No formal matching process was used; however, baseline demographics and clinical characteristics of the 2 cohorts were compared to ensure similarity. Patients in both groups were identified through a retrospective chart review using the hospital’s electronic medical record (EMR) system.
The medication history pharmacy technician performed screening for study enrollment, assessing each patient’s home medications using the ED-specific dashboard. The emergency medicine (EM) clinical pharmacy specialist then confirmed eligibility through chart reviews and consultations with EM physicians. Screening and patient education were conducted during the technician’s and pharmacist’s regular working hours.
Intervention
The enhanced pharmacy care intervention consisted of a detailed medication history assessment followed by an educational session conducted by an EM clinical pharmacy specialist. Figure 1 describes the intervention workflow. Initially, a trained pharmacy technician, serving as a medication history technician, collected detailed information on the patient’s at-home medications. This included documenting all prescribed and OTC drugs, herbal supplements, and adherence patterns. The technician also identified and documented any medication-related issues, such as discrepancies between the patient-reported medication list and the medical records, potential drug interactions, medication duplications, patient nonadherence, and any reported AEs. These issues were then communicated to the clinical pharmacy specialist for further evaluation and intervention. The technician used a standardized medication history assessment form to interview patients and/or caregivers (Figure 2).
After medication history was collected, patients included in the enhanced pharmacy care received educational medication intervention from the EM clinical pharmacy specialist. These in-person educational sessions focused on disease states, medication indications, administration, and monitoring instructions. To assess their understanding and to reiterate medication adherence, patients and/or caregivers are requested to perform a teach-back to the EM clinical pharmacy specialist detailing the information discussed. For individuals who could not speak or understand English or were deaf, an interpretation service provided by the institution was used. A summary of the patient’s interaction and education session was documented in the pharmacy record. All educational tools for the enhanced group were created by the EM clinical pharmacy specialist with internal department review. This study was meant to test and evaluate the feasibility and effectiveness of the tool.
Outcomes Measurement
Patients were followed up to 6 months post intervention for outcome measurement. The primary outcomes measured were all-cause 30-day ED revisit and hospital readmission rates. ED revisits were defined as any return to the hospital’s ED within 30 days of the index visit. Hospital readmission was defined as any inpatient stay within 30 days after discharge from the index hospitalization.
It is important to note that these outcomes were limited to data captured within our hospital’s EMR system. As a result, the analysis just included revisits and readmissions that occurred within the same health care system. This may not fully capture all patient encounters, especially if patients sought care at another facility outside our health system. This limitation meant that the results are not directly comparable to Centers for Medicare & Medicaid Services readmissions rates, which include data from multiple health care facilities and are used for value-based payments. The cost-savings calculations were derived using average cost estimates from the hospital’s finance department and were adjusted for diagnosis-related group, types of services rendered, volume, and the month of the visit. Readmission penalties varied depending on the payer. Our hospital received reimbursement for some readmissions, so the cost of readmission just applied if we were not reimbursed. In such cases, the hospital absorbed the financial burden and revenue loss.
Statistical Analysis
Descriptive statistics were used to summarize patient demographics and baseline characteristics. For the primary analysis, inferential statistics were employed to compare the outcomes between the usual care and enhanced pharmacy care cohorts. χ2 tests were used for categorical variables, such as rates of ED revisits and hospital readmissions, whereas t tests or Mann-Whitney U tests were used for continuous variables, depending on data distribution. Statistical significance was defined as a P value of less than .05 for all analyses. Data were analyzed using the statistical software Minitab version 18.
No formal sample size was conducted before the study, as the study was limited by the availability of resources, specifically the manpower of the pharmacy team, which included just 1 full-time clinical pharmacist and 1 medication history technician. These personnel constraints, combined with the demands of clinical responsibilities, restricted the number of patients who could be included in the study.
As this study was a performance improvement project focusing on educational interventions, it was granted an exemption from review by the Memorial Hermann institutional review board.
Results
Participant Characteristics and Enrollment
Of 589 patients admitted to the hospital, 242 patients (41%) (121 usual vs 121 enhanced) were included in the study (Figure 3). Fifty-two percent of patients were female, 33% were African American, and 26% were Caucasian, with a mean age of 70 years (SD, 14) (Table 1). Of the included patients, 31% of admitted patients had more than 1 medical history, with CHF being one of the most common medical history conditions. Baseline demographics and clinical characteristics were similar between groups (Table 1).
Nonadherence was categorized into 2 types: intentional and unintentional. Intentional nonadherence occurs when a patient chooses not to follow treatment recommendations based on their beliefs and preferences. In contrast, unintentional nonadherence happens when a patient intends to follow the recommendations but encounters practical obstacles, such as poor recall or forgetting to take medication regularly. During the education session, the primary reason for at-home medication nonadherence was a lack of understanding (n = 73; 60%), followed by polypharmacy (n = 36; 30%). While there is no standard definition of polypharmacy, the term is commonly defined in the literature as the regular use of at least 5 medications. Consequently, we have adopted this definition for our purposes as well. The most common area of education provided to patients was medication indication (n = 54; 45%), followed by compliance (n = 42; 35%), and lastly monitoring (n = 24; 20%). The estimated median time spent on each patient was 25 minutes (range, 18-35 minutes).
Outcomes
There were numerical decreases in all-cause 30-day ED revisits (usual 42% vs enhanced 36%, P = .464) and all-cause 30-day hospital readmissions (usual 33% vs enhanced 25%, P = .229). Both reductions were not statistically significant.
There were numerical decreases in ED revisits (usual 35% vs enhanced 27%, P = .402) and hospital readmissions (usual 35% vs enhanced 33%, P = .884) due to the same illness (Table 2).
The pharmacy-led patient education program was associated with an estimated cost savings of $177,506 for the health care system, based on the reduction in ED revisits and hospital readmissions. The estimated cost-saving was specific to this hospital and may not be generalizable to other settings due to variations in health care costs and resource use.
Discussion
Our study observed numerical reductions in all-cause 30-day ED revisits and hospital readmissions among patients who received enhanced pharmacy care during their admission (6% and 8% reductions, respectively). However, these differences were not statistically significant, indicating that we cannot be certain these reductions reflect the true effects of the intervention.
Our findings were consistent with previous research suggesting that pharmacist involvement can improve medication adherence and reduce health care use. However, this study alone does not provide sufficient evidence to claim the pivotal role of pharmacists in this setting. The clinical significance of these interventions remains to be determined through larger, adequately powered studies that can more accurately evaluate both their statistical and practical implications. Previous studies have demonstrated that education performed during the discharge process had positive outcomes, such as a decrease in ED revisits and hospital readmissions; however, limited studies are available to show the impact of outcomes on the admission side.13-15 Zemaitis et al conducted a prospective, controlled study evaluating the impact of a pharmacy-facilitated medication reconciliation and patient education model with postdischarge follow-up on 30-day readmissions. The findings resulted in a 27% reduction in readmission during the intervention period.16 In another study, Bach et al performed a meta-analysis to evaluate the effectiveness of interventions involving pharmacists to reduce hospital readmissions, finding that 55% of studies showed a statistically significant reduction in readmissions ranging from 3.3% to 30%, with most of the interventions focused mainly on patient education.17
Clinical pharmacists have a unique opportunity to improve patient care through medication education activities at the entry point of hospital admission. Our focus was primarily on the admission side for various reasons, including the fact that family members or caregivers are often present during the admission period, making it easier to gather medication history and provide education on disease states and medications. As a result, there will be overall increased understanding and adherence.
Furthermore, increased patient and caregiver knowledge, in addition to a medication list provided by the EM clinical pharmacy specialist, will facilitate a more substantial discussion with the admitting clinical team from all involved parties. The teach-back method used in our enhanced care protocol proved effective in ensuring that patients understood their medication regimens and the associated management of their conditions. This method has been endorsed in other studies to enhance patient understanding and adherence, which are critical for preventing readmissions.18-20 However, implementing such interventions in the high-pressure environment of the ED presented unique challenges, including time constraints and the need for pharmacists to balance multiple responsibilities. Despite these challenges, our study highlighted the potential for significant cost savings and improved patient care, supporting the argument for pharmacists’ roles to be focused on care transitions. Optimally, patient education should consist of a coordinated series of efforts.
Study Limitations
This retrospective analysis did have several limitations. The effects were not necessarily generalizable to a broader population and setting because it was conducted at a 41-bed ED with a small sample size. The study’s small sample size significantly affected the statistical power of the analysis.
A post hoc power analysis was conducted to assess the study’s ability to detect differences in the primary outcome of all-cause 30-day ED revisits. Based on the observed effect size and assuming an 80% power and a 95% confidence level, the study would have required approximately 1037 participants per group to achieve adequate power. Given that just 121 patients were included in each group, the study was underpowered, limiting its ability to determine the true effectiveness of the pharmacy-led intervention.
Other limiting factors included a shortened intervention time and nonmatching groups; additionally, our EMR does not capture ED revisits and hospital readmissions information if patients went outside of our health system. Additional education and the review of medication use to minimize AEs, among others, may have been introduced during hospitalization and could have potentially impacted the results.
About the Authors
Vy P. Pham, PharmD, BCPS, is an emergency medicine clinical pharmacy specialist in the Department of Pharmacy at Memorial Hermann Greater Heights Hospital in Houston, Texas.
Marisol Ramirez, CPhT, is a medication history pharmacy technician in the Department of Pharmacy at Memorial Hermann Greater Heights Hospital in Houston, Texas.
Amit Patel, MD, is an emergency medicine physician in the Department of Emergency Medicine at Memorial Hermann Greater Heights Hospital in Houston, Texas.
Lan N. Bui, PharmD, MPH, CPS, is an associate professor of pharmacy practice in the Department of Pharmacy Practice at Lloyd L. Gregory School of Pharmacy in West Palm Beach, Florida.
Due to the nonsignificant nature of the results, we acknowledge a potential limitation in statistical power, as no formal power calculation was conducted before the study. This limitation may have affected our ability to detect smaller but clinically meaningful differences between the groups.
As pharmacy involvement in medication history and reconciliation grows, additional research will be necessary to reproduce these findings through comparable educational interventions performed during both the admission and discharge sides. Furthermore, future studies can explore whether this educational intervention leads to improvements in in-hospital outcomes, such as reduced length of stay, appropriate medication use, fewer AEs, and enhanced adherence.
Conclusion
Within the 3-month study period, the pharmacy-led clinical initiative was associated with numerical reductions in ED revisits and hospital readmissions. However, these reductions were not statistically significant, and the study was underpowered to detect meaningful differences due to its small sample size. Although the results suggest a potential benefit of pharmacist-led interventions, further research with larger sample sizes and robust study designs is needed to conclusively determine the effectiveness of these educational initiatives.
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Acknowledgement: The investigators would like to thank the Department of Pharmacy and the Emergency Department at Memorial Hermann Greater Heights Hospital for providing administrative, intellectual, and information technology support. The investigators would also like to thank the Finance Department at Memorial Hermann Greater Heights/Memorial City Hospitals for providing cost data and assistance.