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. 2020 Dec 18;8:e10520. doi: 10.7717/peerj.10520

Table 1. Studies on peripheral-physiological correlates of the flow state.

Ref. N subjects Age
mean/ range
Sample Experiment type Design Measure Peripheral-physiological correlates of flow
Kivikangas (2006) 32(m) 17–34 Healthy students FPS game: Halo: combat evolved 40 min gameplay FEMG, EDA Negative correlations between CS activity & flow
Chanel et al. (2008) 20 (7f) 27 Healthy participants Tetris game 5 min
Under-challenged, Flow,
Over-challenged
EDA, BP, Res, T Increase in EDA & HR with increasing difficulty
Nacke & Lindley (2008) 25(m) 19–38 Healthy students FPS game: Half-Life 2 10 min Under-challenged,
Immersion,
Flow
FEMG, EDA Highest ZM activity & EDA values in the flow condition
Drachen et al. (2010) 16 FPS games: Prey, Doom3, Biochock 20 min gameplay EDA, HR Negative correlation between HR & flow subscale score
Chanel et al. (2011) 20(7f) 27 Healthy participants Tetris game 5 min
Under-challenged, Flow,
Over-challenged
EDA, BP, Res, T, EEG Least LF-HRV in the flow condition
Keller et al. (2011) 8(4f)
61(m)
Healthy students Computerized knowledge task, Tetris game Under-challenged, Flow,
Over-challenged
HRV, Cortisol Lower HRV & higher cortisol in the flow condition
Peifer et al. (2014) 22(m) 20–34 Healthy students Cabin Air Management System software 60 min performance ECG, Cortisol Inverted U-shaped relationship of LF-HRV & cortisol level with the flow experience; positive linear relationship between HF-HRV & flow
Léger et al. (2014) 36 Healthy students Enterprise Resource Planning software Under-challenged, Flow,
Over-challenged
ECG, EDA, EEG Smaller variation of EDA, lower HR, & higher HRV in the flow condition
Harmat et al. (2015) 77(40f) 27 Healthy subjects Tetris game 6 min Under-challenged, Flow,
Over-challenged
fNIRS, ECG, Res Larger RD & lower LF-HRV in the flow condition
Tozman et al. (2015) 18(6f) 19 Healthy students Sporting race game: Rfactor 6 min Under-challenged, Flow,
Over-challenged
ECG Negative linear relationship between LF-HRV & flow in the flow condition; Inverted U-shaped relation between LF-HRV / HF-HRV & flow in the anxiety condition
Bian et al. (2016) 36(16f) 20–27 Healthy adults VR game: Air Bombardment 6 min gameplay ECG, Res, FEMG Inverted U-shaped relationship between LF-HRV, HF-HRV, & flow
Harris, Vine & Wilson (2016) 33(10f) 20 Healthy students Simulated car racing game Under-challenged, Flow,
Over-challenged
ECG, eye gaze position Lower SD of horizontal gaze position & Lower HF-HRV in the flow condition
Ulrich, Keller & Grön (2016) 23(m) 24 Healthy students Mental arithmetic task 30 s Under-challenged, Flow, Over-challenged fMRI, EDA Greater EDA in the flow condition
Tian et al. (2017) 40(27f) 17–24 Healthy students Blocmania 3D
game
6 min Under-challenged, Flow, Over-challenged ECG, Res, EDA Faster respiratory rate, increased RD, moderate HR, moderate HRV, & moderate EDA in the flow condition
De Sampaio Barros et al. (2018) 20 (7f) 26 Healthy adults Tetris, Pong games 3 min Under-challenged, Flow,
Over-challenged, Autonomy
ECG, Res, NIRS Lower HRV in the autonomy condition
Kozhevnikov et al. (2018) 56(17f) Healthy students Unreal Tournament 2004 game 30 min
Under-challenged, Flow,
Over-challenged
ECG Lower HF-HRV in the flow condition
Moreno et al. (2020) 1 27 Expert gamer Portal game 45 min
gameplay
EDA, EEG Increased EDA during moments of goal attainment

Notes.

ECG
electrocardiography
EEG
electroencephalography
FEMG
facial electromyography
EDA
electrodermal activity
BP
blood pressure
T
temperature
HR
heart rate
HP
heart period
ZM
zygomaticus major
CS
corrugator supercilii
HRV
heart rate variability
LF-HRV
low-frequency heart-rate variability
HF-HRV
high-frequency heart-rate variability
Res
respiration
RD
respiratory depth
fNIRS
functional near-infrared spectroscopy
NIRS
near-infrared spectroscopy
fMRI
functional magnetic resonance imaging
FPS
first person shooter
SD
standard deviation
m
male
f
female