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1.
Curr Pharm Teach Learn ; 16(6): 445-452, 2024 06.
Artigo em Inglês | MEDLINE | ID: mdl-38631946

RESUMO

BACKGROUND AND PURPOSE: Effective communication skills are essential for all pharmacists, regardless of practice setting. An implicit need in pharmacy education is to emphasize direct application of these skills to future healthcare practice prior to experiential rotations. The aim of this article is to describe how we revised a required first professional year (P1) doctor of pharmacy course to achieve two main goals: 1) improve the course relevance by connecting content to real-world skills; and 2) qualify all pharmacy students at our institution as certified National Diabetes Prevention Program (DPP) lifestyle coaches upon course completion. EDUCATIONAL ACTIVITY AND SETTING: Lifestyle coach training approved by the Centers for Disease Control and Prevention (CDC) was integrated into a P1 communications course consisting of 14 modules that include: review of diabetes pathophysiology, group facilitation skills, social determinants of health, food tracking, action planning, participant retention and program administration. This content serves as a direct application of pre-existing course objectives related to knowledge (evidence-based theory) and skills (technical and counseling) required for effective communication with patients, families, and health professionals. FINDINGS: Between 2019 and 2022, the redesigned course was offered to 373 P1 students. Course evaluations during this time were consistently positive. The average evaluation score since DPP activities were integrated into the course was 3.41 (on a 4-point scale). Based upon course evaluations, students appreciated three main benefits of incorporating lifestyle coach certification into the pharmacy curriculum: 1) a certified skill that can differentiate them in the job market; 2) practice of skills on real patients under faculty supervision in the community setting; 3) early exposure to pharmacy patient care topics, thus contributing to professional identity. SUMMARY: Integration of lifestyle coach training into an existing core P1 pharmacy course increased application and assessment of communications skills and allowed wider availability of trained coaches to deliver DPP in the community.


Assuntos
Currículo , Diabetes Mellitus , Promoção da Saúde , Humanos , Promoção da Saúde/métodos , Promoção da Saúde/normas , Diabetes Mellitus/terapia , Currículo/tendências , Currículo/normas , Educação em Farmácia/métodos , Educação em Farmácia/normas , Estilo de Vida , Comunicação , Estudantes de Farmácia/estatística & dados numéricos
2.
J Am Pharm Assoc (2003) ; 64(1): 88-95, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38453663

RESUMO

BACKGROUND: Medication self-management capacity (MMC) is essential to safe and independent living. There is a need to understand the challenges low-income older adults face during the routine use of medications to promote safe medication use and healthy aging in place. OBJECTIVE: To assess the cognitive and physical deficiencies in MMC and the impact of using pharmaceutical aids/services on MMC among low-income older adults. METHODS: This was a cross-sectional study of 107 older residents of 5 low-income housing buildings in Richmond, VA. The Medication Management Instrument for Deficiencies in the Elderly was used to measure MMC during individual in-person interviews. Participants were asked whether they used any medication aids, including medication lists, organizers, or reminders, or pharmacy services such as specialized medication packaging, medication synchronization, prescription home delivery, or mail order services. Multiple regression modeling was used to assess the relationship between MMC and the use of pharmaceutical aids/services. RESULTS: Eighty-nine percent of participants were African American with a mean (standard deviation [±SD]) age of 68.5 (7.2) years. The mean deficit in MMC was 3 (±2.0). The most challenging skill was naming all the medications (69.2%), followed by stating their indications (46.7%) and knowing how or when all of the medications should be taken (38.3%). Seventy-nine percent used at least 1 pharmaceutical aid/service; using 1 pharmaceutical aid/service was significantly associated with better MMC (P = .0285). Low educational level and health literacy were associated with deficits in MMC (P < .05). CONCLUSION: Many older adults residing in low-income housing had impaired capacity to manage their medications independently. Inadequate medication knowledge affected their cognitive ability to manage medications. Using a pharmaceutical aid/service was associated with better MMC. Greater attention to developing medication self-management skills for older adults with low health literacy and adverse social determinants of health is needed.


Assuntos
Habitação , Autogestão , Idoso , Humanos , Estudos Transversais , Vida Independente , Excipientes Farmacêuticos , Preparações Farmacêuticas , Pessoa de Meia-Idade
3.
Curr Pharm Teach Learn ; 14(12): 1463-1470, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36402694

RESUMO

INTRODUCTION: This study evaluated residents' assessment of the mentorship received and how it impacted lecture performance as part of a teaching and learning curriculum (TLC) program. METHODS: An anonymous survey was emailed to residents completing the Virginia Commonwealth University (VCU) School of Pharmacy's TLC during 2018-2019 and 2019-2020. The survey collected information about: the type of mentorship received, residents' self-perceived lecture performance, and residents' desire to be involved in academia post-residency. Data were summarized using descriptive statistics. Fisher's exact tests investigated the association between residents' self-perceived lecture enhancement due to mentorship and: mentors' involvement, residents' confidence in understanding the lecture topic, mentors' affiliation with VCU, and semester when the lecture occurred. Responses to open-ended questions were analyzed using thematic analysis. RESULTS: Forty-two of 86 residents (48.8%) completed the survey. Residents who were part of the TLC but did not deliver a lecture (n = 7) or taught practitioners instead of students (n =  2) were excluded, resulting in 33 participants. The majority of residents (87.9%) agreed or strongly agreed that mentorship enhanced their lecture. Mentors' level of involvement was significantly associated with residents' perception that the mentorship they received enhanced their lecture (P < .008). Residents' confidence in understanding the lecture topic, mentor affiliation, and semester when the lecture occurred were not associated with residents' self-perceived lecture enhancement due to mentorship. CONCLUSIONS: Active mentorship was associated with better self-perceived lecture performance. The best criteria for lecture mentorship should be established in the future to help prepare residents to give lectures.


Assuntos
Internato e Residência , Tutoria , Humanos , Mentores , Currículo , Universidades
4.
Am J Pharm Educ ; 83(8): 7246, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31831905

RESUMO

Objective. To compare educational outcomes between two iterations of a scholarship and research course for Doctor of Pharmacy (PharmD) students at Virginia Commonwealth University's School of Pharmacy. Methods. The first iteration of a course intended to teach pharmacy students the knowledge and skills necessary to design and conduct research involved lectures and application exercises, including limited guided questions about different aspects of the research process. In the fall of 2015, multiple structured activities and accompanying grading rubrics, each designed around the structure and content of a section of a research proposal, were introduced to the course to supplement lectures. Both iterations of the course culminated with students submitting a research proposal. After establishing interrater reliability, faculty members graded a random sample of 20 research proposals, 10 from each version of the course, and section-specific and overall proposal scores were compared. Results. In the proposals submitted after the course revisions, significant improvements in three areas were identified: the overall score, the section-specific scores for research hypothesis/specific aims, and institutional review board (IRB) discussion/informed consent. Nominal, though not statistically significant, improvements were observed in other sections. Conclusion. Additional research is needed regarding the best instructional strategies to reinforce data analysis and statistical testing knowledge and skills in PharmD students. Overall, our findings support the hypothesis that a more formalized, guided approach for teaching research methods improves learning outcomes for PharmD students.


Assuntos
Educação de Pós-Graduação em Farmácia/estatística & dados numéricos , Avaliação Educacional/estatística & dados numéricos , Bolsas de Estudo/estatística & dados numéricos , Estudantes de Farmácia/estatística & dados numéricos , Currículo/estatística & dados numéricos , Docentes/estatística & dados numéricos , Humanos , Aprendizagem , Reprodutibilidade dos Testes
5.
J Clin Hypertens (Greenwich) ; 21(12): 1803-1809, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31642596

RESUMO

Ambulatory blood pressure monitoring (ABPM) is considered the best means of diagnosing hypertension. However, it is rarely used and is reimbursed only under narrow conditions. We sought to gain insight into the perceived value of ABPM among stakeholders who responded to the Centers for Medicare and Medicaid Services' (CMS) request for comments to inform the first revision of ABPM reimbursement policy in over 15 years. We found that most comments were classifiable in two main themes, current coverage and future coverage. Individuals and institutions representing multiple disciplines and specialties were highly supportive of expanding the current CMS coverage of ABPM, including for a wide range of clinical indications and populations. It is clear from the comments reviewed that there is wide support for expanding CMS coverage for ABPM. Broad support for a change in ABPM reimbursement policy may lead to changes in the way this technology is used in the United States.


Assuntos
Monitorização Ambulatorial da Pressão Arterial/economia , Centers for Medicare and Medicaid Services, U.S./estatística & dados numéricos , Hipertensão/diagnóstico , Mecanismo de Reembolso/legislação & jurisprudência , Monitorização Ambulatorial da Pressão Arterial/estatística & dados numéricos , Feminino , Pessoal de Saúde/estatística & dados numéricos , Humanos , Hipertensão/fisiopatologia , Masculino , Hipertensão Mascarada/fisiopatologia , Medicare/legislação & jurisprudência , Pesquisa Qualitativa , Estados Unidos , Hipertensão do Jaleco Branco/fisiopatologia
6.
J Manag Care Spec Pharm ; 25(5): 578-586, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-31039059

RESUMO

BACKGROUND: Adjuvant endocrine therapy (AET) is a critical therapy in that it improves survival in women with hormone receptor-positive (HR+) breast cancer (BC), but adherence to AET is suboptimal. The purpose of this study was to fill scientific gaps about predictors of adherence to AET among black and white women diagnosed with BC. OBJECTIVE: To assess AET adherence in black and white insured women using multiple measures, including one that uses an innovative statistical approach. METHODS: Black and white women newly diagnosed with HR+ BC were identified from 2 health maintenance organizations. Pharmacy records captured the type of oral AET prescriptions and all fill dates. Multivariable logistic regression was used to identify predictors of adherence defined in terms of proportion of days covered (PDC; ≥ 80%) and medication gap of ≤ 10 days. A zero-inflated negative binomial (ZINB) regression model was used to identify variables associated with the total number of days of medication gaps. RESULTS: 1,925 women met inclusion criteria. 80% were PDC adherent (> 80%); 44% had a medication gap of ≤ 10 days; and 24% had no medication gap days. Race and age were significant in all multivariable models. Black women were less likely to be adherent based on PDC than white women (OR = 0.72, 95% CI = 0.57-0.90, P < 0.01), and they were less likely to have a medication gap of ≤ 10 days (OR = 0.65, 95% CI = 0.54-0.79, P < 0.001). Women aged 25-49 years were less likely to be PDC adherent than women aged 65-93 years (OR = 0.65, 95% CI = 0.48-0.87, P < 0.001). In the ZINB model, women were without their medication for an average of 37 days (SD = 50.5). CONCLUSIONS: Racial disparities in adherence to AET in the study highlight a need for interventions among insured women. Using various measures of adherence may help better understand this multidimensional concept. There might be benefits from using both more common dichotomous measures (e.g., PDC) and integrating novel statistical approaches to allow tailoring adherence to patterns within a specific sample. DISCLOSURES: This research was funded by the National Institutes of Health (R01CA154848). It was also supported in part by the NIH-NCI Cancer Center Support Grant P30 CA016059, the Laboratory of Telomere Health P30 CA51008, and the TSA Award No. UL1TR002649 from the National Center for Advancing Translational Sciences. The contents of this study are solely the responsibility of the authors and do not necessarily represent official views of the National Center for Advancing Translational Sciences or the National Institutes of Health. Bosworth reports grants from Sanofi, Otsuka, Johnson & Johnson, and Blue Cross/Blue Shield of NC and consulting fees from Sanofi and Otsuka. The other authors have nothing to disclose. The datasets generated during and/or analyzed during the current study are not publicly available due to privacy reasons but are available from the corresponding author on reasonable request. The author does not own these data. Data use was granted to the author as part of a data use agreement between specific agencies and organizations.


Assuntos
Antineoplásicos Hormonais/uso terapêutico , Neoplasias da Mama/terapia , Sobreviventes de Câncer/estatística & dados numéricos , Disparidades nos Níveis de Saúde , Adesão à Medicação/estatística & dados numéricos , Adulto , Negro ou Afro-Americano/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Quimioterapia Adjuvante/métodos , Quimioterapia Adjuvante/estatística & dados numéricos , Feminino , Humanos , Mastectomia , Pessoa de Meia-Idade , Receptores de Estrogênio/antagonistas & inibidores , Receptores de Estrogênio/metabolismo , Receptores de Progesterona/antagonistas & inibidores , Receptores de Progesterona/metabolismo , Estudos Retrospectivos , Análise de Sobrevida , Estados Unidos , População Branca/estatística & dados numéricos
7.
Intellect Dev Disabil ; 54(6): 412-426, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27893313

RESUMO

People who have intellectual and developmental disabilities (IDD) often rely on caregivers to assist in the medication management process. The aim of this study was to learn from caregivers, who are either family or support staff, what major issues arise throughout the process of managing medication and how these might be addressed. Problems identified by caregivers include (a) prescribers understanding of insurance and agency policies regarding medication utilization; (b) lack of continuity of care and accuracy of the medication record as well as clinical records;


Assuntos
Cuidadores/psicologia , Deficiências do Desenvolvimento/tratamento farmacológico , Deficiência Intelectual/tratamento farmacológico , Conduta do Tratamento Medicamentoso , Adulto , Idoso , Atitude Frente a Saúde , Prescrições de Medicamentos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Relações Médico-Paciente , Medicamentos sob Prescrição , Pesquisa Qualitativa , Adulto Jovem
8.
J Manag Care Spec Pharm ; 22(4): 388-95, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27023692

RESUMO

BACKGROUND: Comprehensive medication reviews (CMRs) consist of in-depth reviews of patients' medications to identify effectiveness or safety problems and often generate cost savings for individuals. Despite their advantages, CMRs are not widely obtained. Previous studies found that older age, female sex, and experience of side effects were associated with obtaining a medication review. OBJECTIVE: To quantify the association between attitudinal and clinical factors with intention and predict future behavior to obtain a CMR among Medicare Part D beneficiaries. METHODS: A sample of Medicare Part D beneficiaries from 1 health care plan (n = 660) completed a 14-item survey over the telephone assessing factors that were hypothesized to affect their intention and behavior to obtain a CMR. The survey collected medication use history and health care information with the medication user self-evaluation tool, health status, adherence, intention to obtain a CMR, and demographic characteristics. Subjects subsequently were informed that they could obtain a CMR from their pharmacies. Claims data were obtained that indicated which subjects received a CMR. Two dependent variables were predicted: intention to schedule a CMR using a multivariate linear regression model and receipt of a CMR using a logistic regression and including intention as a predictor variable. RESULTS: The mean age of participants was 76.6 (SD = 7.61) years; 71% were female; and participants took an average of 5.2 (SD = 3.18) medications. The intention to have a CMR was 2.85 (SD = 1.41) on a 5-point scale, and 5.6% of the participants actually had a CMR. Worrying about medications doing more harm than good, number of pharmacies where participants obtained their medications from, number of medications, and number of medical conditions predicted intention to obtain a CMR. Patients who perceived their health status to be poorer compared with others their age were more likely to have a CMR. Intention to obtain a CMR was not associated with receipt of a CMR. CONCLUSIONS: Stakeholders should target patients who perceive their health to be poor for a CMR, hence expanding the scope of CMRs and increasing the number of older adults benefiting from this service. DISCLOSURES: This study was funded by a grant from the Agency for Healthcare Research and Quality (1R18HS018353). Frank is an employee of Outcomes MTM. Pendergast has received grants from the NIH, NIA, and PICORI. Farris has received grants from NIH and speaker fees from Chulalongkorn University, Bangkok, Thailand, and the American College of Clinical Pharmacy. All other authors declare that they have no conflicts of interest. Study concept was developed by Farris, Pendergast, Chrischilles, and Doucette. Pendergast, Frank, Farris, and Aneese collected the data, with assistance from Chrischilles and Doucette. Data interpretation was performed by Farris, Marshall, Salgado, and Aneese, with assistance from the other authors. The manuscript was written by Farris, Salgado, and Aneese, with assistance from the other authors, and revised by Salgado and Marshall, assisted by the other authors.


Assuntos
Medicare Part D , Conduta do Tratamento Medicamentoso/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Assistência Farmacêutica/organização & administração , Idoso , Idoso de 80 Anos ou mais , Atitude Frente a Saúde , Feminino , Nível de Saúde , Humanos , Modelos Lineares , Modelos Logísticos , Masculino , Adesão à Medicação , Inquéritos e Questionários , Estados Unidos
9.
Eur J Hosp Pharm ; 23(2): 96-99, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31156824

RESUMO

PURPOSE: To compare the response of the pharmaceutical industry to information requests from a hospital pharmacy and a community pharmacy regarding the inadvertent exposure of refrigerated medicines (2-8°C) to out-of-range temperatures. METHODS: A complete list of all authorised medicines labelled for refrigeration was obtained from the Portuguese Medicines Agency. A standard information request regarding cold chain disruption for refrigerated medicines was sent to pharmaceutical companies from a hospital and a community pharmacy in Portugal. For companies who did not provide a response within the first 45 days, a second request was sent and an additional 45 days were allowed before completing data collection. To compare information received from the drug industry with that contained in the official European labelling, the Summaries of Product Characteristics (SmPCs) were retrieved from the regulatory agencies' databases. Response rate, response time and information appropriateness were assessed. RESULTS: A total of 792 medicines marketed by 70 different pharmaceutical companies were included. The hospital pharmacy received 560 (70.7%) responses, with a mean response time of 6.5 days (SD=5.3) for the first request. The community pharmacy obtained a response for 411 (51.9%), with a mean response time of 15.5 days (SD=4.8). More appropriate information was provided to hospital pharmacy requests. SmPCs did not contain complete information regarding the inadvertent exposure of medicines to unrefrigerated conditions. CONCLUSIONS: When enquired about a specific piece of information, the pharmaceutical industry provided quicker, higher quality and more frequent responses to a hospital pharmacy compared with a community pharmacy.

10.
Int J Clin Pharm ; 37(5): 687-97, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26001356

RESUMO

BACKGROUND: Multiple reviews have evaluated the impact of pharmacist-delivered patient care on health-related outcomes. However, it is unclear which of the pharmacist-delivered interventions in these services are the most effective. Aim of the review To gather the evidence of the impact of clinical pharmacy services on the medication use process or on patient outcomes using an overview of systematic reviews. METHODS: PubMed was searched to retrieve systematic reviews published between 2000 and 2010 that assessed the impact of clinical pharmacy services on the medication use process or patient outcomes. Two independent reviewers evaluated the study eligibility and one extracted the description and results of the services. The methodological quality of each review was assessed with the R-AMSTAR tool. RESULTS: Of the 343 potentially relevant records identified, 49 systematic reviews, comprising a total of 269 randomized controlled trials, met the selection criteria. Clinical pharmacy services that focused on specific medical conditions, such as hypertension or diabetes mellitus, revealed a positive impact of pharmacists' interventions on patient outcomes. For other medical conditions, however, the results were inconclusive (e.g., dyslipidemia or thromboprophylaxis). Interventions that targeted medication adherence and assessed the impact of clinical pharmacy services in prescription appropriateness also produced inconclusive results because of the variability of methods used to assess both medication adherence and medication appropriateness. CONCLUSIONS: Systematic reviews that assessed clinical pharmacy services targeting specific conditions were more conclusive given that the intervention was well defined, and the measured outcomes were unequivocal and tangible. Conversely, the results were inconclusive for interventions with a broader target and with monitoring parameters that were unclearly established or inconsistently assessed across studies. These findings emphasize the need to better define clinical pharmacy services and standardize methods that assess the impact of these services on patient health outcomes.


Assuntos
Avaliação do Impacto na Saúde/estatística & dados numéricos , Serviço de Farmácia Hospitalar/estatística & dados numéricos , Resultado do Tratamento , Gerenciamento Clínico , Prescrições de Medicamentos/estatística & dados numéricos , Humanos , Adesão à Medicação/estatística & dados numéricos
11.
Am J Health Syst Pharm ; 71(22): 1965-72, 2014 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-25349242

RESUMO

PURPOSE: The completeness and utility of pharmacy-oriented Medical Subject Headings (MeSH) relative to MeSH terminology pertaining to other healthcare professions (dentistry and nursing) are evaluated. METHODS: The 2013 version of the MeSH thesaurus-the standard vocabulary used by the National Library of Medicine (NLM) to index articles in PubMed and MEDLINE-was searched for dentistry-, nursing-, and pharmacy-specific terms using a truncation strategy (search terms: nurs*, dent*, and pharm*); the hierarchical level of each term and the number of descendant terms (an indication of the granularity of the associated NLM-indexed content) were determined. PubMed searches were conducted to identify areas of the MeSH hierarchy containing dentistry- and nursing-specific terms but no equivalent pharmacy-specific term. RESULTS: The search of the MeSH thesaurus identified 145 terms representing dentistry-specific activities and 94 and 26 terms specific to nursing and pharmacy practice, respectively. Analysis of the three sets of MeSH terms indicated that dentistry-oriented MeSH terms were generally situated more prominently within the MeSH hierarchy than terms for nursing- and pharmacy-oriented research; the MeSH terminology oriented toward nursing or dentistry practice was relatively more granular, allowing for increased specificity and power of information retrieval during PubMed and MEDLINE searches. Seventeen proposed new MeSH terms describing key areas of pharmacy practice were identified; the inclusion of these terms in the MeSH hierarchy could substantially expand and improve the retrievability of NLM-indexed literature. CONCLUSION: Imbalances and gaps were found in MeSH coverage of pharmacy concepts and terminology relative to MeSH terminology specific to the nursing and dentistry professions.


Assuntos
Prática Clínica Baseada em Evidências , Medical Subject Headings , Farmácia , Humanos , MEDLINE , Assistência Farmacêutica/organização & administração , PubMed , Estados Unidos , Vocabulário Controlado
12.
Int J Pharm Pract ; 22(4): 300-3, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24754627

RESUMO

OBJECTIVES: The aim of this study was to explore the differences in the views of Australian and Portuguese renal nurses on the provision of clinical pharmacy services in outpatient dialysis centres. METHODS: Semi-structured interviews were conducted with Australian and Portuguese renal nurses. The interviews were recorded and thematically content-analysed. KEY FINDINGS: Three main themes were identified: nurses' opinions towards pharmacists' current role; nurses' opinions towards pharmacists' future role; and future clinical pharmacy services to be provided. While Australian nurses appeared to be aware of pharmacists' competencies and viewed a role for pharmacists within the team, Portuguese nurses showed low expectations of pharmacists and regarded them as external to the team. CONCLUSIONS: Previous or lack of exposure to pharmacists' clinical skills and the existence of health policies that promote interprofessional collaboration appear to influence nurses' views.


Assuntos
Enfermeiras e Enfermeiros/psicologia , Assistência Farmacêutica/organização & administração , Farmacêuticos/organização & administração , Diálise Renal , Adulto , Assistência Ambulatorial/organização & administração , Instituições de Assistência Ambulatorial , Atitude do Pessoal de Saúde , Austrália , Competência Clínica , Comportamento Cooperativo , Coleta de Dados , Feminino , Política de Saúde , Humanos , Masculino , Pessoa de Meia-Idade , Assistência Farmacêutica/normas , Assistência Farmacêutica/tendências , Farmacêuticos/normas , Farmacêuticos/tendências , Portugal , Papel Profissional
13.
Geospat Health ; 6(1): 5-12, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22109858

RESUMO

Portugal has an uneven, city-centered bias in the distribution of hemodialysis centers found to contribute to health care inequities. A model has been developed with the aim of minimizing access inequity through the identification of the best possible localization of new hemodialysis facilities. The model was designed under the assumption that individuals from different geographic areas, ceteris paribus, present the same likelihood of requiring hemodialysis in the future. Distances to reach the closest hemodialysis facility were calculated for every municipality lacking one. Regions were scored by aggregating weights of the "individual burden", defined as the burden for an individual living in a region lacking a hemodialysis center to reach one as often as needed, and the "population burden", defined as the burden for the total population living in such a region. The model revealed that the average travelling distance for inhabitants in municipalities without a hemodialysis center is 32 km and that 145,551 inhabitants (1.5%) live more than 60 min away from a hemodialysis center, while 1,393,770 (13.8%) live 30-60 min away. Multivariate analysis showed that the current localization of hemodialysis facilities is associated with major urban areas. The model developed recommends 12 locations for establishing hemodialysis centers that would result in drastically reduced travel for 34 other municipalities, leaving only six (34,800 people) with over 60 min of travel. The application of this model should facilitate the planning of future hemodialysis services as it takes into consideration the potential impact of travel time for individuals in need of dialysis, as well as the logistic arrangements required to transport all patients with end-stage renal disease. The model is applicable in any country and health care planners can opt to weigh these two elements differently in the model according to their priorities.


Assuntos
Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Disparidades em Assistência à Saúde/estatística & dados numéricos , Regionalização da Saúde/estatística & dados numéricos , Diálise Renal/estatística & dados numéricos , Meios de Transporte/estatística & dados numéricos , Humanos , Avaliação das Necessidades/estatística & dados numéricos , Portugal
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