Comparative Analysis Method Research Articles

Case system in learning Russian as a first and second foreign language

The task of creating innovative technologies for teaching Russian as a native, as a non-native and as a foreign language, taking into account the age of students, their cognitive abilities and features of the first language, is relevant. The solution of this problem requires a fundamental psycholinguistic study of the processes accompanying the formation of the language mechanisms of children and adults. The aim of this research is to specify the ideas about mastering the category of Russian case in various conditions of language acquisition. The method of comparative analysis of the processes of mastering Russian case in monolingualism, simultaneous child bilingualism, studying Russian as a foreign language and Russian language acquisition by a foreign-speaking child in the process of communication, was used. The material was collected during longitudinal observation of the speech of primary school students from St. Petersburg, who were native speakers of Turkic and Caucasian languages. The classification of errors in selecting and constructing case forms is proposed. The ways of access to the mental lexicon and the mechanisms of procedural grammar rules formation are described. The conclusion is that there is the imbalance between the cognitive and communicative development of a foreign child and the level of language proficiency, which leads to a detailed, but grammatically unformed statement, characteristic of a successive natural bilingual. When Russian-speaking child resorts to retrieving ready-made frameworks of prepositional case constructions from memory, the foreign child independently constructs them in speech, preferring to use basic and reduced forms. In the future, it is necessary to develop a unified toolkit for studying grammar mechanisms formation and to increase the empirical base of the study. The information about speech ontogenesis obtained as a result of the study must be taken into account for developing scientifically based methods of teaching Russian as a non-native language and as a foreign language.

AN INTIMATE DIALOGUE WITH GOD IN JOHN DONNE’S “HOLY SONNETS”: PETRARCHAN CONTEXT

The purpose of the paper is to study the images of the platonic and courtly in the protagonist’s personal relations with God in J. Donne’s “Holy Sonnets” in the context of the connection with the Petrarchan tradition. In order to accomplish this, a complex approach including elements of biographical, genealogical, typological, hermeneutic, comparative, and structural-semiotic methods of literary analysis has been used. The views of literary critics on the sources of the “Holy Sonnets” (Christian meditative practices, Bible books, traditions of English religious lyrics) have been reviewed, their connection with the Petrarchan poetic tradition has been pointed out and, in this context, one of the possible interpretations of J. Donne’s sonnet sequence has been proposed. It has been shown that three poems of the sequence – XIV, XVII and XIX – are especially important and conceptual for understanding the evolution of the protagonist’s relations with God in the “Holy Sonnets”. In the first of them, feeling his own weakness and impossibility to overcome the devil, J. Donne’s persona begs the Lord to win back his heart from the enemy, using a broad palette of military metaphors typical to the Petrarchan lyrics. However, the Lord, who in sonnets I – XIII is depicted in a Petrarchan manner as distant and completely deaf to the protagonist’s pleas, remains indifferent. In sonnet XVII, which looks similar to the lyrical texts of the “Canzoniere” dedicated to Laura’s death, a notable change in the relationship between the characters takes place. As in the Italian humanist’s poems, the life path of J. Donne’s persona finally turns to heaven after the death of his beloved, and he begins to feel that the loss of earthly love is compensated by the gaining of the Divine one. However, his further relations with God, once again, seem to be built according to the Petrarchan model, most fully described in the last text of the sequence. The sonnet XIX demonstrates all the complexity of the relationship between a human being and the Lord. J. Donne’s persona is constantly dominated by conflicting feelings and emotions, which generally correlates with Petrarchan understanding of the ambivalence of love, best shown by F. Petrarch in the sonnets CXXXII and CXXXIV. Moreover, the poetic vocabulary used by J. Donne in this poem indicates the specific character of his persona’s relations with God, which are supposed to have signs of courtly love, courtly bowing-service. It has been summed up that the protagonist’s relations with the Lord in the “Holy Sonnets” might be interpreted as generally built on the same principles that are immanent in the concept of love in the poetry of Petrarchism. The persona of the English poet, as well as the traditional hero of Petrarchan texts, also suffers from unrequited feelings, longs for reciprocity with all his heart, and, in addition, speaks in the specific metaphorical language. Even if the linguistic practice utilized by the author cannot be considered exclusively Petrarchan, since a similar rhetorical code, in which the experience of spiritual communication with the Lord was described with the help of erotic images, was widely used by the Christian mystics, the sonnet poetic structure is canonical for Petrarchan lyrical discourse and require following the established rules not only in terms of form, but also in terms of content.

Disciplinary society as a prerequisite for the formation of organizational culture

Aim. To identify the correlation of the narratives “organizational culture” and “organizational behavior” with the metanarratives “economism” and “disciplinary society” as belonging to a single civilizational space.Objectives. To trace the historical conditionality of the emergence of the concepts of “organizational culture” and “organizational behavior” as concepts and norms of disciplinary society; on the basis of these concepts to convey the desire to develop optimal technologies of social engineering to rationalize work.Methods. The author applied general scientific methods of textual and comparative analysis, synthesis, as well as basic principles of historical and philosophical method of research.Results. The unity of value and semantic assumptions between the concepts of “organizational behavior” and “disciplinary society” is shown. The most important tools of influence and control of disciplinary society, in particular panopticism, are also used to form organizational culture. Individual self-control — “technique-self” — is generated by people due to their realization of total control over themselves. A person controls himself if he wants to be a unit of society or labor collective. This is the basis for such forms of social engineering as “organizational culture” and “organizational behavior”.Conclusions. The idea of a disciplinary society is that the outcome of human socialization would be the controllability of man over the socio-political institutions of domination. Man's controllability of power becomes a condition of his usefulness, including economic. However, the task of organizational culture is to find ways in which a person, being disciplined within the framework acceptable to society, retains the desire for creativity, which is necessary for society and its institutions as a condition for development.

The Educational Environment of the University as a Factor in Optimizing Foreign Language Teaching

Introduction. The article is devoted to the problem of organizing the educational environment of a university, taking into account the factors that influence the success of mastering a foreign language course. The purpose of the study is to identify and substantiate the influence of educational environment factors, the combination of which contributes to the successful acquisition of a foreign language course at a university. Methodology. The methodological basis of the research is the methods of historical and comparative analysis of existing publications on the methodology, pedagogy and psychology of teaching foreign languages, as well as a comparative interpretation of their individual provisions. Results. The elements of the educational environment of the university are highlighted, which not only contribute to improving the academic performance of students, but also have a direct impact on the success of mastering a foreign language course, as well as the formation of personal qualities of students. Conclusions. The educational environment of the university is a complex, organized structure, the combination of elements of which has a positive impact on the success of the educational process in general and the process of learning a foreign language in particular.

DIFFERENTIATION OF WORD MEANINGS IN TRANSLATION (ON THE EXAMPLE OF RUSSIAN AND TURKISH LANGUAGES)

The relevance of the study of lexical transformations in the process of translation is associated with the need to ensure communication between the author and recipients in terms of recreating the lexical, structural and stylistic richness of the original in the translated text. Since today far from all the methods and mechanisms for eliminating language inaccuracies have been studied, this direction occupies an important role in the translation science branch of knowledge. The purpose of the study is to examine the role and functions of differentiation of meanings in the process of literary translation from Russian into Turkish by analysing the lexico-semantic means used in the context of literary works. This paper uses the methods of contextual, lexico-semantic, comparative, linguoculturological and analytical-synthetic analysis are used in the paper. This study is aimed at studying lexical transformations in the translated text, mechanisms for transferring the semantic subtleties of the source with minimization of lexical losses and combining techniques to obtain a translated text that is as accessible to the readership as possible. The work is focused on contextual and lexico-semantic analysis, search, and comparison of lexical variants and structural patterns in the original and translation. Attention was drawn to the mechanisms of differentiation and generalization of meanings, as well as the semantic unfolding of events. When analysing lexico-semantic and syntactic constructions, as well as phraseological phrases, the topic of national linguistic features and cultural specifics, which play an important role in the translation of literary texts, was touched upon. In the future, this work can be used in the field of translation studies, cultural linguistics, automatic text processing, the creation of lexicographic thesauri, and the study of semantic patterns and equivalents. The study examined the nuances of word usage in translations from Russian to Turkish, underscoring the inevitability of lexical transformations. Strategies primarily involved expanding, narrowing, and clarifying the source text’s semantics. Russian-Turkish translations also frequently employed semantic deployment and structural element transformations to elucidate intricate meanings. Stable, often phraseological turns were highlighted, emphasizing their non-equivalent nature. Such techniques reconstruct the original’s cultural essence and authorial style. While there exist discrepancies between the Russian and Turkish contexts, lexical transformations often simplify complex structures for clarity in Turkish. Idiomatic expressions in Turkish involve detailing meanings or unfolding specific events descriptively. The study demonstrated the interplay between the original and its translation, revealing strategies and issues within linguistics and translation studies.

Developing potential budget reform for Latvia: Shifting from conventional to contemporary budgeting

Modern changes in politics and economics around the world are occurring so rapidly and frequently that outdated budget planning principles no longer have time to respond to these challenges. That is why the development of ideas for modernizing the principles of budgeting in the Republic of Latvia is very relevant. The purpose of this paper is to develop recommendations for changes in approaches to state budgeting. In the course of the study, the methods of statistical analysis, synthesis, and structuring were used. Using the methods of retrospective and comparative analysis, the changes in the budget legislation of Latvia that have taken place over the three decades of restored independence were also studied. The study analysed the existing procedure for creating and approving the budget and confirmed the sufficient balance of different branches of government in this process. In addition, the study identified weaknesses in the current system of approving and executing the expenditure side of the budget, problems in the amendment procedure and difficulties in processing the necessary allocations during the year. Based on the current experience of other European countries, ideas were proposed to correct the identified problems and improve the budget system – both at the stage of formation and at the stage of control over the actual distribution of expenditures. In particular, potential reforms included the creation of documents based on medium-term timeframes, automation of the system of reallocation of funds during the financial year, and steps to improve communication between the government and civil society. The practical significance of the study lies in the creation of a potential reform programme that may be of interest to the Cabinet of Ministers of Latvia and the Budget Committee of the Saeima

Characteristics and translation of metaphorical language in traditional Chinese medicine texts

This article is devoted to the study of the characteristics of metaphorical language and its translation in the texts of traditional Chinese medicine. The research subject of this article is metaphorical language in TCM texts. The characteristics of the metaphorical language of TCM texts determine that translation should focus on cross-cultural communication and meaning interpretation. The purpose of the study is to investigate, learn how to accurately decipher metaphorical language and convey the connotation of these metaphorical expressions, so as to promote the effective dissemination of TCM culture in intercultural communication. And also - to reduce misunderstandings caused by cultural and linguistic differences, to improve the quality and accuracy of translations of TCM texts, to build a better linguistic bridge for TCM to the world. In terms of research methodology, this paper uses the method of literature study - extensive collection of relevant information and detailed interpretation of typical metaphorical expressions, as well as the method of comparative analysis - comparing the differences in the use of metaphorical language in different literatures. Scientific novelty is reflected in the in-depth interpretation and translation of TCM metaphors. Through an in-depth study of TCM theories and practices, the scientific principles underlying metaphors are revealed and presented to readers in a clearer and more accurate way. At the same time, innovative translation methods such as the method of literal translation with commentary, the free translation method, etc., allow readers to better understand the unique meaning of TCM metaphors. Through in-depth analysis, it is found that metaphorical language has important characteristics such as imagery, cultural relevance and polysemy, and is an important cognitive approach and tool in Chinese medicine and at the same time not only embodies a special description of physiological phenomena, but also a unique cognitive marker of alternative psychophysiological communication.

Фантастическое в фотопроектах Мартины Франк 1970–1990-х годов

The purpose of this study is to discover the elements of fantasy in Martine Franck’s documentary photographs, as well as to analyse the completeness, intentionality, and persuasiveness of the created images of illusory existence. The object of the study is the projects of Martine Franck created in the 1970s‐1990s. What contributed to Franck’s creative method was education in art history, the artistic phenomena of the first half of the 20th century, and collaboration with her husband, a prominent figure in documentary photography, co‐founder and ideologist of Magnum Photos, Henri Cartier‐Bresson. Franck’s thematic repertoire is extremely diverse, which provides a sufficient array of images to identify patterns withing the stated research topic using mainly the method of comparative analysis. No other studies on the search for the elements of fantasy in Franck’s work have been found. The examination of Franck’s photographs has allowed systematizing the elements of fantasy in her documentary photography projects and analysing the master’s figurative language and selected technical solutions.

Alaskan Russian: Cultural and Historical Trace of the Russian Expansion in North America

The article analyzes approaches to creating a chronology of Russia’s exploration of Alaska and the Aleutian Islands, highlights historical periods relevant for the main purpose of our research. The goal is to describe the Russian language as a dynamic and integral part of a unique culture formed in the Creole communities, uniting the paternal culture of Russian colonists and the maternal cultures of the indigenous population. This culture lies in the center of social interactions and makes its core. The issue is topical for the present study, since it contributes to our understanding of the phenomena of the interaction of cultures. The Russian period of Alaska is recognized by researchers, both domestic and international, as an important and special epoch in the life of the American state, an epoch which to a great extent determined its history. Alaskan Russian was an intermediary language for the people from the continent and the native speakers of indigenous languages. It was used in communication until the middle of the 20th century. At the moment, the Alaskan Russian language exists as a cultural artifact: to a certain extent, it is known by a few descendants of Creoles of very advanced age. The purpose of this study is to create a historical context of the formation of the Alaskan Russian language and to describe conditions for its uprise and preservation on the territory of Russian America. We show that the existence of permanent functional settlements in which Russian language was spoken – in the family, in the community, and for trade and professional contacts – determined consolidation of the Russian language, in a number of places in Alaska up to the middle of the XX century. The data presented in the article confirm that the Orthodox tradition and the Russian language that have survived to this day are the main features of Russia’s long-term cultural influence in Alaska. The study used both universal scientific methods and special methods of historical research determined by the specifics of the problem, namely: the problem-chronological method, the method of comparative analysis, the systematic method. Exploring the influence of language on social life, the author adheres to the methods of linguistic anthropology and historical anthropology

Research and analysis on fault diagnosis of multistage centrifugal pump for mining

Abstract The vibration data collected by the fault experiment are analyzed in the time domain and frequency domain respectively, and the conclusion shows that the frequency characteristics of some vibration data cannot be fully characterized due to noise interference. In order to solve the problem of noise interference, this paper uses the VMD algorithm based on the kurtosis peak to denoise the collected data, constructs wavelet time-frequency map samples through the wavelet transform method to provide input sources for the subsequent convolutional neural network, and uses the image samples for fault diagnosis and identification. [1] Through the convolutional neural network built to diagnose and identify the different states of the multistage centrifugal pump, it can be seen that the recognition accuracy, training time, and recognition time of a single sample of various image samples in the three cases of no noise reduction, noise reduction and a small number of samples can be found through the method of comparative analysis, and compared with the traditional SVM method, the superiority of the convolutional neural network using image recognition can be found.

Disinformation and "hate speech" in the online media of Kazakhstan (results of monitoring 2022)

The article examines the problem of using the "language of hostility" and disinformation in the media texts of the Kazakh media, as well as the problem of stuffing fake news during the political events of January 2022 in Kazakhstan. The goals of disinformation are determined and the effects on the mass audience are evaluated. During the tragic events at the beginning of the year, the Internet was turned off in the country, which led to an information vacuum. After the restoration of communication, a stream of fake materials of various formats (audio, video, images and messages on social networks) began, the purpose of which was to incite fears among the population. The platforms WhatsApp, YouTube, Telegram and VKontakte were investigated. Case analysis of texts was also used as part of the analysis. The materials were selected by random sampling. Various criteria were taken into account for the selection of publications, including attendance, the toxicity of comments, the number of articles and posts in online publications and social networks, as well as genres of materials and the presence of elements of hate speech. The purpose of this study is to comprehensively analyze the destructive consequences of disinformation recorded in the Kazakh and Russian media during the attempt to forcibly seize power in the Republic of Kazakhstan. The following methods were used: critical analysis of scientific literature, media monitoring, discourse analysis, and the method of comparative analysis. Case analysis of texts was also used. In 2022, Kazakhstan faced new geopolitical and information challenges: armed border conflicts, disinformation and "hate speech". All these risks have led to an even greater polarization of Kazakh society, socio-political tension and a decrease in the level of trust in the official media. The key factor in changing the situation may be increasing the information literacy of the population and its promotion through cooperation with civil society institutions, the implementation of universal media education programs. Given the volume of data and the amount of information processed, it is difficult to fit the whole situation and analyze how the discourse of "hate speech" and disinformation was built. The repeatedly disseminated unreliable and contradictory information significantly increased the tension of the network media field, contributing to a greater polarization of opinions about the extraordinary event and the aggression of participants in the information exchange.

Prospects for the Integration of China and the CSTO

Modern challenges, packages of European and American sanctions, and a special military operation in Ukraine have contributed to Russia’s reorientation to the East, not only in trade, economic and energy terms. The issue of military-political cooperation, in particular, between the countries of the Collective Security Treaty Organization and the People’s Republic of China has acquired particular relevance. The coherence of their actions both in the direction of “CSTO + 1” and “CSTO + Shanghai Cooperation Organization” contributed to the development of interaction, a new round in the development of the CSTO, although some of its participants declare the possibility of leaving the Treaty (Armenia). But there are also countries that are ready to take a more active part in its work (Syria, North Korea). At the same time, none of the CSTO countries sent their military contingents to support the Russian army in the Northern Military District.The Central Asian region occupies a special place in the system of relations between the CSTO and China: for example, the peacekeeping operation of the CSTO countries in Kazakhstan in January 2022 attracted the close attention of the Chinese authorities, which once again demonstrated their interest in regional stability. In the context of American pressure on China, its authorities have repeatedly spoken positively about jointly countering such challenges as terrorism, separatism and extremism (“three evils”).The purpose of this work is to assess the prospects for cooperation in the field of countering the “three evils”. To achieve this goal, the authors use the comparative analysis method and SWOT assessment. The authors come to the concluson that since the CSTO countries and China face similar challenges, there is a possibility of situational involvement of China in the military operations of the CSTO. Therefore, a broader consideration of the “linkage” between the CSTO and the SCO is required.

Wandering "paper" dominants: positions and functions of high-rise accents in the urban development projects of Pushchino, 1950–1980s

The subject of this study are the architectural and urban planning projects of the scientific town of Pushchino of the USSR Academy of Sciences, developed in the second half of the 20th century. It focuses on high-rise accents planned in the master plans from the 1950s to the 1980s, which, though never realized, played a crucial organizing role in the city's developmental compositions over the years. These "paper" projects significantly influenced the actual architectural ensemble of the city. Specific changes in the creative concepts are correlated with personnel shifts within the team that developed the projects for Pushchino. The dynamics and direction of architectural searches are considered within the broad context of the history of Soviet architecture and are compared with global processes and the positions of architectural theorists and philosophers. The research employs a formal and comparative analysis method, structured historically to segment the creative process into periods that reflect both the subject of the research and the broader historical and architectural context of the era. The scientific novelty of the research lies in the comprehensive analysis of numerous urban planning and architectural projects, gathered through extensive research in state and personal archives. This allowed for the first time to consider the work of architects on the planning projects of Pushchino as a dynamic process, revealing changes that occurred at each of its stages. Through the analysis of the development of “paper” dominants, wandering from project to project, changes in the global urban planning concepts of the city were traced. Consequently, the article provides insights into the development of urban planning in Pushchino, viewed through the lens of high-rise accents. It also paves the way for further research into other aspects of the process, contributing to a more comprehensive and profound understanding of urban architectural development.

The Influence of Shakarim Kudaiberdiev’s Work on the Economic, Cultural, and Spiritual Development of Kazakhstan in the Late 19th Century and Early 20th Century

The significance and relevance of the issues are predetermined by the fact, that, by the time of Shakarim Kudaiberdiev’s activity, the political and social situation of Kazakhstan in the early 20th century was on the verge of collapse. The main factor that influenced this situation was the policy of spreading illiteracy, people alienated from religion language, and writing. From the late 19th and early 20th centuries, Kazakhstan suffered from the colonial policies of the Russian Empire. Currently Kudaiberdiev writes a work “Catechism of Muslims”. The main purpose of the study is to analyze the consequences of the creative work on the economic and spiritual and cultural development of Kazakhstan. During the analysis, several scientific sources and materials were analyzed, and the following scientific methods were used: structural-functional and dialectical methods, the method of synthesis, logical and comparative analysis, and the method of generalization. During the research, it was proved that in the works of Shakarim Kudaiberdiev the calls to fight against the policy of tsarist Russia and to revive their language, customs, religion, and history were present. The main result of this research is proof that the works of Shakarim Kudaiberdiev had a tremendous impact on the social status, culture, religion, and language of the Kazakh people. His works acted in opposition to Russian policy and encouraged people who were tired of colonial oppression. The research on this issue is actively developed, therefore this work is of practical value for the definition of the role of Shakarim’s creativity during the economic, cultural, social, and political development of Kazakhstan at the end of 19 – the beginning of 20 century.

A comparative analysis of the usage of Greek and Russian proverbs in everyday communication

The purpose of the research is to determine the linguistic status of proverbs and sayings in everyday speech of Greek and Russian native speakers. The results highlighted that both Greek and Russian speakers are well acquainted with a large number of proverbs and sayings (more than 50), but rarely use them in everyday life. Everyday paremiology is passed down from generation to generation and plays a key role in preserving cultural heritage and shaping the spiritual and moral image of society. The research also underlines the purpose behind the usage proverbs and sayings in everyday communication. It was concluded that most Greek speakers use proverbs and sayings to make information more understandable and convincing. At the same time, most Russian speakers use proverbs and sayings to express irony and relieve tension in communication. Thus, the purposes of using proverbs and sayings in everyday speech among these two nations are different. To conduct the study, the methods of sociological survey and comparative analysis were used. The scientific novelty of the research lies in the fact that the frequency of use of proverbs and sayings was determined, which reflects the characteristics of the speakers’ national identity. The practical results the research help to better understand the cultural characteristics of Greek and Russian native speakers, which helps improve the quality of intercultural communication. The above pilot data helped us to recognize the fact that the understanding and interpretation of proverbs indicate the way metaphor is used in everyday communication. Proverbs and sayings exemplify how humans use language to convey complex ideas and values through metaphorical structures. They help not only to communicate, but also to understand the world through the prism of culture and language, which is an important aspect of human thinking and cognitive abilities.

Studying the Outcomes in Patients with Tricuspid Regurgitation Treated with Valve Repair or Valve Replacement: Interpreting the Survival Pattern on The Long Term by Application of Artificial Intelligence Methods.

The reconstruction of individual patient data from published Kaplan-Meier survival curves is a new technique (often denoted as the IPDfromKM method) for studying efficacy in cases where multiple trials are available, and the endpoint is long-term mortality. In patients with tricuspid regurgitation, both valve repair and valve replacement have been proposed to improve prognosis; 6 controlled clinical trials (CTs) have been conducted to compare the two therapeutic options mentioned above. The objective of our analysis was to study these six trials through the application of the IPDfromKM method. In the present report, we applied the IPDfromKM method to carry out a pooled analysis of these 6 CTs to investigate the effectiveness of valve repair vs valve replacement and to assess the between-study heterogeneity from this clinical material. After reconstructing individual patient data from these 6 trials, patients treated with valve repair were pooled together and their Kaplan-Meier curve was generated. Likewise, patients treated with valve replacement were pooled together and their Kaplan-Meier curve was generated. Finally, these two curves were compared by standard survival statistics. The hazard ratio (HR) was determined; death from any cause was the endpoint. These 6 CTs included a total of 552 patients; in each of these CTs, the patient group treated with valve repair was compared with another group treated with valve replacement. Our statistical results showed a significantly better survival for valve repair compared with valve replacement (HR, 0.6098; 95% confidence intervals (CI), 0.445 to 0.835; p = 0.002). Heterogeneity was found to be significant in the 6 patient arms undergoing replacement, but not in those undergoing valve repair. In valve replacement, the classification of patients in class III or IV of New York Heart Association (NYHA) was the main negative prognostic factor. Our analysis confirmed the methodological advantages of the IPDfromKM method in the indirect comparative analysis of multiple trials. These advantages include appropriate analysis of censored patients, original assessment of heterogeneity, and graphical presentation of the results, wherein individual patients retain an important role.

Identification of important symptoms and diagnostic hypothyroidism patients using machine learning algorithms

Background: Hypothyroidism is one of the most common endocrine diseases. It is, however, usually challenging for physicians to diagnose due to nonspecific symptoms. The usual procedure for diagnosis of Hypothyroidism is a blood test. In recent years, machine learning algorithms have proved to be powerful tools in medicine due to their diagnostic accuracy. In this study, the authors aim to predict and identify the most important symptoms of Hypothyroidism using machine learning algorithms. Method: In this cross-sectional, single-center study, 1296 individuals who visited an endocrinologist for the first time with symptoms of Hypothyroidism were studied, 676 of whom were identified as patients through thyroid-stimulating hormone testing. The outcome was binary (with Hypothyroidism /without Hypothyroidism). In a comparative analysis, random forest, decision tree, and logistic regression methods were used to diagnose primary Hypothyroidism. Results: Symptoms such as tiredness, unusual cold feeling, yellow skin (jaundice), cold hands and feet, numbness of hands, loss of appetite, and weight Hypothyroidism gain were recognized as the most important symptoms in identifying Hypothyroidism. Among the studied algorithms, random forest had the best performance in identifying these symptoms (accuracy=0.83, kappa=0.46, sensitivity=0.88, specificity=0.88). Conclusions: The findings suggest that machine learning methods can identify Hypothyroidism patients who show relatively simple symptoms with acceptable accuracy without the need for a blood test. Greater familiarity and utilization of such methods by physicians may, therefore, reduce the expense and stress burden of clinical testing.

Opportunities and challenges in antimicrobial resistance policy including animal production systems and humans across stakeholders in Argentina: a context and qualitative analysis

IntroductionGaps in antimicrobial resistance (AMR) surveillance and control, including implementation of national action plans (NAPs), are evident internationally. Countries’ capacity to translate political commitment into action is crucial to cope...

Mapping sustainability: A comparative analysis proposal across EU countries and regions

This paper addresses the need to understand the structure of sustainability change in the face of the unpredictability of modern civilization. The aim of the paper is to examine the structure of sustainability change in relation to smaller spatial units such as the regions of the European Union and to compare these results with those achieved at the country level. For this purpose, the sustainable development indicators available in the Eurostat database were analyzed. Studies published to date have tended to focus on the performance of national economies or selected regions. In this article, the available data on regions are also analyzed. The study aims to compare the level of sustainable development achieved at the level of EU countries and regions located within them. Methodologically, the study uses advanced methods of comparative analysis, and the synthesis of the data enables the construction of a synthetic measure using taxonomic methods, facilitating the classification of EU countries and regions into clusters. The results highlight significant divergences in sustainability achievements between EU countries and regions. The study reveals the importance of studying sustainable development in smaller geographical cross-sections. The results highlight the need to expand access to data at the regional level (sustainability indicators) to facilitate more comprehensive analyses and inform targeted policy interventions. Looking to the future, the study recommends further research into the inter-linkages between sustainability and other critical areas in EU regions, such as innovation and competitiveness.

Legal Regulation of Transnational Data Flows: International Experience and Chinese Solutions

The arrival of the big data era has made most countries realize the importance of data resources for economic development. On the one hand, data flow promotes trade between countries, and on the other hand, the rapid expansion of the scale of multinational business giants has led to a proliferation of incidents of illegal collection and utilization of user privacy, putting national security at risk.In 2019, WTO members of the e-commerce negotiations put forward proposals for cross-border data flow based on their own positions, and major countries such as China, the United States, Russia and other major countries have all put forward different proposals.It can be seen that data flow regulation has become a key topic in the international arena nowadays, with sufficient necessity and practical significance. As a result, this paper adopts the comparative analysis method, normative analysis method and other research methods to analyze the issue and make suggestions on the direction of China's legislation.