Affiliation:
1. Belarusian State University of Informatics and Radioelectronics
Abstract
The effectiveness of biofeedback training for the development of relaxation skills using the NeuroDog hardware-software complex is investigated. The relaxation skill is one of the conditions for maintaining the functional state of drivers and assistant drivers of locomotive crews at an optimal level during a working trip, and it is also one of the factors for a successful inter-trip rest. A multiple regression analysis has been carried out, which allows to predict the indicators characterizing the success of developing the relaxation skill, depending on the severity of psychophysiological and personal indicators of drivers and assistant drivers of locomotive crews. Two regression models have been constructed to explain the dependence of the indicators of developing the skill of achieving relaxation on the psychophysiological and personal characteristics of drivers and assistant drivers of locomotive crews. Models are characterized by sufficient quality. Quality indicators: of the first regression model – coefficient of determination R2 = 0.71 (with F(40, 65) = 4.06, p = 0.00000027), Durbin-Watson statistics d = 1.81, of the second regression model – R2 = 0.75 (with F(49, 56) = 3.51, p = 0.0000043), d = 2.09. To predict the indicators of developing the skill of achieving relaxation, regression equations were obtained depending on the severity of psychophysiological and personal indicators of locomotive crew drivers.
Publisher
Belarusian State University of Informatics and Radioelectronics
Subject
General Economics, Econometrics and Finance
Reference6 articles.
1. Gedranovich Yu. A., Savchenko V. V., Yashin K. D., Shcherbina N. V. (2016) Review and Comparative Analysis of Methods and Systems for the Development of Relaxation Skills. Chelovecheskiy Faktor: Problemy Psikhologii i Ergonomiki = Human Factor: Problems of Psychology and Ergonomics. (1), 62–69 (in Russian).
2. Gedranovich Yu. A., Savchenko V. V., Yashin K. D., Shcherbina N. V. (2016) Review and Comparative Analysis of Methods and Systems for the Development of Relaxation Skills. Chelovecheskiy Faktor: Problemy Psikhologii i Ergonomiki = Human Factor: Problems of Psychology and Ergonomics. (2), 44–50 (in Russian).
3. Shcherbina N. V., Savchenko V. V., Yashin K. D. (2019) Research of the Method of Developing a Skill for Relaxation with Biological Feedback on the Parameters of Electrodermal Activity. Novosti MedikoBiologicheskikh Nauk = News of Medical and Biological Sciences. (1), 65–73 (in Russian).
4. Shcherbina N. V. (2021) Regulation of the Functional State of Locomotive Crew Drivers Using Biofeedback Training: Factor Analysis of Experimental Data. Doklady BGUIR = Doklady BGUIR. 19 (4), 28–36. DOI: 10.35596/1729-7648-2021-19-4-28-36 (in Russian).
5. Shcherbina N. V. (2022) Analysis of Differences between Groups of Locomotive Crew Drivers with Different Degrees of Ability to Arbitrarily Regulate their Functional State. Doklady BGUIR = Doklady BGUIR. 20 (2), 21–29. DOI: 10.35596/1729-7648-2022-20-2-21-29 (in Russian).