Interdisciplinary Approach Research Articles

Architectural Dynamics in Tolkien’s Novel, The Hobbit: A Literary and Cinematic Perspective

This study investigates the dynamic interplay between architectural elements and narrative construction in J.R.R. Tolkien’s novel The Hobbit (1937) and its cinematic adaptations directed by Peter Jackson. By focusing on both literary and cinematic mediums, this research elucidates how architectural elements contribute to world-building, character development, story progression, and thematic expression. The fantasy genre, with its potential for spatial constructs, provides fertile ground for this exploration. Through comprehensive analysis, it is revealed that Tolkien’s strategic use of spaces such as the Shire, Erebor, and the Woodland Realm enhances the narrative's depth and realism. These spaces are integral to the narrative, reflecting the cultural and moral attributes of their inhabitants and influencing the story's progression. In parallel, Jackson's films reinterpret these architectural spaces, employing cinematic techniques to amplify their visual and emotional impact. The adaptation showcases the integration of architectural elements with narrative and character development, creating a different kind of experience for viewer. This study adopts an interdisciplinary approach, drawing from literary analysis, film studies, and architectural theory, to offer new insights into the significant role of architecture in storytelling. The research highlights how architectural principles are translated into narrative devices in literature and visual representations in film. The findings underscore the transformative potential of architectural elements in narrative construction, highlighting their importance as central components rather than mere background settings. This research contributes to a deeper understanding of the multifaceted relationship between architecture, literature, and film, and calls for further interdisciplinary exploration to fully appreciate the impact of spatial dynamics in narrative art.

To the problem of defining and distinguishing the definitions of "information security" and "cyber security"

The article is devoted to the problem of definition and comparison of definitions, in particular in the context of information and cyber security. The main emphasis is placed on the analysis of existing scientific approaches to the definition of these concepts, with the aim of identifying common and distinctive features between them. Different interpretations of terms in domestic and international scientific literature are studied, paying attention to their development in connection with modern challenges in the information space. Taking into account the different approaches to the definition of the terms «information security» and «cyber security» available both in science and in practice, this study compares domestic and international definitions, analyzes legislative and scientific literature, taking into account the impact of new technologies on the formation of modern definitions in the field information security. The main attention is paid to methodological approaches to the construction of definitions, their accuracy, comprehensibility and applicability in different contexts. Emphasis is placed on the need to agree on a terminology that would adequately reflect the modern challenges and risks that the state faces in the field of information and cyber security. The importance of a clear demarcation of concepts for effective legal regulation and practical application is also emphasized, emphasis is placed on the need to unify terminology and the development of standards for the construction of clear and unambiguous definitions, attention is drawn to the importance of an interdisciplinary approach in the process of creating definitions, which allows taking into account the specifics of various scientific areas. The novelty of the work lies in a comprehensive approach to the analysis of definitions, which makes it possible not only to identify key differences and similarities between different interpretations, but also to offer recommendations for their improvement. Having analyzed examples from various fields, demonstrating how ambiguous or incorrect definitions can lead to misunderstandings and errors in scientific research and practical application, the author offers his own methodology for assessing the quality of these definitions, which can be used to improve scientific communication and increase the accuracy of terminology, in the author’s vision of the definitions of «information security» and «cyber security» is published for the first time in the article, taking into account the security component and interdisciplinary nature. This makes the article an important contribution to the scientific debate on the development of terminology in the field of information and cyber security. The main aspects of the article are the analysis of different approaches to the definition of information and cyber security, the comparison of definitions by national and international researchers, the proposal of new, integrated approaches to understanding these concepts, and the discussion of practical aspects of the application of these definitions in the field of national security.

Paid, Owned and Earned Media Research: A Mixed Review, Reflections and Agendas for Future Research

This study aims to advance the understanding of POEM (paid, owned and earned media) literature through a mixed-review approach, comprising bibliometric and thematic analyses. VOSviewer was used for the bibliometric analysis of 816 articles from the Scopus database, while thematic analysis identified five themes and 17 sub-themes. The major thematic clusters are (a) brand communication and engagement via social media; (b) dynamics of media engagement and marketing strategies; (c) advertising, cross-channel synergy and branding; (d) mediated diplomacy and advertising literacy; and (e) the role of different media types in brand communication. This study presents the current state of research in POEM marketing and provides actionable recommendations for marketing practitioners and policymakers. Practitioners can use these findings to adapt and integrate emerging communication strategies, while policymakers can develop guidelines to enhance marketing practices and regulatory frameworks. Additionally, the study outlines five future research directions: (a) the integration of AI technologies, (b) ethical considerations, (c) cross-media synergy, (d) interdisciplinary approaches and (e) robust research methodologies.

Analysis of the impact of mechanisms of integration of university science into the regional innovation system on the spatial development of the Voronezh region

Relevance. University science is the basis for the progressive development of the regions of the Russian Federation, providing new knowledge and ideas, turning knowledge into technology and accelerated development of the cultural environment. The introduction of scientific research into the educational process is necessary and important conditions for maintaining the high professional level of teachers, the formation of professional competencies, and advanced training of future specialists. In the last few years, the main economic processes have demonstrated positive dynamics, which indicates the effectiveness of the implemented strategy of socio-economic development of the region, as well as an effective policy of spatial development of the territory are key factors in achieving a positive trend in the development of the region. Minister of Science and Higher Education V.N. Falkov in April 2024 He stated the need to transform the higher education system, focusing on specialized higher education based on an interdisciplinary approach that will more effectively integrate university science into regional spatial development and the national innovation system.The purpose of the study is to determine the mechanisms of integration of university science in the spatial development of the Voronezh region through the innovation system.Objectives: to analyze the impact of the mechanisms of integration of university science on the trends of spatial development; to analyze scientific and technological development; to formulate the main conclusions about university science as part of the socio-economic system of the territory.Methodology. The general scientific methods of logical analysis, method of desk research, method of systematization, descriptive method were used in the study. Results. The study revealed the key factors that contributed to the positive dynamics of the economy of the Voronezh region and considered the mechanisms of integration of university science into the regional innovation system.Conclusions. In the realities of scientific and technological development there is a need to improve the methods of integration of university science into the regional innovation system, and recommendations related to the optimization of spatial development of the Voronezh region in order to improve the quality and attractiveness of university science on the basis of innovative aspects functioning in the region have been proposed.

Motivation and Engagement of Students: A Case Study of Automatics and Robotics Projects

Automatics and Robotics students usually engage in some interdisciplinary approaches on their courses at universities, joining the areas of computer science and control theory. During the limited duration of these courses, some knowledge must be acquired by the students. Remote education, temporarily enforced by the COVID-19 pandemic in recent years, has posed new challenges related to the limited contact that students have with academic staff, as well as the limited access students have to hardware facilities. This paper discusses the motivations of students after the COVID-19 pandemic based on a case study of student projects completed at the University of Zielona Gora (Poland). The conducted study was student-centered and highlighted some important aspects of motivation from the point of view of the students, focusing mostly on the emerging challenges, how they have been overcome, and what the students have learned from them. The results indicate that the students, minimally supported by an academic teacher, were able to plan everything by themselves and bring the project to completion according to their own intuition. In comparison to before the COVID-19 pandemic, students are now more independent and self-motivated.

Western architectural ornamental art in traditional Chinese architecture: a case study of Tengchong City based on interdisciplinary approach

ABSTRACT This paper explores a previously unrecorded style of East-West architectural ornamentation in Tengchong, Yunnan Province, China, overlooked in historical architectural studies. The aim of this research is to both document and analyze this unique blend of Eastern and Western architectural elements, employing both qualitative and quantitative methods. Initially, literary research identifies relevant sites, which are subsequently examined through field research to collect firsthand data on the local architectural decorations that exhibit this East-West synthesis. Employing an interdisciplinary approach that integrates concepts from biology and statistics, the study views these architectural decorations as a living organism. This perspective allows for a detailed examination of how different cultural elements are incorporated into local architecture, analyzed quantitatively and statistically. Through this research, a qualitative description of these hybrid architectural elements is developed, further enriched by a quantitative analysis based on statistical methods. The qualitative aspect of the study traces the historical evolution of this East-West architectural form, observing changes in themes and structures. In terms of quantitative findings, a detailed statistical profile of these local architectural features is established, which supports the qualitative insights. Overall, this research sheds light on a neglected aspect of architectural ornamentation, presenting a thorough analysis of its development and current state through an innovative mix of qualitative and quantitative research techniques. This study not only provides new data but also opens up fresh avenues for future research on similar topics.

Transdisciplinary and Interdisciplinary Approaches, and Intentional Language Advocacy in English Language Teaching

Transdisciplinary and Interdisciplinary Approaches, and Intentional Language Advocacy in English Language Teaching

Psychological mechanisms of group influence on individual behavior

The paper analyzes psychological mechanisms of group influence on individual behavior, including conformity, social suggestion, authority pressure, and imitation, which have a decisive influence on individual behavior formation in social groups. Special attention has been paid to these mechanisms’ transformation under the influence of digital media and new communication technologies in the context of globalization. Digital platforms influence on the political activity of young people has been studied, which emphasizes the increasing role of online communications in shaping group behavior. Group norms and expectations, often imposed through digital platforms, actively shape social identity and individuals’ behavior, increasing their susceptibility to group pressure and conformity. Leadership styles have also been found to significantly influence group dynamics by altering group members’ behavioral responses. Cross-cultural studies show the importance of contextualization, as responses to social pressure vary across cultures. There is a need for further research on the long-term effects of social influence and the development of methods to minimize its negative effects on individual behavior. The study results contribute to a deeper understanding of the social influence mechanisms in the context of globalization, noting the importance of an interdisciplinary approach.

The risk assessment of public-private partnership projects using artificial intelligence algorithms

Purpose: is to develop an innovative approach to risk management in public-private partnership (PPP) projects using advanced artificial intelligence technologies that allow creating the risk assessment model that takes into account non-linear relationships between various risk factors.Methods: in addition to traditional methods of scientific knowledge, interdisciplinary approaches of risk management and established practice of machine learning were used in the work. The methodological basis of the study was formed by works on the risk assessment and the application of AI algorithms in this area. The empirical basis of the study was the data of the official portal of ROSINFRA on public-private partnership projects.Results: the practice of applying AI algorithms to the task of assessing the risks of PPP-projects in Russia and abroad was studied. It is established that the most effective result is shown by the models based on Random-Forest-Classifier. However, the presented solutions do not take into account Russian economic realities. The authors have structured a database of implemented PPP-projects suitable for risk modeling. The model for assessing the risk of failure to achieve the objectives of Russian PPP-projects has been developed and its quality has been assessed. Recommendations on implementation of the model in the operational loop of PPP projects realization processes are offered.Conclusions and Relevance: the developed model allows, according to the general parameters of PPP project (region, authority, term of agreement, industry and scope of implementation, etc.) with the accuracy of 93% (according to the ROC\AUC metric), to assess the risk that the project will end incorrectly (due to a failed tender, refusal to launch, termination by court decision, cancellation/annulment of the tender). With the help of the model the executive authorities of the Russian Federation can build risk management for PPP projects management in the regions and thus contribute to their efficiency improvement. The article may also become useful for project management practitioners and appraisers.

ДЕКОНСТРУКЦИЯ И РЕКОНФИГУРАЦИЯ ГЕНДЕРНОГО ДИСКУСА В КАЗАХСТАНЕ: АНАЛИЗ СОВРЕМЕННЫХ ПОЛИТИЧЕСКИХ ВЕКТОРОВ

This article provides an in-depth analysis of the deconstruction and reconfiguration of gender discourse in Kazakhstan, based on an examination of current political vectors guiding transformations in the field of gender relations. The central task of the study is to identify key factors influencing the transformation of gender policy in Kazakhstan against the backdrop of global changes and modernization processes taking place in the country. The article examines the stages of the evolution of gender policy, starting from the post-Soviet period, when Kazakhstan began integrating into international organizations, paying special attention to promoting gender equality. Special attention is given to analyzing the interaction between national and international norms in the context of gender policy formation, as well as adapting global initiatives to local conditions. Structural issues, such as the insufficient institutionalization of gender strategies and the slow progress in achieving real gender equality, are highlighted. The article discusses both normative achievements, including the adoption of new legislative measures and programs, and the challenges of their implementation in the face of socio-economic and cultural barriers. The research is based on a comprehensive approach, incorporating both quantitative and qualitative methods of analysis. Data from international studies, statistical reports, and qualitative interviews with key stakeholders involved in the gender policy-making process are utilized. A comparative analysis of Kazakhstan’s gender initiatives with similar processes in other post-Soviet countries is also presented. In conclusion, the article offers prospects for the further development of gender policy in Kazakhstan, including potential strategic directions for deepening the integration of gender equality into the country's social, political, and economic spheres. The author hypothesizes that successful promotion of gender equality requires not only political will but also a profound transformation of societal attitudes and practices, which can be achieved through a strengthened interdisciplinary approach and active engagement of civil society.

Historical and Cultural Aspects of the Club Movement in Novosibirsk Akademgorodok in 1960s – 1980s

The article discusses the significance of leveraging historical experiences to address contemporary societal challenges, particularly the technological impact on science cities, the holistic development of human capital, and the cultivation of humanitarian resources for Russian scientific advancement. The primary objective of this work is to study in dynamics the historical and cultural aspects of the club movement, offering a comprehensive portrayal of the scientific community's life in Novosibirsk Akademgorodok during the 1960s to 1980s. Employing the problem-chronological method, an interdisciplinary approach, and the discourse of a new scientific trend of anthropology of scientific life, this study has yielded results that contribute to a broader understanding of the aforementioned subject matter. The initial stage of the club movement in 1960s was characterized by pronounced processes of sociocultural adaptation (fulfillment of the social order for communication) and political engagement aligning with scientific pursuits. In 1970s and 1980s, the club movement underwent institutionalization, integrating itself into the socio-cultural space of Akademgorodok. About 40 clubs were established, including the clubs “Under Integral”, “Babylon”, ISC Club, “Sigma”, “Sage”, “Vertical”, “Grazia”, “Aesthetics of Clothes”, as well as thematic clubs of interest. Evidencing a democratic character, the club movement in Akademgorodok served to uphold the image of Soviet science and culture. Although the Soviet state regulated the forms of political participation, the club movement was generally supported by cultural policy actors. The mobilization trend encapsulated by “Science – Culture – Art” can be interpreted as a historical and cultural blueprint of the club movement of Novosibirsk Akademgorodok, strengthening the scientific and organizational principles of the establishment of the Siberian Branch of the USSR Academy of Sciences “Science – Personnel – Production” in 1960–1980.

Bibliometric analysis of the interplay between epilepsy and microglia: trends, hotspots, and emerging research areas.

Epilepsy, a common neurological disorder, has been increasingly associated with neuroinflammation, especially microglia activation. To gain insights into the research trends and patterns in this intersection, we conducted a bibliometric analysis of studies published between 2005 and 2024. Using the Web of Science Core Collection, we identified 1,229 relevant articles and reviews, focusing on the relationship between epilepsy and microglia. We employed the Bibliometrix R package and VOSviewer to analyze the data. Our search strategy combined epilepsy-related terms with microglia and microglial cell keywords. The analysis encompassed publication trends, country and institutional contributions, journal sources, authors, keywords, and thematic evolution. The number of publications has steadily increased, particularly after 2019, indicating growing research interest. The United States, China, and Germany emerged as the most productive countries, with extensive collaboration between China and the United States. Epilepsia and Journal of Neuroinflammation were the most influential journals. Aronica E, Vezzani A, and Engel T were the most prolific authors. Thematic analysis revealed clusters focused on temporal lobe epilepsy, epilepsy-related disorders, and microglia activation. Over the past several years, research has shifted from fundamental brain function studies to in-vivo investigations of specific molecular mechanisms. The CSTB (-) mouse model and NF-κB signaling pathway both merit further in-depth investigation. In conclusion, this bibliometric study reveals a surge in epilepsy-microglia research, led by key countries, journals, and researchers. Temporal lobe epilepsy, epilepsy-related disorders, and microglia activation are focal themes. Future directions include exploring microglia activation mechanisms, utilizing animal models, and interdisciplinary approaches.

Clinical Efficacy of Auricular Vagus Nerve Stimulation in the Treatment of Chronic and Acute Pain: A Systematic Review and Meta-analysis.

Current guidelines for pain treatment recommend a personalized, multimodal and interdisciplinary approach as well as the use of a combination of drug and non-drug therapies. Risk factors for chronification should already be reduced in patients with acute pain, e.g., after surgery or trauma. Auricular vagus nerve stimulation (aVNS) could be an effective non-drug therapy in the multimodal treatment of chronic and acute pain. The aim of this systematic review and meta-analysis is to evaluate the clinical efficacy and safety of aVNS in treating chronic and acute pain conditions. A systematic literature search was performed regarding the application of auricular electrical stimulation in chronic and acute pain. Studies were classified according to their level of evidence (Jadad scale), scientific validity and risk of bias (RoB 2 tool) and analyzed regarding indication, method, stimulation parameters, duration of treatment and efficacy and safety. A meta-analysis on (randomized) controlled trials (using different comparators) was performed for chronic and acute pain conditions, respectively, including subgroup analysis for percutaneous (pVNS-needle electrodes) and transcutaneous (tVNS-surface electrodes) aVNS. The visual analog pain scale (VAS) was defined as primary efficacy endpoint. A total of n = 1496 patients were treated with aVNS in 23 identified and analyzed studies in chronic pain, 12 studies in acute postoperative pain and 7 studies in experimental acute pain. Of these, seven studies for chronic pain and six studies for acute postoperative pain were included in the meta-analysis. In chronic pain conditions, including back pain, migraine and abdominal pain, a statistically significant reduction in VAS pain intensity for active compared to sham aVNS or control treatment with an effect size Hedges' g/mean difference of - 1.95 (95% confidence interval [CI]: - 3.94 to 0.04, p = 0.008) could be shown and a more favorable effect in pVNS compared to tVNS (- 5.40 [- 8.94; - 1.85] vs. - 1.00 [- 1.55; - 0.44]; p = 0.015). In acute pain conditions, single studies showed significant improvements with aVNS, e.g., in kidney donor surgery or tonsillectomy but, overall, a non-statistically significant reduction in VAS pain intensity for active compared to sham aVNS or control with - 0.70 [- 2.34; 0.93] (p = 0.15) could be observed in the meta-analysis. In acute pain results vary greatly between studies depending especially on co-medication and timepoints of assessment after surgery. A significant reduction in analgesics or opiate intake was documented in most studies evaluating this effect in chronic and acute pain. In 3 of the 12 randomized controlled trials in patients with chronic pain, a sustainable pain reduction over a period of up to 12months was shown. Overall, aVNS was very well tolerated. This systematic review and meta-analysis indicate that aVNS can be an effective and safe non-drug treatment in patients with specific chronic and acute postoperative pain conditions. Further research is needed to identify the influence of simulation parameters and find optimal and standardized treatment protocols while considering quality-of-life outcome parameters and prolonged follow-up periods. A more standardized approach and harmonization in study designs would improve comparability and robustness of outcomes.

Barriers and Facilitators to Mental Health Service Integration: A Scoping Review.

Mental health service integration currently has no consensus definition and exists in a variety of settings, including primary care, addiction treatment and chronic disease management, and mental health nurses have often experienced efforts at service integration with varying degrees of success. The intent of mental health service integration is to enable collaboration between mental health services and other healthcare providers to improve service access and the care provided to individuals with mental health issues or mental illness. This scoping review aimed to explore service integration between mental health services and with a specific focus on those evaluated in peer-reviewed, primary literature, to determine facilitators and barriers to service integration. Using the Arksey and O'Malley's framework for scoping reviews, we located 3148 studies, with screening narrowing final papers for inclusion to 18. Facilitators to service integration included clinician education, adequate resourcing and an interdisciplinary approach, while barriers included staff factors such as a reluctance to work with individuals with mental illness, consumer level barriers such as poor mental health literacy, 'territorialism' among staff and organisational climate. Research indicates that service integration is an effective means to detect and treat mental health issues in settings that do not traditionally provide mental health care, lowering the costs of providing healthcare and providing improved care for mental health needs; however, there are several barriers to be addressed to achieve full implementation of integration models.

Global trends and performance of dry needling from 2004 to 2024: a bibliometric analysis.

Many doctors are incorporating dry needling into their clinical practice. Despite this growing trend, there has not been a comprehensive bibliometric analysis conducted in this field. Thus, this study aims to investigate the current research landscape, key research contributors, and popular research topics in dry needling, and to analyze the developmental trends within this area of study. The study utilized the Web of Science Core Collection (WoSCC) as the main data source. Scientific literature was gathered through title (TI) searches for original clinical research papers on dry needling published between 2004 and 2024, using 'dry needling' or 'dry needle' as the search term. Statistical analyses and visualizations of the literature information, such as keywords, countries, research institutions, and authors, were conducted using the bibliometric.com online platform and VOSviewer. This approach aimed to statistically analyze and visualize the key research entities, hotspots, and frontiers in dry needling research. Additionally, the study delved into collaborative networks, research outputs, hot topics, and trends within the field of dry needling. This investigation encompassed 468 publications, with the year 2021 topping the charts for the highest publication output, amassing a total of 271 articles. The journal "Acupuncture in Medicine" emerged as the most frequently cited publication. The most impactful article was titled "Acupuncture and dry-needling for low back pain: An updated systematic review within the framework of the Cochrane Collaboration." Spain took the lead as the most productive country in this domain, with the United States closely following. Cesar Fernández-de-las-Peñas emerged as the most prolific author in the field. The Universidad Rey Juan Carlos in Spain was recognized as the most productive institution for research in dry needling. As for journal keywords, "dry needling," "trigger point," and "myofascial pain syn-drome" were the triumvirate of terms most recurrently encountered. The field of dry needling research has witnessed significant growth in recent years, characterized by the emergence of novel trends such as comparative studies with acupuncture, exploration into the mechanisms of action, and a transition toward interdisciplinary approaches. As medical models evolve, the focus is expanding from the exclusive treatment of muscle pain to broader applications. Despite this progress, the domain is underscored by a paucity of large-scale, multicenter clinical trials and animal studies. There exists an imperative for enhanced collaboration among academic and research institutions. A more profound exploration and comprehensive research endeavors are essential to enhance our understanding and broaden the clinical application of dry needling techniques.

Orbital injuries: aspects of forensic medical examination in assessing the severity of harm caused to human health

Background: Forensic examination plays a key role in establishing the severity of injuries, especially of orbital trauma, which can lead to serious consequences, including vision loss. Examination of forensic reports associated with orbital trauma provides valuable information about the nature of the injuries, their prevalence, and factors influencing the severity of the injury. Aim: Analysis of the possibilities of an interdisciplinary approach based on the presence of a full ophthalmological status and computed tomography data of the skull in conducting a forensic medical examination of living persons and in the final qualification of the degree of harm to health in orbital injuries. Materials and methods: An analysis of 37 completed forensic medical examinations of living persons with orbital injuries who were treated in multidisciplinary hospitals in Moscow was carried out. The forensic medical examination was carried out in the Bureau of Forensic Medical Examination of the Moscow Health Department. In 23 cases, the ophthalmological status was assessed at periods from 1 week to 6 months after the injury. In all cases (n = 37; 100%), computed tomography of the facial and cerebral skull was performed. The age of the victims at the time of injury ranged from 12 to 82 years (average 39.7 ± 9.2 years). There were 29 adults among the victims (78.3%), 8 children (21.6%). In terms of gender distribution, there was a significant male predominance — 27 men (73%) versus 10 women (27%). Results: According to the results of the analysis of forensic medical reports, polytrauma with the simultaneous presence of several severe injuries to various organs and systems, combined with orbital trauma, was recorded in 12 victims (32.4%). A combination of traumatic brain injury and orbital injury without involvement of other organs and systems was detected in 9 victims (24.3%), isolated orbital trauma — in 13 people (35.1%), isolated injury of two orbits simultaneously — in 3 victims (8.1%). From the conclusions of forensic experts, it follows that in 89% of cases, the bone walls of the orbits, formed by the frontal, ethmoid and sphenoid bones, as well as the upper jaw, were damaged, which could subsequently lead to damage to the globe, optic nerve and other orbital structures. Damage to the soft tissue of the orbits with globe contusion was noted in 11% of cases. In 3 cases (n = 3; 8.1%), moderate harm to health was determined based on significant persistent loss of general ability to work. In 14 cases (n = 14; 37.8%), it was not possible to focus on the acuteness of the injured globe before the traumatic episode, due to the fact that the victims had no documented visits to an ophthalmologist before the injury. Conclusions: To objectively assess of the orbital trauma and determine the degree of harm to human health, it is necessary to have a full ophthalmological status, including such clinical and instrumental criteria as visual acuteness, presence or absence of ophthalmoplegia and globe dystopia, as well as computed tomography data of the skull, which must be presented in the primary medical documentation.

A INFLUENCIA PSICOSSOMÁTICA DO FATOR EMOCIONAL NO PROGNÓSTICO DA PSORÍASE

Psoriasis, a chronic autoimmune dermatosis, is influenced by emotional factors, especially stress, as highlighted by psychosomatic medicine. The disease, characterized by erythematous and scaly skin plaques, has a multifactorial etiology that includes genetic, immunological, and psychological factors. Stress can worsen psoriasis by intensifying the production of pro-inflammatory cytokines and exacerbating skin inflammation, creating a vicious cycle. Moreover, the psychological impact of psoriasis is significant, affecting patients’ self-esteem and quality of life, as they often face social stigmatization. Anxiety and depression are common among these individuals, underscoring the need for an interdisciplinary approach that integrates dermatological treatment and psychological support. Effective psoriasis management should address both physical symptoms and emotional factors, including the use of complementary therapies such as acupuncture and psychotherapy. The interaction between the hypothalamic-pituitary-adrenal axis and skin inflammation reinforces the importance of treating stress as part of psoriasis management. Interventions that promote emotional balance can improve therapeutic outcomes, highlighting the relevance of a holistic and multidisciplinary approach to disease management.

Technology-Driven Financial Risk Management: Exploring the Benefits of Machine Learning for Non-Profit Organizations

This study explores how machine learning can optimize financial risk management for non-profit organizations by evaluating various algorithms aimed at mitigating loan default risks. The findings indicate that ensemble learning models, such as random forest and LightGBM, significantly improve prediction accuracy, thereby enabling non-profits to better manage financial risk. In the context of the 2008 subprime mortgage crisis, which underscored the volatility of financial markets, this research assesses a range of risks—credit, operational, liquidity, and market risks—while exploring both traditional machine learning and advanced ensemble techniques, with a particular focus on stacking fusion to enhance model performance. Emphasizing the importance of privacy and adaptive methods, this study advocates for interdisciplinary approaches to overcome limitations such as stress testing, data analysis rule formulation, and regulatory collaboration. The research underscores machine learning’s crucial role in financial risk control and calls on regulatory authorities to reassess existing frameworks to accommodate evolving risks. Additionally, it highlights the need for accurate data type identification and the potential for machine learning to strengthen financial risk management amid uncertainty, promoting interdisciplinary efforts that address broader issues like environmental sustainability and economic development.

Systematisation of Conceptual Approaches to Formation of Business Ethics in the Context of Legal Regulation of Entrepreneurial Activity

Introduction. In the frame of entrepreneurship development, promotion of business ethics becomes particularly important as a mechanism for business harmonization, ensuring legal equality, healthy competition and fair attitudes to consumers. However, the controversial approaches to defining the concept of “business ethics” and the multiple interpretations thereof prevent from boosting the global spread of business culture in the legal regulation framework. In this regard, the aim of the study is to systematise the conceptual approaches to substantiation and formation of business ethics in the context of legal regulation of entrepreneurial activity.Materials and Methods. The methodological basis of the research includes the general and specific scientific methods. The methods of analysis, comparison and systematisation enable the study of the integral parts of business ethics to get deep understanding of this concept. By comparing different interpretations, the common grounds in the interdisciplinary approaches to substantiation of this concept are revealed. Systematisation fosters organisation of the legal and moral values into a single hierarchical structure that forms the essence of business ethics. The philosophical-juridical method reveals the interrelation of the philosophical approach contained in the entrepreneurial value reference points and the legislative norms of society.Results. The research has revealed a pattern of business ethics development in the context of global and national wellbeing. The hierarchical structure of business ethics has a top-down nature: the international level, the macro level and the micro level. Despite the influence of cultural specifics on the development of the moral value system, the formation of business culture should go in correlation with the norms of law and the needs of society, along with establishment of the corporate boundaries and general entrepreneurial principles. At the corporate level, the integration of business ethics into the enterprise strategy is beneficial for its image and reputation, and the efficiency lies in promotion of the socio-economic, legal and other aspects fostering creation of fair, sustainable and conscious business.Discussion and Conclusion. The concept of “business ethics” is studied in the various scientific contexts. Despite all differences in interpretation, the mechanism of forming the business ethics in the framework of entrepreneurial activity is uniform, it includes creation of the code of ethics, training in ethical principles, development of a system of incentives, elaboration of the methods of prevention and punishment. In various contexts, this mechanism is aimed at eliminating unlawful forms of competition, ensuring economic, social and legal security, increasing the level of responsibility and creating an efficient system of business values.

Artificial Neural Networks and Ensemble Learning for Enhanced Liquefaction Prediction in Smart Cities

This paper examines how smart cities can address land subsidence and liquefaction in the context of rapid urbanization in Japan. Since the 1960s, liquefaction has been an important topic in geotechnical engineering, and extensive efforts have been made to evaluate soil resistance to liquefaction. Currently, there is a lack of machine learning applications in smart cities that specifically target geological hazards. This study aims to develop a high-performance prediction model for estimating the depth of the bearing layer, thereby improving the accuracy of geotechnical investigations. The model was developed using actual survey data from 433 points in Setagaya-ku, Tokyo, by applying two machine learning techniques: artificial neural networks (ANNs) and bagging. The results indicate that machine learning offers significant advantages in predicting the depth of the bearing layer. Furthermore, the prediction performance of ensemble learning improved by about 20% compared to ANNs. Both interdisciplinary approaches contribute to risk prediction and mitigation, thereby promoting sustainable urban development and underscoring the potential of future smart cities.