<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="brief-report">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2022.874757</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Revisiting the Concept of Vigilance</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Kl&#x000F6;sch</surname> <given-names>Gerhard</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/164575/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zeitlhofer</surname> <given-names>Josef</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ipsiroglu</surname> <given-names>Osman</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/186673/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neurology, Sleep Lab, Medical University of Vienna</institution>, <addr-line>Vienna</addr-line>, <country>Austria</country></aff>
<aff id="aff2"><sup>2</sup><institution>Institute for Sleep-Wake-Research</institution>, <addr-line>Vienna</addr-line>, <country>Austria</country></aff>
<aff id="aff3"><sup>3</sup><institution>Faculty of Psychotherapy Science, Sigmund Freud Private University</institution>, <addr-line>Vienna</addr-line>, <country>Austria</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Pediatrics, Faculty of Medicine, University of British Columbia</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<aff id="aff5"><sup>5</sup><institution>H-Behaviours Research Lab, BC Children&#x00027;s Hospital Research Institute, University of British Columbia</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Li Yang, Peking University Sixth Hospital, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Arcady A. Putilov, Federal Research Center of Fundamental and Translational Medicine, Russia; Hui Dong, Fudan University, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Gerhard Kl&#x000F6;sch <email>gerhard.kloesch&#x00040;meduniwien.ac.at</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Child and Adolescent Psychiatry, a section of the journal Frontiers in Psychiatry</p></fn></author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>874757</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>05</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Kl&#x000F6;sch, Zeitlhofer and Ipsiroglu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Kl&#x000F6;sch, Zeitlhofer and Ipsiroglu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Vigilance deficits can be observed after a period of prolonged, continuous wakefulness. In this context there has been extensive research targeting the impact of sleep deficits on different aspects of vigilance, but the underlying concept of vigilance was hardly ever addressed and discussed. One reason for this shortcoming is the unclear and ambiguous definition of the term vigilance, which is commonly used interchangeably with sustained attention and even wakefulness. This confusion is the result of a wide range of misleading definitions, starting in the 1940s, as psychologists redefined the concept of vigilance suggested by British Neurologist, Henry Head, in 1923. Nevertheless, the concept of vigilance is still useful and innovative, especially in treating sleep problems in children and young adults. This paper reviews the current usage of the term vigilance in sleep-wake-research and describes not only the benefits, but even more clearly, its limitations. By re-focusing on the definitions given by Henry Head, the concept of vigilance is an innovative way to gather new insights into the interplay between sleep&#x02013; and daytime behaviors. In addition, future research on vigilance should consider three perspectives: 1st vigilance perceived as a process to allocate resources, 2nd vigilance associated with compensatory behaviors and 3rd the role of vigilance in human environmental interactions. This approach, understood as a conceptual framework, provides new perspectives by targeting sleep-wake behaviors as a &#x02018;real life&#x02019; outcome measure, reflecting both physical and cognitive performance as well as sleep quality and quantity.</p></abstract>
<kwd-group>
<kwd>vigilance</kwd>
<kwd>sleep-wake behaviors</kwd>
<kwd>children sleep disorders</kwd>
<kwd>daytime sleepiness</kwd>
<kwd>alertness</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="74"/>
<page-count count="8"/>
<word-count count="6070"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>The Many Facets of the Construct Vigilance</title>
<p>Hardly any other concept has caused as much confusion with its definition in psychology, physiology, and sleep research than the term vigilance. In everyday language, vigilance (derived from the Latin word, <italic>vigilantia</italic>) is primarily associated with <italic>being highly alert</italic> or having <italic>sustained attention</italic>. In the scientific context, the term <italic>vigilia</italic> has long been used to describe sleeplessness, but in current usage, the psychological definition as a state of <italic>increased and longer-lasting responsiveness</italic> has prevailed. These approaches have little to do with the concept of vigilance, as suggested in 1923 by Henry Head, a British neurologist (<xref ref-type="bibr" rid="B1">1</xref>). He referred to vigilance as the organism&#x00027;s ability to reorganize itself and restore damaged functions. After trauma, the first signs of &#x0201C;vigilance&#x0201D; were the reappearance of reflexes, followed by automatic actions and gestures, and finally the regaining of the ability to differentiate between sensory stimuli (readiness to respond). In Head&#x00027;s opinion, the reappearance of sensory processing is purely physiological in nature and independent of higher cognitive functions such as consciousness, motivation or interest. Therefore, vigilance is neither a cognitive skill nor a matter of consciousness. However, consciousness requires vigilance and adequate processing of sensory inputs or a functioning autonomic nervous system (e.g., to control blood pressure, body temperature, etc.). In this context, vigilance is a universal property of animals and humans in order to react adequately to environmental stimuli and to ensure the survival of the individual.</p>
<p>Head defined three sub-categories as essential for his concept of vigilance: 1st <italic>perception</italic>, to guarantee that a stimulus is registered by the sensory system according to their modality. 2nd <italic>behaviors</italic>, a category which includes all kinds of observable behavior, whereby complex behavior is associated with higher levels of vigilance (and vice versa). And 3rd <italic>reorganization</italic>, referring to the ability of injured organisms to reorganize and restructure their neuronal connections in order to take over or compensate for the function of damaged structures. The goal of reorganization is to ensure the survival of the individual, which is by far the key function of vigilance (<xref ref-type="bibr" rid="B1">1</xref>).</p>
<p>Nevertheless, the reorganization aspect of vigilance caused confusion and criticism because it was not entirely clear what it meant. This was partly due to Head&#x00027;s inconsistent use of the term vigilance, which he sometimes referred to as vital energy, in relation to both nervous and mental processes. More than that, it remains unclear whether vigilance is <italic>per se</italic> the reorganizing force or only the result of this process (<xref ref-type="bibr" rid="B2">2</xref>).</p>
</sec>
<sec id="s2">
<title>The Concept of Vigilance in Experimental Psychology</title>
<p>In the view of test psychologists, vigilance can be measured by a simple S-R model (stimulus-response). This approach assumes that the presentation of a stimulus leads to similar responses in all individuals or to the same class of responses, observed over a distinct period of time. These time-on-task effects are seen particularly in behavioral automatisms. However, the dynamic aspect of Head&#x00027;s concept of vigilance (as a self-organizing system) is not addressed by conventional S-R models. For this purpose, more sophisticated approaches such as dynamic self-regulation models are necessary. Regardless of these possibilities, in the 1940s, NH. Mackworth developed, on behalf of the British Airforce, vigilance tasks (utilizing the Mackworth clock-test) in order to recruit suitable personnel for radar surveillance activities. Systematic studies with the clock-test (lasting for more than 2 h) demonstrate that even highly motivated individuals found it difficult to maintain their attention at a high level for such a long time without making mistakes. Mackworth (<xref ref-type="bibr" rid="B3">3</xref>) defined the ability to be attentive over long time periods as vigilance (or sustained attention) and fluctuations in attention as vigilance decrement, which was by far closer to the everyday understanding of vigilance (in the sense of being highly alert) than to Head&#x00027;s conceptual framework.</p>
<p>As a matter of fact, much of the vigilance research was conducted at the beginning of the Cold War in the 1950s, a time when slogans such as &#x0201C;constant vigilance&#x0201D; were common rhetorical figures in political communication in the Western World and the Soviet Union. Under these circumstances, vigilance research became an important discipline and subject of military defense strategies (<xref ref-type="bibr" rid="B4">4</xref>). But the military influence on vigilance research was criticized and not commonly accepted in the research community (<xref ref-type="bibr" rid="B5">5</xref>). In addition, the requirements for air traffic controllers had changed radically since the time Mackworth developed his test methods. Instead of reacting to rare events in monotonous situations, the increasing frequency in commercial air traffic generates a continuous stream of information and requires other skills such as a high degree of flexibility and the ability to deal simultaneously with different kinds of stimuli. In comparison, the conditions of the Mackworth clock-test are far less complex. Besides the assumption that vigilance tests should mimic detection performance during prolonged watch-standing conditions, the necessity of additional characteristics to classify a vigilance task was evident. Otherwise, vigilance monitoring would not differ from research on simple reaction time, which is still a common view-point (<xref ref-type="bibr" rid="B6">6</xref>). Although this issue was excessively discussed, there is still no agreement on the main characteristics of a vigilance task (e.g., test duration, type of stimulus and their temporal order) and obligatory outcome measurements (performance characteristics, response definitions, etc.). Even Mackworth&#x00027;s assumption that vigilance tests should last sufficiently long (e.g., 2 h and more) has become obsolete since the release of the 10 min version of the PVT (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>The lack of standardization for measuring vigilant performance and their interpretation led to an extensive and unreflective use of otherwise well-established psychometric test procedures such as simple reaction time tests, forced choice&#x02013; or go/no-go tasks. This opened the door for an increasing number of alternative explanations and terms such as tonic alertness (<xref ref-type="bibr" rid="B9">9</xref>) or vigilant attention (<xref ref-type="bibr" rid="B10">10</xref>). Regardless of these developments, the Mackworth clock-test is still in use, even in slightly modified and computerized versions (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). And besides its spongy definition, most studies with sleep deprived subjects refer to the concept of vigilance to describe the significant impairments caused by less or inadequate sleep (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Reconsidering Head&#x00027;s concept of vigilance, terms such as sustained or vigilant attention, understood not only as a cognitive skill but also influenced by motivation, experiences and expectations (e.g., assumed rewards), cannot be equated with vigilance <italic>per se</italic>. In the view of test psychologists, vigilance is reflected by behaviors, and adequate reactions are not possible without appropriate stimulus perception. But Head&#x00027;s third aspect, the reorganizing function of vigilance, is not addressed by the usual sustained or vigilant alertness tasks; concepts other than a simple S-R model [e.g., dynamic self-regulation models (<xref ref-type="bibr" rid="B15">15</xref>)] may support this aspect but are not commonly in use.</p>
</sec>
<sec id="s3">
<title>The Neurophysiological Concept of Vigilance</title>
<p>Findings in neurophysiology in the first half of the twentieth century proved to be largely supporting Head&#x00027;s concept of vigilance. For example, Hess (<xref ref-type="bibr" rid="B16">16</xref>) studies on the autonomic nervous system or, most importantly, the investigations of Bremer, Moruzzi and Magoun (<xref ref-type="bibr" rid="B17">17</xref>) on the ascending reticular activation system (ARAS). This pathway turned out to be significantly involved in maintaining wakefulness and alertness, as well as for short-term (phasic) and long-lasting (tonic) activation. Also in sleep, these neurobiological mechanisms are suspected to play a key role in sudden activations (arousals) of the cortex (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Although arousals show several similarities to Head&#x00027;s concept of vigilance, there are substantial differences. According to Head, vigilance describes a fundamental principle of living organisms rather than the performance of specific anatomical areas such as the ventrolateral preoptic nucleus, which is the case in arousals (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Technical innovations were another reason for the increasing interest in the neurophysiology of vigilance. At the end of the 1950s, the recording of brain activity utilizing multi-channel EEG systems was available in many neurobiological research units. Dieter Bente was among the first scientists in Europe creating a classification scheme of wake states, analogous to sleep stages. Attempts at classifying the waking state have existed since the late 1950s by Lindsley (<xref ref-type="bibr" rid="B20">20</xref>) and Roth (<xref ref-type="bibr" rid="B21">21</xref>). Fluctuations in wakefulness, visualized by flattening and slowing of the EEG-signals, were assigned to corresponding vigilance levels such as relaxed wakefulness (alpha waves; alert, vigilant), tense wakefulness (beta waves; active, overexcited, hypervigilant), or decreased alertness (alpha-theta waves; drowsy, hypo-vigilant) and &#x0201C;sub vigile stages&#x0201D; for the transition to sleep (<xref ref-type="bibr" rid="B22">22</xref>). The EEG was considered to be the ideal representative of vigilance because it enables the time-synchronous coupling of neuronal activity with observable behavior (<xref ref-type="bibr" rid="B23">23</xref>), which is not the case when solely using psychometric testing. However, there are different opinions on whether sleep stages should be included into the nomenclature of vigilance stages (<xref ref-type="bibr" rid="B24">24</xref>). The onset of sleep marks the boundary beyond which wakefulness definitely ends and in this context a semantic ambiguity becomes evident: in many EEG-studies, the term vigilance is synonymously used as wakefulness or even alertness and this vagueness is still evident (<xref ref-type="bibr" rid="B25">25</xref>). In addition, also other methodological issues dispatched [e.g., the concept of &#x0201C;local/global&#x0201D; vigilance (<xref ref-type="bibr" rid="B26">26</xref>)] and there is an ongoing controversy about the correct definitions of hyper-, hypo-, sub-, super&#x02013; or supra-vigilance as compared to &#x0201C;normal&#x0201D; vigilance states (see <xref ref-type="fig" rid="F1">Figure 1</xref>). Many of these concepts and definitions are deemed to be incompatible with Head&#x00027;s idea of vigilance as an integrative, non-divisible entity (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B24">24</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Overview of the different concepts and terminologies related to vigilance and states of consciousness (as well as pathologic states). In the graph also some wiedly used assessment tools are listed. For example, methods such electroencephalography (EEG), polysomnography (PSG), heart rate variability (HRV) or evoked potentials (EP) can be used for sleep and wake, whereas psychometric test or questionnaires are usable only in wake.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-13-874757-g0001.tif"/>
</fig>
<p>To date, none of the classification schemes for wakefulness have gained acceptance (unlike sleep stages), neither in clinical medicine nor in basic research. As an alternative to define wake stages, a number of EEG-based vigilance indicators (<xref ref-type="bibr" rid="B27">27</xref>) such as the alpha slow wave index, the absolute delta power or the &#x02018;vigilance index&#x02019; (<xref ref-type="bibr" rid="B28">28</xref>) have been proposed, but still, there is no consensus on which method is most suitable for measuring vigilance. Despite the fact that EEG studies are considered to be the gold standard for identifying fluctuations in vigilance, there are other psychometric methods (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B29">29</xref>&#x02013;<xref ref-type="bibr" rid="B32">32</xref>) which have proven to be sensitive and even more suitable for long term vigilance monitoring (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>Head saw an important, if not the most essential function of vigilance in its reorganizing power. But this aspect was also not addressed in the neurophysiological discussion on vigilance. Bente (<xref ref-type="bibr" rid="B22">22</xref>) was one of the few who repeatedly pointed out the integrative function of vigilance and was convinced to determine the current level of neuronal organization (understood as an expression of vigilance) by the analysis of spontaneous brain electrical activity. This idea was picked up by Ulrich (<xref ref-type="bibr" rid="B2">2</xref>), a student of Bente, who defined vigilance in relation to a closed biological system which is in constant interaction with the environment. In this interplay of disorganization (i.e., partial opening of a closed biological system) and reorganization (i.e., functional development, restoration and system closure), vigilance could be the &#x0201C;force&#x0201D; behind these processes. Reframing the concept of vigilance with cybernetic and system-theoretical models (Norbert Wiener, Ludwig von Bertalanffy) could set new perspectives, especially with regard to the role of sleep as a homeostatic&#x02013; and restorative process.</p>
</sec>
<sec id="s4">
<title>Vigilance and the Sleep-Wake Cycle</title>
<p>Although some scientists consider sleep as a non-vigilant state and hence not a topic of interest, the transition from wake to sleep was intensively discussed in vigilance research. A wide range of hypotheses, classifications and assumptions were suggested to define the line between being awake, conscious, vigilant and asleep (<xref ref-type="bibr" rid="B24">24</xref>). In terms of sleep physiology, the process of falling asleep is clearly determined by visual polysomnographic criteria for sleep stages N1 and N2 (<xref ref-type="bibr" rid="B34">34</xref>), without further distinctions into sub-stages.</p>
<p>According to current opinion, the transition from wakefulness to sleep is not a succession of stages, but a continuous process, accompanied by highly selective deactivations of different brain areas. This is in line with the presumption that sleep may occur locally and not strictly as a global event (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). In 1988, Koella (<xref ref-type="bibr" rid="B37">37</xref>) suggested a theoretical model for sleep/wake regulation, centered on a system which he called the &#x0201C;vigilance controlling apparatus&#x0201D; (VCA). In this model wake and sleep are not fundamentally opposite entities; they differ <italic>phenomenologically</italic> (<xref ref-type="bibr" rid="B37">37</xref>) only by their vigilance profiles (e.g., during relaxed wakefulness vigilance is at an intermediate level, whereas in sleep it is relatively low). The variability in these profiles depends on the level of local vigilance [another concept by Koella (<xref ref-type="bibr" rid="B26">26</xref>)], which is detectable by behavioral observation (e.g., the intensity, quality, precision and adequacy of behavior). Although Koella&#x00027;s considerations elicit only minor reactions in the sleep community, they are worth being reviewed, not only in the context of the &#x0201C;local/global sleep&#x0201D;-concept, but also in the discussion about default mode-networks (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>) and resting state phenomena (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). This reorientation and re-definement of the concept vigilance in the context of sleep is crucial, because the term vigilance/vigilance states is often used interchangeably with sleep stages, sleepiness or wakefulness (<xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>In the diagnosis of sleep disorders, vigilance tasks are important to point out the consequences of poor sleep on daytime sleepiness, fatigue or tiredness (<xref ref-type="bibr" rid="B42">42</xref>). Besides psychometric tasks such as the PVT or simple reaction time tests also the MSLT, MWT or other psychophysiological measurements (e.g., heart-rate, actigraphy, evoked potential, pupillography) are in use (<xref ref-type="bibr" rid="B6">6</xref>) (see <xref ref-type="table" rid="T1">Table 1</xref>). The diagnostic value of such procedures does not always justify the great effort behind some of these tests (<xref ref-type="bibr" rid="B57">57</xref>). Moreover, the correlation between the different tasks is rather poor (<xref ref-type="bibr" rid="B58">58</xref>), particularly in patients whose subjective ratings of fatigue and tiredness rarely fit with objective measurements (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B60">60</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Overview of the different definitions of vigilance, attention (vigilant, sustained), alertness, sleepiness, fatigue, tiredness and related tasks paradigms (measurements).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th valign="top" align="left"><bold>Definitions</bold></th>
<th valign="top" align="left"><bold>Measurements</bold><break/> <bold>(not a complete overview)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><bold>vigilance</bold></td>
<td valign="top" align="left">- ability to reorganize and restore damaged functions in order to react adequately to environmental stimuli (<xref ref-type="bibr" rid="B1">1</xref>)<break/> - degree of central nervous activation:<break/>&#x000A0;&#x000A0;&#x02022; high = hypervigilant (high degree of activartion can lead to a lack of reaction<break/>&#x000A0;&#x000A0;&#x02022; low = hypovigilant: subject cannot adequately react to external stimuli under monotonous conditions (<xref ref-type="bibr" rid="B6">6</xref>)<break/>- capability to be aware of potential relevant, unpredictable changes in one&#x00027;s environment, including a quantitative dimension, a sufficient level of alertness, and a temporal dimension (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="top" align="left">- &#x02018;conventional&#x02019; vigilance tests: monotonuous, long lasting, with infrequently ap-pearing target stimuli [e.g., Mackworth Clock Tests (<xref ref-type="bibr" rid="B3">3</xref>)]<break/> - alternatively: short tasks, but with more target stimuli (e.g., Psychomotor Vigilance Test (PVT) (<xref ref-type="bibr" rid="B8">8</xref>), reaction time tasks (RTT), go/no-go tasks, forced choise tasks (FCT)<break/> - electroencephalography (EEG), polysomnography (PSG), evoked potential (EP)<break/> - heart rate variability (HRV)<break/> - pupillometry<break/> - electrodermal activity (EDA)<break/> - functional magnetic resonance imaging (fMRI)<break/> - videometry</td>
</tr>
<tr>
<td valign="top" align="left"><bold>attention</bold></td>
<td valign="top" align="left">ability to watch, listen to, concentrate, or to focus one&#x00027;s mind on some-thing/someone with interest (requires cognitive control)</td>
<td valign="top" align="left">- psychometric tests for attention, concentration [e.g., Attention Network Test (<xref ref-type="bibr" rid="B44">44</xref>)], go/no-go tasks, FCT<break/> - EEG, EP, fMRI</td>
</tr>
<tr>
<td valign="top" align="left"><bold>vigilant attention, sustained attention</bold></td>
<td valign="top" align="left">ability to maintain focused and stable across long time intervals (<xref ref-type="bibr" rid="B45">45</xref>); the decline in timely and correct responses is defined as vigilance decrement or time-on-task effects</td>
<td valign="top" align="left">- Mackworth Clock Test, PVT, RTT, FCT, go/no-go tasks<break/> - EEG, PSG, HRV, fMRI</td>
</tr>
<tr>
<td valign="top" align="left"><bold>alertness</bold></td>
<td valign="top" align="left">state of being awake, prepared to act/react; also defined as the result of the interplay between circadian processes, sleep-homeostasis and sleep inertia (<xref ref-type="bibr" rid="B46">46</xref>); influenced by time-awake-, time-on-duty or time-on-task</td>
<td valign="top" align="left">- PVT, RTT, go/no-go tasks, FCT<break/> - EEG, PSG, EP, HRV</td>
</tr>
<tr>
<td valign="top" align="left"><bold>sleepiness</bold></td>
<td valign="top" align="left">subjective expression of the individuals need of sleep (feeling of being sleepy); sleepiness characterizes the transition between being alert (awake, fully awake) and falling asleep, accompanied by subjective (cognitive) and objective (physiological, behavioral) changes</td>
<td valign="top" align="left">subjective (cognitive) measurements: Karolinska Sleepiness Scale (KSS) (<xref ref-type="bibr" rid="B47">47</xref>),<break/> Stanford Sleepiness Test (SSS) (<xref ref-type="bibr" rid="B48">48</xref>), Epworth Sleepiness Scale (ESS) (<xref ref-type="bibr" rid="B49">49</xref>)<break/> objective (physiological) measurements: Multiple Sleep Latency Test (MSLT) (<xref ref-type="bibr" rid="B50">50</xref>),<break/> Maintenance of Wakefulness Test (MWT) (<xref ref-type="bibr" rid="B51">51</xref>), pupillometry, videometry</td>
</tr>
<tr>
<td valign="top" align="left"><bold>fatigue, tiredness</bold></td>
<td valign="top" align="left"><italic>fatigue</italic> = subjective sense of tiredness; influenced by two biological factors: sleep-homeostasis and circadian processes; depends on the time-awake, time-on-duty or time-on-task; &#x0201C;fatigue&#x0201D; is often interchangeable used with sleepiness or tiredness; therefore it is important to distinguish between mental and physical fatigue (<xref ref-type="bibr" rid="B52">52</xref>). <italic>tiredness</italic> = diurnal fluctuations of wakefulness, contrary to sleepiness because (daytime) sleepiness is a sign of non-restorative sleep (<xref ref-type="bibr" rid="B53">53</xref>).</td>
<td valign="top" align="left">subjective (cognitive) measurements: e.g., Fatigue Severity Scale (FSS) (<xref ref-type="bibr" rid="B54">54</xref>),<break/> Fatigue Assessment Instrument (FAI) (<xref ref-type="bibr" rid="B55">55</xref>)<break/> objective (physiological) measurements: e.g., PVT, RTT, FCT, go/no-go tasks<break/> PERCLOS (<xref ref-type="bibr" rid="B56">56</xref>), EEG, PSG, EP, videometry</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>One reason for these shortcomings is the lacking comprehensive concept of vigilance in basic sleep research; an attempt at such a concept by Posner and Rafal (the attention model) has yet to be updated (<xref ref-type="bibr" rid="B61">61</xref>). Approaches with attention triggered by cues, inwards (e.g., linked to mind wandering and daydreams) or outwards orientated (directed or selective) or reinforcing behaviors over time (as a sign of vigilance) may foster new insights as well as discussing the role of awareness in the context of vigilance (<xref ref-type="bibr" rid="B62">62</xref>). Currently, vigilance testing in sleep medicine is characterized by a cocktail of test methods (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B42">42</xref>) and confusing definitions taken over from neighboring disciplines, particularly psychology (see <xref ref-type="table" rid="T1">Table 1</xref>). New insights may offer functional magnetic resonance imaging studies with sleep deprived subjects (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B64">64</xref>).</p>
</sec>
<sec id="s5">
<title>Revisiting the Concept of Vigilance</title>
<p>It is certainly not necessary to reinvent the concept of vigilance; A look at the extensive literature on this topic proves that there are already enough concepts and ideas. Looking back and anticipating Head&#x00027;s genuine considerations is enough to gather new ideas and perspectives. As a first step, it is necessary to clearly distinguish vigilance from other concepts such as alertness, attention or arousal (<xref ref-type="bibr" rid="B43">43</xref>). By doing this, we suggest a second step to reframe the concept of vigilance as a mindset for collecting data on sleep-wake behaviors (e.g., psychometric testing, sleep studies, behavioral observation, subjective data, etc.) and their interpretation (see <xref ref-type="fig" rid="F1">Figure 1</xref>). Research on vigilance should consider three <italic>perspectives</italic>:</p>
<sec>
<title>Vigilance&#x02014;Allocation of Resources</title>
<p>From a neurophysiological point of view, tiredness, fatigue, and decrements in attention and concentration are the consequences of neuronal inhibition, habituation or, more generally speaking, the decrease of alertness-promoting compounds (monoamines, acetylcholine). Subsequently, substances inhibiting neuronal signal processing accumulate [e.g., adenosine (<xref ref-type="bibr" rid="B65">65</xref>)] and thus produce &#x0201C;sleep pressure&#x0201D;. We consider wakefulness and alertness as biological resources which guarantee adequate reactions, ultimately for survival. If these resources tail off, compensatory actions are initiated, which are observable (e.g., behavioral patterns such as stretching, yawning) and measurable. In our opinion, the process of allocating resources is a matter of vigilance.</p>
</sec>
<sec>
<title>Vigilance&#x02014;Compensatory Behaviors</title>
<p>Sleepy subjects try to keep themselves awake through auto-stimulating behavior (yawning, stretching, lolling, singing, whistling) (<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>). These subsidiary behaviors (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>) are an expression of compensatory mechanisms to replace or mitigate diminishing alertness in order to fight against falling asleep. For example, children sometimes show hyperactive behavior at bedtime as a countermeasure for sleepiness. We think that compensatory actions such as subsidiary behaviors are a sign of the vigilant subject and thus relates to Head&#x00027;s 3rd sub-service of vigilance (<italic>reorganization</italic>). Therefore, the identification and documentation of compensatory or subsidiary behaviors should be an essential part of vigilance diagnostics. With the use of video recordings and image processing tools, behavioral observation is feasible without consuming too much time and guarantees objective data analysis (<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>).</p>
</sec>
<sec>
<title>Vigilance&#x02014;(Human) Environmental Interactions</title>
<p>Many situations in daily life necessitate increased levels of attention and concentration. Activities like driving on the motorway for several hours at night, paying attention in class, or simply crossing a busy road require a substantial level of attention, not only to the environment, but also to one&#x00027;s &#x02018;inner&#x02019; world (i.e., emotions, motivation). The interplay between self-perception (e.g., &#x02018;I&#x00027;m sleepy because I didn&#x00027;t sleep the night before&#x02019;) and environmental demands (e.g., the consequences of errors) produce tension and activation, which are not considered by conventional vigilance test settings. For example, studies on driver fatigue demonstrate that car driving simulators do not reflect the situations of driving on a road at night. In real life, drivers are less tired and sleepy as compared to experimental settings in a lab (<xref ref-type="bibr" rid="B72">72</xref>). Therefore, we suggest including information about the test setting in clinical practice as well as in basic scientific research.</p>
</sec>
</sec>
<sec id="s6">
<title>Conclusions and Further Perspectives</title>
<p>Good sleep has numerous effects such as recovery from physical and emotional stress, and being well-rested, alert, concentrated, and productive during wakefulness. Vigilance is essential to guarantees adequate reactions to any kind of stimuli in order to ensure adaptation to changing environmental conditions. Conceived as a theoretical model (or construct), vigilance can be indirectly measured through psychophysiological methods or observed through <italic>visible behavioral cues</italic>, in particular by the degree (e.g., intensity, speed etc.) of ordered reactions including automatic behaviors. In our opinion, behavioral observation plays a key role in vigilance monitoring. Alertness, awareness or attentiveness are vigilance-associated processes, but not equivalents of vigilance. We suggest three new directions in future research on vigilance: 1st the role of vigilance in allocating resources (as a conceptual and explanatory mindset), 2nd vigilance as a trigger for subsidiary behaviors (&#x0201C;measured&#x0201D; by behavioral observations), and 3rd vigilance embedded in environmental interactions (which consider information about the test setting to be essential for classifying vigilant behaviors). Some of these suggestions have already been implemented with promising results (<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B73">73</xref>).</p>
<p>Vigilance, re-defined as a system of allocation and reorganization of biological resources, provides a better understanding of sleep-wake behaviors and allows for the consequences of non-restorative sleep to be assessed in more detail. This approach may also improve the validity of bio-mathematical models in fatigue risk management to predict fatigue-related decrements in performance (<xref ref-type="bibr" rid="B74">74</xref>).</p>
</sec>
<sec sec-type="data-availability" id="s7">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>GK: conceptualization and wirting&#x02014;draft manuscript. JZ: manuscript editing and review. OI: conceptualization and manuscript editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack><p>The authors would like to express their thanks to Ms. Scout McWilliams for her editorial assistance.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Head</surname> <given-names>H</given-names></name></person-group>. <article-title>&#x00027;Vigilance&#x00027;; a physiological state of the nervous system</article-title>. <source>Brit J Psycho Gen Sect.</source> (<year>1923</year>) <volume>14</volume>:<fpage>126</fpage>&#x02013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1111/j.2044-8295.1923.tb00122.x</pub-id></citation>
</ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ulrich</surname> <given-names>G</given-names></name></person-group>. <article-title>The importance of the concept vigilance for psychophysiological research</article-title>. <source>Med Hypotheses.</source> (<year>1988</year>) <volume>27</volume>:<fpage>227</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/0306-9877(88)90149-1</pub-id><pub-id pub-id-type="pmid">3211021</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mackworth</surname> <given-names>NH</given-names></name></person-group>. <article-title>The breakdown of vigilance during prolonged visual search</article-title>. <source>Quart J Exp Psychol.</source> (<year>1948</year>) <volume>1</volume>:<fpage>6</fpage>&#x02013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1080/17470214808416738</pub-id></citation>
</ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Buckner</surname> <given-names>DN</given-names></name> <name><surname>McGrath</surname> <given-names>JJ</given-names></name></person-group>. <source>Vigilance: a Symposium</source>. (<year>1963</year>). <publisher-loc>New York, San Francisco, Toronto, London</publisher-loc>: <publisher-name>McGraw-Hill Book Company</publisher-name>.</citation>
</ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Stroh</surname> <given-names>CM</given-names></name></person-group>. <source>Vigilance: The Problem of Sustained Attention.</source> (<year>1971</year>). <publisher-loc>Oxford, New York, Toronto, Sydney, Braunschweig</publisher-loc>: <publisher-name>Pergamon Press</publisher-name>.</citation>
</ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Canisius</surname> <given-names>S</given-names></name> <name><surname>Penzel</surname> <given-names>T</given-names></name></person-group>. <article-title>Vigilance monitoring&#x02014;review and practical aspects</article-title>. <source>Biomed Tech.</source> (<year>2007</year>) <volume>52</volume>:<fpage>77</fpage>&#x02013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1515/BMT.2007.015</pub-id><pub-id pub-id-type="pmid">17313339</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wilkinson</surname> <given-names>RT</given-names></name> <name><surname>Houghton</surname> <given-names>D</given-names></name></person-group>. <article-title>Field test of arousal: a portable reaction timer with data storage</article-title>. <source>Hum Factors.</source> (<year>1982</year>) <volume>24</volume>:<fpage>487</fpage>&#x02013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1177/001872088202400409</pub-id><pub-id pub-id-type="pmid">7129455</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dinges</surname> <given-names>DF</given-names></name> <name><surname>Powell</surname> <given-names>JW</given-names></name></person-group>. <article-title>Microcomputer analyses of performance on a portable, simple visual RT task during sustained operations</article-title>. <source>Behav Res Meth Instr Comp.</source> (<year>1985</year>) <volume>17</volume>:<fpage>652</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.3758/BF03200977</pub-id></citation>
</ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oken</surname> <given-names>BS</given-names></name> <name><surname>Salinsky</surname> <given-names>MC</given-names></name> <name><surname>Elsas</surname> <given-names>SM</given-names></name></person-group>. <article-title>Vigilance, alertness, or sustained attention: physiological basis and measurement</article-title>. <source>Clin Neurophysiol.</source> (<year>2006</year>) <volume>117</volume>:<fpage>1885</fpage>&#x02013;<lpage>901</lpage>. <pub-id pub-id-type="doi">10.1016/j.clinph.2006.01.017</pub-id><pub-id pub-id-type="pmid">16581292</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hudson</surname> <given-names>AN</given-names></name> <name><surname>Van Dongen</surname> <given-names>HPA</given-names></name> <name><surname>Horn</surname> <given-names>K</given-names></name></person-group>. <article-title>Sleep deprivation, vigilant attention, and brain function: a review</article-title>. <source>Neuropsychopharmacology.</source> (<year>2020</year>) <volume>45</volume>:<fpage>21</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1038/s41386-019-0432-6</pub-id><pub-id pub-id-type="pmid">31176308</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weitkunat</surname> <given-names>R</given-names></name> <name><surname>Bestler</surname> <given-names>M</given-names></name></person-group>. <article-title>Computerized Mackworth vigilance clock test</article-title>. <source>Comput Meth Prog Biomed.</source> (<year>1990</year>) <volume>32</volume>:<fpage>147</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/0169-2607(90)90095-Q</pub-id><pub-id pub-id-type="pmid">2397639</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lichstein</surname> <given-names>KL</given-names></name> <name><surname>Riedel</surname> <given-names>BW</given-names></name> <name><surname>Richman</surname> <given-names>SL</given-names></name></person-group>. <article-title>The Mackworth Clock Test: a computerized version</article-title>. <source>J Psychol.</source> (<year>2000</year>) <volume>134</volume>:<fpage>153</fpage>&#x02013;<lpage>61</lpage>. <pub-id pub-id-type="doi">10.1080/00223980009600858</pub-id><pub-id pub-id-type="pmid">10766107</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lim</surname> <given-names>J</given-names></name> <name><surname>Dinges</surname> <given-names>DF</given-names></name></person-group>. <article-title>Sleep deprivation and vigilant attention</article-title>. <source>Ann NY Acad Sci.</source> (<year>2008</year>) <volume>1129</volume>:<fpage>305</fpage>&#x02013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1196/annals.1417.002</pub-id><pub-id pub-id-type="pmid">18591490</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Doran</surname> <given-names>S</given-names></name> <name><surname>Van Dongen</surname> <given-names>HPA</given-names></name> <name><surname>Dinges</surname> <given-names>D</given-names></name></person-group>. <article-title>Sustained attention performance during sleep deprivation: evidence of state instability</article-title>. <source>Arch Ital Biol.</source> (<year>2001</year>) <volume>139</volume>:<fpage>253</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.4449/aib.v139i3.503</pub-id><pub-id pub-id-type="pmid">11330205</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karoly</surname> <given-names>P</given-names></name></person-group>. <article-title>Mechanisms of self-regulation: a systems view</article-title>. <source>Annu Rev Psychol.</source> (<year>1993</year>) <volume>44</volume>:<fpage>23</fpage>&#x02013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1146/annurev.ps.44.020193.000323</pub-id></citation>
</ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hess</surname> <given-names>WR</given-names></name></person-group>. <article-title>&#x000DC;ber die Wechselbeziehung zwischen psychischen und vegetativen Funktionen</article-title>. <source>Schweiz Arch Neurol Psych.</source> (<year>1925</year>) <volume>15</volume>:<fpage>260</fpage>&#x02013;<lpage>77</lpage>.</citation>
</ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moruzzi</surname> <given-names>G</given-names></name> <name><surname>Magoun</surname> <given-names>HW</given-names></name></person-group>. <article-title>Brain stem reticular formation and activation of the EEG</article-title>. <source>Electroencephalogr Clin Neurophysiol.</source> (<year>1949</year>) <volume>1</volume>:<fpage>455</fpage>&#x02013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.1016/0013-4694(49)90219-9</pub-id><pub-id pub-id-type="pmid">7626974</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Monroe</surname> <given-names>LJ</given-names></name></person-group>. <article-title>Psychological and physiological differences between good and poor sleepers</article-title>. <source>J Abnormal Psychol.</source> (<year>1967</year>) <volume>72</volume>:<fpage>255</fpage>&#x02013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1037/h0024563</pub-id><pub-id pub-id-type="pmid">3806425</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Riemann</surname> <given-names>D</given-names></name> <name><surname>Spiegelhalder</surname> <given-names>K</given-names></name> <name><surname>Feige</surname> <given-names>B</given-names></name> <name><surname>Voderholzer</surname> <given-names>U</given-names></name> <name><surname>Berger</surname> <given-names>M</given-names></name> <name><surname>Perlis</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>The hyperarousal model of insomnia: a review of the concept and its evidence</article-title>. <source>Sleep Med Rev.</source> (<year>2010</year>) <volume>14</volume>:<fpage>19</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1016/j.smrv.2009.04.002</pub-id><pub-id pub-id-type="pmid">19481481</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Lindsley</surname> <given-names>DB</given-names></name></person-group>. <article-title>Attention, consciousness, sleep &#x00026; wakefulness</article-title>. In: <person-group person-group-type="editor"><name><surname>Field</surname> <given-names>J</given-names></name> <name><surname>Magoun</surname> <given-names>HW</given-names></name> <name><surname>Hall</surname> <given-names>VE</given-names></name></person-group>. (Eds). <source>Handbook of Psychophysiology, Section I, Neurophysiology (Vol II).</source> (<year>1960</year>). <publisher-loc>Washington DC</publisher-loc>: <publisher-name>American Physiological Society</publisher-name>.</citation>
</ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roth</surname> <given-names>B</given-names></name></person-group>. <article-title>The clinical and theoretical importance of EEG rhythms corresponding to state lowered vigilance</article-title>. <source>Electroencephalogr Clin Neurophysiol.</source> (<year>1961</year>) <volume>13</volume>:<fpage>395</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/0013-4694(61)90008-6</pub-id><pub-id pub-id-type="pmid">14494365</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Bente</surname> <given-names>D</given-names></name></person-group>. <source>Die Insuffizienz des Vigilanztonus.</source> (<year>1964</year>). <publisher-loc>Erlangen</publisher-loc>: <publisher-name>Habilitationsschrift, M&#x000FC;ller Verlag</publisher-name>.</citation>
</ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Streitberg</surname> <given-names>B</given-names></name> <name><surname>R&#x000F6;hmel</surname> <given-names>J</given-names></name> <name><surname>Herrmann</surname> <given-names>WM</given-names></name> <name><surname>Kubicki</surname> <given-names>S</given-names></name></person-group>. <article-title>COMSTAT rule for vigilance classification based on spontaneous EEG activity</article-title>. <source>Neuropsychobiology.</source> (<year>1987</year>) <volume>17</volume>:<fpage>105</fpage>&#x02013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1159/000118347</pub-id><pub-id pub-id-type="pmid">3627388</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Kugler</surname> <given-names>J</given-names></name> <name><surname>Leutner</surname> <given-names>V</given-names></name></person-group>. <source>Vigilanz. Ihre Bestimmung und Beeinflussung.</source> (<year>1984</year>). <publisher-loc>Basel</publisher-loc>: <publisher-name>Edition Roche</publisher-name>.</citation>
</ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Czisch</surname> <given-names>M</given-names></name> <name><surname>Wehrle</surname> <given-names>R</given-names></name> <name><surname>Harsay</surname> <given-names>HA</given-names></name> <name><surname>Wetter</surname> <given-names>TC</given-names></name> <name><surname>Holsboer</surname> <given-names>F</given-names></name> <name><surname>S&#x000E4;mann</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>On the need of objective vigilance monitoring: effects of sleep loss on target detection and task-negative activity using combined EEG/fMRI</article-title>. <source>Front Neurol</source>. (<year>2012</year>) <volume>3</volume>:<fpage>67</fpage>. <pub-id pub-id-type="doi">10.3389/fneur.2012.00067</pub-id><pub-id pub-id-type="pmid">22557992</pub-id></citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koella</surname> <given-names>WP</given-names></name></person-group>. <article-title>Vigilance&#x02014;local vigilance&#x02014;the vigilance profile: a new concept and its application in neurobiology and biological psychiatry</article-title>. <source>Acta Neurol Scand</source>. (<year>1984</year>) <volume>99</volume>: <fpage>35</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1111/j.1600-0404.1984.tb05667.x</pub-id><pub-id pub-id-type="pmid">6146238</pub-id></citation></ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sander</surname> <given-names>C</given-names></name> <name><surname>Hensch</surname> <given-names>T</given-names></name> <name><surname>Wittekind</surname> <given-names>DA</given-names></name> <name><surname>B&#x000F6;ttger</surname> <given-names>D</given-names></name> <name><surname>Hegerl</surname> <given-names>U</given-names></name></person-group>. <article-title>Assessment of wakefulness and brain arousal regulation in psychiatric research</article-title>. <source>Neuropsychobiology</source>. (<year>2015</year>) <volume>72</volume>:<fpage>195</fpage>&#x02013;<lpage>205</lpage>. <pub-id pub-id-type="doi">10.1159/000439384</pub-id><pub-id pub-id-type="pmid">26901462</pub-id></citation></ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herrmann</surname> <given-names>WM</given-names></name> <name><surname>Kern</surname> <given-names>U</given-names></name> <name><surname>R&#x000F6;hmel</surname> <given-names>J</given-names></name></person-group>. <article-title>Contribution to the search for vigilance-indicative EEG variables. Results of a controlled, double-blind study with pyritinol in elderly patients with symptoms of mental dysfunction</article-title>. <source>Pharmacopsychiatry.</source> (<year>1986</year>) <volume>19</volume>:<fpage>75</fpage>&#x02013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1055/s-2007-1017159</pub-id><pub-id pub-id-type="pmid">3517890</pub-id></citation></ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Raymann</surname> <given-names>R</given-names></name> <name><surname>van Someren</surname> <given-names>E</given-names></name></person-group>. <article-title>Time-on-task impairment of psychomotor vigilance is affected by mild skin warming and changes with aging and insomnia</article-title>. <source>Sleep.</source> (<year>2007</year>) <volume>30</volume>:<fpage>96</fpage>&#x02013;<lpage>103</lpage>. <pub-id pub-id-type="doi">10.1093/sleep/30.1.96</pub-id><pub-id pub-id-type="pmid">17310870</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maire</surname> <given-names>M</given-names></name> <name><surname>Reichert</surname> <given-names>CF</given-names></name> <name><surname>Gabel</surname> <given-names>V</given-names></name> <name><surname>Viola</surname> <given-names>AU</given-names></name> <name><surname>Phillips</surname> <given-names>C</given-names></name> <name><surname>Berthomier</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Human brain patterns underlying vigilant attention: impact of sleep debt, circadian phase and attentional engagement</article-title>. <source>Sci Rep.</source> (<year>2018</year>) <volume>8</volume>:<fpage>970</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-017-17022-9</pub-id><pub-id pub-id-type="pmid">31434989</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haubert</surname> <given-names>A</given-names></name> <name><surname>Walsh</surname> <given-names>M</given-names></name> <name><surname>Boyd</surname> <given-names>R</given-names></name> <name><surname>Morris</surname> <given-names>M</given-names></name> <name><surname>Wiedbusch</surname> <given-names>M</given-names></name> <name><surname>Krusmark</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Relationship of event-related potentials to the vigilance decrement</article-title>. <source>Front Psychol</source>. (<year>2018</year>) <volume>9</volume>:<fpage>237</fpage>. <pub-id pub-id-type="doi">10.3389/fpsyg.2018.00237</pub-id><pub-id pub-id-type="pmid">29559936</pub-id></citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maccora</surname> <given-names>J</given-names></name> <name><surname>Manousakis</surname> <given-names>JE</given-names></name> <name><surname>Anderson</surname> <given-names>C</given-names></name></person-group>. <article-title>Pupillary instability as an accurate, objective marker of alertness failure and performance impairment</article-title>. <source>J Sleep Res e</source>. (<year>2018</year>). <pub-id pub-id-type="doi">10.1111/jsr.12739</pub-id><pub-id pub-id-type="pmid">30062813</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Henelius</surname> <given-names>A</given-names></name> <name><surname>Sallinen</surname> <given-names>M</given-names></name> <name><surname>Huotilainen</surname> <given-names>M</given-names></name> <name><surname>M&#x000FC;ller</surname> <given-names>K</given-names></name> <name><surname>Virkkala</surname> <given-names>J</given-names></name> <name><surname>Puolam&#x000E4;ki</surname> <given-names>K</given-names></name></person-group>. <article-title>Heart rate variability for evaluating vigilant attention in partial chronic sleep restriction</article-title>. <source>Sleep.</source> (<year>2014</year>) <volume>37</volume>:<fpage>1257</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.5665/sleep.3850</pub-id><pub-id pub-id-type="pmid">24987165</pub-id></citation></ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Iber</surname> <given-names>C</given-names></name> <name><surname>Ancoli-Israel</surname></name> <name><surname>Chesson</surname> <given-names>A</given-names></name> <name><surname>Quan</surname> <given-names>SF</given-names></name> <collab>for the American Academy of Sleep Medicine</collab></person-group>. <source>The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications.</source> (<year>2007</year>). <publisher-loc>Westchester, Illinois</publisher-loc>: <publisher-name>American Academy of Sleep Medicine</publisher-name>.</citation>
</ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Siclari</surname> <given-names>F</given-names></name> <name><surname>Tononi</surname> <given-names>G</given-names></name></person-group>. <article-title>Local aspects of sleep and wakefulness</article-title>. <source>Curr Opin Neurobiol.</source> (<year>2017</year>) <volume>44</volume>:<fpage>222</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1016/j.conb.2017.05.008</pub-id><pub-id pub-id-type="pmid">28575720</pub-id></citation></ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huber</surname> <given-names>R</given-names></name> <name><surname>Ghilardi</surname> <given-names>MF</given-names></name> <name><surname>Massimini</surname> <given-names>M</given-names></name> <name><surname>Tononi</surname> <given-names>G</given-names></name></person-group>. <article-title>Local sleep and learning</article-title>. <source>Nature.</source> (<year>2004</year>) <volume>430</volume>:<fpage>78</fpage>&#x02013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1038/nature02663</pub-id><pub-id pub-id-type="pmid">15184907</pub-id></citation></ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koella</surname> <given-names>WP</given-names></name></person-group>. <article-title>The organization and regulation of sleep</article-title>. <source>Experientia.</source> (<year>1984</year>) <volume>40</volume>:<fpage>309</fpage>&#x02013;<lpage>408</lpage>. <pub-id pub-id-type="doi">10.1007/BF01952538</pub-id><pub-id pub-id-type="pmid">6370714</pub-id></citation></ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hinds</surname> <given-names>O</given-names></name> <name><surname>Thompson</surname> <given-names>TW</given-names></name> <name><surname>Ghosh</surname> <given-names>S</given-names></name> <name><surname>Yoo</surname> <given-names>JJ</given-names></name> <name><surname>Whitefield-Gabrieli</surname> <given-names>S</given-names></name> <name><surname>Triantafyllou</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Roles of default-mode network and supplementary motor area in human vigilance performance: evidence from real-time fMRI</article-title>. <source>J Neurophysiol.</source> (<year>2013</year>) <volume>109</volume>:<fpage>1250</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1152/jn.00533.2011</pub-id><pub-id pub-id-type="pmid">23236006</pub-id></citation></ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bogler</surname> <given-names>C</given-names></name> <name><surname>Vowinkel</surname> <given-names>A</given-names></name> <name><surname>Zhutovsky</surname> <given-names>P</given-names></name> <name><surname>Haynes</surname> <given-names>JD</given-names></name></person-group>. <article-title>Default network activity is associated with better performance in a vigilance task</article-title>. <source>Front Hum Neurosci.</source> (<year>2017</year>) <volume>11</volume>:<fpage>623</fpage>. <pub-id pub-id-type="doi">10.3389/fnhum.2017.00623</pub-id><pub-id pub-id-type="pmid">29311878</pub-id></citation></ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Raichle</surname> <given-names>ME</given-names></name></person-group>. <article-title>The brain&#x00027;s default mode network</article-title>. <source>Annu Rev Neurosci.</source> (<year>2016</year>) <volume>38</volume>:<fpage>433</fpage>&#x02013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-neuro-071013-014030</pub-id><pub-id pub-id-type="pmid">25938726</pub-id></citation></ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Falahpour</surname> <given-names>M</given-names></name> <name><surname>Chang</surname> <given-names>C</given-names></name> <name><surname>Wong</surname> <given-names>CW</given-names></name> <name><surname>Liu</surname> <given-names>T</given-names></name></person-group>. <article-title>Template-based prediction of vigilance fluctuations in resting-state fMRI</article-title>. <source>Neuroimage</source>. (<year>2018</year>) <volume>174</volume>:<fpage>317</fpage>&#x02013;<lpage>27</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuroimage.2018.03.012</pub-id><pub-id pub-id-type="pmid">29548849</pub-id></citation></ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shahid</surname> <given-names>A</given-names></name> <name><surname>Shen</surname> <given-names>J</given-names></name> <name><surname>Shapiro</surname> <given-names>CM</given-names></name></person-group>. <article-title>Measurements of sleepiness and fatigue</article-title>. <source>J Psychosom Res.</source> (<year>2010</year>) <volume>69</volume>:<fpage>81</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.jpsychores.2010.04.001</pub-id><pub-id pub-id-type="pmid">20630266</pub-id></citation></ref>
<ref id="B43">
<label>43.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Schie</surname> <given-names>MKM</given-names></name> <name><surname>Lammers</surname> <given-names>GJ</given-names></name> <name><surname>Fronczek</surname> <given-names>R</given-names></name> <name><surname>Middelkoop</surname> <given-names>HAM</given-names></name> <name><surname>van Dijk</surname> <given-names>JG</given-names></name></person-group>. <article-title>Vigilance: discussion of related concepts and proposal for a definition</article-title>. <source>Sleep Med.</source> (<year>2021</year>) <volume>83</volume>:<fpage>175</fpage>&#x02013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1016/j.sleep.2021.04.038</pub-id><pub-id pub-id-type="pmid">34022494</pub-id></citation></ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fan</surname> <given-names>J</given-names></name> <name><surname>McCansliss</surname> <given-names>BD</given-names></name> <name><surname>Fossella</surname> <given-names>J</given-names></name> <name><surname>Flombaum</surname> <given-names>JI</given-names></name> <name><surname>Posner</surname> <given-names>MI</given-names></name></person-group>. <article-title>The activation of attentional networks</article-title>. <source>Neuroimage.</source> (<year>2005</year>) <volume>26</volume>:<fpage>471</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuroimage.2005.02.004</pub-id><pub-id pub-id-type="pmid">15907304</pub-id></citation></ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Warm</surname> <given-names>J</given-names></name> <name><surname>Parasuraman</surname> <given-names>R</given-names></name> <name><surname>Mathews</surname> <given-names>G</given-names></name></person-group>. <article-title>Vigilance requires mental work and is stressful</article-title>. <source>Hum Factors.</source> (<year>2008</year>) <volume>50</volume>:<fpage>433</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1518/001872008X312152</pub-id><pub-id pub-id-type="pmid">18689050</pub-id></citation></ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>&#x000C5;&#x00301;kerstedt</surname> <given-names>T</given-names></name> <name><surname>Folkard</surname> <given-names>S</given-names></name></person-group>. <article-title>Predicting duration of sleep from the three process model of regulation of alertness</article-title>. <source>Occup Environ Med</source>. (<year>1996</year>) <volume>53</volume>:<fpage>136</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1136/oem.53.2.136</pub-id><pub-id pub-id-type="pmid">8777451</pub-id></citation></ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>&#x000C5;&#x00301;kerstedt</surname> <given-names>T</given-names></name> <name><surname>Gillberg</surname> <given-names>M</given-names></name></person-group>. <article-title>Subjective and objective sleepiness in the active individual</article-title>. <source>Int J Neurosci</source>. (<year>1990</year>) <volume>52</volume>:<fpage>29</fpage>&#x02013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.3109/00207459008994241</pub-id><pub-id pub-id-type="pmid">2265922</pub-id></citation></ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoddes</surname> <given-names>E</given-names></name> <name><surname>Zarcone</surname> <given-names>V</given-names></name> <name><surname>Smythe</surname> <given-names>H</given-names></name> <name><surname>Phillips</surname> <given-names>R</given-names></name> <name><surname>Dement</surname> <given-names>WC</given-names></name></person-group>. <article-title>Quantification of sleepiness: a new approach</article-title>. <source>Psychophysiology.</source> (<year>1973</year>) <volume>10</volume>:<fpage>431</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1111/j.1469-8986.1973.tb00801.x</pub-id><pub-id pub-id-type="pmid">4719486</pub-id></citation></ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johns</surname> <given-names>MW</given-names></name></person-group>. <article-title>A new method for measuring daytime sleepiness: the Epworth Sleepiness Scale</article-title>. <source>Sleep.</source> (<year>1991</year>) <volume>14</volume>:<fpage>540</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1093/sleep/14.6.540</pub-id><pub-id pub-id-type="pmid">1798888</pub-id></citation></ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carskadon</surname> <given-names>MA</given-names></name> <name><surname>Dement</surname> <given-names>WC</given-names></name> <name><surname>Mitler</surname> <given-names>MM</given-names></name> <name><surname>Roth</surname> <given-names>T</given-names></name> <name><surname>Westbrook</surname> <given-names>PR</given-names></name> <name><surname>Keenan</surname> <given-names>S</given-names></name></person-group>. <article-title>Guidelines fort he multiple sleep latency test (MSLT): a standard measure of sleepiness</article-title>. <source>Sleep.</source> (<year>1986</year>) <volume>9</volume>:<fpage>519</fpage>&#x02013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1093/sleep/9.4.519</pub-id><pub-id pub-id-type="pmid">3809866</pub-id></citation></ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Doghramji</surname> <given-names>K</given-names></name> <name><surname>Mitler</surname> <given-names>M</given-names></name> <name><surname>Sangal</surname> <given-names>RB</given-names></name> <name><surname>Shapiro</surname> <given-names>C</given-names></name> <name><surname>Taylor</surname> <given-names>S</given-names></name> <name><surname>Walsleben</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>A normative study of the Maintenance Of Wakefulness Test (MWT)</article-title>. <source>Electroencehalogr Clin Neurophysiol</source>. (<year>1997</year>) <volume>103</volume>:<fpage>554</fpage>&#x02013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/S0013-4694(97)00010-2</pub-id><pub-id pub-id-type="pmid">9402886</pub-id></citation></ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mehta</surname> <given-names>RK</given-names></name> <name><surname>Parasuraman</surname> <given-names>R</given-names></name></person-group>. <article-title>Effects of mental fatigue on the development of physical fatigue: a neuroergonomic approach</article-title>. <source>Hum Factors.</source> (<year>2014</year>) <volume>56</volume>:<fpage>645</fpage>&#x02013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.1177/0018720813507279</pub-id><pub-id pub-id-type="pmid">25029891</pub-id></citation></ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wee&#x000DF;</surname> <given-names>HG</given-names></name> <name><surname>Sauter</surname> <given-names>C</given-names></name> <name><surname>Geisler</surname> <given-names>P</given-names></name> <name><surname>B&#x000F6;hning</surname> <given-names>W</given-names></name> <name><surname>Wilhelm</surname> <given-names>B</given-names></name> <name><surname>Rotte</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Vigilance, tendency to fall asleep, sustained attention, tiredness, sleepiness &#x02013; diagnostic tools fort he measurement of sleepiness related processes and their criteria of quality</article-title>. <source>Somnologie</source>. (<year>2000</year>) <volume>4</volume>:<fpage>20</fpage>&#x02013;<lpage>38</lpage>. <pub-id pub-id-type="doi">10.1046/j.1439-054x.2000.00116.x</pub-id></citation>
</ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Krupp</surname> <given-names>LB</given-names></name> <name><surname>LaRocca</surname> <given-names>NG</given-names></name> <name><surname>Muir-Nash</surname> <given-names>J</given-names></name> <name><surname>Steinberg</surname> <given-names>AD</given-names></name></person-group>. <article-title>The fatigue severity scale. Application to patients with multiple sclerosis and systemic lupus erythematosus</article-title>. <source>Arch Neurol.</source> (<year>1989</year>) <volume>46</volume>:<fpage>1121</fpage>&#x02013;<lpage>3</lpage>. <pub-id pub-id-type="doi">10.1001/archneur.1989.00520460115022</pub-id><pub-id pub-id-type="pmid">2803071</pub-id></citation></ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schwartz</surname> <given-names>JE</given-names></name> <name><surname>Jandorf</surname> <given-names>L</given-names></name> <name><surname>Krupp</surname> <given-names>LB</given-names></name></person-group>. <article-title>The measurement of fatigue: a new instrument</article-title>. <source>J Psychosom Res.</source> (<year>1993</year>) <volume>37</volume>:<fpage>753</fpage>&#x02013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/0022-3999(93)90104-N</pub-id><pub-id pub-id-type="pmid">8229906</pub-id></citation></ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dinges</surname> <given-names>D</given-names></name> <name><surname>Grace</surname> <given-names>R</given-names></name></person-group>. <source>PERCLOS: A Valid Psychophysiological Measure of Alertness as Assessed by Psychomotor Vigilance.</source> (<year>1998</year>). TechBrief NHTSA, Publication No. FHWA-MCRT-98-006</citation>
</ref>
<ref id="B57">
<label>57.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arand</surname> <given-names>DL</given-names></name> <name><surname>Bonnet</surname> <given-names>M</given-names></name></person-group>. <article-title>The multiple sleep latency test</article-title>. <source>Handb Clin Neurol.</source> (<year>2019</year>) <volume>160</volume>:<fpage>393</fpage>&#x02013;<lpage>403</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-444-64032-1.00026-6</pub-id><pub-id pub-id-type="pmid">31277864</pub-id></citation></ref>
<ref id="B58">
<label>58.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baiardi</surname> <given-names>S</given-names></name> <name><surname>Mondini</surname> <given-names>S</given-names></name></person-group>. <article-title>Inside the clinical evaluation of sleepiness: subjective and objective tools</article-title>. <source>Sleep Breath.</source> (<year>2020</year>) <volume>24</volume>:<fpage>369</fpage>&#x02013;<lpage>77</lpage>. <pub-id pub-id-type="doi">10.1007/s11325-019-01866-8</pub-id><pub-id pub-id-type="pmid">31144154</pub-id></citation></ref>
<ref id="B59">
<label>59.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sangal</surname> <given-names>RB</given-names></name> <name><surname>Sangal</surname> <given-names>MJ</given-names></name> <name><surname>Belisle</surname> <given-names>C</given-names></name></person-group>. <article-title>Subjective and objective indices of sleepiness (ESS and MWT) are not equally useful in patients with sleep apnea</article-title>. <source>Clin Electroencephalogr.</source> (<year>1999</year>) <volume>30</volume>:<fpage>73</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1177/155005949903000208</pub-id><pub-id pub-id-type="pmid">10358786</pub-id></citation></ref>
<ref id="B60">
<label>60.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Trimmel</surname> <given-names>K</given-names></name> <name><surname>Eder</surname> <given-names>HG</given-names></name> <name><surname>B&#x000F6;ck</surname> <given-names>M</given-names></name> <name><surname>Stefanic-Kejik</surname> <given-names>A</given-names></name> <name><surname>Kl&#x000F6;sch</surname> <given-names>G</given-names></name> <name><surname>Seidel</surname> <given-names>St</given-names></name></person-group>. <article-title>The (mis)perception of sleep: factors influencing the discrepancy between self-reported and objective sleep parameters</article-title>. <source>J Clin Sleep Med.</source> (<year>2021</year>) <volume>17</volume>:<fpage>917</fpage>&#x02013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.5664/jcsm.9086</pub-id><pub-id pub-id-type="pmid">33393901</pub-id></citation></ref>
<ref id="B61">
<label>61.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Posner</surname> <given-names>M</given-names></name> <name><surname>Rafal</surname> <given-names>R</given-names></name></person-group>. <article-title>Cognitive theories of attention and the rehabilitation of attentional deficits</article-title>. <fpage>182</fpage>&#x02013;<lpage>201</lpage>. In: <person-group person-group-type="editor"><name><surname>Meier</surname> <given-names>M</given-names></name> <name><surname>Benton</surname> <given-names>A</given-names></name> <name><surname>Diller</surname> <given-names>L</given-names></name></person-group> (Eds): <source>Neuropsychological Rehabilitation</source>. (<year>1987</year>). <publisher-loc>Churchill Livingstone, Edinburgh</publisher-loc>.<pub-id pub-id-type="pmid">11201317</pub-id></citation></ref>
<ref id="B62">
<label>62.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Craig</surname> <given-names>BAD</given-names></name></person-group>. <article-title>How do you feel &#x02013; now? The anterior insular and human awareness</article-title>. <source>Nat Rev Neurosci.</source> (<year>2009</year>) <volume>10</volume>:<fpage>59</fpage>&#x02013;<lpage>70</lpage>. <pub-id pub-id-type="doi">10.1038/nrn2555</pub-id><pub-id pub-id-type="pmid">19096369</pub-id></citation></ref>
<ref id="B63">
<label>63.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maniscalco</surname> <given-names>B</given-names></name> <name><surname>McCurdy</surname> <given-names>L</given-names></name> <name><surname>Odegaard</surname> <given-names>B</given-names></name> <name><surname>Lau</surname> <given-names>H</given-names></name></person-group>. <article-title>Limited cognitive resources explain a trade-off between perceptual and metacognitive vigilance</article-title>. <source>J Neurosci.</source> (<year>2017</year>) <volume>37</volume>:<fpage>1213</fpage>&#x02013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.2271-13.2016</pub-id><pub-id pub-id-type="pmid">28028197</pub-id></citation></ref>
<ref id="B64">
<label>64.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Teng</surname> <given-names>J</given-names></name> <name><surname>Ong</surname> <given-names>JL</given-names></name> <name><surname>Patanaik</surname> <given-names>A</given-names></name> <name><surname>Tandi</surname> <given-names>J</given-names></name> <name><surname>Zhou</surname> <given-names>JH</given-names></name> <name><surname>Chee</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Vigilance declines following sleep deprivation are associated with two previously identified dynamic connectivity states</article-title>. <source>Neuroimage.</source> (<year>2019</year>) <volume>200</volume>:<fpage>382</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuroimage.2019.07.004</pub-id><pub-id pub-id-type="pmid">31276798</pub-id></citation></ref>
<ref id="B65">
<label>65.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Porkka-Heiskanen</surname> <given-names>T</given-names></name> <name><surname>Zitting</surname> <given-names>KM</given-names></name> <name><surname>Wigren</surname> <given-names>HK</given-names></name></person-group>. <article-title>Sleep, its regulation and possible mechanism of sleep disturbances</article-title>. <source>Acta Physiol.</source> (<year>2013</year>) <volume>208</volume>:<fpage>311</fpage>&#x02013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.1111/apha.12134</pub-id><pub-id pub-id-type="pmid">34248474</pub-id></citation></ref>
<ref id="B66">
<label>66.</label>
<citation citation-type="thesis"><person-group person-group-type="author"><name><surname>Kemethofer</surname> <given-names>M</given-names></name></person-group>. <source>Behavior Patterns and Effects of Napping During Night-Time Driving.</source> (<year>2013</year>). Master thesis online <ext-link ext-link-type="uri" xlink:href="http://othes.univie.ac.at/27554/">http://othes.univie.ac.at/27554/</ext-link></citation>
</ref>
<ref id="B67">
<label>67.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tse</surname> <given-names>E</given-names></name> <name><surname>Bao</surname> <given-names>S</given-names></name> <name><surname>Campbell</surname> <given-names>M</given-names></name> <name><surname>Carson</surname> <given-names>N</given-names></name> <name><surname>Hussaina</surname> <given-names>H</given-names></name> <name><surname>Maher</surname> <given-names>KS</given-names></name> <etal/></person-group>. <article-title>Behavioural observations step 3: vigilance of night-time drivers</article-title>. <source>Sleep Med</source>. (<year>2017</year>) <volume>40</volume>:<fpage>e3</fpage>&#x02013;<lpage>185</lpage>. <pub-id pub-id-type="doi">10.1016/j.sleep.2017.11.483</pub-id></citation>
</ref>
<ref id="B68">
<label>68.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rog&#x000E9;</surname> <given-names>J</given-names></name> <name><surname>Pebayle</surname> <given-names>T</given-names></name> <name><surname>Muzet</surname> <given-names>A</given-names></name></person-group>. <article-title>Variations of the level of vigilance and of behavioral activities during simulated automobile driving</article-title>. <source>Accid Anal Prev.</source> (<year>2001</year>) <volume>33</volume>:<fpage>181</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/S0001-4575(00)00029-4</pub-id><pub-id pub-id-type="pmid">11204888</pub-id></citation></ref>
<ref id="B69">
<label>69.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Takanishi</surname> <given-names>T</given-names></name> <name><surname>Ebara</surname> <given-names>T</given-names></name> <name><surname>Murasaki</surname> <given-names>G</given-names></name> <name><surname>Kubo</surname> <given-names>T</given-names></name> <name><surname>Tachi</surname> <given-names>N</given-names></name> <name><surname>Itani</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>Interactive model of subsidiary behaviors, work performance and autonomic nerve activity during visual display terminal work</article-title>. <source>J Occup Health.</source> (<year>2010</year>) <volume>52</volume>:<fpage>39</fpage>&#x02013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1539/joh.L9110</pub-id><pub-id pub-id-type="pmid">20032590</pub-id></citation></ref>
<ref id="B70">
<label>70.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ipsiroglu</surname> <given-names>OS</given-names></name> <name><surname>Kl&#x000F6;sch</surname> <given-names>G</given-names></name> <name><surname>Beyzaei</surname> <given-names>N</given-names></name> <name><surname>McCabe</surname> <given-names>S</given-names></name> <name><surname>Berger</surname> <given-names>M</given-names></name> <name><surname>K&#x000FC;hle</surname> <given-names>HJ</given-names></name> <etal/></person-group>. <article-title>Video recordings of naturalistic observations: pattern recognition of disruptive behaviors in people with mental health or neurodevelopmental conditions</article-title>. (<fpage>54</fpage>&#x02013;<lpage>82</lpage>) In: <person-group person-group-type="editor"><name><surname>Kerzel</surname> <given-names>S</given-names></name> <name><surname>Paditz</surname> <given-names>E</given-names></name></person-group>. (Eds). <source>Aktuelle Kinderschlafmedizin, kleanthes, Dresden</source> (<year>2017</year>)</citation>
</ref>
<ref id="B71">
<label>71.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coronel</surname> <given-names>C</given-names></name> <name><surname>Wiesmeyr</surname> <given-names>C</given-names></name> <name><surname>Garn</surname> <given-names>H</given-names></name> <name><surname>Kohn</surname> <given-names>B</given-names></name> <name><surname>Wimmer</surname> <given-names>M</given-names></name> <name><surname>Mandl</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>3D camera and pulse oximeter for respiratory event detection</article-title>. <source>IEEE J Biomed Health Inform.</source> (<year>2021</year>) <volume>25</volume>:<fpage>181</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1109/JBHI.2020.2984954</pub-id><pub-id pub-id-type="pmid">32324578</pub-id></citation></ref>
<ref id="B72">
<label>72.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hallvig</surname> <given-names>D</given-names></name> <name><surname>Anund</surname> <given-names>A</given-names></name> <name><surname>Fors</surname> <given-names>C</given-names></name> <name><surname>Kecklund</surname> <given-names>G</given-names></name> <name><surname>Karlsson</surname> <given-names>JG</given-names></name> <name><surname>Wahde</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Sleepy driving on the real road and in the simulator &#x02013; a comparison</article-title>. <source>Accid Anal Prev.</source> (<year>2012</year>) <volume>50</volume>:<fpage>44</fpage>&#x02013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.1016/j.aap.2012.09.033</pub-id><pub-id pub-id-type="pmid">23149323</pub-id></citation></ref>
<ref id="B73">
<label>73.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ipsiroglu</surname> <given-names>OS</given-names></name> <name><surname>Hung</surname> <given-names>Y</given-names></name> <name><surname>Chan</surname> <given-names>F</given-names></name> <name><surname>Ross</surname> <given-names>M</given-names></name> <name><surname>Veer</surname> <given-names>D</given-names></name> <name><surname>Soo</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>&#x02018;Diagnosis by behavioral observation&#x02019; home-videosomnography&#x02014;a rigorous ethnographic approach to sleep of children with neurodevelopmental conditions</article-title>. <source>Front Psychiatry.</source> (<year>2015</year>) <volume>6</volume>:<fpage>39</fpage>. <pub-id pub-id-type="doi">10.3389/fpsyt.2015.00039</pub-id><pub-id pub-id-type="pmid">25852578</pub-id></citation></ref>
<ref id="B74">
<label>74.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dawson</surname> <given-names>D</given-names></name> <name><surname>Darwent</surname> <given-names>D</given-names></name> <name><surname>Roach</surname> <given-names>GD</given-names></name></person-group>. <article-title>How should a bio-mathematical model be used within a fatigue risk management system to determine whether or not a working time arrangement is safe?</article-title> <source>Accid Anal Prev.</source> (<year>2017</year>) <volume>99</volume>:<fpage>469</fpage>&#x02013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.1016/j.aap.2015.11.032</pub-id><pub-id pub-id-type="pmid">27040118</pub-id></citation></ref>
</ref-list>
</back>
</article>