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1.
Heliyon ; 10(8): e29550, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38655295

ABSTRACT

This scoping review addresses the transformation and development of new healthcare systems in nine countries -Armenia, Azerbaijan, Belarus, Kazakhstan, Kyrgyzstan, Russia, Tajikistan, Turkmenistan, and Uzbekistan over the period following the collapse of the Soviet Union from 1991 to the present. This assessment focuses on maternal and child health, mental health, communicable diseases, and non-communicable diseases in an effort to highlight the changes in the healthcare status of these nine countries under scrutiny. Considering that all the post-Soviet nations are officially recognized members of the World Health Organization (WHO) and have demonstrated their commitment to attaining the WHO's objectives, the evaluation of healthcare system progress and improvement was carried out utilizing indicators provided by the WHO. This review reveals that the evolution of healthcare systems could be considered sustainable, given that average life expectancy has returned to the level it was in 1991- the year of the USSR's breakup, and people's health has improved since the turn of the twenty-first century. To enhance the potential success of future healthcare reforms, however, governments must monitor implementation of the reform process, evaluate the achievement of objectives, and make necessary adjustments. The success of future healthcare changes will depend on the active involvement of the government, medical community, and patient community, as well as obtaining the support of local health authorities. This study may help identify successful and failed strategies, guiding future healthcare changes and investments.

2.
Int J Gen Med ; 17: 1101-1116, 2024.
Article in English | MEDLINE | ID: mdl-38529100

ABSTRACT

Background: The lack of focus on the health status of shrimp cultivators by previous studies while the production of shrimp has been rising over the years after the introduction of the blue revolution in India. The present study estimated the burden of diseases among shrimp cultivators in India. Methods: Primary data were collected by using simple random sampling. The sample size was 357. The classification of diseases were made by using the international classification of diseases, tenth revision (ICD-10), version 2019. Disability-adjusted life years (DALY) were used to measure the health status of shrimp cultivators. DALY is the summation of the burden of disease from mortality and morbidity. Sensitive and uncertainty analysis was used by changing the value of the parameter and method, respectively. Results: The burden of disease among shrimp cultivators in 2020 ranges from 101.03 DALY based on equal age weightage, without discount rate, and potential life expectancy (DALY0,0,PLE) to 84.02 DALY based on unequal age weightage, discount rate, and standardized life expectancy (DALY1,0.03,SLE). The burden of disease per 100,000 shrimp cultivators was 28,477.74 DALY and 23,600.84 DALY when calculated by using DALY0,0,PLE and DALY1,0.03,SLE method, respectively. The higher burden of diseases from non-communicable diseases was followed by injury and communicable diseases for both methods. The disease burden from mortality was more than two-thirds of the total burden of disease and the rest from morbidity. The burden of disease among shrimp cultivators was sensitive to parameter changes because it changes between 92.10 DALY and 63.03 DALY with the change in the parameter. Uncertainty in the burden of disease among them was due to method variation, which ranges from 120.03 DALY to 74.06 DALY. Conclusion: The higher burden of non-communicable diseases, and the lower burden of communicable, and injuries per 100,000 shrimp cultivators compared to the national level in India.

3.
Glob Health Res Policy ; 9(1): 11, 2024 Mar 19.
Article in English | MEDLINE | ID: mdl-38504369

ABSTRACT

BACKGROUND: The hospitalization rate of ambulatory care sensitive conditions (ACSCs) has been recognized as an essential indicator reflective of the overall performance of healthcare system. At present, ACSCs has been widely used in practice and research to evaluate health service quality and efficiency worldwide. The definition of ACSCs varies across countries due to different challenges posed on healthcare systems. However, China does not have its own list of ACSCs. The study aims to develop a list to meet health system monitoring, reporting and evaluation needs in China. METHODS: To develop the list, we will combine the best methodological evidence available with real-world evidence, adopt a systematic and rigorous process and absorb multidisciplinary expertise. Specific steps include: (1) establishment of working groups; (2) generations of the initial list (review of already published lists, semi-structured interviews, calculations of hospitalization rate); (3) optimization of the list (evidence evaluation, Delphi consensus survey); and (4) approval of a final version of China's ACSCs list. Within each step of the process, we will calculate frequencies and proportions, use descriptive analysis to summarize and draw conclusions, discuss the results, draft a report, and refine the list. DISCUSSION: Once completed, China's list of ACSCs can be used to comprehensively evaluate the current situation and performance of health services, identify flaws and deficiencies embedded in the healthcare system to provide evidence-based implications to inform decision-makings towards the optimization of China's healthcare system. The experiences might be broadly applicable and serve the purpose of being a prime example for nations with similar conditions.


Subject(s)
Ambulatory Care Sensitive Conditions , Hospitalization , Humans , China
4.
Cost Eff Resour Alloc ; 22(1): 15, 2024 Feb 19.
Article in English | MEDLINE | ID: mdl-38373969

ABSTRACT

OBJECTIVES: The population of older adults continues to grow in Iran, with pharmaceutical costs as a leading driver of household health-related costs. The present study was conducted to estimate the out-of-pocket pharmaceutical expenditure and its socioeconomic predictors among households with the elderly in Iran. METHOD: This study is a secondary analysis using 2019 national household expenditure and income survey data in Iran. The sample size was 9381 households with at least one member older than 65. The double-hurdle model in STATA 16 was used to examine the association between independent variables and households' out-of-pocket pharmaceutical expenditures. RESULTS: The mean out-of-pocket pharmaceutical expenditures for each household with elderly member was $8065 per year. There was a positive association between the (female) gender of the household head, urban residence, employment status, insurance expenditure and a higher level of education of the head of the household with the out-of-pocket pharmaceutical expenditures (P < 0.05). The income of elderly households did not affect these expenditures (P > 0.05). CONCLUSIONS: This study showed that the socioeconomic characteristics of elderly families not only influenced their decision to enter the medicine market, but also the rate of medicine purchase. It is helpful to manage and control the pharmaceutical costs among the elderly.

6.
Cost Eff Resour Alloc ; 21(1): 97, 2023 Dec 19.
Article in English | MEDLINE | ID: mdl-38115117

ABSTRACT

BACKGROUND: In China, the healthcare financing structure involves multiple parties, including the government, society and individuals. Medicare Fund is an important way for the Government and society to reduce the burden of individual medical costs. However, with the aging of the population, the demand of Medicare Fund is increasing. Therefore, it is necessary to explore the sustainability of the healthcare financing structure in the context of population ageing. OBJECTIVE: The purpose of this paper is to organize the characteristics of population ageing as well as healthcare financing in China. On this basis, it analyzes the impact mechanism of population ageing on healthcare financing and the sustainability of existing healthcare financing. METHODS: This paper mainly adopts the method of literature research and inductive summarization. Extracting data from Health Statistics Yearbook of China and Labor and Social Security Statistics Yearbook of China. Collected about 60 pieces of relevant literature at home and abroad. RESULTS: China has already entered a deeply ageing society. Unlike developed countries in the world, China's population ageing has distinctive feature of ageing before being rich. A healthcare financing scheme established by China, composing of the government, society, and individuals, is reasonable. However, under the pressure of population ageing, China's current healthcare financing scheme will face enormous challenges. Scholars are generally pessimistic about the sustainability of China's healthcare financing scheme. CONCLUSIONS: Population ageing will increase the expenditure and reduce the income of the Medicare Fund. This will further affect the sustainability of the healthcare financing structure. As a consequence, the state should pay particular attention to this issue and take action to ensure that the Fund continues to operate steadily.

7.
Afr J Reprod Health ; 27(10): 65-80, 2023 10 31.
Article in English | MEDLINE | ID: mdl-37915165

ABSTRACT

This study examined the effect of various dimensions of women's empowerment on childcare use in Nigeria, utilizing information from five rounds of the National Demographic and Health Surveys. The analysis made use of both binary and multinomial logistic regression. The findings show that women who share household choices with their spouses were more likely to undertake postnatal care for their babies in either private or public hospitals compared to self-medication/others/traditional. Also, women who owned houses and those who participate in economic activities are significantly more inclined to use postnatal services for babies in health facilities. By implication, women empowerment is a significant factor to consider in improving childcare services in Nigeria. This suggests that in order to improve the health of children, women's inputs in household decision-making should be accommodated, while efforts should be made to enhance household socioeconomic position, and support mothers to have formal education. The findings also suggest that promoting women's empowerment can play a crucial role in increasing the demand for formal childcare services.


Cette étude a examiné l'effet de diverses dimensions de l'autonomisation des femmes sur le recours aux services de garde d'enfants au Nigéria, en utilisant les informations provenant de cinq séries d'enquêtes nationales sur la démographie et la santé. L'analyse a fait appel à la régression logistique binaire et multinomiale. Les résultats montrent que les femmes qui partagent les choix de ménage avec leur conjoint étaient plus susceptibles d'entreprendre des soins postnatals pour leur bébé dans des hôpitaux privés ou publics que par l'automédication/autres/traditionnels. En outre, les femmes qui possèdent une maison et celles qui participent à des activités économiques sont beaucoup plus enclines à recourir aux services postnatals pour les bébés dans les établissements de santé. Par conséquent, l'autonomisation des femmes est un facteur important à prendre en compte dans l'amélioration des services de garde d'enfants au Nigeria. Cela suggère que pour améliorer la santé des enfants, la contribution des femmes à la prise de décision au sein du ménage doit être prise en compte, tandis que des efforts doivent être déployés pour améliorer la position socioéconomique du ménage et aider les mères à suivre une éducation formelle. Les résultats suggèrent également que la promotion de l'autonomisation des femmes peut jouer un rôle crucial dans l'augmentation de la demande de services formels de garde d'enfants.


Subject(s)
Child Care , Empowerment , Child , Female , Humans , Nigeria , Family Characteristics , Mothers , Decision Making , Health Surveys
8.
Cureus ; 15(10): e47264, 2023 Oct.
Article in English | MEDLINE | ID: mdl-38021906

ABSTRACT

Purpose Transparency in healthcare has led to increased public disclosure of doctors' conflicts of interest, with the "Yen for Docs Database" in Japan emerging as a pivotal source. Nevertheless, there remains ambiguity regarding the backgrounds and influence of highly-searched persons, especially during the COVID-19 pandemic. The primary objective of this study was to examine if the database was utilized for its intended purpose in 2021, a year marked by the introduction of vaccines and treatments, the addition of new COVID-19-related data, and the frequent appearances of expert statements in various media outlets. Methods We conducted a descriptive analysis on the 10 most frequently searched individuals in the "Yen for Docs Database" between August 27 and September 23, 2021, and determined the amount of money they received from pharmaceutical companies and other organizations over the four-year period between 2016 and 2019. To characterize frequently searched individuals' academic profiles and appearances in the mass media, we identified their h-index and affiliation, their activity on Twitter, and the number of TV appearances. Results There were 72,904 searches during the study period, with the top person accounting for 4,905 of those searches. All top 10 were male, mostly affiliated with universities and specialists in infectious diseases or related fields. Their median number of COVID-19 articles was five, and the median h-index was 34. Four of these top 10 had Twitter accounts, with followers ranging from 12,000 to 195,000. The median amount received from pharmaceutical entities over four years was $154,930, ranging from $809 to $705,502. Conclusions In the Yen for Docs Database, a significant portion of searches during the COVID-19 pandemic was concentrated on a selected group of healthcare professionals with considerable payments over the years, and they exhibited prominent academic and media profiles. These observations highlight the need for more transparent conflicts of interest disclosure among physicians with public visibility.

10.
Health Res Policy Syst ; 21(1): 94, 2023 Sep 11.
Article in English | MEDLINE | ID: mdl-37697351

ABSTRACT

INTRODUCTION: Iran is host to one of the world's largest and longest-standing refugee populations. Although Iran has initiated a basic health insurance scheme for refugees throughout the country since September 2015, the population coverage of this scheme is very low, and various factors have caused a significant percentage of refugees to still lack insurance coverage and often face financial hardships when receiving health services. In response, this study aimed to understand barriers to insurance coverage among refugees in Iran and propose effective policies that can address persistent gaps in financial protection. METHODS: This qualitative study was conducted in two phases. First, a review of policy documents and interviews with participants were conducted to investigate the common barriers and facilitators of effective insurance coverage for refugees in Iran. Then, a systems thinking approach was applied to visualize the common variables and interactions on the path to achieving financial protection for refugees. RESULTS: Findings showed that various factors, such as (1) household-based premium for refugees, (2) considering a waiting time to be eligible for insurance benefits, (3) determining high premiums for non-vulnerable groups and (4) a deep difference between the health services tariffs of the public and private service delivery sectors in Iran, have caused the coverage of health insurance for non-vulnerable refugees to be challenging. Furthermore, some policy solutions were found to improve the health insurance coverage of refugees in Iran. These included removing household size from premium calculations, lowering current premium rates and getting monthly premiums from non-vulnerable refugees. CONCLUSIONS: A number of factors have caused health insurance coverage to be inaccessible for refugees, especially non-vulnerable refugees in Iran. Therefore, it is necessary to adopt effective policies to improve the health financing for the refugee with the aim of ensuring financial protection, taking into account the different actors and the interactions between them.


Subject(s)
Concept Formation , Refugees , Humans , Iran , Policy , Systems Analysis
11.
Cost Eff Resour Alloc ; 21(1): 59, 2023 Aug 30.
Article in English | MEDLINE | ID: mdl-37649062

ABSTRACT

Chinese health system remains the crucial one for understanding the wider healthcare landscape across the Global South and in particular the leading Emerging Markets. Purpose of our observation was to understand the inner dynamics of mainland Chinese health reforms adopting a lengthy time horizon. We have analysed the public reports and seminal evidence on Chinese of multiple waves of national health reforms taking place since 1980s in terms of medical care and pharmaceuticals provision and financing. Chinese international trade with ASEAN nations and wider South-East Asia is accelerating its growth after the recovery of trade routes. In terms of health sector this means that global demand and supply of medical goods, services and pharmaceuticals remains largely driven by Chinese domestic developments. Furthermore, Chinese domestic manufacturing and sales of decent quality medical devices and services have grown exponentially. Some temporary pitfalls and increasing in rural-urban inequalities in equity of access and affordability of medical care and pharmaceuticals did take place. Despite these difficulties to generate a balanced development strategy for the largest global market, this is a clear path upwards. Further upcoming improvements expanding health insurance coverage are in strong demand for certain layers of the society. Domestic bottleneck weaknesses yet remain manufacturing, import and market penetration of cutting-edge pharmaceuticals such as monoclonal antibodies and targeted oncology agents. Yet some of these obstacles are likely to be overcome in foreseeable future with the adoption of responsible strategies by governmental agencies in health care arena.

12.
Global Health ; 19(1): 49, 2023 07 11.
Article in English | MEDLINE | ID: mdl-37434257

ABSTRACT

BACKGROUND: Accelerated globalization especially in the late 1980s has provided opportunities for economic progress in the world of emerging economies. The BRICS nations' economies are distinguishable from other emerging economies due to their rate of expansion and sheer size. As a result of their economic prosperity, health spending in the BRICS countries has been increasing. However, health security is still a distant dream in these countries due to low public health spending, lack of pre-paid health coverage, and heavy out-of-pocket spending. There is a need for changing the health expenditure composition to address the challenge of regressive health spending and ensure equitable access to comprehensive healthcare services. OBJECTIVE: Present study examined the health expenditure trend among the BRICS from 2000 to 2019 and made predictions with an emphasis on public, pre-paid, and out-of-pocket expenditures for 2035. METHODS: Health expenditure data for 2000-2019 were taken from the OECD iLibrary database. The exponential smoothing model in R software (ets ()) was used for forecasting. RESULTS: Except for India and Brazil, all of the BRICS countries show a long-term increase in per capita PPP health expenditure. Only India's health expenditure is expected to decrease as a share of GDP after the completion of the SDG years. China accounts for the steepest rise in per capita expenditure until 2035, while Russia is expected to achieve the highest absolute values. CONCLUSION: The BRICS countries have the potential to be important leaders in a variety of social policies such as health. Each BRICS country has set a national pledge to the right to health and is working on health system reforms to achieve universal health coverage (UHC). The estimations of future health expenditures by these emerging market powers should help policymakers decide how to allocate resources to achieve this goal.


Subject(s)
Health Expenditures , Humans , Brazil , China , Databases, Factual , India
13.
Cost Eff Resour Alloc ; 21(1): 39, 2023 Jun 21.
Article in English | MEDLINE | ID: mdl-37344814

ABSTRACT

BACKGROUND: Cardiovascular diseases, such as stroke and ischemic heart disease attributable to hypertension, are major causes of premature death in Japan and worldwide. Nevertheless, a low rate of blood pressure control among hypertensive patients has been observed in most countries. No previous studies have explored the effectiveness of physician visits among hypertensive patients in Japan. METHODS: To quantify the effects of persistence in physician visits among hypertensive patients, we evaluated the causal effect of physician visits on the health of hypertensive patients. We used 16 waves of nationally representative longitudinal data drawn from the Longitudinal Survey of Middle-aged and Elderly Persons in Japan (2005-2020). To examine the causal effect of physician visits on patients' health outcomes, we used inverse probability treatment weights and doubly robust estimation and obtained the estimates of the average treatment effects on the treated (ATETs). RESULTS: Covariates were well balanced among patients who had physician visits during the past two consecutive years (N = 67,210; 64.9% among hypertensive patients). The estimated ATETs suggest that three consecutive years of physician visits had a negative impact on poor subjective health. Furthermore, patients without habitual exercise tended to not continue physician visits and perceived poor subjective health. CONCLUSIONS: Although the impact of frequent physician visits on blood pressure stability remains uncertain, regular appointments every 30 days can be effective for individuals with hypertension, particularly if they receive continuous instruction from their family physician. Because it is important for physicians to strengthen hypertensive patients' blood pressure control, promoting consecutive physician visits to hypertensive patients with diabetes, lower educational attainment, or smoking habits is needed.

14.
Risk Manag Healthc Policy ; 16: 1101-1117, 2023.
Article in English | MEDLINE | ID: mdl-37346248

ABSTRACT

Purpose: The purpose of this study lies in verifying the effectiveness of the health promotion project which the public health center at the local level conducted by systematically linking the health examination results from the Health Insurance Corporation. We intend to emphasize the importance of linking the health-related public data. Methods: A survey was conducted to measure the effect of improving health behavior using EQ-5D-5L and demographic variables. Results: As a result of the analysis, the residents (3.13) who had experienced the use of public health centers recognized more necessity for the service linked systematically with health checkup data than those (2.93) who had not. In addition, the residents who had experienced the use of public health centers responded that their chronic diseases had improved compared to a year ago (2.78→2.93). Next, those (3.04) who had experienced the services linked with health checkup data recognized that their chronic diseases and health conditions had been improved compared to those (2.81) who had not. However, in EQ-5D-5L, after using the service, mobility showed no difference between those who had used the service and those who had not. Furthermore, even in terms of self-management, daily life, etc., the management ability was further improved compared to those who had not used it, before using the service. Conclusion: This study showed the improved health level when the health promotion service of the public health center was provided by systematically linking the health checkup data of the Health Insurance Corporation in Korea. In order to increase the effectiveness of health data-linked projects, it is necessary to prepare guidelines for linking the public health data and to expand the data-linked project. It will be needed to further subdivide the health checkup results to provide customized services, and to secure dedicated personnel to reinforce the system link.

15.
Risk Manag Healthc Policy ; 16: 1131-1143, 2023.
Article in English | MEDLINE | ID: mdl-37384257

ABSTRACT

Purpose: The present study assessed the awareness of the public about Biju Swasthya Kalyan Yojana (BSKY), which is a flagship public-funded health insurance scheme of the Government of Odisha. The study also identified its determinants and examined utilisation of the scheme among households in Khordha district of Odisha. Materials and Methods: Primary data were collected from randomly chosen 150 households using a pretested structured questionnaire from Balipatana block of Khordha district, Odisha. Descriptive statistics and binomial logistic regression were used to substantiate the objectives. Results: The study found that even though 56.70% of the sample households had heard about BSKY, procedure-specific awareness was low. State government organised BSKY health insurance camp was found to be a major source of knowledge among the sample. The regression model had an R2 of 0.414. The Chi2 value showed that the model with predictor variables was a good fit. Caste, gender, economic category, health insurance, and awareness about insurance were significant determinants of BSKY awareness. A majority (79.30%) of the sample had the scheme card with them. However, only 12.60% of the cardholders used the card and only 10.67% received benefits. Mean out-of-pocket expenditure (OOPE) faced by the beneficiaries is Rs. 15743.59. Among the beneficiaries, 53.80% financed the OOPE from their savings, 38.50% by borrowing, and 7.70% financed the OOPE by both means. Conclusion: The study found that even though majority of people had heard about BSKY, they were not aware of its nature, features, and operational procedures. The trend of low benefit received and higher OOPE among the scheme beneficiaries hampers the economic health of the poor. Finally, the study highlighted the need to increase the magnitude of scheme coverage and administrative efficiency.

16.
J Med Econ ; 26(1): 781-792, 2023.
Article in English | MEDLINE | ID: mdl-37300440

ABSTRACT

AIMS: Strategies focus on securing the competitiveness of medical device corporations by strengthening their organizational capabilities, which, in turn, ensure their continuous development. This study aims to investigate both management strategies and organizational culture, which may affect the performance of these companies, and analyzes the influence of education and training investment. MATERIALS AND METHODS: We used data from the 3rd to 6th Human Capital Corporate Panel surveys by the Korea Research Institute for Vocational Education and Training as well as data from the Korea Information Service and 6,112 workers and 260 companies were analyzed. For the analysis, management strategy and organizational culture were set as independent variables, and corporation performance was set as the dependent variable. Additionally, investment in education and training was set as a control variable between the independent and dependent variables. Corporate performance was analyzed by dividing into organizational satisfaction and organizational commitment. RESULTS: Differentiation strategy and innovative culture had a positive (+) effect on organizational satisfaction, while cost leadership strategy and hierarchical culture had a negative (-) effect. On the other hand, in the case of interaction with education and training investment, cost leadership strategy and hierarchical culture had a positive (+) effect, while differentiation strategy and innovation culture had a negative (-) effect. In organizational commitment, innovation culture had a positive (+) effect, and hierarchical culture had a negative (-) effect. In the case of interaction with investment in education and training, only the hierarchical culture had a positive (+) effect. CONCLUSIONS: The innovation culture positively influenced the performance of medical device companies. Furthermore, cost leadership strategy, hierarchical culture, education and training investment improved the corporate performance of these companies. To enhance corporate performance, these companies should create an innovation culture and invest in education and training in accordance with the organizational culture.


COVID-19 has proven the excellence of Korea's medical devices, and the medical device industry is expected to continue to grow due to the increase in chronic disease and non-face-to-face treatment. However, the current medical device industry is monopolized by global companies with capital and technological prowess. To overcome this, Korean medical device companies are developing innovative medical devices centered on start-ups, but now is the time to strategically respond to them in order to compete with global companies. In general, companies establish management strategies for survival and growth by analyzing threats and opportunities based on the market environment to maintain the optimal organization according to market competition, government policies, and changes in consumer needs. Strategies are often established based on the culture of the organizations that make up the company. When it comes to strategy establishment, the medical device industry has special characteristics compared to other industries. The medical device industry is based on advanced technology and puts patient safety first, requiring continuous product upgrades. Therefore, it is an essential industry for employees to invest in education and training. The analysis shows the effectiveness of investment in education and training according to the management strategy and organizational culture of medical device companies. It was confirmed that when medical device companies create an Innovation culture, their performance improves. It also shows that when medical device companies adopt a cost leadership strategy, they need to increase their investment in education and training to improve corporate performance.


Subject(s)
Equipment and Supplies , Organizational Culture
19.
Healthcare (Basel) ; 11(10)2023 May 22.
Article in English | MEDLINE | ID: mdl-37239793

ABSTRACT

This study's relevance lies in the need to assess the role of socioeconomic, medical, and demographic factors on working-age population mortality in Russia. The purpose of this study is to substantiate the methodological tools for the assessment of the partial contribution of the most important factors that determine the dynamics of the mortality of the working-age population. Our hypothesis is that the factors determining the socioeconomic situation in the country affect the level and dynamics of mortality of the working-age population, but to a different extent in each separate period. To analyse the impact of the factors, we used official Rosstat data for the period from 2005 to 2021. We used the data that reflect the dynamics of socioeconomic and demographic indicators, including the dynamics of mortality of the working-age population in Russia as a whole and in its 85 regions. First, we selected 52 indicators of socioeconomic development and then grouped them into four factor blocks (working conditions, health care, life security, living standards). To reduce the level of statistical noise, we carried out a correlation analysis, which allowed us to narrow down the list to 15 key indicators with the strongest association with the mortality rate of the working-age population. The total period of 2005-2021 was divided into five segments of 3-4 years each, characterising the picture of the socioeconomic state of the country during the period under consideration. The socioeconomic approach used in the study made it possible to assess the extent to which the mortality rate was influenced by the indicators adopted for analysis. The results of this study show that over the whole period, life security (48%) and working conditions (29%) contributed most to the level and dynamics of mortality in the working-age population, while factors determining living standards and the state of the healthcare system accounted for much smaller shares (14% and 9%, respectively). The methodological apparatus of this study is based on the application of methods of machine learning and intelligent data analysis, which allowed us to identify the main factors and their share in the total influence on the mortality rate of the working-age population. The results of this study show the need to monitor the impact of socioeconomic factors on the dynamics and mortality rate of the working-age population in order to improve the effectiveness of social programme. When developing and adjusting government programmes to reduce mortality in the working-age population, the degree of influence of these factors should be taken into account.

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