Psychophysiological response of military pilots in different combat flight maneuvers in a flight simulator
Objective: To analyze the psychophysiological response during takeoff, landing, air-air attack and air-ground attack maneuvers. Methods: A total of 11 expert pilots (age=33.36 (5.37)) from the Spanish Air Force participated in this cross-sectional study. Participants had to complete in a flight simu...
- Autores:
-
Villafaina, Santos
Fuentes-García, Dr. Juan Pedro
Gusi, Narcis
Tornero-Aguilera, José F.
Clemente-Suárez, Vicente J.
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2021
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/8630
- Acceso en línea:
- https://hdl.handle.net/11323/8630
https://doi.org/10.1016/j.physbeh.2021.113483
https://repositorio.cuc.edu.co/
- Palabra clave:
- HRV
EEG
Army
Simulator
Flight
Combat
- Rights
- openAccess
- License
- Attribution-NonCommercial-NoDerivatives 4.0 International
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dc.title.spa.fl_str_mv |
Psychophysiological response of military pilots in different combat flight maneuvers in a flight simulator |
title |
Psychophysiological response of military pilots in different combat flight maneuvers in a flight simulator |
spellingShingle |
Psychophysiological response of military pilots in different combat flight maneuvers in a flight simulator HRV EEG Army Simulator Flight Combat |
title_short |
Psychophysiological response of military pilots in different combat flight maneuvers in a flight simulator |
title_full |
Psychophysiological response of military pilots in different combat flight maneuvers in a flight simulator |
title_fullStr |
Psychophysiological response of military pilots in different combat flight maneuvers in a flight simulator |
title_full_unstemmed |
Psychophysiological response of military pilots in different combat flight maneuvers in a flight simulator |
title_sort |
Psychophysiological response of military pilots in different combat flight maneuvers in a flight simulator |
dc.creator.fl_str_mv |
Villafaina, Santos Fuentes-García, Dr. Juan Pedro Gusi, Narcis Tornero-Aguilera, José F. Clemente-Suárez, Vicente J. |
dc.contributor.author.spa.fl_str_mv |
Villafaina, Santos Fuentes-García, Dr. Juan Pedro Gusi, Narcis Tornero-Aguilera, José F. Clemente-Suárez, Vicente J. |
dc.subject.spa.fl_str_mv |
HRV EEG Army Simulator Flight Combat |
topic |
HRV EEG Army Simulator Flight Combat |
description |
Objective: To analyze the psychophysiological response during takeoff, landing, air-air attack and air-ground attack maneuvers. Methods: A total of 11 expert pilots (age=33.36 (5.37)) from the Spanish Air Force participated in this cross-sectional study. Participants had to complete in a flight simulator the following missions: 1) takeoff; 2) Air-air attack; 3) Air-Ground attack, and 4) Landing. The electroencephalographic activity (EEG) and heart rate variability (HRV) were collected during all these maneuvers. Results: Significant higher values of theta (during takeoff, air-air attack and air-ground attack) EEG power spectrum were obtained when compared to baseline. Significant difference in the P3 scalp location was observed between landing and takeoff maneuvers in the beta EEG power spectrum. Furthermore, significant lower values of HRV were obtained during takeoff, landing, air-air attack and air-ground attack when compared to baseline values. Also, landing showed a higher sympathetic response when compared to takeoff maneuver. Conclusion: Takeoff, landing, air-air attack or air-ground attack maneuvers performed in a flight simulator produced significant changes in the electroencephalographic activity and autonomic modulation of professional pilots. Beta EEG power spectrum modifications suggest that landing maneuvers induced more attentional resources than takeoff. In the same line, a reduced HRV during landing was obtained when compared to takeoff. These results should be considered to training purposes. |
publishDate |
2021 |
dc.date.accessioned.none.fl_str_mv |
2021-09-06T14:17:14Z |
dc.date.available.none.fl_str_mv |
2021-09-06T14:17:14Z |
dc.date.issued.none.fl_str_mv |
2021 |
dc.type.spa.fl_str_mv |
Artículo de revista |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
dc.type.content.spa.fl_str_mv |
Text |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.redcol.spa.fl_str_mv |
http://purl.org/redcol/resource_type/ART |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/acceptedVersion |
format |
http://purl.org/coar/resource_type/c_6501 |
status_str |
acceptedVersion |
dc.identifier.uri.spa.fl_str_mv |
https://hdl.handle.net/11323/8630 |
dc.identifier.doi.spa.fl_str_mv |
https://doi.org/10.1016/j.physbeh.2021.113483 |
dc.identifier.instname.spa.fl_str_mv |
Corporación Universidad de la Costa |
dc.identifier.reponame.spa.fl_str_mv |
REDICUC - Repositorio CUC |
dc.identifier.repourl.spa.fl_str_mv |
https://repositorio.cuc.edu.co/ |
url |
https://hdl.handle.net/11323/8630 https://doi.org/10.1016/j.physbeh.2021.113483 https://repositorio.cuc.edu.co/ |
identifier_str_mv |
Corporación Universidad de la Costa REDICUC - Repositorio CUC |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.relation.references.spa.fl_str_mv |
A. Alaimo, A. Esposito, C. Orlando, A. Simoncini Aircraft pilots workload analysis: heart rate variability objective measures and nasa-task load index subjective evaluation Aerosp., 7 (9) (2020), p. 137 H.U. Amin, A.S. Malik, M. Hussain, N. Kamel, W.-.T. Chooi, Ieee Brain behavior during reasoning and problem solving task: an eeg study Paper Presented At the 5th International Conference On Intelligent and Advanced Systems (ICIAS), Kuala Lumpur, Malaysia (2014) T. Beauchaine Vagal tone, development, and gray's motivational theory: toward an integrated model of autonomic nervous system functioning in psychopathology Dev. Psychopathol., 13 (2) (2001), pp. 183-214 G.G. Berntson, G.J. Norman, L.C. Hawkley, J.T. Cacioppo Cardiac autonomic balance versus cardiac regulatory capacity Psychophysiol., 45 (4) (2008), pp. 643-652, 10.1111/j.1469-8986.2008.00652.x Á. Bustamante-Sánchez, V.J. Clemente-Suárez Psychophysiological response in night and instrument helicopter flights Ergon., 63 (4) (2020), pp. 399-406 Á. Bustamante-Sánchez, V.J. Clemente-Suárez Psychophysiological response to disorientation training in different aircraft pilots Appl. Psychophysiol. Biofeed., 45 (4) (2020), pp. 241-247 Á. Bustamante-Sánchez, M. Delgado-Terán, V.J. Clemente-Suárez Psychophysiological response of different aircrew in normobaric hypoxia training Ergon., 62 (2) (2019), pp. 277-285 A. Bustamante-Sánchez, J.F. Tornero-Aguilera, V.E. Fernández-Elías, A.J. Hormeño-Holgado, A.A. Dalamitros, V.J. Clemente-Suárez Effect of stress on autonomic and cardiovascular systems in military population: a systematic review Cardiol. Res. Pract., 2020 (2020) J.A. Caldwell, K.K. Hall, B.S. Erickson EEG data collected from helicopter pilots in flight are sufficiently sensitive to detect increased fatigue from sleep deprivation Int. J. Aviat. Psychol., 12 (1) (2002), pp. 19-32 X. Cao, P. MacNaughton, L.R. Cadet, J.G. Cedeno-Laurent, S. Flanigan, J. Vallarino, . . ., J.G. Allen Heart rate variability and performance of commercial airline pilots during flight simulations Int. J. Environ. Res. Pub. Hea., 16 (2) (2019), p. 237 V.J. Clemente-Suárez, J.J. Robles-Pérez Mechanical, physical, and physiological analysis of symmetrical and asymmetrical combat J. Streng. Condition. Res., 27 (9) (2013), pp. 2420-2426 V.J. Clemente-Suarez, P.R. Palomera, J.J. Robles-Pérez Psychophysiological response to acute-high-stress combat situations in professional soldiers Stress Heal., 34 (2) (2018), pp. 247-252 D. Collado-Mateo, J.C. Adsuar, P.R. Olivares, R. Cano-Plasencia, N. Gusi Using a dry electrode eeg device during balance tasks in healthy young-adult males: test-retest reliability analysis Somatosens. Mot. Res., 32 (4) (2015), pp. 219-226, 10.3109/08990220.2015.1074566 H. Coolican Research Methods and Statistics in Psychology Psychology Press (2017) N. Dahlstrom, S. Nahlinder Mental workload in aircraft and simulator during basic civil aviation training Int. J. Aviat. Psychol., 19 (4) (2009), pp. 309-325 R. Delgado-Moreno, J.J. Robles-Pérez, S. Aznar-Laín, V.J. Clemente-Suárez Effect of experience and psychophysiological modification by combat stress in soldier's memory J. Med. Syst., 43 (6) (2019), p. 150 R. Delgado-Moreno, J.J. Robles-Pérez, V.J. Clemente-Suárez Combat stress decreases memory of warfighters in action J. Med. Syst., 41 (8) (2017), p. 124 A. Delorme, S. Makeig EEGLAB: an open source toolbox for analysis of single-trial eeg dynamics including independent component analysis J. Neurosci. Meth., 134 (1) (2004), pp. 9-21 A. Delorme, J. Palmer, J. Onton, R. Oostenveld, S. Makeig Independent eeg sources are dipolar PLoS ONE, 7 (2) (2012), p. e30135 M. Diaz-Manzano, J.P. Fuentes, J. Fernandez-Lucas, S. Aznar-Lain, V.J. Clemente-Suárez Higher use of techniques studied and performance in melee combat produce a higher psychophysiological stress response Stress Heal., 34 (5) (2018), pp. 622-628 C.O. Fritz, P.E. Morris, J.J. Richler Effect size estimates: current use, calculations, and interpretation J. Experim. Psychology-General, 141 (1) (2012), pp. 2-18, 10.1037/a0024338 J.P. Fuentes-Garcia, V.J. Clemente-Suarez, M.A. Marazuela-Martinez, J.F. Tornero-Aguilera, S. Villafaina Impact of real and simulated flights on psychophysiological response of military pilots Int. J. Environ. Res. Pub. Heal., 18 (2) (2021), 10.3390/ijerph18020787 J.P. Fuentes-Garcia, T. Pereira, M.A. Castro, A. Carvalho Santos, S. Villafaina Psychophysiological stress response of adolescent chess players during problem-solving tasks Physiol. Behav., 209 (2019), Article 112609, 10.1016/j.physbeh.2019.112609 J.P. Fuentes, S. Villafaina, D. Collado-Mateo, R. de la Vega, N. Gusi, V.J. Clemente-Suarez Use of biotechnological devices in the quantification of psychophysiological workload of professional chess players J. Med. Syst., 42 (3) (2018), p. 40, 10.1007/s10916-018-0890-0 J.P. Fuentes, S. Villafaina, D. Collado-Mateo, R. de la Vega, P.R. Olivares, V.J. Clemente-Suárez Differences between high vs low performance chess players in heart rate variability during chess problems Front Psychol., 10 (2019), p. 409 S.J. Gerathewohl, ... Fidelity of Simulation and Transfer of training: a Review of the problem: US Department of Transportation Federal Aviation Administration (1969) T.C. Hankins, G.F. Wilson A comparison of heart rate, eye activity, eeg and subjective measures of pilot mental workload during flight Aviat. Space Environ. Med., 69 (4) (1998), p. 360 A.J. Hormeño-Holgado, V.J. Clemente-Suárez Effect of different combat jet manoeuvres in the psychophysiological response of professional pilots Physiol. Behav., 208 (2019), Article 112559 K. Inanaga Frontal midline theta rhythm and mental activity Psychia. Clin. Neurosci., 52 (6) (1998), pp. 555-566, 10.1046/j.1440-1819.1998.00452.x R. Ishii, L. Canuet, T. Ishihara, Y. Aoki, S. Ikeda, M. Hata, . . ., M. Takeda Frontal midline theta rhythm and gamma power changes during focused attention on mental calculation: an meg beamformer analysis Front Hum. Neurosci., 8 (2014), p. 406 O. Jensen, C.D. Tesche Frontal theta activity in humans increases with memory load in a working memory task Euro. J. Neurosci., 15 (8) (2002), pp. 1395-1399, 10.1046/j.1460-9568.2002.01975.x C.H. Lamarche, R.D. Ogilvie Electrophysiological changes during the sleep onset period of psychophysiological insomniacs, psychiatric insomniacs, and normal sleepers Sleep, 20 (9) (1997), pp. 724-733 C.L. Lin, M. Jung, Y.C. Wu, C.T. Lin, H.C. She, Ieee Brain dynamics of mathematical problem solving Paper Presented At the 34th Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS), San Diego, CA (2012) M. Lundqvist, P. Herman, A. Lansner Theta and gamma power increases and alpha/beta power decreases with memory load in an attractor network model J. Cogn. Neurosci., 23 (10) (2011), pp. 3008-3020 C. Lustenberger, M.R. Boyle, A.A. Foulser, J.M. Mellin, F. Frohlich Functional role of frontal alpha oscillations in creativity Cort., 67 (2015), pp. 74-82, 10.1016/j.cortex.2015.03.012 S. Magnusson Similarities and differences in psychophysiological reactions between simulated and real air-to-ground missions Int. J. Aviat. Psychol., 12 (1) (2002), pp. 49-61 L. Pion-Tonachini, K. Kreutz-Delgado, S. Makeig The iclabel dataset of electroencephalographic (eeg) independent component (ic) features Dat. Brief, 25 (2019), Article 104101, 10.1016/j.dib.2019.104101 Ruffini, G., Dunne, S., Farres, E., Cester, I., Watts, P.C.P., Silva, S.R.P., . . . Ieee. (2007). ENOBIO dry electrophysiology electrode; first human trial plus wireless electrode system. Paper Presented At the Conf Proc IEEE Eng Med Biol Soc. E. Salas, C.A. Bowers, L. Rhodenizer It is not how much you have but how you use it: toward a rational use of simulation to support aviation training Int. J. Aviat. Psychol., 8 (3) (1998), pp. 197-208 F. Shaffer, R. McCraty, C.L. Zerr A healthy heart is not a metronome: an integrative review of the heart’s anatomy and heart rate variability Front. Psychol., 5 (2014), p. 1040, 10.3389/fpsyg.2014.01040 V.J.C. Suárez, J.J.R Pérez Psycho-physiological response of soldiers in urban combat Anales Psicol./Ann. Psychol., 29 (2) (2013), pp. 598-603 M.P. Tarvainen, J.-.P. Niskanen, J.A. Lipponen, P.O. Ranta-aho, P.A. Karjalainen Kubios hrv - heart rate variability analysis software Comput. Meth. Prog. Biomed., 113 (1) (2014), pp. 210-220, 10.1016/j.cmpb.2013.07.024 M.P. Tarvainen, P.O. Ranta-Aho, P.A.J.I.T.o.B.E Karjalainen Advan. Detrend. Meth. Appl. HRV. Analy., 49 (2) (2002), pp. 172-175 J.F. Thayer, F. Ahs, M. Fredrikson, J.J. Sollers III, T.D Wager A meta-analysis of heart rate variability and neuroimaging studies: implications for heart rate variability as a marker of stress and health Neurosci. Biobehav. Rev., 36 (2) (2012), pp. 747-756, 10.1016/j.neubiorev.2011.11.009 J.A. Veltman A comparative study of psychophysiological reactions during simulator and real flight Int. J. Aviat. Psychol., 12 (1) (2002), pp. 33-48 Vicente-Rodriguez, M., & Clemente-Suárez, V.J. (2020). Psychophysiological anxiety response of a rescue helicopter crew in a crane rescue manoeuvre. BMJ. Mil. Heal. M. Vicente-Rodríguez, J.P. Fuentes-Garcia, V.J. Clemente-Suárez Psychophysiological stress response in an underwater evacuation training Int. J. Environ. Res. Pub. Heal., 17 (7) (2020), p. 2307 G.F. Wilson An analysis of mental workload in pilots during flight using multiple psychophysiological measures Int. J. Aviat. Psychol., 12 (1) (2002), pp. 3-18 G.F. Wilson A comparison of three cardiac ambulatory recorders using flight data Int. J. Aviat. Psychol., 12 (1) (2002), pp. 111-119 K. Zużewicz, B. Biernat, G. Kempa, K. Kwarecki Heart rate variability in exposure to high altitude hypoxia of short duration Int. J. Occup. Safety Ergon., 5 (3) (1999), pp. 337-346 |
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Villafaina, SantosFuentes-García, Dr. Juan PedroGusi, NarcisTornero-Aguilera, José F.Clemente-Suárez, Vicente J.2021-09-06T14:17:14Z2021-09-06T14:17:14Z2021https://hdl.handle.net/11323/8630https://doi.org/10.1016/j.physbeh.2021.113483Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/Objective: To analyze the psychophysiological response during takeoff, landing, air-air attack and air-ground attack maneuvers. Methods: A total of 11 expert pilots (age=33.36 (5.37)) from the Spanish Air Force participated in this cross-sectional study. Participants had to complete in a flight simulator the following missions: 1) takeoff; 2) Air-air attack; 3) Air-Ground attack, and 4) Landing. The electroencephalographic activity (EEG) and heart rate variability (HRV) were collected during all these maneuvers. Results: Significant higher values of theta (during takeoff, air-air attack and air-ground attack) EEG power spectrum were obtained when compared to baseline. Significant difference in the P3 scalp location was observed between landing and takeoff maneuvers in the beta EEG power spectrum. Furthermore, significant lower values of HRV were obtained during takeoff, landing, air-air attack and air-ground attack when compared to baseline values. Also, landing showed a higher sympathetic response when compared to takeoff maneuver. Conclusion: Takeoff, landing, air-air attack or air-ground attack maneuvers performed in a flight simulator produced significant changes in the electroencephalographic activity and autonomic modulation of professional pilots. Beta EEG power spectrum modifications suggest that landing maneuvers induced more attentional resources than takeoff. In the same line, a reduced HRV during landing was obtained when compared to takeoff. These results should be considered to training purposes.Villafaina, SantosFuentes-García, Dr. Juan PedroGusi, NarcisTornero-Aguilera, José F.Clemente-Suárez, Vicente J.application/pdfengAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Physiology & Behaviorhttps://www.sciencedirect.com/science/article/abs/pii/S0031938421001748?via%3DihubHRVEEGArmySimulatorFlightCombatPsychophysiological response of military pilots in different combat flight maneuvers in a flight simulatorArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/acceptedVersionA. Alaimo, A. Esposito, C. Orlando, A. Simoncini Aircraft pilots workload analysis: heart rate variability objective measures and nasa-task load index subjective evaluation Aerosp., 7 (9) (2020), p. 137H.U. Amin, A.S. Malik, M. Hussain, N. Kamel, W.-.T. Chooi, Ieee Brain behavior during reasoning and problem solving task: an eeg study Paper Presented At the 5th International Conference On Intelligent and Advanced Systems (ICIAS), Kuala Lumpur, Malaysia (2014)T. Beauchaine Vagal tone, development, and gray's motivational theory: toward an integrated model of autonomic nervous system functioning in psychopathology Dev. Psychopathol., 13 (2) (2001), pp. 183-214G.G. Berntson, G.J. Norman, L.C. Hawkley, J.T. Cacioppo Cardiac autonomic balance versus cardiac regulatory capacity Psychophysiol., 45 (4) (2008), pp. 643-652, 10.1111/j.1469-8986.2008.00652.xÁ. Bustamante-Sánchez, V.J. Clemente-Suárez Psychophysiological response in night and instrument helicopter flights Ergon., 63 (4) (2020), pp. 399-406Á. Bustamante-Sánchez, V.J. Clemente-Suárez Psychophysiological response to disorientation training in different aircraft pilots Appl. Psychophysiol. Biofeed., 45 (4) (2020), pp. 241-247Á. Bustamante-Sánchez, M. Delgado-Terán, V.J. Clemente-Suárez Psychophysiological response of different aircrew in normobaric hypoxia training Ergon., 62 (2) (2019), pp. 277-285A. Bustamante-Sánchez, J.F. Tornero-Aguilera, V.E. Fernández-Elías, A.J. Hormeño-Holgado, A.A. Dalamitros, V.J. Clemente-Suárez Effect of stress on autonomic and cardiovascular systems in military population: a systematic review Cardiol. Res. Pract., 2020 (2020)J.A. Caldwell, K.K. Hall, B.S. Erickson EEG data collected from helicopter pilots in flight are sufficiently sensitive to detect increased fatigue from sleep deprivation Int. J. Aviat. Psychol., 12 (1) (2002), pp. 19-32X. Cao, P. MacNaughton, L.R. Cadet, J.G. Cedeno-Laurent, S. Flanigan, J. Vallarino, . . ., J.G. Allen Heart rate variability and performance of commercial airline pilots during flight simulations Int. J. Environ. Res. Pub. Hea., 16 (2) (2019), p. 237V.J. Clemente-Suárez, J.J. Robles-Pérez Mechanical, physical, and physiological analysis of symmetrical and asymmetrical combat J. Streng. Condition. Res., 27 (9) (2013), pp. 2420-2426V.J. Clemente-Suarez, P.R. Palomera, J.J. Robles-Pérez Psychophysiological response to acute-high-stress combat situations in professional soldiers Stress Heal., 34 (2) (2018), pp. 247-252D. Collado-Mateo, J.C. Adsuar, P.R. Olivares, R. Cano-Plasencia, N. Gusi Using a dry electrode eeg device during balance tasks in healthy young-adult males: test-retest reliability analysis Somatosens. Mot. Res., 32 (4) (2015), pp. 219-226, 10.3109/08990220.2015.1074566H. Coolican Research Methods and Statistics in Psychology Psychology Press (2017)N. Dahlstrom, S. Nahlinder Mental workload in aircraft and simulator during basic civil aviation training Int. J. Aviat. Psychol., 19 (4) (2009), pp. 309-325R. Delgado-Moreno, J.J. Robles-Pérez, S. Aznar-Laín, V.J. Clemente-Suárez Effect of experience and psychophysiological modification by combat stress in soldier's memory J. Med. Syst., 43 (6) (2019), p. 150R. Delgado-Moreno, J.J. Robles-Pérez, V.J. Clemente-Suárez Combat stress decreases memory of warfighters in action J. Med. Syst., 41 (8) (2017), p. 124A. Delorme, S. Makeig EEGLAB: an open source toolbox for analysis of single-trial eeg dynamics including independent component analysis J. Neurosci. Meth., 134 (1) (2004), pp. 9-21A. Delorme, J. Palmer, J. Onton, R. Oostenveld, S. Makeig Independent eeg sources are dipolar PLoS ONE, 7 (2) (2012), p. e30135M. Diaz-Manzano, J.P. Fuentes, J. Fernandez-Lucas, S. Aznar-Lain, V.J. Clemente-Suárez Higher use of techniques studied and performance in melee combat produce a higher psychophysiological stress response Stress Heal., 34 (5) (2018), pp. 622-628C.O. Fritz, P.E. Morris, J.J. Richler Effect size estimates: current use, calculations, and interpretation J. Experim. Psychology-General, 141 (1) (2012), pp. 2-18, 10.1037/a0024338J.P. Fuentes-Garcia, V.J. Clemente-Suarez, M.A. Marazuela-Martinez, J.F. Tornero-Aguilera, S. Villafaina Impact of real and simulated flights on psychophysiological response of military pilots Int. J. Environ. Res. Pub. Heal., 18 (2) (2021), 10.3390/ijerph18020787J.P. Fuentes-Garcia, T. Pereira, M.A. Castro, A. Carvalho Santos, S. Villafaina Psychophysiological stress response of adolescent chess players during problem-solving tasks Physiol. Behav., 209 (2019), Article 112609, 10.1016/j.physbeh.2019.112609J.P. Fuentes, S. Villafaina, D. Collado-Mateo, R. de la Vega, N. Gusi, V.J. Clemente-Suarez Use of biotechnological devices in the quantification of psychophysiological workload of professional chess players J. Med. Syst., 42 (3) (2018), p. 40, 10.1007/s10916-018-0890-0J.P. Fuentes, S. Villafaina, D. Collado-Mateo, R. de la Vega, P.R. 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