF receive less fluid during resuscitation; however, evidence suggests traditional fluid resuscitation targets do not increase the risk of adverse events in HF patients with sepsis and likely improve outcomes. Norepinephrine remains the most well-supported vasopressor for patients with sepsis with preexisting HF, while dopamine may induce more cardiac adverse events. Dobutamine should be used cautiously given its generally detrimental effects but may have an application when combined with norepinephrine in patients with low cardiac output. Management of chronic HF medications warrants careful consideration for continuation or discontinuation upon development of sepsis, and ß-blockers may be appropriate to continue in the absence of acute hemodynamic decompensation. Optimal management of atrial fibrillation may include ß-blockers after acute hemodynamic stabilization as they have also shown independent benefits in sepsis. Positive pressure ventilatory support and renal replacement must be carefully monitored for effects on cardiac function when HF is present.

Pharmacist perceptions of CliftonStrengths® themes important for success in advanced cardiovascular life support.

WHAT IS KNOWN AND OBJECTIVE: Advanced Cardiovascular Life Support (ACLS) is an integrated, team-based approach to optimizing patient outcomes during acute cardiovascular events. Due to the fast-paced, high-stress environment, inherent strengths may impact performance and confidence with ACLS skills. The objective of this study was to assess pharmacist perceptions regarding strengths deemed important during emergency cardiovascular response. METHODS: An electronic survey was administered to members of the American College of Clinical Pharmacists Critical Care, Cardiology, Internal Medicine, Emergency Medicine and Pediatrics Practice and Research Network listservs. The survey assessed the top 5 strengths deemed important for being part of an emergency response team, a pharmacist's role in ACLS and a team leader's role in ACLS. The primary outcome was top strengths required for pharmacist involvement in ACLS. Descriptive statistics were used to present survey results. RESULTS: Of the 359 responses included, nearly all respondents had been certified by the American Heart Association in ACLS and/or Pediatric Advanced Life Support (PALS). The top CliftonStrengths® themes considered important for a pharmacist's role in ACLS were communication, adaptability, analytical, focus and responsibility. The top CliftonStrengths® themes considered important for the team leader's role in ACLS were communication, command, analytical, focus and adaptability. The top CliftonStrengths® themes important for an emergency response team were communication, adaptability, focus, analytical and command. WHAT IS NEW AND CONCLUSIONS: By determining the personality traits perceived to be associated with high performance in ACLS, approaches can be taken to personalize student learning in order to train "practice-ready" pharmacists that can be integral members of the ACLS team.

Prescribing of Pressor Agents in Septic Shock: A Survey of Critical Care Pharmacists.

Background: Pressor agents are recognized as high-alert medications by the Institute for Safe Medication Practices, but little evidence is available to guide their use in septic shock. Objective: Characterize the use of pressor agents for septic shock in clinical practice. Methods: A cross-sectional electronic survey assessing demographics, institutional practices, and respondent perceptions related to pressor agents was distributed to the American College of Clinical Pharmacy Critical Care Practice and Research Network. The primary outcome was the use of a weight-based dosing (WBD) strategy versus non-WBD strategy for norepinephrine. Descriptive statistics were used to summarize survey results. Binary logistic regression was performed to determine variables associated with dosing strategies. Results: The survey was completed by 223 respondents. The typical respondent worked in a medical or mixed intensive care unit at a teaching hospital and had training and/or board certification beyond the Doctor of Pharmacy degree. Nearly all respondents (n = 221, 99%) reported norepinephrine as the first-line vasopressor for septic shock; however, 38% used WBD and 60% used non-WBD. In logistic regression, respondents located in the South and practicing at institutions with larger numbers of intensive care unit beds were more likely to use WBD for norepinephrine infusions. Similar findings were observed with epinephrine and phenylephrine. Conclusion: Wide variability exists in prescribing patterns of pressor agents and in pharmacist perceptions regarding best practices. The use of WBD varied based on institutional characteristics and resulted in higher maximum allowable infusion rates of pressor agents. Future research should compare dosing strategies to identify associations with patient outcomes.

Defining the "ideal state": A primer on critical care pharmacy practice models.

DISCLAIMER: In an effort to expedite the publication of articles, AJHP is posting manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. PURPOSE: Critical care pharmacists (CCPs) have been clearly established as value-added members of the interprofessional team, and their contributions positively impact patient outcomes in the intensive care unit (ICU). Despite this, not every critically ill patient in the US receives care from a CCP and the model through which CCPs practice is variable, which has important implications. The purpose of this primer is to review current CCP models and discuss elements of the optimal CCP practice model. SUMMARY: Current CCP practice models are defined, including the drug processing and dispensing model, clinical pharmacy specialist model, integrated pharmacy generalist model, and hybrid model, as well as unit-based vs service-based models. The optimal CCP practice model considers the Triple Domain of CCP workload, which includes direct patient care, indirect patient care, and professional service. Elements of the ideal CCP practice model including 24/7/365 CCP services, unit- vs service-based models, prescriptive authority, operational support, and CCP-to-patient ratio are discussed. Other vital elements include protected offline time, use of appropriate workload metrics, development of career ladders, opportunities for professional development, and providing wellness resources. The ideal CCP practice model must also be considered through the lens of the patient and medical team, the CCP, the institution, and professional organizations. Strategies for optimizing current CCP practice models are provided, and application of optimal CCP practice model elements is explored through 5 case studies. CONCLUSION: The optimal CCP practice model includes multiple elements and incorporates the viewpoints of patients, providers, CCPs, institutions, and professional organizations; this model will increase access of all ICU patients to CCPs, enhance the scope of CCP cognitive services, and ensure the economic sustainability of CCP practice while establishing CCP involvement in activities outside of patient care and in professional service.

Exploration of Norepinephrine Dose-Capping Practices: Report From an International, Interprofessional Survey of Critical Care Clinicians.

Purpose: The Joint Commission standards for titrated infusions require specification of maximum rates of infusion. This practice has led to the development of protocolized maximum doses that can be overridden by provider order ("soft maximums") and to dose caps that cannot be superseded ("hard maximums"). The purpose of this study was to determine the prevalence of and attitudes towards dose capping of norepinephrine. Methods: A 20-item cross-sectional survey assessing norepinephrine dose capping practices, perceptions of norepinephrine protocols, and respondent and practice site demographics was distributed electronically to the mailing list of an international medical podcast. Responses were stratified according to use of weight-based dosing (WBD) or non-WBD of norepinephrine. The primary objective was to characterize norepinephrine dosing practices including protocolized maximum doses and/or dose capping. Categorical and continuous variables were compared using the Chi-square test and Mann-Whitney U test, respectively, with P < .05 indicating statistical significance. Results: The survey was completed by 586 physicians, nurses, pharmacists, and advanced practice providers. WBD was used by 51% and non-WBD by 47%. A standardized titration protocol was reported by 65% and dose capping was reported by 19%. The protocolized maximum dose ranged from 20-400 mcg/min for respondents using non-WBD (median [interquartile range] 30 [30-50]) and ranged from .2-10 mcg/kg/min for respondents using WBD (1 [.5-3]). The dose cap was 50 (40-123) mcg/min with non-WBD and 2 (1-3) mcg/kg/min with WBD. Conclusions: An international, multi-professional survey of critical care and emergency medicine clinicians revealed wide variability in norepinephrine dosing practices including maximum doses allowed.

Long-Term Retention of Advanced Cardiovascular Life Support Knowledge and Confidence in Doctor of Pharmacy Students.

OBJECTIVE: This study aimed to evaluate the impact of American Heart Association (AHA) advanced cardiovascular life support (ACLS) education and training on long-term retention of ACLS knowledge and confidence in Doctor of Pharmacy (PharmD) students. METHODS: This multicenter study included PharmD students who received ACLS training through different means: 1-hour didactic lecture (didactic), 1-hour didactic lecture with 2-hour skills practice (didactic + skills), and comprehensive AHA ACLS certification through an elective course (elective-certification). Students completed a survey before training, immediately after training, and at least 6-12 months after training to assess demographics and ACLS confidence and knowledge. The primary outcome was a passing score, defined as ≥ 84% on the long-term knowledge assessment. Secondary outcomes included overall knowledge score and perceived confidence, assessed using the Dreyfus model. RESULTS: The long-term assessment was completed by 160 students in the didactic group, 66 in the didactic + skills group, and 62 in the elective-certification group. Six (4%), 8 (12%), and 14 (23%) received a passing score on the long-term knowledge assessment in the didactic, didactic + skills, and elective-certification groups, respectively. The median (IQR) scores on the long-term knowledge assessment were 50% (40-60), 60% (50-70), and 65% (40-80) in the 3 groups. On the long-term assessment, confidence was higher in the elective-certification group, demonstrated by more self-ratings of competent, proficient, and expert, and fewer self-ratings of novice and advanced beginner. CONCLUSION: Long-term retention of ACLS knowledge was low in all groups, but was higher in students who received AHA ACLS certification through an ACLS elective course.

Exploring social media influences on vaccine decision-making in parents: a netnography.

Background: Immunization is one of the most significant health initiatives of recent times. Despite this, vaccine hesitancy is increasing and was listed as one of the top 10 threats to global health by the World Health Organization in 2019. A major factor associated with vaccine hesitancy is thought to be the viral spread of misinformation by a small but active anti-vaccination movement. Objectives: The purpose of this study was to explore the influences of social media on vaccine decision-making in parents. Design: This study is part of a larger body of research that explored vaccine decision-making in parents. Other methods included were an online survey and semi-structured interviews. This study investigated the influence of cyberculture on parents in an online environment. Method: This study employed netnography, a form of qualitative inquiry with its roots in ethnography as methodology and a purpose-designed Facebook page as the means of exploring a purpose-designed online community with a particular focus on the culture, belief systems and influences present. Both manual and computer-assisted thematic analyses were used to analyse the data obtained. Results: Three key themes were identified in this study. These included vaccine safety concerns, the emotional debate and COVID-19-specific issues. The results indicated the presence of strong anti-vaccination sentiment combined with an 'infodemic' of conspiracy theories, misinformation and vitriol with the potential to negatively impact parents seeking immunization information. Conclusion: Given the popularity and accessibility of social media and the ready access to misinformation present online, it is evident that parental vaccine decision-making may be impacted adversely. Therefore, it is important that healthcare professionals are aware of this and provide adequate and timely education prior to parents seeking information on social media.

Exploring the influence of social media on vaccine decision-making in parents: a netnography This research explored the impact of Facebook interactions on the vaccine decision-making of parents.

Translating Clinical Decision-Making Skills From a Critical Care Pharmacy Elective to the Required Curriculum.

OBJECTIVE: To examine the impact of a critical care pharmacy elective (CCPE) on student performance in other courses in the Doctor of Pharmacy curriculum that emphasize clinical reasoning and decision making. METHODS: This is a retrospective, cohort study including all students from the 2019-2021 graduating classes enrolled in required courses, Pharmacotherapy and Integrated Patient Cases (IPCs). Students were divided for comparison based on completion of the CCPE. The primary outcome was outstanding performance, defined by a final course grade ≥90%, in Pharmacotherapy and IPC. Baseline characteristics and outcomes were analyzed using descriptive statistics and the χ2 test or two-sided t test for categorical and continuous variables, respectively. Binary logistic regression models were constructed to identify variables associated with the primary outcome. RESULTS: Of 377 students included, 129 (34%) completed the CCPE. Baseline characteristics were similar between both groups, except more females completed the CCPE. Students that completed the CCPE were not more likely to demonstrate outstanding performance in Pharmacotherapy III (20% vs 30%) or Pharmacotherapy IV (27% vs 24%), but were more likely in IPC (34% vs 23%). In the adjusted analysis, CCPE students were almost twice as likely to exhibit outstanding performance in IPC. CONCLUSION: Students that completed the CCPE were more likely to demonstrate outstanding performance in IPC, but not in either of the Pharmacotherapy courses. Students may benefit from practicing clinical reasoning earlier in the curriculum to build-up to effective and efficient clinical decision-making. Implications of course structure on student performance should be further explored.