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<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fpsyg.2024.1302657</article-id>
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<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
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</subj-group>
</article-categories>
<title-group>
<article-title>Differential effects of attachment security on visual fixation to facial expressions of emotion in 14-month-old infants: an eye-tracking study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Gon&#x00E7;alves</surname> <given-names>Joana L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author"><name><surname>Fuertes</surname> <given-names>Marina</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author"><name><surname>Silva</surname> <given-names>Susana</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author"><name><surname>Lopes-dos-Santos</surname> <given-names>Pedro</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author"><name><surname>Ferreira-Santos</surname> <given-names>Fernando</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Center for Research in Psychology for Positive Development, Lus&#x00ED;ada University</institution>, <addr-line>Porto</addr-line>, <country>Portugal</country></aff>
<aff id="aff2"><sup>2</sup><institution>Center for Psychology at University of Porto, Faculty of Psychology and Education Sciences, University of Porto</institution>, <addr-line>Porto</addr-line>, <country>Portugal</country></aff>
<aff id="aff3"><sup>3</sup><institution>Escola Superior de Educa&#x00E7;&#x00E3;o, Instituto Polit&#x00E9;cnico de Lisboa</institution>, <addr-line>Lisboa</addr-line>, <country>Portugal</country></aff>
<aff id="aff4"><sup>4</sup><institution>Neurocognition and Language Research Group, Center for Psychology at University of Porto, Faculty of Psychology and Education Sciences, University of Porto</institution>, <addr-line>Porto</addr-line>, <country>Portugal</country></aff>
<aff id="aff5"><sup>5</sup><institution>Faculty of Psychology and Education Science, University of Porto</institution>, <addr-line>Porto</addr-line>, <country>Portugal</country></aff>
<aff id="aff6"><sup>6</sup><institution>Laboratory of Neuropsychophysiology, Faculty of Psychology and Education Science, University of Porto</institution>, <addr-line>Porto</addr-line>, <country>Portugal</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Serena Grumi, Neurological Institute Foundation Casimiro Mondino (IRCCS), Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Elisa Roberti, Neurological Institute Foundation Casimiro Mondino (IRCCS), Italy</p>
<p>Michelle Dow Keawphalouk Narangajavana, Massachusetts Institute of Technology, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Joana L. Gon&#x00E7;alves, <email>joanaglopes@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1302657</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>09</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Gon&#x00E7;alves, Fuertes, Silva, Lopes-dos-Santos and Ferreira-Santos.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Gon&#x00E7;alves, Fuertes, Silva, Lopes-dos-Santos and Ferreira-Santos</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>
<sec>
<title>Introduction</title>
<p>Models of attachment and information processing suggest that the attention infants allocate to social information might occur in a schema-driven processing manner according to their attachment pattern. A major source of social information for infants consists of facial expressions of emotion. We tested for differences in attention to facial expressions and emotional discrimination between infants classified as securely attached (B), insecure-avoidant (A), and insecure-resistant (C).</p>
</sec>
<sec>
<title>Methods</title>
<p>Sixty-one 14-month-old infants participated in the Strange Situation Procedure and an experimental task of Visual Habituation and Visual Paired-Comparison Task (VPC). In the Habituation phase, a Low-Arousal Happy face (habituation face) was presented followed by a VPC task of 6 trials composed of two contrasting emotional faces always involving the same actress: the one used in habituation (trial old face) and a new one (trial new face) portraying changes in <italic>valence</italic> (Low-Arousal Angry face), <italic>arousal</italic> (High-Arousal Happy face), or <italic>valence&#x2009;+&#x2009;arousal</italic> (High-Arousal Angry face). Measures of fixation time (FT) and number of fixations (FC) were obtained for the habituation face, the trial old face, the trial new face, and the difference between the trial old face and the trial new face using an eye-tracking system.</p>
</sec>
<sec>
<title>Results</title>
<p>We found a higher FT and FC for the trial new face when compared with the trial old face, regardless of the emotional condition (<italic>valence, arousal, valence&#x2009;+&#x2009;arousal</italic> contrasts), suggesting that 14-month-old infants were able to discriminate different emotional faces. However, this effect differed according to attachment pattern: resistant-attached infants (C) had significantly higher FT and FC for the new face than patterns B and A, indicating they may remain hypervigilant toward emotional change. On the contrary, avoidant infants (A) revealed significantly longer looking times to the trial old face, suggesting overall avoidance of novel expressions and thus less sensitivity to emotional change.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Overall, these findings corroborate that attachment is associated with infants&#x2019; social information processing.</p>
</sec>
</abstract>
<kwd-group>
<kwd>attachment</kwd>
<kwd>information processing</kwd>
<kwd>eye-tracking</kwd>
<kwd>affect-biased attention</kwd>
<kwd>facial expression of emotion</kwd>
<kwd>infancy</kwd>
</kwd-group>
<contract-num rid="cn1">UIDB/04375/2020</contract-num>
<contract-num rid="cn2">SFRH/BD/90853/2012</contract-num>
<contract-sponsor id="cn1">FCT - Foundation for Science and Technology</contract-sponsor>
<contract-sponsor id="cn2">Portuguese Foundation for Science and Technology</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="116"/>
<page-count count="13"/>
<word-count count="10336"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pediatric Psychology</meta-value>
</custom-meta>
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</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1"><label>1</label>
<title>Introduction</title>
<p>Different authors, such as <xref ref-type="bibr" rid="ref24">Cassidy (1994)</xref> and <xref ref-type="bibr" rid="ref20">Bridges and Grolnick (1995)</xref>, argue that infants learn to express and regulate their emotions, particularly negative ones, in a manner that allows their attachment needs to be met by their caregivers. For the most part, infants with a secure attachment experience parental sensitivity in response to a broad range of emotional signals, which promotes open and flexible communication of both positive and negative affect and flexible regulation of emotion based on the demands of the situation (<xref ref-type="bibr" rid="ref35">de Wolff and van Ijzendoorn, 1997</xref>; <xref ref-type="bibr" rid="ref53">Fuertes et al., 2006</xref>, <xref ref-type="bibr" rid="ref51">2009</xref>, <xref ref-type="bibr" rid="ref52">2020</xref>; <xref ref-type="bibr" rid="ref74">Lucassen et al., 2011</xref>; <xref ref-type="bibr" rid="ref5">Barbosa et al., 2019</xref>, <xref ref-type="bibr" rid="ref6">2021</xref>). Many insecure-avoidant infants may experience parental intrusiveness, which promotes the defensive minimization of affect, and fewer caregiver-oriented (e.g., proximity seeking, looking toward the caregiver, asking the caregiver for assistance) and more self-oriented (e.g., self-soothing, self-distraction) regulation behaviors to prevent additional controlling behavior (<xref ref-type="bibr" rid="ref58">Isabella and Belsky, 1991</xref>; <xref ref-type="bibr" rid="ref109">Swanson et al., 2000</xref>; <xref ref-type="bibr" rid="ref23">Cantero and Cerezo, 2001</xref>; <xref ref-type="bibr" rid="ref53">Fuertes et al., 2006</xref>, <xref ref-type="bibr" rid="ref51">2009</xref>, <xref ref-type="bibr" rid="ref52">2020</xref>; <xref ref-type="bibr" rid="ref5">Barbosa et al., 2019</xref>, <xref ref-type="bibr" rid="ref6">2021</xref>). Insecure-resistant infants, in contrast, may experience maternal passivity or unresponsivity, which promotes the maximization or heightening of affect and frequent use of caregiver-oriented regulation behaviors to gain the caregiver&#x2019;s attention (<xref ref-type="bibr" rid="ref23">Cantero and Cerezo, 2001</xref>; <xref ref-type="bibr" rid="ref53">Fuertes et al., 2006</xref>, <xref ref-type="bibr" rid="ref51">2009</xref>, <xref ref-type="bibr" rid="ref52">2020</xref>; <xref ref-type="bibr" rid="ref5">Barbosa et al., 2019</xref>, <xref ref-type="bibr" rid="ref6">2021</xref>). These patterns, which serve different functions in the context of the parent-infant relationship, are thought to become internalized and then generalized to other contexts in which they may be less adaptive (<xref ref-type="bibr" rid="ref17">Bowlby, 1969/1982</xref>; <xref ref-type="bibr" rid="ref1">Ainsworth et al., 1978</xref>; <xref ref-type="bibr" rid="ref55">Goldsmith and Alansky, 1987</xref>; <xref ref-type="bibr" rid="ref18">Bretherton, 1990</xref>; <xref ref-type="bibr" rid="ref106">Sroufe, 1996</xref>; <xref ref-type="bibr" rid="ref35">de Wolff and van Ijzendoorn, 1997</xref>; <xref ref-type="bibr" rid="ref26">Cassidy and Shaver, 1999</xref>; <xref ref-type="bibr" rid="ref31">Crittenden, 2000</xref>; <xref ref-type="bibr" rid="ref4">Bakermans-Kranenburg et al., 2003</xref>; <xref ref-type="bibr" rid="ref19">Bretherton and Munholland, 2008</xref>; <xref ref-type="bibr" rid="ref8">Beebe et al., 2010</xref>; <xref ref-type="bibr" rid="ref113">Verhage et al., 2016</xref>).</p>
<p>Models of attachment and social information processing suggest that the attention allocated to salient social information, such as facial expressions, might occur in schema-driven processing, according to infants&#x2019; attachment patterns (<xref ref-type="bibr" rid="ref42">Field and Lester, 2010</xref>; <xref ref-type="bibr" rid="ref38">Dykas and Cassidy, 2011</xref>; <xref ref-type="bibr" rid="ref60">Johnson and Chen, 2011</xref>; <xref ref-type="bibr" rid="ref82">Morales et al., 2016</xref>; <xref ref-type="bibr" rid="ref56">Gon&#x00E7;alves et al., 2023</xref>). Previous studies have shown that recurrent attachment-related experiences shape representational, physiological, and behavioral responses to emotional information (<xref ref-type="bibr" rid="ref100">Pollak et al., 2000</xref>, <xref ref-type="bibr" rid="ref102">2001</xref>; <xref ref-type="bibr" rid="ref101">Pollak and Kistler, 2002</xref>; <xref ref-type="bibr" rid="ref103">Pollak and Sinha, 2002</xref>; <xref ref-type="bibr" rid="ref38">Dykas and Cassidy, 2011</xref>; <xref ref-type="bibr" rid="ref114">Vrti&#x010D;ka et al., 2012</xref>; <xref ref-type="bibr" rid="ref115">Vrti&#x010D;ka and Vuilleumier, 2012</xref>; <xref ref-type="bibr" rid="ref29">Cooke et al., 2016</xref>, <xref ref-type="bibr" rid="ref28">2018</xref>). To our knowledge, <xref ref-type="bibr" rid="ref90">Peltola et al. (2015)</xref> were the first authors to investigate infants&#x2019; attention to facial expressions in association with attachment security, while others have addressed the relationship between caregiver-infant attachment security and infants&#x2019; visual preferences using other social&#x2013;emotional stimuli (see <xref ref-type="bibr" rid="ref61">Johnson et al., 2007</xref>, <xref ref-type="bibr" rid="ref62">2010</xref>; <xref ref-type="bibr" rid="ref14">Biro et al., 2015</xref>, <xref ref-type="bibr" rid="ref15">2017</xref>). They used a longitudinal design and studied infants&#x2019; normative developmental bias to fearful faces at 7&#x2009;months (<xref ref-type="bibr" rid="ref94">Peltola et al., 2008</xref>, <xref ref-type="bibr" rid="ref93">2009a</xref>,<xref ref-type="bibr" rid="ref95">b</xref>, <xref ref-type="bibr" rid="ref92">2011</xref>, <xref ref-type="bibr" rid="ref91">2013</xref>; <xref ref-type="bibr" rid="ref45">Forssman et al., 2014a</xref>) as an antecedent of later attachment quality at 14&#x2009;months (<xref ref-type="bibr" rid="ref90">Peltola et al., 2015</xref>). Consistent with the models reviewed above, the main finding was a smaller attentional bias to fearful faces in infants with an insecure attachment pattern vs. secure infants, and this effect was most clearly associated with attachment disorganization, suggesting altered sensitivity to threat-related cues in infancy as a testable trait linking attachment disorganization to later behavioral outcomes (for a review about the outcomes of threat-related attention bias in socio-emotional development please see <xref ref-type="bibr" rid="ref99">P&#x00E9;rez-Edgar et al., 2017</xref>; <xref ref-type="bibr" rid="ref21">Burris et al., 2019a</xref>,<xref ref-type="bibr" rid="ref22">b</xref>; <xref ref-type="bibr" rid="ref50">Fu and P&#x00E9;rez-Edgar, 2019</xref>). In the same vein, but using neurophysiological measures, <xref ref-type="bibr" rid="ref96">Peltola et al. (2018a</xref>,<xref ref-type="bibr" rid="ref97">b)</xref>, measured event-related potentials (ERPs) to investigate whether cortical responses to facial expressions of fear were associated with the development of secure and insecure patterns of infant-caregiver attachment during the first year. Based on previous findings showing reduced attentional biases to fearful faces in infants with insecure and disorganized attachment, the authors hypothesized that insecure and disorganized attachment would be associated with reduced ERP differentiation of fearful from non-fearful faces. ERPs to facial expressions were measured at 7&#x2009;months of age and attachment was assessed at 14&#x2009;months of age with the Strange Situation Procedure. The results revealed that occipitotemporal face-sensitive ERP responses particularly in the time range of the N290 component were related to attachment security at 14&#x2009;months. Furthermore, only securely attached infants showed age-typical cortical discrimination of fearful from non-fearful faces at 7&#x2009;months, whereas a similar pattern of ERP responses was not observed in infants with insecure and disorganized attachment. These results add to previous findings by suggesting that patterns of secure and insecure infant attachment are related to early-emerging differences in the perceptual processing of facial emotions, which could have implications for the development of social competence. More recently, <xref ref-type="bibr" rid="ref44">Forslund et al. (2019)</xref> found that disorganized children (6 to 7-year-old children) showed lowered attention to facial expressions, a diminished ability to discriminate facial expressions, and elevated emotional reactivity.</p>
<p>However, the specific developmental pathways that link attachment and socio-emotional development are still a topic of research (<xref ref-type="bibr" rid="ref11">Belsky, 1997</xref>, <xref ref-type="bibr" rid="ref12">2005</xref>; <xref ref-type="bibr" rid="ref13">Belsky and Pluess, 2009</xref>; <xref ref-type="bibr" rid="ref40">Ellis et al., 2011</xref>; <xref ref-type="bibr" rid="ref25">Cassidy et al., 2013</xref>; <xref ref-type="bibr" rid="ref89">Paschall and Mastergeorge, 2016</xref>; <xref ref-type="bibr" rid="ref57">Groh et al., 2017</xref>; <xref ref-type="bibr" rid="ref105">Slagt et al., 2018</xref>; <xref ref-type="bibr" rid="ref9">Behrendt et al., 2019</xref>). In the present work, we expected to contribute to the line of research investigating the relation between the quality of early social&#x2013;emotional experiences and social information processing in infancy (e.g., <xref ref-type="bibr" rid="ref108">Striano et al., 2002</xref>; <xref ref-type="bibr" rid="ref33">de Haan et al., 2004</xref>; <xref ref-type="bibr" rid="ref110">Taylor-Colls and Pasco Fearon, 2015</xref>; <xref ref-type="bibr" rid="ref67">Kungl et al., 2017</xref>; <xref ref-type="bibr" rid="ref81">Morales et al., 2017</xref>; <xref ref-type="bibr" rid="ref64">Kataja et al., 2018</xref>; <xref ref-type="bibr" rid="ref63">Juvrud et al., 2019</xref>; <xref ref-type="bibr" rid="ref65">Kataja et al., 2019</xref>), specifically how infants visually explore facial expressions of emotion. Our primary goal was to test the hypothesis of potential differences in attention to facial expressions and emotional discrimination (sensitivity to emotional change) between infants classified as securely attached (B), insecure-avoidant (A), and insecure-resistant (C), and between infants grouped as securely (B) or insecurely attached (non-B).</p>
<p>Following the literature reviewed, we identified four major limitations/literature gaps which were addressed in the present study. First, the existing developmental literature has focused on normative attentional patterns according to age, namely, age-expected attentional bias (e.g., to fearful faces at 7-months of age) (e.g., <xref ref-type="bibr" rid="ref90">Peltola et al., 2015</xref>). In this study, we go beyond the developmental normative attention bias according to age, to consider general visual preferences and their emotional correlates. Second, previous studies have failed to study attachment in a discriminating way, only considering the secure vs. insecure attachment pattern contrast (e.g., <xref ref-type="bibr" rid="ref96">Peltola et al., 2018a</xref>,<xref ref-type="bibr" rid="ref97">b</xref>). Here, we consider not only secure vs. insecure but consider A-B-C attachment patterns. We compare all three primary attachment groups other than combining the resistant and avoidant infants into one insecure group, which is critically important as there are different theoretically-derived predictions about the pattern of attention to emotional stimuli that insecure-avoidant and insecure-resistant infants may utilize. Third, several studies have used behavioral measures such as looking time, typically measured by recording cumulative gaze to a whole visual scene, which has been one of the most used behavioral indices of infants&#x2019; cognitive and perceptual capabilities (e.g., <xref ref-type="bibr" rid="ref59">Johnson, 2004</xref>). Here, we used an eye-tracking system that allows for much more accurate measurement of how attention is allocated than general measures of looking time, through greater spatial and temporal precision in quantifying eye movements than video encoding by human scorers (see <xref ref-type="bibr" rid="ref87">Papageorgiou et al., 2014</xref>; <xref ref-type="bibr" rid="ref69">Lepp&#x00E4;nen et al., 2015</xref>; <xref ref-type="bibr" rid="ref30">Crawford et al., 2016</xref>) and including the analysis of two different measures of infants visual preferences&#x2014;mean FT and mean FC&#x2014;, following the suggestion of <xref ref-type="bibr" rid="ref73">LoBue et al. (2020)</xref> of using multiple outcome measures in infant research. Fourth, most developmental studies of emotion perception are not designed to distinguish whether infants discriminate visual affective features, such as <italic>valence</italic> (pleasant vs. unpleasant) and <italic>arousal</italic> (high vs. low) (<xref ref-type="bibr" rid="ref7">Barrett et al., 2019</xref>). They tend to mix arousal and <italic>valence</italic> contrasts, or to present <italic>valence</italic> contrasts ignoring their <italic>arousal</italic> levels, into impure comparisons that need to be disentangled. For instance, previous studies have compared a pleasant instance of emotion (smiling in happiness) with one that is intended to depict an unpleasant instance of emotion (e.g., scowling in anger, or gasping in fear), ignoring their levels of <italic>arousal</italic> (e.g., <xref ref-type="bibr" rid="ref80">Montague and Walker-Andrews, 2001</xref>; <xref ref-type="bibr" rid="ref70">Lepp&#x00E4;nen et al., 2007</xref>, <xref ref-type="bibr" rid="ref72">2009</xref>). In this sense, we will try to disentangle this by selecting facial stimuli that differ in emotional <italic>valence</italic> (happy, angry) and the level of <italic>arousal</italic> (low, high). Therefore, we aimed to analyze if the impact of attachment security on infants&#x2019; visual preferences was independent of the emotional contrast presented, by including in our experimental paradigm three different emotional contrasts, namely, <italic>valence</italic>, <italic>arousal</italic>, and <italic>valence&#x2009;+&#x2009;arousal</italic> (following recent debates in the field of Facial Expressions of Emotion; see <xref ref-type="bibr" rid="ref2">Almeida et al., 2016</xref>; <xref ref-type="bibr" rid="ref7">Barrett et al., 2019</xref>; <xref ref-type="bibr" rid="ref98">Pereira et al., 2019</xref>).</p>
<p>Based on the literature reviewed above (<xref ref-type="bibr" rid="ref58">Isabella and Belsky, 1991</xref>; <xref ref-type="bibr" rid="ref109">Swanson et al., 2000</xref>; <xref ref-type="bibr" rid="ref23">Cantero and Cerezo, 2001</xref>; <xref ref-type="bibr" rid="ref53">Fuertes et al., 2006</xref>, <xref ref-type="bibr" rid="ref51">2009</xref>, <xref ref-type="bibr" rid="ref52">2020</xref>; <xref ref-type="bibr" rid="ref5">Barbosa et al., 2019</xref>, <xref ref-type="bibr" rid="ref6">2021</xref>), we hypothesized that: (a) since insecure-avoidant infants may experience consistent maternal intrusiveness, they may learn to attend away from feelings of distress and/or social-emotional stimuli to inhibit or prevent expression of distress when frightened, developing an avoidance attentional biases to social stimuli&#x2014;irrespective of emotional valence&#x2014;as a function of early interactions with the mother, and (b) contrarily, insecure-resistant infants are likely to learn to attend excessively to social and/or emotional stimuli, developing a <italic>hypervigilance</italic> attentional bias to social stimuli, due to the higher prevalence of passive or unresponsive maternal behaviors, feeling a higher need to monitor the environment. However, except for the studies developed by <xref ref-type="bibr" rid="ref90">Peltola et al. (2015</xref>, <xref ref-type="bibr" rid="ref96">2018a</xref>,<xref ref-type="bibr" rid="ref97">b)</xref>, no previous study has examined the association between the processing of facial expressions and attachment security in infants. Therefore, our specific aims were to evaluate (1) 14-month-old infants general emotion discrimination abilities (using eye-tracking visual parameters of Fixation Time and Fixation Count, FT and FC, hereafter); (2) their emotion discrimination (FT and FC) as a function of attachment pattern (A, B, C); and (3) their emotion discrimination (FT and FC) as a function of attachment security (secure vs. insecure, B vs. non-B).</p>
</sec>
<sec sec-type="methods" id="sec2"><label>2</label>
<title>Method</title>
<sec id="sec3"><label>2.1</label>
<title>Participants</title>
<p>Sixty-five infants and their mothers were recruited from an ongoing longitudinal cohort study. Four infants were excluded due to unsuccessful eye-tracking calibration (<italic>n</italic>&#x2009;=&#x2009;2), or due to fussiness, movement, or inattentiveness during the experiment (<italic>n</italic>&#x2009;=&#x2009;2). The final sample included 61 infants (35 girls, mean age&#x2009;=&#x2009;13.93&#x2009;months, <italic>SD</italic>&#x2009;=&#x2009;1.21, range [12.00&#x2013;16.50], birth weight&#x2009;&#x2265;&#x2009;2,400&#x2009;g; mean birth weight&#x2009;=&#x2009;3,035&#x2009;g, <italic>SD</italic>&#x2009;=&#x2009;458, range [2,400&#x2013;3,945]) and their mothers (<italic>M</italic>&#x2009;=&#x2009;31.91, <italic>SD</italic>&#x2009;=&#x2009;3.54, range [23.00&#x2013;37.00]). First-minute Apgar scores ranged from 7 to 9 (<italic>M</italic>&#x2009;=&#x2009;8.86, <italic>SD</italic>&#x2009;=&#x2009;0.41). All infants were born full-term (Gestational Age (GA)&#x2009;&#x2265;&#x2009;37&#x2009;weeks; mean GA&#x2009;=&#x2009;38.55&#x2009;weeks, <italic>SD</italic>&#x2009;=&#x2009;1.18, range [37.00&#x2013;41.30]), healthy, and clinically normal at delivery. Parental self-report and medical records indicated no signs of sensory or neurological abnormalities, nor other illnesses or congenital anomalies in the neonatal period. The infants were all from middle-class Caucasian families. At the time of testing, they were free of visual or neurological abnormalities. Mother-infant dyads were recruited after delivery at the <italic>Unidade Local de Sa&#x00FA;de de Matosinhos</italic> (Local Health Unit of Matosinhos) and at the <italic>Centro Hospitalar de S&#x00E3;o Jo&#x00E3;o</italic> (Hospital Center of S&#x00E3;o Jo&#x00E3;o). Recruitment was authorized by both Hospital administration boards, based on favorable reports of their respective ethical committees. The present study was conducted according to the ethical guidelines presented in the Declaration of Helsinki. Written informed consent was obtained from both parents, before conducting any assessment or data collection.</p>
<p>All infants lived with both parents in the same household. Families were from urban, middle-class socioeconomic backgrounds. No parent had any known serious physical illness, psychiatric condition, or drug/alcohol addiction problems. Most mothers (<italic>n</italic>&#x2009;=&#x2009;32, 53%) completed a College/University degree, while 24 (39%) completed the 12th year (upper secondary school level) and five (8%) attained the 9th year (third level of basic education). All mothers were Portuguese, married or living with their spouse, had a healthy gestation, and had no problems at delivery. For 34 mothers (56%), this was their first-born child. At the time of testing, all mothers were employed, healthy, and free of visual or neurological impairments.</p>
</sec>
<sec id="sec4"><label>2.2</label>
<title>Materials</title>
<p>Stimulus materials for the eye-tracking experiment consisted of color images of female faces from two actresses exhibiting happy or angry expressions, taken from the NimStim Face Stimulus Set (<xref ref-type="bibr" rid="ref111">Tottenham et al., 2009</xref>). Faces belonged to four conditions: High-Arousal Happy (HiHA), Low-Arousal Happy (LoHA), High-Arousal Angry (HiAN), and Low-Arousal Angry (LoAN). In our experiment, LoHA was used as the habituation face (and as the trial old face in the VPC experiment), with the other three representing changes in valence (LoAN), arousal (HiHA), or valence and arousal simultaneously (HiAN, see <xref ref-type="fig" rid="fig1">Figure 1</xref>). We only used the LoHa as the habituation face because it represents a valence (HA) and arousal (Lo) less likely to attract biased/reactive processing (baseline measure). This is because, in low-risk samples, infants&#x2019; early perceptual experiences with human faces are very likely dominated by low-arousal pleasant (happy) expressions from their caregivers, leading to perceptual expectations for these facial displays (for more detail, see <xref ref-type="bibr" rid="ref98">Pereira et al., 2019</xref>). Stimulus selection was based on the following criteria: (1) the actress should be a European-American female; (2) happy and angry expressions with different levels of arousal should be available for the actor chosen; (3) finally, actresses should have at least four stimuli with recognition rate&#x2009;&#x2265;&#x2009;0.80 (recognition rates in adults from <xref ref-type="bibr" rid="ref111">Tottenham et al., 2009</xref>). Importantly, arousal ratings were examined to select an actress that had similar ratings for Low Happy (LoHA) and Low Angry (LoAN) stimuli, and also for High Happy (HiHA) and High Angry (HiAN) stimuli (arousal ratings in adults from <xref ref-type="bibr" rid="ref41">Ferreira-Santos, 2013</xref>). Faces were presented with a uniform background (all white). Stimulus size and brightness were kept uniform using GIMP (<xref ref-type="bibr" rid="ref54">Gimp, 2008</xref>).</p>
<fig position="float" id="fig1"><label>Figure 1</label>
<caption>
<p>Stimulus materials used in the eye-tracking Visual Paired-Comparison (VPC) experiment. Due to image reproduction authorization restrictions, the images/actresses here presented are merely illustrative, although they are part of the NimStim Face Stimulus Set. Face stimuli here presented are merely illustrative, sourced from the NimStim set of Facial Expressions (<xref ref-type="bibr" rid="ref111">Tottenham et al., 2009</xref>) and available to the scientific community at <ext-link xlink:href="https://macbrain.org/resources/" ext-link-type="uri">https://macbrain.org/resources/</ext-link>. All faces are from the Nim Stim data set publicly available for scientific research. The codes of the images for the two actresses used in our study from the NimStim set were: LoHA: 08_F_HA_O and 09_F_HA_O; HiHA: 08_F_HA_X and 09_F_HA_X; LoAN: 08_F_ AN_C and 09_F_AN_C; HiAN: 08_F_AN_O and 09_F_AN_O.</p>
</caption>
<graphic xlink:href="fpsyg-15-1302657-g001.tif"/>
</fig>
<p>In the test phase, the four faces were paired such that we had three types of contrasts between old face and new face for each actress: Arousal contrast: old face [LoHA] paired with new arousal face [HiHA], Valence contrast: old face [LoHA] paired with new valence face [LoAN], and Valence+Arousal contrast: old face [LoHA] paired with the new valence+arousal face [HiAN]. The &#x201C;old face vs. new face&#x201D; refers to the change of the facial expression or lack thereof, and not to the face&#x2019;s identity; whereby the old/new contrast always involved the same actress. For each contrast (experimental condition), there were two versions: one with the new face on the left side, and the other with the new face on the right. Thus, each actress generated a set of six face pairs, each set defining a six-trial experimental protocol with three conditions. By switching the presentation order of 3 contrasts/conditions&#x2009;&#x00D7;&#x2009;2 versions, we created 12 experimental protocols per actress (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Table A1</xref>), and thus 12&#x2009;&#x00D7;&#x2009;2&#x2009;=&#x2009;24 protocols in total. Each infant was assigned to one of these (meaning that each infant only saw one actress throughout the experimental task).</p>
</sec>
<sec id="sec5"><label>2.3</label>
<title>Procedure</title>
<p>Potential participant mothers were contacted in the neonatal obstetric units within the first 72&#x2009;h after the infants&#x2019; birth. The purpose and procedures of the study were explained, and mothers were invited to participate. If that was the case, informed consent was signed by the infants&#x2019; parents. Participant mothers were first administered a brief questionnaire to collect demographic information and data concerning infants&#x2019; perinatal health status was abstracted from medical records, to determine eligibility. When infants completed 14&#x2009;months of age, a laboratory session was scheduled with the parents at the Faculty of Psychology of the University of Porto. The session began with the eye-tracking experiment, followed by the Strange Situation Procedure (SSP) (<xref ref-type="bibr" rid="ref1">Ainsworth et al., 1978</xref>).</p>
<p>In the eye-tracking experiment, infants were accompanied by one of the parents, who was asked to help keep the infant&#x2019;s attention focused on the stimuli during the session. Parents were told they could point to the computer screen or could say &#x201C;<italic>look at the face</italic>,&#x201D; but that they should not mention the emotion being displayed. Infants sat on a baby chair approximately 60&#x2009;cm in front of a screen (47.5&#x2009;&#x00D7;&#x2009;29.5&#x2009;cm), where they viewed the pictures of facial expressions. At this distance, each face corresponded to a horizontal visual angle of 9.52&#x00B0; and a vertical angle of 14.25&#x00B0; (both in habituation and in the VPC paradigm). Faces size was 10&#x2009;cm&#x2009;&#x00D7;&#x2009;15&#x2009;cm and paired faces (in the VPC trials) were separated by a 12&#x2009;cm interval, ear to ear. Infants&#x2019; mothers or fathers remained behind them with a hand on their shoulder, so that they would feel secure. Parents were asked to look above the screen to avoid any interference with infants&#x2019; gaze tracking. The infant&#x2019;s body was stabilized with an Infant car seat with an arm support. Eye movements were recorded monocularly with a remote eye-tracking system (SMI RED 250<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref>), at a 120&#x2009;Hz sampling rate.</p>
<p>Stimuli were presented using the SMI Experiment Center (version 3.0). Each testing session began with a 5-point calibration procedure. The calibration point was an animation that appeared in each of the four corners of the computer monitor and the center of the screen, accompanied by a playful sound to capture the infant&#x2019;s attention. Calibrations were considered successful when deviations were below 2&#x00B0;. Unsuccessful calibrations were reattempted twice. In case of repeated failure, the experiment would not run, and the participant was excluded from the experiment (two infants were excluded due to unsuccessful calibration as explained in the sample subsection). Each infant was assigned to one of the 24 available protocols (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Table A1</xref>). Stimulus presentation was automated after a successful calibration. For all protocols (see <xref ref-type="fig" rid="fig2">Figure 2</xref>), each trial began with a Low Happy face (LoHA, habituation face) which was displayed in the center of the screen for 20s (see, e.g., <xref ref-type="bibr" rid="ref88">Pascalis et al., 2002</xref>). The habituation phase was followed by the test phase with the six Visual Paired Comparison (VPC) trials. Each trial consisted of two emotional faces&#x2014;the old face (similar to the habituation face), accompanied by a new face (HiHA, LoAN, or HiAN). Given the infants&#x2019; limited attention span, trials were organized into two blocks, three trials per block. Each trial was displayed for 5,000&#x2009;ms (5&#x2009;s). To maintain infants&#x2019; attention throughout the experiment and prevent fatigue, an attention-grabber was used. We used four different animated audiovisual stimuli accompanied by a piece of baby-Disney music (random duration between 1,000&#x2009;ms and 1,200&#x2009;ms).</p>
<fig position="float" id="fig2"><label>Figure 2</label>
<caption>
<p>Experimental paradigm used in the eye-tracking session. Face stimuli here presented are merely illustrative, sourced from the NimStim set of Facial Expressions (<xref ref-type="bibr" rid="ref111">Tottenham et al., 2009</xref>) and available to the scientific community at <ext-link xlink:href="https://macbrain.org/resources/" ext-link-type="uri">https://macbrain.org/resources/</ext-link>. All faces are from the Nim Stim data set publicly available for scientific research. The codes of the images for the two actresses used in our study from the NimStim set were: LoHA: 08_F_HA_O and 09_F_HA_O; HiHA: 08_F_HA_X and 09_F_HA_X; LoAN: 08_F_ AN_C and 09_F_AN_C; HiAN: 08_F_AN_O and 09_F_AN_O.</p>
</caption>
<graphic xlink:href="fpsyg-15-1302657-g002.tif"/>
</fig>
<p>After the eye-tracking experiment, mother-infant dyads participated in the Strange Situation Procedure (SSP) (<xref ref-type="bibr" rid="ref1">Ainsworth et al., 1978</xref>). The SSP is a 21-min laboratory paradigm designed for assessing the infant&#x2019;s attachment pattern. The paradigm involves a sequence of eight episodes designed to place mild but increasing levels of stress on the infant (i.e., being introduced to an unfamiliar playroom, interacting with an unfamiliar adult stranger, and brief separations from and reunions with the mother). By standard procedures, the SSP consisted of eight 3-min episodes, including two separations from and two reunions with the mother, and interaction with a female stranger.</p>
</sec>
<sec id="sec6"><label>2.4</label>
<title>Data analysis</title>
<sec id="sec7"><label>2.4.1</label>
<title>Preprocessing of eye-tracking data</title>
<p>The eye-tracking data quality in terms of attrition rate and proportion of valid trials had to be similar to previous infancy eye-tracking studies (i.e., attrition rate around 20&#x2013;35% or lower, based on <xref ref-type="bibr" rid="ref116">Watanabe et al., 2012</xref>; <xref ref-type="bibr" rid="ref3">Ambrosini et al., 2013</xref>; <xref ref-type="bibr" rid="ref86">Oakes and Ellis, 2013</xref>), and proportion of valid trials in each eye tracking task at greater than 70%, based on <xref ref-type="bibr" rid="ref46">Forssman et al. (2014b)</xref> and <xref ref-type="bibr" rid="ref69">Lepp&#x00E4;nen et al. (2015)</xref>. Trials were inspected for artifacts, and those with more than 20% data loss were rejected (i.e., since trials were displayed for 5&#x2009;s, only valid trials with signal processing for 4&#x2009;s were retained). This resulted in the loss of two infants (as explained in the sample subsection). Only participants with all six valid trials (i.e., two valid trials for each of the three conditions) were included in the statistical analysis. Rectangular Areas Of Interest (AOIs) were created around each face - the habituation face as well as each face in VPC trials. For each AOI x Trial x Participant, BeGaze software (v. 3.0) provided measures of fixation time (ms) and fixation count (number of fixations). For VPC trials, we computed the difference between the old face and the new face, which was used as a dependent variable in the analysis.</p>
</sec>
<sec id="sec8"><label>2.4.2</label>
<title>Classification of attachment patterns from SSP</title>
<p>Infants&#x2019; attachment behaviors were coded from video recordings, according to the attachment patterns (secure, insecure-avoidant, insecure-resistant) defined by <xref ref-type="bibr" rid="ref1">Ainsworth et al. (1978)</xref>. The scoring was made by two expert and reliable coders. For the four-way ABC classifications and presence vs. absence of a secure attachment (B vs. non-B), intercoder agreement was 92%. Different classifications were resolved in conference and consensus was achieved between the coders.</p>
</sec>
<sec id="sec9"><label>2.4.3</label>
<title>Statistical analysis</title>
<p>Preliminary analyses were first carried out to evaluate the distributional properties of the study variables, including identifying potential outliers, kurtosis, and skewness, following the criteria recommended by <xref ref-type="bibr" rid="ref9001">Kline (1998)</xref>, and to calculate descriptive statistics for the study variables. Before the aim-oriented analyses, we tested the normality of the variables with Kolmogorov&#x2013;Smirnov statistics to decide on the tests to perform. For <italic>t</italic>-tests and ANOVAs, preliminary analyses were first carried out to check their assumptions. We ran Levene&#x2019;s test for homogeneity of variances. Since the homogeneity of variance assumption was not violated, parametric statistics were used.</p>
<p>To test for successful emotion discrimination, we first conducted a one-sample <italic>t</italic>-test (<italic>t</italic>&#x2009;=&#x2009;0) entering the value of the difference [trial old face-trial new face] for both mean fixation time and the mean fixation count, taking the average values of all three new faces. To test the main hypothesis, we ran a mixed ANOVA, with <italic>Emotional Contrast</italic> (Valence, Arousal, Valence+Arousal) as a within-subjects factor, and <italic>Attachment Pattern</italic> (A, B, C) as a between-subjects factor. An additional analysis considering only whether the attachment pattern was secure (B) or not (non-B) was also carried out. Finally, to ensure that infants&#x2019; patterns of emotion discrimination were due to attachment pattern <italic>per se</italic>, and not to potential differences in habituation time (learning) across attachment patterns, we compared the habituation time across the three attachment patterns. To that end, we ran a one-way ANOVA using the mean fixation time toward the habituation face as the dependent variable and infants&#x2019; attachment patterns as the independent variable.</p>
<p>All statistical analyses were carried out using SPSS, version 27. Findings were denoted as statistically significant using an alpha of &#x2264;0.05.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="sec10"><label>3</label>
<title>Results</title>
<sec id="sec11"><label>3.1</label>
<title>Attachment patterns</title>
<p>In the final sample of 61 infants, 40 infants (66%) were classified as securely attached (B), while 21 were classified as insecurely attached, of which 11 (18%) were classified as insecure-avoidant (A), and 10 (16%) insecure-resistant (C). No infants met the criteria to be classified as disorganized (i.e., had scores higher than 5 in disorganization behaviors) (<xref ref-type="bibr" rid="ref75">Main and Solomon, 1990</xref>). Cohen&#x2019;s kappa coefficient for ABC classification (0.90) indicated excellent intercoder reliability. The final scores for discrepant cases were discussed and agreed upon by conferencing with an expert Strange Situation coder.</p>
<sec id="sec12"><label>3.1.1</label>
<title>General emotion discrimination abilities</title>
<p>We found significantly higher mean fixation time and fixation count for the trial new face when compared with the trial old face (<xref ref-type="table" rid="tab1">Table 1</xref>) regardless of the emotional condition (<italic>valence, arousal, valence&#x2009;+&#x2009;arousal</italic> contrasts): <italic>t</italic>(60)&#x2009;=&#x2009;&#x2212;2.30, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <italic>d</italic>&#x2009;=&#x2009;0.35 and <italic>t</italic>(60)&#x2009;=&#x2009;&#x2212;2.03, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <italic>d</italic>&#x2009;=&#x2009;0.31, for FT and FC, respectively. This suggests that 14-month-old infants were able to discriminate emotional faces based on novelty preference.</p>
<table-wrap position="float" id="tab1"><label>Table 1</label>
<caption>
<p>Infants&#x2019; descriptive statistics for eye-tracking data: habituation, overall difference [trial old face-trial new face], and difference [trial old face-trial new face] according to valence, arousal, and valence+arousal.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Mean FT (ms)<break/>(SD)</th>
<th align="center" valign="top">Mean FC<break/>(SD)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="3">
<bold>Habituation</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Habituation Face (LoHA)</td>
<td align="char" valign="top" char="(">8012.44 (3925.01)</td>
<td align="char" valign="top" char="(">19.49 (9.61)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">
<bold>VPC</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Trial Old Face (LoHA)</td>
<td align="char" valign="top" char="(">1515.99 (605.99)</td>
<td align="char" valign="top" char="(">5.21 (2.50)</td>
</tr>
<tr>
<td align="left" valign="top">Trial New Face (LoAN)</td>
<td align="char" valign="top" char="(">1751.95 (765.17)</td>
<td align="char" valign="top" char="(">5.95 (2.57)</td>
</tr>
<tr>
<td align="left" valign="top">Trial New Face (HiHA)</td>
<td align="char" valign="top" char="(">1967.80 (989.62)</td>
<td align="char" valign="top" char="(">6.42 (3.04)</td>
</tr>
<tr>
<td align="left" valign="top">Trial New Face (HiAN)</td>
<td align="char" valign="top" char="(">1865.13 (726.02)</td>
<td align="char" valign="top" char="(">5.55 (2.22)</td>
</tr>
<tr>
<td align="left" valign="top">Trial New Face (average LoAN, HiHA, HiAN)</td>
<td align="char" valign="top" char="(">1745.72 (660.32)</td>
<td align="char" valign="top" char="(">5.97 (2.33)</td>
</tr>
<tr>
<td align="left" valign="top">Trial Difference [Trial Old Face-Trial New Face]</td>
<td align="char" valign="top" char="(">&#x2212;232.05 (662.52)</td>
<td align="char" valign="top" char="(">&#x2212;0.77 (2.48)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">
<bold>Emotional condition</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Valence</td>
<td align="char" valign="top" char="(">&#x2212;179.52 (984.38)</td>
<td align="char" valign="top" char="(">&#x2212;0.66 (3.42)</td>
</tr>
<tr>
<td align="left" valign="top">Arousal</td>
<td align="char" valign="top" char="(">&#x2212;473.39(1238.64)</td>
<td align="char" valign="top" char="(">&#x2212;1.74 (3.27)</td>
</tr>
<tr>
<td align="left" valign="top">Valence + Arousal</td>
<td align="char" valign="top" char="(">&#x2212;300.00 (950.21)</td>
<td align="char" valign="top" char="(">&#x2212;0.94 (3.96)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>VPC, Visual Paired-Comparison; FT, Fixation Time; FC, Fixation Count; LoHA, Low-Arousal Happy Valence face; LoAN, Low-Arousal Angry Valence face; HiHA, High-Arousal Happy Valence Face; HiAN, High-Arousal Angry Valence face.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec13"><label>3.1.2</label>
<title>Emotion discrimination as a function of attachment pattern (A, B, C)</title>
<p>The mixed-factors ANOVA with mean fixation time as the dependent variable showed that the main effect of the emotional condition (trial old face&#x2014;trial new face per valence, arousal, and valence+arousal, <xref ref-type="table" rid="tab1">Table 1</xref>) was not significant: <italic>F</italic>(2, 116)&#x2009;=&#x2009;1.79, <italic>p</italic>&#x2009;=&#x2009;0.174, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.043. Infants showed sensitivity to the new face, independently of the novel emotional condition (<italic>valence, arousal, or valence&#x2009;+&#x2009;arousal</italic> contrasts). There was, however, a significant large main effect of attachment pattern on the mean fixation time: <italic>F</italic>(2, 58)&#x2009;=&#x2009;20.72, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.509 (see <xref ref-type="fig" rid="fig3">Figure 3</xref> for descriptives). Tukey HSD <italic>post hoc</italic> tests revealed that there were statistically significant differences between insecure-avoidant infants (<italic>M&#x2009;=</italic> 489.63, <italic>SD&#x2009;=</italic> 167.51) and insecure-resistant infants (<italic>M&#x2009;=</italic>&#x2009;&#x2212;1026.06, <italic>SD&#x2009;=</italic> 167.51, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001); between secure infants (<italic>M&#x2009;=</italic>&#x2009;&#x2212;409.89, <italic>SD&#x2009;=</italic> 161.83) and insecure-resistant (<italic>p</italic>&#x2009;=&#x2009;0.012); and between infants insecure-avoidant and secure infants (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). Overall, mean FT differences [trial old face-trial new face] were larger for the insecure-resistant pattern (C) compared to both insecure-avoidant (A) and secure (B) patterns, indicating that children classified with an insecure-resistant attachment pattern remain hypervigilant toward emotional change (see <xref ref-type="fig" rid="fig4">Figure 4</xref>). The interaction between emotional contrast and attachment pattern for mean FT was not significant: <italic>F</italic>(4, 116)&#x2009;=&#x2009;2.31, <italic>p</italic>&#x2009;=&#x2009;0.065, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.103.</p>
<fig position="float" id="fig3"><label>Figure 3</label>
<caption>
<p>Mean FT (ms) for valence, arousal, and valence+arousal according to infants&#x2019; attachment pattern classification (A, B, C).</p>
</caption>
<graphic xlink:href="fpsyg-15-1302657-g003.tif"/>
</fig>
<fig position="float" id="fig4"><label>Figure 4</label>
<caption>
<p>The main effect of attachment classification (A, B, C) on infants mean Fixation Time [trial old face &#x2013; trial new face], &#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001.</p>
</caption>
<graphic xlink:href="fpsyg-15-1302657-g004.tif"/>
</fig>
<p>Concerning fixation count as a dependent variable (<xref ref-type="table" rid="tab1">Table 1</xref>), we found no significant main effect of emotional contrast [<italic>F</italic>(2, 116)&#x2009;=&#x2009;1.77, <italic>p</italic>&#x2009;=&#x2009;0.18, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.042]. There was, however, a significant large main effect of attachment pattern on the mean fixation count: <italic>F</italic>(2, 58)&#x2009;=&#x2009;19.43, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.493 (see <xref ref-type="fig" rid="fig5">Figure 5</xref> for descriptives). Tukey HSD <italic>post hoc</italic> tests revealed that there were statistically significant differences between infants A (<italic>M&#x2009;=</italic> 1.31, <italic>SD&#x2009;=</italic> 0.52) and C (<italic>M&#x2009;=</italic>&#x2009;&#x2212;3.23, <italic>SD&#x2009;=</italic> 0.52, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001); between infants B (<italic>M&#x2009;=</italic>&#x2009;&#x2212;1.41, <italic>SD&#x2009;=</italic> 0.50) and C (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05); and between infants A and B (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01). Overall, mean FC differences [trial old face-trial new face] were larger for pattern C compared to both A and B, indicating that C children remain hypervigilant toward emotional change (see <xref ref-type="fig" rid="fig6">Figure 6</xref>). The interaction between emotional contrast and attachment pattern for mean FC was not significant: [<italic>F</italic>(4, 116)&#x2009;=&#x2009;2.30, <italic>p</italic>&#x2009;=&#x2009;0.066, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.103].</p>
<fig position="float" id="fig5"><label>Figure 5</label>
<caption>
<p>Mean FC for valence, arousal, and valence+arousal according to infants&#x2019; attachment pattern classification (A, B, C).</p>
</caption>
<graphic xlink:href="fpsyg-15-1302657-g005.tif"/>
</fig>
<fig position="float" id="fig6"><label>Figure 6</label>
<caption>
<p>The main effect of attachment classification (A, B, C) on infants mean Fixation Count [trial old face &#x2013; trial new face], &#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01; &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001.</p>
</caption>
<graphic xlink:href="fpsyg-15-1302657-g006.tif"/>
</fig>
</sec>
<sec id="sec14"><label>3.1.3</label>
<title>Emotion discrimination as a function of attachment security (B vs. non-B)</title>
<p>Using two levels for attachment pattern (secure vs. insecure, B vs. non-B), we found no significant main effects of emotional contrast [<italic>F</italic>(2, 118)&#x2009;=&#x2009;1.61, <italic>p</italic>&#x2009;=&#x2009;0.207, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.038], attachment pattern [<italic>F</italic>(1, 59)&#x2009;=&#x2009;0.253, <italic>p</italic>&#x2009;=&#x2009;0.618, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.006], nor any interaction effect between the two [<italic>F</italic>(2, 118)&#x2009;=&#x2009;1.68, <italic>p</italic>&#x2009;=&#x2009;0.192, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.039] on mean fixation time.</p>
<p>The same tendency of no effect was found for fixation count as the dependent variable [emotional contrast: <italic>F</italic>(2, 118)&#x2009;=&#x2009;0.975, <italic>p</italic>&#x2009;=&#x2009;0.382, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.023, attachment pattern: <italic>F</italic>(1, 59)&#x2009;=&#x2009;0.279, <italic>p</italic>&#x2009;=&#x2009;0.600, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.006; interaction: <italic>F</italic>(2, 118)&#x2009;=&#x2009;0.504, <italic>p</italic>&#x2009;=&#x2009;0.606, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.012].</p>
</sec>
<sec id="sec15"><label>3.1.4</label>
<title>Fixation time in habituation across attachment patterns (control analysis)</title>
<p>A One-Way ANOVA revealed that the effect of attachment pattern on the mean Fixation Time for the habituation face was not significant at the <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 level [<italic>F</italic>(2, 60)&#x2009;=&#x2009;1.25, <italic>p</italic>&#x2009;=&#x2009;0.514, &#x03B7;<sup>2</sup><italic>
<sub>p</sub>
</italic>&#x2009;=&#x2009;0.012]. Therefore, the increased sensitivity of infants classified with an insecure-resistant attachment pattern to new faces does not seem to result from increased habituation time.</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec16"><label>4</label>
<title>Discussion</title>
<p>In the present study, we found significantly higher mean FT and FC for the new face when compared with the old face, evaluated in the 6 experimental VPC trials, regardless of emotional condition (<italic>valence, arousal, valence&#x2009;+&#x2009;arousal</italic> contrasts), indicating that 14-month-old infants can discriminate novel emotional expressions. This finding was expected according to the developmental literature regarding the ontogeny of facial emotion processing, where behavioral studies have shown that infants&#x2019; ability to visually discriminate emotional expressions emerges around 5&#x2013;7&#x2009;months of age (e.g., <xref ref-type="bibr" rid="ref84">Nelson and Dolgin, 1985</xref>; <xref ref-type="bibr" rid="ref83">Nelson, 1987</xref>; <xref ref-type="bibr" rid="ref34">de Haan and Nelson, 1998</xref>; <xref ref-type="bibr" rid="ref32">de Haan, 2001</xref>; <xref ref-type="bibr" rid="ref66">Kotsoni et al., 2001</xref>; <xref ref-type="bibr" rid="ref49">Frank et al., 2009</xref>; <xref ref-type="bibr" rid="ref71">Lepp&#x00E4;nen and Nelson, 2009</xref>; <xref ref-type="bibr" rid="ref48">Frank et al., 2014</xref>).</p>
<p>Models of attachment and socio-emotional information processing have indicated that infants&#x2019; security in the primary caregiver availability and responsivity might influence the attention allocated to socio-emotional stimuli, namely, facial expressions of emotion (<xref ref-type="bibr" rid="ref42">Field and Lester, 2010</xref>; <xref ref-type="bibr" rid="ref38">Dykas and Cassidy, 2011</xref>; <xref ref-type="bibr" rid="ref60">Johnson and Chen, 2011</xref>; <xref ref-type="bibr" rid="ref82">Morales et al., 2016</xref>). Indeed, we found a significant main effect of attachment pattern on infants&#x2019; mean fixation time toward facial expressions emotional change, independent of the nature of that facial expression change (in each emotional contrast), suggesting that attachment is related to social information processing. The present results converge to suggest that patterns of secure and insecure infant attachment are related to differences in perceiving and attending to facial emotions, as has also been suggested in studies with children (e.g., <xref ref-type="bibr" rid="ref68">Laible and Thompson, 1998</xref>; <xref ref-type="bibr" rid="ref101">Pollak and Kistler, 2002</xref>; <xref ref-type="bibr" rid="ref103">Pollak and Sinha, 2002</xref>; <xref ref-type="bibr" rid="ref16">Bosmans et al., 2007</xref>; <xref ref-type="bibr" rid="ref107">Steele et al., 2008</xref>; <xref ref-type="bibr" rid="ref112">Vandevivere et al., 2014</xref>; <xref ref-type="bibr" rid="ref90">Peltola et al., 2015</xref>; <xref ref-type="bibr" rid="ref43">Forslund et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Meinz et al., 2017</xref>; <xref ref-type="bibr" rid="ref96">Peltola et al., 2018a</xref>,<xref ref-type="bibr" rid="ref97">b</xref>), adolescents (e.g., <xref ref-type="bibr" rid="ref27">Cassidy et al., 2003</xref>), and adults (e.g., <xref ref-type="bibr" rid="ref77">Mikulincer, 1998</xref>; <xref ref-type="bibr" rid="ref78">Mikulincer et al., 2000</xref>, <xref ref-type="bibr" rid="ref79">2002</xref>; <xref ref-type="bibr" rid="ref37">Dewitte et al., 2007</xref>; <xref ref-type="bibr" rid="ref36">Dewitte and De Houwer, 2008</xref>; <xref ref-type="bibr" rid="ref39">Edelstein and Gillath, 2008</xref>).</p>
<p>Furthermore, <italic>post hoc</italic> tests revealed that there were significant differences between infants insecure-avoidant (A) and insecure-resistant (C), and between secure infants (B) and insecure-resistant (C). Overall, differences [old face-new face] were larger for attachment pattern C compared to both A and B, indicating that insecure-resistant children remain hypervigilant toward emotional change. Insecure-resistant infants show a preference for the new face, through a more negative value for the mean difference in the contrast [old face-new face] for both FT and FC, revealing a higher sensitivity to the novelty effect (an increased sensitivity to faces and facial expressions of emotion). Insecure-resistant infants&#x2019; attention deployment can be characterized by an <italic>overall hypervigilance</italic> visual tendency, as they seem to be more aware or hypervigilant to the new stimulus, suggesting a higher facial emotional discrimination (sensitivity to emotional change). The group of resistant infants is the only group that, compared with their counterparts, always prefers to look at the new face compared with the old face (across the three emotional contrasts), showing heightened attention toward the new stimuli.</p>
<p>Contrary to the hypervigilant pattern of emotion processing that characterized the resistant attachment pattern, insecure-avoidant infants revealed a positive value for the mean difference [old face-new face] FT, meaning that they tend to look less to the new face in comparison with the habituation face, and thus revealing less sensitivity to emotional change. Possibly using disengaging-deactivating strategies, infants classified as insecure-avoidant did not show the same sensitivity to emotional change, in contrast with infants classified as insecure-resistant (C), as they gave priority to familiar stimuli, which is by both theoretical and empirical work with adults (<xref ref-type="bibr" rid="ref85">Niedenthal et al., 2002</xref>; <xref ref-type="bibr" rid="ref47">Fraley et al., 2006</xref>).</p>
<p>Moreover, our results concerning infants&#x2019; visual preferences across the specific attachment sub-groups (secure, resistant, and avoidant), are similar to the tendency found in the adult literature (e.g., <xref ref-type="bibr" rid="ref77">Mikulincer, 1998</xref>; <xref ref-type="bibr" rid="ref78">Mikulincer et al., 2000</xref>, <xref ref-type="bibr" rid="ref79">2002</xref>; <xref ref-type="bibr" rid="ref85">Niedenthal et al., 2002</xref>; <xref ref-type="bibr" rid="ref47">Fraley et al., 2006</xref>; <xref ref-type="bibr" rid="ref37">Dewitte et al., 2007</xref>; <xref ref-type="bibr" rid="ref36">Dewitte and De Houwer, 2008</xref>; <xref ref-type="bibr" rid="ref39">Edelstein and Gillath, 2008</xref>). According to adult <italic>attachment theory</italic>, individual differences in <italic>attachment</italic>-related anxiety reflect variations in individuals&#x2019; vigilance to cues relevant to appraising and monitoring the availability and responsiveness of significant others.</p>
<p>However, despite this study&#x2019;s contributions, the sample size limits the generalization of our findings. Furthermore, since the assessment of both variables (infants&#x2019; attachment and the attention deployed to facial expressions of emotions) happened concurrently, we were not able to make inferences about the direction of the association found, which would be interesting to address prospectively. We must also note that in our design, pleasant and unpleasant expressions were, respectively, collinear with the emotional categories of happiness and anger, which precludes a conclusive interpretation of this factor. However, we hope that our findings come to be complemented by future work on the effects of affective properties across a broader range of emotional categories.</p>
<p>In conclusion, our results are consistent with the notion that variation in perceptual vigilance, and particularly the heightened vigilance to changes in emotional expression, may underlie attachment-related anxiety. It is noteworthy that our findings were generally consistent regardless of the <italic>valence</italic> and/or <italic>arousal</italic> (or emotional change resulting from the combination of both) of the emotions being perceived. In other words, highly resistant infants were just as sensitive to changes in positive emotions, such as happiness, as they were to negative emotions, such as anger, as well as to more or less intense emotions (e.g., High Angry Face vs. Low Angry Face). The heightened sensitivity to emotional change in insecure-resistant infants independent of emotional contrast (positive vs. negative, more vs. less intense) is an important finding because it suggests that in appraising the availability and responsiveness of the attachment figure the attachment system does not differentially weigh signals that are indicative of happiness (acceptance, sensitivity) vs. angriness (rejection, control) (see also <xref ref-type="bibr" rid="ref117">Zhang and Hazan, 2002</xref>).</p>
<p>In this work, we have attempted to understand how different attachment patterns are linked to different types of emotional information processing. Future studies should proceed in advancing this line of research, expanding our findings across other age groups, and integrating different stimuli (e.g., both attachment and non-attachment related) and/or using different experimental protocols or paradigms (the importance of using multiple outcome measures in infant research was recently addressed by <xref ref-type="bibr" rid="ref73">LoBue et al., 2020</xref>). Multimodal assessment of attention in infants using different tasks or paradigms may facilitate the identification of early behavioral and neurocognitive markers of risk factors for adverse developmental outcomes such as socioemotional difficulties.</p>
</sec>
<sec sec-type="data-availability" id="sec17">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, upon request, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec18">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Comiss&#x00E3;o de &#x00C9;tica para a Sa&#x00FA;de do Centro Hospitalar de S&#x00E3;o Jo&#x00E3;o e Comiss&#x00E3;o de &#x00C9;tica da Unidade Local de Sa&#x00FA;de de Matosinhos. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin.</p>
</sec>
<sec sec-type="author-contributions" id="sec19">
<title>Author contributions</title>
<p>JG: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MF: Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing &#x2013; review &#x0026; editing. SS: Data curation, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; review &#x0026; editing. PL-d-S: Conceptualization, Formal analysis, Investigation, Supervision, Writing &#x2013; review &#x0026; editing. FF-S: Conceptualization, Data curation, Formal analysis, Methodology, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec20">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by FCT - Funda&#x00E7;&#x00E3;o para a Ci&#x00EA;ncia e Tecnologia, I.P. by project reference UIDB/04375/2020 and DOI identifier: 10.54499/UIDB/04375/2020 (<ext-link xlink:href="https://doi.org/10.54499/UIDB/04375/2020" ext-link-type="uri">https://doi.org/10.54499/UIDB/04375/2020</ext-link>).</p>
</sec>
<sec sec-type="COI-statement" id="sec21">
<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 id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;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>
<sec sec-type="supplementary-material" id="sec22">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyg.2024.1302657/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpsyg.2024.1302657/full#supplementary-material</ext-link>.</p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="fn0001">
<p><sup>1</sup><ext-link xlink:href="http://www.smivision.com" ext-link-type="uri">http://www.smivision.com</ext-link></p>
</fn>
</fn-group>
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