Impact Of Clinical Pharmacist Interventions Research Articles

Development and evaluation of a model to identify publications on the clinical impact of pharmacist interventions

BackgroundPharmacists are increasingly involved in patient care. Pharmacy practice research helps them identify the most clinically meaningful interventions. However, the lack of a widely accepted controlled vocabulary in this field hinders the discovery of this literature. ObjectiveTo compare the performance of a machine learning model with manual literature searches in identifying potentially relevant publications on the clinical impact of pharmacist interventions. To describe the dataset that was built. MethodsAn automated PubMed search was performed weekly starting in November 2021. Titles and abstracts were retrieved and independently evaluated by two reviewers to select potentially relevant publications on the clinical impact of pharmacists. A Cohen's kappa score was calculated. Data was collected during an 11-month period to train a machine learning model. It was evaluated prospectively during a 5-month period (predictions were collected without being shown to the reviewers). The performance of the model was compared with manual searches (positive predictive value [PPV] and sensitivity). ResultsA transformers-based model was selected. During the prospective evaluation period, 114/1631 (7 %) publications met selection criteria. If the model had been used, 1273/1631 (78 %) would not have needed review. Only 3/114 (3 %) would have been incorrectly excluded. The model showed a PPV of 0.310 and a sensitivity of 0.974. The best manual search showed a PPV of 0.046 and a sensitivity of 0.711. On December 12, 2023, the dataset contained 8607 publications, of which 544 (6 %) met the criteria. The kappa between reviewers was 0.786. The dataset and the model were used to develop a website and a newsletter to share publications (https://impactpharmacy.net). ConclusionA machine learning model was developed and performs better than manual PubMed searches to identify potentially relevant publications. It represents a considerable workload reduction. This tool can assist pharmacists and other stakeholders in finding evidence that support pharmacists' interventions.

Impact of Clinical Pharmacist Intervention in the Intensive Care Unit, Wad Medani, Sudan: A Cross-Sectional, Prospective Study.

Critical care pharmacists are uniquely qualified to provide a key role within the critical care multi-disciplinary team in managing the aspect of therapy, given their contributions to improved patient outcomes, medication safety, and reduced cost of the drug. Therefore, the purpose of this study was to assess the frequency, type, and impact of clinical pharmacist interventions in the Intensive Care Unit and their physicians' acceptance. This was a cross-sectional, prospective study. Data were gathered over six months (15th June 2023 to 15th December 2023) on a daily basis, with a minimum sample size of 384 interventions. All patients admitted to the ICU at Wad Medani Teaching Hospital, Gezira State, Sudan during the study period were included. In general, a total of 510 interventions were made for 123 patients throughout the six months course of study. Among them, 493 (96.7%) clinical pharmacist interventions were agreed by physicians. Among categories of interventions, most of the recommendations were concerned about safety 34.11% (174/510), in which drug discontinuation due to long duration was the highest one 48.27% (48/174) followed by the renal dose adjustment 30.46% (53/174). Another clinical intervention involving indication accounted for 23.33% (119/510) in second place. Regarding the cost-saving interventions the study showed that, of the total number of interventions, 124 had a costrelated component, accounting for (24.31%) of the total interventions. Among all the interventions, the addition of drug, with a frequency of 103 (20.2%) was the most recurring intervention, followed by dosing at 100 (19.6%), and renal dose adjustment at 53 (10.4%). This study demonstrated how clinical pharmacists might enhance critical care patients' quality management while reducing the costs associated with medication and care. In addition, it contributes valuable insights into the integration of clinical pharmacists in ICU settings, especially in resource-limited environments.

The Prevalence and Impact of Clinical Pharmacists' Intervention on Drug-Related Problems in Patients With Chronic Kidney Disease.

Chronic kidney disease (CKD) is a global health issue of growing concern. According to projections from the Worldwide Health Observatory, it is currently one of the rapidly increasing contributors to global mortality. The prevalence of CKD and end-stage renal disease (ESRD) is increasing globally. The objective was to evaluate the prevalence and impact of clinical pharmacist intervention in resolving drug-related problems (DRPs) among patients with CKD. A single-arm, pre- and post-intervention study design was used, which was assessed to be suitable in testing for the feasibility of the implementation of an intervention in clinical practice. With this study pre- and post-intervention variables of interest were measured before and after an intervention in the same patients to evaluate the impact of clinical pharmacists on ambulatory patients with CKD. The findings of this study indicate a high prevalence of DRPs, with every patient experiencing at least one DRP. The mean DRPper patient was found to be 2.903 with STD ± 1.148. The study assessed the considerable influence of clinical pharmacist intervention on DRPs. The predominant form of DRPwas drug interaction 167 (45.1%) which was reduced to 76 (20.5%) after intervention carried out by clinical pharmacists statistically significant (p = 0.032). Another common DRP was found to be poor compliance issues in pre-interventions (n = 144 (38.9%)) and was reduced to 80 (21.6%) at post-intervention significantly (p = 0.042).Untreated indications were noticed in 137 cases (37.0%), after pharmacist intervention, this number was significantly reduced to 27 cases (7.3%), with a statistically significant difference (p = 0.004). However, it is noteworthy that medication compliance among patients in our study was unsatisfactory and fell below expectations. As a clinical pharmacist played an important role in reducing the prevalence of poor medication adherence to lower levels in these CKD outpatients. This research emphasizes the vital role of clinical pharmacists in mitigating DRPs among CKD patients, resulting in improved medication management and potentially better health outcomes.

Impact of Clinical Pharmacist Intervention on Chemotherapy Knowledge, Attitude, and Practice among Breast Cancer Women

الخلفية: إن سمية الدواء والآثار الجانبية للعلاج الكيميائي تؤثر سلبا على مرضى سرطان الثدي. الأهداف: لتقييم فعالية التدخلات الصيدلانية في تحسين معرفة مرضى سرطان الثدي ومواقفهم وممارساتهم فيما يتعلق بالعلاج الكيميائي لسرطان الثدي.

The Impact of Clinical Pharmacist Diabetes Education on Medication Adherence in Patients with Type 2 Diabetes Mellitus: An Interventional Study from Khartoum, Sudan.

Continuous therapeutic care with good medication adherence is the cornerstone of management of all chronic diseases including diabetes. This study aimed to evaluate the impact of clinical pharmacist intervention on the medication adherence in individuals with type 2 diabetes (T2DM). This was a randomized, double-blind, controlled trial conducted at a diabetes clinic located at Omdurman Military Hospital, Sudan. Individuals with T2DM attending the diabetes clinic within 1 year were selected. The sample size was 364 participants (182 control and 182 interventional group). We used a pre-structured standardized questionnaire and checklist to collect the data. Data were analyzed by using the Statistical Package for the Social Sciences (SPSS) (version 28). Majority, 76.4% (n = 278) were females, and they consisted of 80.8% (n = 147) of the interventional group and 72% of the controls. The mean age of the interventional group was 54.5 (±10) years; 31.9% (n = 58) of the interventional group had diabetes for 6-10 years, compared with 26.4% (n = 48) of the control group. Among the control group, the mean adherence score was 6.8 (±1.7) at baseline and it was 6.7 (±1.6) at the end of the study (p < 0.001), while in the interventional group, the mean adherence score was 6.8 (±1.7) at baseline and it was 7.4 (±1.5) at the end of the study (p < 0.001). Adherence score among the intervention group was increased significantly from baseline to the end of the study when compared to the control group.

Clinical pharmacists' interventions for preventing adverse events in critically ill neonates in Qatar: an economic impact analysis.

This study aimed to assess the overall economic impact of clinical pharmacist interventions in the neonatal ICU (NICU) in Qatar. A retrospective review of neonates' records was performed over a 3-month duration in the NICU of Qatar to determine the total economic benefit of clinical pharmacist interventions. The total benefit of interventions was calculated by considering the cost avoidance due to preventable adverse drug events (ADEs) and the cost savings associated with the revised resource use due to interventions. Sensitivity analyses were conducted to ensure the robustness and generalizability of the results. A total of 513 interventions were analyzed, involving 150 neonates. Most of the drug-related problems were related to therapy dosing, followed by drug choice appropriateness, the addition of prophylactic treatment, and administration frequency. The overall annual benefit was estimated at QAR 4,178,352 (1,147,584), which consisted of cost avoidance of QAR 1,050,680 (USD 288,648) and an overall cost saving of QAR -6091 (USD -1673). While the clinical pharmacist interventions led to increased resource utilisation and associated costs, when considering the avoided costs of ADEs, the overall clinical pharmacist practices in the NICU setting were economically beneficial.

Impact of a clinical pharmacist’s intervention on pneumococcal vaccination in a population of at- risk hospitalized patients: The IP-VAC study

ObjectivesThe aim of this study was to evaluate the impact of clinical pharmacist intervention on compliance with pneumococcal vaccination (PV) recommendations in hospitalized patients. MethodsThis was a prospective, single-center, before-and-after study conducted in 2019–2020. Patients had to be over 18 years of age, at risk of pneumococcal infection, and with no PV. No changes were made in the observational phase. During the interventional phase, the clinical pharmacist discussed a prescription for preventive PV and a mention in the discharge letter. A pharmaceutical consultation sensitized the patient to the interest of PV. The clinical pharmacist ensured that a complete vaccination protocol would be carried out by the retail pharmacist within 3 months of hospitalization. ResultsOne hundred and sixty-seven (167) patients were included. In the observational phase, 2.3% of patients received a complete vaccination protocol after discharge from primary care. The rate increased to 63.8% after the clinical pharmacist’s intervention (p < 0.001). Vaccines were prescribed by hospital physicians in 97.5% of cases, while 40% of discharge letters included the indication for PV. ConclusionThe clinical pharmacist’s intervention led to delivery of a complete PV protocol after discharge for over half the patients. This study demonstrated the feasibility of a pharmaceutical intervention to promote PV in hospital activities.

EE400 Economic Impact of Clinical Pharmacist Interventions in the Neonatal Intensive Care Unit in Qatar

The economic benefit of the clinical pharmacist’s role in ensuring the optimum use of medicines is potentially considerable, particularly when it comes to critical care management. This study sought to evaluate the overall economic impact of clinical pharmacist interventions in the main Neonatal Intensive Care Unit (NICU) in Qatar.

Economic impact of clinical pharmacist interventions in a general tertiary hospital in Qatar.

With an increasingly strained health system budgets, healthcare services need to continually demonstrate evidence of economic benefits. This study sought to evaluate the economic impact of interventions initiated by clinical pharmacists in an adult general tertiary hospital. A retrospective review of clinical pharmacist interventions was carried out throughout follow-up durations in March 2018, July/August 2018, and January 2019 in Hamad General Hospital (HGH) at Hamad Medical Corporation (HMC) in Qatar. The study included clinical pharmacy interventions data of patients admitted to the internal medicine, critical care, and emergency wards. Included interventions were documented by clinical pharmacists or clinical pharmacy specialists, and approved by physicians. Interventions by non-clinical pharmacists or with missing data were excluded. Adopting the perspective of HMC, we calculated the total economic benefit, which is the sum of the cost savings and the cost avoidance associated with the interventions. Cost savings was defined as the reduced cost of therapy associated with therapy changes minus the cost of intervention and cost avoidance was the cost avoided by eliminating the occurrence of adverse drug events (ADEs). Sensitivity analyses were performed to assess the robustness of results against uncertainties. A total of 852 interventions, based on 340 patients, were included. The analysis projected an annual total benefit of QAR 2,267,036 (USD 621,106) based on a negative cost-savings of QAR-175,139 (USD-47,983) and a positive cost avoidance of QAR741,898 (USD203,260) over the 3-month follow-up period. The uncertainty analysis demonstrated the robustness of outcomes, including a 100% probability of positive economic benefit. The clinical pharmacist intervention was associated with an increased cost of resource use, which was overtaken by the cost avoidance generated. The pharmacy intervention, therefore, is an overall economically beneficial practice in HGH, reducing ADEs with considerable consequential positive economic savings.

EE105 Impact of Clinical Pharmacist Interventions on Economic Outcomes in Women's Wellness and Research Center in Qatar

Due to the constrained financial burden that the healthcare systems are currently facing, healthcare services need to demonstrate that they remain cost saving through proving continually the economic benefit of such services. We sought to evaluate the economic impact of interventions initiated by a clinical pharmacist in Women's Wellness and Research Center (WWRC) in Qatar.

Impact of Clinical Pharmacist Interventions on Economic Outcomes in a Cardiology Setting in Qatar

We sought to investigate the economic impact of preventing adverse events in a cardiology setting in Qatar as an effect of the clinical pharmacist as an intervention. This is a retrospective study of interventions by clinical pharmacists within an adult cardiology setting in a public healthcare setting (i.e Hamad Medical Corporation). The study included interventions that took place in March 2018, July 15, 2018 to August 15, 2018, and January 2019. The economic impact was measured via calculating the total benefit, defined as the sum of the cost savings and the cost avoidance. Sensitivity analyses were adopted to confirm the robustness of the results. The pharmacist intervened in 262 patients, resulting in 845 interventions, with appropriate therapy (58.6%) and dosing/administration (30.2%) being the most frequent categories of reported interventions. Cost savings and cost avoidance resulted in QAR-11,536 (USD-3169) and QAR1,607,484 (USD 441,616), respectively, yielding a total benefit of QAR1,595,948 (USD 438,447) per 3 months and QAR6,383,792 (USD 1,753,789) per a year.

Impact of clinical pharmacist interventions in a bone and joint infection orthoseptic surgery unit

To assess the impact of interventions of a clinical pharmacist in a unit of orthopedic surgery specialized in bone and joint infections. Daily, in routine, a clinical pharmacist analyzed medication prescribed to inpatients via a computerized physician order entry (CPOE) (Phedra software). His attention was particularly focused on the impact of antibiotics on other medications. For this study, all of the pharmacist interventions (PI) have been retrospectively collected, then anonymized, and assessed over a two-month period. Thirty-eight patients were hospitalized during the study period, with a mean age of 63 years old. Forty-five interventions were identified which represents a mean of 1.18 pharmaceutical interventions per patient. Most of them concerned lack of follow-up (24%) and drug-drug interactions (22%) and widely non-anti-infectious medication (35 interventions) with levothyroxine (10 interventions) as the most involved non-anti-infectious molecule. Among antibiotics, with respectively 9 and 8 interventions, rifampicin and fluoroquinolones (6 interventions for moxifloxacin) were the most concerned notably for drug-drug interactions with usual treatment. In this observational retrospective study, 1.18 pharmacist interventions (PI) per patient were observed. Most of them are lack of follow-up and drug-drug interactions especially with usual treatment of patients. Moxifloxacin and rifampicin were the most antibiotics involved. Patients' characteristics (older, polypharmacy), long-term hospitalization and surgery are known to be predictive factors of medication errors and this study highlights the importance of the presence of clinical pharmacist in orthopedic surgery wards.

The Impact of Clinical Pharmacy Services on Direct Oral Anticoagulant Medication Selection and Dosing in the Ambulatory Care Setting

Background: Off-label dosing of direct oral anticoagulants (DOACs) is both common and associated with adverse patient outcomes. Evidence describing best practices to support optimal direct oral anticoagulant (DOAC) dosing is limited. Objective: To describe the impact of clinical pharmacist intervention on DOAC prescribing. Methods: This retrospective study was a descriptive analysis conducted within an integrated healthcare system with a centralized, pharmacist-led Anticoagulation Management Service (AMS). Patients prescribed a DOAC between January 1, 2020 and December 31, 2020 were included. Pharmacy dispensing reports were generated for pharmacist review and anticoagulant drug therapy changes were recommended to physicians where appropriate. The primary objective was to describe the number and type of recommendations made. Secondary objectives were to determine the provider acceptance rate based on the intervention type and on clinical vs formulary recommendations. Results: Clinical pharmacists made 147 recommendations for 2331 unique patients included in the analysis. Twenty-three recommendations (16%) were to decrease the dose, 46 (31%) were to increase the dose, 14 (10%) were to change the medication due to clinical scenario, 62 (42%) were to change the medication due to cost, and 2 (1%) were another issue. One hundred twenty-three (84%) recommendations were accepted. The provider acceptance rate was similar for clinical and formulary recommendations (85% and 82% respectively). Conclusion: Implementation of report-driven clinical pharmacist intervention led to an improvement in appropriate DOAC medication selection and dosing.

Cost savings and cost avoidance with the inpatient clinical pharmacist interventions in a tertiary cancer care hospital.

The economic benefit of the clinical pharmacist's role in ensuring the optimum use of medicines is potentially considerable, particularly when it comes to cancer management. We sought to evaluate the overall economic impact of clinical pharmacist interventions in the main cancer setting in Qatar. The total economic benefit of the clinical pharmacy interventions were analyzed from the public hospital perspective. Patient records in March 2018, July/August 2018, and January 2019 were retrospectively reviewed at the National Center for Cancer Care and Research, Qatar. The total benefit from interventions was the total cost avoidance due to preventable adverse drug events plus any cost savings associated with therapeutic-based resource use. Sensitivity analyses confirmed the results' robustness and increased generalizability. A total of 1352 interventions based on 281 patients were analyzed. The majority of the drug-related problems were related to the appropriateness of therapy, followed by dosing and administration. The total population benefit over the 3-months study period was QAR 4,879,185 (USD 1,336,763), constituting cost avoidance of QAR 4,234,012 (USD 1,160,003) and negative resource-use cost savings of -QAR 645,174 (-USD 176,760). Projected annual overall benefit was QAR 14,355,354 (USD 3,932,974). The increase in resource use with therapies was mostly because of the addition of other medications. Cost avoidance was mostly driven by recommending additional medications and discontinuation of medications. The uncertainty analysis demonstrated the robustness of outcomes. The clinical pharmacist intervention increased resource use and its cost. In overall, however, taking avoided cost of adverse drug events in consideration, it is an economically beneficial practice in the National Center for Cancer Care and Research setting, associated with adverse drug events prevention and substantial economic benefits.

Clinical pharmacist-initiated assessment and amelioration of appropriate antibiotic use in surgical units at a South Indian tertiary care hospital - A handshake approach

Studies on the appropriateness of antibiotic use among surgical patients are limited in developing countries, notably in India. Therefore, we aimed to evaluate the inappropriateness of antibiotic use, demonstrate the impact of clinical pharmacist interventions and determine the predictors of inappropriate use of antibiotics in the surgical units of a South Indian tertiary care hospital. This was a 1-year prospective interventional study on in-patients of the surgical wards to determine the appropriateness of the prescribed antibiotics by reviewing medical records using available antimicrobial susceptibility test reports and medical evidence. When inappropriateness in antibiotic prescriptions was identified, the clinical pharmacist discussed and conveyed apt suggestions to the Surgeon. Bivariate logistic regression analysis was applied to evaluate its predictors. Among the 660 antibiotic prescriptions of 614 patients that were followed and reviewed, about 64% were inappropriate. Most inappropriate prescriptions were witnessed in the cases that involved the gastrointestinal system (28.03%). Among the inappropriate cases, 35.29% were attributed to an excessive regimen of antibiotic use which marked the highest. Based on the category of use, most of the antibiotics were used inappropriately as prophylaxis (76.7%) followed by empirical (71.31%). The increase in the percentage of the appropriate use of antibiotics resulting from pharmacist intervention was 95.06%. There was a significant link between inappropriate antibiotic use and the presence of two or three comorbid conditions, the use of two antibiotics, and length of hospital stay of 6-10 days and 16-20 days (p < 0.05). An antibiotic stewardship program in which the Clinical pharmacist is an integral part along with well-framed institutional antibiotic guidelines must be implemented to assure appropriate antibiotic use.

Improving Antibiotic Use in Surgical Care: Impact of Clinical Pharmacist Interventions on Optimizing Patient Therapy

Objectives: To assess the nature of drug-related problems (DRPs) associated with antibiotic use and to evaluate the level of significance of clinical pharmacist interventions in surgical care. Methods: This prospective interventional study was carried out for 1 year in the wards of General Surgery. The in-patients were followed daily and reviewed for DRPs. The identified DRPs were categorized according to the Hepler and Strand classification. Drug-related problems other than those in Hepler and Strand classification were categorized separately based on medical literature and clinical practice evidence. The identified DRPs were conveyed and discussed by the clinical pharmacist with the surgeon, and ideal suggestions for further action. A bivariate logistic regression analysis was performed to identify the predictors of the DRPs associated with antibiotic use. Findings: Of the 614 patients, 64.49% were males. 414 DRPs were identified, wherein improper duration of drug use (20.86%) was the most common DRP. The significance level of pharmacist intervention was found to be ‘major’ in 49% of cases. The incidence of DRPs associated with antibiotic use was 67.42%. The rate of acceptance of pharmacist interventions was 99%. A strong association between the occurrence of DRPs and age, the presence of two co-morbid conditions, the intake of two and three antibiotics, and length of stay (LOS) of 6–10 and 16–20 days (P < 0.05) was noted. Conclusion: Even though antibiotics are necessary for surgical management, their vigilant use is warranted. The clinical pharmacist plays an enormous role in optimizing antibiotic therapy in surgical patient care. Novelty: To the best of our knowledge, such an interventional study of its kind that exclusively focused on the surgery ward was not conducted in India previously, and not many studies of a similar kind have been carried out in other parts of the world that have assessed the prevalence and frequency of DRPs related to antibiotic use, the predictors associated with the DRPs, the role of clinical pharmacists in the surgery ward, and the acceptance rate of pharmacist interventions by the surgeons. Here, an attempt to identify the predictors of drug-related problems associated with antibiotic use was made to help prevent and resolve drug-related problems earlier, therebypromising optimized therapy. Also, it highlights the importance of a clinical pharmacist’s role in surgical care regarding patient safety. Keywords: Antibiotics; Surgery; Clinical Pharmacist; Predictors; Interventions; Drug Related Problems

Impact of Clinical Pharmacist Intervention on Clinical Outcomes in the Critical Care Unit, Taif City, Saudi Arabia: A Retrospective Study.

(1) Objectives: Clinical pharmacists are now playing a significant role in hospitals aiming to reduce medication errors, adverse drug reactions, and healthcare costs. Therefore, the main objective of this study was to assess the interventions provided by a clinical pharmacist in the intensive care unit at the King Faisal Hospital in Taif city. (2) Methods: For this single-center retrospective study, patients were included from December 2021 to May 2022. In the present study, all the interventions of clinical pharmacists made over six months were included. The Intensive care unit (ICU) ward was covered by three clinical pharmacists, and the interventions made were categorized into four groups: (1) interventions related to indications; (2) interventions regarding safety; (3) interventions regarding dosing, and (4) miscellaneous. Descriptive statistics was applied to evaluate the results in the form of frequencies and percentages. Analysis was performed using the statistical package SPSS 20.0. (3) Results: Overall, a total of 404 interventions were recommended for 165 patients during the six- month period of study. Among them, 370 interventions (91.5%) were accepted by physicians. Among all the interventions, the majority were suggested regarding ‘indication’ (45.7%), including the addition of drugs, drugs with no indications, and duplication. The acceptance rate of clinical pharmacist intervention was 98.5%. (4) Conclusions: This retrospective study shows that clinical pharmacists played a critical role in optimizing drug therapy which could subsequently help to prevent drug-related issues and lower drug costs. More research is needed to do a thorough cost-benefit analysis.

Impact of clinical pharmacist intervention on medication adherence in patients with cardiovascular disease

Impact of clinical pharmacist intervention on medication adherence in patients with cardiovascular disease

PCR66 Impact of Clinical Pharmacist Interventions on Patients' Quality of Life and Medication Adherence Among Rheumatoid Arthritis Patients

Rheumatoid arthritis is associated with high disease activity and multiple comorbidities that may negatively impact the patient’s quality of life (QOL). Furthermore, the presence of complex drug regimens and polypharmacy raises the risk of medication non-adherence. Hence, we aimed to assess the impact of clinical pharmacist interventions on patients' QOL and medication adherence among rheumatoid arthritis patients.

EE223 Economic Impact of Pharmacist Participation in Clinical Rounds at a General Tertiary Hospital in Qatar

Clinical pharmacists have become an integral part of multidisciplinary management team and play a key role within the healthcare system. They have been shown to provide evidence-based recommendations, educate patients, prevent adverse drug events (ADEs), and reduce overall costs. The purpose of this study was to analyze the economic impact of clinical pharmacist interventions in a tertiary general hospital in Qatar.