TY - BOOK
T1 - Influence of a resilience intervention on heart rate variability and performance and decision-making in stressful environments
AU - South, Daryl
PY - 2018
Y1 - 2018
N2 - The
over-arching purpose of this thesis was to investigate whether an intervention
that teaches a person to mediate their physiological stress response can also
improve decision-making in a time constrained environment that also involves
mild stress. The decision-making context that this thesis seeks to inform is
the soldier walking the streets during a contemporary peace keeping or combat
patrol. The interaction between a person’s physiology and cognition is
particularly important for the purposes of this thesis. The resilience
intervention investigated was a psychophysiological intervention that uses a
heart rate variability (HRV) monitor (the emWave2 HRV monitor) in support of a
range of techniques developed to teach a person to mediate their stress
response. Sustained practice of these techniques has been shown to improve a
person’s resting HRV. Given that resting HRV is also related with a person’s
cognitive performance, this thesis sought to observe this relationship in a
simulated military decision-making situation. Several studies were conducted to
test the thesis that an intervention that teaches a person to mediate their
physiological stress response can also improve decision-making in a time
constrained environment that also involves mild stress.
The capture
and analysis of HRV data is central to this research. The emW (emW) uses
photoplethysmography (PPG) to capture and record HRV data. PPG HRV devices are
becoming readily available for a variety of applications; however, their use
for research purposes remains a topic of some debate. Study One validated the
emW against an Electrocardiogram (ECG) to ensure the validity of later studies
in support of this research thesis. Five minutes of participant (n = 15) resting HRV data were simultaneously
recorded using both an ECG and an emW. ECG R-R Interval data and time measures,
and emW R-R Interval .txt files were imported into Graphpad Prism software
(version 7) for R-R Interval overlay plots, Bland-Altman analysis, Linear
Regression Analysis and t-test analysis. Bland-Altman analysis identified a
generally good agreement between the ECG and emW R-R interval data. Eleven data
sets showed good agreement: four data sets showed a bias of <.0001 ms, and a
further nine data sets were <.01. The findings of this study suggest that the emW can be used in HRV
research applications, if the researcher is fully informed of the strengths and
limitations of the device.
Study two
sought to further validate the emW as a suitable instrument to detect the difference
in two different cognitive processes associated with two different cognitive
tasks as measured by HRV. Condition
A was a Go/NoGo working memory task, and Condition B was a sustained attention
Spatial Reasoning task. The order of the Condition A and Condition B tasks was
counterbalanced across participants (n
= 15) by alternating the order in which each successive participant completed
the Condition A and Condition B tasks. Significant effect was found for two HRV
measures when analysing resting HRV, Condition A, and Condition B tasks. Of
particular note, subsequent analysis of HRV when analysing resting HRV,
Condition A task practice session and Condition B identifies significant
difference in six HRV measures between both resting HRV and the Condition A
task, and between the Condition A and Condition B tasks. These results
suggest that HRV data acquired by the emW can differentiate between a person’s
resting state, undertaking an intuitive decision-making task, and completing a
deliberate problem solving task.
The results also suggest that HRV is susceptible to changes in cognitive approach during task
conduct. The different results for Condition A and Condition A practice suggest
task familiarity changes the cognitive approach of a participant: this is an
important finding given the nature of the research thesis and the context of
military decision-making for the soldier undertaking a peace keeping or combat
patrol.
The Third
study examined an intervention that trains a person to mediate their HRV. To investigate
if this program can improve a person’s resting HRV, and if any improvement in
resting HRV is associated with improved performance in a decision-making task
under conditions of no stress and mild stress. The absence of significant
effect for group (Control group and Intervention group) across HRV measures
suggests that the Intervention Program did not have an effect on the resting
HRV of the intervention group participants: however, the reason for this is
most likely that many of the participants didn’t commit to practicing the
techniques.
The
significant effect for condition (no stress and stress) in both HRV measures
and game scores supports much earlier research that decision-making is degraded
under conditions of stress. Whilst this is not a new finding, the nature of the
decision-making task used in this study suggests an important line of inquiry
in the conduct of decision-making under stress research. Currently there is
some divide between decision-making research conducted in experimental settings,
and decision research conducted in naturalistic settings. The challenge with
naturalistic settings is establishing reliable and valid measures of
decision-making. Many naturalistic decision-making research relies on
self-report, or subjective measures of decision success. Studies conducted in
experimental settings tend to be further removed from real life decision-making
situations. The results from this study suggest that a middle ground can be
found, allowing for valid and reliable collection of quantitative data for both physiological factors
and for decision-making success.
The
combined results of the three studies inform decision-making in the military
environment. In particular the findings confirm the complex relationship
between cognition and physiology, whilst also accounting for the ecological
factors that influence the decision maker. This research is novel in that it
combines these three elements, and it does so in the context of military
decision-making.
AB - The
over-arching purpose of this thesis was to investigate whether an intervention
that teaches a person to mediate their physiological stress response can also
improve decision-making in a time constrained environment that also involves
mild stress. The decision-making context that this thesis seeks to inform is
the soldier walking the streets during a contemporary peace keeping or combat
patrol. The interaction between a person’s physiology and cognition is
particularly important for the purposes of this thesis. The resilience
intervention investigated was a psychophysiological intervention that uses a
heart rate variability (HRV) monitor (the emWave2 HRV monitor) in support of a
range of techniques developed to teach a person to mediate their stress
response. Sustained practice of these techniques has been shown to improve a
person’s resting HRV. Given that resting HRV is also related with a person’s
cognitive performance, this thesis sought to observe this relationship in a
simulated military decision-making situation. Several studies were conducted to
test the thesis that an intervention that teaches a person to mediate their
physiological stress response can also improve decision-making in a time
constrained environment that also involves mild stress.
The capture
and analysis of HRV data is central to this research. The emW (emW) uses
photoplethysmography (PPG) to capture and record HRV data. PPG HRV devices are
becoming readily available for a variety of applications; however, their use
for research purposes remains a topic of some debate. Study One validated the
emW against an Electrocardiogram (ECG) to ensure the validity of later studies
in support of this research thesis. Five minutes of participant (n = 15) resting HRV data were simultaneously
recorded using both an ECG and an emW. ECG R-R Interval data and time measures,
and emW R-R Interval .txt files were imported into Graphpad Prism software
(version 7) for R-R Interval overlay plots, Bland-Altman analysis, Linear
Regression Analysis and t-test analysis. Bland-Altman analysis identified a
generally good agreement between the ECG and emW R-R interval data. Eleven data
sets showed good agreement: four data sets showed a bias of <.0001 ms, and a
further nine data sets were <.01. The findings of this study suggest that the emW can be used in HRV
research applications, if the researcher is fully informed of the strengths and
limitations of the device.
Study two
sought to further validate the emW as a suitable instrument to detect the difference
in two different cognitive processes associated with two different cognitive
tasks as measured by HRV. Condition
A was a Go/NoGo working memory task, and Condition B was a sustained attention
Spatial Reasoning task. The order of the Condition A and Condition B tasks was
counterbalanced across participants (n
= 15) by alternating the order in which each successive participant completed
the Condition A and Condition B tasks. Significant effect was found for two HRV
measures when analysing resting HRV, Condition A, and Condition B tasks. Of
particular note, subsequent analysis of HRV when analysing resting HRV,
Condition A task practice session and Condition B identifies significant
difference in six HRV measures between both resting HRV and the Condition A
task, and between the Condition A and Condition B tasks. These results
suggest that HRV data acquired by the emW can differentiate between a person’s
resting state, undertaking an intuitive decision-making task, and completing a
deliberate problem solving task.
The results also suggest that HRV is susceptible to changes in cognitive approach during task
conduct. The different results for Condition A and Condition A practice suggest
task familiarity changes the cognitive approach of a participant: this is an
important finding given the nature of the research thesis and the context of
military decision-making for the soldier undertaking a peace keeping or combat
patrol.
The Third
study examined an intervention that trains a person to mediate their HRV. To investigate
if this program can improve a person’s resting HRV, and if any improvement in
resting HRV is associated with improved performance in a decision-making task
under conditions of no stress and mild stress. The absence of significant
effect for group (Control group and Intervention group) across HRV measures
suggests that the Intervention Program did not have an effect on the resting
HRV of the intervention group participants: however, the reason for this is
most likely that many of the participants didn’t commit to practicing the
techniques.
The
significant effect for condition (no stress and stress) in both HRV measures
and game scores supports much earlier research that decision-making is degraded
under conditions of stress. Whilst this is not a new finding, the nature of the
decision-making task used in this study suggests an important line of inquiry
in the conduct of decision-making under stress research. Currently there is
some divide between decision-making research conducted in experimental settings,
and decision research conducted in naturalistic settings. The challenge with
naturalistic settings is establishing reliable and valid measures of
decision-making. Many naturalistic decision-making research relies on
self-report, or subjective measures of decision success. Studies conducted in
experimental settings tend to be further removed from real life decision-making
situations. The results from this study suggest that a middle ground can be
found, allowing for valid and reliable collection of quantitative data for both physiological factors
and for decision-making success.
The
combined results of the three studies inform decision-making in the military
environment. In particular the findings confirm the complex relationship
between cognition and physiology, whilst also accounting for the ecological
factors that influence the decision maker. This research is novel in that it
combines these three elements, and it does so in the context of military
decision-making.
KW - physiological stress response, decision-making,stress, peace keeping, physiology, cognition, resilience, psychophysiological, heart rate variability, HRV, stress response, resting HRV, cognitive performance, photoplethysmography, PPG, Electrocardiogram, R
M3 - Doctoral Thesis
PB - Charles Sturt University
CY - Australia
ER -