Current Visual Pathway Research

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    Current visual scanpath research: a review of investigations into the

    psychotic, anxiety, and mood disorders

    Wei Lin Toha,b,, Susan L. Rossella,b,c, David J. Castlea,d

    aDepartments of Behavioural Science and Psychiatry, The University of Melbourne, Melbourne, VIC, Australiab

    Cognitive Neuropsychology Laboratory, Monash Alfred Psychiatry Research Centre, School of Psychology and Psychiatry, Faculty of Medicine,

    Nursing, and Health Sciences, Monash University, Melbourne, VIC, AustraliacBrain Sciences Institute, Swinburne University of Technology, Melbourne, VIC, Australia

    dDepartment of Psychiatry, St Vincent's Mental Health, Melbourne, VIC, Australia

    Abstract

    The human visual system is comprised of an array of complex organs, which jointly decode information from visible light to construct a

    meaningful representation of the surrounding environment. The study of visual scanpaths transpired in a bid to enhance our understanding of

    the role of eye movements underpinning adaptive functioning as well as psychopathology and was further aided by the advent of modern eye-

    tracking techniques. This review provides a background to the nature of visual scanpaths, followed by an overview and critique of eye

    movement studies in specific clinical populations involving the psychotic, anxiety, and mood disorders, and concludes with suggested

    directions for future research. We performed a Medline and PsycInfo literature search, based on variations of the terms visual scanpath,

    eye-tracking,and eye movements,in relation to articles published from 1986 to the present. Eye-tracking studies in schizophrenia mostly

    concurred with the existence of a restricted scanning strategy, characterized by fewer number of fixations of increased durations, with

    shorter scanpath lengths, and a marked avoidance of salient features, especially in relation to facial emotion perception. This has been

    interpreted as likely reflecting dual impairments in configural processing as well as gestalt perception. Findings from the anxiety and mood

    disorders have conversely failed to yield coherent results, with further research warranted to provide corroborating evidence and overcome

    identified methodological limitations. Future studies should also look toward applying similar techniques to related disorders as well as

    conducting parallel neuroimaging investigations to elucidate potential neurobiological correlates. 2010 Elsevier Inc. All rights reserved.

    For the eye altering, alters all.- William Blake, 1757-1827.

    The eye bestows the gift of sight, allowing us to make

    sense of and navigate through our world. Though

    positioned at the gateway to the human visual system, it

    forms but one of an array of complex organs, including the

    optic nerves and chiasm, lateral geniculate nucleus, and

    visual cortex, which jointly decode information fromvisible light to construct a meaningful representation of

    the surrounding environment. Accordingly, we are able to

    perform intricate tasks, such as ident ifying objects,

    perceiving color, and estimating distances, all crucial to

    our everyday functioning. Despite these concrete opera-

    tions, it is most often the psychological manifestation of

    visual information, or visual perception, which is key in

    shaping our behaviors and cognition. This review is aimed

    at providing a background to the nature of visual scanpaths,

    with key consideration to the special case of face

    perception, followed by an overview and critique of eye

    movement studies in healthy and specific clinical popula-tions involving the psychotic, anxiety, and mood disorders.

    We conclude with suggested directions for future research.

    1. Physiology of eye movements

    The act of seeing is initiated when light enters the cornea

    at the front window of the eye and passes through the pupil,

    which either contracts or dilates, thereby controlling the

    Available online at www.sciencedirect.com

    Comprehensive Psychiatry xx (2011) xxx xxxwww.elsevier.com/locate/comppsych

    Corresponding author at: Monash Alfred Psychiatry Research Centre,

    Prahran VIC 3004, Australia. Tel.: +61 3 9076 8650.

    E-mail address:[email protected](W.L. Toh).

    0010-440X/$ see front matter 2010 Elsevier Inc. All rights reserved.

    doi:10.1016/j.comppsych.2010.12.005

    http://dx.doi.org/10.1016/j.comppsych.2010.12.005http://dx.doi.org/10.1016/j.comppsych.2010.12.005http://dx.doi.org/10.1016/j.comppsych.2010.12.005mailto:[email protected]://dx.doi.org/10.1016/j.comppsych.2010.12.005http://dx.doi.org/10.1016/j.comppsych.2010.12.005mailto:[email protected]://dx.doi.org/10.1016/j.comppsych.2010.12.005http://dx.doi.org/10.1016/j.comppsych.2010.12.005http://dx.doi.org/10.1016/j.comppsych.2010.12.005
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    amount of light reaching the sensitive foveal membrane

    located at the center of the retina[1]. This produces a series

    of neural impulses, firing along the optic nerves, to be

    ultimately managed in a hierarchical fashion by various parts

    of the visual system located in the brain. As the fovea forms

    the focus point of the eye, it yields enhanced image

    resolution, allowing it to distinguish much more color and

    visual detail, whereas the rest of the retina mainly comprises

    basic light detectors that act to facilitate efficient peripheral

    vision. Therefore, to process a visual scene in its entirety,

    voluntary shifts of the eye have to take place to acquire,

    fixate, and track the stimulus. By rotating the eye in the

    horizontal and vertical planes, different points of interest

    may be visually processed. These eye rotations are quantified

    in terms of degrees of visual angle, with several successive

    rotations required for a complete scan of the visual scene.

    Depending on whether the visual stimulus is in motion or

    stationary, research has focused on investigating 2 respective

    classes of eye movements, namely, smooth pursuit vs

    saccades, the latter of which forms the sole interest of thecurrent review.

    1.1. The visual scanpath

    Early proponents devised the notion of the visual

    scanpath in an attempt to provide an integrated account of

    how the human visual system was engaged in the formation

    of internal memory links that facilitated the processes of

    learning and recognition. Accordingly, Hochberg [2]

    introduced the idea of a schematic map, representing the

    synthesis of sensory information, afforded by successive

    foveal glimpses, into an overall percept. This was laterexpanded upon by Noton and Stark [3] in their scanpath

    hypothesis, which proposed pattern recognition as a serial

    process involving the uptake of sensory details via a fixed

    order sequence of eye movements during initial stimulus

    detection as well as subsequent reidentification. In this way,

    fixed and characteristic scanpaths permitted each individual

    feature of the stimulus to be processed visually and laid

    down as a corresponding memory trace. The internal

    representation of the stimulus was thus thought to be made

    up of an alternating progression of sensory and memory

    traces accompanied by parallel motor shifts, forming what

    was termed afeature ring. Consequently, the reproduction of

    successive eye movements in a replica of the originalscanpath promoted verification of ensuing feature memories,

    thereby indicating successful pattern recognition.

    Therefore, the visual scanpath may be seen as a map that

    traces the direction and extent of eye movements during

    viewing of a complex visual stimulus and comprises a

    sequence of fixations and saccades [4]. Fixations may be

    defined as consecutive gaze points within 1 of the visual

    field held with a duration of at least 200 milliseconds,

    though specific criteria may vary. These represent points of

    attention, where the fovea is directed and held stationary

    over a specific position on a visual scene, during which

    stimulus input is processed in detail. In contrast, saccades

    denote rapid voluntary movements between fixations, which

    shift the fovea from one particular point of interest to

    another. During this time, parallel cognitive processes use

    parafoveal and peripheral retinal information to establish the

    location of the next fixation[5]. Moreover, external features

    of the stimulus, in conjunction with the operation of inner

    schematic beliefs, also influence and shape the overall

    scanpath pattern[6]. Fixation attention is thus dictated by a

    combination of broader top-down cognitive factors, such as

    expectations, goals, and memory, to name a few, as well as

    specific bottom-up processes, involving visual sensory

    input. However, as coarse discrimination occurs rapidly,

    whereas the perception of finer details are governed by

    later-stage processes of selective attention, the visual

    scanpath is largely held as a marker of controlled attention

    and reappraisal, rather than an automatic uptake of sensory

    information [7]. In other words, visual scanning may be

    characterized more as a top-down process regulated by

    higher order cognition.

    1.2. What is video-oculography?

    Historically, insights into visual scanning arose from

    direct observation. With the advent of modern eye-tracking

    procedures, eye movements can be accurately recorded in a

    number of ways. The most popular approach is video-

    oculography, involving monocular monitoring of the gaze

    direction via infrared light reflecting off the dominant cornea

    and pupil [1]. Reflections from these 2 points permit

    determination of the spatial position of the eye gaze, which

    is recorded by miniature video cameras in terms of an x

    -y

    coordinate system. The development of novel techniques for

    direct detection of the fovea with improved accuracy is also

    underway [8]. The main advantages of video-oculography

    are its noninvasiveness, robustness, compatibility with a

    range of participants, and comprehensive data yield. Recent

    technological advances have further enhanced data sampling

    rates and gaze resolution, thereby addressing past key

    criticisms of this method. Two classes of scanpath

    characteristics are typically sampled, namely, spatial and

    temporal parameters. At this point, a list of common

    scanpath parameters is provided to orientate the reader to a

    discussion of significant eye-tracking studies presented in

    the following sections. Accordingly, scanpath length refersto the summed distances traveled by the eye during scanning

    and is typically measured in degrees of visual angle. It has

    also variously been labeled eye scanning length or saccade

    amplitude. The number of fixations may intuitively be

    defined as the frequency of stationary gaze points acquired

    during scanning, whereas fixation durations represent the

    time period of these fixations, usually denoted in milli-

    seconds. The product of the number of fixations and related

    durations thus yields total dwell time. Of late, researchers in

    the field have also derived a series of spatial-temporal

    indices, for instance, denoting the ratio of fixations to salient

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    stimulus features, thereby facilitating a more comprehensive

    analysis of scanpath data. In this way, eye movement

    recordings are believed to provide an objective, online

    psychophysiological indicator of sensory processing and

    visuospatial cognition.

    1.3. The special case of face perception

    There is no doubt that faces constitute a psychologically

    unique category of stimuli, with a special significance in

    our everyday lives, ranging from conveying information

    about the emotional states of significant others [9] to acting

    as a potential source of knowledge for our attributions[10].

    In fact, early studies have long established that we

    recognize human faces with greater ease and accuracy,

    compared with other forms of pictorial representation, such

    as aeroplanes [11] or canine faces [12]. Models of face

    processing have likewise posited a discrete pathway for the

    treatment of facial stimuli. For instance, Walker-Smith et al

    [13]elaborated on the scanpath hypothesis by proposing analternative feature network, involving the initial registration

    of an overall face percept, followed by targeted foveal

    interest to pertinent regions so as to insert the details of

    salient features into a general face framework. Similarly,

    Bruce and Young [14] postulated the involvement of

    several separable functional components in face processing,

    involving structural encoding, recognition of individuality,

    and affect analysis, to name a few.

    Although a review of contemporary theories of face

    processing is not within the scope of the current review, it is

    important to note that there are several robust lines of

    evidence corroborating the special case of face perception,namely: (i) the ontogeny of face processing, stemming from

    research demonstrating innate face preference and categori-

    zation abilities in newborn infants [15]; (ii) the clinical

    condition of prosopagnosia, characterized by an exclusive

    impairment in face recognition[16]; (iii) the face inversion

    effect, describing a significant disruption of recognition for

    inverted relative to upright faces[17]; and (iv) neuroimaging

    studies, pinpointing specialized brain structures, such as the

    fusiform face area, as selectively engaged in face perception

    [18]. Accordingly, it may be suggested that humans adopt

    global or holistic strategies for scanning faces, simulta-

    neously perceiving facial features in parallel[19]. Moreover,

    configural representation, or the interrelations amonginternal facial features, is crucial in the formation of a

    meaningful global structure [20]. In other words, the

    perceptibility of faces is profoundly enhanced when salient

    features are aligned into a well-defined overall form or

    gestalt [21]. In fact, the gestalt theory of visual perception

    elucidates how humans perceive individual components of

    complex visual stimuli, such as faces, as an organized whole.

    At this point, it is sufficient to note that gestalt perception lies

    in contrast to sequential processing, where disparate

    elements of visual stimuli are processed in a serial, piecemeal

    manner (for a full review of gestalt principles, see Bruce et al

    [22]). The significance of facial gestalts will be further

    discussed in later sections.

    2. Visual scanpath research in nonclinical and

    clinical populations

    The present review was accomplished based on a Medline

    and PsycInfo literature search, using the terms visual

    scanpath, visual scanning, visual scan, eye-tracking,

    and eye movements, with a follow-up of relevant

    literature. Eye-tracking studies among a wide range of

    clinical conditions, such as developmental [23] and

    neurologic [24] disorders, were uncovered. To ensure

    direction and definition, we confined ourselves to the

    psychotic, anxiety, and mood disorders, with a particular

    focus on articles published from 1986 to the present. This is

    because articles before this time were greatly hampered by

    existing technology limitations. To set the foundation for a

    review of visual scanpath research in clinical populations,we will first discuss how explorations of eye movement

    patterns in healthy individuals have contributed to our

    knowledge of visual scanning. When perceiving a visual

    image, typical eye movement parameters vary as a function

    of the nature of the scene as well as actual task demands, for

    example, categorization vs memory or recognition. In

    general, most fixations will settle upon informative parts

    of the scene, with the mean fixation duration and saccade

    amplitude respectively tending toward 300 milliseconds and

    4to5 [25]. The gist of a scene, however, is extracted almost

    instantaneously and can take as little as 40 milliseconds. The

    details derived are then used to orientate subsequent fixationsto appropriate points of interest, where further visual

    information is acquired.

    Owing to its ecologic validity and significance in day-to-

    day human interactions, research has examined eye move-

    ments in face processing, establishing a typical inverted

    triangular pattern of scanning for neutral faces, with most

    fixations being focused on salient facial features, notably the

    eyes, but also the nose and mouth[13]. More recently, the

    focus has turned to detecting differences in recognition

    across a range of facial expressions, producing mixed

    findings. Accordingly, Green et al [26] described an

    extended scanning strategy, comprising increased fixations

    of longer durations to salient facial features, along withlonger saccadic distances, but only in response to angry and

    fearful emotions. These authors identified a vigilant

    scanning strategy reflective of an evolutionary bias in the

    appraisal of threat stimuli within a social context. In a

    follow-up study, it was observed that schizotypy, or

    delusion-proneness, was characterized by reduced number

    of fixations to these negatively valenced emotions, likely

    suggestive of a hypersensitive avoidance of threat [27].

    Another study examining eye movements in schizotypy

    uncovered a specific fear recognition deficit that was

    believed to be unrelated to anomalies in oculomotor function

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    or sustained visual attention[28]. In contrast, Hunt et al[29]

    failed to uncover any selective orientation toward angry or

    happy faces, whereas Calvo et al[30]reported an advantage

    for disgusted, happy, and surprised expressions relative to

    angry, fearful, and sad expressions, as shown by earlier

    localizations, more efficient detection, and greater response

    accuracies. Follow-up research attributed this search advan-

    tage to the contribution of affective content and featural

    uniqueness[31]. In related research, Bate et al[32]identified

    a facilitatory interaction between facial familiarity and

    emotion processing; happy expressions promoted the

    processing of famous faces, and angry expressions promoted

    the processing of novel faces.

    Other research examining changes in visual scanning

    across the lifespan has noted an age-related decline in

    emotion recognition, especially for angry and fearful

    expressions [33,34]. Older adults exhibited fewer overall

    fixations, which were disproportionately focused on the

    lower parts of the face, especially the mouth. These authors

    theorized that typical frontal lobe atrophy associated withnormal aging may underlie these scanning styles. In a

    separate study investigating sex differences, males were

    found to adopt an increased gaze orientation to the nose and

    mouth relative to females[35]. Both sexes were nevertheless

    equally accurate in identifying facial emotions, though

    females exhibited faster reaction times. Taken together,

    these studies suggest that eye movements during face

    processing in healthy individuals vary as a function of a

    range of factors, including age, sex, or specific personality

    traits, with negatively valenced emotions perhaps eliciting

    more atypical scanning patterns. We will now turn to the

    visual scanpath literature in relation to specific classes ofpsychiatric conditions.

    2.1. The psychotic disorders

    Most visual scanpath research in clinical populations has

    focused on the psychotic disorders, especially schizophre-

    nia. This disorder has a heterogeneous presentation and may

    be classed into various subtypes, but is typically character-

    ized by abnormalities in the perception and representation

    of reality[36]. Its primary symptoms are bizarre or paranoid

    delusions, auditory hallucinations, or grossly disorganized

    speech or behavioral patterns, which cause clinically

    significant distress and socio-occupational dysfunction. To

    date, studies examining eye movements in schizophrenia

    have generated fairly consistent findings involving gener-

    alized visual scanning deficits. The following sections

    provide an overview of this work, organized along a

    number of themes, followed by key interpretations and

    concluding remarks.

    2.1.1. Early visual scanpath studies

    A brief outline of early visual scanpath research is

    provided, as these studies ignited interest in eye-tracking

    investigations in schizophrenia and paved the way for future

    inquiries. However, in light of the modern technological

    advances in eye tracking, this early literature should be read

    with caution. A preliminary study sought to compare the

    scanpaths of partially remitted outpatients with schizophre-

    nia to healthy controls using light fixation and visual letter

    search tasks[37]. Though the schizophrenia group tended to

    do worse, these results were not statistically significant, with

    the exception of males with chronic unremitting schizophre-

    nia who exhibited poor eye-tracking performances. Anom-

    alously, patients with catatonic schizophrenia performed

    better relative to healthy controls, whereas eye movement

    parameters and clinical variables remained largely uncorre-

    lated. In follow-up research, the same authors presented a

    series of pictures depicting social scenes under free-viewing

    conditions. Similarly, there were no observed differences in

    fixation or saccade parameters across both populations. Two

    discrete styles of visual scanningextensive vs mini-

    malwere nevertheless identified and respectively related

    to positive and negative schizophrenia symptoms [38].

    Another early study also investigated eye movements in

    chronic schizophrenia; findings included reduced number offixations of increased durations, amid a limited movement

    range in response to a single picture display, as well as

    significantly poorer performances during comparisons of a

    series of geometric figures [39].

    2.1.2. Faces and social scenes

    Prominent disturbances in interpersonal communication

    and social functioning serve as hallmark features in

    schizophrenia. Given the importance of face perception

    in social interactions, research exploring various aspects of

    face processing in the disorder has uncovered a range of

    pervasive deficits, involving judgments of facial attributes,familiarity and identity[40,41], and, most notably, emotion

    recognition [42-44]. As a result, numerous studies have

    analyzed visual scanpaths in response to facial emotions so

    as to gain a better understanding of the nature of these

    difficulties. With minor modifications, the basic method-

    ology has relied on the presentation of a series of facial

    images under free-viewing conditions. The expressions

    portrayed were typically the entire range, or a subset, of

    the 6 universal human emotions (ie, angry, disgusted,

    fearful, happy, sad, and surprised), with a neutral face

    serving as the control condition. Initial studies, however,

    either relied solely on neutral faces [45-47] or failed to

    analyze potential group differences in scanpath parametersacross discrete facial emotions [48-50]. However, on the

    whole, virtually all studies have converged on the existence

    of a restrictedscanning strategy adopted by schizophrenia

    patients, characterized by fewer fixations of increased

    durations, with shorter scanpath lengths, and a marked

    avoidance of salient facial features, regardless of emotion

    valence[45-47,51-53].

    Based on a variant of the standard paradigm, Williams

    et al [47] displayed nondegraded and degraded neutral

    faces, followed by a recognition task with dual levels of

    complexity. Relative to healthy controls, schizophrenia

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    patients exhibited scanpath disturbances that were most

    marked for nondegraded faces, with reduced recognition

    accuracies for the more difficult task condition. In follow-

    up research, Loughland et al [52,53] administered an

    added affect recognition task, using faces depicting happy,

    neutral, and sad emotions. In the context of overall

    restricted scanpaths, the eye movements of schizophrenia

    patients were notably impoverished for happy faces, yet

    with superior recognition accuracy, but conversely some-

    what normalized in terms of increased attentional focus to

    salient facial features for sad faces. These observations

    were respectively interpreted in view of past research

    documenting an emphasis on holistic processing for happy

    faces[54]as well as an undue bias toward negative stimuli

    in psychosis [55]. Using an inclusive range of facial

    emotions, Bestelmeyer et al [51]suggested that the pattern

    of spatial scanning characteristics observed may serve as a

    unique biomarker, effectively distinguishing schizophrenia

    from other disorders. In a similar vein, Nishiura et al [56]

    examined the spatial distribution of gaze points and totalscanpath lengths during the presentation of smiling vs

    crying baby faces and reported that schizophrenia patients

    showed significant eye movement disturbances, which

    were especially prominent in the left visual field for

    smiling baby faces.

    In contrast, other studies have focused on temporal

    scanning parameters in an attempt to elucidate early vs later-

    stage face processing. In this regard, schizophrenia patients

    were found to exhibit reduced number of fixations of shorter

    durations in relation to neutral faces, which were most

    marked during the first 3 seconds directly following stimulus

    presentation[45]. According to Rosse et al[48],preattentive

    fixations may be defined as those less than or equal to 50.1

    milliseconds and are believed to implicate configural

    processing in an automatic manner due to their brevity of

    operation. This is in contrast to serial search processes,

    which necessitate longer scrutiny times to aid the sequential

    perception of individual features. Using affect recognition

    and gaze discrimination tasks, Rosse et al [48] thus

    uncovered that schizophrenia patients displayed significantly

    decreased preattentive fixations, which inversely correlated

    with their clinical symptoms. In follow-up research involv-

    ing the presentation of upright and inverted faces, it was

    shown that the former drew significantly more preattentive

    saccades from healthy controls, whereas the eye movementsof schizophrenia patients did not differ between orientations

    [49]. In light of these findings, it was suggested that deficient

    scanning strategies in schizophrenia are likely to reflect an

    overreliance on sequential processing as a result of impaired

    gestalt perception[48,49]. Individuals with the disorder are

    not only believed to have difficulties forming an initial

    facepercept but also fail in the global integration of stimuli

    into a meaningful gestalt. In other words, they perceive faces

    in a fragmented, serial manner, such that extraneous areas are

    treated as equally critical as salient feature regions. Further

    impairments in configural processing are also likely (eg,

    Joshua and Rosell [57]), given an absence of the face

    inversion effect.

    To further enhance ecologic validity, a related area of

    research has used social scenes. Using a sketch of a mother

    with her child, Nieman et al [58]found that schizophrenia

    patients tended to fixate more on both faces relative to

    healthy controls, resulting in poorer performance in an

    associated working memory task based on external features

    of the drawing. More recently, Green et al [59] asked

    participants to perform a mental state inference task during

    the presentation of image pairs depicting target characters in

    emotion-congruent social contexts vs those with limited

    situational cues. Relative to healthy controls, schizophrenia

    patients displayed longer fixation durations in context-

    embedded situations, reduced saccadic activity in context-

    free situations, as well as a larger proportion of total dwell

    time viewing faces in both conditions. This failure to

    perform rapid scanning and uptake of social contextual

    information was further correlated with significant impair-

    ments during mental state assessments. The findinginvolving augmented facial focus in social scenes is not

    incongruent with the avoidance of salient facial features

    documented in research using faces only. In particular, it

    remains unclear whether this increased facial fixation

    during social scene scans was directed at salient or

    nonsalient facial regions. Therefore, though opposing

    viewing strategies for faces and social scenes may osten-

    sibly exist in schizophrenia, a more inclusive interpretation

    points toward a restricted scanning strategy, encompassing a

    local viewing bias. This interpretation was further supported

    by de Wilde et al [60], who reported that schizophrenia

    patients exhibited shorter scanpath lengths and increasedstaring behaviors, especially directed toward localized

    details, based on social scenes depicted in Thematic

    Apperception Test cards. In this sense, a greater focus on

    the nonsalient features of faces and other visual stimuli in

    social scenes at the expense of pertinent contiguous

    information likely contributes toward misinterpretations of

    real-life social interactions.

    2.1.3. Geometric figures, objects, and line drawings

    There has been a great deal of visual scanpath research in

    schizophrenia that has used geometric figures. In particular, a

    group of Japanese researchers has published a large series of

    studies stemming from the late 1980s to the present based ona standardized experimental paradigm (see Akiyama et al

    [61]for a review). In sum, this involved a brief presentation

    of a unique S-shaped target figure, which participants were

    asked to subsequently reproduce from memory. Two slightly

    dissimilar figures were next displayed for comparison with

    the original target, followed by a repetition of the drawing

    memory task. A responsive search score (RSS) was

    calculated as a function of the number of sections of the

    figures fixated upon. This task was also administered to a

    range of clinical populations with temporal lobe epilepsy

    [62], frontal lobe lesions [63], and anxiety and/or mood

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    disorders[64], to name a few. When schizophrenia patients

    in acute, chronic, and remitted states were assessed[65-67],

    it was concluded that the entire schizophrenia group

    consistently exhibited the lowest RSS, with chronic patients

    further displaying a significantly decreased mean eye

    scanning length. It was thus suggested that these eye

    movement parameters could potentially serve as a nosolog-

    ically specific indicator for the disorder. Discriminant

    analysis revealed that individuals with schizophrenia could

    be differentiated from those without, with a sensitivity and

    specificity of 76.7% and 81.4%, respectively [68]. This

    methodology has since been replicated across global World

    Health Organization collaborative research sites[69], most

    recently with the aid of a digital computerized system to

    handle extensive data loads[70].

    Other researchers have also used a variety of diagrams,

    including the Wechsler Adult Intelligence Scale picture

    completion task[71], Rey-Osterrieth Complex Figure[46],

    smiley faces and scene drawings[72], Rorschach inkblots

    [58,73], Benton Visual Retention Test [74], natural land-scapes and fractal patterns [51,75], as well as static linear

    segments [76]. It was generally found that schizophrenia

    patients exhibited the predicted restricted viewing strategy

    relative to healthy controls. There were, however, a few

    exceptions, with Manor et al [46] and Cocchi et al [76]

    reporting comparable fixation dynamics across schizophre-

    nia and healthy control groups. On the whole, the evidence

    seems to denote the existence of visuospatial working

    memory deficits in schizophrenia, superimposed upon a

    faulty oculomotor processing system.

    2.1.4. Trait vs state markers

    A recurring argument relates to whether deficits in visual

    scanning in schizophrenia would more accurately serve as a

    trait or state marker. The evidence concerning this dispute

    tends to be mixed and primarily derives from 2 sources,

    namely, longitudinal and family studies. Accordingly, a line

    of research has tracked the stability of scanpath deficits over

    the longitudinal course of the disorder by monitoring

    schizophrenia patients across acute, chronic, and remitted

    states. Several researchers observed that scanpath anomalies

    tended to be transient, with relative normalization of eye

    movement patterns following improvements in clinical

    symptoms [38,77,78]. Other studies have conversely

    reported these deficits as not only persisting over time butalso being largely unrelated to changes in psychopathology

    and medication status[50,67]. More recently, Kallimani et al

    [79] studied the effect of change in clinical status on eye

    movement dysfunction using a wide range of oculomotor

    tasks and deduced that saccadic parameters were stable at

    both individual and group levels, whereas fixation dynamics

    tended to be more state dependent. In a separate attempt to

    resolve this conflict, other studies have explored the

    existence of comparable scanning difficulties in first-degree

    relatives of schizophrenia probands. In support of the trait

    hypothesis, Loughland et al [80] suggested that relatives

    exhibited an attenuated form of the typical restricted

    scanning strategy, compounded by a distinct pattern of

    increased staring toward happy expressions as well as an

    extreme avoidance of salient facial features, especially for

    sad expressions (the latter of which was even more marked

    than in schizophrenia patients). Several authors have equally

    proposed that eye movement dysfunction may serve as an

    endophenotype for schizophrenia, corroborating its use as a

    specific biological trait marker[81,82]. In contrast, de Wilde

    et al [60] reported that unaffected siblings of probands did

    not differ from healthy controls on scanpath variables to

    Thematic Apperception Test cards, thereby creating concern

    about using eye movement parameters as a potential

    vulnerability marker. On the whole, support for the trait

    hypothesis appears marginally stronger, but further research

    elucidating the unique contributions of specific spatial and

    temporal scanpath parameters is crucial to clarify the trait vs

    state debate.

    2.1.5. Symptoms and syndromesTraditional theories of schizophrenia have proposed

    diverse classification schemes, ranging from Schneiderian

    first-rank symptoms [83] to positive symptoms (eg,

    delusions, hallucinations, or thought disorder) vs negative

    symptoms (eg, blunted affect, alogia, or anhedonia) [84]

    as well as Liddle's [85] 3-factor model, comprising the

    dimensions of psychomotor poverty, disorganization, and

    reality distortion. Some researchers have thus assumed

    investigations from the perspective of uncovering correla-

    tions between scanpath aberrations and specific symptom

    or syndrome factors. An initial study proposed a rather

    simplistic theory relating extensive and restricted scanningstyles to positive and negative symptoms respectively

    [38]. Though later research has reported minimal relations

    between eye movement parameters and symptom com-

    plexes[47,53], associations between staring behaviors and

    negative symptoms have been found [56,64,66,73]. For

    example, Streit et al [50] detected narrow and constrained

    staring behaviors in line with signs of affective flattening.

    In addition, Obayashi et al [67] described a correlation

    between mean eye scanning length and negative symp-

    toms, which was further suggested as a possible

    sensitivity index for chronicity. In terms of Liddle's [85]

    model, Loughland et al [53] found that psychomotor

    poverty was associated with decreased fixations of shorterdurations for happy faces, whereas disorganization was

    similarly associated with reduced foveal attention, but

    extended raw scanpath lengths for happy faces. However,

    the sparse and random nature of these observations has

    precluded meaningful interpretations; systematic investiga-

    tions into the area are necessary to elucidate further

    significant relationships.

    2.1.6. The special role of delusions

    Delusionshave typically been seen as a central feature of

    schizophrenia and may be defined as erroneous beliefs,

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    involving a misinterpretation of reality, routinely sustained

    with high levels of conviction, despite clear evidence to the

    contrary [36]. Several researchers have thus proposed

    exploring information processing biases possibly underlying

    delusions using visual scanpaths [86-88]. An initial com-

    parison of eye movements among deluded and nondeluded

    schizophrenia patients and healthy controls used single and

    paired facial stimuli [77,78]. Relative to other groups, the

    deluded patients used a staring strategy, with decreased

    fixations of longer durations directed disproportionately at

    nonsalient feature areas, despite similar recognition accura-

    cies. Subsequent symptom improvement, however, initiated

    relative normalization of viewing strategies during follow-up

    assessment. Expanding upon their research protocol, the

    same authors presented neutral, ambiguous, or overtly

    threatening social scenes to schizophrenia patients bearing

    either persecutory or nonpersecutory delusions[89]. Relative

    to other groups, the schizophrenia patients with persecutory

    delusions exhibited an atypical scanning pattern only for

    ambiguous scenes, with significantly increased viewingtimes for nonthreatening foreground areas. Inappropriate

    threat appraisal within a social context was hence theorized

    as linked to the presence of persecutory delusions. In a later

    study, Green et al[90]administered a standard facial affect

    paradigm to deluded and nondeluded schizophrenia patients,

    with the former demonstrating respectively increased and

    decreased fixations to happy and fearful emotions. This

    occurred in the context of an overall restricted scanning

    strategy to negatively valenced emotions across both

    schizophrenia groups, suggestive of a vigilance-avoidance

    style of attention operating across early and later stages of

    information processing.

    2.1.7. Implications and conclusions

    Thus far, research examining visual scanpaths in

    schizophrenia has revealed fairly consistent findings,

    indicative of generalized scanning deficits of a restricted

    nature, characterized by fewer fixations of increased

    durations, with shorter scanpath lengths, and a marked

    avoidance of salient features across a range of visual stimuli.

    This has been interpreted as likely reflecting dual impair-

    ments in configural processing as well as gestalt perception

    [48,49,57]. However, methodological limitations of existing

    studies remain to be addressed. As mentioned, early studies

    were confined by the technical restrictions of the time,meaning their measurement methods and data accuracy are

    debatable (eg, [37-39]. Though this has largely been

    remedied by current advances in eye-tracking technology,

    some later studies have been fraught with other forms of

    inconsistencies. First, the quality of visual stimuli used has

    varied. Two superior examples include images of facial

    emotion from Ekman and Friesen[91]as well as Mazurski

    and Bond[92], though the sharper definition offered by the

    former perhaps surpasses the realistic colors of the latter.

    Second, inadequate participant matching was common, for

    instance, with Rosse et al [48] using cocaine use disorder

    patients as control participants. These disparities have made

    it difficult to perform comparisons across studies, or derive

    firm overall conclusions.

    Another source of discrepancy relates to the medication

    status of patients. Most studies have suggested that

    antipsychotic medications have minimal impact on eye

    movements[38,50,93], but de Wilde et al [60]has asserted

    that typical antipsychotic chlorpromazine may ameliorate

    scanning deficits. Only a single study to date has explicitly

    investigated the effects of atypical (risperidone) vs typical

    (haloperidol) antipsychotic medication on facial affect

    recognition in schizophrenia [94]. Notably, risperidone-

    treated patients displayed a relatively normalized pattern of

    foveal attention to the salient facial features of happy and

    neutral expressions, along with a concomitant recognition

    accuracy comparable to healthy controls. However, caution

    must be applied in interpreting these findings, because

    comparisons between these 2 drugs are fraught with potential

    complications. In particular, haloperidol is known for its

    extrapyramidal adverse effects, which could include directvision disturbances (eg, pupil dilation, blurred or double

    vision), movement problems (eg, ataxia, tardive dyskinesia)

    as well as general concentration and memory difficulties

    [95], all of which would clearly exert a considerable

    detrimental impact on scanning performance. Future research

    should therefore focus on examining the latent effects of

    atypical antipsychotics on eye-tracking function, with special

    notice to the length and dosage of administration as well as

    possible side effect profiles.

    On a more positive note, the involvement of schizophre-

    nia patients across differing illness stages, ranging from

    those experiencing a recent onset[58,75]to acute, chronic,and remitted populations [66], as well as other forms of

    psychoses, including those induced by methamphetamine

    [96,97] or cannabis [75] is encouraging. This is advanta-

    geous because gathering eye-tracking statistics over the

    course of various psychotic disorders will allow tracking of

    fluctuations in eye movement dysfunction. Such progress

    has been augmented by neuroimaging studies [98,99],

    facilitating the identification of significant neurobiological

    correlates. The extensive array of tasks, in conjunction with

    neuropsychological assessments, have further corroborated a

    cognitive profile for schizophrenia, represented by signifi-

    cant frontal lobe dysfunction, alongside visuospatial work-

    ing memory deficits [63,71,73]. Moreover, eye movementresearch in schizophrenia does carry direct therapeutic

    implications, in terms of the remediation of faulty facial

    emotion perception, with attendant benefits for the day-to-

    day social living of affected individuals. To this end, several

    training packages, to be delivered with the aid of eye-

    tracking technology, have been offered [100-102]. In

    particular, the Micro-Expression Training Tool developed

    by Russell et al[101]fostered a more adaptive face-viewing

    strategy in terms of increased fixations and dwell times

    within salient feature regions as well as associated improve-

    ments in emotion recognition. In the future, the utility of

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    these techniques may be enhanced via integration with other

    key therapeutic elements within a comprehensive cognitive

    remediation program.

    2.2. The anxiety disorders

    A small number of studies have sought to examine

    potential eye movement dysfunction in anxious individuals.When persons with varying levels of trait anxiety were

    exposed to angry and happy faces, all participants initially

    oriented their gaze more toward angry faces, but only

    persons with high trait anxiety exhibited ensuing avoidance

    behaviors[103]. Using positive, neutral, and threat images,

    another study conversely showed that participants with high

    trait anxiety did display early preferential attention for

    affective stimuli, but also experienced difficulties in

    subsequent disengagement, as evidenced by increased

    fixation times[104]. In a separate investigation, Calvo and

    Avero[105]found that high trait anxiety had a facilitatory

    effect on the reading of posttarget words conveying a

    congruent threat event, but a converse inhibitory effect whenan incongruent threat event was being described. This was

    interpreted as indicative of a controlled selective bias toward

    threat prediction in individuals with elevated levels of trait

    anxiety. There has also been preliminary research exploring

    visual scanpaths in certain anxiety disorders, including

    phobias, obsessive-compulsive disorder (OCD), posttrau-

    matic stress disorder (PTSD), and generalized anxiety

    disorder (GAD), each of which is reviewed, in turn, in the

    following subsections.

    2.2.1. Social phobia and specific phobias

    Social phobia (SP) is characterized by a marked andpersistent fear of social situations and its attendant prospect

    of negative evaluation by others, often provoking a

    significant anxiety response [36]. Most visual scanpath

    research in the anxiety disorders has focused on SP,

    ostensibly because of a classic avoidance of eye contact

    exhibited in social situations. Using the standard facial affect

    paradigm, involving angry, happy, neutral, and sad expres-

    sions, a hyperscanning strategy was uncovered, repre-

    sented by reduced fixations in frequency and duration, as

    well as increased raw scanpath lengths [106,107]. Further-

    more, it was demonstrated that individuals with SP displayed

    an active avoidance of salient facial features, especially the

    eyes, coupled with extensive scanning of nonsalient facialregions, which was most marked for negatively valenced

    emotions. This was construed as a hypervigilance to social

    threat, resulting in a diminished ability to acquire ample

    information for the accurate interpretation of social interac-

    tions. In an assessment of socially anxious individuals,

    Meyer [28], on the other hand, found that their affect

    recognition performance did not differ from that of healthy

    controls. More recently, Wieser et al [108] investigated

    visual scanpaths in SP using a novel and ecologically valid

    approach, which entailed the presentation of animated movie

    clips, depicting neutral faces bearing either a direct or

    averted gaze, to individuals with differing levels of social

    anxiety. Regardless of gaze orientation, high socially

    anxious participants were found to fixate more on the eye

    regions, and moreover, responded to direct gazes with

    increased physiological arousal in terms of more pronounced

    cardiac acceleration. These disparate findings, involving

    significant gaze avoidance [106,107] vs preferential atten-

    tion [108] to social threat, may perhaps be reconciled by

    considering differences in illness severity; individuals with

    SP may be inclined to use avoidance as a coping mechanism,

    whereas socially anxious persons may be predisposed to seek

    out and misjudge instances of interpersonal threat.

    A limited number of studies have also used eye-tracking

    to investigate spider phobia. Rinck and Becker [109]

    presented categories of animal pictures (including spiders)

    and reported that spider phobic participants more often

    directed their initial fixation toward spider pictures,

    followed by a rapid shift of attention away from the fear-

    relevant stimuli, resulting in shorter overall fixation

    durations. Other typical paradigms were saccadic (prosac-cades vs antisaccades) and visual search tasks. In terms of

    the former, Trippe et al [110] presented participants with

    pairs of fear-provoking spider pictures alongside neutral

    pictures, with instructions to fixate on a target category.

    Participants exhibited significantly more errors and in-

    creased latencies during prosaccades to spider pictures, but

    were quicker to perform antisaccades from spider pictures,

    signifying a propensity for threat avoidance. In another

    study, it was conversely established that spider phobic

    participants not only fixated more quickly on fear-relevant

    targets but also displayed longer latencies when asked to

    turn their attention away from those images [111]. I n aseparate line of enquiry, Rinck and Becker [112] admin-

    istered a range of visual search tasks and observed that

    spider phobic participants displayed faster detection and

    increased attentional disruption to spider pictures. Likewise,

    another visual search task conducted amid an array of task-

    irrelevant distractors revealed greatest fixation durations for

    spider distractors [113]. On the whole, it remains unclear

    whether the mechanisms of initial attentional capture

    followed by active avoidance or delayed disengagement

    of attention from threat stimuli chiefly underpins spider

    phobia. Additional research is thus warranted to clarify the

    temporal pattern of eye movement dysfunction in both SP

    and specific phobias.

    2.2.2. Other anxiety disorders

    Scant eye-tracking research has been conducted in other

    anxiety disorders, with the exception of a few studies

    devoted to OCD, PTSD, and GAD. Before proceeding, it is

    important to delineate key differences amongst these

    disorders, though each is primarily characterized by

    excessive and overwhelming feelings of anxiety. Accord-

    ingly, OCD is defined by the manifestation of recurrent

    thoughts, images, or impulses experienced as inappropriate

    or intrusive, thereby prompting repetitive behaviors or

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    mental rituals aimed at neutralizing the distress, but

    performed in an excessive or irrational manner [36]. In

    contrast, PTSD typically develops as a cluster of disturbing

    symptoms following an extreme traumatic stressor, whereas

    GAD is experienced as undue anxiety and worry over a

    range of concerns, attended by somatic symptoms. In an

    exploratory eye movement analysis, reduced RSS, number

    of fixations, and total scanpath lengths were found in OCD

    and significantly correlated with specific clinical symptoms

    [114]. Differences in eye-tracking performance between

    medicated and nonmedicated OCD groups have also been

    observed [115]. However, Kojima et al [64] found no

    significant differences between OCD patients and healthy

    controls in this regard. In a separate study, PTSD participants

    showed increased initial fixations to threat stimuli and

    greater overall skin conductance orienting responses in

    relation to a display of disorder-specific threat and nonthreat

    words[116]. In an investigation of the direction and latency

    of initial gazes to pairs of emotional faces, GAD participants

    were found to fixate more quickly and frequently on threatfaces[117]. When presented with complex pictures depict-

    ing potential, latent, direct threat, or nonthreat themes,

    Freeman et al [118] reported that individuals with GAD

    failed to exhibit any atypical scanning strategies. At present,

    it appears that a consistent and coherent account of eye

    movement dysfunction in these anxiety disorders is missing.

    Moreover, a lack of corroborating studies and certain

    methodological limitations (outlined in the next section)

    render these results tentative at best.

    2.2.3. Implications and conclusions

    On the whole, the most convincing evidence pertaining to

    eye-tracking anomalies in the anxiety disorders comes fromSP, with a dearth of relevant studies in other areas precluding

    further meaningful conclusions. In addition, existing re-

    search tends to suffer from a range of methodological

    limitations. Foremost, small participant numbers diminished

    the power of the studies, making it less likely for significant

    effects to be statistically detected. Some studies, moreover,

    used skewed participant groups, for instance, involving

    subclinical populations[111]or solely females[108]. Other

    inconsistencies include uncontrolled medication status in

    almost all studies as well as comorbidity with additional

    anxiety disorders and/or secondary depressive conditions

    [118]. However, it remains a worthwhile endeavor topersevere with further eye-tracking research into the anxiety

    disorders, because preliminary findings from SP show

    promise for clinical applications, akin to the cognitive

    remediation treatments offered in schizophrenia.

    2.3. The mood disorders

    A small amount of research has explored visual scanpaths

    in the mood disorders, chiefly major depressive disorder

    (MDD). Key features of the disorder include depressed mood

    and/or loss of interest or pleasure in nearly all activities,

    accompanied by a constellation of cognitive and somatic

    symptoms[36]. Only half of the studies were actually aimed

    at examining eye movements in MDD per se, whereas the

    remaining research used mood disordered participants as a

    psychiatric control group in eye-tracking studies of schizo-

    phrenia. Of the former, Eizenman et al[119]presented MDD

    participants with a competing array of visual images

    depicting differing themes of dysphoria, neutral, social,

    and threat, and reported that MDD participants exhibited

    increased fixation durations and dwell times for dysphoric

    images. This was interpreted as not merely suggesting a

    general eye movement bias toward negatively valenced

    information as demonstrated by Caseras et al [120], but

    rather a selective allocation of attention to specific content

    portraying loss and sadness. In follow-up research, Kellough

    et al[121]used a similar paradigm but extended the exposure

    time to 30 seconds (instead of the 10.5 seconds in the

    original study) to examine the time course of such biased

    attention. Though the MDD participants likewise focused

    more attention on the dysmorphic images, this was found to

    be due to a significantly greater number of fixations. Theserepeated fixations were hypothesized as underpinning

    elaborative processing of dysphoric stimuli, akin to a

    ruminative cognitive style partially liable for the mainte-

    nance of MDD. During repeated pretreatment and posttreat-

    ment assessments, existing eye movement dysfunctions was

    found to remain largely unchanged, despite improvements in

    clinical symptoms, thereby alluding to the trait-like nature of

    these anomalies [122]. As mentioned, other studies in the

    area pertained to a comparison between MDD and

    schizophrenia samples and will thus only be summarized

    briefly. Although no distinct scanning style has been isolated

    for the disorder, the eye-tracking performance in MDD hasbeen suggested as intermediate between that of schizophre-

    nia and healthy controls, especially in terms of fixation

    frequency [64,123], though David et al [124] found no

    differences between schizophrenia and MDD patients. On

    the other hand, Loughland et al [52]administered face and

    affect recognition tasks to mood disordered participants and

    concluded that their functioning was superior to schizophre-

    nia patients and equal with healthy controls, except for a

    marked avoidance of salient facial features across all

    emotions, particularly for degraded faces.

    Once again, these studies have suffered from a range of

    methodological limitations, including a lack of corroborating

    research, limited sample sizes, skewed participant groups(eg, involving only young adults[121]or mixed unipolar and

    bipolar affective patients [52]), uncontrolled medication

    status, and undiagnosed comorbidities, thereby rendering

    any present conclusions speculative, in anticipation of

    further investigations.

    3. Directions for future research

    In terms of suggested directions for future research, 2

    main avenues appear to deserve further exploration. First,

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    eye-tracking techniques may be productively applied to a

    range of other psychological disorders, notably those keenly

    involving elements of social perception. This has already

    been initiated for conditions, such as the autism spectrum

    disorders [125], and remains to be applied to other

    disorders, such as body dysmorphic disorder (BDD). In

    particular, relevant findings in BDD will help to inform

    existing debates in terms of its nosologic classification,

    which has long been disputed. At present, BDD is

    categorized as a somatoform disorder [36], but various

    arguments have been made toward its reclassification

    amongst the newly conceptualized obsessive-compulsive

    spectrum disorders, anxiety disorders, or even psychotic

    disorders (see Toh et al [126]for a comprehensive review).

    Distinct similarities and differences in eye-tracking perfor-

    mance in BDD relative to OCD, schizophrenia, and other

    psychiatric disorders would therefore shed further light on

    these prevailing nosologic debates. Such a bottom-up

    approach will also permit a more detailed delineation of

    potential domains of executive dysfunction, for instance,involving attentional biases or deficits in visual organization

    and processing. Second, concurrent neuroimaging studies

    will facilitate investigations into potential neurologic

    deficits, upon the detection of eye movement dysfunction.

    More specifically, parallel brain imaging techniques will

    help to isolate functional and structural cerebral anomalies,

    which likely contribute toward eye-tracking deficits. This

    has been previously attempted in schizophrenia [98,99]and

    forms the next logical step for related studies of similar

    conditions. In this way, linking behavioral disturbances with

    underlying neurobiological correlates should in turn not

    only advance existing etiologic formulations but also assistin the identification of specific endophenotypes underpin-

    ning related psychological disorders.

    To facilitate such future research and overcome the

    existing methodological inconsistencies, which have

    plagued visual scanpath research to date, it would be prudent

    to recommend a standardized set of experimental tasks,

    naturally with the option of modifications beyond this fixed

    paradigm. In line with the findings of the current review,

    relevant stimuli used should include emotional faces as well

    as geometric figures. For the standardized facial affect

    paradigm, the general consensus has been that 5- to

    10-second presentations of a series of facial images depicting

    the entire range of the 6 universal human emotions (ie, angry,disgusted, fearful, happy, sad, and surprised), along with a

    neutral face serving as the control condition under free-

    viewing conditions would suffice. The best available stimuli

    for this task is probably the set of facial images by Ekman et

    al[91], though these ideally require updating, with inclusion

    of full color. In terms of the geometric figure, the wide

    assortment used thus far in research precludes an unequi-

    vocal decision, but perhaps the Rey-Osterrieth Complex

    Figure, with its well-documented validity and reliability

    [127], would be a sound choice. Additional novel research

    thereafter involving the use of complex social scenes as well

    as digitalized moving images would serve as a constructive

    adaptation. On the whole, such a systematic approach will

    certainly add to the growing body of knowledge concerning

    how attentional allocation and visual anomalies contribute

    toward the etiology and maintenance of a range of

    psychiatric presentations.

    4. Conclusion

    Advances in modern eye-tracking techniques have

    rendered this line of research especially fruitful. Studies

    analyzing visual scanpaths in schizophrenia have been fairly

    well documented, converging on generalized scanning

    deficits of a restricted nature, characterized by fewer

    fixations of increased durations, with shorter scanpath

    lengths, and a marked avoidance of salient features across

    a range of visual stimuli, but notably in relation to facial

    emotion perception[45-47,51-53]. There is thus an emerging

    consensus involving dual impairments in configural proces-sing as well as gestalt perception. In other words, individuals

    with the disorder are not only unable to form significant

    connections between discrete portions of a face but also fail

    to integrate it into a meaningful global structure. Added

    research is nevertheless essential to clarify the trait vs state

    debate and to elucidate the contributions of specific

    symptoms and syndromes and, in particular, delusions. In

    relation to the anxiety disorders, explorations into SP have

    proposed a hyperscanning strategy, represented by reduced

    number of fixations of shorter durations and increased

    scanpath lengths, coupled with a respective avoidance and

    scrutiny of salient and nonsalient facial features, most

    evident for negatively valenced emotions [106,107]. Theother anxiety disorders offered a less coherent picture,

    necessitating further investigations. From the perspective of

    the mood disorders, the most striking finding related to

    disproportionate foveal attention to dysphoric images,

    analogous to the classic ruminative thinking style frequently

    underlying MDD [119,121]. However, existing methodo-

    logical limitations, involving a lack of corroborating studies,

    limited sample sizes, skewed patient demographics, uncon-

    trolled participant comorbidities, and medication status, need

    to be overcome. Future endeavors could yield valuable

    clinical utility, in light of treatment applications already

    evident for schizophrenia.

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