Knowledge concerning consequences of chronic partial sleep deprivation, as it occurs in real life, is incomplete (Meerlo et al., 2008; Pilcher & Huffcutt, 1996). The aim of the present study is to investigate the impact of reduced quality of sleep on sleepiness, cognitive performance and mood. This study extends sleep deprivation studies by focusing on sleep quality as the independent variable, which is affected by factors other than restricted sleep. The study endeavors to increase awareness of the importance of sleep, in particular by highlighting how detrimental poor quality sleep can be, by demonstrating the negative impacts of reduced sleep quality.
It was hypothesized that sleepiness, as measured by the Karolinska Sleepiness Scale (KSS), would be greater after a poor night’s sleep than after a good night’s sleep. It was hypothesized that cognition, as measured by the trail making task (TMT) and digit symbol substitution task (DSST), would be inferior after a poor night’s sleep than after a good night’s sleep. It was also hypothesized that mood, as measured by the Positive and Negative Affect Scale (PANAS) would be more positive and less negative after a good night’s sleep compared to a poor night’s sleep.
Method
Participants
One hundred participants, 50 females and 50 males, from the Monash University (Clayton) undergraduate pool took part, using convenience sampling. The ages of participants were not recorded. Participants were not naïve to the purpose of the study.
Materials
The Karolinska Sleepiness Scale (KSS). The KSS is a nine-point subjective sleepiness scale (Akerstedt & Gillberg,1990). Each point is defined: 1 = extremely alert, 2 = very alert, 3 = alert, 4 = rather alert, 5 = neither alert nor sleepy, 6 = some signs of sleepiness, 7 = sleepy, but no problem staying awake, 8 = sleepy, some effort to stay awake, 9 = very sleepy, great effort to keep awake. Sleepiness as self-rated by the KSS increases with restricted sleep, and is valid and reliable (Axelsson et al., 2008).
The Positive and Negative Effect Scale (PANAS). The PANAS consists of two 10-item mood scales. Briefly, Positive Affect (PA) measures how much a person feels enthusiastic, active, and pleasurably engaged, with low scores indicating sadness and lethargy. Negative Affect (NA) measures subjective distress and negative mood states such as anger, disgust, contempt, guilt and nervousness, with low scores suggesting calmness and serenity (Watson, Clark, & Tellegen, 1988). Participants rate each item on a scale from 1 to 5, based on the strength of the emotion. The PANAS is valid and reliable (Thompson, 2007; Watson et al., 1988).
A Trail Making task (TMT). The TMT is a test of attention, abstraction and cognitive flexibility (Malloy, Cohen, Jenkins, & Paul, 2006). There are commonly two parts to the TMT, but only part B was used in this study. Part B requires participants to draw lines serially connecting 24 encircled numbers and letters randomly dispersed on a piece of paper. Participants must alternate between numbers and letters (e.g., 1, A, 2, B, 3, C, etc.). The time taken to complete the task and number of errors made is recorded. The TMT is valid and reliable (Strauss, Sherman, & Spreen, 2006).
A Digit Symbol Substitution Task (DSST). The Digit Symbol Substitution Test (DSST) is adapted from the DSST contained in the Weschler Adult Intelligence Scale Revised (WAIS-R) (“Weschler Adult Intelligence Scale”, 2010). The DSST gives a table of nine digit-symbol pairs (e.g. 1/ξ, 2/α…9/φ). Participants must write symbols corresponding to a list of digits as accurately and quickly as possible. Usually, a participant’s score is the number of correct symbols substituted within a time limit (Lezak, Howieson, & Loring, 2004). In this study, participants completed the entire task and the time taken and number of errors were recorded.
Scores on the DSST are determined mainly by attention, and also by psychomotor speed (Joy, Fein, Kaplan, & Freedman, 2000). It is valid and reliable (Lezak et al., 2004; Strauss et al., 2006; Matarazzo, Herman, & David, 1984). It is free from practice effects (McCaffrey, Ortega, & Haase, 1993). Learning which digits correspond to which symbols is not a significant factor in performance (Kreiner & Ryan, 2001). In addition, the DSST is particularly sensitive to changes in cognition when cognitive performance is high (Proust-Lima, Amieva, Dartigues, & Jacqmin-Gadda, 2006), which is ideal for this experiment as changes to cognition after sleep deprivation are being investigated in university undergraduates who are likely to display high cognitive performance.
Design
The experiment had a single factor, repeated measures design. The independent variable was the quality of sleep, and consisted of two levels: good and poor. The dependent variables were sleepiness (KSS), cognition (TMT and DSST) and mood (PANAS). The order of testing was counterbalanced to control for order effects.
Procedure
Participants tested themselves on their sleepiness, cognitive performance and mood as per test instructions in two testing sessions: one after awakening from a night of self-reported “good sleep” and the other after a night of “poor sleep”. Each participant chose a night of good and poor sleep for testing from a two-week period, separated by a few days. It did not matter which order the participants experienced his/her good and poor night’s sleep. It took approximately 20 minutes for participants to self-administer all tests for each of the two conditions. Tests were performed approximately 30 minutes after awakening.
Results
The raw data were analysed by performing repeated measures t-tests using SPSS, version 17.0. The SPSS output appears in the Appendix. There were no violations of assumptions. The means and standard deviations for tasks performed after good or poor sleep are presented in Table 1. An alpha level of .05 was used for all statistical tests.
Table 1
Cognition, Mood and Sleepiness as a Function of Good or Poor Quality Sleep
As can be seen in Table 1, mood and cognition were superior after a good night’s sleep than after a poor night’s sleep, and sleepiness was greater after a poor night’s sleep than after a good night’s sleep.
The results indicate significantly lower reports of sleepiness as measured by the KSS after a good night’s sleep as compared to a poor night’s sleep, t(99) = 13.37, p < 0.05, one-tailed. Cognition, as measured by the time taken to complete the TMT, was superior after a good night’s sleep as compared to a poor night’s sleep, t(99) = 6.96, p < 0.05, one-tailed. The number of errors made on the TMT was fewer after a good night’s sleep as compared to a poor night’s sleep, t(99) = 4.23, p < 0.05, one-tailed. Cognition, as measured by the time taken to complete the DSST, was superior after a good night’s sleep as compared to a poor night’s sleep, t(99) = 8.62, p < 0.05, one-tailed. The number of errors made on the DSST was fewer after a good night’s sleep compared to a poor night’s sleep, t(99) = 3.88, p < 0.05, one-tailed. Scores for positive effect on the PANAS were greater after a good night’s sleep compared to a poor night’s sleep, t(99) = -10.04, p < 0.05, one-tailed. PANAS scores for negative effect were lower after a good night’s sleep compared to a poor night’s sleep, t(99) = 4.29, p < 0.05, one-tailed.
Discussion
This study aimed to investigate the impact of reduced quality of sleep on sleepiness, cognitive performance and mood. The results support the hypotheses that sleepiness would be lower following a good night’s sleep than a poor night’s sleep, that mood would be more positive and less negative following a good night’s sleep, and that cognitive functioning would be higher following a good night’s sleep.
The observation that sleepiness was lower after a good night’s sleep compared to a poor night’s sleep is consistent with the findings of Akerstedt and Gillberg (1990). That mood was negatively affected by poor quality sleep was consistent with Dinges et al.’s (1997) finding of worsened mood after a 33% reduction in normal sleep time. The relatively poor cognitive performance following a poor night’s sleep is similar to Van Dongen et al.’s (2003) finding that the chronic restriction of sleep to 6 or 4 hours a night steadily reduced cognition as measured by a digit symbol substitution task.
The feature of this study that separates it from many similar studies is that sleep quality was the independent variable rather than sleep quantity. Sleep quality has been found to be better related than sleep quantity to health, negative mood and sleepiness (Pilcher, Ginter, & Sadowsky, 1997). The sleep quality scale in this experiment had only two levels, so the rate of cognitive and mood decline with sleep quality decline was not able to be investigated. In addition, there was undoubtedly individual variation in the quality of ‘good’ nights and ‘poor’ nights of sleep. Thus, while the general affect of sleep quality on sleepiness, cognition and mood could be examined, the size of the effect could not be measured. Another limitation was that people were aware of what the study was measuring, and thus the results may lack objectivity due to expectancy effects.
To improve this experiment, the time of administration of cognitive tests could be more tightly controlled, as the severity of cognitive impairment relates to time elapsed after awakening. Wertz, Ronda, Czeisler and Wright (2006) compared the impact of sleep deprivation and sleep inertia (a feeling of impaired cognition and grogginess upon awakening) on cognition. Cognitive performance was measured repeatedly during the period of sleep deprivation, and was found to be poorer when testing was done immediately after wakening.
Although the effects of sleep deprivation on cognitive performance are more pronounced as the novelty of the task decreases (Kjellberg, 1977), more complex cognitive tasks could have been used because they are more relevant to real-world situations. Harrison and Horne’s (2000) review suggests that complex tasks that are interesting to the participant but do not involve divergent skills such as visual temporal memory and confidence judgement are largely insensitive to sleep deprivation.
To ensure that the changes to mood and cognition were caused by changes in sleep quality, the sample of participants could have been selected in such a way as to ensure that a range of personalities was represented. Changes to mood and cognition following sleep deprivation may not be due to sleep loss alone. In Blagrove and Akehurst’s (2001) study, lowered mood was experienced following sleep deprivation, but personality also had an effect on mood - people with internal or extreme external loci of control had less dramatic mood deficits after sleep deprivation than other participants. In Taylor and McFatten’s (2003) study, extraverts had poorer performance in cognitive tasks after sleep deprivation than introverts.
That PANAS scores indicated more negative emotions after a poor night’s sleep highlights the importance of sleep for psychological health. In addition, the decline in cognitive functioning following poor sleep has obvious implications for everyday aspects of our lives such as work performance. The results should encourage health professionals who receive complaints from clients of poor mood and/or cognitive functioning to assess clients’ sleep quality, in order to ascertain whether sleep patterns are having a significant effect. By adding to the literature concerning the negative effects of poor sleep quality, this study further supports the importance of a good night’s sleep for maintaining good mood and cognitive functioning.
References
Akerstedt, T., & Gillberg, M. 1990. Subject and objective sleepiness in the active individual. International Journal of Neuroscience, 52, 29-37.
Anderson, C., Plannen, C.R., & Horne, J.A. 2009. Self-reported ‘sleep deficit’ is unrelated to daytime sleepiness. Physiology and Behavior, 96, 513-517.
Axelsson, J., Kechlund, G., Akerstedt, T., Donofrio, P., Lekander, M., & Ingre, M. 2008. Sleepiness and performance in response to repeated sleep restriction and subsequent recovery during semi-laboratory conditions. Chronobiology International, 25, 297-308.
Bartle, E. J., Sun, J. H., Thompson, L., Light, A.I., McCool, C., & Heaton, S. 1988. The effects of acute sleep deprivation during residency training. Surgery, 104, 311-316.
Blagrove, M., & Akehurst, L. 2001. Personality and the modulation of effects of sleep loss on mood and cognition. Personality and Individual Differences, 30, 819-828.
Bonnet, M.H., & Arand, D.L. 1995. We are chronically sleep deprived. Sleep, 18, 908-911.
Dinges, D.F., Pack, F., Williams, K., Gillen, K.A., Powell, J.W., Ott, G.E., Aptowicz, C., & Pack, A.I. 1997. Cumulative sleepiness, mood disturbance, and psychomotor vigilance performance decrements during a week of sleep restricted to 4-5 hours per night. Sleep, 20, 267-277.
Drake, C.L., Roehrs, T.A., Burduvali, E., Bonohoom, A., Rosekind, M., & Roth, T. 2001. Effects of rapid versus slow accumulation of eight hours of sleep loss. Psychophysiology, 38, 979–987.
Glenville, M., Broughton, R., Wing, A.M., & Wilkinson, R.T. 1978. Effects of sleep deprivation on short duration performance measures compared to the Wilkinson auditory vigilance task. Sleep, 1, 169-176.
Harrison, Y., & Horne, J.A. 2000. The impact of sleep deprivation on decision making: a review. Journal of Experimental Psychology: Applied, 6, 236-249.
Horne, J. 2010. Sleepiness as a need for sleep: when is enough, enough? Neuroscience and Biobehavioral Reviews 34, 108–118.
Kjellberg, A. (1977). Sleep deprivation and some aspects of performance. Waking and Sleeping. 1, 139- 155.
Kreiner, D.S., & Ryan, J.J. 2001. Memory and motor skill components of the WAIS-III Digit Symbol-Coding Subtest. The Clinical Neuropsychologist, 15, 109-113.
Lezak, M.D., Howieson, D.B., & Loring, D.W. (2004). Neuropsychological assessment. New York: Oxford University Press.
Malloy, P.F., Cohen, R.A., Jenkins, M.A., & Paul, R.H. (2006). Frontal Lobe Function and Dysfunction. In P.J. Snyder, P. D. Nussbaum, & D.L. Robins (Eds.), Clinical neuropsychology : a pocket handbook for assessment (2nd ed., pp.608-622). Washington, D.C.: American Psychological Association.
Matarazzo, J.D., Herman, & David, O. 1984. Base rate data for the WAIS-R: test-retest stability and VIQ-PIQ differences. Journal of Clinical Neuropsychology, 6, 351-366.
McCaffrey, R.J., Ortega, A., & Haase, R.F. 1993. Effects of repeated neuropsychological Assessments. Archives of Clinical Neumpsychology, 1, 519-524.
Meerlo, P., Mistlberge, R.E., Jacobs, B.L., Heller, H.C., & McGinty, D. 2009. New neurons in the adult brain: the role of sleep and consequences of sleep loss. Sleep Medicine Reviews, 13, 187–194.
Meerlo, P., Sgoifo, A, & Suchecki, D. 2008. Restricted and disrupted sleep: effects on autonomic function, neuroendocrine stress systems and stress responsivity. Sleep Medicine Reviews, 12, 197–210.
Orton, D.I., & Gruzeller, J.H. 1989. Adverse changes in mood and cognitive performance of house officers after night duty. British Medical Journal, 298, 21-23.
Pilcher, J.J., Ginter, D.R., & Sadowsky, B. 1997. Sleep quality versus sleep quantity: relationships between sleep and measures of health, well-being and sleepiness in college students. Journal of Psychosomatic Research, 42, 583-596.
Pilcher, J.J., & Huffcutt, A.I. 1996. Effects of sleep deprivation on performance: a meta-analysis. Sleep, 19, 318-326.
Proust-Lima, C., Amieva, H., Dartigues, J., & Jacqmin-Gadda, H. 2006. Sensitivity of four psychometric tests to measure cognitive changes in brain aging-population–based studies. American Journal of Epidemiology, 165, 344-350.
Rajaratnam, S.M.W., & Arendt, J. 2001. Health in a 24-h society. The Lancet, 358, 999–1005.
Roehrs, T., Carskadon, M.A., Dement, W.C., & Roth, T. (2005). Daytime Sleepiness and Alertness. In M.H. Kryger, T. Roth., & W. C. Dement (Eds.), Principles and Practice of Sleep Medicine (4th ed., pp.39-50). Philadelphia, PA : Elsevier/Saunders.
Strauss, E., Sherman, E.M.S., & Spreen, O. (2006). A compendium of neuropsychological tests : administration, norms, and commentary (3rd ed.). Oxford; New York: Oxford University Press.
Taylor, D.J., & McFatten, R.M. 2003. Cognitive performance after sleep deprivation: does personality make a difference? Personality and Individual Differences, 33, 1179–1193
Thompson, E.R. 2007. Development and validation of an internationally reliable short-form of the positive and negative affect schedule (PANAS). Journal of Cross-Cultural Psychology, 28, 227-242.
Torsvall, L. & Akerstedt, T. 1987. Sleepiness on the job: continuously measured EEG changes in train drivers. Electroencephalography and Clinical Neurophysiology, 66, 502-511.
Van Dongen, H.P.A., Maislin, G., & Dinges, D.F. 2004. Dealing with inter-individual differences in the temporal dynamics of fatigue and performance: importance and techniques. Aviation, Space, and Environmental Medicine, 75(3, Suppl.):A147–54.
Watson D., Clark L.A., & Tellegen, A. 1988. Development and validation of brief measures of positive and negative affect: the PANAS scales. Journal of Personality and Social Psychology, 54, 1063-1070.
Wertz, A.T., Ronda, J.M., Czeisler, C.A., & Wright, K.P. 2006. Effects of Sleep Inertia on Cognition. Journal of the American Medical Association, 295, 163-164.
Wikipedia. (2010, April 30). Weschler Adult Intelligence Scale. Retrieved April 14, 2010, from http://en.wikipedia.org/wiki/Wechsler_Adult_Intelligence_Scale
Appendix