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Search for phrase: "medical datasets"
Jerzy Janecki
The work described here has sought to investigate differences between the statistical features of large (annual) datasets of laboratory results from 23 regions of Poland. Collections of results for total protein, haemoglobin, cholesterol and glucose levels were analyzed. An original computer method called JEG, devised at the Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences was used. Differences in mean values ranged from –2.81 to 2.01 standard deviations from the mean value for all results. The dependence of results on the sex and age classes differed greatly in the two extreme regions. In the comprehensive valuation of regions, the north-west region stood out in a positive sense, while the Wielkopolska region fared surprisingly poorly, and Upper Silesia and the north-east were also far from ideal. This situation in the Malopolska region looked extremely serious. The usefulness of the method was demonstrated by the research carried out, so it would seem advisable for the investigation to be continued with, in order that the picture for the country as a whole might be made complete.
Tetiana Dmytrivna Chubina, Yanina Anatoliivna Fedorenko, Oksana Oleksiivna Spirkin

The accident at the Chornobyl Nuclear Power Plant was one of the largest in human history. It is often referred to as a global event because its effects were felt not only by Ukrainians but also by the populations of Belarus, Russia, Central Europe, the Balkans and the Scandinavian Peninsula. 2022 marked the 36th anniversary of this terrible occurrence, when the history of Ukraine in the late twentieth century was divided into two parts: before the tragedy of 26 April 1986, and after it.
Today, it is important for Ukrainian society not only to recognise the significance of the catastrophe and remember its victims but also to find ways to overcome its grave consequences. This requires comprehensive research useful for developing new approaches to minimising the environmental and socio-demographic problems caused by the Chornobyl tragedy. Thus, this research has practical scientific, humanitarian and socio-political significance. The novelty of the obtained results lies in the study’s critical rethinking of the achievements of predecessors and its analysis of historical sources concerning the environmental and socio-demographic consequences of the accident at the Chornobyl Nuclear Power Plant as they manifested from 1986 to 2022.
The methodological basis of the work is empirical cognition. The use of logical-analytical methods of grouping and typology allows us to classify homogeneous events and coherently present the material of the article. The study additionally uses comparative judgment, historical-statistical and problem-chronological methods. The principles of objectivity and impartiality also play an important role in the work.
The purpose of the study is to investigate the consequences of the Chornobyl Nuclear Power Plant accident on the environmental and socio-demographic aspects of the population of Ukraine from 1986 to 2022 based on the identified set of sources. From a historical perspective, the level of pollution in the territories of Ukraine is traced, the demographic situation is monitored, and parallels are drawn between the Chornobyl disaster and the increase in incurable diseases and mortality.
In conclusion, the authors note that although 36 years have passed, the echo of this catastrophe remains tangible for the population of Ukraine. Several issues still must be solved. The first is the return to life, namely, the safe living and management of areas that have been exposed to radiation contamination, as well as the continuation of work aimed at restoring agricultural soils. Second, purposeful work must be conducted by the state to minimise social and demographic problems resulting from the Chornobyl catastrophe. In our opinion, the government should increase expenditures aimed at providing quality medical services to the population of Ukraine, as well as conduct constant monitoring of the health of those people who are at high risk in order to better detect diseases in their early stages.
These groups of people include liquidators of the consequences of the accident and migrants. Such measures can stabilise the demographic situation by increasing birth rates and reducing mortality, as well as improve the health and living standards of the population of Ukraine.

Olha Skyba, Yurii Liannoi, Yuliia Tonkopei, Olha Lianna

The authors have determined that the healthcare system is on the verge of collapse, as it is unable to meet the population’s growing needs for medical care. An analysis of demographic situation and health indices of the adult population in the north-eastern region of Ukraine (based on the example of the Sumy region) was carried out. The study confirms the number of deaths caused by COVID-19, the growth of new cases of coronavirus, and the excessive burden on primary care physicians and infectious disease specialists. It has been determined that the negative state of the domestic healthcare system is due to the shortcomings of public administration and organisation of this system in terms of COVID-19. One of the most important priorities of public policy should be to preserve and strengthen the health of the population, the development of intersectoral cooperation on the principle of ‘healthcare – in all state policies’, and the priority of the nation itself, i.e. the formation of healthy behaviour.

Katarzyna Wojnar
The purpose of this paper is to perform a cross-sectional ex-post evaluation of the impact of interventions carried out in the framework of EU Cohesion Policy on social cohesion of Polish cities. Social cohesion has been understood as the ability of modern society to ensure long-term prosperity for all its members, including the provision of equal access to resources, respect for human dignity and diversity, personal and collective autonomy and responsible participation. The study shows a concentration of resources in large system projects, and the greatest progress is seen in the case of education, labour market access for women and availability of medical services. A relatively slower improvement can be observed in programmes concerning social exclusion, supporting disabled people, and culture.