Editorial: Reimagining universal health coverage and other global health targets in the post-COVID-19 era
Bibliographic record
Abstract
significantly associated with country differences regarding the duration of the stay-athome orders and further called for a reduction of burden and symptoms of anxiety or depression for caregivers and care recipients.Another study by Qazi et al., using Gray Incidence Analysis Model (Gray Relational Analysis), evaluated the health systems at the country level. They reported that the healthcare system of advanced countries, i.e., the UK, USA, France, Denmark, etc. (almost the whole of western Europe/Schengen area/OECD), has a very poor response to the shock of the COVID-19 pandemic, which is in contrast to the myth that these countries have the best healthcare systems in the world. However, 30 countries are categorized as countries having much better health systems, most of which are member countries of the Southern Africa Development Community. Another interesting study from Italy by Blasi et al., to renovate the current healthcare system and guarantee equal access to health services, have proposed a multidisciplinary Think Tank and proposed a manifesto with six drivers for change: vision, governance, competence, intelligence, humanity, and relationship. Further, each driver was linked to action to actively move toward a new healthcare system based on trust between science, citizens, and institutions. Some of the articles have emphasized the role of health systems strengthening and, in this context, Cuschieri et al. have highlighted the Cypriot resilience plan in response to the lessons learned from the pandemic put forward by the Government of the Republic of Cyprus with 6% of the total budget (74.1 million euros) to be allocated on strengthening the capacity of the Global Health Security and supporting public health protection. They further called for the Cypriot government and other states with a similar population or geographical distribution to consider the transformation for public health emergency preparedness and transition to a working syndemic model. Similarly, a Mexican study by Ramos Herrera et al., have highlighted the timely installation and work of the University of Guadalajara-health situation room helped the state of Jalisco in Mexico to maintain one of the lowest incidence and mortality rates in the country.Globally, the COVID-19 pandemic had several impacts on various dimensions, including the global economy. An in-depth analysis by Tang et al. on the impact of the UHC Healthcare system on stock returns during COVID-19 found that the sudden onset of an epidemic disease results in unevenly distributed medical system resources, consequently diminishing the impact of UHC on abnormal returns. Further, the study concluded that abnormal cumulate returns emerge at the early stages of the pandemic, signifying that the strategy of investment as a sudden reaction to the outbreak is normally at the beginning of the pandemic and that a well-organized UHC system is a key factor in avoiding the risk of damage to stock markets as a result of a sudden outbreak. Da Silva et al. have analyzed the relationship between the country's gross domestic product and COVID-19 mortality globally and have reported various scenarios. Their statistical analysis did not reveal any relationship between GDP per capita and the COVID-19 mortality rate. With a base GDP-per capita level of US$1200, a significant statistical relationship (at 5%level) between GDP per capita and COVID-19 mortality rate can no longer be found (p = 0.0588).An epidemiological study of COVID-19 in Saudi Arabia using the data from the Ministry of Health, as reported by Salam et al., has highlighted that though COVID-19 transmission since March 2020 is considered to be widespread, creating an excess burden on the public health system, the disciplined life in compliance with law and order paved the way for effective program implementation and epidemic control. In terms of the dynamics between urbanization and infectious disease spread, a Chinese national study by Yu et al., have concluded that urban education, employment and entrepreneurship, housing, medical and health care, and other basic public services brought by urbanization can help reduce the risk of the spread of infectious diseases. However, the increasing density of buildings caused by land urbanization increases the risk of spreading infectious diseases. Another study in China by Ruishi Si et al. investigated the links between the COVID-19 vaccination and public attitudes toward protective countermeasures have found that gender, age, education level, occupation risk, individual health risk perception, public health risk perception, social responsibility, peer effect, and government supervision are the main drivers for participants to be vaccinated. The results further show that vaccination lessened participants' frequency of hand washing by 1.75 times and their compliance frequency intensity of observing physical distancing by 1.24 times. However, the rate of mask-wearing did not reduce significantly, implying that China's main countermeasure of effective mask-wearing effectively controls COVID-19.UHC demands a multifaceted strategy. Primary health care and life course approaches are crucial. A primary healthcare strategy focuses on organizing and developing health systems so individuals can obtain services for their health and well-being based on their needs and preferences as early as possible and in their everyday settings. Two aspects should be considered when tracking progress toward UHC: 1) The proportion of a population that has access to basic, high-quality health care (SDG 3.8.1) and 2) The proportion of the population that spends a significant portion of their family income on health (SDG 3.8.2). In this regard, Frank et al. have highlighted that Canada ranks highest in the world on the UHC Service Coverage Index, at 89 on a scale of 0 to 100, surpassing comparator countries such as Australia, New Zealand, Norway, the UK, Netherlands, Sweden, and other G-7 nations including the USA, France, Germany. However, they emphasized that UHC systems could easily fall prey to powerful and wealthy forces worldwide, seeking to make healthcare just another profitable business commodity citing the example of "Cambie Trial" (Cambie Surgeries Corporation v. British Columbia). In this context, Montagu shared the European experience in involving the private sector in achieving UHC, where it can be effectively provided with or without large-scale private sector provision in hospital, specialty, and primary care services, and moreover, it can be provided with high levels of patient satisfaction. The study further claimed that the European examples provide critical insight for governments of low-and-middle-income countries that large-scale privately provided medical services are neither necessary for achieving UHC nor a barrier to it. A recent article by Lal et al. highlighted that Health systems designed for UHC had been shown to support communities more equitably through primary health care (Lal et al., 2022).In conclusion, the nations and states that progress toward achieving UHC will certainly make progress toward other health-related targets and goals. Good health allows children to learn and adults to earn, helps people escape from poverty and provides the basis for sustainable economic development. Therefore, this special issue provides original research, reviews, and evidence-based policy recommendations from various geographical regions in achieving the target of UHC amid the COVID-19 pandemic. The COVID-19 pandemic highlighted the critical significance of the health and care workforce and the importance of increasing spending in this sector to reap the economic benefits at the national level.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.021 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".