Health Service Infrastructure Research Articles

Physical activity habits among members of the Athens Medical Society in Greece

Abstract Introduction Benefits of regular physical activity and exercise are well documented. Healthcare workers play a crucial role in counseling and appropriately referring their patients to adopt physical activity. However, doctors’ exercise habits range between different medical specialties and health service infrastructure. Purpose In this study, we assess physicians’ exercise performance according to the recommendations of 2020 ESC Guidelines. Methods The population of this cross-sectional study comprised 742 physicians of the Athens Medical Society (AMS), Greece. The study instrument was a self-administered questionnaire mailed in October 2023 to investigate physicians’ exercise habits, baseline characteristics of population, specialty, and health service infrastructure [Greek National Healthcare System (GNHS) or Private Practice (PP)]. European Society of Cardiology (ESC) Guidelines recommend at least 150 min/week of moderate-intensity exercise in all healthy adults. Subjects were divided in two groups according to their compliance to ESC Guidelines: 1. Moderate-intensity endurance exercise training per week ≥ 150 min (Group A); 2. Moderate-intensity endurance exercise training per week <150 min (Group B). Results The recommended exercise training per week goal is achieved by the majority of AMS members (53.4%) with an estimated mean exercise endurance training time of 240 ± 285 minutes. Between Group A and Group B there was no difference in age (50±12years vs. 50±13years, p=0.73), whereas there was significant difference in male sex prevalence (58% vs. 43%, p <0.001), in Body Mass Index (24.7 ± 3.8 kg/m2 vs. 26.2 ± 4.7 kg/m2, p <0.001), in Smoking habits (17.4% vs. 23.5%, p=0.04), in diabetes mellitus incidence (6.6% vs. 11.8%, p= 0.01) and in the use of activity monitoring wearables (45.2% vs. 29.8%, p<0.001). Interestingly, there was significant difference between GNHS and PP doctors representation in Group A and B with more doctors in the PP categorized in the Group A (p=0.008) (Figure 1). Importantly, logistic regression analysis revealed that even after adjustment for the aforementioned confounders there was significant under-representation of the GNHS in the Group A or otherwise doctors in the GNHS have 33% decrease odds of achieving the recommended exercise training per week (Odds Ratio: 0.676, 95%CI 0.484, 0.943, p=0.02) (Table 1). Conclusion A significant proportion of the AMS members follows the recommended ESC guidelines for minimum exercise training per week. Several factors affect their adherence to exercise time recommendation. Interestingly, AMS doctors working on the GNHS independently of other factors are less adherent to exercise recommendations. These findings emphasize the need to strengthen prevention strategies to AMS.

COVID-19 Vaccination and Vaccine Hesitancy in the Gaza Strip from a Cross-Sectional Survey in 2023: Prevalence, Risk Factors, and Associations with Health System Interventions.

Preventing COVID-19 in Gaza is crucial due to the devastation of advanced health services infrastructure by war. Despite the high protection offered by COVID-19 vaccines against severe disease, a 2021 survey in Gaza found only half of the population was vaccinated, and one-third was vaccine-hesitant. This follow-up study conducted in March 2023 aimed to re-evaluate vaccination levels, hesitancy, exposure to vaccine promotion efforts, and other risk factors in Gaza. A community-based cross-sectional survey with multistage stratified sampling was used. Associations of primary exposures and other determinants with vaccine status and hesitancy were quantified using bivariate and multivariable logistic regression. In 2023, 63.5% of adults received at least one vaccine dose compared to 49.1% in 2021 (p < 0.001). Vaccine hesitancy prevalence was 31.7% in 2023 versus 34.1% in 2021 (p = 0.395). Adjusted odds of vaccination were 4.2 times higher among those referred by health workers compared to those not referred. Adjusted odds of vaccine hesitancy among those who received information on the vaccine from health workers were 0.3 times that of people who did not receive information. Results suggest health workers could play a crucial role in future vaccination strategies, as their vaccine promotion efforts were linked to better vaccine outcomes. Investing in the skills development of community health workers to contribute to these efforts is recommended.

Developing and testing a community based, online vs. face-to-face peer led intervention to improve mental well-being in Cambodian adults with physical disabilities.

Despite growing international attention, there remains an urgent need to develop mental health services within low and middle income countries. The Khmer Rouge period in Cambodia saw the destruction of all health services infrastructure in the 1970s. Consequently, Cambodia has struggled to rebuild both its economy and healthcare system, with the number of qualified mental health clinicians remaining disproportionately low. Resultantly, there is a pressing need to develop low-cost community based alternatives of mental healthcare. Using a mixed methods design, researchers developed an 8-week peer-led intervention, known as a Friendship Group, for adults with physical disabilities using both face-to-face and online delivery methods. The Wilcoxon Signed-Rank test was used to assess changes in pre-post survey scores and qualitative data was collected in form of five focus groups post intervention. 41 participants were allocated across four Friendship groups - two were online and two face-to-face. Attrition rate was 22% post-intervention (n = 32). ITT analyses showed a statistically significant decrease in psychological distress scores [Z = -3.808, p < .001] from pre [Mdn = 20, IQR = 16.5-25.5] to post [Mdn = 16, IQR = 14-18.5] intervention. A Wilcoxon signed-ranks test also showed a statistically significant decrease in PTSD scores [Z = -2.239, p < .025] from pre [Mdn = 4, IQR = 3-5] to post [Mdn = 3, IQR = 2.75-4] intervention. There was also a statistically significant decrease in worry scores [Z = -3.904, p < .001] from pre [Mdn = 5, IQR = 3.5-6.5] to post [Mdn = 3, IQR = 3-4] intervention. There were no significant group differences between the face to face and online groups. A number of interconnected themes emerged from focus group data (n = 5), these included the mental health benefits of Friendship Groups as conceptualised through knowledge acquisition, skill development and peer support. The Friendship group intervention delivered in both online and face-to-face formats appears feasible and acceptable within the Cambodian context. Initial data revealed positive findings in terms of reduction in psychological distress, worry and PTSD symptoms as well increased feeling as calm.

A Social-Ecological Model Exploring Gestational Diabetes Mellitus Screening Practices Among Antenatal Health Care Providers.

Gestational diabetes mellitus (GDM) is associated with adverse health outcomes for the pregnant individual and their baby. Screening approaches for GDM have undergone several iterations, introducing variability in practice among healthcare providers. As such, our study aimed to explore the views of antenatal providers regarding their practices of, and counseling experiences on the topic of, GDM screening in Ontario. We conducted a qualitative, grounded theory study. The study population included antenatal providers (midwives, family physicians, and obstetricians) practicing in Hamilton, Ottawa, or Sudbury, Ontario. Semi-structured telephone interviews were conducted and transcribed verbatim. Transcripts were analyzed using inductive coding upon which codes, categories, and themes were developed to generate a theory grounded in the data. Twenty-two participants were interviewed. Using the social-ecological theory, we created a model outlining four contextual levels that shaped the experiences of GDM counseling and screening: Intrapersonal factors included beliefs, knowledge, and skills; interpersonal factors characterized the patient-provider interactions; organizational strengths and challenges shaped collaboration and health services infrastructure; and finally, guidelines and policies were identified as systemic barriers to health care access and delivery. A focus on patient-centered care was a guiding principle for all care providers and permeated all four levels of the model. Patient-centered care and close attention to barriers and facilitators across intrapersonal, interpersonal, organizational, and policy domains can minimize the impact of variations in GDM screening guidelines. Among care providers, there is a desire for additional skill development related to GDM counseling, and for national consensus on optimal screening guidelines.

Innovative Models of Care for Hospitals of the Future.

New ways of providing acute care outside of traditional hospital building complexes, such as virtual care or hospital in the home, are becoming more common. Despite this, many hospitals are still conceived as "bricks and mortar" centralised constructions, and few health service infrastructure organisations meet intensively with consumers or clinicians prior to conceptualising hospital design. Our study sought to understand the needs and expectation of community members and healthcare providers, and co-design innovative models of acute care to inform development of a new metropolitan hospital in Australia. Our study used a three-step approach, consisting of academic and grey literature reviews; a demographic analysis of the hospital catchment population; and a series of 20 workshops and 6 supplementary interviews with community members and local healthcare providers. We found that care should be tailored to the healthcare needs and expectations of each consumer, with consumers cared for in the community where possible and safe. We propose an innovative model of care for hospitals of the future, consisting of fully integrated acute care underpinned by appropriate digital architecture to deliver care that is community focussed. It is vital that new hospitals build in sufficient adaptability to leverage future innovation and meet the needs of growing and changing communities.

CLINICAL MAPPING GEOGRAPHIC INFORMATION SYSTEM AND TREATMENT HALLS AT THE HEALTH DEPARTMENT PEKANBARU CITY

The existence of health facilities in the city of Pekanbaru is scattered in various places, but until now there is no geographical description of the location of these infrastructures. related to this, an information system is needed that can provide information on the location of clinics and treatment centers in the city of Pekanbaru. The purpose of making this Web-Based Geographic Information System is to provide an alternative convenience for the Pekanbaru Health Office to monitor the spread of clinics and treatment centers in the city of Pekanbaru. The research methodology used is the method of analysis and application design method based on geographic information systems with the waterfall model. This system is designed using the PHP programming language and MySQL database. The result of this design is a website that is able to display the location of clinics and medical centers in the city of Pekanbaru to facilitate the management of health service facilities and infrastructure.

Analysis of Factors That Influence Snack Food Selection Behavior in High School Students

BPOM findings from 2006-2010 showed that as many as 48% of school children's snacks did not meet food safety requirements because they contained dangerous chemicals. Snacking behaviour is influenced by several factors, including knowledge, attitudes, peers, and family involvement in getting used to breakfast or providing food from home to be taken to school. This research analyses the factors influencing snack food selection behaviour among high school students. The method in this research is to examine literature reviews with the study sources used coming from published journals in Indonesia and having an ISSN relating to research. As a result of research from 124 articles reviewed, five reports were finally obtained; it was found that there was an influence of knowledge, attitudes, health education and the role of authoritarianism on high school children's snack choices. Shows that knowledge, attitudes, health education and authoritarian roles influence food choices in children or adolescents; there are three factors, namely: (1) predisposing factors, namely factors that facilitate and underlie the occurrence of specific behaviour; (2) supporting factors that enable particular behaviour to occur, such as information media, health service infrastructure, and (3) reinforcing factors are factors that strengthen the occurrence of specific behaviour (the role of parents and the role of teachers).

The urban-rural disparities and factors associated with the utilization of public health services among diabetes patients in China

BackgroundBasic public health services for diabetes play an essential role in controlling glycemia in patients with diabetes. This study was conducted to understand the urban-rural disparities in the utilization of basic public health services for people with diabetes and the factors influencing them.MethodsThe data were obtained from the 2018 China Health and Retirement Longitudinal Study (CHARLS) with 2976 diabetes patients. Chi-square tests were used to examine the disparities in the utilization of diabetes physical examination and health education between urban and rural areas. Logistic regression was performed to explore the factors associated with the utilization of diabetes public health services.ResultsAmong all participants, 8.4% used diabetes physical examination in the past year, and 28.4% used diabetes health education services. A significant association with age (OR = 0.64, 95% CI:0.49–0.85; P < 0.05) was found between patients’ use of health education services. Compared with diabetes patients living in an urban area, diabetes patients living in a rural area used less diabetes health education. (χ2= 92.39, P < 0.05). Patients’ self-reported health status (OR = 2.04, CI:1.24–3.35; P < 0.05) and the use of glucose control (OR = 9.33, CI:6.61–13.16; P < 0.05) were significantly positively associated with the utilization of diabetes physical examination. Patients with higher education levels were more likely to use various kinds of health education services than their peers with lower education levels (OR = 1.64, CI:1.21–2.22; P < 0.05).ConclusionOverall, urban-rural disparities in the utilization of public health services existed. Vulnerable with diabetes, such as those in rural areas, are less available to use diabetes public health services. Providing convenient health service infrastructure facilitates the utilization of basic public health services for diabetes in older patients with diabetes, especially in rural areas.

PENINGKATAN PENGETAHUAN SANTRIWATI DALAM MENJAGA KESEHATAN REPRODUKSI WANITA

Al-Husna Islamic Boarding School, Bogor Regency, which consists of young women (santriwati) with limited health service infrastructure, there has never been a visit by local health workers who provide counseling on women's reproductive health, toilet cleanliness, food intake, hygiene behavior, and problems with femininity that are often experienced by female students. These factors in the future will become an accumulation (time bomb) of disturbances in the reproductive organs, physically and mentally in female students. The community service activity was themed "Fostering Healthy Santriwati at the Al-Husna Islamic Boarding School, Bogor Regency. The purpose of providing guidance on women's reproductive health is to increase knowledge and skills in early detection of reproductive health disorders and the practice of breast self-examination in an effort to detect early breast cancer in female students. Community-based Participatory Research (CBPR) uses community service methods with health education techniques, the practice of early detection of SADARI and early symptoms of reproductive health disorders, and the distribution of pre- and post-test questionnaires as a measure of Santriwati's understanding. The results show an increase in knowledge after being given counseling and guidance on women's reproductive health. It is hoped that Santriwati will consistently carry out early detection of BSE, recognize early symptoms of reproductive health disorders, and promote good personal hygiene to improve health

Facilitators and Barriers to Implementing COVID-19 Prevention Strategies in K-12 Public Schools.

To meet the educational needs of students, most schools in the United States (U.S.) reopened for in-person instruction during the 2021-2022 school year implementing a wide range of COVID-19 prevention strategies (e.g., mask requirements). To date, there have been limited studies examining facilitators and barriers to implementing each of the recommended COVID-19 prevention strategies in schools. Twenty-one semistructured interviews were conducted with public school staff from across the U.S. responsible for overseeing prevention strategy implementation. MAXQDA was used for thematic analysis. Findings identified key facilitators including utilizing Centers for Disease Control and Prevention guidance and district policies to guide decision-making at the school level, possessing financial resources to purchase supplies, identifying key staff for implementation, and having school health services infrastructure in place. Key barriers included staff shortages, limited resources, and community opposition. Findings from this study provide important insight into how schools can prepare for future public health emergencies.

Fractures in sub-Saharan Africa: epidemiology, economic impact and ethnography (Fractures-E3): study protocol

Background: The population of older adults is growing in sub-Saharan Africa. Ageing exponentially increases fragility fracture risk. Of all global regions, Africa is projected to observe the greatest increase in fragility fractures. Fractures cause pain, disability and sometimes death, and management is expensive, often requiring complex healthcare delivery. For countries to plan future healthcare services, understanding is needed of fracture epidemiology, associated health service costs and the currently available healthcare resources. Methods: The Fractures-E3 5-year mixed-methods research programme will investigate the epidemiology, economic impact, and treatment provision for fracture and wider musculoskeletal health in The Gambia, South Africa and Zimbabwe. These three countries are diverse in their geography, degree of urbanisation, maturity of health service infrastructure, and health profiles. The programme comprises five study types: (i) population-based cross-sectional studies to determine vertebral fracture prevalence. Secondary outcomes will include osteoarthritis and sarcopenia. Age- and sex-stratified household sampling will recruit 5030 adults aged 40 years and older; (ii) prospective cohort studies in adults aged 40 years and older will determine hip fracture incidence, associated risk factors, and outcomes over one year (e.g. mortality, disability, health-related quality of life); (iii) economic studies of direct health costs of hip fracture with projection modelling of future national health costs and cost-effectiveness analyses of different hip fracture care pathways; (iv) national surveys of hip fracture services (including traditional bonesetters in The Gambia); and (v) ethnographic studies of hip fracture care provision and experiences will understand fracture service pathways. Conclusions: Greater understanding of current and expected fracture burdens, fracture risk factors, and existing fracture care provision, is intended to inform national clinical guidelines, health service policy and planning and future health service development in sub-Saharan Africa.

Pemenuhan Standar Mutu Layanan Kesehatan di Puskesmas Kecamatan Tebing Syahbandar

Puskesmas as one of the most important health services infrastructure has a task for give health services to the whole of society. Puskesmas is accused to always keep patient’s trust and satisfaction by give quality services. Quality services in the context of the services at Puskesmas mean give services to the patient based on standard quality for fill up necessary and anxiety of the society, so that they can get satisfaction which finally can increase patient’s trust to Puskesmas. This study aims to determine the quality of health services, the causal factors, and the demands and needs of the community. Measurements from service quality using the SERQUAL method and data extraction is done either quantitatively or qualitatively.

Palcayaco watershed management through environmental zoning in Huancavelica, Peru

The technical and integrated participation of the population in environmental zoning and soil and water conservation techniques and management is a sustainable alternative for watershed management. The objective of the research was to develop an environmental zoning map for the Palcayaco watershed in Huancavelica, Peru (from its socioeconomic aspects to its technical recommendations). The research work was deductive, where all the necessary data were delimited, described, inventoried, recapitulated and extracted to describe the morphometric parameters, biophysical and socioeconomic situation, environmental zoning and techniques for soil and water conservation. Results: the watershed was perennial, an average slope of 29.65%, a time of concentration of 180.6 min and a balanced hypsometric curve type (B). It also had low population density, unpaved roads, scarce basic services, and poor education and health services infrastructure. The watershed presented different ecoregions, life zones, climatic classification and altitudinal sector, current land use for agricultural, livestock and silvopastoral production, steep type, forest pasture use and protection capacity. The conflict area was in good use, and economic-ecological zoning was in protection, conservation, recovery, water, productive, and urban-industrial. The environmental zoning designed for the Palcayaco watershed preserved the most important natural resources for rural communities, improving their biophysical and socioeconomic status. Through soil and water conservation techniques and management, it will prevent the degradation of the watershed for a better and sustainable future.

The status of ART in the public health sector in Africa: a multi-country survey

Research questionWhat is the current availability of treatment with assisted reproductive technology (ART) in the public sector in Africa, and what are the facilitators and barriers towards its provision? DesignCross-sectional quantitative and qualitative data were collected in two phases from February 2020 to October 2021. Key informants were identified from countries known to provide ART in Africa based on data from the African Network and Registry for Assisted Reproductive Technology and the 2019 Surveillance from the International Federation of Fertility Societies. Quantitative data were collected via a structured questionnaire (Phase 1); public centre-specific quantitative and qualitative data were then collected via a semi-structured questionnaire followed by a virtual interview (Phase 2). Data were analysed descriptively. ResultsInformants from 18 countries reported the existence of 185 ART centres in 16 countries. Twenty-four centres (13.0%) in 10 of 16 countries (62.5%) were public. The majority of public centres (20/22 [90.9%]) reporting on ART performed <500 ART cycles per annum. Although public institutions covered most of the cost for ART, copayments from patients were universally required. The number of ART cycles per annum was inversely correlated to the copayment. Lack of policy and legislation, high costs and bureaucratic obstacles were identified by participants as the leading challenges in the delivery of public service ART. ConclusionLack of public ART services leads to chronic and profound health inequities. Enablers of public service ART in the region are the same known to support ART services in general, namely policy and legislation, appropriate funding and good health service infrastructure. Addressing these requires the collated efforts of many stakeholders.

Are we ready to be techno-digitalicus psychiatrists?

AbstractDigital mental health interventions and digital psychiatry have been rapidly implemented over the past decade, particularly with the intent to offer a potential solution in those problematic circumstances and logistic issues for which the current mental health service infrastructure is not able to adequately accommodate to the needs of most patients. Indeed, most mental health workforce does not always own an enough and appropriate theoretical either practical training in digital psychiatry and in delivering remote consultations safely and effectively. Most European countries do not have curricula-specific training requirements, either at core or higher specialty level, for psychiatry trainees to demonstrate competence in digital skills that may be considered essential to good clinical practice, including abilities and competencies needed to provide and deliver mental health interventions by using digital tools. The talk will provide an overview on the level of the current state-of-the-art of the European techno-digitalicus psychiatrist and psychiatry trainee.Disclosure of InterestNone Declared

POTRAIT OF PUBLIC PRIVATE PARTNERSHIP POLICY SUBSTANCES IN REGIONAL HOSPITALS IN INDONESIA

Public Private Partnership (PPP) is a strategy of the Indonesian Government to deal with budget constraints and overcome gaps in infrastructure, access, and quality of health services. PPP on the operational cooperation (KSO) model is the oldest and most widely applied practice by regional hospitals in Indonesia. The implementation of KSO must refer to government policies in the form of laws and regulations. Since its initial implementation until today, the Ministry of Home Affairs, as the body that oversees the local government, has not carried out a comprehensive evaluation of the KSO policy. This study was carried out by conducting document analysis related to the operational cooperation policies of regional hospitals and reviewing the substance of operational cooperation policies at the national and regional levels. Study found that there are no articles governing service level agreements; no performance indicators of cooperation in monitoring and evaluation, limited autonomy; several regional head regulations are not accompanied by technical guidelines; and there are variations in the substance of the regional head regulations. This study concludes that the KSO policy framework for regional hospitals is inadequate, incomplete, and limits the autonomy of regional hospitals.

Mental health service accessibility, development and research priority setting in Cambodia - a post-conflict nation

BackgroundThe limited health and social care infrastructure that existed in the 1970s in Cambodia was destroyed due to the Khmer Rouge. Mental Health service infrastructures have developed in Cambodia in the last twenty five years, however, they have been shaped significantly by very limited funding being made available for human resources, support services and research. The lack of research on Cambodia’s mental health systems and services is a significant barrier to the development of evidence-based mental health policies and practice. In order to address this barrier, effective research and development strategies are needed in Cambodia, which are based on locally well-informed research priorities. There are many possibilities for mental health research in LMIC countries such as Cambodia, therefore focused research priorities in these areas are needed to guide future research investment. This paper is the result of the development of international collaborative workshops, which focused on service mapping and research priority setting in the field of mental health in Cambodia. MethodsA nominal group technique was used to gather ideas and insights from a range of key mental health service stakeholders in Cambodia. Results: The key issues in service provisions for people with mental health issues and disorders, the interventions and programmes of support available, and currently needed, were identified. This paper also identifies five key mental health research priority areas which could form the basis for effective mental health research and development strategies in Cambodia. ConclusionThere is a clear need for the Cambodian government to devise a clear policy framework for health research. This framework could focus on the five research domains identified in this paper and could be incorporated within its National Health Strategic plans. The implementation of this approach would likely lead to the development of an evidence base which would allow the development of effective and sustainable strategies for mental health problem prevention and intervention. This would also contribute to promote the Cambodian government’s capacity to take the deliberate, concrete, and targeted steps necessary to address the complex mental health needs of its population.

REIMAGINING DISASTER AND EMERGENCY PREPAREDNESS IN LONG-TERM CARE: EXAMPLES FROM FLORIDA AND TEXAS

Abstract A thread common to all disasters is the effect on human health that results when the health care infrastructure and delivery of health services are disrupted. This view has reinforced the importance of an all “all-hazards approach” to preparedness, whereby disaster response planning incorporates principles common to all events and can be adapted to specific contingencies. Preparing for and responding to a disaster in long-term care (LTC) requires a broad view of multiple events that can disrupt daily life and needed services for LTC residents (e.g. hurricanes, pandemics). This symposium will examine the effects of varied emergency events on older adults residing in nursing homes (NHs) and assisted living communities (ALCs) using quantitative and qualitative methodologies. The first presentation will discuss morbidity and mortality of NH residents exposed to Hurricane Harvey (Texas). The second is an investigation of NH direct care staffing during the recent Winter Storm Uri (Texas). The third presentation qualitatively explores the challenges of providing care to residents living with dementia during the COVID-19 pandemic, based on interviews with Florida NH and ALC administrators. The fourth quantitatively and qualitatively explores issues related to resident-to-resident contact restrictions in Florida ALCs. Finally, we will discuss the application of the 4Ms Age Friendly framework (What Matters, Medication, Mentation, and Mobility) to disaster preparedness in LTC. This symposium will provide information that can be used to develop or revise public policies to improve preparedness for and response to a range of emergency events in NHs and ALCs.

Large-scale calibration and simulation of COVID-19 epidemiologic scenarios to support healthcare planning

The COVID-19 pandemic has provided stiff challenges for planning and resourcing in health services in the UK and worldwide. Epidemiological models can provide simulations of how infectious disease might progress in a population given certain parameters. We adapted an agent-based model of COVID-19 to inform planning and decision-making within a healthcare setting, and created a software framework that automates processes for calibrating the model parameters to health data and allows the model to be run at national population scale on National Health Service (NHS) infrastructure. We developed a method for calibrating the model to three daily data streams (hospital admissions, intensive care occupancy, and deaths), and demonstrate that on cross-validation the model fits acceptably to unseen data streams including official estimates of COVID-19 incidence. Once calibrated, we use the model to simulate future scenarios of the spread of COVID-19 in England and show that the simulations provide useful projections of future COVID-19 clinical demand. These simulations were used to support operational planning in the NHS in England, and we present the example of the use of these simulations in projecting future clinical demand during the rollout of the national COVID-19 vaccination programme. Being able to investigate uncertainty and test sensitivities was particularly important to the operational planning team. This epidemiological model operates within an ecosystem of data technologies, drawing on a range of NHS, government and academic data sources, and provides results to strategists, planners and downstream data systems. We discuss the data resources that enabled this work and the data challenges that were faced.

Causal relationship between health insurance and overall health status of children: Insights from Pakistan.

Evaluating the impact of health insurance always remains a methodologically challenging endeavor due to the absence of sample randomization. This paper evaluates the impact of health insurance on the health status of children in Pakistan using the data of the Multiple Indicator Cluster Survey (MICS) for Punjab, Pakistan, from 2017 to 2018. The study adopted the propensity score matching (PSM) method to address the sample selection bias. The sample is matched on potential covariates such as mother characteristics (education level), household head characteristics (gender, age, and education), and other household conditions (such as home dwelling, internet access, wealth index, migration member, number of children residing in the home, as child illness, etc.). The findings revealed that children with insurance have considerably better health than non-insured, at a 1% significance level. The results confirm that health insurance is not a luxury but a need that improves children's overall health. In this regard, governments should enhance and expand programs related to health insurance, especially for children. Health insurance programs will not only help poor people but also improve the overall infrastructure of health services in the country.