Effects of clinical interventions through a comprehensive medication management program: A retrospective study among outpatients in a private hospital.

Introduction: The intricate nature of certain diseases necessitates complex medication regimens, utilization including high-cost medications, and continual vigilance to avoid potential complications. To address these exigencies, numerous healthcare institutions have instituted multidisciplinary management teams, exemplified in pharmaceutical care through Comprehensive Medication Management (CMM) programs. These programs oversee diverse facets such as patient education, medication adherence promotion, clinical monitoring, dose adjustments, and scrutiny of prescribed drug therapies. Given the emphasized significance, it is relevant to possess evidence to continue endorsing these initiatives from management positions within health centers, and it is for this reason that this study aims to evaluate the clinical and economic benefits provided by a CMM program within a private hospital in Latin America, by analyzing the effects of clinical interventions. Methods: A retrospective examination was conducted involving documented pharmaceutical interventions in an outpatient setting from January 2019 to September 2022. To assess the interventions' repercussions, a retrospective analysis was undertaken. The collated data included patients' basic characteristics, a comprehensive pharmacist-generated description of interventions, potential associated complications, and avoided medical services. Multiple clinical projections, which were endorsed by internal medicine physicians, were developed to explore potential scenarios in the absence of pharmaceutical care. These projections were associated with conceivable complications, aligned with the most plausible circumstances. Subsequently, utilizing the average cost of healthcare within a private hospital in Latin America, the cumulative savings were quantified. These savings were then attributed to the intrinsic advantages offered by pharmaceutical care. Results: The study discloses demographic trends among patients within distinct age groups in the CMM program. Rheumatology predominated as the main referral source, and interventions centering on monitoring emerged as the pivotal drug-related concern. This encompassed a collaborative approach, involving interdisciplinary efforts toward patient education and critical parameter monitoring. Of the total 347 pharmaceutical interventions, 66.3% (N = 230) specialty office visits, 14.1% (N = 49) general practitioner consultations, 12.4% (N = 43) hospitalizations, and 7.2% (N = 25) ER visits were avoided. The economic analysis underscores cost savings ensuing from pharmaceutical interventions, amounting to a cumulative 603,792.82 USD. Extrapolating these findings to a patient cohort of 400 enrolled in the pharmaceutical care program approximates per-patient savings of 361.47 USD. Conclusion: This study reveals the significant clinical and economic benefits of CMM programs, led by multidisciplinary pharmaceutical professionals. The findings provide compelling evidence for hospital management to consider promoting such programs, drawing from the patient-centered care model in the United States applicable to Latin America.

Hospital pharmacists' knowledge, attitudes and practice of pharmaceutical care and the barriers for its implementation at the hospital setting.

Objective: To assess hospital pharmacists' understanding of pharmaceutical care and their attitudes regarding the adoption of the patient-centered model, as well as investigate Jordan's current state of pharmaceutical care implementation and the associated barriers. Methods: A validated survey was distributed to hospital pharmacists in different major tertiary hospitals in Jordan. The study questionnaire contained five sections to assess sociodemographic characteristics, pharmacists' understanding of pharmaceutical care, attitudes towards pharmaceutical care, potential barriers that may limit the delivery of pharmaceutical care, and the extent of pharmaceutical care implementation in the hospital setting. Results: The survey was completed by 152 hospital pharmacists. Participants in this study demonstrated adequate levels of knowledge about pharmaceutical care (Mean = 9.36 out of 11, SD = 1.23) and expressed favorable perceptions of pharmaceutical care (mean = 3.77 out of 5; SD = 0.7). Although more than one-third of the pharmacists practiced pharmaceutical care, the study revealed a number of impediments to the delivery of pharmacological care services. Regression analysis revealed that age (P < 0.05) and years of experience (P < 0.05) were significant predictors of knowledge, while age (P < 0.05), gender (P < 0.05), the graduation university (governmental vs. private) (P < 0.05), and years of experience (P < 0.05) were significant predictors of attitude. Furthermore, Doctor of Pharmacy degree holders had fewer barriers to pharmaceutical care implementation but were more actively involved in pharmaceutical care practice than those with a Bachelor of Pharmacy degree (P < 0.01 and P < 0.05 respectively). Pharmacists with a Master's degree or higher in pharmacy were more actively involved in pharmaceutical care practice than those with a Bachelor of Pharmacy degree (P < 0.05). Pharmacists working in the Ministry of Health and the Royal Medical Services experienced more barriers than those working in teaching hospitals (P < 0.05). Conclusions: Although the current study indicated high knowledge and perceptions regarding pharmaceutical care among hospital pharmacists, the provision of pharmaceutical care is not widely practiced in Jordan. Moreover, several barriers to the practice of pharmaceutical care were identified, highlighting the need for effective strategies to be put in place to overcome these obstacles. These strategies should include increasing the number of pharmacy staff, resolving timing issues, providing adequate financial initiatives, improving communication skills, changing the layout of pharmacies to include a private counseling room, developing specific policies that support the role of the pharmacist in patient care, and providing effective training and continuing professional education programs.

Impact of pharmaceutical care for asthma patients on health-related outcomes: An umbrella review.

Recent systematic reviews suggest that pharmacists' interventions in asthma patients have a positive impact on health-related outcomes. Nevertheless, the association is not well established, and the role of clinical pharmacists is poorly represented. The aim of this overview of systematic reviews is to identify published systematic reviews assessing the impact of pharmacists' interventions on health-related outcomes measured in asthma patients. PubMed, Embase, Scopus, and Cochrane Library were searched from inception to December 2022. Systematic reviews of all study designs and settings were included. Methodological quality was assessed using AMSTAR 2. Two investigators performed study selection, quality assessment and data collection independently. Nine systematic reviews met the inclusion criteria. Methodological quality was rated as high in one, low in two, and critically low in six. Reviews included 51 primary studies reporting mainly quality of life, asthma control, lung capacity, and therapeutic adherence. Only four studies were carried out in a hospital setting and only two reviews stated the inclusion of severe asthma patients. The quality of the systematic reviews was generally low, and this was the major limitation of this overview of systematic reviews. However, solid evidence supports that pharmaceutical care improves health-related outcomes in asthma patients.

Association of the barriers of pharmaceutical care perceived by clinical pharmacists and occupational stress in tertiary hospitals of China.

Objective: As an important member of the healthcare team, clinical pharmacists' occupational stress will lead to a decline in the quality of pharmaceutical care. According to person-environment fit theory, barriers of pharmaceutical care perceived by clinical pharmacists may be a potential factor influencing occupational stress. This study aimed to assess the association between the specific barriers of pharmaceutical care perceived by clinical pharmacists and their occupational stress in China. Method: A field-based questionnaire survey of tertiary hospitals was conducted in 31 provincial administrative regions in mainland China using a multi-stage stratified sampling method. Data on occupational stress, barriers of pharmaceutical care perceived by clinical pharmacists and other factors of job stress were collected using the Brief Job Stress Questionnaire and a self-administered instrument. The instruments have undergone multiple rounds of pilot investigations, and their reliability is acceptable. Ordinary least squares regression was used to evaluate the association of the perceived barriers and other factors with their occupational stress. Result: A total of 625 clinical pharmacists from 311 tertiary hospitals in China (response rate = 84%) participated. Perceived resource dimension barriers (p = 0.00) and self-improvement dimension barriers (p = 0.01) were associated with increased occupational stress of the participants. In addition, clinical pharmacists with senior professional titles and engaged in neurology and ICU have higher occupational stress. Conclusion: By removing barriers to pharmacists' resources and self-improvement, it is possible to better meet the work needs of clinical pharmacists and may effectively reduce occupational stress, thereby improving the quality of pharmaceutical services.

Implementation of Interprofessional Pharmaceutical Care Initiatives: Lessons Learned from Successful Bottom-Up Initiatives in Primary Care.

Introduction: Although there is evidence that interprofessional, person-centred, integrated care is important for optimising pharmaceutical care of older people with polypharmacy, this way of working is often not implemented in practice. The aim of this study was to identify common characteristics of successful interprofessional initiatives and factors influencing their implementation, in order to close this know-do gap. Methods: A qualitative, explorative design with in-depth semi-structured interviews was used. Flemish primary healthcare professionals (HCPs) and patients aged over 75, involved in successful initiatives of interprofessional pharmaceutical care for older people with polypharmacy, were included. Inductive analysis was conducted to identify main topics. Results: Fifteen HCPs and four patients, involved in nine interprofessional initiatives, were interviewed. In all initiatives the HCPs had interprofessional consultations about older people with polypharmacy. The interaction between the characteristics of the initiatives and the context had an important impact on the implementation. These context factors were positioned under the micro-, meso- and macro context. Implementation strategies, actions to enhance the initiatives' adoption, corresponded with three themes: communication and influence, coordination by different stakeholders, and (dis)incentives. Conclusion: The identification of these success factors might inspire HCPs, providers of interprofessional education and policymakers to facilitate interprofessional pharmaceutical care.

Adverse Event Signal Detection Using Patients' Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models.

BACKGROUND: Early detection of adverse events and their management are crucial to improving anticancer treatment outcomes, and listening to patients' subjective opinions (patients' voices) can make a major contribution to improving safety management. Recent progress in deep learning technologies has enabled various new approaches for the evaluation of safety-related events based on patient-generated text data, but few studies have focused on the improvement of real-time safety monitoring for individual patients. In addition, no study has yet been performed to validate deep learning models for screening patients' narratives for clinically important adverse event signals that require medical intervention. In our previous work, novel deep learning models have been developed to detect adverse event signals for hand-foot syndrome or adverse events limiting patients' daily lives from the authored narratives of patients with cancer, aiming ultimately to use them as safety monitoring support tools for individual patients. OBJECTIVE: This study was designed to evaluate whether our deep learning models can screen clinically important adverse event signals that require intervention by health care professionals. The applicability of our deep learning models to data on patients' concerns at pharmacies was also assessed. METHODS: Pharmaceutical care records at community pharmacies were used for the evaluation of our deep learning models. The records followed the SOAP format, consisting of subjective (S), objective (O), assessment (A), and plan (P) columns. Because of the unique combination of patients' concerns in the S column and the professional records of the pharmacists, this was considered a suitable data for the present purpose. Our deep learning models were applied to the S records of patients with cancer, and the extracted adverse event signals were assessed in relation to medical actions and prescribed drugs. RESULTS: From 30,784 S records of 2479 patients with at least 1 prescription of anticancer drugs, our deep learning models extracted true adverse event signals with more than 80% accuracy for both hand-foot syndrome (n=152, 91%) and adverse events limiting patients' daily lives (n=157, 80.1%). The deep learning models were also able to screen adverse event signals that require medical intervention by health care providers. The extracted adverse event signals could reflect the side effects of anticancer drugs used by the patients based on analysis of prescribed anticancer drugs. "Pain or numbness" (n=57, 36.3%), "fever" (n=46, 29.3%), and "nausea" (n=40, 25.5%) were common symptoms out of the true adverse event signals identified by the model for adverse events limiting patients' daily lives. CONCLUSIONS: Our deep learning models were able to screen clinically important adverse event signals that require intervention for symptoms. It was also confirmed that these deep learning models could be applied to patients' subjective information recorded in pharmaceutical care records accumulated during pharmacists' daily work.

Pharmaceutical care in respiratory diseases: Current situation and opportunities for Hospital Pharmacy in Spain. / Atención farmacéutica en enfermedades respiratorias: situación y oportunidades de la farmacia hospitalaria en España.

OBJECTIVE: Respiratory diseases present a challenge for the healthcare system due to their prevalence and clinical impact. The aim of this study was to explore the current situation of hospital pharmacy in the field of respiratory diseases. METHOD: Observational, cross-sectional study, with a national scope, divided into 2 parts. In an initial phase, the activity and level of pharmaceutical care in respiratory diseases was evaluated through an online questionnaire using REDCap. The survey was addressed to department chiefs and consisted of 17 items, divided into 2 modules: general data and general activity. The second phase was open to hospital pharmacists, with the aim of exploring their opinion on care, training, and improvement needs. The number of items in this phase was 19, divided into 5 modules: general data, pharmaceutical care, competencies, training and degree of satisfaction. RESULTS: In the first phase, 23 hospitals were included. Most of them (n=20) had a pharmacist in charge of respiratory diseases. However, a large proportion of them dedicated less than 40% of their working day to this activity. The pharmacist's activity occurred at the level of external patients (n=20), hospitalized patients (n=16), and secondarily in management (n=8). Integration is greater in pathologies such as asthma, IPF, pulmonary hypertension, and bronchiectasis. Participation in committees was present in 15 hospitals, with variability in pathologies and degree of involvement. In the second phase, 164 pharmacists participated, who considered pharmaceutical care in cystic fibrosis, asthma and lung transplant as a priority. Fifty-one percent considered integration to be adequate and 91% considered it necessary to implement prioritization criteria. Professional competencies ranged from 6.5-6.9 out of 10 points. Only 45% of participants had received specific training in the last four years, indicating greater priority for asthma, pulmonary hypertension and IPF. CONCLUSIONS: Most centers have pharmacists specialized in respiratory diseases. However, there is room for improvement in terms of sub specialization, participation in multidisciplinary committees, implementation of prioritization criteria, diversification in pathologies treated, as well as greater specific training in this area.

Análisis 2016-2021 del desarrollo del proyecto de atención farmacéutica al paciente externo MAPEX por Comunidades Autónomas / Analysis 2016-2021 of the development of the MAPEX outpatient pharmaceutical care Project by regions in Spain

Objetivo: analizar la evolución del proyecto «Mapa Estratégico de Atención Farmacéutica al Paciente Externo» (MAPEX) por comunidades autónomas en España, a través del análisis de los resultados de la encuesta de situación comparativa entre los años 2016 y 2021. Métodos: un comité de expertos nacionales pertenecientes a la Sociedad Española de Farmacia Hospitalaria elaboró la Encuesta MAPEX sobre la situación de las unidades de pacientes externos, que constó de 43 preguntas específicas de aspectos relacionados con estructura, contexto, integración, procesos, resultados y formación, docencia e investigación. Se llevó a cabo en 2 periodos, uno en 2016 y otro en 2021 (con 3 preguntas adicionales en 2021, relacionadas con los avances de la iniciativa MAPEX y las líneas prioritarias a seguir). Se realizó un análisis comparativo de resultados a nivel nacional y por comunidad autónoma. Resultados: participaron 141 hospitales en 2016 y 138 en 2021, con representación de las 17 comunidades autónomas. El análisis de los resultados mostró mejoras significativas en todas las dimensiones de la encuesta, con variabilidad entre las diferentes regiones. De entre las mejoras más importantes, destacó el desarrollo y consolidación de la telefarmacia, la mayor especialización del farmacéutico por áreas de conocimiento y su integración en equipos multidisciplinares. La mejora del modelo asistencial se consideró el mayor avance a nivel general (65%) y la atención farmacéutica no presencial a nivel de centro (48,2%). Se consideraron líneas prioritarias de trabajo la expansión y aplicación práctica de la metodología de atención farmacéutica (66,4%), la investigación (58,4%) y la formación en todas las iniciativas MAPEX (53,3%). Conclusiones: la implantación y desarrollo de las iniciativas MAPEX ha supuesto un impacto positivo en la evolución en todos los ámbitos asistenciales de la atención farmacéutica al paciente externo. La encuesta permite identificar...(AU)

Objective: Analyse the evolution of the MAPEX Project (Strategic Map of Pharmaceutical Care for Outpatients) by regions in Spain, through the results of the comparative situation survey between the years 2016 and 2021. Methods: A committee of national experts belonging to the Spanish Society of Hospital Pharmacy prepared the MAPEX Survey on the situation of Outpatient Units, which consisted of 43 specific questions on aspects related to structure, context, integration, processes, results and training, teaching and investigation. It was carried out in two periods, one in 2016 and another in 2021 (with 3 additional questions in 2021, related to the progress of the MAPEX initiative and the priority lines to follow). A comparative analysis of results was carried out at the national level and by regions in Spain. Results: 141 hospitals participated in 2016 and 138 in 2021, with representation from the 17 autonomous communities. The analysis of the results shows significant improvements in all the dimensions of the survey, with variability between the different regions. Among the most important improvements, the development and consolidation of telepharmacy stood out, the greater specialization of pharmacists by areas of knowledge and their integration into multidisciplinary teams. The improvement of the healthcare model was considered the greatest advance at a general level (65%), and remote pharmaceutical care at the hospital level (48.2%). Priority lines of work were considered the expansion and practical application of the pharmaceutical care methodology (66.4%), research (58.4%), and training in all MAPEX initiatives (53.3%). Conclusions: The implementation and development of the MAPEX initiatives has had a positive impact on the evolution in all healthcare areas of pharmaceutical care for outpatients. The situation survey makes it possible to identify by regions the significant points for improvement...(AU)

Analysis 2016-2021 of the development of the MAPEX outpatient pharmaceutical care Project by Regions in Spain / Análisis 2016-2021 del desarrollo del Proyecto de atención farmacéutica al paciente externo MAPEX por Comunidades Autónomas en España

Objetivo: analizar la evolución del proyecto «Mapa Estratégico de Atención Farmacéutica al Paciente Externo» (MAPEX) por comunidades autónomas en España, a través del análisis de los resultados de la encuesta de situación comparativa entre los años 2016 y 2021. Métodos: un comité de expertos nacionales pertenecientes a la Sociedad Española de Farmacia Hospitalaria elaboró la Encuesta MAPEX sobre la situación de las unidades de pacientes externos, que constó de 43 preguntas específicas de aspectos relacionados con estructura, contexto, integración, procesos, resultados y formación, docencia e investigación. Se llevó a cabo en 2 periodos, uno en 2016 y otro en 2021 (con 3 preguntas adicionales en 2021, relacionadas con los avances de la iniciativa MAPEX y las líneas prioritarias a seguir). Se realizó un análisis comparativo de resultados a nivel nacional y por comunidad autónoma. Resultados: participaron 141 hospitales en 2016 y 138 en 2021, con representación de las 17 comunidades autónomas. El análisis de los resultados mostró mejoras significativas en todas las dimensiones de la encuesta, con variabilidad entre las diferentes regiones. De entre las mejoras más importantes, destacó el desarrollo y consolidación de la telefarmacia, la mayor especialización del farmacéutico por áreas de conocimiento y su integración en equipos multidisciplinares. La mejora del modelo asistencial se consideró el mayor avance a nivel general (65%) y la atención farmacéutica no presencial a nivel de centro (48,2%). Se consideraron líneas prioritarias de trabajo la expansión y aplicación práctica de la metodología de atención farmacéutica (66,4%), la investigación (58,4%) y la formación en todas las iniciativas MAPEX (53,3%). Conclusiones: la implantación y desarrollo de las iniciativas MAPEX ha supuesto un impacto positivo en la evolución en todos los ámbitos asistenciales de la atención farmacéutica al paciente externo. La encuesta permite identificar...(AU)

Objective: Analyse the evolution of the MAPEX Project (Strategic Map of Pharmaceutical Care for Outpatients) by regions in Spain, through the results of the comparative situation survey between the years 2016 and 2021. Methods: A committee of national experts belonging to the Spanish Society of Hospital Pharmacy prepared the MAPEX Survey on the situation of Outpatient Units, which consisted of 43 specific questions on aspects related to structure, context, integration, processes, results and training, teaching and investigation. It was carried out in two periods, one in 2016 and another in 2021 (with 3 additional questions in 2021, related to the progress of the MAPEX initiative and the priority lines to follow). A comparative analysis of results was carried out at the national level and by regions in Spain. Results: 141 hospitals participated in 2016 and 138 in 2021, with representation from the 17 autonomous communities. The analysis of the results shows significant improvements in all the dimensions of the survey, with variability between the different regions. Among the most important improvements, the development and consolidation of telepharmacy stood out, the greater specialization of pharmacists by areas of knowledge and their integration into multidisciplinary teams. The improvement of the healthcare model was considered the greatest advance at a general level (65%), and remote pharmaceutical care at the hospital level (48.2%). Priority lines of work were considered the expansion and practical application of the pharmaceutical care methodology (66.4%), research (58.4%), and training in all MAPEX initiatives (53.3%). Conclusions: The implementation and development of the MAPEX initiatives has had a positive impact on the evolution in all healthcare areas of pharmaceutical care for outpatients. The situation survey makes it possible to identify by regions the significant points for improvement...(AU)

Comparación de la calidad de vida en personas que viven con infección por VIH en seguimiento mediante atención farmacéutica según metodología capacidad motivación-oportunidad vs. seguimiento convencional. Proyecto MAS-VIH / Comparison of quality of life in patients living with HIV infection through pharmaceutical care according to CMO methodology vs. conventional follow-up. MAS-VIH project

Objetivo. Comparar la calidad de vida en personas que viven con infección por el Virus de la Inmunodeficiencia Humana según el modelo de Atención Farmacéutica que reciben en los Servicios de Farmacia Hospitalaria: CMO (capacidad, motivación y oportunidad), versus seguimiento convencional. Método. Estudio longitudinal, prospectivo, multicéntrico, realizado entre octubre-2019 y noviembre-2021 en 14 Servicios de Farmacia Hospitalaria de España. Se incluyeron pacientes mayores de 18 años, que recibían tratamiento antirretroviral y acudían a las consultas de Atención Farmacéutica durante ≥1 año. Se excluyeron aquellos pacientes sin autonomía para completar los cuestionarios previstos. Los centros fueron aleatorizados a seguir utilizando la misma sistemática de trabajo (seguimiento tradicional) o implementar el modelo CMO, utilizando la estratificación, establecimiento de objetivos farmacoterapéuticos, uso de entrevista motivacional, así como el seguimientolongitudinal con nuevas tecnologías. La variable principal fue la diferencia en el número de dimensiones afectadas negativamente, en cada rama, a las 24 semanas, según cuestionario MOS-HIV. En el brazo CMO se registraron las intervenciones más frecuentemente realizadas.Resultados. Se incluyeron 151 pacientes. La mediana de edad fue de 51,3 años. Se encontró mejora significativa de la calidad de vida al final del seguimiento en el grupo CMO, reduciéndose el número de pacientes con dimensiones afectadas negativamente (2/11 vs 8/11). Las intervenciones más frecuentes llevadas a cabo, según la taxonomía, fueron: Motivación (51,7%) y Revisión y validación del TAR (49,4%). Conclusiones. La calidad de vida de los pacientes es superior en aquellos centros que desarrollan Atención Farmacéutica basada en metodología CMO en comparación con el seguimiento tradicional. (AU)

Objective. To compare quality of life, in patients livingwith HIV infection with pharmaceutical care according to the CMO methodology: capacity, motivation and opportunity versus conventional follow-up. Method. Longitudinal, prospective, multicenter, health intervention study, conducted between October 2019 and November 2021 in 14 centers throughout Spain. Patients over 18 years of age, receiving antiretroviral treatment and attending the consultations of the participating Pharmacy Services for 1 year were included. Patients who did not have the autonomy to complete the planned questionnaires were excluded. At baseline, participating centers were randomized to continue using the same systematics of work (traditional follow-up) or to implement the CMO model using patient stratification models, goal setting in relation to pharmacotherapy, use of motivational interviewing, as well as longitudinal follow-up enabled by new technologies. The main variable was the difference in the number of dimensions positively affected in each follow-up arm at 24 weeks of follow-up according to the MOS-HIV questionnaire. In the CMO group, the interventions performed the most frequently were recorded. Results. 151 patients were included. The median age was 51.35 years. A significant improvement in quality of life was found at the end of follow-up in the CMO group, reducing the number of patients with negatively affected dimensions (2/11 vs 8/11). The most frequent interventions carried out in the CMO group, according to the taxonomy, were Motivation (51,7%) and review and validation (49,4%) Conclusions. The quality of life of patients is higher in those centers that develop Pharmaceutical Care based on the CMO methodology compared to traditional follow-up. (AU)

Implementation of Virtual Interactive Cases for Pharmacy Education: A Single-Center Experience.

Patient case simulation software are described in pharmacy education literature as useful tools to improve skills in patient assessment (including medication history-taking and physical assessment), clinical reasoning and communication, and are typically well-received by students and instructors. The virtual interactive case (VIC) system is a web-based software developed to deliver deliberate practice opportunities in simulated patient encounters across a spectrum of clinical topics. This article describes the implementation and utilization of VIC in the undergraduate curriculum at one Canadian pharmacy school. Methods: At our facility, the use of VIC was integrated across the training spectrum in the curriculum, including core and elective didactic courses and practice labs, experiential learning, interprofessional education, and continuing education. Its use was evaluated through student and instructor surveys and qualitative student interviews). VIC is easy to navigate and created a positive and realistic learning environment. Students identified that it enhanced their ability to identify relevant patient information, accurately simulated hospital pharmacy practice and thereby helped them to prepare for their upcoming experiential courses. The use of VIC has expanded beyond its original intended purpose for individual student practice to become a valuable addition to pharmacy undergraduate education. Future plans include ongoing development of cases and exploration of further uses of VIC within the didactic curriculum, for remediation in experiential courses, and for pharmacist continuing education.

Characteristics, knowledge, attitude, and practice of pharmacy personnel in supporting tuberculosis treatment: A multicentre cross-sectional study in a high-burden tuberculosis country.

BACKGROUND: Positive roles of community pharmacy in TB care have been widely reported. However, the actual practice of supporting TB treatment is not optimal yet. Therefore, we analyzed the current practice of community pharmacy personnel and its factors in supporting the successful treatment of TB patients in Indonesia, aiming to develop strategies for effective and sustainable TB practice models for the community pharmacy. METHODS: We performed a cross-sectional survey in three areas representing Indonesia's eastern, central, and western parts. Development and validation of the questionnaire were conducted to assess four domains, i.e., characteristics, knowledge, attitudes, and practice of community pharmacy personnel in supporting the successful treatment of TB patients. Data were collected with purposive convenience sampling using online and offline questionnaires. Descriptive analyses were used to summarize factors in each domain, while binary logistic regression was used to analyze the associated factors of the practice. RESULTS: Thirty-five questionnaire items indicated a valid instrument, and the study successfully included 844 participants who comprised pharmacists (n= 473, 56%) and pharmacy assistants (n= 371, 44%). Although most of the knowledge items were correctly answered by more than 60% of the participants, items related to TB signs, risk groups, drug regimens, and medicine uses were still less than 60%. This was in line with exposure to updated TB training in only 51% of the participants (n= 426). Most of the participants had a positive attitude toward their professional role (n= 736, 87%), capability (n= 646, 77%), and consequences (n= 655, 78%) in supporting TB treatment. However, this was not aligned with the actual practice of supporting TB treatment, intensively performed by only 1.3% of participants (n=11). We identified several factors associated with the practice, i.e., a pharmacy assistant background (p<0.05), short working time (p<0.05), experience in TB training (p<0.001), and a positive attitude (p<0.001). CONCLUSIONS: This study highlighted a limited number of community pharmacy personnel practising as TB treatment supporters in Indonesia. An interventional package considering the identified factors is needed to develop effective and sustainable practices in the real world.

Effectiveness of clinical pharmacist interventions in optimizing pharmacotherapy for somatic comorbidities in serious mental illness: A clinical audit.

Background: Clinical pharmacists significantly improve pharmacotherapy outcomes. Patients with serious mental illness (SMI) represent a group particularly vulnerable to medication mismanagement, potentially benefiting from pharmaceutical care targeting medication appropriateness. Objective: This study aimed to assess the prevalence of inappropriate medication for somatic comorbidities in SMI patients and to evaluate the impact of clinical pharmacist-led interventions. Methods: A pre-post intervention audit involving clinical pharmacist intervention was conducted on SMI patients with somatic comorbidities in a psychiatric clinic in Greece. A comprehensive medication review was undertaken by a clinical pharmacist. The Medicines Appropriateness Index (MAI) and Assessment of Underutilization of medication (AOU) instruments were used to gauge pharmacotherapy appropriateness before and after intervention. Physician acceptance rates and clinical significance were also noted. Statistical analysis employed descriptive and inferential methods, with a significance level set at α = 0.05. Results: A total of 58 patients were reviewed. Most patients (75.86%) were being inappropriately treated at baseline, versus 15.52% post-intervention. The pharmacist proposed 107 interventions of which 104 (97.2%) were physician-accepted. Changes in MAI and AOU identified improved medication appropriateness post-intervention [χ2 = 33.029, p < 0.005]. Pharmacist interventions resulted in more (52.1%, n = 25), less (16.7%, n = 8) and no changes (31.2%, n = 15) in the total number of prescribed medicines [median difference:1, p < 0.005]. From 49 medication initiation recommendations, the most prescribed medicines were statins for primary or secondary prevention (n = 21, 42.8%), aspirin for primary or secondary prevention (n = 9, 18.36%) and metformin (n = 4, 8.2%). Conclusion: SMI patients had a high prevalence of physical comorbidities, mainly cardiovascular disease, and a high ratio of inappropriate medication treatment. Intervention by a clinical pharmacist significantly improved medication appropriateness and led to the adoption of a new standard of care, to be checked with re-auditing.

Risk stratification model for the pharmaceutical care of oncology patients with solid or hematologic neoplasms. / [Artículo traducido] Modelo de estratificación de riesgo de atención farmacéutica para pacientes oncológicos con neoplasias sólidas o hematológicas.

OBJECTIVE: We aimed to develop of a risk stratification model for the pharmaceutical care (PC) of patients with solid or hematologic neoplasms who required antineoplastic agents or supportive treatments. METHOD: The risk stratification model was collaboratively developed by oncology pharmacists from the Spanish Society of Hospital Pharmacy (SEFH). It underwent refinement through three workshops and a pilot study. Variables were defined, grouped into four dimensions, and assigned relative weights. The pilot study collected and analyzed data from participating centers to determine priority levels and evaluate variable contributions. The study followed the Kaiser Permanente pyramid model, categorizing patients into three priority levels: Priority 1 (intensive PC, 90th percentile), Priority 2 (60th-90th percentiles), and Priority 3 (60th percentile). Cut-off points were determined based on this stratification. Participating centers recorded variables in an Excel sheet, calculating mean weight scores for each priority level and the total risk score. RESULTS: The participants agreed to complete a questionnaire that comprised 22 variables grouped into 4 dimensions: demographic (maximum score =11); social and health variables and cognitive and functional status (maximum = 19); clinical and health services utilization (maximum = 25); and treatment-related (maximum = 41). From the results of applying the model to the 199 patients enrolled, the cutoff points for categorization were 28 or more points for priority 1, 16 to 27 points for priority 2 and less than 16 for priority 3; more than 80% of the total score was based on the dimensions of 'clinical and health services utilization' and 'treatment-related'. Interventions based on the pharmaceutical care model were recommended for patients with solid or hematological neoplasms, according to their prioritization level. CONCLUSION: This stratification model enables the identification of cancer patients requiring a higher level of pharmaceutical care and facilitates the adjustment of care capacity. Validation of the model in a representative population is necessary to establish its effectiveness.

Development of machine-learning models using pharmacy inquiry database for predicting dose-related inquiries in a tertiary teaching hospital.

BACKGROUND: Drug-related problems (DRPs) are a significant concern in healthcare. Pharmacists play a vital role in detecting and resolving DRPs to improve patient safety. A pharmacy inquiry program was established in a tertiary teaching hospital to document inquiries about physicians' orders, aimed at preventing potential DRPs or providing medication information during order reviews. OBJECTIVE: We aimed to develop machine-learning models using a pharmacy inquiry database to predict dose-related inquiries based on prescriptions and patient information. METHODS: This retrospective study analyzed 20,393 pharmacy inquiries collected between January 2018 and February 2023. Data included prescription information (drug ingredient, dose, unit, and frequency), patient characteristics (age, sex, weight, and department), and renal function. The inquiries were categorized into two classes: dose-related inquiries (e.g., wrong dose and inappropriate regimen) and non-dose-related inquiries (e.g., inappropriate drug form and administration route). Six machine-learning models were developed: logistic regression, support vector classifier, decision tree, random forest, extreme gradient boosting, and categorical boosting. To evaluate the performance of the models, the area under the receiver operating characteristic curve and the accuracy were compared. RESULTS: The CatBoost model achieved the highest performance (sensitivity: 0.92; accuracy: 0.79). The SHapley Additive exPlanations values highlighted the importance of features in the model predictions, drug ingredients, units, and renal function, in that order. Notably, lower renal function positively contributed to the prediction of dose-related inquiries. Additionally, the subsequent feature importance among drug ingredients showed that drugs such as acetylsalicylic acid, famotidine, metformin, and spironolactone strongly influenced the prediction of dose-related inquiries. CONCLUSION: Machine-learning models that use pharmacy inquiry data can effectively predict dose-related inquiries. Further external validation and refinement of the models are required for broader applications in healthcare settings. These findings provide valuable guidance for healthcare professionals and highlight the potential of machine learning in pharmacists' decision-making.

Perception of Polish pharmacy students on simulation exercise in pharmaceutical care for diabetes-a pilot study.

BACKGROUND: The transformation of a pharmacist's role from that of a drug dispenser to an advisor and patient educator, partially accelerated by the COVID-19 pandemic, requires a thorough change in the pharmacy curriculum. Preparation for the provision of modern pharmaceutical services requires the use of the most advanced teaching methods, such as pharmaceutical simulation. Knowledge alone does not guarantee students' readiness and motivation to take on new challenges in their professional work, but it seems crucial that graduates of medical faculties have the ability to practically apply their knowledge, including in new and nonstandard situations. Therefore, in our study, we proposed an intervention using a simulation method (peer role play) in teaching pharmaceutical care, and we assessed its impact on students' levels of self-perceived confidence and self-efficacy in accordance with Bandura's theory. The aim of the study was to verify whether the introduction of these types of classes could be a useful element of pharmacy curriculum renewal. METHODS: The questionnaire-based study was conducted during pharmaceutical care peer role-playing classes in a simulation environment with a debriefing session among 85 final-year pharmacy students at Poznan University of Medical Sciences, Poland. The questionnaire consisted of two surveys: the General Self-Efficacy Scale (GSE) and a pre-post self-assessment and self-efficacy questionnaire. RESULTS: There was a positive correlation between the GSE score and self-efficacy (R = 0.52, p < 0.0001). A statistically significant increase in the post-self-assessment of all the skills and competencies included in the survey in the field of pharmaceutical care of a patient with diabetes compared to the pre-values was also observed (p < 0.001). Additionally, the students' self-efficacy in terms of communicating with patients was greater following the class than before the class (p < 0.001). CONCLUSIONS: The peer role-play active teaching method was found to be a cost-effective method allowing for an increase in the self-assessment and self-efficacy of pharmacy students in diabetic patient pharmaceutical care. However, further in-depth research is needed to fully confirm the effectiveness of simulation exercises for teaching pharmacy undergraduates.

Seguimiento farmacoterapéutico a pacientes polimedicados / Pharmaceutical care to polimedicated patients

Los servicios profesionales farmacéuticos asistenciales contribuyen a un mejor control de los problemas de salud, sobre todo en pacientes polimedicados, y a una optimización de los recursos sanitarios, lo cual conlleva una menor prescripción de medicamentos y un menor número de visitas a los centros sanitarios. Formaron parte de este estudio 78 pacientes, siendo el sexo femenino el más prevalente, con una edad media 72,49 ± 13,92 años; de ellos, 60 pacientes eran mayores de 65 años y, por tanto, considerados pacientes geriátricos. Fueron incluidos en un servicio de sistemas personalizados de dosificación y, posteriormente, se realizó un seguimiento farmacoterapéutico. Se detectaron 450 problemas relacionados con los medicamentos siendo los más frecuentes los asociados al paciente: falta de conocimiento de uso, mala adherencia terapéutica, errores en la administración…, siendo la probabilidad de presentarlos mayor en el sexo masculino. Asociados a estos problemas con los medicamentos se detectaron 160 resultados negativos asociados a la medicación; solo 5 de ellos no fueron resueltos durante la fase estudio, los más frecuentes fueron los de inefectividad no cuantitativa, es decir, aquellos que no se resuelven con una modificación de la dosis farmacológica sino incluyendo o eliminando otros principios activos. En conclusión, el servicio de sistema personalizado de dosificación precisa de una revisión de la medicación como, por ejemplo, el seguimiento farmacoterapéutico, ya que ambos permiten optimizar el tratamiento de los pacientes polimedicados, así como, un aumento del control de los problemas de salud.(AU)

Professional pharmaceutical care services contribute to better health problem control, especially in polymedicated patients, and to the optimization of health resources, which leads to less medication prescription and fewer visits to healthcare centers. This study included 78 patients, with the female sex being the most prevalent, with an average age of 72.49 ± 13.92 years; of these, 60 patients were over 65 years of age and, herefore, considered geriatric patients. They were included in a personalized medication dispensing service and, subsequently, a pharmacotherapeutic follow-up was carried out. 450 medication-related problems were detected, the most frequent of which were associated with the patient: lack of knowledge of use, poor therapeutic adherence, administration errors, etc., with the probability of presenting them being higher in the male sex. Associated with these medication problems, 160 negative medication-related results were detected; only 5 of them were not resolved during the study phase, the most frequent being those of non-quantitative ineffectiveness, that is, those that are not resolved with a modification of the pharmacological dose but by including or eliminating other active ingredients. In conclusion, the personalized medication dispensing service requires a medication review, such as pharmacotherapeutic follow-up, as both allow the optimization of the treatment of polymedicated patients, as well as an increase in the control of health problems.(AU)

Trends in Scientific Production on Pharmaceutical Follow-up andthe Dader Method / Tendencias en la producción científica sobre el seguimiento farmacéutico y el método Dader

Objective: Pharmacotherapeutic Follow-up is the Professional Pharmaceutical Care Service aimed at detecting Drug-Related Problems for the prevention and resolution of negative medicine outcomes. The Dader Method is considered a clear and simple tool to develop Pharmacotherapeutic Follow-up. This research aims to analyze the evolution of the international scientific production related to Pharmacotherapeutic Follow-up and the Dader Method to show the current situation of this Professional Pharmacy Assistance Service. In addition, from the data obtained, we give a critical perspective on the implementation of the Dader Method in Community Pharmacy, considering its advantages and disadvantages based on the published scientific literature. Methods: Using bibliometrics tools, indicators were obtained to analyze the international production of scientific articles on Pharmacotherapeutic Followup and the Dader Method during the period (1999-2022) through the Scopus database. Results: The results showed a growth in the international scientific production of publications on Pharmacotherapeutic Follow-up, obtaining 30,287 papers, placing the United States, the United Kingdom, Australia, Canada and Spain as the five most productive countries. The publication of 83 papers on the Dader Method places Spain with the highest number of publications, followed by other Spanish or Portuguese speaking countries, among which Brazil and Colombia have the most prominent number of published papers in Latin America. The most frequent international journal covering the topic of Pharmacotherapeutic Follow-up was the American Journal of Health- Pharmacy (12.4%), while on the Dader Method, the journal Pharmaceutical Care Spain (21.7%) is in the first position, followed by Farmacia Hospitalaria (8.4%). Conclusion: The publications on the Dader method highlighs the greater productivity of the University of Granada and the author María José Faus Dáder. The inclusion of patients in the PTF service using the Dader Method, is more frequent in the hospital context, and is based on the presence of defined chronic pathologies (mainly diabetes), polymedication or specialized care follow-up, with elderly population being the most represented in all cases.(AU)

Concordance between two models of stratification for patients living with HIV infection to providing pharmaceutical care.

OBJECTIVE: To determine the degree of agreement of 2 differents stratification models for pharmaceutical care to people living with HIV. METHODS: This was a single-center observational prospective cohort study of patients with regular follow-up in pharmaceutical care consultations according to the Capacity-Motivation-Opportunity methodology, conducted between January 1 and March 31, 2023. Patients received the pharmacotherapeutic interventions applied routinely to ambulatory care patients according to this model. As part of the usual clinical practice, the presence or absence of the variables that apply to both stratification models were collected. The scores obtained and the corresponding stratification level were collected for each patient according to both stratification models published (ST-2017 and ST-2022). To analyze the reliability between the measurements of 2 numerical score models of the stratification level with both tools, their degree of concordance was calculated using the intraclass correlation coefficient. Likewise, reliability was also evaluated from a qualitative perspective by means of Cohen's Kappa coefficient. Additionally, the existence of correlation between the scores of the 2 models was assessed by calculating Pearson's correlation coefficient. RESULTS: Of the total of 758 patients being followed in the cohort, finally, 233 patients were enrolled. The distribution of patients for each stratification model was: ST-2017: 59.7% level-3, 25.3% level-2, and 15.0% level-1, while for ST-2022: 60.9% level-3, 26.6% level-2, and 12.4% level-1. It was observed that the reclassification was symmetrical (P=.317). The qualitative analysis of the agreement between the models showed a good Cohen's kappa value, (K=0.66). A value of 0.563 was found as the intraclass correlation coefficient. Finally, the correlation analysis between the quantitative scores of the 2 models yielded a Pearson correlation coefficient of 0.86. CONCLUSIONS: The concordance between the 2 models was good, which confirms that the multidimensional adaptation and simplification of the model were correct and that its use can be extended in routine clinical practice.