<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<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>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2017.02180</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>&#x201C;Connectedness to Nature Scale&#x201D;: Validity and Reliability in the French Context</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Navarro</surname> <given-names>Oscar</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/346511/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Olivos</surname> <given-names>Pablo</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/333144/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Fleury-Bahi</surname> <given-names>Ghozlane</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Faculty of Psychology, University of Nantes</institution>, <addr-line>Nantes</addr-line>, <country>France</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Psychology, University of Castilla-La Mancha</institution>, <addr-line>Albacete</addr-line>, <country>Spain</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: <italic>Eric Brymer, Leeds Beckett University, United Kingdom</italic></p></fn>
<fn fn-type="edited-by"><p>Reviewed by: <italic>Jo Barton, University of Essex, United Kingdom; Bernardo Hern&#x00E1;ndez, Universidad de La Laguna, Spain; Andrew Denovan, Manchester Metropolitan University, United Kingdom</italic></p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x002A;Correspondence: <italic>Oscar Navarro, <email>oscar.navarro@univ-nantes.fr</email></italic></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Environmental Psychology, a section of the journal Frontiers in Psychology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>12</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>2180</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>09</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>11</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2017 Navarro, Olivos and Fleury-Bahi.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Navarro, Olivos and Fleury-Bahi</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) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Connectedness to nature represents the relationship of the self with the natural environment and has been operationalized using different scales. One of the most systematically studied in the Anglo-Saxon context is the Connectedness to Nature Scale (CNS). In an attempt to study the psychometric properties of this instrument in a French-speaking context, three studies (Study 1 <italic>n</italic> = 204, Study 2 <italic>n</italic> = 153, and Study 3 <italic>n</italic> = 322) were carried out in France to provide evidence of the internal consistency of the CNS, as well as its convergent, discriminant, and predictive validity. Moreover, as anticipated, positive correlations between the CNS and the environmental identity and environmental concerns scales were observed. Based on factorial analyses of maximum likelihood and reliability, an improvement in the psychometric properties was identified by eliminating three items. Through confirmatory factor analysis, the factorial structure and the psychometric properties of the CNS French version were confirmed, as well as their significate regression prediction on eudaimonic wellbeing.</p>
</abstract>
<kwd-group>
<kwd>connectedness to nature</kwd>
<kwd>environmental identity</kwd>
<kwd>French context</kwd>
<kwd>scale validation</kwd>
<kwd>well-being</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="53"/>
<page-count count="8"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec><title>Introduction</title>
<p>Connectedness to nature has been defined as a self-perceived relationship between the self and the natural environment (<xref ref-type="bibr" rid="B44">Schultz et al., 2004</xref>); it reflects a feeling of kinship and an affective individual experience of connection with nature (<xref ref-type="bibr" rid="B25">Mayer and Frantz, 2004</xref>). This concept is derived from studies on environmental concerns and has been proposed as being universal regarding the relationship between one&#x2019;s self-image and nature, based on a biophilic disposition (<xref ref-type="bibr" rid="B44">Schultz et al., 2004</xref>; <xref ref-type="bibr" rid="B26">Mayer et al., 2009</xref>). In the same way, <xref ref-type="bibr" rid="B19">Kals and Ittner (2003</xref>; <xref ref-type="bibr" rid="B20">Kals et al., 1999</xref>) describe an emotional affinity with nature as an environmental identity (EID) indicator. They suggest that it is based on biophilia, a concept proposed by <xref ref-type="bibr" rid="B53">Wilson (1984)</xref> to express the feeling of an emotional link with the natural world, which means an inborn tendency to focus on life processes. This tendency is part of our genetic inheritance.</p>
<p>Schultz considers the valuation of the natural world as an extension of a person&#x2019;s cognitive representation of him/herself, thus favoring the study of environmental concerns over environmental values as determinants of significant ecological change (<xref ref-type="bibr" rid="B44">Schultz et al., 2004</xref>). <xref ref-type="bibr" rid="B44">Schultz et al. (2004)</xref> have tackled research on the self-nature relationship by using different measures (the Nature in Self Scale &#x2013; INS &#x2013; and the Implicit Association Test &#x2013; IAT). Another concept considers that in the building of a self-concept, nature and the self are not independent but linked, as the self-concept comes from a cognitive connection between nature and the self, facilitated by memories of oneself in nature (<xref ref-type="bibr" rid="B49">Thomashow, 1995</xref>; <xref ref-type="bibr" rid="B43">Schroeder, 2007</xref>; <xref ref-type="bibr" rid="B31">Olivos et al., 2013</xref>; <xref ref-type="bibr" rid="B32">Olivos and Clayton, 2017</xref>).</p>
<p>This is the concept of EID proposed by <xref ref-type="bibr" rid="B10">Clayton and Opotow (2003)</xref>. In the studies carried out by these authors (<xref ref-type="bibr" rid="B35">Opotow, 1993</xref>, <xref ref-type="bibr" rid="B36">1994</xref>; <xref ref-type="bibr" rid="B37">Opotow and Clayton, 1994</xref>), the implicit connection between human beings and nature corresponds to an axis ranging from people&#x2019;s self-perception of superiority to plants and animals to a perception of identity that attributes the same rights to them as those of human beings.</p>
<p><xref ref-type="bibr" rid="B25">Mayer and Frantz (2004)</xref> defined the connectedness to nature as an affective individual experience of connection with nature. To measure it, the authors presented the &#x201C;Connectedness to Nature Scale&#x201D; (CNS), probably the most studied scale (e.g., <xref ref-type="bibr" rid="B15">Frantz et al., 2005</xref>; <xref ref-type="bibr" rid="B12">Dutcher et al., 2007</xref>; <xref ref-type="bibr" rid="B26">Mayer et al., 2009</xref>; <xref ref-type="bibr" rid="B27">Nisbet et al., 2009</xref>; <xref ref-type="bibr" rid="B39">Perrin and Benassi, 2009</xref>; <xref ref-type="bibr" rid="B7">Brugger et al., 2011</xref>; <xref ref-type="bibr" rid="B38">Pasca et al., 2017</xref>). The authors&#x2019; analysis of the scale achieved an alpha score of 0.84 (<xref ref-type="bibr" rid="B25">Mayer and Frantz, 2004</xref>). Their results also showed, among other aspects, that the CNS correlates positively with biospheric concerns, the IAT-Nature and the INS, as well as with ecological behavior. In fact, it has been determined that connectedness to nature has a positive relationship with altruism, biospheric (<xref ref-type="bibr" rid="B47">Stern, 2000</xref>), and egobiocentric concerns (<xref ref-type="bibr" rid="B30">Olivos et al., 2011</xref>), environmental behaviors and, in a lesser way, life satisfaction. This dimension negatively correlates with conservatism (<xref ref-type="bibr" rid="B25">Mayer and Frantz, 2004</xref>) and non-environmental behaviors (<xref ref-type="bibr" rid="B15">Frantz et al., 2005</xref>), particularly when people have a more focused concern on themselves or a narcissistic personality.</p>
<p>These results allow the CNS study to be extended in relation to EID (<xref ref-type="bibr" rid="B8">Clayton, 2003</xref>) and environmental beliefs, such as anthropocentrism (ANT), &#x201C;the dimension based on the instrumental value of the environment for human beings,&#x201D; biospherism (BIO), &#x201C;the dimension that values the environment for its own sake&#x201D; and egobiocentrism (EGO), &#x201C;the dimension that values the human being within nature as a whole&#x201D; (<xref ref-type="bibr" rid="B1">Am&#x00E9;rigo et al., 2007</xref>, pp. 98, 99). The theory of environmental beliefs gives a self-integration level in nature within two axes (<xref ref-type="bibr" rid="B2">Am&#x00E9;rigo et al., 2012</xref>): the first one focuses on humans (EGO and ANT) and the second one focuses on nature (BIO). The relationship between the self and nature, characteristic of connectedness, should be closely linked to the kind of self-image and motivational beliefs that drive environmental behaviors. Thus, when we talk about the self as an EGO identity (e.g., <xref ref-type="bibr" rid="B25">Mayer and Frantz, 2004</xref>) or a metapersonal self (e.g., <xref ref-type="bibr" rid="B29">Olivos and Aragon&#x00E9;s, 2014</xref>), it is similar to connectedness to nature, as this has been measured in recent years. Contact with natural environments have also been shown to have positive effects on well-being (<xref ref-type="bibr" rid="B46">Staats et al., 1997</xref>; <xref ref-type="bibr" rid="B21">Kaplan, 2001</xref>). It has indeed been observed that. It has been observed that connection to nature has a mediating effect in the increase of the positive emotional states (<xref ref-type="bibr" rid="B26">Mayer et al., 2009</xref>). Despite of these results, related to the called psychological well-being, their relation with subjective well-being remains scarcely studied (<xref ref-type="bibr" rid="B33">Olivos and Ernst, 2018</xref>).</p>
<p>Most of the instruments used for the study of environmental concerns originated in the Anglo-Saxon context and have gradually been adapted to other cultures and contexts, Spain and Portugal, especially. However, this has not yet been the case within the French speaking world for connectedness to nature, even though this kind of approach to studying human connection with nature represents one-third of the most recent research in this field (<xref ref-type="bibr" rid="B18">Ives et al., 2017</xref>). The growing interest of this dimension in the French-speaking countries requires the development of the validated and trustable tools to be able to study the links between connectedness to nature and the well-being and/or pro-ecological behaviors. We wonder whether the CNS (<xref ref-type="bibr" rid="B25">Mayer and Frantz, 2004</xref>) once adapted to the French language, keeps the same psychometric properties than the English version, which would help to measure the theoretical construct. Besides, France has an important tradition of studies in environmental psychology, who could benefit from the adaptation to its context of this scale. Our objective was thus to adapt and validate the <xref ref-type="bibr" rid="B25">Mayer and Frantz (2004)</xref> CNS within the French context as a contribution to studies about environmental concerns, which have become common in this cultural framework. This validation opens cultural perspectives as it contributes to the validation of connectedness to nature universal character, which is on the basis of this theory.</p>
<p>For this purpose, three studies were conducted to provide evidence of the internal consistency of the CNS, as well as its construct, convergent, discriminant, and predictive validity. The factorial structure of the scale was tested, in order to confirm these psychometric properties and the factorial structure of the CNS French version.</p>
</sec>
<sec><title>Study 1</title>
<p>In this study, a descriptive analysis of the items and an exploratory factor analysis (EFA) were performed on a general population sample to identify the single factor structure of the CNS, following the proposal of <xref ref-type="bibr" rid="B25">Mayer and Frantz (2004)</xref>.</p>
<sec><title>Method</title>
<sec><title>Participants</title>
<p>The 204 participants were all living in a western French city (Nantes); women made up 72% of the sample. Average age <italic>M</italic> = 29 years (<italic>SD</italic> = 10.37). Regarding professional status, 60% were active, 6% unemployed, 1% retired, and 33% were students. This is about a convenience sample or group of volunteers. The margin of error with regard to the reference population is 6.8%. The rate of people in service is representative of the global population (60%), however, there is an over-representation of women (53% of the global population) and the average age is under the reference population (37 years old).</p>
</sec>
<sec><title>Material and Procedure</title>
<p>A self-administered questionnaire was used on paper-shaped, composed of the 14 items of the CNS and a five-point scale, ranging from &#x201C;completely disagree&#x201D; to &#x201C;completely agree&#x201D; to measure an affective individual experience of connection with nature (<xref ref-type="bibr" rid="B25">Mayer and Frantz, 2004</xref>). The scale was adapted to French using a two-way translation procedure (or back translation). This procedure consists in a native French-speaking translator with excellent English language skills translating the scale into French and a back translation of the previously obtained French version into English by an independent English speaking translator with excellent French language skills (<xref ref-type="bibr" rid="B51">Vallerand, 1989</xref>). The subjects were debriefed by telling them the aims of the study and their informed consent to participate was obtained. The mean time to complete the questionnaire was 10 min.</p>
<p>Reliability and factor analysis with SPSS 24 was carried out for a descriptive and psychometric study of the scale, which is the most usual procedure for establishing dimensionality of scales (<xref ref-type="bibr" rid="B14">Fabrigar et al., 1999</xref>; <xref ref-type="bibr" rid="B13">Embretson and Reise, 2000</xref>). Descriptive analyses (means, standard deviation, kurtosis, and asymmetry index) and reliability analyses (Cronbach&#x2019;s alpha) were also performed.</p>
</sec>
</sec>
<sec><title>Results</title>
<sec><title>Reliability and Descriptive Statistics</title>
<p>An EFA of the maximum likelihood following the procedure carried out by <xref ref-type="bibr" rid="B25">Mayer and Frantz (2004)</xref> and other studies of reference which analyses the psychometric properties of this scale (e.g., <xref ref-type="bibr" rid="B39">Perrin and Benassi, 2009</xref>; <xref ref-type="bibr" rid="B48">Tam, 2013</xref>; <xref ref-type="bibr" rid="B34">Olivos et al., 2014</xref>), forcing the extraction of a single factor explained 37% of the variances (KMO = 0.870; <italic>p</italic> &#x003C; 0.001). The CNS showed a good level of internal reliability (&#x03B1; = 0.80). All the items had a positive load with values greater than 0.40 (see <bold>Table <xref ref-type="table" rid="T1">1</xref></bold>), except items 4 (fl = -0.13), 12 (fl = -0.17), and 14 (fl = -0.03), which were deleted according to the recommended load for samples between 200 and 250 participants (<xref ref-type="bibr" rid="B17">Hair et al., 1999</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Exploratory factor analysis of principal components, reliability index and corresponding descriptive statistics of the CNS.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<th valign="top" align="center" colspan="6">Study 1 (<italic>N</italic> = 204)<hr/></th>
</tr>
<tr>
<td valign="top" align="left"></td>
<th valign="top" align="center"><italic>M</italic></th>
<th valign="top" align="center"><italic>SD</italic></th>
<th valign="top" align="center">Asymmetry<sup>a</sup></th>
<th valign="top" align="center">Kurtosis<sup>b</sup></th>
<th valign="top" align="center">&#x03B1;<sup>&#x2217;</sup></th>
<th valign="top" align="center">FL<sup>c</sup></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1. Je me sens souvent en union avec la nature qui m&#x2019;entoure [I often feel a sense of oneness with the natural world around me]</td>
<td valign="top" align="center">3.45</td>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">-0.55</td>
<td valign="top" align="center">-0.11</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.63</td>
</tr>
<tr>
<td valign="top" align="left">2. Je pense &#x00E0; la nature comme &#x00E0; une communaut&#x00E9; &#x00E0; laquelle j&#x2019;appartiens [I think of the natural world as a community to which I belong]</td>
<td valign="top" align="center">3.37</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">-0.51</td>
<td valign="top" align="center">-0.24</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">0.74</td>
</tr>
<tr>
<td valign="top" align="left">3. Je reconnais et appr&#x00E9;cie l&#x2019;intelligence des autres &#x00EA;tres vivants [I recognize and appreciate the intelligence of other living organisms]</td>
<td valign="top" align="center">3.93</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">-1.07</td>
<td valign="top" align="center">1.75</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.59</td>
</tr>
<tr>
<td valign="top" align="left">4. Je me sens souvent d&#x00E9;connect&#x00E9; de la nature [I often feel disconnected from nature]</td>
<td valign="top" align="center">2.49</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">-0.26</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">-0.13</td>
</tr>
<tr>
<td valign="top" align="left">5. Quand je pense &#x00E0; ma vie, je m&#x2019;imagine faisant partie d&#x2019;un cycle de vie plus large [When I think of my life, I imagine myself to be part of a larger cyclical process of living]</td>
<td valign="top" align="center">3.32</td>
<td valign="top" align="center">1.08</td>
<td valign="top" align="center">-0.40</td>
<td valign="top" align="center">-0.46</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">0.58</td>
</tr>
<tr>
<td valign="top" align="left">6. Je me sens souvent un lien de parent&#x00E9; avec les animaux et les plantes [I often feel a kinship with animals and plants]</td>
<td valign="top" align="center">2.65</td>
<td valign="top" align="center">1.22</td>
<td valign="top" align="center">0.17</td>
<td valign="top" align="center">-0.99</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.72</td>
</tr>
<tr>
<td valign="top" align="left">7. Je me consid&#x00E8;re comme faisant partie de la Terre de la m&#x00EA;me fa&#x00E7;on qu&#x2019;elle fait partie de moi [I feel as though I belong to the Earth as equally as it belongs to me]</td>
<td valign="top" align="center">3.03</td>
<td valign="top" align="center">1.18</td>
<td valign="top" align="center">-0.31</td>
<td valign="top" align="center">-0.80</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.67</td>
</tr>
<tr>
<td valign="top" align="left">8. Je comprends tr&#x00E8;s bien comment mes actions ont un effet sur le monde naturel [I have a deep understanding of how my actions affect the natural world]</td>
<td valign="top" align="center">3.84</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">-1.07</td>
<td valign="top" align="center">1.25</td>
<td valign="top" align="center">0.79</td>
<td valign="top" align="center">0.38</td>
</tr>
<tr>
<td valign="top" align="left">9. Je me sens souvent comme faisant partie d&#x2019;un &#x00E9;cosyst&#x00E8;me plus large [I often feel part of the web of life]</td>
<td valign="top" align="center">3.60</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">-0.61</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">0.66</td>
</tr>
<tr>
<td valign="top" align="left">10. Je pense que tous les habitants de la Terre, humains et non humains, partagent une aaaforce vitale commune [I feel that all inhabitants of Earth, human and nonhuman, share a common &#x2018;life force&#x2019;]</td>
<td valign="top" align="center">3.19</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">-0.42</td>
<td valign="top" align="center">-0.28</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.54</td>
</tr>
<tr>
<td valign="top" align="left">11. Tout comme l&#x2019;arbre fait partie de la for&#x00EA;t, je me sens comme faisant partie de la nature [Like a tree can be part of a forest, I feel embedded within the broader natural world]</td>
<td valign="top" align="center">3.36</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">-0.50</td>
<td valign="top" align="center">-0.13</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.77</td>
</tr>
<tr>
<td valign="top" align="left">12. Lorsque je pense &#x00E0; ma place sur Terre, je me consid&#x00E8;re comme faisant partie de l&#x2019;esp&#x00E8;ce sup&#x00E9;rieure [When I think of my place on Earth, I consider myself to be a top member of a hierarchy that exists in nature]</td>
<td valign="top" align="center">2.30</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">-0.24</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">-0.17</td>
</tr>
<tr>
<td valign="top" align="left">13. J&#x2019;ai souvent l&#x2019;impression que je ne suis qu&#x2019; une petite partie de la nature qui m&#x2019;entoure et que je ne suis pas plus important que l&#x2019;herbe sur le sol ou les oiseaux dans les arbres [I often feel like I am only a small part of the natural world around me and that I am no more important than the grass on the ground or the birds in the trees]</td>
<td valign="top" align="center">3.50</td>
<td valign="top" align="center">1.13</td>
<td valign="top" align="center">-0.44</td>
<td valign="top" align="center">-0.71</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.60</td>
</tr>
<tr>
<td valign="top" align="left">14. Mon bien-&#x00EA;tre personnel est ind&#x00E9;pendant du bien-&#x00EA;tre du monde naturel [My personal welfare is independent of the welfare of the natural world]</td>
<td valign="top" align="center">2.62</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">0.051</td>
<td valign="top" align="center">-0.82</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">-0.03</td></tr>
</tbody></table>
<table-wrap-foot>
<attrib><italic><sup>a</sup> Standard error asymmetry = 0.170; <sup>b</sup> Standard error kurtosis = 0.339; <sup>&#x2217;</sup>Cronbach&#x2019;s alpha if items are deleted; <sup>c</sup> Forced extraction of a single factor (Test of goodness of fit: &#x03C7;<sup><italic>2</italic></sup>= 208.639; <italic>df</italic> = 77, <italic>p</italic> &#x003C; 0.00. &#x03C7;<sup><italic>2</italic></sup>/<italic>df</italic> = 2.71).</italic></attrib>
</table-wrap-foot>
</table-wrap>
</sec>
</sec></sec>
<sec><title>Study 2</title>
<p>The objective of this second study was to confirm, on a second sample of the general population, the single factor structure of the CNS. In addition, we wanted to assess the internal consistency and validity of the CNS through convergent validity by correlating its results to the Environmental Identity Scale (EID) as proposed in the literature (<xref ref-type="bibr" rid="B7">Brugger et al., 2011</xref>; <xref ref-type="bibr" rid="B31">Olivos et al., 2013</xref>; <xref ref-type="bibr" rid="B32">Olivos and Clayton, 2017</xref>). A positive correlation was expected regarding the connectedness and EID measures.</p>
<sec><title>Method</title>
<sec><title>Participants</title>
<p>In this study, 153 people from the general population participated voluntarily and anonymously (7.9% margin of error with regard to the reference population). Of these, 24.2% were students, 54.9% had a professional activity, and 7% were unemployed. Women made up 58.8% of the sample. Regarding their age, 63.4% were between 18 and 29 years. 26.1% between 30 and 49 years and 10.5% were more than 50 years old (<italic>M</italic> = 30.5; <italic>SD</italic> = 10.75).</p>
</sec>
<sec><title>Material and Procedure</title>
<p>A self-administered questionnaire was used, similar to the questionnaire of Study 1, composed by the CNS and EID. The subjects were debriefed by telling them the aims of the study and their informed consent to participate was obtained. The administration of the scales took about 15 min. The CNS consisted of 11 items (three items were eliminated, 4, 12, and 14, according to the results of the EFA of Study 1) on a five-point scale, ranging from &#x201C;completely disagree&#x201D; to &#x201C;completely agree.&#x201D; The EID (<xref ref-type="bibr" rid="B8">Clayton, 2003</xref>) consisted of 24 items on a five-point scale, ranging from &#x201C;completely disagree&#x201D; to &#x201C;completely agree,&#x201D; to measure the relationship between self and nature.</p>
<p>A confirmatory factor analysis (CFA) was conducted to validate the factorial structure with R. We kept the 11 items that had acceptable indicators in the CFA. The maximum likelihood method was selected to test the model. To assess the fit of the model, &#x03C7;<sup>2</sup>, the Comparative Fit Index (CFI), the Tucker Lewis Index (TLI), the Goodness of Fit Index (GFI), the Standardized Root Mean Square Residual (SRMR), and the Root Mean Square Error of Approximation (RMSEA) were examined. Lastly, the saturation coefficients among items and the latent variables were examined. A value superior to 0.90 for the CFI, GFI, and the TLI is sufficient (<xref ref-type="bibr" rid="B50">Tucker and Lewis, 1973</xref>; <xref ref-type="bibr" rid="B5">Bentler, 1992</xref>; <xref ref-type="bibr" rid="B45">Schumacher and Lomax, 1996</xref>). A RMSEA and SRMR lower than 0.08 (<xref ref-type="bibr" rid="B6">Browne and Cudeck, 1993</xref>; <xref ref-type="bibr" rid="B24">MacCallum et al., 1996</xref>; <xref ref-type="bibr" rid="B40">Pui-Wa and Qiong, 2007</xref>) is admitted. Concerning the use of &#x03C7;<sup>2</sup>, it is possible that the tested model does not fit the data correctly, but that &#x03C7;<sup>2</sup> accepts it because of the size of the sample (<xref ref-type="bibr" rid="B40">Pui-Wa and Qiong, 2007</xref>). For this reason, <xref ref-type="bibr" rid="B52">Wheaton et al. (1977)</xref> suggest that a relative chi-squared (&#x03C7;<sup>2</sup>/<italic>df</italic> or CMIN/<italic>df</italic>) is also computed. A &#x03C7;<sup>2</sup>/<italic>df</italic> ratio &#x003C; 3.00 represents a correct fit.</p>
</sec>
</sec>
<sec><title>Results</title>
<sec><title>CFA and Reliability Analysis</title>
<p>The reliability of the scale was estimated by calculating the Cronbach&#x2019;s alpha coefficient and composite reliability (CR, <xref ref-type="bibr" rid="B41">Raykov, 1997</xref>) for CNS. The CNS showed a good level of internal reliability (&#x03B1; = 0.85; CR = 0.88), as did the EID (&#x03B1; = 0.93). The tested model fitted the data correctly, except TLI, which is lightly under the expected threshold [RMSEA <sub>(90%CI)</sub> = 0.095 <sub>(0.07-0.12)</sub>; CFI = 0.909; TLI = 0.887; GFI = 0.923; SRMR = 0.052]. Because of a significant &#x03C7;<sup>2</sup> (<italic>p</italic> &#x003C; 0.001), we examined the &#x03C7;<sup>2</sup>/<italic>df</italic> ratio. With a value of 2.35, it can be considered correct.</p>
</sec>
<sec><title>Correlation</title>
<p>The correlation between the CNS and EID (<italic>r</italic> = 0.763; <italic>p</italic> &#x003C; 0.001) was positive and statistically significant, indicating the convergent validity of the CNS.</p>
</sec>
</sec></sec>
<sec><title>Study 3</title>
<p>This study aimed first to confirm the single factorial structure of the CNS in a second sample. In addition, we sought to assess the internal consistency (Cronbach&#x2019;s alpha) and validity of the CNS: for convergent validity, CNS would correlate positively with the EID and EGO (<xref ref-type="bibr" rid="B1">Am&#x00E9;rigo et al., 2007</xref>); for discriminant validity, the CNS would correlate negatively with ANT (<xref ref-type="bibr" rid="B1">Am&#x00E9;rigo et al., 2007</xref>); for predictive validity, the CNS would predict scores of the wellbeing scale (MHC-SF, <xref ref-type="bibr" rid="B22">Keyes, 2009</xref>) as well as the frequency of contact with nature.</p>
<sec><title>Method</title>
<sec><title>Participants</title>
<p>In this study, 322 participants were distributed into two samples. The first sample (A) was composed of 267 students from a French university; 85% were women and the average age was <italic>M</italic> = 19.60 (<italic>SD</italic> = 3.75) years. The second sample (B) was 55 students from the same university, who completed the instruments twice; 61.8% were women and the average age was <italic>M</italic> = 22.24 (<italic>SD</italic> = 5.04) years.</p>
</sec>
<sec><title>Material and Procedure</title>
<p>The instrument used for both samples was a self-administered questionnaire composed of the following scales: the CNS (<xref ref-type="bibr" rid="B25">Mayer and Frantz, 2004</xref>) and the EID Scale (<xref ref-type="bibr" rid="B8">Clayton, 2003</xref>), the same scales as in Study 2; two scales to measure environmental concerns, ANT (to assess the convergent validity of the CNS) and EGO (to assess the convergent validity), in the version of <xref ref-type="bibr" rid="B1">Am&#x00E9;rigo et al. (2007)</xref>, composed of five items on a five-point scale, ranging from &#x201C;completely disagree&#x201D; to &#x201C;completely agree&#x201D;; the Mental Health Continuum Short Form (MHC-SF, <xref ref-type="bibr" rid="B22">Keyes, 2009</xref>), applied in similar investigations and obtaining good psychometric indicators (<xref ref-type="bibr" rid="B3">Aragon&#x00E9;s et al., 2011</xref>), which consists of 14 items measuring Hedonic Wellbeing (MHC.H &#x2013; pleasure-related or experienced emotions) and Eudaimonic Wellbeing (MHC.E &#x2013; related to psychological development and personal growth), and a whole general wellbeing index; lastly, the variable &#x201C;contact with nature&#x201D; was operationalized with three modalities (never, occasionally, and frequently) of activities in natural places (e.g., &#x201C; Do you realize activities in touch with nature during your spare time, like picnics, walks on the beach or in a park, hiking, etc.?&#x201D;).</p>
<p>All these scales were adapted to French using the two-way translation procedure. The subjects were debriefed by telling them the aims of the study and their informed consent to participate was obtained. Each application lasted on average 20 min and was carried out by both samples at the beginning of a class. Sample B completed the questionnaire again 2 weeks after the first time (for the test&#x2013;retest reliability).</p>
</sec>
<sec><title>Analysis</title>
<p>Data analysis was carried out for descriptive (means, standard deviation, kurtosis, and asymmetry index) and psychometric (reliability and factor analysis) studies of the scale, including test&#x2013;retest for the CNS and EID with sample B. Correlations and mean difference analyses were performed to test convergent (EID and EGO) and discriminant (ANT) validity. A regression analysis also tested the predictive validity of the MHC-SF scale, the same as the correlation between the CNS and contact with nature. A CFA was used to verify the factorial structure of the CNS as in Study 2.</p>
</sec>
</sec>
<sec><title>Results</title>
<sec><title>CFA of the CNS and Reliability Analysis</title>
<p>A CFA with sample A (<italic>n</italic> = 267) was carried out. The tested model fitted the data correctly, except TLI, which is lightly under the expected threshold [RMSEA<sub>(90%<italic>CI</italic>)</sub> = 0.071 <sub>(0.05-0.08)</sub>; CFI = 0.912; TLI = 0.890; GFI = 0.902; SRMR = 0.051). Because of a significant &#x03C7;<sup>2</sup> (<italic>p</italic> &#x003C; 0.001), we examined the &#x03C7;<sup>2</sup>/<italic>df</italic> ratio (115.595/44). With a value of 2.62, it can be considered correct. We observed that the indices were correct and improved compared to Study 2, especially the RMSEA that was correct this time (&#x003C;0.08).</p>
<p>All scales reached a good internal reliability score in sample A (see <bold>Table <xref ref-type="table" rid="T2">2</xref></bold>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Descriptive statistics and reliability (sample A, <italic>n</italic> = 267).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<th valign="top" align="center"><italic>M</italic></th>
<th valign="top" align="center"><italic>SD</italic></th>
<th valign="top" align="center">Asymmetry</th>
<th valign="top" align="center">Kurtosis</th>
<th valign="top" align="center">&#x03B1;</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">CNS</td>
<td valign="top" align="center">3.34</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">-0.033<sup>a</sup></td>
<td valign="top" align="center">-0.269<sup>b</sup></td>
<td valign="top" align="center">0.800</td>
</tr>
<tr>
<td valign="top" align="left">EID</td>
<td valign="top" align="center">3.26</td>
<td valign="top" align="center">0.58</td>
<td valign="top" align="center">-0.230</td>
<td valign="top" align="center">-0.275</td>
<td valign="top" align="center">0.904</td>
</tr>
<tr>
<td valign="top" align="left">EGO</td>
<td valign="top" align="center">3.84</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">-0.550</td>
<td valign="top" align="center">-0.119</td>
<td valign="top" align="center">0.792</td>
</tr>
<tr>
<td valign="top" align="left">ANT</td>
<td valign="top" align="center">2.25</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">0.629</td>
<td valign="top" align="center">0.428</td>
<td valign="top" align="center">0.749</td></tr>
<tr>
<td valign="top" align="left">MHC</td>
<td valign="top" align="center">3.30</td>
<td valign="top" align="center">0.47</td>
<td valign="top" align="center">-0.518</td>
<td valign="top" align="center">0.599</td>
<td valign="top" align="center">0.797</td>
</tr>
<tr>
<td valign="top" align="left">MHC.H</td>
<td valign="top" align="center">3.77</td>
<td valign="top" align="center">0.60</td>
<td valign="top" align="center">-0.809</td>
<td valign="top" align="center">1.696</td>
<td valign="top" align="center">0.730</td>
</tr>
<tr>
<td valign="top" align="left">MHC.E</td>
<td valign="top" align="center">3.17</td>
<td valign="top" align="center">0.49</td>
<td valign="top" align="center">-0.432</td>
<td valign="top" align="center">0.461</td>
<td valign="top" align="center">0.743</td></tr>
</tbody></table>
<table-wrap-foot>
<attrib><italic><sup>a</sup> Standard error asymmetry = 0.136; <sup>b</sup> Standard error kurtosis = 0.271; CNS, Connectedness to Nature Scale; EID, environmental identity; EGO, egobiocentrism; ANT, anthropocentrism; MHC, Mental Health Continuum, Short Form; MHC-H, Hedonic; MHC-E, Eudaimonic.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>The test&#x2013;retest analysis with answers of sample B (see <bold>Table <xref ref-type="table" rid="T3">3</xref></bold>) showed a good level of reliability too for the CNS [<italic>r</italic> = 0.774; <italic>p</italic> &#x003C; 0.001; <italic>t</italic>(54) = 0.2160; <italic>p</italic> = 0.830] and EID [<italic>r</italic> = 0.865; <italic>p</italic> &#x003C; 0.001; <italic>t</italic>(54) = -1.30; <italic>p</italic> = 0.198].</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Test&#x2013;retest reliability of the CNS and EID (sample B, <italic>n</italic> = 55).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<th valign="top" align="center"><italic>M</italic></th>
<th valign="top" align="center"><italic>r</italic></th>
<th valign="top" align="center"><italic>t</italic></th>
<th valign="top" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">CNS</td>
<td valign="top" align="center">3.33</td>
<td valign="top" align="center">0.774<sup>&#x2217;&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">0.216</td>
<td valign="top" align="center">0.830</td></tr>
<tr>
<td valign="top" align="left">CNS - POST</td>
<td valign="top" align="center">3.32</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left">EID</td>
<td valign="top" align="center">3.25</td>
<td valign="top" align="center">0.865<sup>&#x2217;&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">-1.303</td>
<td valign="top" align="center">0.198</td>
</tr>
<tr>
<td valign="top" align="left">EID - POST</td>
<td valign="top" align="center">3.31</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td></tr>
</tbody></table>
<table-wrap-foot>
<attrib><italic><sup>&#x2217;</sup><italic>p</italic> &#x003C; 0.05; <sup>&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.01; <sup>&#x2217;&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.001.</italic></attrib>
</table-wrap-foot>
</table-wrap>
</sec>
<sec><title>Correlations and Regression</title>
<p>To provide support for the convergent and discriminant validity of the CNS scale, its average score was correlated with the scores of the other complementary measures such as the EID and MHC, the two scales of environmental concerns (ANT and EGO) and the measure of frequency of contact with nature (CN). The results are presented in <bold>Table <xref ref-type="table" rid="T4">4</xref></bold>.</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Correlation between variables for convergent and divergent validity (sample A, <italic>n</italic> = 267).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<th valign="top" align="center">1</th>
<th valign="top" align="center">2</th>
<th valign="top" align="center">3</th>
<th valign="top" align="center">4</th>
<th valign="top" align="center">5</th>
<th valign="top" align="center">6</th>
<th valign="top" align="center">7</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1. CNS</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left">2. EID</td>
<td valign="top" align="center">0.701<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td></tr>
<tr>
<td valign="top" align="left">3. EGO</td>
<td valign="top" align="center">0.596<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">0.714<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td></tr>
<tr>
<td valign="top" align="left">4. ANT</td>
<td valign="top" align="center">-0.234<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">-0.206<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">-0.294<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left">5. MHC</td>
<td valign="top" align="center">0.095</td>
<td valign="top" align="center">0.079</td>
<td valign="top" align="center">0.063</td>
<td valign="top" align="center">0.085</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td></tr>
<tr>
<td valign="top" align="left">6. MHC-H</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">-0.034</td>
<td valign="top" align="center">-0.036</td>
<td valign="top" align="center">0.037</td>
<td valign="top" align="center">0.719<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left">7. MHC-E</td>
<td valign="top" align="center">0.110<sup>&#x2217;</sup></td>
<td valign="top" align="center">0.108</td>
<td valign="top" align="center">0.088</td>
<td valign="top" align="center">0.091</td>
<td valign="top" align="center">0.973<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">0.539<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">&#x2013;</td></tr>
<tr>
<td valign="top" align="left">8. CN</td>
<td valign="top" align="center">0.348<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">0.499<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">0.392<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">-0.126<sup>&#x2217;</sup></td>
<td valign="top" align="center">0.085</td>
<td valign="top" align="center">0.067</td>
<td valign="top" align="center">0.081</td></tr>
</tbody></table>
<table-wrap-foot>
<attrib><italic><sup>&#x2217;</sup><italic>p</italic> &#x003C; 0.05; <sup>&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.01, <sup>&#x2217;&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.001 (bilateral). CN, contact with nature.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>The correlations between the CNS and EID were positive and statistically significant, thus consistent with what was expected. Furthermore, the CNS correlated positively with EGO and negatively with ANT, showing the expected relationships with these environmental concerns. The correlations were weak and not significant with Wellbeing but, as expected, positive and significant with the sub-dimension of MHC.E. The regression analysis confirmed the predictability of MHC.E from the CNS and EID (see <bold>Table <xref ref-type="table" rid="T5">5</xref></bold>).</p>
<table-wrap position="float" id="T5">
<label>Table 5</label>
<caption><p>Regression analysis to predict MHC-E from the CNS and EID.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Step</th>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center"><italic>R</italic></th>
<th valign="top" align="center"><italic>&#x0394;R</italic><sup>2</sup></th>
<th valign="top" align="center"><italic>F</italic></th>
<th valign="top" align="center">&#x03B2;</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">CNS</td>
<td valign="top" align="center">0.702</td>
<td valign="top" align="center">0.493</td>
<td valign="top" align="center">257.511<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">0.702<sup>&#x2217;&#x2217;</sup></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">CNS</td>
<td valign="top" align="center">0.710</td>
<td valign="top" align="center">0.504</td>
<td valign="top" align="center">6.191<sup>&#x2217;&#x2217;</sup></td>
<td valign="top" align="center">0.607<sup>&#x2217;&#x2217;</sup></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">EID</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.143<sup>&#x2217;</sup></td></tr>
</tbody></table>
<table-wrap-foot>
<attrib><italic><sup>&#x2217;</sup><italic>p</italic> &#x003C; 0.05; <sup>&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.01, <sup>&#x2217;&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.001.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>Finally, the correlation with the frequency of contact with nature was statistically significant and positive (<italic>r</italic> = 0.348, <italic>p</italic> &#x003C; 0.001). Moreover, the mean difference analysis in the score of the CNS by contact with nature showed statistically significant results (<italic>t</italic> = 4.431; <italic>df</italic> = 320; <italic>p</italic> &#x003C; 0.001), suggesting that participants who had taken part in activities involving contact with nature experienced higher levels of connectedness to nature (<italic>M</italic> = 3.41; <italic>SD</italic> = 0.54) than participants who had not (<italic>M</italic> = 3.09; <italic>SD</italic> = 0.52).</p>
<p>The results indicate that the CNS has good psychometric properties, which improved after some items were deleted (items 4, 12, and 14). The coherent correlations between the measures of connectedness and environmental concerns and EID suggest that people connected to nature value the positive effects of each personal experience with nature, within which they feel explicitly included, and do not subordinate it to human needs.</p>
</sec>
</sec></sec>
<sec><title>Discussion</title>
<p>These studies have enabled the verification of the internal positive consistency of the CNS, in the same way as the authors of the original scale in other investigations (<xref ref-type="bibr" rid="B25">Mayer and Frantz, 2004</xref>; <xref ref-type="bibr" rid="B15">Frantz et al., 2005</xref>; <xref ref-type="bibr" rid="B26">Mayer et al., 2009</xref>), yet within a psychometrically acceptable range (<xref ref-type="bibr" rid="B11">Cortina, 1993</xref>; <xref ref-type="bibr" rid="B16">George and Mallery, 2003</xref>). This scale is evidently stable and the comparison of its scores with EID and environmental concerns (ANT, EGO) shows evidence of its convergent and discriminant validity, as well as providing an opportunity to propose conceptual questions that might guide new research concerning connectedness to nature in French-speaking contexts, where this subject is gaining interest.</p>
<p>The specific results suggested the elimination of items 4, 12, and 14 (&#x201C;I often feel disconnected from nature,&#x201D; &#x201C;When I think of my place on Earth, I consider myself to be a top member of a hierarchy that exists in nature&#x201D; and &#x201C;My personal welfare is independent of the welfare of the natural world&#x201D;; <xref ref-type="bibr" rid="B25">Mayer and Frantz, 2004</xref>, p. 513) because of their lower loading weight (<xref ref-type="bibr" rid="B17">Hair et al., 1999</xref>) and because the consistency markers of the scale improved after the elimination of these items. The CFA showed that, without these items, the scale gave good marks of reliability as well as a good fit of its overall factor structure. In the same way as other psychometric studies, which have suggested the advantage of deleting some items in specific cultural contexts (<xref ref-type="bibr" rid="B30">Olivos et al., 2011</xref>; <xref ref-type="bibr" rid="B38">Pasca et al., 2017</xref>), this result demonstrates the interest of proposing a new version of this scale, in order to obtain the best psychometric qualities in the French version.</p>
<p>As expected, the correlation between the CNS and EID was also positive, contributing to the validity of both measures. However, these results should be analyzed with caution. Despite the fact that the EID has obtained higher reliability values than in this investigation (<xref ref-type="bibr" rid="B8">Clayton, 2003</xref>), more studies have been published on the EID that cast doubt on its psychometric properties and factorial structure (<xref ref-type="bibr" rid="B28">Olivos and Aragon&#x00E9;s, 2011</xref>; <xref ref-type="bibr" rid="B9">Clayton, 2012</xref>). Furthermore, despite both scales referring to a type of relationship of identification with the natural environment, in the case of connectedness their authors proposed that there is an underlying idea of a biological disposition favorable to nature (biophilia), and thus of universal occurrence. Other studies could be lead in order to verify this hypothesis within the French context, such as for example the biological disposition of connectedness, which suggests a restoring effect of natural environments (<xref ref-type="bibr" rid="B26">Mayer et al., 2009</xref>).</p>
<p>A significant correlation was observed between the scores of the CNS and those of environmental concerns. In the case of ANT, the correlation was negative, as anticipated, because an instrumental valuation of nature is clearly opposed to the idea suggested in connectedness. In the case of EGO, the correlation was positive, which is coherent with connectedness due to the valuation it makes of the relationship between the human being and nature as a whole.</p>
<p>Positive and significant correlations with the frequency of contact with nature indicated that the more connected people feel to nature, the more they will try to keep in contact with it. Unfortunately, the disappointing results of the relationship with wellbeing prevent us from concluding that this connection with nature involves a feeling of wellbeing. However, the positive and significant although weak correlation with Eudemonic Wellbeing is an important topic for environmental psychology research. Even if hedonic experiences have been more frequently studied, the eudemonic dimension of wellbeing is more closely linked to the development of positive and complex identities. Besides, this eudemonic dimension is linked to subjective connections with nature (<xref ref-type="bibr" rid="B4">Arnocky et al., 2007</xref>; <xref ref-type="bibr" rid="B23">Leary et al., 2008</xref>; <xref ref-type="bibr" rid="B9">Clayton, 2012</xref>; <xref ref-type="bibr" rid="B42">Ryff and Singer, 2013</xref>; <xref ref-type="bibr" rid="B29">Olivos and Aragon&#x00E9;s, 2014</xref>; <xref ref-type="bibr" rid="B33">Olivos and Ernst, 2018</xref>).</p>
<p>On the basis of this study, it can be concluded that the CNS is a valid and reliable measure of connectedness, useful for research in psychology concerning the processes of environmental concerns, the restoring effect of natural environments, the perception of natural risks, etc., as well as being a valid tool for the study of connectedness in a French-speaking context. This version of 11 items proposed at the end of the study, could be very well integrated to the analysis of the relation between connectedness to nature with other dimensions as well-being, environmental concerns and even perception of natural risks. Nevertheless, some limits must be underlined. Actually, participants are not representative of French population, even if the margins of error of the sampling are relatively low. On the same way, marked cultural differences between French-speaking countries should also be taken into account during future applications. Actually, the sharing of a common language does not cancel the cultural diversity in the meaning attributed to some built, being able to make results vary. Anyway, this psychometric French speaking version of CNS, allows to initiate a systematic research for its adaptation in other French-speaking regions.</p>
</sec>
<sec><title>Ethics Statement</title>
<p>These studies were approved by the ethical board of the Psychology Faculty of University of Nantes with written informed consent from all subjects.</p>
</sec>
<sec><title>Author Contributions</title>
<p>ON: work conception, research design, data collection, data analysis, data interpretation, paper arrangement and revision, writing, and submission. PO: research design, data analysis, data interpretation, paper arrangement and revision, and writing. GFB: data collection, research design, data interpretation, paper arrangement and revision, and writing.</p>
</sec>
<sec><title>Conflict of Interest Statement</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>
</body>
<back>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Am&#x00E9;rigo</surname> <given-names>M.</given-names></name> <name><surname>Aragon&#x00E9;s</surname> <given-names>J. I.</given-names></name> <name><surname>De Frutos</surname> <given-names>B.</given-names></name> <name><surname>Sevillano</surname> <given-names>V.</given-names></name> <name><surname>Cort&#x00E9;s</surname> <given-names>B.</given-names></name></person-group> (<year>2007</year>). <article-title>Underlying dimensions of ecocentric and anthropocentric environmental belief.</article-title> <source><italic>Span. J. Psychol.</italic></source> <volume>10</volume> <fpage>97</fpage>&#x2013;<lpage>103</lpage>. <pub-id pub-id-type="doi">10.1017/S1138741600006351</pub-id> <pub-id pub-id-type="pmid">17549882</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Am&#x00E9;rigo</surname> <given-names>M.</given-names></name> <name><surname>Aragon&#x00E9;s</surname> <given-names>J. I.</given-names></name> <name><surname>Garc&#x00ED;a</surname> <given-names>J. A.</given-names></name></person-group> (<year>2012</year>). <article-title>Explorando las dimensiones de la preocupaci&#x00F3;n ambiental. Una propuesta integradora.</article-title> <source><italic>Psyecology</italic></source> <volume>3</volume> <fpage>299</fpage>&#x2013;<lpage>311</lpage>. <pub-id pub-id-type="doi">10.1174/217119712802845705</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aragon&#x00E9;s</surname> <given-names>J. I.</given-names></name> <name><surname>Olivos</surname> <given-names>P.</given-names></name> <name><surname>Lima</surname> <given-names>M. L.</given-names></name></person-group> (<year>2011</year>). <article-title>&#x201C;Conectividad con la naturaleza y bienestar hed&#x00F3;nico y eudaim&#x00F3;nico,&#x201D; in</article-title> <source><italic>Comunicaci&#x00F3;n Presentada en el XI Congreso de Psicolog&#x00ED;a Ambiental, Febrero de</italic></source> <volume>2011</volume> <publisher-loc>Almer&#x00ED;a</publisher-loc>.</citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arnocky</surname> <given-names>S.</given-names></name> <name><surname>Stroink</surname> <given-names>M.</given-names></name> <name><surname>DeCicco</surname> <given-names>T.</given-names></name></person-group> (<year>2007</year>). <article-title>Self-construal predicts environmental concern, cooperation, and conservation.</article-title> <source><italic>J. Environ. Psychol.</italic></source> <volume>27</volume> <fpage>255</fpage>&#x2013;<lpage>264</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvp.2007.06.005</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bentler</surname> <given-names>P. M.</given-names></name></person-group> (<year>1992</year>). <article-title>On the fit of models to covariances and methodology to the bulletin.</article-title> <source><italic>Psychol. Bull.</italic></source> <volume>112</volume> <fpage>400</fpage>&#x2013;<lpage>404</lpage>. <pub-id pub-id-type="doi">10.1037//0033-2909.112.3.400</pub-id> <pub-id pub-id-type="pmid">1438635</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Browne</surname> <given-names>M.</given-names></name> <name><surname>Cudeck</surname> <given-names>R.</given-names></name></person-group> (<year>1993</year>). <article-title>Alternative ways of assessing model fit.</article-title> <source><italic>Test. Struct. Equ. Models</italic></source> <volume>21</volume> <fpage>136</fpage>&#x2013;<lpage>162</lpage>. <pub-id pub-id-type="doi">10.1177/0049124192021002005</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brugger</surname> <given-names>A.</given-names></name> <name><surname>Kaiser</surname> <given-names>F.</given-names></name> <name><surname>Roczen</surname> <given-names>N.</given-names></name></person-group> (<year>2011</year>). <article-title>One for all? Connectedness to nature, inclusion of nature, environmental identity, and implicit association with nature.</article-title> <source><italic>Eur. Psychol.</italic></source> <volume>16</volume> <fpage>324</fpage>&#x2013;<lpage>333</lpage>. <pub-id pub-id-type="doi">10.1027/1016-9040/a000032</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clayton</surname> <given-names>S.</given-names></name></person-group> (<year>2003</year>). <article-title>&#x201C;Environmental identity: a conceptual and an operational definition,&#x201D; in</article-title> <source><italic>Identity and the Natural Environment. The Psychological Significance of Nature</italic></source> <role>eds</role> <person-group person-group-type="editor"><name><surname>Clayton</surname> <given-names>S.</given-names></name> <name><surname>Opotow</surname> <given-names>S.</given-names></name></person-group> (<publisher-loc>Cambridge, MA</publisher-loc>: <publisher-name>The MIT Press</publisher-name>) <fpage>45</fpage>&#x2013;<lpage>65</lpage>.</citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clayton</surname> <given-names>S.</given-names></name></person-group> <comment>(ed.)</comment>. (<year>2012</year>). <source><italic>Handbook of Environmental and Conservation Psychology.</italic></source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>. <pub-id pub-id-type="doi">10.1093/oxfordhb/9780199733026.001.0001</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clayton</surname> <given-names>S.</given-names></name> <name><surname>Opotow</surname> <given-names>S.</given-names></name></person-group> <comment>(eds)</comment>. (<year>2003</year>). <source><italic>Identity and the Natural Environment. The Psychological Significance of Nature.</italic></source> <publisher-loc>Cambridge, MA</publisher-loc>: <publisher-name>The MIT Press</publisher-name>.</citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cortina</surname> <given-names>J. M.</given-names></name></person-group> (<year>1993</year>). <article-title>What is coefficient alpha? An examination of theory and applications.</article-title> <source><italic>J. Appl. Psychol.</italic></source> <volume>78</volume> <fpage>98</fpage>&#x2013;<lpage>104</lpage>. <pub-id pub-id-type="doi">10.1037/0021-9010.78.1.98</pub-id> <pub-id pub-id-type="pmid">20716989</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dutcher</surname> <given-names>D.</given-names></name> <name><surname>Finley</surname> <given-names>J. C.</given-names></name> <name><surname>Luloff</surname> <given-names>A. E.</given-names></name> <name><surname>Johnson</surname> <given-names>J. B.</given-names></name></person-group> (<year>2007</year>). <article-title>Connectivity with nature as a measure of environmental values.</article-title> <source><italic>Environ. Behav.</italic></source> <volume>30</volume> <fpage>474</fpage>&#x2013;<lpage>493</lpage>. <pub-id pub-id-type="doi">10.1177/0013916506298794</pub-id> <pub-id pub-id-type="pmid">27639477</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Embretson</surname> <given-names>S. E.</given-names></name> <name><surname>Reise</surname> <given-names>S. P.</given-names></name></person-group> (<year>2000</year>). <source><italic>Item Response Theory for Psychologists.</italic></source> <publisher-loc>Hillsdale, NJ</publisher-loc>: <publisher-name>Lawrence Erlbaum Associates</publisher-name>.</citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fabrigar</surname> <given-names>L. R.</given-names></name> <name><surname>Wegener</surname> <given-names>D. T.</given-names></name> <name><surname>MacCallum</surname> <given-names>R. C.</given-names></name> <name><surname>Strahan</surname> <given-names>E. J.</given-names></name></person-group> (<year>1999</year>). <article-title>Evaluating the use of exploratory factor analysis in psychological research.</article-title> <source><italic>Psychol. Methods</italic></source> <volume>4</volume> <fpage>272</fpage>&#x2013;<lpage>299</lpage>. <pub-id pub-id-type="doi">10.1037/1082-989X.4.3.272</pub-id> <pub-id pub-id-type="pmid">19609833</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frantz</surname> <given-names>C.</given-names></name> <name><surname>Mayer</surname> <given-names>F. S.</given-names></name> <name><surname>Norton</surname> <given-names>C.</given-names></name> <name><surname>Rock</surname> <given-names>M.</given-names></name></person-group> (<year>2005</year>). <article-title>There is no &#x201C;I&#x201D; in nature: the influence of self-awareness on connectedness to nature.</article-title> <source><italic>J. Environ. Psychol.</italic></source> <volume>25</volume> <fpage>427</fpage>&#x2013;<lpage>436</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvp.2005.10.002</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>George</surname> <given-names>D.</given-names></name> <name><surname>Mallery</surname> <given-names>P.</given-names></name></person-group> (<year>2003</year>). <source><italic>SPSS/Pc + Step by Step: A Simple Guide and Reference</italic></source> <edition>4th Edn.</edition> <publisher-loc>Boston, MA</publisher-loc>: <publisher-name>Allyn and Bacon</publisher-name>.</citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hair</surname> <given-names>J.</given-names></name> <name><surname>Anderson</surname> <given-names>R.</given-names></name> <name><surname>Tatham</surname> <given-names>R.</given-names></name> <name><surname>Black</surname> <given-names>W.</given-names></name></person-group> (<year>1999</year>). <source><italic>An&#x00E1;lisis Multivariante</italic></source> <edition>5th Edn.</edition> <publisher-loc>Madrid</publisher-loc>: <publisher-name>Prentice Hall</publisher-name>.</citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ives</surname> <given-names>C. D.</given-names></name> <name><surname>Giusti</surname> <given-names>M.</given-names></name> <name><surname>Fischer</surname> <given-names>J.</given-names></name> <name><surname>Abson</surname> <given-names>D. J.</given-names></name> <name><surname>Klaniecki</surname> <given-names>K.</given-names></name> <name><surname>Dorninger</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Human&#x2013;nature connection: a multidisciplinary review.</article-title> <source><italic>Curr. Opin. Environ. Sustain.</italic></source> <volume>2</volume> <fpage>106</fpage>&#x2013;<lpage>113</lpage>. <pub-id pub-id-type="doi">10.1016/j.cosust.2017.05.005</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kals</surname> <given-names>E.</given-names></name> <name><surname>Ittner</surname> <given-names>H.</given-names></name></person-group> (<year>2003</year>). <article-title>&#x201C;Children&#x2019;s environmental identity: indicators and behavioural impacts,&#x201D; in</article-title> <source><italic>Identity and the Natural Environment</italic></source> <role>eds</role> <person-group person-group-type="editor"><name><surname>Clayton</surname> <given-names>S.</given-names></name> <name><surname>Opotow</surname> <given-names>S.</given-names></name></person-group> (<publisher-loc>Cambridge</publisher-loc>: <publisher-name>MIT Press</publisher-name>) <fpage>135</fpage>&#x2013;<lpage>157</lpage>.</citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kals</surname> <given-names>E.</given-names></name> <name><surname>Schumacher</surname> <given-names>D.</given-names></name> <name><surname>Montada</surname> <given-names>L.</given-names></name></person-group> (<year>1999</year>). <article-title>Emotional affinity toward nature as a motivational basis to protect nature.</article-title> <source><italic>Environ. Behav.</italic></source> <volume>31</volume> <fpage>178</fpage>&#x2013;<lpage>202</lpage>. <pub-id pub-id-type="doi">10.1177/00139169921972056</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaplan</surname> <given-names>R.</given-names></name></person-group> (<year>2001</year>). <article-title>The nature of the view from home psychological benefits.</article-title> <source><italic>Environ. Behav.</italic></source> <volume>33</volume> <fpage>507</fpage>&#x2013;<lpage>542</lpage>. <pub-id pub-id-type="doi">10.1177/00139160121973115</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Keyes</surname> <given-names>C. L. M.</given-names></name></person-group> (<year>2009</year>). <source><italic>Brief Description of the Mental Health Continuum Short Form (MHC-SF)</italic></source>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.aacu.org/sites/default/files/MHC-SFEnglish.pdf">https://www.aacu.org/sites/default/files/MHC-SFEnglish.pdf</ext-link></comment></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leary</surname> <given-names>M. R.</given-names></name> <name><surname>Tipsord</surname> <given-names>J. M.</given-names></name> <name><surname>Tate</surname> <given-names>E. B.</given-names></name></person-group> (<year>2008</year>). <article-title>&#x201C;Allo-inclusive identity: incorporating the social and natural worlds into one&#x2019;s sense of self,&#x201D; in</article-title> <source><italic>Transcending Self-Interest: Psychological Explorations of the Quiet Ego</italic></source> <role>eds</role> <person-group person-group-type="editor"><name><surname>Wayment</surname> <given-names>H. A.</given-names></name> <name><surname>Bauer</surname> <given-names>J. J.</given-names></name></person-group> (<publisher-loc>Washington, DC</publisher-loc>: <publisher-name>American Psychological Association</publisher-name>) <fpage>137</fpage>&#x2013;<lpage>147</lpage>.</citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>MacCallum</surname> <given-names>R. C.</given-names></name> <name><surname>Browne</surname> <given-names>M. W.</given-names></name> <name><surname>Sugawara</surname> <given-names>H. M.</given-names></name></person-group> (<year>1996</year>). <article-title>Power analysis and determination of sample size for covariance structure modeling.</article-title> <source><italic>Psychol. Methods</italic></source> <volume>1</volume> <fpage>130</fpage>&#x2013;<lpage>149</lpage>. <pub-id pub-id-type="doi">10.1037/1082-989X.1.2.130</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mayer</surname> <given-names>F. S.</given-names></name> <name><surname>Frantz</surname> <given-names>C. M.</given-names></name></person-group> (<year>2004</year>). <article-title>The connectedness to nature scale: a measure of individuals&#x2019; feeling in community with nature.</article-title> <source><italic>J. Environ. Psychol.</italic></source> <volume>24</volume> <fpage>503</fpage>&#x2013;<lpage>515</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvp.2004.10.001</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mayer</surname> <given-names>F. S.</given-names></name> <name><surname>Frantz</surname> <given-names>C. M.</given-names></name> <name><surname>Bruehlman-Senecal</surname> <given-names>E.</given-names></name> <name><surname>Dolliver</surname> <given-names>K.</given-names></name></person-group> (<year>2009</year>). <article-title>Why is nature beneficial? The role of connectedness to nature.</article-title> <source><italic>Environ. Behav.</italic></source> <volume>41</volume> <fpage>607</fpage>&#x2013;<lpage>643</lpage>. <pub-id pub-id-type="doi">10.1177/0013916508319745</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nisbet</surname> <given-names>E. K.</given-names></name> <name><surname>Zelenski</surname> <given-names>J. M.</given-names></name> <name><surname>Murphy</surname> <given-names>S. A.</given-names></name></person-group> (<year>2009</year>). <article-title>The nature relatedness scale. Linking individuals&#x2019; connection with nature to environmental concern and behavior.</article-title> <source><italic>Environ. Behav.</italic></source> <volume>41</volume> <fpage>715</fpage>&#x2013;<lpage>740</lpage>. <pub-id pub-id-type="doi">10.1177/0013916508318748</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olivos</surname> <given-names>P.</given-names></name> <name><surname>Aragon&#x00E9;s</surname> <given-names>J. I.</given-names></name></person-group> (<year>2011</year>). <article-title>Psychometric properties of the Environmental Identity Scale (EID).</article-title> <source><italic>Psyecology</italic></source> <volume>2</volume> <fpage>65</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1174/217119711794394653</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olivos</surname> <given-names>P.</given-names></name> <name><surname>Aragon&#x00E9;s</surname> <given-names>J. I.</given-names></name></person-group> (<year>2014</year>). <article-title>Medio ambiente, self y conectividad con la naturaleza.</article-title> <source><italic>Rev. Mex. Psicol.</italic></source> <volume>3</volume> <fpage>71</fpage>&#x2013;<lpage>77</lpage>.</citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olivos</surname> <given-names>P.</given-names></name> <name><surname>Aragon&#x00E9;s</surname> <given-names>J. I.</given-names></name> <name><surname>Am&#x00E9;rigo</surname> <given-names>M.</given-names></name></person-group> (<year>2011</year>). <article-title>The connectedness to nature scale and its relationship with environmental beliefs and identity.</article-title> <source><italic>Int. J. Hisp. Psychol.</italic></source> <volume>4</volume> <fpage>5</fpage>&#x2013;<lpage>20</lpage>.</citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olivos</surname> <given-names>P.</given-names></name> <name><surname>Aragon&#x00E9;s</surname> <given-names>J. I.</given-names></name> <name><surname>Navarro</surname> <given-names>O.</given-names></name></person-group> (<year>2013</year>). <article-title>Educaci&#x00F3;n ambiental: itinerario en la naturaleza y su relaci&#x00F3;n con conectividad, preocupaciones ambientales y conducta.</article-title> <source><italic>Rev. Latinoam. Psicol.</italic></source> <volume>45</volume> <fpage>501</fpage>&#x2013;<lpage>511</lpage>. <pub-id pub-id-type="doi">10.14349/rlp.v45i3.1490</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olivos</surname> <given-names>P.</given-names></name> <name><surname>Clayton</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>&#x201C;Self, nature and wellbeing: sense of connectedness and environmental identity for quality of life,&#x201D; in</article-title> <source><italic>Handbook of Environmental Psychology and QOL Research</italic></source> <role>eds</role> <person-group person-group-type="editor"><name><surname>Fleury-Bahi</surname> <given-names>G.</given-names></name> <name><surname>Pol</surname> <given-names>E.</given-names></name> <name><surname>Navarro</surname> <given-names>O.</given-names></name></person-group> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Springer</publisher-name>) <fpage>107</fpage>&#x2013;<lpage>126</lpage>.</citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olivos</surname> <given-names>P.</given-names></name> <name><surname>Ernst</surname> <given-names>R.</given-names></name></person-group> (<year>2018</year>). <article-title>&#x201C;To feel good or to be happy: distinctions between emotions and development in the environmental psychology research of Wellbeing,&#x201D; in</article-title> <source><italic>International Handbook of Critical Positive Psychology&#x2014;A Synthesis for Social Change</italic></source> <role>eds</role> <person-group person-group-type="editor"><name><surname>Brown</surname> <given-names>N. J. L.</given-names></name> <name><surname>Lomas</surname> <given-names>T.</given-names></name> <name><surname>Eiro&#x00E1;-Orosa</surname> <given-names>F. J.</given-names></name></person-group> (<publisher-loc>Abingdon</publisher-loc>: <publisher-name>Routledge</publisher-name>) <fpage>546</fpage>&#x2013;<lpage>565</lpage>.</citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olivos</surname> <given-names>P.</given-names></name> <name><surname>Talayero</surname> <given-names>F.</given-names></name> <name><surname>Aragon&#x00E9;s</surname> <given-names>J. I.</given-names></name> <name><surname>Moyano</surname> <given-names>E.</given-names></name></person-group> (<year>2014</year>). <article-title>Dimensiones del comportamiento proambiental y su relaci&#x00F3;n con la conectividad e identidad ambientales.</article-title> <source><italic>Psico</italic></source> <volume>45</volume> <fpage>369</fpage>&#x2013;<lpage>376</lpage>.</citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Opotow</surname> <given-names>S.</given-names></name></person-group> (<year>1993</year>). <article-title>Animals and the scope of justice.</article-title> <source><italic>J. Soc. Issues</italic></source> <volume>49</volume> <fpage>71</fpage>&#x2013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.1111/j.1540-4560.1993.tb00909.x</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Opotow</surname> <given-names>S.</given-names></name></person-group> (<year>1994</year>). <article-title>Predicting protection: scope of justice and the natural world.</article-title> <source><italic>J. Soc. Issues</italic></source> <volume>50</volume> <fpage>49</fpage>&#x2013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.1111/j.1540-4560.1994.tb02419.x</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Opotow</surname> <given-names>S.</given-names></name> <name><surname>Clayton</surname> <given-names>S.</given-names></name></person-group> (<year>1994</year>). <article-title>Green justice: conceptions of fairness and the natural world.</article-title> <source><italic>J. Soc. Issues</italic></source> <volume>50</volume> <fpage>1</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1111/j.1540-4560.1994.tb02416.x</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pasca</surname> <given-names>L.</given-names></name> <name><surname>Aragon&#x00E9;s</surname> <given-names>J. I.</given-names></name> <name><surname>Coello</surname> <given-names>M. T.</given-names></name></person-group> (<year>2017</year>). <article-title>An analysis of the connectedness to nature scale based on item response theory.</article-title> <source><italic>Front. Psychol.</italic></source> <volume>8</volume>:<issue>1330</issue>. <pub-id pub-id-type="doi">10.3389/fpsyg.2017.01330</pub-id> <pub-id pub-id-type="pmid">28824509</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perrin</surname> <given-names>J. L.</given-names></name> <name><surname>Benassi</surname> <given-names>V. A.</given-names></name></person-group> (<year>2009</year>). <article-title>The connectedness to nature scale: a measure of emotional connection to nature?</article-title> <source><italic>J. Environ. Psychol.</italic></source> <volume>29</volume> <fpage>434</fpage>&#x2013;<lpage>440</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvp.2009.03.003</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pui-Wa</surname> <given-names>L.</given-names></name> <name><surname>Qiong</surname> <given-names>W.</given-names></name></person-group> (<year>2007</year>). <article-title>Introduction to structural equation modeling: issues and practical considerations.</article-title> <source><italic>Educ. Meas. Issues Pract.</italic></source> <volume>3</volume> <fpage>33</fpage>&#x2013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1111/j.1745-3992.2007.00099.x</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Raykov</surname> <given-names>T.</given-names></name></person-group> (<year>1997</year>). <article-title>Estimation of composite reliability for congeneric measures.</article-title> <source><italic>Appl. Psychol. Meas.</italic></source> <volume>21</volume> <fpage>173</fpage>&#x2013;<lpage>184</lpage>. <pub-id pub-id-type="doi">10.1177/01466216970212006</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ryff</surname> <given-names>C. D.</given-names></name> <name><surname>Singer</surname> <given-names>B. H.</given-names></name></person-group> (<year>2013</year>). <article-title>&#x201C;Know thyself and become what you are: a eudaimonic approach to psychological well-being,&#x201D; in</article-title> <source><italic>The Exploration of Happiness: Present and Future Perspectives</italic></source> <role>ed.</role> <person-group person-group-type="editor"><name><surname>Delle Fave</surname> <given-names>A.</given-names></name></person-group> (<publisher-loc>Dordrecht</publisher-loc>: <publisher-name>Springer</publisher-name>) <fpage>97</fpage>&#x2013;<lpage>116</lpage>.</citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schroeder</surname> <given-names>H. W.</given-names></name></person-group> (<year>2007</year>). <article-title>Place experience, gestalt and the human-nature relationship.</article-title> <source><italic>J. Environ. Psychol.</italic></source> <volume>27</volume> <fpage>293</fpage>&#x2013;<lpage>309</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvp.2007.07.001</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schultz</surname> <given-names>P. W.</given-names></name> <name><surname>Shriver</surname> <given-names>C.</given-names></name> <name><surname>Tabanico</surname> <given-names>J.</given-names></name> <name><surname>Khazian</surname> <given-names>A.</given-names></name></person-group> (<year>2004</year>). <article-title>Implicit connections with nature.</article-title> <source><italic>J. Environ. Psychol.</italic></source> <volume>24</volume> <fpage>31</fpage>&#x2013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1016/S0272-4944(03)00022-7</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schumacher</surname> <given-names>R. E.</given-names></name> <name><surname>Lomax</surname> <given-names>R. G.</given-names></name></person-group> (<year>1996</year>). <source><italic>A Beginner&#x2019;s Guide to SEM.</italic></source> <publisher-loc>Mahwah, NJ</publisher-loc>: <publisher-name>Lawrence Erlbaum Associates</publisher-name>.</citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Staats</surname> <given-names>H.</given-names></name> <name><surname>Gatersleben</surname> <given-names>B.</given-names></name> <name><surname>Hartig</surname> <given-names>T.</given-names></name></person-group> (<year>1997</year>). <article-title>Change in mood as a function of environmental design: arousal and pleasure on a simulated forest hike.</article-title> <source><italic>J. Environ. Psychol.</italic></source> <volume>17</volume> <fpage>283</fpage>&#x2013;<lpage>300</lpage>. <pub-id pub-id-type="doi">10.1006/jevp.1997.0069</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stern</surname> <given-names>P.</given-names></name></person-group> (<year>2000</year>). <article-title>Toward a coherent theory of environmentally significant behavior.</article-title> <source><italic>J. Soc. Issues</italic></source> <volume>56</volume> <fpage>407</fpage>&#x2013;<lpage>424</lpage>. <pub-id pub-id-type="doi">10.1111/0022-4537.00175</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tam</surname> <given-names>K.-P.</given-names></name></person-group> (<year>2013</year>). <article-title>Concepts and measures related to connection to nature: similarities and differences.</article-title> <source><italic>J. Environ. Psychol.</italic></source> <volume>34</volume> <fpage>64</fpage>&#x2013;<lpage>78</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvp.2013.01.004</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thomashow</surname> <given-names>M.</given-names></name></person-group> (<year>1995</year>). <source><italic>Ecological Identity: Becoming a Reflective Environmentalist.</italic></source> <publisher-loc>London</publisher-loc>: <publisher-name>MIT Press</publisher-name>.</citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tucker</surname> <given-names>L. R.</given-names></name> <name><surname>Lewis</surname> <given-names>C.</given-names></name></person-group> (<year>1973</year>). <article-title>A reliability coefficient for maximum likelihood factor analysis.</article-title> <source><italic>Psychometrika</italic></source> <volume>38</volume> <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1007/BF02291170</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vallerand</surname> <given-names>R. J.</given-names></name></person-group> (<year>1989</year>). <article-title>Vers une m&#x00E9;thodologie de validation trans-culturelle de questionnaires psychologiques: implications pour la recherche en langue fran&#x00E7;aise.</article-title> <source><italic>Can. Psychol.</italic></source> <volume>30</volume> <fpage>662</fpage>&#x2013;<lpage>680</lpage>. <pub-id pub-id-type="doi">10.1037/h0079856</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wheaton</surname> <given-names>B.</given-names></name> <name><surname>Muthen</surname> <given-names>B.</given-names></name> <name><surname>Alwin</surname> <given-names>D. F.</given-names></name> <name><surname>Summers</surname> <given-names>G. F.</given-names></name></person-group> (<year>1977</year>). <article-title>Assessing reliability and stability in panel models.</article-title> <source><italic>Sociol. Methodol.</italic></source> <volume>8</volume> <fpage>84</fpage>&#x2013;<lpage>136</lpage>. <pub-id pub-id-type="doi">10.2307/270754</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wilson</surname> <given-names>E. O.</given-names></name></person-group> (<year>1984</year>). <source><italic>Biophilia.</italic></source> <publisher-loc>Cambridge</publisher-loc>: <publisher-name>Harvard University Press</publisher-name>.</citation></ref>
</ref-list>
</back>
</article>