Framework for Developing a System for Monitoring Human Health in the Combined Action of Occupational Hazards Using Artificial Intelligence and IoT Technologies

Yeremenko, Oleksandra; Perova, Iryna; Літовченко, Олена Леонідівна; Miroshnychenko, Nelia

doi:10.1007/978-3-030-80472-5_33

Cited by 2 publications

(4 citation statements)

References 21 publications

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“…Subsequently, the indicator Current evaluation and future project, showed that, of the fifty-three (53) subjects interviewed, sixteen (16) of them, representing 30.19%, chose the alternative "Always'', when questioning whether Stress is an impediment when making evaluations for the achievement of future projects and, therefore, undermines the Hotel project in the long term. In the same way, fourteen (14) subjects of the study population (26.42%) chose the answer alternative "Sometimes", eight (8) subjects selected the option "Almost always", another eight (8) chose the alternative "Never" and, finally, only seven (7) interviewees stated that "Almost always". This indicator gave an arithmetic mean of 3.30.…”

Section: Resultsmentioning

confidence: 99%

“…For this reason, the study of the factors that condition or impair human capital has been in the forefront of the scientific community specialized in the business, managerial, social and economic branches for decades [6]. Although times have changed and social transformations have benefited many countries, working conditions continue to be worrisome due to the dangers that workers face on a daily basis [7]. From this global reality, multiple types of risks branch out, but the main focus in this paper is none other than the psychosocial approach to occupational risk, which in turn leads to the central point of this research: job stress [8].…”

Section: Introductionmentioning

confidence: 99%

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Caracterización de los efectos del estrés laboral en las funciones cognitivas del personal de las empresas hoteleras

Hoyos Babilonia,

Santamaría Escobar,

Niebles Nuñez

2023

Investigación e Innovación en Ingenierías

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Objetivo: Caracterizar los efectos del estrés laboral en las funciones cognitivas de los trabajadores de las empresas hoteleras de la ciudad de Sincelejo, Sucre. Metodología: De los ochenta y nueve (89) hoteles registrados en la Cámara de Comercio de Sincelejo, se seleccionó una muestra de veinte (20); así mismo, los sujetos de estudio designados como colaboradores a encuestar fueron un total de cincuenta y tres (53) miembros del personal de dichos hoteles con más de 5 años de experiencia en el área. Una vez seleccionada la muestra, se aplicó la encuesta preparada para la presente investigación, con un total de 18 preguntas. El cuestionario se construyó empleando la escala tipo Likert, mediante cinco (5) alternativas de respuesta con su ponderación correspondiente: Siempre (S), Casi Siempre (CS), A Veces (AV), Casi Nunca (CN) y Nunca (N). Resultados: Los resultados evidencian que el estrés laboral se encuentra Presente en las funciones cognitivas de Concentración y atención, Memoria, Errores, Reacciones inmediatas y Lógica y organización, en tanto que se encuentra Moderadamente presente en la función cognitiva Evaluación actual y proyecto a futuro. Conclusiones: Se pudo concluir que la presencia del estrés laboral en las funciones cognitivas pueden tener efectos negativos sobre la calidad de vida laboral de los trabajadores y a su vez en su desempeño dentro de la organización.

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Section: Resultsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Caracterización de los efectos del estrés laboral en las funciones cognitivas del personal de las empresas hoteleras

Hoyos Babilonia,

Santamaría Escobar,

Niebles Nuñez

2023

Investigación e Innovación en Ingenierías

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“…It is proved that low temperature is a strong stressor that causes significant physiological changes in the body to support thermogenesis. As a response to the effects of stressors non-specific reaction develops, which can also complicate the response to other factors in their combined action [14,15].…”

Section: Funding and Research Relation To The Research Work The Resea...mentioning

confidence: 99%

“…By using a hybrid system, informative indicators were determined, according to the criteria of which biological effects were formed: increase in concentration of diene conjugates with a simultaneous decrease in the concentration of SH-groups, increase in very low density lipoproteins and inhibition of oxygen-dependent neutrophil metabolism by NBT-test [15]. Biological effects in response to the combined effects of EMR and low temperature, which were based on increased processes of lipid peroxidation with reduced antioxidant protection and increased atherogenicity, indicate the possibility of occupational pathologies of the cardiovascular system.…”

Section: Funding and Research Relation To The Research Work The Resea...mentioning

confidence: 99%

Methodological Approaches to the Development of Criteria for the Diagnosis of Prepathological States by Psychophysiological and Medical-Biological Indicators

Завгородній¹,

Merkulova²,

Літовченко³

et al. 2022

Ukr. ž. med. bìol. sportu

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The purpose of the study was to investigate the problem of scientific rationale for approaches to early detection of prepathological conditions among different professional contingents. For this purpose, the role of biomedical and psychophysiological indicators was investigated based on the results of our own research works. Materials and methods. The method of assessing the risks of burnout was used to substantiate the role of psychophysiological indicators in determining prepathological states in workers of certain professions. The study was conducted using the Maslach Burnout Inventar (MBI-GS) questionnaire with subsequent statistical processing in the Jupiter Notebook environment. We used methods of logistic regression analysis and specialized software method “Eli-5”. To illustrate the mechanisms of action of medical-biological indicators the biological effects of electromagnetic radiation under conditions of low temperature were determined. The combined effect of these factors in a laboratory experiment for 30 days on the example of mature laboratory rats was studied. Results and discussion. The authors have proved that to effectively determine the risk groups for the development of professional burnout, it is advisable to use separate criterion-significant informative indicators using the Maslach Burnout-Inventar MBI-GS questionnaire. In addition, it is advisable to additionally determine the risks of developing burnout by the frequency of manifestations of symptoms of emotional exhaustion for the group of persons with prepathology. In order to prevent stress situational disorders among students when working with digital simulators, preliminary screening of emotional-stressful states with the subsequent application of psychocorrection measures is necessary. Modeling the complex effects of electromagnetic radiation and low temperatures made it possible to determine the features of the formation of biological effects in the body according to the criteria of physiological, morphological, immunological and biochemical changes. Thus, in the formation of the adaptive and immune response of the organism to the combined effect of these factors, the reduced temperature has a dominant share of the contribution. Conclusion. Our findings indicate that methodological approaches to the development of tools for the diagnosis of prepathological conditions, as the most effective element of primary prevention, should be based on the scientific basis of their structural elements. In the prevention of occupational diseases to the algorithm for determining the leading criteria for the recognition and differentiation of diseases at subclinical levels, it is advisable to include studies of a number of simple and effective medical-biological and psychophysiological indicators

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Framework for Developing a System for Monitoring Human Health in the Combined Action of Occupational Hazards Using Artificial Intelligence and IoT Technologies

Cited by 2 publications

References 21 publications

Caracterización de los efectos del estrés laboral en las funciones cognitivas del personal de las empresas hoteleras

Caracterización de los efectos del estrés laboral en las funciones cognitivas del personal de las empresas hoteleras

Methodological Approaches to the Development of Criteria for the Diagnosis of Prepathological States by Psychophysiological and Medical-Biological Indicators

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