Socioeconomic inequalities in healthcare system efficiency in Japan during COVID-19 pandemic: an analysis of the moderating role of vaccination.

Background: In the context of the COVID-19 pandemic, limited research has focused on socioeconomic disparities in Local Healthcare System Efficiency (LHSE) among Japanese prefectures. This study seeks to investigate the moderating impact of vaccination on the relationship between LHSE and socioeconomic characteristics and endowments. Methods: To explore these relationships, we first utilized the Data Envelopment Analysis with Slack-Based Measure to measure the LHSE, based on data from Japanese prefectures during waves 2 to 5 of the pandemic. Then estimating the impact of socioeconomic variables on LHSE. Finally, we assessed the changes in the way socioeconomic variables affect LHSE before and after vaccine deployment using the Seemingly Unrelated Estimation t-test methodology. Results: The research findings suggest an overall reduction in LHSE disparities across various regions due to the utilization of vaccines. Particularly in areas with relatively nsufficient bed resources, a significant improvement in LHSE was observed in most regions. However, there was no evidence supporting the role of vaccine deployment in mitigating socioeconomic inequalities in LHSE. Conversely, the utilization of vaccines showed a positive correlation between the improvement in LHSE and the proportion of older adult population in regions with sufficient bed resources. In regions facing bed shortages, the enhancement of LHSE became more reliant on reducing the occupancy rate of secured beds for severe cases after the introduction of vaccination. Discussion: In regions facing bed shortages, the enhancement of LHSE became more reliant on reducing the occupancy rate of secured beds for severe cases. This underscores the importance for policymakers and implementers to prioritize the treatment of severe cases and ensure an effective supply of medical resources, particularly secured beds for severe cases, in their efforts to improve LHSE, in the post-COVID-19 era with rising vaccine coverage.

Towards Resilient Healthcare Systems: A Framework for Crisis Management.

This study addresses the crucial need for resilient healthcare systems, highlighted by recent global health emergencies such as the Ebola and COVID-19 crises. It identifies a significant gap in the current literature: a lack of practical, actionable frameworks for healthcare resilience. To bridge this gap, the research introduces an innovative framework that blends theoretical resilience concepts with heuristic approaches. This framework, rooted in the principles of monitoring, anticipation, recognition, and learning, is designed to enhance the crisis management capabilities of healthcare systems. The methodology involves a comprehensive literature review, combined with heuristic methods, culminating in a framework that is both academically sound and practically applicable. This framework guides healthcare systems through various stages of crisis management, including data collection, situation analysis, risk anticipation, and response evaluation. It provides a holistic approach to enhancing resilience in healthcare settings. Overall, this paper makes a significant contribution to the field of healthcare system resilience, offering a strategic blueprint for improved crisis response and recovery. It marks an important advancement in aligning theoretical resilience concepts with practical implementation strategies, essential for tackling current and future healthcare challenges.

The effects of the Veterans Health Administration's Referral Coordination Initiative on referral patterns and waiting times for specialty care.

OBJECTIVE: To investigate whether the Veterans Health Administration's (VA) 2019 Referral Coordination Initiative (RCI) was associated with changes in the proportion of VA specialty referrals completed by community-based care (CC) providers and mean appointment waiting times for VA and CC providers. DATA SOURCES/STUDY SETTINGS: Monthly facility level VA data for 3,097,366 specialty care referrals for eight high-volume specialties (cardiology, dermatology, gastroenterology, neurology, ophthalmology, orthopedics, physical therapy, and podiatry) from October 1, 2019 to May 30, 2022. STUDY DESIGN: We employed a staggered difference-in-differences approach to evaluate RCI's effects on referral patterns and wait times. Our unit of analysis was facility-month. We dichotomized facilities into high and low RCI use based on the proportion of total referrals for a specialty. We stratified our analysis by specialty and the staffing model that high RCI users adopted: centralized, decentralized, and hybrid. DATA COLLECTION/EXTRACTION METHODS: Administrative data on referrals and waiting times were extracted from the VA's corporate data warehouse. Data on staffing models were provided by the VA's Office of Integrated Veteran Care. PRINCIPAL FINDINGS: We did not reject the null hypotheses that high RCI use do not change CC referral rates or waiting times in any of the care settings for most specialties. For example, high RCI use for physical therapy-the highest volume specialty studied-was associated with -0.054 (95% confidence interval [CI]: -0.114 to 0.006) and 2.0 days (95% CI: -4.8 to 8.8) change in CC referral rate and waiting time at CC providers, respectively, among centralized staffing model adopters. CONCLUSIONS: In the initial years of the RCI program, RCI does not have a measurable effect on waiting times or CC referral rates. Our findings do not support concerns that RCI might be impeding Veterans' access to CC providers. Future evaluations should examine whether RCI facilitates Veterans' ability to receive care in their preferred setting.

[Role of social medicine within the German Federal Employment Agency]. / Aufgabe des Arztes in der Sozialmedizin am Beispiel der Bundesagentur für Arbeit.

Social medicine deals with the interrelationships between health and society-as a cross-sectional subject within medicine and a bridging subject at the interfaces to other specialist disciplines. In the public and within the health system, social medicine still does not receive the attention it should be given, despite to its medical and socioeconomic importance. A significant proportion of social medicine specialists in Germany work as experts for social security providers. Using the example of the Medical Specialist Service ("Ärztlichen Dienstes", ÄD) of the German Federal Employment Agency ("Bundesagentur für Arbeit", BA), the medical tasks in social medicine are outlined. About 350 full-time medical employees nationwide as well as other contracted physicians support the specialists of the employment agencies and job centers to integrate those seeking training, jobs and employees with health restrictions into the labor market or maintaining an existing integration. In each individual case, they assess the extent of the health restrictions, the performance/earning ability, the suitability for training and professions as well as the requirement and type of vocational rehabilitation services. The ÄD's approximately 500,000 expert opinions each year are not only of far-reaching importance for the BA's affected customers, but also contribute to the responsible, effective, and accurate use of social system resources.

The economic effect of financial compensation in China's healthcare system: comprehensive insights regarding supply and demand factors.

OBJECTIVES: We aim to analyse the effects of government subsidies on residents' health and healthcare expenditure from the perspectives of supply and demand. DATA AND METHODS: According to the regional division adopted in the data query system of the National Bureau of Statistics, this study divides 31 provinces and cities into three regions: eastern, central, and western. The data used are from public databases, such as the "China Statistical Yearbook," "China Health Statistical Yearbook," and "Government Final Account Report". In this study, mathematical model derivation is used to construct a fixed effects model, and an empirical study based on cross-sectional data and general linear regression is conducted. To prevent endogeneity issues, this study introduces instrumental variables and uses 2SLS regression to further analyse the output results. RESULTS: For every 1% increase in supplementary funding on the supply side, the perinatal mortality rate decreases by 1.765%, while for every 1% increase in financial compensation on the demand side, per capita outpatient expenses increase by 0.225% and per capita hospitalization expenses increase by 0.196%. Regarding medical resources, for every 1% increase in the number of beds per 1,000 people, per capita hospitalization expenses decrease by 0.099%. In the central and eastern regions, where economic levels are higher, supply-side government funding is more effective than demand-side funding. In contrast, demand-side funding is more effective in the western region. CONCLUSIONS: The roles of multiple influencing factors and significant regional heterogeneity are clarified. Increasing financial compensation to providers positively impacts perinatal mortality but leads to higher per capita outpatient and hospital expenditures. Finally, this study provides targeted policy recommendations and solid theoretical support for policymakers.

Responsiveness of inpatient care and provision of dignity: Insights from a patient experience survey in Israel.

The paper contributes to the literature on the responsiveness of care, patient dignity, and disparities in the provision of health services. It does so by evaluating indicators of patient responsiveness while focusing on aspects of dignified treatment. The data were taken from the Patient Experience Survey of General Public Hospitals conducted by the Israel Ministry of Health in 2018. The analysis focuses on two indicators of responsiveness (i.e., actual) and three indicators of patient satisfaction with responsiveness (i.e., satisfaction). The analysis reveals that variations of these indicators are associated with patients' sociodemographic attributes and the hospitals' characteristics. However, while the likelihood of the actual provision of responsive care tends to be lower for vulnerable patients, the satisfaction of vulnerable populations with responsiveness tends to be higher. The data also reveal that the likelihood of responsive treatment and patient satisfaction with this tends to be lower for patients hospitalized in smaller hospitals and hospitals located in the periphery. The findings and their meaning are discussed in the context of studies on responsiveness of care, health disparities, dignified treatment, and patient satisfaction with the provision of health services.

Burnout and patient safety culture assessment in a secondary care hospital.

Objectives: To identify employee burn-out and assess its impact on patient safety culture. Methods: This cross-sectional study was carried out amongst healthcare providers (HCP) of Tehsil Head Quarter Manawan Hospital, Lahore from April 1st till 30th, 2023, who had been working for at least one year and directly involved in patient care. Two questionnaires were used; the Maslach Burnout Inventory (MBI) to assess level of burnout, and Agency for Healthcare Research and Quality (AHRQ) patient safety culture survey. After obtaining informed consent, 59 participants were enrolled in this study. Results: High degree of occupational exhaustion (OE) 42.9% was seen amongst doctors and 57.1% had low degree of personal accomplishment (PA) compared to all other health care providers. Significant association was observed between two sub-scales of MBI (p<0.05). No significant association was observed in working hours, designated positions and burnout (p>0.05). Statistically weak correlation existed between burnout and patient safety culture (r=0.075, p=0.580). Awareness on incident reporting was in 43.3% of participants; of which 31% had reported at least one event in last 12 months. Overall, 76% employees consider their work unit reliable for providing safe patient care. Conclusions: Burnout was observed in employees, particularly high degree in attending physicians. However, team work, high level of personal accomplishment and incident reporting culture, served as protective factors for patient safety and safe working environment and culture.

Living longer but in poor health: healthcare system responses to ageing populations in industrialised countries based on the Findings from the Global Burden of Disease Study 2019.

OBJECTIVES: This study aimed to examine changes in life expectancy (LE), health-adjusted life expectancy (HALE), unhealthy years of life, and disease burden of older people in industrialised countries and associations with health systems. METHODS: We used estimates of LE and HALE, unhealthy years of life, years of life loss (YLL), years lived with disability (YLD) for individuals aged 70 years and over in 33 industrialised countries from 1990 to 2019 from the Global Burden of Disease Study 2019. A linear regression analysis was conducted to examine the association of health outcomes with the Healthcare Access and Quality (HAQ) index. RESULTS: LE and HALE increased with improved HAQ index from 1990 to 2019. However, the number of unhealthy years of life increased. An increased HAQ index was associated with decreases in YLL. However, changes in YLD were relatively small and were not correlated with HAQ index. CONCLUSIONS: The healthcare system needs to more address the increased morbidity burden among older people. It should be designed to handle to healthcare needs of the ageing population.

Strategies for secondary use of real-world clinical and administrative data for outcome ascertainment in pragmatic clinical trials.

BACKGROUND: Pragmatic trials are gaining popularity as a cost-effective way to examine treatment effectiveness and generate timely comparative evidence. Incorporating supplementary real-world data is recommended for robust outcome monitoring. However, detailed operational guidelines are needed to inform effective use and integration of heterogeneous databases. OBJECTIVE: Lessons learned from the Veterans Affairs (VA) Diuretic Comparison Project (DCP) are reviewed, providing adaptable recommendations to capture clinical outcomes from real-world data. METHODS: Non-cancer deaths and major cardiovascular (CV) outcomes were determined using VA, Medicare, and National Death Index (NDI) data. Multiple ascertainment strategies were applied, including claims-based algorithms, natural language processing, and systematic chart review. RESULTS: During a mean follow-up of 2.4 (SD = 1.4) years, 907 CV events were identified within the VA healthcare system. Slight delays (∼1 year) were expected in obtaining Medicare data. An additional 298 patients were found having a CV event outside of the VA in 2016 - 2021, increasing the CV event rate from 3.5 % to 5.7 % (770 of 13,523 randomized). NDI data required âˆ¼2 years waiting period. Such inclusion did not increase the number of deaths identified (all 894 deaths were captured by VA data) but enhanced the accuracy in determining cause of death. CONCLUSION: Our experience supports the recommendation of integrating multiple data sources to improve clinical outcome ascertainment. While this approach is promising, hierarchical data aggregation is required when facing different acquisition timelines, information availability/completeness, coding practice, and system configurations. It may not be feasible to implement comparable applications and solutions to studies conducted under different constraints and practice. The recommendations provide guidance and possible action plans for researchers who are interested in applying cross-source data to ascertain all study outcomes.

Learning health system benefits: Development and initial validation of a framework.

Introduction: Implementation of research findings in clinical practice often is not realized or only partially achieved, and if so, with a significant delay. Learning health systems (LHSs) hold promise to overcome this problem by embedding clinical research and evidence-based best practices into care delivery, enabling innovation and continuous improvement. Implementing an LHS is a complex process that requires participation and resources of a wide range of stakeholders, including healthcare leaders, clinical providers, patients and families, payers, and researchers. Engaging these stakeholders requires communicating clear, tangible value propositions. Existing models identify broad categories of benefits but do not explicate the full range of benefits or ways they can manifest in different organizations. Methods: To develop such a framework, a working group with representatives from six Clinical and Translational Science Award (CTSA) hubs reviewed existing literature on LHS characteristics, models, and goals; solicited expert input; and applied the framework to their local LHS experiences. Results: The Framework of LHS Benefits includes six categories of benefits (quality, safety, equity, patient satisfaction, reputation, and value) relevant for a range of stakeholders and defines key concepts within each benefit. Applying the framework to five LHS case examples indicated preliminary face validity across varied LHS approaches and revealed three dimensions in which the framework is relevant: defining goals of individual LHS projects, facilitating collaboration based on shared values, and establishing guiding tenets of an LHS program or mission. Conclusion: The framework can be used to communicate the value of an LHS to different stakeholders across varied contexts and purposes, and to identify future organizational priorities. Further validation will contribute to the framework's evolution and support its potential to inform the development of tools to evaluate LHS impact.

A Sustainable Model for Healthcare Systems: The Innovative Approach of ESG and Digital Transformation.

In recent years, the globe has faced a series of topics of growing concern, such as the COVID-19 pandemic, the international financial crisis, rising socio-economic inequalities, the negative outcomes of greenhouse gas emissions, which resulted in climate change, and many others. Organizations worldwide have confronted these new challenges of sustainable finance by incorporating environmental, social, and corporate governance (ESG) factors and digital transformation (DT) in their innovation business strategies. The healthcare sector represents a large share of the global economy (about 10% of global economic output), employs a large number of workers, and needs to rely more on an open innovation model where interested parties, especially patients, are going to have a say in their own well-being. Thus, it is imperative that healthcare providers be efficient, effective, resilient, and sustainable in the face of significant challenges and risks. At the same time, they must offer sustainable development goals and digital transformation to healthcare users through limited governmental resources. This study investigates the role, importance, and correlation of ESG factors and digital transformation to the sustainable finance of healthcare systems through an innovative model. The main purpose of the paper is to present the already implemented ESG and DT factors in the healthcare sector and to propose a mutual and combined implementation strategy based on common evaluation tools, methods, and actions. A set of proposed actions and strategies are presented for the sustainability and resilience of the healthcare sector.

The role of insurance policies in the drug pricing landscape.

INTRODUCTION: This overview paper aims at summarizing and analyzing the available literature on healthcare system organization and pricing policies of 11 European countries, comparing them to the Bulgarian pharmaceutical system. The countries were selected based on the reference basket for the pricing of pharmaceuticals in Bulgaria - Belgium, Greece, Spain, Italy, Latvia, Lithuania, Romania, Slovakia, Slovenia, and France. AREAS COVERED: In the first part, we explore the health system models in the above-mentioned countries. In the second part we explore the pricing and reimbursement policies, and in the third part we analyze healthcare and pharmaceutical economic indicators, as well as life expectancy. The major focus of the review is the outpatient care. EXPERT OPINION: In this work, we attempted to outline differences and similarities between the countries of interest. Despite the differences in their healthcare system organization, health and pharmaceutical expenditures constantly increased during the observed 2 decades. This increase in expenditures, however, has not had a significant impact on life-expectancy. Minor increases were observed - from 2 to 4 years total. No country had an expectancy above 85 years of age. It might be said that other factors are influencing the life expectancy to a greater extent.

Exploring South Asian women's perspectives and experiences of maternity care services: A qualitative evidence synthesis.

BACKGROUND: The United Nations Women and other sources have highlighted the poor maternal and neonatal care experienced by South Asian women, emphasizing the need to understand the cultural factors and specific experiences that influence their health-seeking behavior. This understanding is crucial for achieving health equity and improving health outcomes for women and infants. OBJECTIVES: This study aims to examine and synthesize qualitative evidence on the perspectives and experiences of South Asian women regarding maternity care services in destination countries. METHODS: A systematic review was conducted using the Joanna Briggs Institute's approach. Eight databases were searched for studies capturing the qualitative views and experiences of South Asian women - Medline, EMBASE, CINAHL Plus, Global Health, Scopus, PsycInfo, British Nursing Index and the Applied Social Science Index and Abstracts. Qualitative and mixed method studies written in English are included. The methodological quality of the included studies was assessed using the JBI's QARI checklist for qualitative studies and the MMAT checklist for mixed-methods studies. RESULTS: Fourteen studies, including twelve qualitative and two mixed-methods studies, were identified and found to be of high methodological quality. The overarching theme that emerged was "navigating cross-cultural maternity care experiences." This theme encapsulates the challenges and complexities faced by South Asian women in destination countries, including ethnocultural and religious differences, communication and language barriers, understanding different medical systems, and the impact of migration on their maternity care experiences. CONCLUSIONS: South Asian migrant women often have expectations that differ from the services provided in destination countries, leading to challenges in their social relationships. Communication and language barriers pose additional obstacles that can be addressed through strategies promoting better communication and culturally sensitive care. To enhance the utilization of maternity healthcare services, it is important to address these factors and provide personalized, culturally sensitive care for South Asian migrant women.

Attitudes on Equal Health Care Access versus Efficient Clinical Decisions across a Not-for-Profit Health Care System.

BACKGROUND: Professional roles within a hospital system may influence attitudes behind clinical decisions. OBJECTIVE: To determine participants' preferences about clinical decisions that either value equal health care access or efficiency. DESIGN: Deidentified survey asking participants to choose between offering a low-cost screening test to a whole population ("equal access") or a more sensitive, expensive test that could be given to only half of the population but resulting in 10% more avoided deaths ("efficient"). Data collection took place from August 18, 2021, to January 24, 2022. Study 1644 was determined to be exempt by Tufts Health Sciences Institutional Review Board (IRB). SETTING: Tufts Medicine Healthcare System. PARTICIPANTS: Approximately 15,000 hospital employees received an e-mail from the Tufts Medicine Senior Vice President of Academic Integration. MEASUREMENTS: Analysis of survey responses with chi-square and 1-sample t tests to determine the proportion who chose each option. Logistic regression models fit to examine relationships between professional role and test choice. RESULTS: A total of 1,346 participants completed the survey (∼9.0% response rate). Overall, approximately equal percentages of respondents chose the "equal access" (48%) and "efficient" option (52%). However, gender, professional role (categorical), and clinical role (dichotomous) were significantly associated with test choice. For example, among those in nonclinical roles, women were more likely than men to choose equal health care access. In multivariable analyses, having clinical roles was significantly associated with 1.73 times the likelihood of choosing equal access (95% confidence interval = 1.33-2.25). LIMITATIONS: Generalizability concerns and survey question wording limit the study results. CONCLUSION: Clinicians were more likely than nonclinicians to choose the equal health care access option, and health care administrators were more likely to choose efficiency. These differing attitudes can affect patient care and health care quality. HIGHLIGHTS: Divergent preferences of valuing equal health care access and efficiency may be in conflict during clinical decision making.In this cross-sectional study that included 1,346 participants, approximately equal percentages of respondents chose the "equal access" (48%) and "efficient" option (52%), a nonsignificant difference. However, gender, professional role (categorical), and clinical role (dichotomous) were significantly associated with test choiceSince clinicians were more likely than nonclinicians to choose the equal health care access option and health care administrators were more likely to choose efficiency, these differing attitudes can affect patient care and health care quality.

Scoping Review to Identify Social Determinants of Maternal Health in Morocco.

To understand the mechanism of health inequities and their influence on maternal health, the Commission on Social Determinants of Health (CSDH) provides a framework to identify structural and intermediate causes of health inequity. This review maps and describes the current socioeconomic determinants of maternal health in Morocco according to the CSDH framework. A scoping study was carried out from six databases (Springer, Web of Science, Pubmed, Science Direct, Jstor, and Cochrane library) based on quantitative and qualitative research done since 1990. Structural factors such as women's employment and economic status, education level, culture, and gender equity were influenced by intermediary factors such as place of residence, age at marriage, maternal age at childbirth, and parity (either alone or in conjunction with other variables). Together these factors worked to influence maternal health service usage or affected maternal health outcomes. Power dynamics were identified in a variety of social situations that impacted access to health care for women across socioeconomic categories. Studies reveal how social determinants impact maternal health in Morocco. Addressing these determinants is required for sustainably improving maternal and infant health in Morocco.

Integrating environmental considerations in digital health technology assessment and procurement: Stakeholders' perspectives.

Background: Digital health technologies (DHTs) are promoted as means to reduce the environmental impact of healthcare systems. However, a growing literature is shedding light on the highly polluting nature of the digital industry and how it exacerbates health inequalities. Thus, the environmental footprint of DHTs should be considered when assessing their overall value to healthcare systems. The objectives of this article are to: (1) explore stakeholders' perspectives on integrating the environmental impacts of DHTs in assessment and procurement practices; (2) identify the factors enabling or constraining the operationalisation of such a change; and (3) encourage a constructive dialogue on how environmental issues fit within healthcare systems' push for more DHTs. Methods: Semi-structured interviews were conducted with 29 stakeholders involved in DHTs in a large Canadian academic healthcare centre. Data were collected and analysed through a mixed deductive-inductive process using a framework derived from diffusion of innovations theories. Results: The integration of the environmental impact of DHTs in assessment and procurement is contingent upon key micro-meso-macrosystemic factors that either enable or constrain changes in practices and processes. Innovation (micro) factors include stakeholders' recognition of the environmental issue and the extent to which it is feasible for them to address the environmental impact of DHTs. Organisational (meso) factors include the organisation's culture, leadership, policies, and practices, as well as the expertise and professional skillsets available. Finally, external (macro) factors include political and regulatory (e.g., national strategy, laws, standards, norms), economic (e.g., business models, public procurement), and professional and scientific factors (e.g., evidence, methodologies, clinical guidelines). Conclusion: Considering the environmental impact of DHTs depends on micro-meso-macrosystemic factors involving a variety of stakeholders and levels of governance, sometimes with divergent or even antagonistic objectives and expectations. It highlights the importance of better understanding the complexity inherent in the environmental shift in healthcare.

Access Control, Key Management, and Trust for Emerging Wireless Body Area Networks.

Wireless Body Area Networks (WBANs) are an emerging industrial technology for monitoring physiological data. These networks employ medical wearable and implanted biomedical sensors aimed at improving quality of life by providing body-oriented services through a variety of industrial sensing gadgets. The sensors collect vital data from the body and forward this information to other nodes for further services using short-range wireless communication technology. In this paper, we provide a multi-aspect review of recent advancements made in this field pertaining to cross-domain security, privacy, and trust issues. The aim is to present an overall review of WBAN research and projects based on applications, devices, and communication architecture. We examine current issues and challenges with WBAN communications and technologies, with the aim of providing insights for a future vision of remote healthcare systems. We specifically address the potential and shortcomings of various Wireless Body Area Network (WBAN) architectures and communication schemes that are proposed to maintain security, privacy, and trust within digital healthcare systems. Although current solutions and schemes aim to provide some level of security, several serious challenges remain that need to be understood and addressed. Our aim is to suggest future research directions for establishing best practices in protecting healthcare data. This includes monitoring, access control, key management, and trust management. The distinguishing feature of this survey is the combination of our review with a critical perspective on the future of WBANs.

Strategy maintenance in smart healthcare systems.

BACKGROUNDS: The size of medical strategies is expected to grow in conjunction with the expansion of modern diseases' complexity. When a strategy includes more than ten statements, its manual management becomes very challenging, and in some cases, impossible. As a result, the updates they get may result in the unavoidable appearance of anomalies. This causes an interruption in the outflow of imperfect knowledge. METHODS: In this paper, we propose an approach called TAnom-HS to verify healthcare strategies. We focus on the management and maintenance, in a convenient and automatic way, of a large strategy to guarantee knowledge accuracy and enhance the efficiency of the inference process in healthcare systems. RESULTS: We developed a prototype of our proposal and we applied it on some cases from the BioPortal repository. The evaluation of both steps of TAnom-HS proved the efficiency of our proposal. CONCLUSION: To increase ontologies expressiveness, a set of rules called strategy is added to it. TAnom-HS is a two-step approach that treats anomalies in healthcare strategies. Such a task helps to take automatic and efficient healthcare decisions.

Toward a Financially Sustainable Healthcare System in Saudi Arabia.

BACKGROUND: This study aimed to find out the application of a sustainability model framework to test the financial sustainability of the healthcare system in Saudi Arabia and to suggest some reforms required to maintain a sustainable healthcare system in the country. METHODS: To test the financial sustainability of the publicly funded healthcare system in Saudi Arabia, we applied analytical techniques using a sustainability model framework based on the framework indicators proposed previously by the Office of Sustainable Development, Bureau for Africa, U.S. Agency for International Development. An empirical time-trend analysis was also used to judge the financial sustainability of the healthcare system of Saudi Arabia in the future. RESULTS: The results showed significant threats to the financial sustainability of the healthcare system. Saudi Arabia's revenues, gross domestic product (GDP), government budget, and Ministry of Health (MOH) budget were all directly influenced by the oil prices. CONCLUSION: The healthcare system in Saudi Arabia seems to be financially unsustainable, and the need for change is inevitable. Saudi's ambitious program of development "Vision 2030" will surmount the challenges faced by the country and will lead to substantial enhancements in the health sector in Saudi Arabia, and other opportunities for improvement do exist.