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 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">redie</journal-id>
   <journal-title-group>
    <journal-title>Revista electrónica de investigación educativa</journal-title>
    <abbrev-journal-title abbrev-type="publisher">REDIE</abbrev-journal-title>
   </journal-title-group>
   <issn pub-type="epub">1607-4041</issn>
   <publisher>
    <publisher-name>Universidad Autónoma de Baja California, Instituto de Investigación
     y Desarrollo Educativo</publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">10.24320/redie.2021.23.e09.4053</article-id>
   <article-id pub-id-type="other">00009</article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>Artículos</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title>Environmental Sustainability in Higher Education: Mapping the
     Field</article-title>
    <trans-title-group xml:lang="es">
     <trans-title>Sostenibilidad ambiental en la educación superior: una revisión del
      campo</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">0000-0002-5139-4914</contrib-id>
     <name>
      <surname>Miranda</surname>
      <given-names>Luis Francisco</given-names>
     </name>
     <xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">0000-0002-9299-6647</contrib-id>
     <name>
      <surname>Sánchez Buitrago</surname>
      <given-names>Jorge Oswaldo</given-names>
     </name>
     <xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">0000-0002-2396-4190</contrib-id>
     <name>
      <surname>Viloria Escobar</surname>
      <given-names>Javier de Jesús</given-names>
     </name>
     <xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
    </contrib>
   </contrib-group>
   <aff id="aff1">
    <label>1</label>
    <institution content-type="original"> Universitat de Barcelona</institution>
    <institution content-type="normalized">Universitat de Barcelona</institution>
    <institution content-type="orgname">Universitat de Barcelona</institution>
    <country country="ES">Spain</country>
   </aff>
   <aff id="aff2">
    <label>2</label>
    <institution content-type="original"> Universidad de Magdalena</institution>
    <institution content-type="orgname">Universidad de Magdalena</institution>
   </aff>
   <aff id="aff3">
    <label>3</label>
    <institution content-type="original"> Instituto Nacional de Formación Técnica
     Profesional Humberto Velásquez García</institution>
    <institution content-type="orgname">Instituto Nacional de Formación Técnica
     Profesional Humberto Velásquez García</institution>
   </aff>
   <pub-date date-type="pub" publication-format="electronic">
    <day>27</day>
    <month>08</month>
    <year>2021</year>
   </pub-date>
   <pub-date date-type="collection" publication-format="electronic">
    <year>2021</year>
   </pub-date>
   <volume>23</volume>
   <elocation-id>e09</elocation-id>
   <history>
    <date date-type="received">
     <day>07</day>
     <month>04</month>
     <year>2019</year>
    </date>
    <date date-type="accepted">
     <day>06</day>
     <month>09</month>
     <year>2019</year>
    </date>
   </history>
   <permissions>
    <license license-type="open-access"
     xlink:href="https://creativecommons.org/licenses/by-nc/4.0/" xml:lang="en">
     <license-p>This is an open-access article distributed under the terms of the
      Creative Commons Attribution License</license-p>
    </license>
   </permissions>
   <abstract>
    <title>Abstract</title>
    <p>A considerable amount of literature has been published on environmental
     sustainability in the context of higher education. However, no previous studies
     have investigated how environmental sustainability has evolved in the university
     context and little is known about the specific research trends in this field. In
     that sense, the main purpose of this study is to identify the most influential
     topics in university environmental sustainability research and the relationships
     between them. To that end, we conducted a keyword co-occurrence analysis of
     scientific articles published between 1989 and 2019. We were able to identify 23
     core keywords. We then designed a map of associations between the terms,
     representing the relationships between them in thematic clusters. We found at
     least three major areas supporting environmental sustainability research in
     universities: environmental education, environmental sustainability integration,
     and environmental protection. Each research area is analyzed and discussed.</p>
   </abstract>
   <trans-abstract xml:lang="es">
    <title>Resumen</title>
    <p>Se ha publicado una gran cantidad de literatura sobre la sostenibilidad ambiental
     en el contexto de la educación superior; sin embargo, no existen estudios
     previos que hayan investigado de qué manera la sostenibilidad ambiental ha
     evolucionado en el contexto universitario y poco se sabe sobre las tendencias de
     investigación propias a este campo. El propósito principal de este estudio es
     identificar los temas más influyentes en la investigación sobre la
     sostenibilidad ambiental universitaria y la relación que existe entre ellos.
     Para ello, se realizó un análisis de coocurrencias de palabras clave en
     artículos científicos publicados entre 1989 y 2019, identificándose 23 palabras
     clave centrales. Luego se diseñó un mapa de asociaciones que muestra las
     relaciones entre los términos en conglomerados (<italic>clusters</italic>)
     temáticos. Se determinó que existen por lo menos tres áreas principales que
     soportan la investigación sobre la sostenibilidad ambiental en las
     universidades: educación ambiental, integración de la sostenibilidad ambiental y
     protección ambiental. Se analiza y se comenta cada una de estas áreas de
     investigación. </p>
   </trans-abstract>
   <kwd-group xml:lang="en">
    <title>Keywords:</title>
    <kwd>sustainability</kwd>
    <kwd>environmental sustainability</kwd>
    <kwd>environmental education</kwd>
    <kwd>higher education</kwd>
   </kwd-group>
   <kwd-group xml:lang="es">
    <title>Palabras clave:</title>
    <kwd>sostenibilidad</kwd>
    <kwd>sostenibilidad ambiental</kwd>
    <kwd>educación ambiental</kwd>
    <kwd>educación superior</kwd>
   </kwd-group>
   <counts>
    <fig-count count="2"/>
    <table-count count="5"/>
    <equation-count count="0"/>
    <ref-count count="53"/>
    
   </counts>
  </article-meta>
 </front>
 <body>
  <sec sec-type="intro">
   <title>I. Introduction</title>
   <p>Environmental problems seem to increase daily (<xref ref-type="bibr" rid="B3"
     >Calixto, 2018</xref>). Globally, the most complex issues include climate
    change, armed conflicts over the exploitation of natural resources, and pollution of
    air, water, and soil (<xref ref-type="bibr" rid="B33">Osbaldiston &amp; Schott,
     2012</xref>). However, the most critical problem may be climate change, which
    refers to “a change in the state of the climate that can be identified (e.g., by
    using statistical tests) by changes in the mean and/or the variability of its
    properties and that persists for an extended period, typically decades or longer”
     (<xref ref-type="bibr" rid="B19">Intergovernmental Panel on Climate Change
     [IPCC], 2018, p. 544</xref>). But climate change is far from being exclusively
    an environmental problem (<xref ref-type="bibr" rid="B40">Silvestre &amp; Ţîrcă,
     2019</xref>), considering that it exacerbates issues such as poverty, hunger,
    and economic recessions, making them more difficult to address (<xref
     ref-type="bibr" rid="B14">Gasper et al., 2011</xref>). Thus, natural resource
    conservation requires people to recognize that natural resources are finite and that
    the planet has limited capacities to sustain life (<xref ref-type="bibr" rid="B29"
     >Moldan et al., 2012</xref>; <xref ref-type="bibr" rid="B31">Muñoz-Cadena &amp;
     Estrada-Izquierdo, 2016</xref>).</p>
   <p>The concept of environmental sustainability is based on the principles of sustainable
    development, which was defined by the Brundtland Commission as “development that
    meets the needs of the present without compromising the ability of future
    generations to meet their own needs” (<xref ref-type="bibr" rid="B47">World
     Commission on Environment and Development, 1987, p. 37</xref>). Later, when the
    triple bottom line (TBL) concept was introduced, the environmental sphere began to
    arouse greater interest in the scientific and academic communities, which started to
    distinguish this concept from the social and economic spheres while recognizing the
    relationship of interdependence between them. Originally, the environmental pillar
    of sustainable development was called “environmentally responsible development”, but
    was later known as “environmentally sustainable development” before finally being
    renamed “environmental sustainability” (<xref ref-type="bibr" rid="B29">Moldan et
     al., 2012</xref>).</p>
   <p>The most widely accepted definition of environmental sustainability was introduced by
     <xref ref-type="bibr" rid="B15">Goodland (1995)</xref>, who defined it from the
    framework of “growth limits” as a development perspective that seeks to improve
    human well-being by protecting natural resources. While the issue of environmental
    sustainability has been addressed primarily by private corporations, more recently
    other types of organizations have also stepped up to the plate, environmental issues
    being a global concern. </p>
   <p>For that reason, a number of initiatives have emerged from higher education (<xref
     ref-type="bibr" rid="B44">Torres-Cabrera et al., 2015</xref>) to address the
    main environmental challenges facing the planet. Perhaps the most ambitious
    initiative so far is the Higher Education Sustainability Initiative (HESI), a global
    network established in 2012 in the run-up to the United Nations Conference on
    Sustainable Development (Rio+20). This network is led by the United Nations
    Department of Economic and Social Affairs and aims to bring together universities
    that are willing to commit to teaching sustainable development, fostering research
    and knowledge dissemination, supporting the development of green campuses and local
    sustainability initiatives, and engaging in international networks.</p>
   <p>In practice, universities are implementing strategies to improve their environmental
    sustainability performance. The Times Higher Education University Impact Rankings
     (<xref ref-type="table" rid="t1">Table 1</xref>)<italic>,</italic> which
    explores the top 100 universities for climate action, shows how top universities
    have started implementing actions to reduce greenhouse gas emissions (e.g.
    University of British Columbia), reducing the environmental footprint on campus
    (e.g. University of North Carolina at Chapel Hill), incorporating sustainability
    across the curriculum (e.g. University at Buffalo), increasing energy efficiency
    (e.g. Laval University), and involving students in climate change conversation (e.g.
    University of Waterloo) .</p>
   <p>
    <table-wrap id="t1">
     <label>Table 1</label>
     <caption>
      <title>Top ten universities leading climate action</title>
     </caption>
     <table>
      <colgroup>
       <col/>
       <col/>
       <col/>
      </colgroup>
      <thead>
       <tr>
        <th align="center">Climate Action Rank 2019</th>
        <th align="center">University</th>
        <th align="center">Country</th>
       </tr>
      </thead>
      <tbody>
       <tr>
        <td align="center">1</td>
        <td align="center">University of British Columbia</td>
        <td align="center">Canada</td>
       </tr>
       <tr>
        <td align="center">2</td>
        <td align="center">University of North Carolina at Chapel Hill</td>
        <td align="center">United States</td>
       </tr>
       <tr>
        <td align="center">3</td>
        <td align="center">University at Buffalo</td>
        <td align="center">United States</td>
       </tr>
       <tr>
        <td align="center">4</td>
        <td align="center">Laval University</td>
        <td align="center">Canada</td>
       </tr>
       <tr>
        <td align="center">5</td>
        <td align="center">University of Waterloo</td>
        <td align="center">Canada</td>
       </tr>
       <tr>
        <td align="center">6</td>
        <td align="center">Kyoto University</td>
        <td align="center">Japan</td>
       </tr>
       <tr>
        <td align="center">7</td>
        <td align="center">Newcastle University</td>
        <td align="center">United Kingdom</td>
       </tr>
       <tr>
        <td align="center">8</td>
        <td align="center">University of Southampton</td>
        <td align="center">United Kingdom</td>
       </tr>
       <tr>
        <td align="center">9</td>
        <td align="center">KTH Royal Institute of Technology</td>
        <td align="center">Sweden</td>
       </tr>
       <tr>
        <td align="center">10</td>
        <td align="center">Trinity College Dublin</td>
        <td align="center">Republic of Ireland</td>
       </tr>
      </tbody>
     </table>
     <table-wrap-foot>
      <fn id="TFN1">
       <p>Source: Own work based on <xref ref-type="bibr" rid="B43">Times
         Higher Education University Impact Rankings, 2019</xref>.</p>
      </fn>
     </table-wrap-foot>
    </table-wrap>
   </p>
   <p>Although a considerable amount of literature has been published on environmental
    sustainability in the context of higher education, no previous studies have
    investigated how this concept has evolved, and little is known about the specific
    research trends in this field. This indicates a need to identify the most
    influential topics in environmental sustainability research and the relationship
    between them. </p>
   <p>In order to gain a comprehensive overview of the topic, we employed bibliometric
    network techniques, aiming to analyze the dynamic nature and patterns of
    relationships in bibliographic data. Networks are determined based on relationships
    identified using techniques such as keyword co-occurrence relations or co-authorship
    relations (<xref ref-type="bibr" rid="B50">Yoo et al., 2019</xref>). This study, in
    particular, employs a keyword co-occurrence analysis.</p>
   <p>The importance of identifying the most influential topics in university environmental
    sustainability studies lies in the possibility of contributing to strengthening
    lines of research in higher education institutions, associating them with key
    elements of approaches that regard universities as complex social organizations
     (<xref ref-type="bibr" rid="B39">Sánchez et al., 2018</xref>).</p>
  </sec>
  <sec sec-type="methods">
   <title>II. Methods</title>
   <sec>
    <title>2.1 Data Collection</title>
    <p>We conducted a search in the Scopus electronic database. We chose the Scopus
     database because it is considered the largest citation database of peer-reviewed
     literature (<xref ref-type="bibr" rid="B1">Aldieri et al., 2019</xref>; 2018;
      <xref ref-type="bibr" rid="B37">Randhawa et al., 2016</xref>). The following
     combination of keywords was used: “environmental sustainability” AND
     (“universit*” OR “higher education” OR “tertiary education” OR
     “post-secondary”). The environmental sustainability search was conducted in the
     titles, abstracts and keywords of articles while the terms related to higher
     education were searched only in titles, in order to avoid bias caused by
     authors’ institutional affiliation. As supported by <xref ref-type="bibr"
      rid="B35">Raban and Gordon (2020)</xref>, we believe that searching in
     titles can provide a reasonable and representative sample of the field of
     study.</p>
    <p>Initially, we retrieved 191 publications, from which we selected only those
     documents published between 1989 and 2019. Then we further restricted the sample
     to include only scientific articles - on the basis that they have clearer
     peer-reviewed procedures - that were published in English. The final sample
     comprised 105 articles (<xref ref-type="table" rid="t2">Table 2</xref>). The
     reference information of the publications was imported to Mendeley and
     downloaded in CVS format, as required by VOSviewer, the tool used to analyze and
     visualize bibliometric networks.</p>
    <p>
     <table-wrap id="t2">
      <label>Table 2</label>
      <caption>
       <title>Study identification</title>
      </caption>
      <table>
       <colgroup>
        <col/>
        <col/>
       </colgroup>
       <thead>
        <tr>
         <th align="center">Stage</th>
         <th align="center">Number of publications retrieved</th>
        </tr>
       </thead>
       <tbody>
        <tr>
         <td align="center">Initial search in Scopus</td>
         <td align="center">191</td>
        </tr>
        <tr>
         <td align="center">Year of publication: &lt;=2019</td>
         <td align="center">184</td>
        </tr>
        <tr>
         <td align="center">Type of publication: Article</td>
         <td align="center">111</td>
        </tr>
        <tr>
         <td align="center">Language: English</td>
         <td align="center">105</td>
        </tr>
       </tbody>
      </table>
      <table-wrap-foot>
       <fn id="TFN2">
        <p>Source: Own work based on search conducted in Scopus.</p>
       </fn>
      </table-wrap-foot>
     </table-wrap>
    </p>
   </sec>
   <sec>
    <title>2.2 Data Analysis</title>
    <p>To analyze the publications retrieved, we followed the same procedure performed
     by <xref ref-type="bibr" rid="B9">Dias et al. (2019)</xref> and <xref
      ref-type="bibr" rid="B42">Terán-Yépez et al. (2020)</xref> to analyze
     scientific publications. Firstly, we present a descriptive analysis of the
     results, analyzing the number of articles by year of publication and determining
     the leading journals and most productive countries.</p>
    <p>Secondly, we performed a keyword co-occurrence analysis in order to identify the
     key research themes from 1989 to 2019. This type of analysis is also known as
     keyword network analysis or co-word network analysis. To analyze keyword network
     structures, items and ties (links) must be identified. Items are the individual
     components - in our case, the keywords provided by authors - while ties are the
     interrelationships among the components (keyword co-occurrences) (<xref
      ref-type="bibr" rid="B50">Yoo et al., 2019</xref>). Items and ties together
     constitute a network. </p>
    <p>Furthermore, between items there can be no more than one link. Each link has a
     positive numerical value called <italic>strength</italic>. The higher this
     value, the stronger the link (<xref ref-type="bibr" rid="B45">Van Eck &amp;
      Waltman, 2017</xref>). The strength indicates, for instance, the number of
     publications in which two terms or keywords occur together. In short, a network
     is a set of items together with the links between the items. A set of items can
     form clusters. In VOSviewer an item may belong to only one cluster, with
     clusters labeled using cluster numbers.</p>
    <p>To visualize a cluster in a map, we have to consider the
     ﻿<italic>weight</italic>, which ﻿indicates the importance of the item. ﻿Items
     with a higher weight are considered more important than an item with a lower
     weight. In a keyword co-occurrence map, items with a higher weight are shown
     more prominently and the color of an item is determined by the cluster to which
     it belongs. The weight of the item also determines the size of the label and the
     circle of an item (<xref ref-type="bibr" rid="B45">Van Eck &amp; Waltman,
      2017</xref>).</p>
    <p>Additionally, we performed a bibliometric analysis called bibliographic coupling
     to select the articles that were content-analyzed. This method is an effective
     way to group literature trends graphically based on the co-occurrence of
     references between two documents. A bibliographic coupling analysis is a
     citation method that allows researchers to evaluate the degree of similarity
     between two documents, based on the co-occurrence of their references. The main
     advantage of this technique, when compared with co-citation or direct citation
     methods, is that it allows recently published articles to be included (<xref
      ref-type="bibr" rid="B23">Lerena et al., 2019</xref>).</p>
    <p>Each article was then read in full and categorized into a cluster according to
     the topic addressed and the subject of discussion. Thus, cluster 1 includes 12
     documents, cluster 2 includes 11 articles, and cluster 3 includes 9 studies. The
     full-text analysis of the articles in Atlas.ti enabled a broader discussion of
     the contributions of each study and the similarity between studies.</p>
   </sec>
  </sec>
  <sec sec-type="results">
   <title>III. Results</title>
   <sec>
    <title>3.1 Evolution of Scientific Production</title>
    <p>A review of scientific production provides insight into the evolution of the
     literature of any field of research (<xref ref-type="bibr" rid="B21">Iturralde
      et al., 2017</xref>; <xref ref-type="bibr" rid="B32">Navarro et al.,
      2017</xref>; <xref ref-type="bibr" rid="B42">Terán-Yépez et al.,
     2020</xref>). In that sense, in this first subsection we present descriptive
     results on the number of articles published by year and determine the leading
     journals and most productive countries.</p>
    <p>
     <xref ref-type="fig" rid="f1">Figure 1</xref> shows the number of articles on
     university environmental sustainability published between 1989 and 2019. Two
     main periods can be identified: the first from 1994 to 2011, when on average 1.3
     articles were published per year, and a second period, between 2012 and 2019,
     when this figure jumps to an average of 10 articles. We note that the number of
     articles about environmental sustainability in the context of higher education
     has increased sharply in the last five years (<xref ref-type="fig" rid="f1"
      >Figure 1</xref>). This is due to increased attention given to serious
     environmental concerns and the pressure that universities face to implement
     institutional policies to meet these challenges.</p>
    <p>
     <fig id="f1">
      <label>Figure 1</label>
      <caption>
       <title>Number of articles published by year</title>
      </caption>
      <graphic xlink:href="1607-4041-redie-23-e09-gf1.png"/>
     </fig>
    </p>
    <p>On the other hand, results show that most articles concern the areas of social
     sciences; environmental science; energy; and business, management and
     accounting. These four areas make up 79% of publications. Moreover, the leading
     journals in university environmental sustainability research are the Journal of
     Cleaner Production, the International Journal of Sustainability in Higher
     Education, and Sustainability (<xref ref-type="table" rid="t3">Table 3</xref>). </p>
    <p>The first of these journals covers topics such as sustainable consumption,
     environmental and sustainability assessment, and education for sustainable
     development. The second has a clear focus on new advances in sustainability in a
     higher education context, including topics such as curricular innovation,
     energy, water, recycling, and waste management. The journal Sustainability,
     meanwhile, focuses specifically on research on challenges relating to
     sustainability and socioeconomic, scientific and integrated approaches to
     sustainable development.</p>
    <p>
     <table-wrap id="t3">
      <label>Table 3</label>
      <caption>
       <title>The top 10 most productive journals</title>
      </caption>
      <table>
       <colgroup>
        <col/>
        <col/>
       </colgroup>
       <thead>
        <tr>
         <th align="center">Journal name</th>
         <th align="center">Number of articles</th>
        </tr>
       </thead>
       <tbody>
        <tr>
         <td align="center">Journal of Cleaner Production</td>
         <td align="center">15</td>
        </tr>
        <tr>
         <td align="center">International Journal of Sustainability in
          Higher Education</td>
         <td align="center">13</td>
        </tr>
        <tr>
         <td align="center">Sustainability</td>
         <td align="center">6</td>
        </tr>
        <tr>
         <td align="center">Environmental Education Research</td>
         <td align="center">4</td>
        </tr>
        <tr>
         <td align="center">Higher Education Policy</td>
         <td align="center">3</td>
        </tr>
        <tr>
         <td align="center">Resources, Conservation and Recycling</td>
         <td align="center">3</td>
        </tr>
        <tr>
         <td align="center">Environmental Engineering and Management
          Journal</td>
         <td align="center">2</td>
        </tr>
        <tr>
         <td align="center">Local Environment</td>
         <td align="center">2</td>
        </tr>
        <tr>
         <td align="center">Waste Management</td>
         <td align="center">2</td>
        </tr>
        <tr>
         <td align="center">American Journal of Economics and
          Sociology</td>
         <td align="center">1</td>
        </tr>
       </tbody>
      </table>
     </table-wrap>
    </p>
    <p>The United States accounts for the highest share of publications on environmental
     sustainability in higher education (30.1%), followed by the United Kingdom and
     Australia. Only one Latin American country, Brazil, appears in the list of
     leading countries (<xref ref-type="table" rid="t4">Table 4</xref>). </p>
    <p>
     <table-wrap id="t4">
      <label>Table 4</label>
      <caption>
       <title>Scientific publications by country</title>
      </caption>
      <table>
       <colgroup>
        <col/>
        <col/>
        <col/>
       </colgroup>
       <thead>
        <tr>
         <th align="center">Country/Territory</th>
         <th align="center">Documents</th>
         <th align="center">%</th>
        </tr>
       </thead>
       <tbody>
        <tr>
         <td align="center">United States</td>
         <td align="center">23</td>
         <td align="center">21.9</td>
        </tr>
        <tr>
         <td align="center">United Kingdom</td>
         <td align="center">16</td>
         <td align="center">15.2</td>
        </tr>
        <tr>
         <td align="center">Australia</td>
         <td align="center">14</td>
         <td align="center">13.3</td>
        </tr>
        <tr>
         <td align="center">Canada</td>
         <td align="center">8</td>
         <td align="center">7.6</td>
        </tr>
        <tr>
         <td align="center">Spain</td>
         <td align="center">8</td>
         <td align="center">7.6</td>
        </tr>
        <tr>
         <td align="center">Brazil</td>
         <td align="center">5</td>
         <td align="center">4.8</td>
        </tr>
       </tbody>
      </table>
      <table-wrap-foot>
       <fn id="TFN3">
        <p>Source: Own work based on Scopus search.</p>
       </fn>
      </table-wrap-foot>
     </table-wrap>
    </p>
   </sec>
   <sec>
    <title>3.2 Influential Keywords in University Environmental Sustainability
     Research</title>
    <p>A keyword co-occurrence analysis was performed in order to identify the main
     topics in environmental sustainability research in a higher education context.
     We selected a threshold of 6 occurrences, which left 24 keywords. They keyword
     “article”, which has no clear meaning, was then excluded from the network, and
     thus ultimately the 23 most relevant terms were extracted (<xref
      ref-type="table" rid="t5">Table 5</xref>). This resulted in a map of
     associations between terms and their relationships in thematic clusters (<xref
      ref-type="bibr" rid="B9">Dias et al., 2019</xref>). Three thematic areas
     were identified: environmental education, environmental sustainability
     integration, and environmental protection.</p>
    <p>
     <table-wrap id="t5">
      <label>Table 5</label>
      <caption>
       <title>Cluster analysis</title>
      </caption>
      <table>
       <colgroup>
        <col/>
        <col/>
        <col/>
        <col/>
        <col/>
       </colgroup>
       <thead>
        <tr>
         <th align="center">Cluster</th>
         <th align="center">Item</th>
         <th align="center">Links</th>
         <th align="center">Strength</th>
         <th align="center">Occurrences</th>
        </tr>
       </thead>
       <tbody>
        <tr>
         <td align="center" rowspan="9">1</td>
         <td align="center">Higher education</td>
         <td align="center">22</td>
         <td align="center">22.00</td>
         <td align="center">23</td>
        </tr>
        <tr>
         <td align="center">Sustainability</td>
         <td align="center">22</td>
         <td align="center">36.00</td>
         <td align="center">43</td>
        </tr>
        <tr>
         <td align="center">University sector</td>
         <td align="center">22</td>
         <td align="center">18.00</td>
         <td align="center">18</td>
        </tr>
        <tr>
         <td align="center">Student</td>
         <td align="center">20</td>
         <td align="center">8.00</td>
         <td align="center">8</td>
        </tr>
        <tr>
         <td align="center">United States</td>
         <td align="center">20</td>
         <td align="center">6.00</td>
         <td align="center">7</td>
        </tr>
        <tr>
         <td align="center">Environmental education</td>
         <td align="center">18</td>
         <td align="center">9.00</td>
         <td align="center">9</td>
        </tr>
        <tr>
         <td align="center">Canada</td>
         <td align="center">14</td>
         <td align="center">6.00</td>
         <td align="center">6</td>
        </tr>
        <tr>
         <td align="center">Climate change</td>
         <td align="center">11</td>
         <td align="center">7.00</td>
         <td align="center">7</td>
        </tr>
        <tr>
         <td align="center">Curriculum</td>
         <td align="center">9</td>
         <td align="center">6.00</td>
         <td align="center">7</td>
        </tr>
        <tr>
         <td align="center" rowspan="8">2</td>
         <td align="center">Environmental sustainability</td>
         <td align="center">21</td>
         <td align="center">28.00</td>
         <td align="center">36</td>
        </tr>
        <tr>
         <td align="center">University</td>
         <td align="center">20</td>
         <td align="center">15.00</td>
         <td align="center">18</td>
        </tr>
        <tr>
         <td align="center">Environmental management</td>
         <td align="center">19</td>
         <td align="center">8.00</td>
         <td align="center">8</td>
        </tr>
        <tr>
         <td align="center">Universities</td>
         <td align="center">19</td>
         <td align="center">13.00</td>
         <td align="center">13</td>
        </tr>
        <tr>
         <td align="center">Education</td>
         <td align="center">18</td>
         <td align="center">12.00</td>
         <td align="center">12</td>
        </tr>
        <tr>
         <td align="center">Recycling</td>
         <td align="center">18</td>
         <td align="center">9.00</td>
         <td align="center">9</td>
        </tr>
        <tr>
         <td align="center">Waste management</td>
         <td align="center">18</td>
         <td align="center">8.00</td>
         <td align="center">8</td>
        </tr>
        <tr>
         <td align="center">Human</td>
         <td align="center">17</td>
         <td align="center">6.00</td>
         <td align="center">6</td>
        </tr>
        <tr>
         <td align="center" rowspan="6">3</td>
         <td align="center">Sustainable development</td>
         <td align="center">22</td>
         <td align="center">29.00</td>
         <td align="center">32</td>
        </tr>
        <tr>
         <td align="center">Environmental protection</td>
         <td align="center">20</td>
         <td align="center">8.00</td>
         <td align="center">8</td>
        </tr>
        <tr>
         <td align="center">Environment</td>
         <td align="center">19</td>
         <td align="center">7.00</td>
         <td align="center">7</td>
        </tr>
        <tr>
         <td align="center">Environmental impact</td>
         <td align="center">19</td>
         <td align="center">9.00</td>
         <td align="center">9</td>
        </tr>
        <tr>
         <td align="center">Students</td>
         <td align="center">19</td>
         <td align="center">8.00</td>
         <td align="center">9</td>
        </tr>
        <tr>
         <td align="center">Surveys</td>
         <td align="center">15</td>
         <td align="center">6.00</td>
         <td align="center">6</td>
        </tr>
       </tbody>
      </table>
      <table-wrap-foot>
       <fn id="TFN4">
        <p>Source: Own work based on keyword clustering.</p>
       </fn>
      </table-wrap-foot>
     </table-wrap>
    </p>
    <p>The whole keyword co-occurrence network is represented in the following map
      (<xref ref-type="fig" rid="f2">Figure 2</xref>):</p>
    <p>
     <fig id="f2">
      <label>Figure 2</label>
      <caption>
       <title>Keyword co-occurrence map</title>
      </caption>
      <graphic xlink:href="1607-4041-redie-23-e09-gf2.png"/>
     </fig>
    </p>
   </sec>
  </sec>
  <sec sec-type="discussion">
   <title>IV. Discussion</title>
   <p>This study aimed to identify the most influential topics in university environmental
    sustainability research and the relationship between them. We were able to identify
    23 core keywords, which resulted in a map of associations between the terms in
    thematic clusters. We found at least three major areas supporting environmental
    sustainability research in universities. </p>
   <sec>
    <title>4.1 Environmental Education</title>
    <p>Sustainability education is becoming one of the main missions of universities.
     Higher education institutions are making increasing efforts in terms of
     learning, research and operations with the aim of educating for sustainability
      (<xref ref-type="bibr" rid="B7">Cortese &amp; Hattan, 2010</xref>). However,
     in practice, these efforts do not always produce the expected results because
     students and graduates know little about how to align their personal and
     professional goals with environmental sustainability (<xref ref-type="bibr"
      rid="B7">Cortese &amp; Hattan, 2010</xref>).</p>
    <p>The first cluster of this study focuses on curriculum, environmental education,
     and education for sustainable development. In a study that set out to determine
     how to promote environmental education for sustainable development by linking
     higher education and non-governmental organizations (NGOs), <xref
      ref-type="bibr" rid="B17">Haigh (2006)</xref> draws our attention to the
     fact that environmental sustainability education is not only a curricular issue.
     According to <xref ref-type="bibr" rid="B5">Christie et al. (2015)</xref>, most
     efforts by universities in environmental sustainability education have focused
     on management and operations rather than teaching and learning. This may be due
     to the fact that in many cases, environmental sustainability on campus has been
     motivated by financial incentives or regulatory pressure (<xref ref-type="bibr"
      rid="B5">Christie et al., 2015</xref>). </p>
    <p>Environmental education can be beneficial to sustainable development when it is
     addressed as a process that goes beyond classrooms and is not restricted to
     formal education, and when it becomes a lifelong process that is not simply
     limited to the understanding of environmental sustainability issues. Therefore,
     the main challenge for environmental sustainability education is pushing the
     boundaries of formal academic education and achieving an impact on the
     environmental awareness of not just all students, but all people (<xref
      ref-type="bibr" rid="B17">Haigh, 2006</xref>). Effective practices, for
     example, include enabling students to conduct research on global problems, case
     studies, and current sustainability decisions, so that they stay up-to-date in
     the face of an ever-changing world (<xref ref-type="bibr" rid="B10">Dmochowski
      et al., 2016</xref>). However, when designing strategies, it is important to
     consider that students may have different socioeconomic, cultural and ethical
     backgrounds and different academic performance, which may condition their
     expectations in terms of learning environmental sustainability (<xref
      ref-type="bibr" rid="B13">Foster, 2010</xref>). In the case of teachers, it
     is important to constantly motivate them to think about their courses and their
     relationship with sustainability. It is also important to promote collaboration
     with other teachers and the exchange of academic texts to improve teaching
     practice (<xref ref-type="bibr" rid="B10">Dmochowski et al., 2016</xref>).</p>
    <p>Other authors like <xref ref-type="bibr" rid="B6">Clark et al. (2011)</xref>
     analyze the purpose and design of environmental programs. They point out that
     often these programs fail in their aim to develop training activities with
     students to enhance their abilities as problem solvers due to three weaknesses:
     1) a lack of clarity about the core goals of environmental programs, leading the
     participants to replace them with goals that may not be relevant; 2) the poor
     alignment of multiple academic disciplines into environmental programs, due to
     ineffective frameworks and communication; 3) a diverse array of perspectives,
     pedagogies, methodologies, and courses, which makes it even more difficult for
     students to acquire, integrate and apply knowledge about environmental
     issues.</p>
    <p>
     <xref ref-type="bibr" rid="B34">Pesonen (2003)</xref> emphasizes the importance
     of including environmental aspects not only at the undergraduate level but also
     higher levels of training like master's degrees. For example, for a corporate
     environmental management course, <xref ref-type="bibr" rid="B34">Pesonen
      (2003)</xref> argues that it is important to consider at least three
     components: 1) identifying the environmental impacts of organizations and
     products; 2) environmental impact management; and 3) creation of
     eco-competitiveness. Thus, as can be seen, in this cluster, curricular issues
     are one of the main topics addressed. In the same vein, <xref ref-type="bibr"
      rid="B18">Hurlimann (2009)</xref>, referring specifically to disciplines
     such as urban planning, maintains that students wish to be trained in at least
     the following aspects: open space planning, sustainable transportation planning,
     energy efficiency, and environmental systems. Paradoxically, students consider
     that the climate change adaptation and mitigation teaching they receive is
     inadequate, which points to a need for increased awareness-raising given that
     mitigation and adaptation are two fundamental pillars for tackling climate
     change.</p>
    <p>Finally, other articles selected for analysis in this cluster focus on the
     conceptualization or operationalization of sustainability in the context of
     higher education. <xref ref-type="bibr" rid="B2">Aleixo et al. (2018)</xref>
     stress that sustainability in universities can be developed from different
     areas: campus operations, community engagement, institutional frameworks,
     on-campus experiences, research, education, and assessment and reporting. For
      <xref ref-type="bibr" rid="B28">Marta et al. (2018)</xref>, the integration
     of leaders, faculty, administrative staff, students and external stakeholders
     should be a fundamental part of any university environmental sustainability
     strategy. On the other hand, <xref ref-type="bibr" rid="B49">Wright and Wilton
      (2012)</xref> found, in a sample of facilities management directors, that
     the term environmental sustainability is generally associated with minimal
     impact generation on the environment and reduced use of natural resources.
     Understanding how sustainability is conceptualized by members of the university
     community is an early stage in all institutional policy-making processes,
     because this term can take on different meanings depending on the context and
     the person (<xref ref-type="bibr" rid="B49">Wright &amp; Wilton,
     2012</xref>).</p>
   </sec>
   <sec>
    <title>4.2 Environmental Sustainability Integration</title>
    <p>Cluster 2 involves the main concept of this study (environmental sustainability)
     as well as terms related to recycling and waste management in the higher
     education context. The articles in this cluster have been critically analyzed in
     order to identify the most discussed aspects surrounding the integration of
     environmental sustainability into higher education institutions. We wish to
     start by noting that the integration of environmental sustainability into higher
     education responds to institutional pressures (<xref ref-type="bibr" rid="B48"
      >Wright, 2002</xref>). </p>
    <p>It could be said that the interest in integrating environmental concerns into
     universities stems from principles, initiatives and statements such as the
     Stockholm Declaration on the Human Environment (1977), the Ninth International
     Association of Universities Round Table: The Kyoto Declaration (1993) or the
     International Conference on Environment and Society-Education and Public
     Awareness for Sustainability: Declaration of Thessaloniki (1997) (<xref
      ref-type="bibr" rid="B48">Wright, 2002</xref>), which have led universities
     to adopt strategies to contribute to major global issues. However, universities
     sometimes adhere to these initiatives only for public relations purposes and not
     out of a genuine interest in environmental sustainability (<xref ref-type="bibr"
      rid="B48">Wright, 2002</xref>). </p>
    <p>Supporting the arguments of <xref ref-type="bibr" rid="B48">Wright (2002)</xref>,
      <xref ref-type="bibr" rid="B36">Ralph and Stubbs (2014)</xref> maintain that
     while it is important that universities adhere to international initiatives, in
     most cases these initiatives fail to become effective actions, resulting in few
     systemic transformations. For instance, according to <xref ref-type="bibr"
      rid="B36">Ralph and Stubbs (2014)</xref>, universities have so far focused
     on recognizing the impact of energy use or waste generated, thus increasing the
     number of universities concerned with reducing the ecological footprint of their
     campuses, but which experience serious difficulties in the development of
     “green” curricula. This has some impact on campus operations but achieves little
     progress in environmental sustainability in intellectual and conceptual terms
      (<xref ref-type="bibr" rid="B52">Zen et al., 2016</xref>). At the same time,
     the number of universities reporting their actions on initiatives like Global
     Compact grows at a slower pace than the number of commercial businesses
     does.</p>
    <p>By this we do not mean that sustainable campus strategies are inadequate. On the
     contrary, sustainable campuses are a policy widely adopted by universities, but
     they are not, <italic>per se</italic>, a guarantee of environmental
     sustainability. Environmental sustainability is about much more: students,
     teachers and administrative staff are required to engage in real problems and
     actively engage in generating solutions (<xref ref-type="bibr" rid="B11">Filho
      et al., 2017</xref>). As <xref ref-type="bibr" rid="B11">Filho et al.
      (2017)</xref> suggest, there is a need to go beyond the mere dissemination
     of information; if you really hope to change attitudes and behaviors, it is
     important to engage the community, reform curricula, and determine governance
     mechanisms.</p>
    <p>Also in reference to barriers to the integration of environmental sustainability,
     but adopting a micro-perspective, <xref ref-type="bibr" rid="B25">Lozano
      (2006)</xref> analyzes the reasons why sustainability has not really been
     incorporated and implemented throughout most universities across the world.
      <xref ref-type="bibr" rid="B25">Lozano (2006)</xref> argues that the poor
     adoption of environmental sustainability initiatives by university institutions
     is largely due to individual barriers associated with resistance to change, and
     posits at least three barriers that make it difficult to integrate environmental
     sustainability into universities. The first relates to resistance to the idea
     itself, that is, resistance generated by the lack of information or the lack of
     a clear statement on the subject or because we disagree with the idea. The
     second barrier relates to a sense of loss of control, power, or status, which
     can lead to feelings of incapacity. The third type of barrier is associated with
     values: for example, the person may be aware that change is necessary, but
     disagrees as a result of cultural differences or religious, sexual or other
     beliefs.</p>
    <p>Faced with the problem of a lack of real commitment from universities in adopting
     environmental sustainability strategies, <xref ref-type="bibr" rid="B12">Filho
      et al. (2015)</xref> suggest that the main concern for universities
     discussing environmental sustainability should be how to translate
     sustainability into real practices that transform society. According to <xref
      ref-type="bibr" rid="B12">Filho et al. (2015)</xref>, universities could
     make a real impact if they are able to develop holistic approaches that include
     strategies related to curriculum, the campus, the community, and research.
     However, although this is an internal issue for universities, it should be well
     understood that environmental sustainability issues require interdisciplinary
     solutions developed with multiple external stakeholders.</p>
    <p>Finally, this cluster includes five case studies that describe the experiences of
     university institutions in environmental sustainability. Case studies are a
     research design that offers a deeper insight into the research phenomenon. One
     of the case studies (<xref ref-type="bibr" rid="B53">Zhang et al., 2011</xref>)
     highlights how sustainable waste management has positioned the University of
     Southampton as one of the leading universities in environmental sustainability.
     In a similar way to <xref ref-type="bibr" rid="B25">Lozano (2006)</xref>, <xref
      ref-type="bibr" rid="B53">Zhang et al. (2011)</xref> found that resistance
     to change is one of the most recurrent barriers and has been the biggest
     obstacle to developing sustainability projects. Despite this, the university's
     success in implementing its sustainability strategy was largely due to the
     integration of students through both traditional and creative methods, thereby
     making them think for themselves about how and why they should care about
     recycling.</p>
    <p>Another case study focuses on Michigan State University students and shows that
     the student community is aware of the benefits of recycling, but lacks
     sufficient knowledge about which materials can be recycled and where (<xref
      ref-type="bibr" rid="B22">Kaplowitz et al., 2009</xref>). However, overall
     the results of the study are not negative; on the contrary, they suggest that
     students may be very interested in learning about the recycling process and that
     sustainability policymakers should conduct communication campaigns that do much
     more than just explain the reasons for recycling. </p>
    <p>The third case study describes a project to examine the environmental and
     economic impacts of composters at Kean University (<xref ref-type="bibr"
      rid="B30">Mu et al., 2016</xref>). This space has helped students to gain
     familiarity with and relate to sustainable technologies and real environmental
     problems. The fourth case study focuses on building a culture of environmental
     sustainability at the University of Michigan (UM) (<xref ref-type="bibr"
      rid="B24">Levy &amp; Marans, 2012</xref>). The practical recommendations put
     forward by the authors to promote the development of pro-environmental behaviors
     revolve around three main dimensions: education (through online tutorials,
     certified courses for managers and staff, training courses for teachers on how
     to integrate sustainability into curricula); engagement (open calls for ideas,
     competitions on recycling or energy use, provision of funds); and evaluation and
     monitoring (development of indicators, promotion of a culture of measurement and
     reporting of environmental performance).</p>
    <p>The fifth and final case study focuses on Vytautas Magnus University (VMU),
     Lithuania, and highlights the role of this institution in the development of
     environmental sustainability policies, internally (as an organization) and
     externally (as an agent of the region) (<xref ref-type="bibr" rid="B8">Dagiliūtė
      &amp; Liobikienė, 2015</xref>). The authors conclude that universities,
     through sustainable policy, research, curriculum, and their role in the region,
     can have a significant impact on society, stressing, as we mentioned at the
     beginning of this discussion, that each university is under ever greater
     national and international pressure to engage in more profound environmental
     sustainability actions.</p>
   </sec>
   <sec>
    <title>4.3 Environmental Protection</title>
    <p>How to lead people to adopt pro-environmental behaviors? This question serves as
     a basis for several articles in this cluster. Environmental awareness, in the
     words of <xref ref-type="bibr" rid="B41">Talay et al. (2004)</xref>, is defined
     as care, concern, and sensitivity to environmental problems. However, just being
     conscious is not enough; saving the planet requires that people adopt more
     rational consumption habits and a lifestyle based on environmental protection.
     The problem in the case of developing countries, as explained by <xref
      ref-type="bibr" rid="B41">Talay et al. (2004)</xref>, is that it becomes
     difficult to change behaviors and attitudes towards the environment in contexts
     where people are struggling just to survive and therefore find it harder to give
     any thought to environmentally sustainable habits.</p>
    <p>
     <xref ref-type="bibr" rid="B51">Yuan et al. (2013)</xref> report that students
     are more aware of sustainability issues than their parents and faculty members.
     However, all three groups seem to be more aware of global or local environmental
     issues than university environmental concerns. <xref ref-type="bibr" rid="B51"
      >Yuan et al. (2013)</xref> analyzed environmental sustainability,
     sustainable curricula, staff development and rewards, research and development,
     student opportunities, awareness of management systems, and social
     responsibility. </p>
    <p>While promoting environmental behaviors is an arduous task due to an often
     muddled understanding of the concept of &quot;sustainability&quot; in the
     curriculum, research and campus operations context (<xref ref-type="bibr"
      rid="B27">Mader, 2013</xref>), the difficulty of addressing the problem of
     environmental protection should not deter us from seeking to do so. For this
     reason, universities, as educational and life-training centers, play a
     fundamental role in safeguarding the planet. In that sense, <xref
      ref-type="bibr" rid="B16">Grady-Benson and Sarathy (2016)</xref> point to a
     shift from individual environmental responsibility to collective mobilization,
     whereas in the second cluster of this study, most authors described the
     development of individual actions, from a university as an organization or
     institution, to reduce the carbon footprint. What Grady-Benson and Sarathy
     (2016) suggest is for students to act collectively on campus and join national
     movements to tackle climate policies that compromise the well-being of the
     planet.</p>
    <p>To achieve collective mobilization, for <xref ref-type="bibr" rid="B16"
      >Grady-Benson and Sarathy (2016)</xref>, first it is necessary to understand
     how students perceive environmental problems. For this reason, one of the main
     contributions by <xref ref-type="bibr" rid="B4">Campbell-Arvai (2015)</xref> in
     relation to the promotion of environmentally responsible habits to prevent food
     waste in universities is a three-strategy approach: 1) conducting campus-wide
     campaigns that call on students to assess their food choices and environmental
     impacts; 2) university executives should make efforts to purchase food with
     little environmental impact in terms of plastic or non-organic waste, for
     example; and 3) developing environmentally friendly interventions to promote
     healthy habits and pro-environmental and pro-social behaviors. Also, in
     reference to interventions to improve students' awareness in terms of meal
     choices, <xref ref-type="bibr" rid="B46">Whitehair and Shanklin (2012)</xref>
     suggest using simple messages with students to introduce behavioral changes to
     address food waste.</p>
    <p>In addition, there are two studies in this cluster that are closely related
     because they mainly address reducing the environmental impact within
     universities. <xref ref-type="bibr" rid="B20">Iriarte et al. (2015)</xref>, for
     example, analyze greenhouse gas emissions at the University of Talca (Chile)
     using the Greenhouse Gas Protocol Corporate Standard (the GHG Protocol) by the
     World Resources Institute (WRI). In particular, we consider this to be a robust
     methodology that could be replicated by Latin American universities, because it
     measures direct emissions from fuel consumption and student commuting by an
     institutional bus and fugitive and indirect emissions from the organization's
     electricity consumption. <xref ref-type="bibr" rid="B26">Lukman et al.
      (2018)</xref> also set out the case of a university's environmental impact
     assessment in Slovenia, but unlike <xref ref-type="bibr" rid="B20">Iriarte et
      al. (2015)</xref>, they report the use of a life cycle assessment (LCA)
     methodology. The main dimensions proposed by this methodology are the
     construction and demolition of buildings, cleaning, heating, lighting, painting,
     materials, and waste management.</p>
    <p>Finally, <xref ref-type="bibr" rid="B38">Sáez-Martínez et al. (2014)</xref> set
     out the fundamental role of universities in achieving sustainable innovations in
     partnership with companies, researchers and citizens, among other agents, as
     part of innovation ecosystems. This is another route that universities have
     taken in recent years in order to contribute to sustainable development while
     strengthening their social and relational capital. Collaboration between
     universities and other agents to achieve sustainable innovations (i.e. circular
     economy, waste management, sustainable packaging) is much more complex than
     collaboration for traditional innovations, because environmental issues demand
     the involvement of a much larger number of agents, who may have different
     interests.</p>
   </sec>
  </sec>
  <sec sec-type="conclusions">
   <title>V. Conclusions</title>
   <p>We believe this research provides some important insights to education policymakers,
    teachers, and students, as well as university managers interested in improving
    knowledge of environmental issues in the context of higher education. First, we
    identify three major themes that can guide future research. We also believe this
    study may be of great interest to both academics and decision-makers, as it can
    serve as an input to establish thematic lines of research. </p>
   <p>Based on the results, we believe that more studies on environmental sustainability
    are required in the Latin American context, because the region is as yet
    underrepresented. We also suggest that future studies compare the environmental
    performance of universities (integration in the curriculum, carbon footprint,
    environmental impact) at the regional and country level, and that they employ large
    samples of students, teachers, administrative staff, community members and other
    stakeholders to analyze the phenomenon of environmental sustainability in the
    university context, because until now results have been chiefly based on case
    studies.</p>
   <p>We close by outlining the main limitations of our study. The first limitation relates
    to the choice of database; future studies could integrate more databases in order to
    include a larger body of literature. Secondly, this study does not engage with other
    spheres of sustainability; future research could identify how universities address
    social and economic issues, or the interaction between all these spheres, from a
    triple bottom line (TBL) perspective. The reader should also consider that the
    possible association established between the main concepts is based on a network
    analysis; future literature reviews could include an in-depth analysis of the
    literature to complement this keyword network analysis. </p>
  </sec>
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