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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">QPs</journal-id>
<journal-title-group>
<journal-title>Quaderns de Psicologia</journal-title>
<abbrev-journal-title abbrev-type="publisher">qpsicologia</abbrev-journal-title>
</journal-title-group>
<issn pub-type="ppub">0211-3481</issn>
<issn pub-type="epub">2014-4520</issn>
<publisher>
<publisher-name>Universitat Aut&#x00F2;noma de Barcelona</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">2281</article-id>
<article-id pub-id-type="doi">10.5565/rev/qpsicologia.2281</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Spanish Adaptation of the Coach-Athlete Attachment Scale (Sp-CAAS)</article-title>
<trans-title-group>
<trans-title xml:lang="es">Adaptaci&#x00F3;n al castellano de la Escala de Apego Entrenador-Atleta (Sp-CAAS)</trans-title>
</trans-title-group>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0009-1257-5390</contrib-id>
<name>
<surname>Valls-Barber&#x00E1;</surname>
<given-names>Mar&#x00ED;a</given-names>
</name>
<degrees>BSc in Psychology and PhD in Psychology</degrees>
<bio><p>She holds a BSc in Psychology from Universitat Jaume I in Castell&#x00F3;n and a PhD in Psychology from the Universidad Nacional de Educaci&#x00F3;n a Distancia (UNED), specializing in the study of attachment styles and their influence on athletic performance.</p></bio>
<email>mvalls29@alumno.uned.es</email>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/">study&#x2019;s conception and design</role>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/">Data collection</role>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-0633-9809</contrib-id>
<name>
<surname>Magallares</surname>
<given-names>Alejandro</given-names>
</name>
<degrees>BSc in Psychology and PhD in Psychology</degrees>
<bio><p>He holds a BSc in Psychology from the Universidad Aut&#x00F3;noma de Madrid (UAM) and a PhD in Psychology from the Universidad Nacional de Educaci&#x00F3;n a Distancia (UNED). He is currently an Associate Professor in the Department of Social and Organizational Psychology at UNED.</p></bio>
<email>amagallares@psi.uned.es</email>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/">study&#x2019;s conception and design</role>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/">initial draft of the manuscript</role>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0530-4404</contrib-id>
<name>
<surname>Recio</surname>
<given-names>Patricia</given-names>
</name>
<degrees>PhD in Psychology</degrees>
<bio><p>Holds a PhD in Psychology from the Complutense University of Madrid. She has previously worked at San Pablo CEU University and the Complutense University of Madrid. Currently, she is an Associate Professor in the Department of Behavioral Sciences Methodology at UNED.</p></bio>
<xref ref-type="aff" rid="aff1"/>
<email>reciop@psi.uned.es</email>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/">Data analysis</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Davis</surname>
<given-names>Louise</given-names>
</name>
<degrees>BSc (Hons) and PhD in the Social Psychology of Sport</degrees>
<bio><p>Davis is an associate professor in the Department of Psychology and a member of the sport and physical activity research group. She earned her BSc (Hons) in Sport and Exercise Science from Bangor University, Wales, UK, and received her PhD in the Social Psychology of Sport from Loughborough University in 2012.</p></bio>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-draft/">reviewed in detail</role>
<xref ref-type="aff" rid="aff2"/>
<email>louise.davis@umu.se</email>
</contrib>
<aff id="aff1">
<institution content-type="original">Universidad Nacional de Educaci&#x00F3;n a Distancia (UNED)</institution>
<institution content-type="orgname">Universidad Nacional de Educaci&#x00F3;n a Distancia (UNED)</institution>
<country country="ES">Spain</country>
</aff>
<aff id="aff2">
<institution content-type="original">Universidad de Ume&#x00E5;</institution>
<institution content-type="orgname">Universidad de Ume&#x00E5;</institution>
<country country="SE">Sweden</country>
</aff>
</contrib-group>
<pub-date publication-format="electronic" date-type="pub">
<day>17</day>
<month>08</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>28</volume>
<issue>2</issue>
<elocation-id>e2281</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>02</month>
<year>2025</year>
</date>
<date date-type="rev-request">
<day>01</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="rev-request">
<day>12</day>
<month>09</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026 Els autors / The authors</copyright-statement>
<copyright-year>2026</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="en">
<license-p>Aquesta obra est&#x00E0; sota una llic&#x00E8;ncia internacional Creative Commons Reconeixement 4.0. CC BY</license-p>
</license>
</permissions>
<abstract>
<title>A<sc>bstract</sc></title>
<p>The Coach-Athlete Attachment Scale (CAAS) is a sport-specific self-report instrument designed to assess athletes&#x2019; attachment styles toward their coach. This study aimed to validate the Spanish version (Sp-CAAS) using a sample of 301 football players from Fundaci&#x00F3; Albinegra (Castell&#x00F3;n). Confirmatory Factor Analysis supported a trifactorial structure with good model fit. Longitudinal measurement invariance indicated that the factor structure remained stable over time. Intraclass correlation coefficients showed strong test-retest reliability. Additionally, the three subscales&#x2014;avoidant, anxious, and secure&#x2014;demonstrated high internal consistency.</p>
<p>Overall, the findings suggest that the Sp-CAAS has solid psychometric properties and is suitable for use within the Spanish-speaking scientific community. Nevertheless, further research is needed to confirm its content validity and to examine its applicability across diverse Spanish-speaking populations.</p>
</abstract>
<trans-abstract xml:lang="es">
<title>R<sc>esumen</sc></title>
<p>La Escala de Apego Entrenador-Atleta (CAAS) es un instrumento de autoinforme espec&#x00ED;fico del &#x00E1;mbito deportivo dise&#x00F1;ado para evaluar los estilos de apego de los deportistas hacia su entrenador. Este estudio tuvo como objetivo validar la versi&#x00F3;n espa&#x00F1;ola (Sp-CAAS) utilizando una muestra de 301 futbolistas de la Fundaci&#x00F3; Albinegra (Castell&#x00F3;n). El an&#x00E1;lisis factorial confirmatorio respald&#x00F3; una estructura trifactorial con un buen ajuste del modelo. La invarianza de medida longitudinal indic&#x00F3; que la estructura factorial se mantuvo estable a lo largo del tiempo. Los coeficientes de correlaci&#x00F3;n intraclase mostraron una alta fiabilidad test-retest. Adem&#x00E1;s, las tres subescalas &#x2014;evitativo, ansioso y seguro&#x2014; presentaron una alta consistencia interna.</p>
<p>En conjunto, los resultados sugieren que la Sp-CAAS posee s&#x00F3;lidas propiedades psicom&#x00E9;tricas y es adecuada para su uso en la comunidad cient&#x00ED;fica de habla hispana. No obstante, se requieren m&#x00E1;s estudios para confirmar su validez de contenido y examinar su aplicabilidad en diversas poblaciones hispanohablantes.</p>
</trans-abstract>
<kwd-group xml:lang="en">
<title>Keywords:</title>
<kwd><bold>Attachment</bold></kwd>
<kwd><bold>Coach-Athlete</bold></kwd>
<kwd><bold>Football</bold></kwd>
<kwd><bold>Questionnaires</bold></kwd>
<kwd><bold>Psychometrics</bold></kwd>
</kwd-group>
<kwd-group xml:lang="es">
<title>Palabras clave:</title>
<kwd><bold>Apego</bold></kwd>
<kwd><bold>Cuestionarios</bold></kwd>
<kwd><bold>F&#x00FA;tbo</bold></kwd>
<kwd><bold>Entrenador-atleta</bold></kwd>
<kwd><bold>Psicometr&#x00ED;a</bold></kwd>
</kwd-group>
<funding-group>
<award-group/>
<funding-statement>No funding was received.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec id="sec-1-2281" sec-type="intro">
<title>I<sc>ntroduction</sc></title>
<p>The construct of attachment was originally used to characterize the close emotional bond between a child and his or her caregiver (e.g., usually the parents). John <xref ref-type="bibr" rid="ref-3-2281">Bowlby (1977)</xref> defined attachment as &#x201C;the propensity of human beings to make strong affectional bonds to particular others&#x201D; (p. 201). <xref ref-type="bibr" rid="ref-1-2281">Mary Ainsworth et al. (1978)</xref> employed the &#x201C;Strange Situation&#x201D; procedure to investigate individual differences in infant attachment to primary caregivers. This research led to the identification of distinct attachment styles.</p>
<p><xref ref-type="bibr" rid="ref-1-2281">Ainsworth et al. (1978)</xref> established a link between consistent, attentive, responsive, and supportive caregiving and the development of <italic>secure</italic> attachment in infants. Conversely, consistently unresponsive, distant, and aloof caregiving was associated with the development of an <italic>insecure-avoidant</italic> attachment style (<xref ref-type="bibr" rid="ref-1-2281">Ainsworth et al., 1978</xref>). Furthermore, unpredictable and inconsistent caregiving behaviors were found to promote an <italic>insecure-anxious</italic> attachment style (<xref ref-type="bibr" rid="ref-1-2281">Ainsworth et al., 1978</xref>).</p>
<p>The attachment system, initially conceptualized by <xref ref-type="bibr" rid="ref-3-2281">Bowlby (1977)</xref> and <xref ref-type="bibr" rid="ref-1-2281">Ainsworth et al. (1978)</xref>, has been subsequently broadened to encompass relationships beyond infancy, extending into adolescence and adulthood (<xref ref-type="bibr" rid="ref-15-2281">Fraley et al., 2005</xref>). This perspective has spurred substantial research over the past two decades (see <xref ref-type="bibr" rid="ref-29-2281">Mikulincer &#x0026; Shaver, 2013</xref>, for a review). More recently, numerous self-report measures have been developed to assess attachment styles across various relational contexts (see <xref ref-type="bibr" rid="ref-24-2281">Justo-N&#x00FA;&#x00F1;ez et al., 2022</xref>, for a review), including romantic relationships (e.g., Experiences in Close Relationships Scale, <xref ref-type="bibr" rid="ref-4-2281">Brennan et al., 1998</xref>) and adolescent friendships (e.g., Adolescent Friendship Attachment Scale, <xref ref-type="bibr" rid="ref-39-2281">Wilkinson, 2008</xref>).</p>
<p>Within <italic>organized sport</italic>, it has been suggested that athletes&#x2019; relationships with their coaches may become an important aspect of development and growth (<xref ref-type="bibr" rid="ref-22-2281">Jowett &#x0026; Cockerill, 2003</xref>), and that attachment theory can supply a sound theoretical framework for studying individual differences within the interpersonal relational context formulated by the coach and the athlete (<xref ref-type="bibr" rid="ref-10-2281">Davis &#x0026; Jowett, 2010</xref>).</p>
<p>To expedite research on coach-athlete attachment, and to address limitations of existing instruments designed for different contexts (e.g., adolescence) and attachment figures (e.g., romantic partners), Louise <xref ref-type="bibr" rid="ref-11-2281">Davis and Sophia Jowett (2013)</xref> developed the Coach-Athlete Attachment Scale (CAAS). This instrument measures athletes&#x2019; attachment to their coaches across the three mentioned primary attachment styles.</p>
<p>The CAAS (19 items) was designed to measure athletes&#x2019; secure (5 items, e.g., &#x201C;I know I can rely on my coach&#x201D;), anxious (7 items, e.g., &#x201C;I worry that I won&#x2019;t fulfill my coaches&#x2019; expectations&#x201D;), and avoidant (7 items, e.g., &#x201C;I do not turn to my coach for reassurance&#x201D;) attachment styles. Although the original study focused on measuring the three attachment styles (secure, anxious, and avoidant), <xref ref-type="bibr" rid="ref-11-2281">Davis and Jowett (2013)</xref> also derived a measure of attachment security based on athletes reporting low levels of both attachment avoidance and anxiety. This approach to inferring security from low avoidance and anxiety has precedent in adult attachment measures (e.g., the Experiences in Close Relationships Scale; <xref ref-type="bibr" rid="ref-4-2281">Brennan et al., 1998</xref>).</p>
<p>As noted by <xref ref-type="bibr" rid="ref-11-2281">Davis and Jowett (2013)</xref>, the development of the Coach-Athlete Attachment Scale (CAAS) as a new instrument for measuring attachment within the sport context was carried out in three phases. In the first phase, items were generated based on pre-existing self-report attachment instruments, adapted specifically for the sporting context to reflect the attachment styles of both coaches and athletes. In the second phase, a panel of experts evaluated the content validity of the items, which allowed for the construction of a final version of the scale.</p>
<p>Finally, in the third phase, the CAAS was administered to a sample of 703 participants (405 coaches and 298 athletes), and a confirmatory factor analysis (CFA) was conducted to determine the final structure of the scale.</p>
<p>The bifactorial structure comprising 14 items, assessing insecure-anxious and avoidant attachment in both athletes and coaches, showed satisfactory goodness-of-fit indices (athletes; SRMR = 0.06, RMSEA = 0.05, RCFI = 0.96, RNNFI = 0.95), (coaches; SRMR = 0.06, RMSEA = 0.06, RCFI = 0.94, RNNFI = 0.89), as did the three-factor model of 19 items assessing secure, anxious, and avoidant attachment in athletes (SRMR = 0.06; RMSEA = 0.04; RCFI = 0.97; RNNFI = 0.97), and in coaches (SRMR = 0.06; RMSEA = 0.06; RCFI = 0.90; RNNFI = 0.89).</p>
<p>Subsequently, the CAAS has been adapted to other languages and cultures and has been validated in Chinese (<xref ref-type="bibr" rid="ref-34-2281">Peng et al., 2020</xref>), Swedish (<xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>), and Turkish (<xref ref-type="bibr" rid="ref-2-2281">Bast&#x0131;k &#x0026; G&#x00FC;m&#x00FC;&#x015F;da&#x011F;, 2022</xref>). The Chinese version (<xref ref-type="bibr" rid="ref-34-2281">Peng et al., 2020</xref>) consisted of only two subscales (anxiety and avoidance), and its reduced version exhibited good psychometric properties, including reliability and validity. The Swedish (<xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>) and Turkish (<xref ref-type="bibr" rid="ref-2-2281">Bast&#x0131;k &#x0026; G&#x00FC;m&#x00FC;&#x015F;da&#x011F;, 2022</xref>) versions of the CAAS kept all three subscales (with 19 items), and their analysis further confirmed the reliability and validity of the questionnaire. However, to date and to our knowledge, there has been no research that has attempted to validate a Spanish version of the CAAS.</p>
<p>In relation to the structure of the CAAS, the literature has proposed two models of measurement. On the one hand, the bifactorial model, composed of anxious and avoidant attachment, allows security to be inferred from low scores in both dimensions, in line with adult attachment measures such as the ECR (<xref ref-type="bibr" rid="ref-4-2281">Brennan et al., 1998</xref>). On the other hand, the trifactorial model directly evaluates the three attachment styles (secure, anxious, and avoidant), consistent with <xref ref-type="bibr" rid="ref-1-2281">Ainsworth et al. (1978)</xref> classification and with <xref ref-type="bibr" rid="ref-11-2281">Davis and Jowett (2013)</xref> initial validation of the CAAS. Both structures have shown acceptable psychometric properties in international adaptations (<xref ref-type="bibr" rid="ref-34-2281">Peng et al., 2020</xref>; <xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>; <xref ref-type="bibr" rid="ref-2-2281">Bast&#x0131;k &#x0026; G&#x00FC;m&#x00FC;&#x015F;da&#x011F;, 2022</xref>). Therefore, it is relevant to contrast both models in the Spanish adaptation, to determine which provides a more robust measurement in this context.</p>
<p>In addition, a recent systematic review compiling 16 international studies has highlighted that the CAAS is the most widely used instrument for assessing attachment in the sporting context, showing how secure attachment in athletes directly impacts their subjective psychological well-being through variables such as vitality, performance, and self-esteem. It also reports higher satisfaction rates with the athlete-coach relationship and has a positive impact on physical and psychological health, preventing burnout, recovery from injuries, or eating disorders in athletes, while insecure-anxious and avoidant styles represent a challenge in the sports context due to their excessive emotional dependence on the coach or, conversely, their distancing and marked autonomy from the coach and technical staff (See more in <xref ref-type="bibr" rid="ref-38-2281">Valls-Barber&#x00E1; &#x0026; Magallares, 2025</xref>).</p>
<p>Likewise, the same review shows how language represents a barrier to the assessment of attachment style in athletes. For example, in the study by Nayara <xref ref-type="bibr" rid="ref-5-2281">Caruzzo et al. (2021)</xref>, it is indicated that some of the participants in the beach volleyball world championship were unable to participate in the study because they did not understand English, which reinforces the need to validate the CAAS in as many languages as possible so that all athletes can participate in the measurements. Therefore, considering the usefulness of a self-report instrument specifically designed to assess athletes&#x2019; attachment styles, the objective of this research was to adapt the CAAS to Spanish (Sp-CAAS) in a sample of soccer players.</p>
<p>In this sense, validating the CAAS in Spanish not only addresses a linguistic gap but also allows researchers to advance the study of how attachment shapes the coach&#x2013;athlete relationship, a central relational context in sport. Moreover, by incorporating longitudinal measurement invariance and test&#x2013;retest reliability analyses&#x2014;approaches that have not been applied to the CAAS so far&#x2014;this study provides a novel methodological contribution that strengthens the evidence for the instrument&#x2019;s psychometric properties.</p>
</sec>
<sec id="sec-2-2281">
<title>R<sc>esearch overview</sc></title>
<p>Considering the utility of a self-report instrument designed to assess athletes&#x2019; attachment styles, the aim of this research was to adapt the CAAS to Spanish (Sp-CAAS) in a sample of football players. Given the global prevalence of Spanish, with approximately 600 million speakers worldwide (<xref ref-type="bibr" rid="ref-14-2281">Eberhard et al., 2022</xref>), and the significant number of football players in Spanish-speaking countries, such as Spain&#x2019;s 1,248,511 federated players (<xref ref-type="bibr" rid="ref-31-2281">Ministry of Education, 2024</xref>), we believe that measures developed specifically for Spanish-speaking populations, for athletes and, in the context of this study, for soccer players, are very valuable. Therefore, the main objective of this research was to adapt the CAAS into Spanish to develop a Spanish version while maintaining the same factor structure and number of items as the original scale, resulting in the Sp-CAAS using the translation/back-translation methodology and following the guidelines for cross-cultural adaptations (<xref ref-type="bibr" rid="ref-19-2281">Hern&#x00E1;ndez et al., 2020</xref>).</p>
<p>In addition, taking into account the variability in the factor structure of the scale, we set out to evaluate the two original factor structures of the scale proposed by <xref ref-type="bibr" rid="ref-11-2281">Davis and Jowett (2013)</xref>, the two-factor scale of insecure attachment (anxious and avoidant) and the three-factor scale (secure, anxious, and avoidant).</p>
<p>As a novelty, and to advance our understanding of the psychometric properties of the CAAS, we conducted a test-retest reliability analysis. Moreover, to assess the temporal stability of the CAAS, we employed Longitudinal Measurement Invariance (LMI). This innovative approach, previously unexplored with the CAAS, allowed us to examine the extent to which the attachment construct measured by the CAAS remained invariant over time (<xref ref-type="bibr" rid="ref-30-2281">Millsap &#x0026; Cham, 2012</xref>).</p>
<p>Finally, to study the convergent and discriminant validity of the CAAS, the Basic Needs Satisfaction in Sport Scale (<xref ref-type="bibr" rid="ref-23-2281">Jowett &#x0026; Ntoumanis, 2004</xref>) and the Coach-Athlete Relationship Questionnaire (<xref ref-type="bibr" rid="ref-33-2281">Ng et al., 2011</xref>) were measured, as previous research has found that the CAAS was positively related to athletes&#x2019; basic psychological needs satisfaction (<xref ref-type="bibr" rid="ref-8-2281">Davis et al., 2021</xref>) and to athletes&#x2019; meta-perceptions of the quality of the coach-athlete relationship (<xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>).</p>
</sec>
<sec id="sec-3-2281" sec-type="methods">
<title>M<sc>ethod</sc></title>
<sec id="sec-4-2281">
<title>Participants</title>
<p>The sample (<italic>n</italic> = 301) was composed of football players from an academy of a Spanish football club (CD Castell&#x00F3;n) (<italic>M</italic> age = 15.76, <italic>SD = </italic>3.61) being 234 male ([77.7%], <italic>M</italic> age = 15.18, <italic>SD = </italic>2.95) and 67 females ([22.3%], <italic>M</italic> age = 17.81, <italic>SD</italic> = 4.81). Of the total 301 participants (see <xref ref-type="table" rid="tabw-1-2281">Table 1</xref>), 188 players (62.5%) were from the main club (male = 121[64.4%], female = 67[35.6%], <italic>M</italic> age = 16.68, <italic>SD</italic> = 4.07) and 113 (37.5%) were players from the subsidiary club (male = 113[100%], <italic>M</italic> age = 14.24, <italic>SD</italic> = 1.89).</p>
<table-wrap id="tabw-1-2281">
<label>Table 1.</label>
<caption><title>Sample characteristics</title></caption>
<table id="tab-1-2281" frame="hsides" border="1" rules="all">
<col width="20%"/>
<col width="20%"/>
<col width="20%"/>
<col width="20%"/>
<col width="20%"/>
<thead>
<tr>
<th valign="middle" align="center"></th>
<th valign="middle" align="center"><p><bold>Category</bold></p></th>
<th valign="middle" align="center"><p><bold>Age Range</bold></p></th>
<th valign="middle" align="center"><p><bold>Sex</bold></p></th>
<th valign="middle" align="center"><p><bold>Total</bold></p></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center" rowspan="4"><p>Club 1</p></td>
<td valign="middle" align="center"><p>Junior youth (Infantil)</p></td>
<td valign="middle" align="center"><p>12-13</p></td>
<td valign="middle" align="center"><p>Male</p>
<p>Female</p></td>
<td valign="middle" align="center"><p>32</p>
<p>12</p></td>
</tr>
<tr>
<td valign="middle" align="center"><p>Cadets (Cadete)</p></td>
<td valign="middle" align="center"><p>14-15</p></td>
<td valign="middle" align="center"><p>Male</p>
<p>Female</p></td>
<td valign="middle" align="center"><p>35</p>
<p>19</p></td>
</tr>
<tr>
<td valign="middle" align="center"><p>Senior youth (Juvenil)</p></td>
<td valign="middle" align="center"><p>16-18</p></td>
<td valign="middle" align="center"><p>Male</p>
<p>Female</p></td>
<td valign="middle" align="center"><p>38</p>
<p>8</p></td>
</tr>
<tr>
<td valign="middle" align="center"><p>Adult category (Senior)</p></td>
<td valign="middle" align="center"><p>19-28</p></td>
<td valign="middle" align="center"><p>Male</p>
<p>Female</p></td>
<td valign="middle" align="center"><p>16</p>
<p>28</p></td>
</tr>
<tr>
<td valign="top" align="center" rowspan="3"><p>Club 2</p></td>
<td valign="middle" align="center"><p>Junior youth (Infantil)</p></td>
<td valign="middle" align="center"><p>12-13</p></td>
<td valign="middle" align="center"><p>Male</p></td>
<td valign="middle" align="center"><p>48</p></td>
</tr>
<tr>
<td valign="middle" align="center"><p>Cadets (Cadete)</p></td>
<td valign="middle" align="center"><p>14-15</p></td>
<td valign="middle" align="center"><p>Male</p></td>
<td valign="middle" align="center"><p>36</p></td>
</tr>
<tr>
<td valign="middle" align="center"><p>Senior Youth (Juvenil)</p></td>
<td valign="middle" align="center"><p>16-18</p></td>
<td valign="middle" align="center"><p>Male</p></td>
<td valign="middle" align="center"><p>29</p></td>
</tr>
<tr>
<td valign="middle" align="center"><p>Total</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"><p>n = 301</p></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec-5-2281">
<title>Instruments</title>
<p>Coach-Athlete Attachment Scale (CAAS; <xref ref-type="bibr" rid="ref-11-2281">Davis &#x0026; Jowett, 2013</xref>). The CAAS contains 19-items designed to measure the three attachment styles proposed by <xref ref-type="bibr" rid="ref-3-2281">Bowlby (1977)</xref>. Specifically, the CAAS measures athletes&#x2019; secure attachment (5 items, e.g., &#x201C;I know I can rely on my coach&#x201D;), avoidant attachment (7 items, e.g., &#x201C;I do not turn to my coach for reassurance&#x201D;), and anxious attachment (7 items, e.g., &#x201C;I worry that I won&#x2019;t fulfill my coaches&#x2019; expectations&#x201D;). The scale has two versions, one for coaches and one for athletes, but in this study only the version for athletes was analyzed. The scale measures the attachment style that the athlete feels towards his or her coach through responses using a Likert-type scale from 1 to 7, where 1 is &#x201C;strongly disagree&#x201D; and 7 is &#x201C;strongly agree&#x201D;. Cronbach&#x2019;s alphas of the original study (<xref ref-type="bibr" rid="ref-11-2281">Davis &#x0026; Jowett, 2013</xref>) for each of the attachment dimensions of the athlete scales were as follows: avoidant attachment &#x03B1; = .86, anxious attachment &#x03B1; = .82, and secure attachment &#x03B1; = .86.</p>
<p>Basic Needs Satisfaction in Sport Scale (BNSS; <xref ref-type="bibr" rid="ref-33-2281">Ng et al., 2011</xref>; Spanish version: <xref ref-type="bibr" rid="ref-13-2281">De Francisco et al., 2020</xref>). The BNSS is a 20-item scale that assesses athletes&#x2019; basic psychological needs satisfaction in sport. Specifically, the psychological needs of autonomy (10 items, e.g., &#x201C;In football, I have the opportunity to make decisions&#x201D;), competence (5 items, e.g., &#x201C;I think I am good at football&#x201D;), and relatedness (5 items, e.g., &#x201C;In football, I have good relationships with my teammates&#x201D;). It presents a Likert-type response format from (1) &#x201C;Not at all true&#x201D; to (7) &#x201C;Totally true&#x201D;. In our study, it was found an adequate Cronbach&#x2019;s alpha for the autonomy factor (&#x03B1;=.73), the competence subscale (&#x03B1;=.86), and the relatedness factor (&#x03B1;=.78).</p>
<p>The Coach-Athlete Relationship Questionnaire (CART-Q; <xref ref-type="bibr" rid="ref-23-2281">Jowett &#x0026; Ntoumanis, 2004</xref>; Spanish version: <xref ref-type="bibr" rid="ref-36-2281">Sanz-Fern&#x00E1;ndez et al., 2023</xref>). The CART-Q is an 11-item scale that evaluates the quality of the coach-athlete relationship through three factors: closeness (4 items, e.g., &#x201C;I appreciate my coach&#x201D;), commitment (3 items, e.g., &#x201C;I am close to my coach&#x201D;), and complementarity (2 items, e.g., &#x201C;I adopt a friendly attitude when training with my coach&#x201D;). The questionnaire, with a Likert scale response format, presents seven options ranging from 1 (&#x201C;totally disagree&#x201D;) to 7 (&#x201C;totally agree&#x201D;). In this study we found appropriate Cronbach&#x2019;s alphas for the factor commitment (&#x03B1;=.70), for closeness (&#x03B1;=.86), and complementarity (&#x03B1;=.73).</p>
</sec>
<sec id="sec-6-2281">
<title>Procedure</title>
<p>The research project was presented to the club (CD Castell&#x00F3;n) and the university (UNED), and after being reviewed and approved by the institutions, a document was signed certifying the authorization to collect a sample of players until the end of the research project, with a reference assigned (MVB2023). Subsequently, upon consent, the research personnel contacted coaches at the club and informed them of the purpose of the study. Coaches were asked to provide each player and their families with an information sheet explaining the purpose of the study as well as consent forms for those who voluntarily wished to participate. Additionally, parental consent was sought via an additional informed consent form for those athletes who were under the age of 18.</p>
<p>A convenient time and date were arranged to visit the athletes at one of their training camps, where the research personnel, upon receiving the informed consent forms, asked the players to complete the questionnaire. All questionnaires were filled out independently in paper and pencil format, in the presence of the researcher. This ensured that all athletes were able to receive clarity on any questions they did not understand and ensured the confidentiality and anonymity of the participants&#x2019; answers. The data were collected anonymously, and results were reported in aggregate form only so that participants could not be identified individually. Upon completion of the survey, participants were thanked for their contribution and debriefed about the purposes of the study. Finally, to ensure the stability of the Sp-CAAS, the scale was randomly administered to 71.5% of the total sample again after 12 weeks. On both occasions the same procedure was followed in attempts to ensure consistent conditions across timepoints.</p>
</sec>
<sec id="sec-7-2281">
<title>Adaptation procedure</title>
<p>Following the translation-back-translation process proposed by <xref ref-type="bibr" rid="ref-19-2281">Hern&#x00E1;ndez et al. (2020)</xref>, the initial English-to-Spanish translation of the questionnaire was conducted by one of the study authors. This translation was independently reviewed by another author to ensure accuracy and clarity, particularly for semantically and grammatically complex items. Subsequently, a bilingual English translator, unaware of the original English scale, back-translated the agreed-upon Spanish version to English. This back-translation was then reviewed by experts in the field of attachment. To ensure content validity, the Spanish version was reviewed by a panel of experts composed of four psychologists with extensive experience in the study of attachment, all of whom had published scientific work in this field. The group included a methodologist with expertise in the validation and adaptation of psychometric instruments, a specialist in social psychology, an expert in sport psychology, and the author of the original version of the CAAS. This multidisciplinary panel ensured a thorough theoretical, methodological, and contextual review of the items. Finally, the Sp-CAAS was pilot-tested with a small sample of acquaintances to assess clarity and comprehensibility. Participants were asked to identify any ambiguous or unintelligible items. The items of the Sp-CAAS are presented in <xref ref-type="table" rid="tabw-2-2281">Table 2</xref>.</p>
<table-wrap id="tabw-2-2281">
<label>Table 2.</label>
<caption><title>Items of the CAAS: English and Spanish version</title></caption>
<table id="tab-2-2281" frame="hsides" border="1" rules="all">
<col width="10%"/>
<col width="45%"/>
<col width="45%"/>
<thead>
<tr>
<th valign="middle" align="center"></th>
<th valign="middle" align="center"><p><bold>English (CAAS)</bold></p></th>
<th valign="middle" align="center"><p><bold>Spanish (Sp-CAAS)</bold></p></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><p>1</p></td>
<td valign="top" align="left"><p>I do not usually discuss my problems or concerns with my coach</p></td>
<td valign="top" align="left"><p>No suelo hablar de mis problemas o preocupaciones con mi entrenador/a</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>2</p></td>
<td valign="top" align="left"><p>I do not turn to my coach for reassurance</p></td>
<td valign="top" align="left"><p>No acudo a mi entrenador/a para que me tranquilice</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>3</p></td>
<td valign="top" align="left"><p>I avoid discussing personal issues with my coach</p></td>
<td valign="top" align="left"><p>Evito hablar de temas personales con mi entrenador/a</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>4</p></td>
<td valign="top" align="left"><p>I do not rely on my coach when I have a problem to solve</p></td>
<td valign="top" align="left"><p>No conf&#x00ED;o en mi entrenador/a cuando tengo un problema que resolver.</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>5</p></td>
<td valign="top" align="left"><p>I do not turn to my coach when I need to get something off my chest.</p></td>
<td valign="top" align="left"><p>No acudo a mi entrenador/a cuando necesito desahogarme</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>6</p></td>
<td valign="top" align="left"><p>I do not ask my coach for advice and help</p></td>
<td valign="top" align="left"><p>No pido consejo ni ayuda a mi entrenador/a</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>7</p></td>
<td valign="top" align="left"><p>I do not seek out my coach when things go wrong</p></td>
<td valign="top" align="left"><p>No busco a mi entrenador/a cuando las cosas van mal</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>8</p></td>
<td valign="top" align="left"><p>I often wonder if my coach cares about me as an athlete</p></td>
<td valign="top" align="left"><p>A menudo me pregunto si mi entrenador/a se preocupa por m&#x00ED; como deportista</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>9</p></td>
<td valign="top" align="left"><p>I often worry that my coach does not value me as much as I value him/her</p></td>
<td valign="top" align="left"><p>A menudo me preocupa que mi entrenador/a no me valore tanto como yo le valoro a &#x00E9;l/ella</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>10</p></td>
<td valign="top" align="left"><p>I worry a fair amount about my coach leaving me to coach elsewhere</p></td>
<td valign="top" align="left"><p>Me preocupa bastante que mi entrenador/a me deje para entrenar en otro sitio</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>11</p></td>
<td valign="top" align="left"><p>I am concerned that my coach will find another athlete that he/she prefers</p></td>
<td valign="top" align="left"><p>Me preocupa que mi entrenador/a encuentre otro deportista que prefiera</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>12</p></td>
<td valign="top" align="left"><p>I often worry that my coach does not want to coach me anymore</p></td>
<td valign="top" align="left"><p>A menudo me preocupa que mi entrenador/a ya no quiera entrenarme</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>13</p></td>
<td valign="top" align="left"><p>Sometimes I worry that my coach is not as committed to me as I am to them.</p></td>
<td valign="top" align="left"><p>A veces me preocupa que mi entrenador/a no est&#x00E9; tan comprometido conmigo como yo lo estoy con ellos</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>14</p></td>
<td valign="top" align="left"><p>I worry that my coach does not respect me as much as I respect him/her</p></td>
<td valign="top" align="left"><p>Me preocupa que mi entrenador/a no me respete tanto como yo a &#x00E9;l/ella</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>15</p></td>
<td valign="top" align="left"><p>I know that my coach is loyal to me</p></td>
<td valign="top" align="left"><p>S&#x00E9; que mi entrenador/a me es leal</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>16</p></td>
<td valign="top" align="left"><p>I feel confident that our coach-athlete relationship will last.</p></td>
<td valign="top" align="left"><p>Conf&#x00ED;o en que nuestra relaci&#x00F3;n entrenador/a-deportista ser&#x00E1; duradera</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>17</p></td>
<td valign="top" align="left"><p>I find it easy to interact with my coach</p></td>
<td valign="top" align="left"><p>Me resulta f&#x00E1;cil relacionarme con mi entrenador/a</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>18</p></td>
<td valign="top" align="left"><p>I know my coach likes me.</p></td>
<td valign="top" align="left"><p>S&#x00E9; que le caigo bien a mi entrenador/a</p></td>
</tr>
<tr>
<td valign="top" align="left"><p>19</p></td>
<td valign="top" align="left"><p>I know I can rely on my coach</p></td>
<td valign="top" align="left"><p>S&#x00E9; que puedo confiar en mi entrenador/a</p></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Note: 1&#x2013;7 = anxious attachment; 8&#x2013;14 = avoidant attachment; 15&#x2013;19 = secure attachment. 7-point Likert scale ranging from 1 (strongly disagree) to 7 (strongly agree).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec-8-2281">
<title>Data analysis</title>
<p>The R program (version 4.3.0) was used for Confirmatory Factor Analysis (CFA) and internal consistency analyses (<xref ref-type="bibr" rid="ref-35-2281">R Core Team, 2020</xref>). All remaining analyses were performed with SPSS (<xref ref-type="bibr" rid="ref-21-2281">IBM Corp, 2020</xref>). Multivariate normality was evaluated using <xref ref-type="bibr" rid="ref-27-2281">Mardia&#x2019;s (1970)</xref> multivariate kurtosis coefficient, which had a value of 21.15. This result indicated that there was no multivariate normality, as a critical ratio of kurtosis &#x003C; 5.0 indicates multivariate normality. Therefore, estimates were obtained using WLSMV estimator (a robust variant of Diagonally Weighted Least Squares) and the polychoric correlation matrix, implemented from the Lavaan package in R.</p>
<p>The model fit was assessed by using the Comparative Fit Index (CFI), Tucker&#x2013;Lewis Index (TLI), Root Mean Square Error of Approximation (RMSEA), and Standardized Root Mean Square Residual (SRMR). CFI and TLI values between .90 and .95 indicate an acceptable model fit, with values greater than .95 indicating a close model fit (<xref ref-type="bibr" rid="ref-20-2281">Hu &#x0026; Bentler, 1999</xref>). Values of SRMR and RMSEA below .08 indicate a fair fit. We decided to test a two- and a three-factor model. Both structures were plausible, as the reviewed literature presented in the introduction suggested.</p>
<p>Longitudinal CFA was used to assess measurement invariance over time. Firstly, a baseline model (either a two- or three-factor model, depending on the results from the model comparison in the CFA) was established, testing the factorial structure separately at time point 1 and time point 2. We then evaluated LMI across time using a series of nested models. <italic>Configural invariance</italic> tested whether the same general pattern of factor loadings held across time; <italic>metric invariance</italic> constrained the corresponding factor loadings to be equal across occasions, while <italic>scalar invariance</italic> required both factor loadings and intercepts to be identical across time points. Item residual variances (unicities) were freely estimated across time in all models, and residual covariances between corresponding items across time were explicitly modeled (e.g., CAAS1_T1~~ CAAS1_T2, CAAS2_T1 ~~CAAS2_T2, &#x2026;). These item-level residual covariances account for item-specific stability and potential method/item wording effects and were included in the configural model and retained in the subsequent metric and scalar models. Including correlated residuals for the same indicator across waves is recommended in longitudinal CFA when item-level temporal dependencies are expected (<xref ref-type="bibr" rid="ref-26-2281">Little, 2013</xref>; <xref ref-type="bibr" rid="ref-32-2281">Newsom, 2015</xref>).</p>
<p>To assess invariance at each level, we calculated a chi-square difference test. However, due to the sensitivity of this test to small parameter changes in large samples (<xref ref-type="bibr" rid="ref-6-2281">Chen, 2007</xref>), it was not used as the main criterion. Instead, we relied on changes in CFI (&#x0394;CFI), with differences smaller than .01 indicating that the more restrictive and less restrictive models were equivalent (<xref ref-type="bibr" rid="ref-6-2281">Chen, 2007</xref>; <xref ref-type="bibr" rid="ref-7-2281">Cheung &#x0026; Rensvold, 2002</xref>), and changes in RMSEA, with differences (&#x0394;RMSEA) of .015 or higher, were considered indicative of a lack of measurement invariance. Finally, test-retest reliability was estimated using the <italic>Intra-class Correlation Coefficient</italic> (ICC) of the agreement type to assess the degree of absolute consistency in subscale scores across the two time points.</p>
<p>The internal consistency of the scale was evaluated using Cronbach&#x2019;s alpha coefficient. Additionally, internal consistency was estimated using categorical omega coefficients (<xref ref-type="bibr" rid="ref-17-2281">Green &#x0026; Yang, 2015</xref>), based on factor loadings from confirmatory factor analysis models estimated with the WLSMV estimator, which is appropriate for ordinal data. Finally, to evaluate convergent and discriminant validity, we computed Pearson&#x2019;s correlation coefficients between the subscales of the CAAS and the factors of the BNSS and the CART-Q.</p>
</sec>
</sec>
<sec id="sec-9-2281" sec-type="results">
<title>R<sc>esults</sc></title>
<sec id="sec-10-2281">
<title>Internal structure validity</title>
<p>The bifactorial and trifactorial structures of the scale were tested, with both cases showing a poor fit due to RMSEA values exceeding .08. The global fit indices for the bifactorial structure (14 items), excluding the secure attachment dimension, were as follows: CFI = .973, TLI = .967, RMSEA = .088, and SRMR = .072. In the case of the 19-item trifactorial structure, the indices were also not adequate (CFI = .972, TLI = .969, RMSEA = .087, and SRMR = .079).</p>
<p>Following <xref ref-type="bibr" rid="ref-25-2281">Rex Kline&#x2019;s recommendations (2015)</xref>, the model was re-specified, incorporating changes sequentially. Lagrange multipliers indicated the need to correlate errors between items 1 (&#x201C;I do not usually discuss my problems or concerns with my coach&#x201D;) and 2 (&#x201C;I do not turn to my coach for reassurance&#x201D;), justified by their similar content (<xref ref-type="bibr" rid="ref-16-2281">Gerbing &#x0026; Anderson, 1984</xref>). After incorporating this change (very similar to the Swedish version, <xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>), the fit for both models became acceptable. Indices were satisfactory for both the trifactorial structure (CFI = .977, TLI = .974, RMSEA = .078, and SRMR = .073) and the bifactorial structure (CFI = .979, TLI = .974, RMSEA = .079, and SRMR = .067).</p>
<p>It is worth noting that the need to correlate residuals between items 1 and 2 has not been consistently observed in other international adaptations of the CAAS. For instance, the Swedish (<xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>) and Turkish (<xref ref-type="bibr" rid="ref-2-2281">Bast&#x0131;k &#x0026; G&#x00FC;m&#x00FC;&#x015F;da&#x011F;, 2022</xref>) versions reported satisfactory model fits without correlating residuals within the avoidant factor, whereas the Chinese version (<xref ref-type="bibr" rid="ref-34-2281">Peng et al., 2020</xref>) adopted a reduced two-factor model. These differences may reflect linguistic and cultural nuances influencing how avoidance-related expressions are interpreted. Importantly, during the pilot testing phase, none of the Spanish football players reported difficulties understanding or distinguishing the meaning of items 1 and 2, suggesting that the correlation observed between them is not due to a lack of comprehension but rather to their conceptual proximity within the avoidant attachment dimension. Consequently, future studies should examine whether this residual covariance between items 1 and 2 replicates across samples and in other Spanish-speaking populations, as variations between European and Latin American Spanish may lead to subtle differences in meaning or connotation.</p>
<p>Comparing the fit of both models revealed similar results, with a &#x0394;CFI of .002 and a &#x0394;RMSEA of -.005, both falling below the established criteria of .010 and .015 for these changes, respectively. Therefore, eliminating the secure attachment dimension was not necessary, as there was no significant improvement in the fit. The final trifactorial structure is depicted in <xref ref-type="fig" rid="fig-1-2281">Figure 1</xref>.</p>
<fig id="fig-1-2281">
<label>Figure 1.</label>
<caption><title>CFA model of the Sp-CAAS Principio del formulario</title></caption>
<alt-text>CFA model of the Sp-CAAS Principio del formulario</alt-text>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fig-1-2281.jpg"/>
</fig>
<p>All factor loadings were statistically significant at <italic>p</italic> &#x003C; .001, ranging from .57 to .91. As expected, secure attachment showed a negative correlation with avoidant attachment (<italic>r</italic> = -.36, <italic>p</italic> = .000) and anxious attachment (<italic>r</italic> = -.18, <italic>p</italic> = .002), whereas the correlation between avoidant and anxious attachment was positive (<italic>r</italic> = .25, <italic>p</italic> = .000).</p>
</sec>
<sec id="sec-11-2281">
<title>Longitudinal measurement invariance</title>
<p>LMI across time was assessed in several steps (see <xref ref-type="table" rid="tabw-3-2281">Table 3</xref>). First, we evaluated the fit of the model at each time point independently. The model fit values were adequate for both time points, with CFI values above .90 and RMSEA values below .08, indicating a good fit for the Sp-CAAS on each occasion.</p>
<table-wrap id="tabw-3-2281">
<label>Table 3.</label>
<caption><title>LMI model fit statistics</title></caption>
<table id="tab-3-2281" frame="hsides" border="1" rules="all">
<col width="10%"/>
<col width="10%"/>
<col width="10%"/>
<col width="10%"/>
<col width="20%"/>
<col width="10%"/>
<col width="10%"/>
<col width="10%"/>
<col width="10%"/>
<thead>
<tr>
<th valign="middle" align="center"><p><bold>Model</bold></p></th>
<th valign="middle" align="center"><p><bold>&#x03C7;<sup>2</sup></bold></p></th>
<th valign="middle" align="center"><p><bold>df</bold></p></th>
<th valign="middle" align="center"><p><bold>CFI</bold></p></th>
<th valign="middle" align="center"><p><bold>RMSEA (90% CI)</bold></p></th>
<th valign="middle" align="center"><p><bold>&#x2206; &#x03C7;<sup>2</sup></bold></p></th>
<th valign="middle" align="center"><p><bold>&#x2206; df</bold></p></th>
<th valign="middle" align="center"><p><bold>&#x2206;CFI</bold></p></th>
<th valign="middle" align="center"><p><bold>&#x2206;RMSEA</bold></p></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left"><p>Configural</p></td>
<td valign="middle" align="center"><p>1324.08</p></td>
<td valign="middle" align="center"><p>629</p></td>
<td valign="middle" align="center"><p>.931</p></td>
<td valign="middle" align="center"><p>.072 (.067, .078)</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
</tr>
<tr>
<td valign="middle" align="left"><p>Metric</p></td>
<td valign="middle" align="center"><p>797.60</p></td>
<td valign="middle" align="center"><p>342</p></td>
<td valign="middle" align="center"><p>.944</p></td>
<td valign="middle" align="center"><p>.079 (.072. .086)</p></td>
<td valign="middle" align="center"><p>526.48</p></td>
<td valign="middle" align="center"><p>287</p></td>
<td valign="middle" align="center"><p>.013</p></td>
<td valign="middle" align="center"><p>.007</p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>Scalar</p></td>
<td valign="middle" align="center"><p>774.17</p></td>
<td valign="middle" align="center"><p>328</p></td>
<td valign="middle" align="center"><p>.945</p></td>
<td valign="middle" align="center"><p>.080 (.073, .087)</p></td>
<td valign="middle" align="center"><p>23.43</p></td>
<td valign="middle" align="center"><p>14</p></td>
<td valign="middle" align="center"><p>.001</p></td>
<td valign="middle" align="center"><p>.001</p>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Note: df = degrees of freedom; &#x2206; &#x03C7;<sup>2</sup>, change in &#x03C7;<sup>2</sup> relative to the preceding model; &#x2206;CFI, change in comparative fit index relative to the preceding model; &#x2206;RMSEA, change in root mean square error of approximation relative to the preceding model.</p>
</table-wrap-foot>
</table-wrap>
<p>Then, we tested configural invariance by allowing all parameters to vary freely across time. The configural model showed a good fit (CFI = .931, RMSEA = .072), suggesting that the general factor structure of the Sp-CAAS was stable over time. We then proceeded to examine metric invariance by constraining the factor loadings to be equal across time. The metric model demonstrated satisfactory fit (CFI = .944, RMSEA = .079), with an improvement in CFI compared to the configural model (&#x2206;CFI = .013) and a minor increase in RMSEA (&#x2206;RMSEA = .007), well below the critical threshold of .015. These results supported the metric invariance of the Sp-CAAS across time points.</p>
<p>Finally, we tested for scalar invariance by adding constraints to make the item intercepts equal across time. The scalar model also fit the data well (CFI = .945, RMSEA = .080), with negligible changes in fit indices compared to the metric model (&#x2206;CFI = .001 and &#x2206;RMSEA = .001). These results indicated that the Sp-CAAS exhibited scalar invariance, meaning that both the factor loadings and item intercepts were stable over time.</p>
</sec>
<sec id="sec-12-2281">
<title>Reliability</title>
<p>The internal consistency of the three subscales exhibited high reliability at both time points, with values ranging from .78 to .88 (see <xref ref-type="table" rid="tabw-4-2281">Table 4</xref>). When evaluated using Omega instead of the alpha coefficient, the reliability estimates for the anxious and secure attachment subscales were slightly higher, whereas the avoidant attachment subscale showed a lower estimate. Considering the widely accepted threshold of .70 for reliability indices, the values obtained for the three subscales clearly indicate a satisfactory level of reliability (<xref ref-type="bibr" rid="ref-37-2281">Taber, 2018</xref>). In addition, the ICCs between the CAAS subscales across the two test occasions were .87 for avoidant attachment, .89 for anxious attachment, and .79 for secure attachment. These values indicated greater temporal stability or test-retest reliability.</p>
<table-wrap id="tabw-4-2281">
<label>Table 4.</label>
<caption><title>Descriptive statistics and reliability of the Sp-CAAS</title></caption>
<table id="tab-4-2281" frame="hsides" border="1" rules="all">
<col width="20%"/>
<col width="7%"/>
<col width="7%"/>
<col width="7%"/>
<col width="7%"/>
<col width="7%"/>
<col width="7%"/>
<col width="7%"/>
<col width="7%"/>
<col width="7%"/>
<col width="7%"/>
<col width="10%"/>
<thead>
<tr>
<th valign="middle" align="center" rowspan="2"><p><bold>Subscale</bold></p></th>
<th valign="middle" align="center" colspan="2"><p><bold>Mean</bold></p></th>
<th valign="middle" align="center" colspan="2"><p><bold>SD</bold></p></th>
<th valign="middle" align="center" colspan="2"><p><bold>Alpha</bold></p></th>
<th valign="middle" align="center" colspan="2"><p><bold>Omega</bold></p></th>
<th valign="middle" align="center" colspan="2"><p><bold>AVE</bold></p></th>
<th valign="middle" align="center"><p><bold>ICC</bold></p></th>
</tr>
<tr>
<th valign="middle" align="center"><p><bold>T1</bold></p></th>
<th valign="middle" align="center"><p><bold>T2</bold></p></th>
<th valign="middle" align="center"><p><bold>T1</bold></p></th>
<th valign="middle" align="center"><p><bold>T2</bold></p></th>
<th valign="middle" align="center"><p><bold>T1</bold></p></th>
<th valign="middle" align="center"><p><bold>T2</bold></p></th>
<th valign="middle" align="center"><p><bold>T1</bold></p></th>
<th valign="middle" align="center"><p><bold>T2</bold></p></th>
<th valign="middle" align="center"><p><bold>T1</bold></p></th>
<th valign="middle" align="center"><p><bold>T2</bold></p></th>
<th valign="middle" align="center"></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left"><p>Avoidant attachment</p></td>
<td valign="middle" align="center"><p>3.53</p></td>
<td valign="middle" align="center"><p>3.38</p></td>
<td valign="middle" align="center"><p>1.29</p></td>
<td valign="middle" align="center"><p>1.16</p></td>
<td valign="middle" align="center"><p>.83</p></td>
<td valign="middle" align="center"><p>.85</p></td>
<td valign="middle" align="center"><p>.79</p></td>
<td valign="middle" align="center"><p>.78</p></td>
<td valign="middle" align="center"><p>.42</p></td>
<td valign="middle" align="center"><p>.42</p></td>
<td valign="middle" align="center"><p>.87</p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>Anxious attachment</p></td>
<td valign="middle" align="center"><p>3.20</p></td>
<td valign="middle" align="center"><p>2.93</p></td>
<td valign="middle" align="center"><p>1.32</p></td>
<td valign="middle" align="center"><p>1.09</p></td>
<td valign="middle" align="center"><p>.83</p></td>
<td valign="middle" align="center"><p>.85</p></td>
<td valign="middle" align="center"><p>.84</p></td>
<td valign="middle" align="center"><p>.86</p></td>
<td valign="middle" align="center"><p>.48</p></td>
<td valign="middle" align="center"><p>.51</p></td>
<td valign="middle" align="center"><p>.89</p></td>
</tr>
<tr>
<td valign="middle" align="center"><p>Secure attachment</p></td>
<td valign="middle" align="center"><p>5.36</p></td>
<td valign="middle" align="center"><p>5.25</p></td>
<td valign="middle" align="center"><p>1.24</p></td>
<td valign="middle" align="center"><p>1.22</p></td>
<td valign="middle" align="center"><p>.87</p></td>
<td valign="middle" align="center"><p>.88</p></td>
<td valign="middle" align="center"><p>.88</p></td>
<td valign="middle" align="center"><p>.88</p></td>
<td valign="middle" align="center"><p>.65</p></td>
<td valign="middle" align="center"><p>.64</p></td>
<td valign="middle" align="center"><p>.79</p></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Note: T1=Time 1, T2=Time 2, AVE = Average Variance Extracted, ICC=Intraclass Correlation Coefficient.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec-13-2281">
<title>Discriminant and convergent validity</title>
<p>As illustrated in <xref ref-type="table" rid="tabw-5-2281">Table 5</xref>, secure attachment exhibited significant positive correlations with all the remaining subscales. Anxious attachment, on the other hand, showed no significant correlations with the subscales except for closeness, where a negative correlation was observed (<italic>p</italic> &#x003C; .05). Avoidant attachment displayed significant negative correlations with all the subscales of the other tests utilized, except in the case of the autonomy subscale.</p>
<table-wrap id="tabw-5-2281">
<label>Table 5.</label>
<caption><title>Pearson correlations among variables</title></caption>
<table id="tab-5-2281" frame="hsides" border="1" rules="all">
<col width="19%"/>
<col width="9%"/>
<col width="9%"/>
<col width="9%"/>
<col width="9%"/>
<col width="9%"/>
<col width="9%"/>
<col width="9%"/>
<col width="9%"/>
<col width="9%"/>
<thead>
<tr>
<th valign="middle" align="center"><p><bold>Subscales</bold></p></th>
<th valign="middle" align="center"><p><bold>1</bold></p></th>
<th valign="middle" align="center"><p><bold>2</bold></p></th>
<th valign="middle" align="center"><p><bold>3</bold></p></th>
<th valign="middle" align="center"><p><bold>4</bold></p></th>
<th valign="middle" align="center"><p><bold>5</bold></p></th>
<th valign="middle" align="center"><p><bold>6</bold></p></th>
<th valign="middle" align="center"><p><bold>7</bold></p></th>
<th valign="middle" align="center"><p><bold>8</bold></p></th>
<th valign="middle" align="center"><p><bold>9</bold></p></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left"><p>1. Secure attachment (CAAS)</p></td>
<td valign="middle" align="center"><p>---</p></td>
<td valign="middle" align="center"><p>-.12<xref ref-type="table-fn" rid="TFN1">*</xref></p></td>
<td valign="middle" align="center"><p>-.25<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.43<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.38<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.42<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.55<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.55<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.53<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>2. Anxious attachment (CAAS)</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"><p>---</p></td>
<td valign="middle" align="center"><p>.23<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.01</p></td>
<td valign="middle" align="center"><p>-.01</p></td>
<td valign="middle" align="center"><p>-.05</p></td>
<td valign="middle" align="center"><p>-.05</p></td>
<td valign="middle" align="center"><p>-.14<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>-.10</p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>3. Avoidant attachment (CAAS)</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"><p>---</p></td>
<td valign="middle" align="center"><p>-.11</p></td>
<td valign="middle" align="center"><p>-.12<xref ref-type="table-fn" rid="TFN1">*</xref></p></td>
<td valign="middle" align="center"><p>-.14<xref ref-type="table-fn" rid="TFN1">*</xref></p></td>
<td valign="middle" align="center"><p>-.29<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>-.18<xref ref-type="table-fn" rid="TFN1">*</xref></p></td>
<td valign="middle" align="center"><p>-.14<xref ref-type="table-fn" rid="TFN1">*</xref></p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>4. Autonomy (BNSS)</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"><p>---</p></td>
<td valign="middle" align="center"><p>.71<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.64<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.48<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.42<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.41<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>5. Competence (BNSS)</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"><p>---</p></td>
<td valign="middle" align="center"><p>.48<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.39<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.31<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.32<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>6. Relatedness (BNSS)</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"><p>---</p></td>
<td valign="middle" align="center"><p>.40<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.42<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.43<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>7. Commitment (CART-Q)</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"><p>---</p></td>
<td valign="middle" align="center"><p>.66<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
<td valign="middle" align="center"><p>.63<xref ref-type="table-fn" rid="TFN2">**</xref></p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>8. Closeness (CART-Q)</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"><p>---</p></td>
<td valign="middle" align="center"><p>.85</p></td>
</tr>
<tr>
<td valign="middle" align="left"><p>9. Complementarity (CART-Q)</p></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"></td>
<td valign="middle" align="center"><p>---</p></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Note: CAAS = Coach-Athlete Attachment Scale, BNSS = Basic Needs Satisfaction in Sport Scale, CART-Q = The Coach-Athlete Relationship Questionnaire.</p>
<fn id="TFN1"><label>*</label> <p><italic>p &#x003C; </italic>.05</p></fn>
<fn id="TFN2"><label>**</label> <p><italic>p &#x003C; </italic>.01.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec-14-2281" sec-type="discussion">
<title>D<sc>iscussion</sc></title>
<p>The aim of this study was to investigate the psychometric properties of the CAAS with a sample of Spanish athletes for its adaptation into Spanish, allowing Spanish-speaking athletes to participate in the measurement of attachment styles, thus overcoming the language barrier that has conditioned studies with international athletes such as that of <xref ref-type="bibr" rid="ref-5-2281">Caruzzo et al. (2021)</xref>. In addition to contributing its Spanish version, the availability of the Sp-CAAS in Spain provides literature and support to Spanish-speaking countries, being at the forefront with the results obtained in the systematic review by Mar&#x00ED;a <xref ref-type="bibr" rid="ref-38-2281">Valls-Barber&#x00E1; and Alejandro Magallares (2025)</xref>, which showed that this instrument is the most widely used internationally for the assessment of attachment styles as a relational personality variable, joining the English, Chinese, Swedish, and Turkish versions.</p>
<p>Likewise, in fulfilling our objective of adapting the coach-athlete attachment scale, this study contributes to current and future lines of research aimed at promoting the use of specific attachment measurement instruments in the field of sports (<xref ref-type="bibr" rid="ref-9-2281">Davis &#x0026; Carr, 2024</xref>).</p>
<p>Based on the theoretical evidence related to <xref ref-type="bibr" rid="ref-3-2281">Bowlby&#x2019;s attachment theory (1977)</xref> and <xref ref-type="bibr" rid="ref-1-2281">Ainsworth et al.&#x2019;s (1978)</xref> classification of attachment into two broad clusters, which include two styles of insecure attachment (anxious and avoidant) and secure attachment, two measurement models were tested to assess the three styles. First, the findings from the CFA of the two-factor model, which includes the dimensions of anxiety and avoidance, showed an acceptable fit, meeting the criteria of several goodness of fit indexes and aligning with measures that assess adult attachment in close and romantic/marital relationship contexts such as the Experiences in Close Relationships Scale (<xref ref-type="bibr" rid="ref-4-2281">Brennan et al., 1998</xref>). Specifically, the two-dimensional Sp-CAAS focuses on directly assessing insecure attachment styles (avoidant and anxious), whilst the secure attachment style is inferred by athletes rating low scores on both the anxious and avoidant attachment dimensions.</p>
<p>Furthermore, the CFA from the three-factor model, which includes the dimensions of avoidance, anxiety, and security, also revealed an acceptable fit to the data. Although the two-factor model allows for inferring attachment security, the three-dimensional measure (avoidant, anxious, and secure styles) allows for the direct measurement of all three attachment styles that underline individual differences in terms of relating, communicating, and interacting within the dyadic coach-athlete context. This follows the work of <xref ref-type="bibr" rid="ref-1-2281">Ainsworth and colleagues (1978)</xref>, and <xref ref-type="bibr" rid="ref-11-2281">Davis and Jowett&#x2019;s (2013)</xref> initial validation of the CAAS. Together, both the two-factor and three-factor models illustrate an acceptable means of tapping into the three dimensions of attachment.</p>
<p>However, considering that the three-factor model allows for the direct assessment of secure attachment<bold>,</bold> rather than inferring it from low anxiety and avoidance, it may provide a more comprehensive measurement of athletes&#x2019; attachment styles. Therefore, although both models are supported, the trifactorial structure appears to be the most suitable option for the Spanish adaptation of the CAAS.</p>
<p>In line with the model respecification reported in the results section, the correlated residuals between items 1 and 2 within the avoidant attachment factor likely reflect their conceptual overlap rather than a misunderstanding of item meaning. During the pilot testing, none of the football players reported any difficulty distinguishing between the two statements, supporting this interpretation. Nevertheless, because this adjustment was specific to the Spanish sample, future studies should examine whether it replicates across other Spanish-speaking populations to further support the cross-cultural validity of the Sp-CAAS.</p>
<p>As a novel contribution to the literature, we conducted the first-ever assessment of both the test-retest reliability and the longitudinal factorial stability of the CAAS using CFA. Unlike previous studies, neither the original (<xref ref-type="bibr" rid="ref-11-2281">Davis &#x0026; Jowett, 2013</xref>) nor adapted versions of the CAAS (<xref ref-type="bibr" rid="ref-2-2281">Bast&#x0131;k &#x0026; G&#x00FC;m&#x00FC;&#x015F;da&#x011F;, 2022</xref>; <xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>; <xref ref-type="bibr" rid="ref-34-2281">Peng et al., 2020</xref>) have incorporated such rigorous longitudinal analyses. We believe that our findings demonstrate the instrument&#x2019;s excellent temporal stability. We contend that LMI offers a robust and reliable foundation for longitudinal comparisons, as outlined by Roger <xref ref-type="bibr" rid="ref-30-2281">Millsap and Heining Cham (2012)</xref>.</p>
<p>The reliability of the three subscales (avoidant, anxious, and secure) was found to be high, consistent with the original English version (<xref ref-type="bibr" rid="ref-11-2281">Davis &#x0026; Jowett, 2013</xref>) and subsequent adaptations in Swedish (<xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>) and Turkish (<xref ref-type="bibr" rid="ref-2-2281">Bast&#x0131;k &#x0026; G&#x00FC;m&#x00FC;&#x015F;da&#x011F;, 2022</xref>). Specifically, the Chinese version of the CAAS-14 (excluding secure attachment items) also demonstrated comparable Cronbach&#x2019;s alpha values (<xref ref-type="bibr" rid="ref-34-2281">Peng et al., 2020</xref>). While the Cronbach&#x2019;s alpha values for our adaptation ranged from .78 to .88, the Swedish CAAS (<xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>) reported values between .88 and .89, the Turkish version (<xref ref-type="bibr" rid="ref-2-2281">Bast&#x0131;k &#x0026; G&#x00FC;m&#x00FC;&#x015F;da&#x011F;, 2022</xref>) yielded values between .70 and .75, and the reduced Chinese CAAS-14 (<xref ref-type="bibr" rid="ref-34-2281">Peng et al., 2020</xref>) exhibited satisfactory reliability with values ranging from .72 to .81. Lastly, it is important to highlight that as a novelty in this research, in addition to calculating Cronbach&#x2019;s alpha, omega coefficients were also estimated to measure the reliability of the Sp-CAAS.</p>
<p>Finally, evidence of convergent and discriminant validity was established. The three dimensions of the Sp-CAAS were significantly correlated with athletes&#x2019; satisfaction of basic psychological needs (<xref ref-type="bibr" rid="ref-8-2281">Davis et al., 2021</xref>) and their meta-perceptions of coach-athlete relationship quality (<xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>), aligning with existing literature. These findings suggest that athletes&#x2019; secure attachment orientations towards their coaches play a crucial role in fostering feelings of autonomy, competence, and relatedness (measured by the BNSS; <xref ref-type="bibr" rid="ref-8-2281">Davis et al., 2021</xref>), as well as closeness, commitment, and complementarity (assessed by the CART-Q; <xref ref-type="bibr" rid="ref-12-2281">Davis et al., 2022</xref>).</p>
<p>Based on these results, the Sp-CAAS appears to be a useful tool for measuring athletes&#x2019; attachment styles. According to the results obtained in our study, the Sp-CAAS can be considered a valid and reliable tool that can be used successfully in Spain to assess athletes&#x2019; relational personality and thus provide sufficient information to enable coaching staff, sports psychologists, and other sports professionals involved to create an optimal sporting environment where athletes are treated with the caution required by anxious styles in terms of excessive emotional dependence and constant demand for attention, with the flexibility to provide the autonomy required by avoidant styles, as well as working with insecure styles to improve their overall well-being and create an environment of trust where the coach can become a secure base for the athlete and thus reduce their relational limitations. At the same time, it enhances the competence, relationship, autonomy, closeness, complementarity, and commitment of secure styles (<xref ref-type="bibr" rid="ref-38-2281">Valls-Barber&#x00E1; &#x0026; Magallares, 2025</xref>).</p>
</sec>
<sec id="sec-15-2281">
<title>L<sc>imitations</sc></title>
<p>Despite the strengths of this study, several limitations should be acknowledged. First, there was a gender imbalance in the sample, with 78% of participants being male. However, although more girls are now participating in football, a significant gender gap remains (<xref ref-type="bibr" rid="ref-28-2281">Mart&#x00ED;nez-Andr&#x00E9;s et al., 2017</xref>).</p>
<p>Second, self-report measures may limit the accuracy of assessing attachment styles, although they do not require a full understanding of relational dynamics to be valid (<xref ref-type="bibr" rid="ref-4-2281">Brennan et al., 1998</xref>).</p>
<p>Third, the study focused exclusively on athletes, and therefore psychometric properties of the coach version of the CAAS were not examined. Given the bidirectional nature of the coach&#x2013;athlete relationship (<xref ref-type="bibr" rid="ref-9-2281">Davis &#x0026; Carr, 2024</xref>), future research should validate the coach version of the instrument.</p>
<p>In addition, the post hoc correlation between items 1 and 2 of the avoidant factor, although theoretically justified and improving model fit, requires replication in new samples as it was based on the same dataset. Finally, although the longitudinal CFA supported the stability of the instrument over time, replication with larger samples would strengthen the generalizability of the findings.</p>
<sec id="sec-16-2281">
<title>Future research</title>
<p>Cross-cultural research is essential to validate the applicability of measures designed to assess athletes&#x2019; attachment styles. Previous studies have revealed systematic cultural differences in response styles to scale items (<xref ref-type="bibr" rid="ref-18-2281">Harzing, 2006</xref>). Consequently, future research should consider adapting the Sp-CAAS to diverse sociocultural contexts (e.g., South America).</p>
<p>Furthermore, given the current limitations of attachment theory research in sport, the validation of the Sp-CAAS (either the two- or three-dimensional measure) could be effectively used to assess longitudinal changes in athletes&#x2019; attachment over time. The results of the longitudinal CFA and test-retest support the idea that the Sp-CAAS is a reliable tool for assessing changes in attachment styles over time. Of particular interest would be to study the extent to which athletes&#x2019; attachment styles have the capacity to influence their performance on the football pitch over time.</p>
<p>Finally, future research could explore the generalizability of the Sp-CAAS to other sports. Given its demonstrated utility in football, as evidenced in the current study, it would be valuable to investigate its applicability to a variety of sports, like. for example, volleyball (<xref ref-type="bibr" rid="ref-5-2281">Caruzzo et al., 2021</xref>).</p>
</sec>
</sec>
<sec id="sec-17-2281" sec-type="conclusions">
<title>C<sc>onclusions</sc></title>
<p>This research provides evidence that the Sp-CAAS is an appropriate tool for measuring the athletes&#x2019; attachment styles with Spanish speakers. The present study highlights only marginal differences between the English and the Spanish versions of the CAAS, suggesting that this scale can capture athletes&#x2019; attachment styles across diverse cultural contexts. Nevertheless, further studies are recommended to confirm its content validity and to test its psychometric performance across other Spanish-speaking populations to ensure its cross-cultural robustness.</p>
</sec>
<sec id="sec-18-2281">
<title>E<sc>thical concerns</sc></title>
<p>This study was conducted in accordance with the Declaration of Helsinki and the Ethical Standards in Sport and Exercise Science Research.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="other">
<p><bold>F<sc>unding</sc></bold></p>
<p>No funding was received.</p>
</fn>
</fn-group>
<sec id="sec-19-2281">
<title>A<sc>uthors&#x2019; contributions</sc></title>
<p>Valls-Barber&#x00E1; and Magallares contributed to the study&#x2019;s conception and design. Data collection and material preparation were carried out by Valls-Barber&#x00E1;. Data analysis was performed by Patricia Recio. The initial draft of the manuscript was written by Magallares, with contributions from Valls-Barber&#x00E1; and Recio for the Methods and Results sections. The manuscript was subsequently reviewed in detail by Davis. All authors read and approved the final manuscript.</p>
</sec>
<sec id="sec-20-2281" sec-type="data-availability">
<title>D<sc>ata availability</sc></title>
<p>The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.</p>
</sec>
<fn-group>
<fn fn-type="other">
<p><bold>C<sc>onflict of interest</sc></bold></p>
<p>The authors have no potential conflicts of interest to disclose.</p>
</fn>
</fn-group>
<ack>
<title>A<sc>cknowledgements</sc></title>
<p>We would like to thank all the football players who collaborated on our project.</p>
</ack>
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