Research article - (2006)05, 89 - 96 |
A Comparison of the Effects of Fatigue on Subjective and Objective Assessment of Situation Awareness in Cycling |
Wade L. Knez1,2,, Daniel J. Ham1 |
Key words: Endurance, cognition, psychophysiology, exhaustive exercise |
Key Points |
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Situation awareness |
Endsley, |
Factors affecting SA |
Research has identified a number of factors that can limit or disrupt the chain of events leading to a decrease in SA. These include both physiological and psychological elements such as fatigue, boredom, time pressure and anxiety (Hockey, Research gives an insight into the extent to which fatigue producing acute exercise bouts can affect an individual’s SA. Aks, Others have shown that performance on visual search tasks is optimal when in a rested state (Meyers et al., Collectively considered, it appears that the effect of acute exercise on visual search tasks is ambiguous. Three possible explanations for the disparity in results are the intensity/duration of the exercise bout, the methodology used to assess SA and finally a failure to include an appropriate control conditions that permit the isolation of the effects of physical activity on cognition. Unfortunately, no published study was located that had attempted to consider the effect of fatigue on subjective feelings of SA. If SA is affected both by physiological and psychological stressors, then we hypothesis that both subjective and objective SA will be similarly affected by fatigue. It is important to assess both subjective and objective elements to obtain an understanding of the athlete’s sense of control. This may enable athletes to become more aware of their level of arousal and how it can negatively affect his or her performance. Furthermore, as a prerequisite for further research was to see whether this type of assessment tool could be used as a reliable tool to measure SA. |
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Participants |
Nine healthy male moderately-trained individuals were recruited for the present study. Participants were local A-grade cyclists, 26 ± 7 years of age (mean ± SD), had a cycling VO2max of 51. 4 ± 5.4 ml.kg.-1min-1, a peak power output (PPO) of 327.5 ± 30.5 W and were cycling competitively for 5.22 ± 2.77 years. Each participant completed a medical and training history and a lifestyle evaluation questionnaire, and was excluded if they had been told they had any type of cardiovascular illness. All risks and benefits of participation in the study were thoroughly explained to the volunteers; each participant provided informed consent and the investigation was approved by the Medical Research Ethics Committee of The University of Ballarat. |
Experimental overview |
Upon reporting to the laboratory for testing (22°C, 40% RH and 720-730 mmHg) participants completed a progressive exercise test that allowed the determination of VO2max and PPO. No less than 48 hours after completing the progressive exercise test, participants completed a TT30. Participants also completed the subjective and objective assessments of SA prior to and after the TT30; this TT30 and the associated SA assessments were considered a familiarisation. The TT30 and SA assessments were then repeated twice (performed one week apart) in the following two weeks: each test was performed at the same time of day. |
Maximal tests Progressive exercise test (VOmax) |
VO2max and PPO were determined on an electronically braked cycle ergometer (Veletron, Elite, RacerMate Inc, USA) modified with participants’ own clip-in pedals. Handle bar and saddle positions of the cycling ergometer were altered to replicate participant’s own cycling position for the test. The participants warmed-up for five minutes at a self selected workload and cadence. The incremental test began with an initial workload 100 watts that increased by 30 watts every three minutes until volitional exhaustion or the participant was unable to maintain a cadence of ≥ 60 rpm. Although power on an electronically braked cycle ergometer is maintained independent of cadence, participants were asked to cycle their typical cadence (approximately 90 rev.min-1 during maximal testing in an effort to minimise variations in mechanical efficiency. VO2max was recorded as a mean of the two highest VO2 values attained during the incremental test. PPO was defined as the final completed work load the participant achieved. Inspired volume was calibrated and verified prior to each test using a three- liter syringe in accordance with the manufacturer’s instructions. Expired O2 and CO2 concentrations were measured using electronic gas analysers (SensorMedics, Vmax series 29), that were calibrated prior to each test with known gas concentrations. |
Laboratory simulated 30 km time-trial (TT) |
The laboratory simulated TT30’s were completed (Veletron, Elite, RacerMate Inc, USA) at a freely selected wattage and cadence. Participants were asked to refrain from any high-intensity or long duration training for 48 prior to each test. Participants were also asked to consume a high carbohydrate meal the night before testing, and to arrive in a euhydrated state. During the TT30, feedback on distance was provided to participant; speed and time were blinded to the participant. Rating of perceived exhaustion (RPE, Borg, 1973) was assessed every five km of the TT30’s and immediately upon completion of the test to obtain an appreciation of the level of exertion experienced at the conclusion of TT30. |
Situation awareness Cognition Self Assessment tool (CSAT) |
Two complementary approaches/tests were used to assess SA. The first was a Cognition Self Assessment tool (CSAT) comprising of direct subjective self-assessment questions about cognitive capacity, framed in contextual terms, which have face validity for the participants, with a response in the form of a mark drawn on a vertical scale of perceived cognitive capacity. This is conceptually related to the Participant Subjective Awareness Questionnaire (PSAQ). There are a number of advantages of using this type of assessment tool as it allows specific subjective information to be gathered in a controlled real world environment as well as during laboratory based assessments (Endsley, |
Random number cognition test (RANCT) |
The second test (RANCT) was a quick, easy-to-administer test which directly measured cognitive performance of a more general non-specific nature and variants of this test are used quite extensively in sporting literature to objectively assess cognitive function. It involves the use of visual perception and detection tasks (Aks, Each test was administered once immediately before the commencement of the task, and three times immediately after completion, with a nominal 30 seconds being allowed for each. In practice, the CSAT test takes only a few seconds, whilst the RANCT takes the full 30 seconds. The remainder of each 60 second cycle was taken up with the mechanics of co-coordinating the activity. |
Reliability |
Prior knowledge is the crucial component in SA (Endsley and Jones, |
Statistical analysis |
Paired t-tests and effect size calculations were used to examine changes in objective (RANCT) and subjective (CSAT) tests of SA pre to post the first and second TT30. Time sequence effects for each measure (CSAT and RANCT) were analysed using a separate repeated measures analysis of variance (RMANOVA). Pearson’s product moment correlation coefficients were used to examine possible relationships between resting CSAT and RANCT, as well as percentage changes in CSAT and RANCT with performance variables (VO2max and PPO), age and years of cycling experience. Significance was set at the 0.05 level of confidence and all statistical analyses was completed on SPSS (version 12) software. The stability reliability of the Random Number Cognition test (RANCT) and Cognitive Self Assessment Tool (CSAT) were assessed to determine the consistency of the test scores across days, on the basis of the Cronbach’s alpha coefficients and intra-class correlations (ICCs). |
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The first aim of this study was to compare changes in subjective and objective assessments of SA in response to TT30. Analysis showed that the TT30’s resulted in a significant increase in the objective assessments of SA. The effect sizes of 0.62 and 1.34 respectively showed that there was a 93.3% chance that TT1 was beneficial and a 99.9% chance that TT2 was almost certain to have a beneficial effect on SA. However, the subjective assessment indicated a significant increase in the participants’ perceived difficulty to maintain SA and the effect sizes of 0.94 and 0.97 respectively indicated that there was a 97.3% and a 95.3% chance that the first and second TT30’s were very likely to have an increase in the participants’ perceived difficulty to maintain SA ( A secondary aim of this study was to assess the reliability of the RANCT and the CSAT used to measure SA. The results of the reliability testing showed that both the CSAT and the RANCT to have an extremely high reliability ( |
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The principal aim of the present study was to examine whether a maximal effort on a TT30 elicited changes in objective and subjective tests of SA and to assess whether changes in SA were related to cycling experience, VO2max, PPO or age. A secondary aim was to determine whether there was a recovery effect on SA. A necessary component of this study was the evaluation of the reliability of the two tools chosen and used to assess SA in this modality and this sample group. Both the RANCT and CSAT were reliable tests that provided consistent measures of the participant’s SA and perceived SA. The major findings of the present study showed that a TT30 does produce significant changes in both the objective and subjective test of SA. However, the subjective assessment of cognitive performance on the first and second TT30 showed a significant increase in the self assessment of their difficulty to maintain SA, whilst the objective assessment showed a significant increase in their SA. |
Situation awareness |
The objective assessment of SA, the RANCT increased significantly from pre- to post- the first and second TT30 (p < 0.05 and p < 0.001 respectively). This finding is consistent with previous research that showed an increase in visual search scores in a high- exertion exercise (Aks, Interestingly, the present study showed an increase in the participant’s perception of difficulty to maintain SA from pre- to post-TT30 (p < 0.05) as measured by the CSAT, which is inconsistent with results from the objective assessment of SA. These researchers could not find any research that had investigated subjective self assessments of cognitive function in addition to objective assessments in a sporting setting, although self- assessment of exertion (RPE) is routinely used. However, tools such as the PSAQ have been used regularly in a military context (Matthews et al., The findings of the present study are interesting because it shows that under the conditions of this study, there was incongruence between what the participants perceived their ability would be and indeed what their ability was to maintain SA. This is important because maintaining awareness allows athletes to gain control of pressure situations and control can be a key issue as anxiety levels decrease with an increased sense of control (Ravizza, None of the changes in SA from pre- to post-TT30 could be explained by correlations between the percentage change in the RANCT and CSAT and the years in competitive cycle racing, VO2max, age or peak power output. Indeed, this was not unexpected given the low variation in the variables from the sample. Future studies should include a larger number of participants providing a larger variation in key variables. |
Recovery effect |
To our knowledge no study has ever assessed the effect of recovery on SA. In the present study, there was no change in RANCT or CSAT scores up to three minutes after the first or second TT30 and TT30. It would appear that this amount of time is insufficient to have any effect on SA after an exhaustive bout of exercise. Indeed, future studies should include a longer assessment time in the recovery period and also attempt to more adequately quantify recovery both physiologically and psychologically. |
Conclusions |
In summary the present study has shown that a TT30 does produce significant changes in both the objective and subjective test of SA. However, the data showed a substantial underestimation in participant’s ability to subjectively assess their own level of situation awareness. Although participants perceived an increased difficulty to remain SA in response to the TT30 they did not feel that the recovery time was sufficient to have a positive effect on their awareness. This was supported by the objective assessment of SA which showed no changes over the recovery time. Despite these conflicting results it appears that both tests are a reliable assessment of SA, however, further research considering both physiological and psychological factors is necessary to enable greater generalisation to a competitive environment. This research could include environmentally relevant stimuli and therefore assist in understanding how subjective assessments of fatigue and anxiety contribute to performance and how we can manipulate this sense to improve decision making, performance and recovery. |
AUTHOR BIOGRAPHY |
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REFERENCES |
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