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Regulatory frameworks for artificial intelligence (AI) are needed to mitigate risks while ensuring the ethical, secure, and effective implementation of AI technology in healthcare and population health. In this article, we present a synthesis of 141 binding policies applicable to AI in healthcare and population health in the EU and 10 European countries. The EU AI Act sets the overall regulatory framework for AI, while other legislations set social, health, and human rights standards, address the safety of technologies and the implementation of innovation, and ensure the protection and safe use of data. Regulation specifically pertaining to AI is still nascent and scarce, though a combination of data, technology, innovation, and health and human rights policy has already formed a baseline regulatory framework for AI in health. Future work should explore specific regulatory challenges, especially with respect to AI medical devices, data protection, and data enablement.
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Internal circadian phase assessment is increasingly acknowledged as a critical clinical tool for the diagnosis, monitoring, and treatment of circadian rhythm sleep-wake disorders and for investigating circadian timing in other medical disorders. The widespread use of in-laboratory circadian phase assessments in routine practice has been limited, most likely because circadian phase assessment is not required by formal diagnostic nosologies, and is not generally covered by insurance. At-home assessment of salivary dim light melatonin onset (DLMO, a validated circadian phase marker) is an increasingly accepted approach to assess circadian phase. This approach may help meet the increased demand for assessments and has the advantages of lower cost and greater patient convenience. We reviewed the literature describing at-home salivary DLMO assessment methods and identified factors deemed to be important to successful implementation. Here, we provide specific protocol recommendations for conducting at-home salivary DLMO assessments to facilitate a standardized approach for clinical and research purposes. Key factors include control of lighting, sampling rate, and timing, and measures of patient compliance. We include findings from implementation of an optimization algorithm to determine the most efficient number and timing of samples in patients with Delayed Sleep-Wake Phase Disorder. We also provide recommendations for assay methods and interpretation. Providing definitive criteria for each factor, along with detailed instructions for protocol implementation, will enable more widespread adoption of at-home circadian phase assessments as a standardized clinical diagnostic, monitoring, and treatment tool.
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Ritmo Circadiano , Melatonina , Saliva , Humanos , Melatonina/análise , Melatonina/metabolismo , Saliva/metabolismo , Saliva/química , Ritmo Circadiano/fisiologiaRESUMO
Background: Retention in HIV care is crucial for improved health outcomes. Malawi has a high HIV prevalence and struggles with retention despite significant progress in controlling the epidemic. Mobile health (mHealth) interventions, such as two-way texting (2wT), have shown promise in improving anti-retroviral therapy (ART) retention. We explore the cost-effectiveness of a 2wT intervention in Lighthouse Trust's Martin Preuss Center (MPC) in Lilongwe, Malawi, that sends automated SMS visit reminders, weekly motivational messages, and supports direct communication between clients and healthcare workers. Methods: Costs and retention rates were compared between 2wT and standard of care (SOC) for 468 clients enrolled in each. Incremental cost-effectiveness ratios (ICERs) were calculated. Scenario analyses were conducted to estimate costs if 2wT expanded. Results: The 2wT group had higher retention (80%) than SOC (67%) at 12 months post-ART initiation. For 468 clients, the total annual costs for 2wT were $36,670.38 as compared to SOC costs at $33,458.72, resulting in an ICER of $24,705. Among scenarios, the ICER was -$105,315 if 2wT expanded to all new clients (2678 at MPC and -$723,739 as 2wT expanded to other four high-burden facilities (2901 clients), suggesting high cost savings if 2wT was effectively scaled. Conclusion: The 2wT intervention appears cost-effective to improve ART retention among new ART initiates in a high-burden ART clinic. While mHealth interventions have potential limitations, their benefits in improving patient outcomes and cost savings support their integration into HIV care programs.
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Background: Mobile health (mHealth) is reshaping healthcare delivery, especially in HIV management. The World Health Organization advocates for mHealth to provide healthcare workers (HCWs) with real-time data, enhancing patient care. However, in Malawi's Lighthouse Trust antiretroviral therapy (ART) clinic, the nurse-led community-based ART (NCAP) program faces hurdles with data management due to lack of access to electronic medical records systems (EMRS) in the community setting. EMRS is not typically available in differentiated service delivery settings where reliable power and internet are often unavailable. We used human-centered design (HCD) processes to create a mobile EMRS prototype, the Community-based ART Retention and Suppression (CARES) app. We explore progress to simplify workflow for HCWs and improve client care. Methods: To evaluate the CARES app's feasibility and acceptability among NCAP HCWs, we conducted in-depth interviews among 15 NCAP HCWs. We used a rapid qualitative analysis approach guided by the extended Technology Acceptance Model. The study complied with the Consolidated Criteria for Reporting Qualitative Research (COREQ). Results: As a likely result of HCD, HCWs demonstrated high expectations for the CARES app to improve healthcare delivery and data management. However, challenges such as app performance, data integration, and system navigation were significant barriers to acceptance or feasibility. Despite challenges, HCWs remained optimistic about the potential for CARES to enhance NCAP clinical decision-making and data flow. HCWs emphasized the need for continuous training and stakeholder engagement, improved infrastructure, data security protections, and establishing the CARES app and EMRS integration to facilitate CARES' longterm success at scale. Conclusion: The study's findings underscore the importance of HCD for mHealth buy-in. As HCWs were invested in CARES success, they remained optimistic that the app could enhance NCAP services if user experience and app performance improved. Incorporation of HCW feedback would help deliver beyond the promise of CARES.
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BACKGROUND AND OBJECTIVE: On the trajectory towards universal health coverage in Bhutan, health equity requires policy attention as significant disparities exist between urban and rural health outcomes. This paper examines health services utilization patterns, inequalities and their socio-economic determinants in rural and urban areas and decomposes the factors behind these differences. METHODS: We used the Bhutan Living Standard Survey 2017 to profile health services utilization patterns and equalities. We employed two different decomposition analyses: decomposition of mean differences in utilization using the Oaxaca-Blinder decomposition framework and differences in the income-related distribution in utilization using recentered influence function regressions between rural and urban areas. RESULTS: Significant differences exist in the type of outpatient services used by the rural and urban population groups, with those living in rural areas having 3.4 times higher odds of using primary health centers compared to outpatient hospital care. We find that the use of primary health care is pro-poor and that outpatient hospital resources is concentrated among the more affluent section of the population, with this observed inequality consistent across settings but more severe in rural areas. The rural-urban gap in utilization is primarily driven by income and residence in the eastern region, while income-related inequality in utilization is influenced, aside from income, by residence in the central region, household size, and marriage and employment status of the household head. We do not find evidence of significant mean differences in overall utilization or inequality in utilization of inpatient health care services. CONCLUSIONS: While the differences in average contacts with health services are insignificant, there are prominent differences in the level of services availed and the associated inequality among rural and urban settings in Bhutan. Besides, while there are obvious overlaps, factors influencing income-related inequality are not necessarily the same as those driving the utilization gaps. Cognizance of these differences may lead to better informed, targeted, and potentially more effective future research and policies for universal health coverage.
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Equidade em Saúde , Aceitação pelo Paciente de Cuidados de Saúde , Humanos , Butão , Assistência Ambulatorial , HospitaisRESUMO
BACKGROUND: Public health expenditure is one of the fastest-growing spending items in EU member states. As the population ages and wealth increases, governments allocate more resources to their health systems. In view of this, the aim of this study is to identify the key determinants of public health expenditure in the EU member states. METHODS: This study is based on macro-level EU panel data covering the period from 2000 to 2018. The association between explanatory variables and public health expenditure is analyzed by applying both static and dynamic econometric modeling. RESULTS: Although GDP and out-of-pocket health expenditure are identified as the key drivers of public health expenditure, there are other variables, such as health system characteristics, with a statistically significant association with expenditure. Other variables, such as election year and the level of public debt, result to exert only a modest influence on the level of public health expenditure. Results also indicate that the aging of the population, political ideologies of governments and citizens' expectations, appear to be statistically insignificant. CONCLUSION: Since increases in public health expenditure in EU member states are mainly triggered by GDP increases, it is expected that differences in PHE per capita across member states will persist and, consequently, making it more difficult to attain the health equity sustainable development goal. Thus, measures to reduce EU economic inequalities, will ultimately result in reducing disparities in public health expenditures across member states.
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Equidade em Saúde , Gastos em Saúde , Humanos , Governo , Envelhecimento , CabeçaRESUMO
BACKGROUND: Mortality from congenital heart disease has decreased considerably in the last two decades due to improvements in overall health care. However, there are barriers to access to healthcare in Latin America for this population, which could be related to factors such as healthcare system, policies, resources, geographic, cultural, educational, and psychological factors. Understanding the barriers to access to care is of paramount importance for the design and implementation of policies and facilitate the provision of care. AIM: The aim of the study was to investigate the perception of barriers to access to health care on parents/guardians of children with congenital heart disease in selected Latin American countries. METHODS: A descriptive, cross-sectional study, in which parents/guardians or primary caregivers of children with congenital heart disease was recruited to participate and surveyed. Once the informed consent process had been completed, a set of paper-based scales was used to collect data, namely socioeconomic and demographic information, the Barriers to Care for Children with Special Health Care Needs Questionnaire, and the General Health Questionnaire. RESULTS: In total, 286 participants completed the surveys, with an average age of 34.81 years and 73.4% being female. Mean score of overall barriers was 54.45 (minimum score 39, maximum score 195, higher scores show greater perception of barriers). In Mexico, the parents/guardians of children perceived fewer barriers to access (46.69), while Peru is the country where the most barriers were perceived (69.91). Nonpoor participants showed higher overall barrier perception scores (57.34) than poor participants (52.58). The regression analysis demonstrated the overall perception of barriers was positively associated with individual and social factors, such as educational level, contract status, household monthly income, and psychological well-being and with the country of the participants. CONCLUSIONS: Multiple factors are associated with the perception of barriers to accessing health care for children with congenital heart disease, including socioeconomic status, expectations, psychological well-being, and structural factors.
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Acessibilidade aos Serviços de Saúde , Cardiopatias Congênitas , Pais , Humanos , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Feminino , América Latina , Masculino , Estudos Transversais , Criança , Adulto , Pais/psicologia , Inquéritos e Questionários , Fatores Socioeconômicos , Pré-Escolar , Adolescente , Pessoa de Meia-IdadeRESUMO
BACKGROUND: Due to the low prevalence of clinically suspected malaria among pregnant women in Myanmar, little is known about its impact on mothers and newborns. Helminth and Human Immuno-deficiency Virus (HIV) co-infections cause anemia in pregnant women. This study assessed the prevalence of subclinical malaria and co-infections among pregnant women, and its association with adverse outcomes of pregnancy in the presence of infection. METHODS: A prospective longitudinal study was conducted in 12 villages in two townships in Myanmar between 2013 to 2015. A total of 752 pregnant women, with a mean age of 27 years, were enrolled and followed up once a month until six weeks after childbirth. Prevalence ratio was calculated in the multivariable analysis. RESULTS: The prevalence of subclinical malaria as measured by nested PCR was 5.7% for either P. falciparum or P. vivax, 2.7% prevalence of P. falciparum and 2.8% prevalence of P. vivax. Helminth infections were prevalent in 17% of women, and one woman with an HIV infection was found in our study. The burden of anemia was high, with an overall prevalence of 37% with or without helminth infection, 42% of the women were malaria positive and 43% had dual infections (both malaria and helminth). Only 11 abnormal pregnancy outcomes (7 stillbirths, 2 premature, 2 twins) were identified. Poisson regression showed that women in their first trimester had a 2.9 times higher rate of subclinical malaria compared to women in the third trimester (PR:2.9, 95%CI 1.19, 7.31, p = 0.019), women who were enrolled during the wet season were 2.5 times more likely to be malaria positive than the women enrolled in the dry season (PR: 2.5, 95%CI 1.27, 4.88, p = 0.008), and the malaria positivity rate decreased by 5% when increased in one year of woman's age (PR:0.95, 95%CI 0.91, 0.99, p = 0.02). In the multivariable regression, the age of respondents was the only significant factor associated with subclinical malaria in pregnancy. CONCLUSIONS: A comprehensive approach of integrating interventions for malaria, anemia, and helminths should be delivered during antenatal care services for pregnant women in rural areas of Myanmar.
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With the increased focus on patient-centered care, consensus on healthcare outcomes of importance to patients becomes crucial. Based on a systematic review of the literature, this study confirms the perspectives of patients on healthcare quality in GCC countries. Online databases were searched for relevant peer-reviewed articles published from 2012 to 2023. Twenty-two articles retrieved from the search were qualitatively analyzed based on the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines. Most articles (90%) reported studies conducted in Saudi Arabia. Patients in GCC countries face common problems in the care delivery process, which contribute to negative perceptions of quality. These problems include diagnostic and medication errors, provider-patient communication problems, missed appointments with physicians, problems in emergency care access due to geographical distance and transportation barriers, long waiting times, and physical environments. Notably, healthcare quality is perceived to be an outcome of multiple factors dependent on the location and category of healthcare service providers; for instance, disparities in perceptions of quality were observed between patients attending Primary Health Care (PHC) centers in rural and urban areas. Issues such as lack of equitable healthcare delivery and deficiencies in Emergency Medical Services (EMS) effectiveness were disparately recognized as quality concerns by different patient populations. The findings provide insights into healthcare quality and area of weakness needing strategies and policies to ensure patient-centered, safe, equitable, timely, and effective healthcare. Healthcare providers and policymakers in GCC countries can use the results to plan, assess, and improve care delivery. Trial registration: PROSPERO ID: CRD42022326842.
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Armed conflicts often significantly exacerbate the magnitude and severity of malnutrition by increasing food insecurity. Evidence shows that malnutrition is among the leading causes of morbidity and mortality among children during conflicts. This study examines the impact of the armed conflicts in Northern Nigeria on nutritional status of children under the age of five. Three waves (2008, 2013, and 2018) of individual-level birth records data from the Nigeria Demographic and Health Survey (NDHS) dataset are spatially merged with information on conflict events drawn from the Armed Conflict Location and Events Dataset. All fatal incidents in the study region during the 5-year intervals 2004-2008, 2009-2013 and 2014-2018 are aggregated and mapped to the 2008, 2013 and 2018 NDHS clusters, respectively. A cluster is classified to be exposed to conflict if located within 5-10 km radius of an incident with at least 1 fatality. We use matching analysis in a difference-in-differences approach to estimate the effects of the conflicts on stunting, wasting, and underweight. We find that the impact of conflict exposure differs by the dimension of child nutritional status. While it significantly lowers the risk of stunting, it has no discernible significant effect on the likelihood of wasting or being underweight among under-fives. Though nutritional support/interventions in the conflict-affected areas are crucial and must be prioritised, an all-inclusive strategy for a long-term resolution of the conflict is needed to engender development, improve food security, reduce vulnerability to malnutrition, and improve the health and wellbeing of the residents of the region.
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Desnutrição , Estado Nutricional , Succinimidas , Criança , Humanos , Nigéria/epidemiologia , Magreza/etiologia , Desnutrição/epidemiologia , Conflitos Armados , Transtornos do Crescimento/complicaçõesRESUMO
Value-based payment (VBP) models are designed and implemented to improve outcomes at the same or lower costs. Their adoption requires significant changes in the way healthcare organisations and insurance companies operate. Usually, before VBP models are widely implemented, pilot projects are conducted. Payers need to have a comprehensive set of requirements to enter into agreements with healthcare organisations on these pilots. In this short communication, we outline key elements reported in the literature, inside and outside healthcare organisations, as well as within the contract, that need to be considered in a pilot VBP model. Discussions regarding the introduction of VBP models may be strongly affected by external contextual factors, including regulations, which are outside the control of healthcare organisations. It requires collaboration between organisations, including primary care organisations and hospitals, while within organisations, it frequently requires creating multidisciplinary teams. The focus is on ensuring transparency, collaboration, and shared decision-making, realised by standardising communication processes and regular meetings. Additionally, effective leadership is needed, in which leaders set goals and priorities, as well as manage change. In the contractual agreements between payers and healthcare organisations, outcome measures need to be adequately defined and measured, including individual patient outcomes and composite scores, as well as absolute and relative performance measures. These measures should be tested periodically and catered to the organisations adopting the model. Also, incentives should have adequate size and frequency and be intrinsic and extrinsic. The consideration of these sets of key elements by the payers is essential when implementing VBP model pilot projects.
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Instalações de Saúde , Hospitais , Humanos , LiderançaRESUMO
BACKGROUND: Improving the quality and safety of care transitions is a priority in many countries. Carrying out performance measurements play a significant role in improving quality of decisions undertaken by different actors involved in reforms. Therefore, the main objective of this paper is to present the development of an evaluation tool for assessing the performance of long-term care systems in relation to care transition, namely the Transitional Care Assessment Tool in Long-Term Care (TCAT-LTC). This study is performed as part of a larger European TRANS-SENIOR project. METHODS: The development of the TCAT-LTC involved three steps. First, we developed a conceptual model based on Donabedian's quality framework and literature review. Second, we carried out a thorough process of item pool generation using deductive (systematic literature review) and deductive-inductive methods (in-depth interviews) with experts in the field of long-term care. Third, we conducted preliminary validation of the tool by asking experts in research and practice to provide an opinion on a tool and to assess content validity. Future fourth step will involve a tool's pilot with country experts from Germany, the Netherlands and Poland. RESULTS: By applying methodological triangulation, we developed the TCAT-LTC, which consists of 2 themes, 12 categories and 63 items. Themes include organizational and financial aspects. Organizational aspects include categories such as communication, transfer of information, availability and coordination of resources, training and education of staff, education/support of the patient/informal caregiver, involvement of the patient/informal caregiver, telemedicine and e-Health, and social care. Financial aspects include categories such as primary care, hospital, and long-term care. We also present the instructions on the application of the TCAT-LTC. CONCLUSIONS: In this paper, we presented the development of the TCAT-LTC evaluation tool for assessing the performance of long-term care systems in relation to care transition. The TCAT-LTC is the first tool to assess the performance of long-term care systems in relation to care transition. Assessments can be carried out at the national and international level and enable to monitor, evaluate, and compare performance of the long-term care systems in relation to care transition within and across countries.
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Assistência de Longa Duração , Cuidado Transicional , Humanos , Alemanha , Hospitais , Transferência de PacientesRESUMO
OBJECTIVE: To examine the association between parasomnias, including rapid eye movement sleep behavior disorder (RBD) and sleep walking (SW), and mortality risk in a large-scale population-based cohort. METHODS: This prospective cohort study was based on 25,695 participants from the Health Professionals Follow-up Study, a population-based cohort of male health professionals in the United States. Probable SW (pSW) and probable RBD (pRBD) were measured by questions adapted from the Mayo Sleep Questionnaire in 2012. All-cause mortality and cause-specific mortality were ascertained through the national registry, reports by the families, and the postal system from January 1, 2012, through June 30, 2018. RESULTS: Of the studied population, 223 reported pSW and 2720 reported pRBD. During 6 years of follow-up (2012 to 2018), 4743 mortality cases were documented. The co-occurrence of both probable parasomnias was associated with higher all-cause mortality risk (Ptrend=.008), and the adjusted hazard ratio (HR) of mortality was 1.65 (95% CI, 1.20 to 2.28) compared with participants without either probable parasomnia after adjustment for major lifestyle, sleep, and metabolic risk factors, and chronic diseases. Significant associations were found for mortality attributed to neurodegenerative diseases (adjusted HR for both parasomnias vs none, 4.57; 95% CI, 2.62 to 7.97) and accidents (adjusted HR for both parasomnias vs none, 7.36; 95% CI, 2.95 to 18.4). Having pSW alone was associated with all-cause mortality, and pSW and pRBD were individually associated with mortality attributed to neurodegenerative diseases and accidents too (P<.05 for all). CONCLUSION: Probable parasomnia was associated with a higher risk of all-cause mortality and mortality attributed to neurodegenerative diseases and accidents.
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Doenças Neurodegenerativas , Parassonias , Transtorno do Comportamento do Sono REM , Humanos , Masculino , Estudos Prospectivos , Seguimentos , Parassonias/epidemiologia , Parassonias/complicações , Transtorno do Comportamento do Sono REM/complicações , Transtorno do Comportamento do Sono REM/epidemiologia , Doenças Neurodegenerativas/complicações , Inquéritos e QuestionáriosRESUMO
The aim of this study is to examine the general satisfaction with primary health care services in Ukraine among service users and nonusers before and after the implementation of the capitation reform in 2017-2020. Data from a repeated cross-sectional household survey 'Health Index. Ukraine' in 2016-2020 were used. The survey had a sample size of over 10 000 participants per survey round. Effects were estimated using difference-in-differences methods based on matched samples. Our findings show that in general, respondents are 'rather satisfied' with the services of district/family doctors and pediatricians. Satisfaction with family doctors comprised 72.1 % (users) and 69.2 % (nonusers) in 2016; and 75.3 % and 71.9 % in 2020. For pediatrician services, these shares were 73.6 % (users) and 71.1 % (nonusers) in 2016; 74.7 % and 70.2 % in 2020. Our study also revealed an increase in satisfaction with the district/family doctor over time. However, this does not seem to be due to the reform. The results for pediatrician services were mixed. Why satisfaction with primary care is fairly high and slightly increasing over time is unclear. However, we offer several possible explanations, such as low expectations of primary health care, subjective perception of quality of health care services, improved access and affordability, and general improvements in primary health care settings not directly linked to the reform.
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Circannual status epilepticus (SE) patterns in communities near Earth's poles best test the hypothesis that SE susceptibility varies with light exposure because these communities are routinely subject to large changes in annual light exposure, which may result in changes to daily sleep time. We compared northern hemispheric circannual SE occurrence in Kivalliq, Canada (latitude-62.8° N) to southern hemispheric Auckland, New Zealand (latitude-36.9° S). Instead of peaking at a similar calendar time, SE peaked at a similar solar time during the increasing daylight phase after each region's respective winter solstice. This demonstrates that cumulative effects of increasing light exposure can mediate SE susceptibility.
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Convulsões , Estado Epiléptico , Humanos , Convulsões/diagnóstico , Estações do Ano , Sono , Nova ZelândiaRESUMO
Value-based healthcare aims to improve efficiency and value for patients. Value-based payment models are a form of provider reimbursement to achieve this. Studies on these models have found positive results, but may be biased by unintended consequences, such as risk selection. Risk selection is a multi-dimensional phenomenon that occurs at the patient, hospital, and system level, and is a source of inefficiency and inequality in healthcare. Risk selection may occur because of selection bias in the outcomes that are evaluated and rewarded, or due to the selection of lower cost patients. Risk selection may also stem from professional reputation. The motivation to engage in risk selection may also arise from differences in the meaning of value. To mitigate these unintended consequences, several strategies can be adopted. These include making value-based payment models attractive, but not mandatory, as well as incentivising transparent reporting of best practices, using adequate risk adjustment, expanding performance metrics, and including patient-reported experience measures. Other mitigation strategies could include adopting a mixture of performance measures, using mixed methods of paying physicians, and implementing monitoring and evaluation mechanisms. However, such approaches are not flawless, and the problem may never be fully solved. This perspective serves as a warning for the constant presence of risk selection, as well as informing policy makers, politicians, and organisations implementing VBP models on ways to minimise the possibility of risk selection.
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Instalações de Saúde , Cuidados de Saúde Baseados em Valores , Humanos , Hospitais , Pessoal Administrativo , BenchmarkingRESUMO
OBJECTIVE: Individuals with epilepsy often have memory difficulties, and older adults with epilepsy are especially vulnerable, due to the additive effect of aging. The goal of this study was to assess factors that are associated with 24-h memory retention in older adults with epilepsy. METHODS: Fifty-five adults with epilepsy, all aged >50 years, performed a declarative memory task involving the recall of the positions of 15 card pairs on a computer screen prior to a 24-h ambulatory electroencephalogram (EEG). We assessed the percentage of encoded card pairs that were correctly recalled after 24 h (24-h retention rate). EEGs were evaluated for the presence and frequency of scalp interictal epileptiform activity (IEA) and scored for total sleep. Global slow wave activity (SWA) power during non-rapid eye movement sleep was also calculated. RESULTS: Forty-four participants successfully completed the memory task. Two were subsequently excluded due to seizures on EEG. The final cohort (n = 42) had a mean age of 64.3 ± 7.5 years, was 52% female, and had an average 24-h retention rate of 70.9% ± 30.2%. Predictors of 24-h retention based on multivariate regression analysis when controlling for age, sex, and education included number of antiseizure medications (ß = -.20, p = .013), IEA frequency (ß = -.08, p = .0094), and SWA power (ß = +.002, p = .02). SIGNIFICANCE: In older adults with epilepsy, greater frequency of IEA, reduced SWA power, and higher burden of antiseizure medications correlated with worse 24-h memory retention. These factors represent potential treatment targets to improve memory in older adults with epilepsy.
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Epilepsia , Sono , Humanos , Feminino , Idoso , Pessoa de Meia-Idade , Masculino , Memória , Epilepsia/complicações , Convulsões , Rememoração Mental , EletroencefalografiaRESUMO
BACKGROUND: Healthcare labor market shortages due to migration, inadequate investments, and lack of continuous training are essential concerns in the Eastern European region. This article aims to describe and reflect on the experience with the implementation of continuous medical education among mother-and-child healthcare providers in Ukraine, including achievements, challenges, and barriers. We analyze this case based on two international collaboration initiatives: the Swiss-Ukrainian program in mother-and-child health that ran from 2000 to 2015, supplemented by the recent Ukrainian-Swiss project "Medical education development" in 2018-2023. METHODS: We use a case study approach as the methodology for our study. We collected data from documents (project reports reviews) and in-depth interviews with stakeholders. We apply the method of directed qualitative content analysis. RESULTS: As a result of the Swiss-Ukrainian collaborations, the knowledge and awareness of medical personnel were greatly improved. Modern clinical concepts not well understood at the outset became commonplace and were incorporated into clinical activities. Nevertheless, obstacles to the implementation and rapid uptake of changes were found in the lack of knowledge of the English language among medical doctors, the fear of changes, and the lack of openness and readiness for novel evidence-based clinical practices. However, primary healthcare practitioners in this new project seem to be more inclined to change. CONCLUSIONS: A modernized continuous medical education which is based on the values of openness, respect, dialogue, and professionalism can be implemented with the input of an international assistance program despite the resistance of the system towards change.
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BACKGROUND: Digital therapeutics are patient-facing digital health interventions that can significantly alter the health care landscape. Despite digital therapeutics being used to successfully treat a range of conditions, their uptake in health systems remains limited. Understanding the full spectrum of uptake factors is essential to identify ways in which policy makers and providers can facilitate the adoption of effective digital therapeutics within a health system, as well as the steps developers can take to assist in the deployment of products. OBJECTIVE: In this review, we aimed to map the most frequently discussed factors that determine the integration of digital therapeutics into health systems and practical use of digital therapeutics by patients and professionals. METHODS: A scoping review was conducted in MEDLINE, Web of Science, Cochrane Database of Systematic Reviews, and Google Scholar. Relevant data were extracted and synthesized using a thematic analysis. RESULTS: We identified 35,541 academic and 221 gray literature reports, with 244 (0.69%) included in the review, covering 35 countries. Overall, 85 factors that can impact the uptake of digital therapeutics were extracted and pooled into 5 categories: policy and system, patient characteristics, properties of digital therapeutics, characteristics of health professionals, and outcomes. The need for a regulatory framework for digital therapeutics was the most stated factor at the policy level. Demographic characteristics formed the most iterated patient-related factor, whereas digital literacy was considered the most important factor for health professionals. Among the properties of digital therapeutics, their interoperability across the broader health system was most emphasized. Finally, the ability to expand access to health care was the most frequently stated outcome measure. CONCLUSIONS: The map of factors developed in this review offers a multistakeholder approach to recognizing the uptake factors of digital therapeutics in the health care pathway and provides an analytical tool for policy makers to assess their health system's readiness for digital therapeutics.
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Atenção à Saúde , Telemedicina , Humanos , Bases de Dados Factuais , Pessoal de Saúde , Terapêutica , Atenção à Saúde/tendênciasRESUMO
The association between patient experience and the quality of hospital care is controversial. We assess the association between clinical outcomes and patient-reported experience measures (PREMs) in hospitals in Saudi Arabia. Knowledge on this issue informs value-based health-care reforms. A retrospective observational study was conducted in 17 hospitals in Saudi Arabia during the period of 2019-22. Hospital data were collected on PREMs, mortality, readmission, length of stay (LOS), central line-associated bloodstream infection (CLABSI), catheter-associated urinary tract infection (CAUTI), and surgical site infection. Descriptive analysis was used to describe hospital characteristics. Spearman's rho correlation tests were used to assess the correlation between these measures, and multivariate generalized linear mixed model regression analysis was used to study associations while controlling for hospital characteristics and year. Our analysis showed that PREMs were negatively correlated with hospital readmission rate (r = -0.332, P ≤ .01), LOS (r = -0.299, P ≤ .01), CLABSI (r = -0.297, P ≤ .01), CAUTI (r = -0.393, P ≤ .01), and surgical site infection (r = -0.298, P ≤ .01). The results indicated that CAUTI and LOS converged negatively with PREMs (ß = -0.548, P = .005; ß = -0.873, P = .008, respectively) and that larger hospitals tended to have better patient experience scores (ß =0.009, P = .003). Our findings suggest that better performance in clinical outcomes is associated with higher PREM scores. PREMs are not a substitute or surrogate for clinical quality. Yet, PREMs are complementary to other objective measures of patient-reported outcomes, the process of care, and clinical outcomes.