Project description:ObjectiveThe Diabetes Care Protocol (DCP), a multifaceted computerized decision support diabetes management intervention, reduces cardiovascular risk of type 2 diabetic patients. We performed a cost-effectiveness analysis of DCP from a Dutch health care perspective.Research design and methodsA cluster randomized trial provided data of DCP versus usual care. The 1-year follow-up patient data were extrapolated using a modified Dutch microsimulation diabetes model, computing individual lifetime health-related costs, and health effects. Incremental costs and effectiveness (quality-adjusted life-years [QALYs]) were estimated using multivariate generalized estimating equations to correct for practice-level clustering and confounding. Incremental cost-effectiveness ratios (ICERs) were calculated and cost-effectiveness acceptability curves were created. Stroke costs were calculated separately. Subgroup analyses examined patients with and without cardiovascular disease (CVD+ or CVD- patients, respectively).ResultsExcluding stroke, DCP patients lived longer (0.14 life-years, P = NS), experienced more QALYs (0.037, P = NS), and incurred higher total costs (euro 1,415, P = NS), resulting in an ICER of euro 38,243 per QALY gained. The likelihood of cost-effectiveness given a willingness-to-pay threshold of euro 20,000 per QALY gained is 30%. DCP had a more favorable effect on CVD+ patients (ICER = euro 14,814) than for CVD- patients (ICER = euro 121,285). Coronary heart disease costs were reduced (euro-587, P < 0.05).ConclusionsDCP reduces cardiovascular risk, resulting in only a slight improvement in QALYs, lower CVD costs, but higher total costs, with a high cost-effectiveness ratio. Cost-effective care can be achieved by focusing on cardiovascular risk factors in type 2 diabetic patients with a history of CVD.
Project description:The Hospital Library Caucus of the Medical Library Association (MLA) follows the practice established in 1953 of developing quality indicators and best practices in the newly developing and fast-changing world of hospital libraries. As these libraries increased in number and prominence, the Joint Commission on the Accreditation of Hospitals (JCAHO) included in 1978 a hospital library standard developed in collaboration with MLA. Subsequent changes in JCAHO, then The Joint Commission (TJC) knowledge management criteria as well as technological changes in the curation and delivery of evidence-based resources influenced standards changes over the years. The 2022 standards mark the most recent edition, replacing the 2007 standards.
Project description:Background Primary care plays a pivotal role in sustainable cardiovascular risk management (CVRM) but little is known about the organizational process of implementing the guidelines. The aim of the study was to describe the approach taken by a primary care group to implement the CVRM guideline. Methods Stepwise introduction and implementation of a programmatic CVRM care program was organized and facilitated by the care group between April 2010 and January 2013 in 137 affiliated general practices with 188 general practitioners (GPs), in the vicinity of Eindhoven, Netherlands. Care group support comprised sufficient staff, support with data extraction based on ICPC and ATC codes and with identification of eligible patients by scrutinizing patient health records and adequate coding of disease conditions. Results Patient selection based on availability of structured information on ICPC codes and risk factor levels from the electronic health records, led to 38,675 eligible patients in 2013. December 2019, the CVRM program was still running in 151 practices with 51,416 patients receiving programmatic CVRM care. Linking problems between 8 different electronic health record systems and the multidisciplinary information system for integrated care delayed adequate data collection until the beginning of 2013. Conclusion Commitment of affiliated GPs, a structured approach with adequate coding of diagnoses and risk factors, central data registration and additional funding for sufficient staff support are important conditions for the introduction and implementation of successful and sustainable programmatic CVRM care. This approach constitutes the basis for long-term follow up and annual evaluation. Supplementary Information The online version contains supplementary material available at 10.1186/s12875-021-01602-w.
Project description:Ischaemic heart disease, stroke, and other cardiovascular diseases (CVDs) lead to 17.5 million deaths worldwide per year. Taking into account population ageing, CVD death rates are decreasing steadily both in regions with reliable trend data and globally. The declines in high-income countries and some Latin American countries have been ongoing for decades without slowing. These positive trends have broadly coincided with, and benefited from, declines in smoking and physiological risk factors, such as blood pressure and serum cholesterol levels. These declines have also coincided with, and benefited from, improvements in medical care, including primary prevention, diagnosis, and treatment of acute CVDs, as well as post-hospital care, especially in the past 40 years. These variables, however, explain neither why the decline began when it did, nor the similarities and differences in the start time and rate of the decline between countries and sexes. In Russia and some other former Soviet countries, changes in volume and patterns of alcohol consumption have caused sharp rises in CVD mortality since the early 1990s. An important challenge in reaching firm conclusions about the drivers of these remarkable international trends is the paucity of time-trend data on CVD incidence, risk factors throughout the life-course, and clinical care.
Project description:IntroductionHypertension and diabetes are leading causes of adult hospital admissions and mortality across health facilities in Ghana. Timely screening and diagnosis at primary health facilities are crucial to initiate treatment and avert complications. This study explored service availability and readiness of health systems for managing hypertension and diabetes in selected district hospitals in Ghana.MethodsWe adapted the World Health Organization (WHO) Service Availability and Readiness Assessment (SARA) tool to assess hypertension and diabetes management practices between June and July 2022 in four district hospitals in Ghana. Domain scores of service readiness were calculated based on the mean score of tracer item availability, transformed into percentages, and stratified by facility ownership. The mean readiness index was based on basic clinical logistics and equipment, diagnostic capacity, and first-line medications. Service availability was based on the core health workforce and specific service arrangements for the management of hypertension and diabetes. Facilities were considered 'ready' for services at a cut-off readiness score of 70%.ResultsAll facilities (n = 4, 100%) provided hypertension and diabetes services, with a median of 118 nurses (IQR 103-140) and 5 physicians (IQR 2-8). Only one facility (n = 1, 25%) had conducted cardiovascular disease training in the past year. All basic equipment (weighing scales, stethoscopes, glucometers, and blood pressure monitors) were available in all 4 facilities. Antihypertensives, including ACE inhibitors (n = 3; 75%), calcium channel blockers (n = 4; 100%), centrally acting agents (n = 4; 100%), and thiazides (n = 4; 100%), were available, as were antidiabetic medications like metformin (n = 4; 100%) and insulin (n = 2; 50%). Only two facilities (n = 2; 50%) could perform the required test (Hemoglobin A1c, full blood count, renal function, serum creatinine, blood urea, electrolytes, and blood lipid tests). Overall readiness score was 75.5%, essential medications (83.5%), basic equipment (78%), clinical guidelines for the management of cardiovascular disease management (75%), and diagnostic capacity (65.5%). Mission facilities had a higher readiness score (96%) and government facilities (55%).ConclusionFacilities demonstrated high readiness for basic hypertension and diabetes care, with higher availability of some essential medications and basic clinical logistics and equipment. Limited diagnostic capacity and cardiovascular disease training, highlight areas of improvement to strengthen hypertension and diabetes services in Ghana.
Project description:Artificial intelligence and machine learning are driving a paradigm shift in medicine, promising data-driven, personalized solutions for managing diabetes and the excess cardiovascular risk it poses. In this comprehensive review of machine learning applications in the care of patients with diabetes at increased cardiovascular risk, we offer a broad overview of various data-driven methods and how they may be leveraged in developing predictive models for personalized care. We review existing as well as expected artificial intelligence solutions in the context of diagnosis, prognostication, phenotyping, and treatment of diabetes and its cardiovascular complications. In addition to discussing the key properties of such models that enable their successful application in complex risk prediction, we define challenges that arise from their misuse and the role of methodological standards in overcoming these limitations. We also identify key issues in equity and bias mitigation in healthcare and discuss how the current regulatory framework should ensure the efficacy and safety of medical artificial intelligence products in transforming cardiovascular care and outcomes in diabetes.
Project description:BackgroundDrugs and high-risk medical devices are increasingly likely to receive Food and Drug Administration (FDA) approval through expedited pathways, which has implications for informed treatment consent (i.e., consent in clinical practice).ObjectiveTo obtain expert opinion about the clinical and ethical implications of the increasing availability of new drugs and devices approved through expedited development and regulatory review pathways.DesignQualitative study using individual semi-structured videoconference interviews.ParticipantsNational leaders in medicine, ethics, and law (n=12) with expertise in medical product regulation, payor policymaking, bioethics, physician practice, patient advocacy, public health expertise/advocacy, clinical trials, the pharmaceutical and device industry, institutional review board oversight, and real-world evidence.Main measuresPrincipal themes in 3 domains: expedited regulatory pathways, physician and patient understanding of and reliance on FDA approval, and informed treatment consent.Key resultsRespondents pointed out that more common use of expedited pathways translates to increased reliance on surrogate measures, some with uncertain clinical significance. While expedited development and review can have advantages, participants expressed worry that physicians were unaware when medical products were expedited and did not communicate about uncertainties in knowledge about new drug or device approvals effectively with patients. Many participants felt that informed treatment consent discussions about new drugs or devices should include some explanations of expedited pathways and use of surrogate measures.ConclusionsExperts identified advantages of expediting development and of FDA flexibility in applying its standards to new drugs and medical devices, but highlighted concerns that patients may not be adequately informed about the risks of shorter review times or about uncertainties in the evidence that result. There is a need to identify approaches to ensure effective clinical use of drugs and devices when approved through expedited pathways.