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Purpose of the study. The goal is to conduct a comparative analysis of the correlation of learning success with self-assessment of physical and mental status and objective health status, taking into account the influence of demographic and socio-economic variables in senior students of medical and humanitarian specialties Materials and methods. The study was conducted from 01.12. 2017 to 01.03.2019 at the Far Eastern Federal University and the Pacific State Medical University. The sample size was 410 students (207 (50.6%) female, 203 (49.4%) male, average age 21.5 (1.2) years), who at the time of the study were studying in 4–6 courses. Information on demographic parameters, social conditions of study, residence, subjective data on morbidity and appeal was collected using: a comprehensive questionnaire on student status of a university (Pozdeeva, 2008; with additions of authors). The objective state of health and the comorbidity index were investigated when studying the medical documentation of medical institutions attached: Form 025 / y; 001–1 / y; 062 / y. In the study of quality of life associated with health, we used the international questionnaire “A short form of self-assessment of quality of life related to health MOS SF-36”. Results. The total score of self-esteem of physical well-being among students of humanities was 66.1 points, among students of medical specialties 56.4 points. Academic performance was higher among students of both directions, marking their learning conditions as satisfactory and good (r = 0.034; r = 0.048 / r = 0.045; r = 0.065). Student performance was also higher for students in both areas, evaluating the quality of education as high (r = 0.032; r = 0.046 / r = 0.033; r = 0.043), but lower for students with a high comorbidity index (r = –0.038 / r = –0.036). We also found that an increase in the number of HRQoL points is accompanied by a significant increase in academic performance in students of both directions (r = 0.035; r = 0.045 / r = 0.033; r = 0.050). An analysis of the linear regression model describing the association of academic performance with variables in the pooled sample revealed that this indicator strongly correlates with the comorbidity index (r = 8.27), HRQoL (r = 7.28), quality of education, and family income (5.55 / 5.06). At the same time, academic performance had an unreliable relationship with age, individual income, and weakly correlated with the conditions of study and residence. Conclusion. Chronic morbidity among senior medical and humanitarian students is high (comorbidity index 1.5–1.7), but the total self-assessment of the quality of life associated with health is 59–62 points and falls within the normal range of values. Thus, despite the high level of chronic somatic pathology, students generally positively assess their physical and psychological status.
Purpose of the study. The goal is to conduct a comparative analysis of the correlation of learning success with self-assessment of physical and mental status and objective health status, taking into account the influence of demographic and socio-economic variables in senior students of medical and humanitarian specialties Materials and methods. The study was conducted from 01.12. 2017 to 01.03.2019 at the Far Eastern Federal University and the Pacific State Medical University. The sample size was 410 students (207 (50.6%) female, 203 (49.4%) male, average age 21.5 (1.2) years), who at the time of the study were studying in 4–6 courses. Information on demographic parameters, social conditions of study, residence, subjective data on morbidity and appeal was collected using: a comprehensive questionnaire on student status of a university (Pozdeeva, 2008; with additions of authors). The objective state of health and the comorbidity index were investigated when studying the medical documentation of medical institutions attached: Form 025 / y; 001–1 / y; 062 / y. In the study of quality of life associated with health, we used the international questionnaire “A short form of self-assessment of quality of life related to health MOS SF-36”. Results. The total score of self-esteem of physical well-being among students of humanities was 66.1 points, among students of medical specialties 56.4 points. Academic performance was higher among students of both directions, marking their learning conditions as satisfactory and good (r = 0.034; r = 0.048 / r = 0.045; r = 0.065). Student performance was also higher for students in both areas, evaluating the quality of education as high (r = 0.032; r = 0.046 / r = 0.033; r = 0.043), but lower for students with a high comorbidity index (r = –0.038 / r = –0.036). We also found that an increase in the number of HRQoL points is accompanied by a significant increase in academic performance in students of both directions (r = 0.035; r = 0.045 / r = 0.033; r = 0.050). An analysis of the linear regression model describing the association of academic performance with variables in the pooled sample revealed that this indicator strongly correlates with the comorbidity index (r = 8.27), HRQoL (r = 7.28), quality of education, and family income (5.55 / 5.06). At the same time, academic performance had an unreliable relationship with age, individual income, and weakly correlated with the conditions of study and residence. Conclusion. Chronic morbidity among senior medical and humanitarian students is high (comorbidity index 1.5–1.7), but the total self-assessment of the quality of life associated with health is 59–62 points and falls within the normal range of values. Thus, despite the high level of chronic somatic pathology, students generally positively assess their physical and psychological status.
Purpose of the study. To study the comparative state and variability of cognitive capabilities, the degree of their correlation with the subjective and objective state of health among students of a medical university. Materials and methods. The study was carried out during the year from 01.12.2018 to 01.12.2019 at the Far Eastern Federal University and the Pacific State Medical University. The sample size is 394 respondents. The response rate is 91.9%. The state of co‑cognitive functions was determined according to the Montreal scale for assessing cognitive functions (IOC‑test; MoCA, Montreal Cognitive Assessment). For the self‑assessment of the quality of life, the “Brief form of self‑assessment of the quality of life related to health MOS SF‑36” (MOS SF – Medical Outcomes Study‑Short Form) was used. To collect information on social, economic, physiological, behavioral status, a specialized questionnaire Pozdeeva (2008) and standard medical documentation were used. Results. The total indicator of the assessment of cognitive functions in students was 26.1 points, in senior students it was slightly higher (26.8/25.5, p≥0.05). It was found that in the learning process, students significantly increase the level of executive functions (3.1/3.8, p≤0.05), attention, concentration and working memory (4.2/4.8, p≤0.05). The final assessment of physical health among primary students was 69 points, for senior students – 72 points. The indicator of mental health among students of the initial period of study was estimated at 52 points, among graduates – at 62 points (p≤0.05). The composite indicator of the quality of life associated with health was equal to 60 points for 1–3 year students, 67 points for 4–6 year students, (p≤0.05). The students of both age cohorts had a high incidence of chronic somatic pathology, the comorbidity index was 0.6, however, the number of visits to the doctor among senior students was significantly lower, in junior years (3.2/2.1, p≤0.05). The total indicator of the students' cognitive function was most strongly associated with physical activity (r=0.85, p≤0.05) and the state of physical health (r=0.73, p≤0.05). Conclusions. Cognitive functions in medical students correspond to normal values. The activity of executive functions, attention, concentration and working memory significantly improves in the process of studying at a medical university. Medical students value their health‑related quality of life highly, but most of them have chronic medical conditions. Senior students assess their psychological status more highly by optimizing the emotional component. The total indicator of the cognitive function of students is interrelated with the frequency of physical activity, the state of physical health, quality of nutrition, self‑assessment of mental health and psychological comfort.
Цель работы – выявить природу причинно-следственной связи между характеристиками дефицитарного страха и показателями актуального самовосприятия. В рамках эмпирического исследования студентов, находящихся в условиях самоизоляции в период пандемии COVID-19, проведен анализ с использованием авторского метода зависимостей дефицитарного страха от компонент актуального самовосприятия на предмет линейности-нелинейности и сделан вывод о нелинейной природе этих зависимостей. Все линейные корреляции между показателями дефицитарного страха и компонентами актуального самовосприятия не превышают по модулю 0,25, т. е. они крайне слабые, и говорить о поставленной проблеме с позиции линейных моделей неприемлемо. Чтобы понять природу дефицитарного страха, необходимо уходить от линейных моделей. Для двух показателей дефицитарного страха и 26 показателей актуального самовосприятия в рамках модели для кварт независимой переменной было выявлено пять сильных простейших нелинейных зависимостей, демонстрирующих ошибку 1-го типа, когда корреляция крайне мала, меньше по модулю даже порога значимых значений (0,17), а потому связи нет в рамках линейной модели корреляционного анализа. Одна зависимость демонстрирует ошибку 2-го типа, когда сильная нелинейная зависимость в рамках линейной модели сторонниками значимой корреляции будет рассматриваться как значимая линейная связь (очень слабый коэффициент корреляции –0,18 превосходит по модулю порог (0,17) значимости). Выход за рамки линейных моделей дает принципиально новую информацию об изучаемом феномене дефицитарного страха, а линейные модели в данном случае неприемлемы, они только могут крайне исказить результаты и натолкнуть на ошибочные выводы и интерпретации. Aim: to reveal the nature of the causal relationship between the characteristics of Deficient fear and indicators of actual self-perception. As part of an empirical study of students in self-isolation during the COVID-19 pandemic, an analysis was made using the author’s method of Deficient fear dependencies on the components of actual self-perception for linearity-nonlinearity, and a conclusion was made about the nonlinear nature of these dependencies. All linear correlations between indicators of deficient fear and components of actual self-perception do not exceed 0.25 in modulus, i.e. they are extremely weak, and it is unacceptable to speak about the problem posed from the standpoint of linear models. For two indicators of deficient fear and 26 indicators of actual self-perception, within the framework of the model for quarts of an independent variable, five strong simplest non-linear dependencies were identified, demonstrating a type 1 error, when the correlation is extremely small, even less than the threshold of “significant” values (0.17), and therefore there is no connection within the framework of the linear model of correlation analysis. One dependence demonstrates a type 2 error, when a strong non-linear dependence in the framework of a linear model will be considered by supporters of a “significant” correlation as a “significant” linear relationship (a very weak correlation coefficient of –0.18 exceeds the threshold (0.17) of “significance” in absolute value). Going beyond linear models gives fundamentally new information about the phenomenon of deficient fear under study. The article provides detailed descriptions and interpretations of two of the six found strong dependencies (the rest are presented in the tables), visual graphical representations are considered, as well as their most probable estimates in the traditional approach.
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