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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">rge</journal-id>
      <journal-title-group>
        <journal-title specific-use="original">Revista Galega de Economía</journal-title>
      </journal-title-group>
      <issn pub-type="ppub">1132-2799</issn>
      <issn publication-format="electronic">2255-5951</issn>
      <publisher>
        <publisher-name>Universidade de Santiago de Compostela</publisher-name>
        <publisher-loc>
          <country>España</country>
          <email>sepinter@usc.es</email>
        </publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="art-access-id">10256</article-id>
      <article-id pub-id-type="doi">https://doi.org/10.15304/rge.34.2.10256</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Special</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Pro-environmental behavior in Costa Rica: A case study on price premiums for coffee certification</article-title>
        <trans-title-group xml:lang="gl">
          <trans-title>Comportamento pro-ambiental en Costa Rica: un estudo de caso das primas no prezo para a certificación de café</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8751-2345</contrib-id>
          <name>
            <surname>Valenciano-Salazar</surname>
            <given-names>Jorge A.</given-names>
          </name>
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          <xref ref-type="aff" rid="aff-1-10256"><sup>1</sup></xref>
          <xref ref-type="aff" rid="aff-2-10256"><sup>2</sup></xref>
          <xref ref-type="corresp" rid="corr-1-10256"><sup>a</sup></xref>
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        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6406-3305</contrib-id>
          <name>
            <surname>André</surname>
            <given-names>Francisco J.</given-names>
          </name>
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          <xref ref-type="aff" rid="aff-3-10256"><sup>3</sup></xref>
          <xref ref-type="corresp" rid="corr-2-10256"><sup>b</sup></xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7065-7348</contrib-id>
          <name>
            <surname>Soliño</surname>
            <given-names>Mario</given-names>
          </name>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
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          <xref ref-type="aff" rid="aff-4-10256"><sup>4</sup></xref>
          <xref ref-type="corresp" rid="corr-3-10256"><sup>c</sup></xref>
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        <aff id="aff-1-10256">
          <label><sup>1</sup></label>
          <institution content-type="original">Escuela de Economía. Universidad Nacional</institution>
          <institution content-type="orgname">Universidad Nacional</institution>
          <institution content-type="orgdiv1">Escuela de Economía</institution>
          <country country="CR">Costa Rica</country>
          <city>Heredia</city>
        </aff>
        <aff id="aff-2-10256">
          <label><sup>2</sup></label>
          <institution content-type="original">Universidad de Costa Rica</institution>
          <institution content-type="orgname">Universidad de Costa Rica</institution>
          <institution content-type="orgdiv1">Sede Occidente</institution>
          <country country="CR">Costa Rica</country>
        </aff>
        <aff id="aff-3-10256">
          <label><sup>3</sup></label>
          <institution content-type="original">Department of Economic Analysis and ICAE. Complutense University of Madrid</institution>
          <institution content-type="orgname">Complutense University of Madrid</institution>
          <institution content-type="ordgiv1">Campus de Somosaguas</institution>
          <institution content-type="ordgiv2">Department of Economic Analysis and ICAE</institution>
          <country country="ES">Spain</country>
          <addr-line><postal-code>28223</postal-code>, <city>Pozuelo de Alarcón</city></addr-line>
        </aff>
        <aff id="aff-4-10256">
          <label><sup>4</sup></label>
          <institution content-type="original">Department of Marine Ecology and Resources. Institute of Marine Research, CSIC.</institution>
          <institution content-type="orgname">Consejo Superior de Investigaciones Científicas</institution>
          <institution content-type="ordgiv1">Institute of Marine Research</institution>
          <institution content-type="ordgiv2">Department of Marine Ecology and Resources</institution>
          <country country="ES">Spain</country>
          <addr-line>C/ Eduardo Cabello 6, <postal-code>36208</postal-code>, <city>Vigo</city></addr-line>
        </aff>
      <author-notes>
        <corresp id="corr-1-10256"><sup>a</sup> <email xlink:href="jorge.valenciano.salazar@una.cr">jorge.valenciano.salazar@una.cr</email></corresp>
        <corresp id="corr-2-10256"><sup>b</sup> <email xlink:href="fandre@ucm.es">fandre@ucm.es</email></corresp>
        <corresp id="corr-3-10256"><sup>c</sup> <email xlink:href="msolino@iim.csic.es">msolino@iim.csic.es</email></corresp>
      </author-notes>
      <pub-date date-type="collection" publication-format="electronic">
        <year>2025</year>
      </pub-date>
      <pub-date date-type="pub" publication-format="electronic" iso-8601-date="2025-06-30">
        <day>30</day>
        <month>06</month>
        <year>2025</year>
      </pub-date>
      <volume>34</volume>
      <issue>2</issue>
      <elocation-id>10256</elocation-id>
      <history>
        <date date-type="received" iso-8601-date="2024-11-19">
          <day>19</day>
          <month>11</month>
          <year>2024</year>
        </date>
        <date date-type="accepted" iso-8601-date="2025-05-20">
          <day>20</day>
          <month>05</month>
          <year>2025</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Copyright © University of Santiago de Compostela</copyright-statement>
        <copyright-year>2025</copyright-year>
        <copyright-holder>University of Santiago de Compostela</copyright-holder>
        <ali:free_to_read/>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">
          <ali:license_ref>https://creativecommons.org/licenses/by-nc-nd/4.0/</ali:license_ref>
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) License</license-p>
        </license>
      </permissions>
      <abstract>
        <title>Abstract</title>
        <p>This study examines the willingness to pay (WTP) of Costa Rican consumers for certified coffee. Two marketed coffee ecolabels (Fairtrade and Carbon Neutral) are considered, as well as non-marketed environmental certification (ISO 14001) to allow for comparison. A discrete choice experiment reveals that consumers are willing to pay a significant price premium for any of these three certifications. In a context where ensure equitable and sustainable conditions in the production of agricultural goods and taking action to combat climate change by reducing greenhouse gases is imperative, our results show that certified coffee, particularly fair trade and carbon neutral coffee, receive price premiums from Costa Rican consumers. Thus, eco-labels can serve as a means of promoting more sustainable practices within the coffee value chain.</p>
      </abstract>
      <trans-abstract xml:lang="gl">
        <title>Resumo</title>
        <p>Este estudo examina a disposición para pagar (DAP) dos consumidores costarriqueños polo café certificado. Considéranse dúas ecoetiquetas de café comercializadas (<italic>Fairtrade</italic> e <italic>Carbon Neutral</italic>), así como unha certificación medioambiental non comercializada (ISO 14001) para permitir a comparación. Un experimento de elección discreta revela que os consumidores están dispostos a pagar un sobreprezo significativo por calquera destas tres certificacións. Nun contexto no que é imperativo garantir condicións equitativas e sostibles na produción de bens agrícolas e tomar medidas para combater o cambio climático mediante a redución dos gases de efecto invernadoiro, os nosos resultados mostran que o café certificado, en particular o de comercio xusto e o neutro en carbono, recibe primas de prezo por parte dos consumidores costarriqueños. Así pois, as etiquetas ecolóxicas poden servir para promover prácticas máis sostibles dentro da cadea de valor do café.</p>
      </trans-abstract>
      <kwd-group>
        <title>Keywords</title>
        <kwd>Carbon neutral</kwd>
        <kwd>Fairtrade</kwd>
        <kwd>ISO 14001</kwd>
        <kwd>Discrete choice experiment</kwd>
        <kwd>Willingness to pay (WTP)</kwd>
      </kwd-group>
      <kwd-group xml:lang="gl">
        <title>Palabras chave</title>
        <kwd>Neutralidade de carbono</kwd>
        <kwd>Comercio xusto</kwd>
        <kwd>ISO 14001</kwd>
        <kwd>Experimento de elección discreta</kwd>
        <kwd>Vontade de pago (VDP)</kwd>
      </kwd-group>
      <kwd-group kwd-group-type="code">
          <title>JEL classification</title>
          <kwd>O13</kwd>
          <kwd>Q21</kwd>
          <kwd>Q53</kwd>
        </kwd-group>
      <funding-group id="fug-1-10256">
        <award-group award-type="grant" id="awg-1-10256">
          <funding-source id="fus-1-10256">
            <institution-wrap>
              <institution>Scholarship Department of the National University of Costa Rica</institution>
            </institution-wrap>
          </funding-source>
          <award-id id="awi-1-10256">JB-C-1106-2016</award-id>
          <principal-award-recipient>
            <name>
              <surname>Valenciano</surname>
              <given-names>J. A.</given-names>
            </name>
          </principal-award-recipient>
        </award-group>
        <award-group award-type="contract" id="awg-2-10256">
          <funding-source id="fus-2-10256">
            <institution-wrap>
              <institution>Spanish Ministry of Science and Innovation</institution>
            </institution-wrap>
          </funding-source>
          <award-id id="awi-2-10256">PID2019-105517RB-I00</award-id>
          <principal-award-recipient>
            <name>
              <surname>André</surname>
              <given-names>Francisco J.</given-names>
            </name>
          </principal-award-recipient>
        </award-group>
        <funding-statement>J. A. Valenciano acknowledges support from the Scholarship Department of the National University of Costa Rica (grant JB-C-1106-2016). Francisco J. André acknowledges support from the Spanish Ministry of Science and Innovation (PID2019-105517RB-I00).</funding-statement>
      </funding-group>
      <counts>
        <fig-count count="1"/>
        <table-count count="5"/>
        <equation-count count="4"/>
        <ref-count count="62"/>
      </counts>
    </article-meta>
  </front>
  <body>
    <sec sec-type="intro" id="sec-1-10256">
      <title>1. Introduction</title>
      <p>Coffee is one of the most traded commodities worldwide. Out of all the coffee traded internationally in the world in 2023, European Union imports represented around 62% (<xref rid="ref-25-10256" ref-type="bibr">International Coffee Organization, 2025</xref>). Importantly, new European mandatory regulations on imported agricultural products, such as coffee, aim to create standards that ensure compliance with several environmental requirements during the production of agricultural goods. These requirements, which are aligned with key policy objectives such as the reduction of greenhouse gases and avoiding deforestation (see <xref rid="ref-22-10256" ref-type="bibr">Gilbert, 2024</xref>; <xref rid="ref-13-10256" ref-type="bibr">Cosimo et al., 2024</xref>, among others), impose some obligations on producing countries, such as Costa Rica, which is the focus of our study.</p>
      <p>To comply with these requirements and obligations, coffee producers often face increased costs or must redesign production processes (<xref rid="ref-28-10256" ref-type="bibr">Lee &amp; Olivares, 2024</xref>). However, firms that voluntarily adopt some social and environmental certifications tend to be more prepared to comply with the new mandatory regulations (<xref rid="ref-42-10256" ref-type="bibr">Ormazabal &amp; Sarriegi, 2014</xref>; <xref rid="ref-56-10256" ref-type="bibr">Valenciano-Salazar et al., 2022</xref>).</p>
      <p>As has often been reported in the literature, firms that implement voluntary sustainable practices can get comparative market advantages by certifying their products, or the firm itself. Environmental certifications are expected to act as signaling devices for society and, especially, for those consumers who are concerned about making more ecological purchase decisions (<xref rid="ref-19-10256" ref-type="bibr">Fuller et al. 2022</xref>; <xref rid="ref-54-10256" ref-type="bibr">Valenciano-Salazar et al, 2021a</xref>; <xref rid="ref-58-10256" ref-type="bibr">Van Loo et al., 2015</xref>).</p>
      <p>Costa Rica is an upper middle-income country recognized for the implementation of public environmental policies aimed at the protection of forests and biodiversity (<xref rid="ref-17-10256" ref-type="bibr">Flagg, 2024</xref>; <xref rid="ref-46-10256" ref-type="bibr">Sánchez-Azofeifa et al., 2007</xref>; <xref rid="ref-53-10256" ref-type="bibr">Valenciano-Salazar, 2025</xref>), as well as reducing the greenhouse gas footprint (<xref rid="ref-16-10256" ref-type="bibr">Flagg, 2018</xref>; <xref rid="ref-17-10256" ref-type="bibr">Flagg, 2024</xref>). Costa Rica has achieved some milestones, such as 98% of electric energy production from renewable sources, and 53% of land covered by forests (<xref rid="ref-51-10256" ref-type="bibr">United Nations Environment Programme, 2019</xref>). The Costa Rican government is currently devising a plan to decarbonize the economy by 2050, and the active participation of companies and consumers is essential to achieve this objective (<xref rid="ref-17-10256" ref-type="bibr">Flagg, 2024</xref>). As an example of this involvement, a Costa Rican cooperative has been the first organization worldwide that adopted a certification for carbon neutrality in coffee production, using a renowned international standard (<xref rid="ref-5-10256" ref-type="bibr">Birkenberg &amp; Birner, 2018</xref>).</p>
      <p>In emerging countries, such as Costa Rica, more and more consumers are becoming environmentally conscious and searching for more sustainable options (<xref rid="ref-1-10256" ref-type="bibr">Aguirre, 2016</xref>; <xref rid="ref-54-10256" ref-type="bibr">Valenciano-Salazar et al., 2021a</xref> and <xref rid="ref-55-10256" ref-type="bibr">2021b</xref>). Determining how much these consumers are willing to pay for environmentally certified products, such as coffee, is crucial for companies that want to ensure the profitability of the environmental investments they make. The adoption of green certifications and programs have improved the environmental performance of many Costa Rican coffee producers, as these certifications drive actions related to reducing the usage of agrochemicals (<xref rid="ref-7-10256" ref-type="bibr">Blackman &amp; Naranjo, 2012</xref>; <xref rid="ref-33-10256" ref-type="bibr">Lyngbæk et al., 2001</xref>), as well as the coffee carbon footprint (<xref rid="ref-5-10256" ref-type="bibr">Birkenberg &amp; Birner, 2018</xref>) and increasing biodiversity in farms (<xref rid="ref-10-10256" ref-type="bibr">Caudill et al., 2017</xref>). Arguably, studying whether (and how much) consumers are willing to pay for a Fairtrade Coffee (FTC), Carbon Neutral Coffee (CNC) and other related certifications will contribute to spreading the environmentally positive side effects of certified coffee and provide useful information for the sake of firms’ decisions and policy design.</p>
      <p>An additional argument to focus on the coffee sector in Costa Rica is the fact this country, apart from an important producer, also has one of the higher levels in per capita coffee consumption worldwide (<xref rid="ref-1-10256" ref-type="bibr">Aguirre, 2016</xref>). Our main research question is how much Costa Rican consumers are willing to pay for a certified coffee versus a regular one. We consider three environmental certifications, including two ecolabels (Fairtrade and Carbon Neutral) that refer to a specific product (coffee in our case) and an international standard, namely ISO 14001, that provides a framework for the environmental management system of a firm and, therefore, certifies the producer itself rather than a product. Each of these certifications entail environmental compliance standards for companies that aspire to be certified themselves or their products.</p>
      <p>As far as we know, the only study that has measured the willingness to pay (WTP) for environmentally certified coffee in Costa Rica is <xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar et al. (2021b)</xref>, which presents an open-ended contingent valuation model to elicit the WTP for ISO 14001, Fairtrade, and Carbon Neutral coffee. The present study complements and goes beyond the results in <xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar et al. (2021b)</xref> by simultaneously estimating the price premiums for all three environmental certifications using a discrete choice experiment (DCE). It is well-known that a DCE can simulate a market more realistically than the contingent valuation open-ended format (<xref rid="ref-24-10256" ref-type="bibr">Hanley et al., 2008</xref>) because respondents are faced with purchase decisions that resemble more closely their daily consumption practices. Therefore, this study provides additional and more credible estimates of Costa Ricans’ WTP for environmentally certified coffee in Costa Rica.  We are not aware of any published research that addresses the Costa Ricans’ WTP for any coffee certification using this stated preferences method.</p>
      <p>The paper is organized as follows: Section 2 presents a literature review of previous studies about consumers' WTP for certified coffee; Section 3 presents the material and methods, including data collection and econometric specification; Section 4 presents the main findings and discussion. Section 5 identifies some limitations of the study and finally, Section 6 presents the main conclusions.</p>
    </sec>
    <sec id="sec-2-10256">
      <title>2. Literature Review</title>
      <p>Voluntary environmental and social certifications can be defined as commitments adopted by firms in improving their environmental or social performance, not formally required by a regulatory agency or government (<xref rid="ref-29-10256" ref-type="bibr">Khanna, 2001</xref>; <xref rid="ref-40-10256" ref-type="bibr">OECD, 2000</xref>; <xref rid="ref-56-10256" ref-type="bibr">Valenciano-Salazar et al., 2022</xref>).</p>
      <p>Companies taking part in the coffee value chain may have different motivations to adopt environmental and social certifications. <xref rid="ref-44-10256" ref-type="bibr">Raynolds et al., (2007)</xref> argued that “<italic>coffee linked to environmental and social issues, typically called sustainable coffee, represents a key segment of the differentiated market</italic>”. Such differentiated coffee can attract conscious consumers that look at standards and labels as symbols of ethical practices in global business (<xref rid="ref-19-10256" ref-type="bibr">Fuller et al., 2022</xref>; <xref rid="ref-44-10256" ref-type="bibr">Raynolds et al., 2007</xref>). As a consequence, certified coffee producers may expect to receive price premiums in the market with respect to their non-certified competitors (<xref rid="ref-56-10256" ref-type="bibr">Valenciano-Salazar et al., 2022</xref>).</p>
      <p>An increasing number of studies have shown, in empirical terms, that consumers are willing to pay price premiums for sustainable coffee. <xref rid="taw-1-10256" ref-type="table">Table 1</xref> presents a review of the literature focused on the economic valuation of coffee certifications. For each reference, we report the country where the study was conducted, the valuation method, the sample size, the specific certifications considered and the estimated price premiums.</p>
      <p>As for the geographical scope, the references in the table reveal that most of the published studies have been conducted in high-income countries, such as Italy (<xref rid="ref-21-10256" ref-type="bibr">Gallenti et al., 2016</xref>; <xref rid="ref-35-10256" ref-type="bibr">Maietta, 2003</xref>; <xref rid="ref-45-10256" ref-type="bibr">Rotaris &amp; Danielis, 2011</xref>), Belgium (<xref rid="ref-14-10256" ref-type="bibr">De Pelsmacker et al., 2005</xref>; <xref rid="ref-34-10256" ref-type="bibr">Maaya et al., 2018</xref>), The United States of America (<xref rid="ref-18-10256" ref-type="bibr">Fuller &amp; Grebitus, 2023</xref>; <xref rid="ref-19-10256" ref-type="bibr">Fuller et al., 2022</xref>; <xref rid="ref-30-10256" ref-type="bibr">Klimas &amp; Webb, 2018</xref>; <xref rid="ref-32-10256" ref-type="bibr">Loureiro &amp; Lotade, 2005</xref>; <xref rid="ref-58-10256" ref-type="bibr">Van Loo et al., 2015</xref>), Sweden (<xref rid="ref-47-10256" ref-type="bibr">Schollenberg, 2012</xref>), Germany (<xref rid="ref-6-10256" ref-type="bibr">Birkenberg et al., 2021</xref>; <xref rid="ref-23-10256" ref-type="bibr">Grebitus et al., 2009</xref>), United Kingdom (<xref rid="ref-20-10256" ref-type="bibr">Galarraga &amp; Markandya, 2004</xref>), Spain (<xref rid="ref-37-10256" ref-type="bibr">Merbah &amp; Benito-Hernández, 2023</xref> and <xref rid="ref-38-10256" ref-type="bibr">2024</xref>) and Taiwan (<xref rid="ref-31-10256" ref-type="bibr">Liu et al., 2019</xref>). Studies of consumer’s WTP for environmental and social coffee certifications in developing countries are much scarcer and include <xref rid="ref-61-10256" ref-type="bibr">Yang et al. (2012)</xref> for China, <xref rid="ref-52-10256" ref-type="bibr">Ut-tha et al. (2021)</xref> for Thailand, and <xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar et al. (2021b)</xref> for Costa Rica.</p>
      <p>Although some papers consider more than one certification, as we do in the present paper, some of them focus on valuing one single certification, being organic and Fairtrade the most commonly addressed. There are also some studies about other labels and programs, such as Carbon Neutral, Rainforest Alliance, Shade coffee and others. The most applied valuation methods are discrete choice experiments (DCE), contingent valuation methods (CVM), hedonic prices (HP), and auctions (A).</p>
      <p>Regarding the quantitative results, there is a wide discrepancy across studies about the reported price premiums. Consider, for example, carbon-related certifications: while, <xref rid="ref-58-10256" ref-type="bibr">Van Loo et al. (2015)</xref> did not find any significant price premium for coffee with the Carbon Footprint label in United States, <xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar et al (2021b)</xref> estimated that consumers are willing to pay a price premium of $0.65  for a 250 g package of carbon-neutral certified coffee in Costa Rica and <xref rid="ref-6-10256" ref-type="bibr">Birkenberg et al. (2021)</xref> found that respondents in Germany were willing to pay €4.38/250 g package of Carbon Neutral coffee. Remarkably, some of the differences in the estimates persist even between studies that have used the same methodology or are conducted in the same country. Additional factors that may explain the dissimilarity in the consumers' WTP across studies, other than the valuation method and the geographical area, include the sampling method, sample characteristics, the number and type of considered coffee attributes, and the type of certifying institution considered.</p>
      <p>
      <table-wrap id="taw-1-10256">
        <label>Table 1</label>
        <caption>
          <title>Literature summary of consumers’ WTP for environmental and social certified coffee.</title>
        </caption>
        <table style="font-size:11pt;font-family:'Cambria';" id="tab-1-10256">
          <thead>
            <tr>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:1pt solid;"><bold>Authors</bold></th>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:1pt solid;"><bold>Country</bold></th>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:1pt solid;"><bold>Method</bold></th>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:1pt solid;"><bold>Sample</bold></th>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:1pt solid;"><bold>Certification</bold></th>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;border-top:1pt solid;"><bold>WTP</bold></th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;"><xref rid="ref-35-10256" ref-type="bibr">Maietta et al. (2003)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Italy</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">HP</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">3678</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€ 2.36/ kg.</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;"><xref rid="ref-20-10256" ref-type="bibr">Galarraga and 
              Markandya (2004)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">The U.K.</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">HP</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">228</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line">Fair Trade and 
              Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€ 0.003/ gram</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line"><xref rid="ref-14-10256" ref-type="bibr">De Pelsmacker et al. 
              (2005)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Belgium</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">808</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€ 0.19/ package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="3"><xref rid="ref-32-10256" ref-type="bibr">Loureiro and Lotad 
              (2005)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="3">Colorado, 
              The U.S.A.</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="3">CVM</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="3">284</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$16.2559 cents/lb.</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$21.64 cents/lb.</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Shade Coffee</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$20.021 cents/lb.</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;" rowspan="6"><xref rid="ref-23-10256" ref-type="bibr">Grebitus et al. 
              (2009)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="6">Germany</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="3">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="3">481</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€0.79 /500g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€1.32 /500g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line">Cause-related marketing 
              (Menschen für Menschen)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€0.13/500g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="3">A</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">47</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€0.42/500g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">55</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€0.80/500g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">57</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line">Cause-related marketing 
              (Menschen für Menschen)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€0.58/500g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line"><xref rid="ref-45-10256" ref-type="bibr">Rotaris and Danielis 
              (2011)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Italy</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">135</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€2.2/250g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;"><xref rid="ref-47-10256" ref-type="bibr">Schollenberg (2012)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Sweden</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">HP</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">21,606</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">1.381 SEK/kg.</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;"><xref rid="ref-61-10256" ref-type="bibr">Yang et al. (2012)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line">Wuhan in Hubei 
              province of China</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">CVM</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">564</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">¥ 4.5 /cup</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="4"><xref rid="ref-58-10256" ref-type="bibr">Van Loo et al. 
              (2015)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="4">Northwest 
              Arkansas, USA</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="4">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="4">81</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">USDA Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$1.16/ 12 oz package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Rainforest Alliance</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$0.84 / 12 oz package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$0.68 / 12 oz package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Carbon Footprint</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">Non-significant</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="2"><xref rid="ref-21-10256" ref-type="bibr">Gallenti et al. (2016)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="2">Friuli 
              Venezia, Italy</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="2">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="2">420</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€-4.3/250g package.</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€2.8/250g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="2"><xref rid="ref-30-10256" ref-type="bibr">Klimas and Webb 
              (2018)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="2">DePaul University 
              (Chicago, U.S.)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">CVM: Stated preference</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">988</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="2">Shade coffee</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;white-space:pre-line;">Mean $128 cents/ cup,
              Truncated mean $178 cents/ cup.</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;">CVM: Realized
              preference</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">120</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;white-space:pre-line;">Mean $39 cents/ cup,
              Truncated mean $149 cents/ cup</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="3"><xref rid="ref-34-10256" ref-type="bibr">Maaya et al. (2018)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="3">Flanders, 
              Belgium</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="3">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="3">262</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€2.1/ 250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€2.2/ 250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade and Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€1.7/ 250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="4"><xref rid="ref-31-10256" ref-type="bibr">Liu et al.  (2019)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="4">Taiwan</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="4">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="4">568</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">5.32%</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Eco-friendly</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">3.68%</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Grade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">4,09%</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Traceability</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">6.48%</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="3"><xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar 
              et al. (2021b)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="3">Costa Rica</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;" rowspan="3">CVM 
              (open-ended format)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">387</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Carbon Neutral</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$0.65/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">383</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fair Trade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$0.68/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">421</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">ISO 14001</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$0.64/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="5"><xref rid="ref-6-10256" ref-type="bibr">Birkenberg et al., 
              2021</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="5">Germany </td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="5">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="5">80</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Carbon Neutral Label</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€4.38/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Direct Trade Claims </td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€5.83/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fair Trade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€6.91/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line">Carbon Neutral and 
              Direct Trade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€8.54/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line">Carbon Neutral and 
              Fair Trade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€8.68/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;"><xref rid="ref-52-10256" ref-type="bibr">Ut-tha et al. (2021)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Thailand</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">CVM</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">500</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Sustainable coffees</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">Mean THB 272.95/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="4"><xref rid="ref-37-10256" ref-type="bibr">Merbah and Benito-
              Hernández (2023)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="4">Spain </td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="4">HP</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="4">645</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€ - 1.11/ kg.</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€ 1.17/ kg.</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Rainforest Alliance</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">Non-significant</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">UTZ</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€ 1.18/ kg. </td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="5"><xref rid="ref-19-10256" ref-type="bibr">Fuller et al. (2022)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="5">Arizona, U.S.</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="5">A</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="5">114</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line">Fair Trade and 
              USDA Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$2.57 /12oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fair Trade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$1.79 /12oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">USDA Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$2.04 /12oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;">Rainforest 
              Alliance</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$1.79 /12oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Direct Trade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">$1.71 /12oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="6"><xref rid="ref-18-10256" ref-type="bibr">Fuller and Grebitus 
              (2023)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="6">United States </td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="6">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="6">829</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fair Trade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">Mean $ 5.45/12 oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Direct Trade </td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">Mean $ 3.91/12 oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Rainforest Alliance</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">Mean $ 1.69/12 oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Organic labels</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">Mean $ 2.20/12 oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line">Fair Trade and 
              Organic</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">Mean $ 6.67/12 oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line">Direct Trade and 
              Organic </td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">Mean $ 6.22/12 oz bag</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line" rowspan="2"><xref rid="ref-38-10256" ref-type="bibr">Merbah and Benito-
              Hernández (2024)</xref></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="2">Spain</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="2">DCE</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;" rowspan="2">547</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Fairtrade</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€ 1.481/250 g package</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">UTZ Certification</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">€ 1.379/250 g package</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="twf-1-10256">
            <p>Key: DCE=discrete choice experiment, CVM=contingent valuation method, HP=hedonic prices, A=auctions, WTP: Willingness to pay.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
    </p>
    </sec>
    <sec sec-type="materials|methods" id="sec-3-10256">
      <title>3. Material and Methods</title>
      <sec id="sec-4-10256">
        <title>3.1. Data Collection</title>
        <p>This paper is a follow-up of the study by <xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar et al. (2021b)</xref> and aims to provide further evidence and refining the results in that study. <xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar et al. (2021b)</xref> used a contingent valuation with open-ended format is based on a sample of the adult Costa Rican population stratified by province and gender. The sample included 1,191 respondents. Among them, 387 individuals were asked about their WTP for a CNC, 383 were asked about their WTP by FTC and 421 had faced the question regarding coffee produced by ISO 14001 certified companies.</p>
        <p>
        <fig id="fig-1-10256">
          <label>Figure 1</label>
          <caption>
            <title>Sample selection</title>
          </caption>
          <graphic xlink:href="10256_gf1.png" position="anchor" orientation="portrait" id="gra-1-10256">
            <alt-text>Figure 1. Sample selection</alt-text>
          </graphic>
        </fig>
      </p>
        <p>The individuals who provided a valid email in the previous study (451 in total) were invited to take part in a DCE, which is the stated preferences method used in the current study. 211 of these individuals had previously faced questions regarding coffee produced by ISO 14001 certified companies, 130 about FTC, and 110 about CNC (see <xref rid="fig-1-10256" ref-type="fig">Figure 1</xref>). For our DCE, we got 112 valid answers from the first group, 56 from the second and 52 from the third.</p>
        <p><xref rid="taw-1-10256" ref-type="table">Table 2</xref> shows a summary of the main demographic characteristics of the respondents to the DCE. They are located mainly in the central provinces of Costa Rica, their household income tends to be medium and high, and show a higher level of education in regard to the reference study and the Costa Rica population. All of the DCE participants were coffee consumers or, at least, coffee buyers, as they had reported in <xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar et al. (2021b)</xref>. The questionnaire was conducted using the TickStat® online platform for discrete choice surveys.</p>
        <p>
        <table-wrap id="taw-2-10256">
          <label>Table 2</label>
          <caption>
            <title>Demographics characteristics of the respondents.</title>
          </caption>
          <table style="font-size:11pt;font-family:'Cambria';" id="tab-2-10256">
            <thead>
              <tr>
                <th style="padding:4px;text-align:both;border-top:1pt solid;" rowspan="2"/>
                <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-left:1pt solid;border-top:1pt solid;" rowspan="2"><bold>National 
                  Costa Rica
                    statistics</bold></th>
                <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-top:1pt solid;" colspan="2"><bold><xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar 
                et al. (2021b)</xref>
                n = 1191</bold></th>
                <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;white-space:pre-line;border-top:1pt solid;" colspan="2"><bold>This study
                DCE 
              n=220</bold></th>
              </tr>
              <tr>
                <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-left:1pt solid;">Mean</th>
                <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">St. Dev.</th>
                <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Mean</th>
                <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">St. Dev.</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:1pt solid;">Age (years)</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">31</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">35.03</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">13.5</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">31.41</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">10.31</td>
              </tr>
              <tr>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">Gender (1=man; 0=woman)</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.5</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.53</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.5</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.54</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">0.5</td>
              </tr>
              <tr>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:1pt solid;">University degree</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.30</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.36</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.48</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.78</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">0.41</td>
              </tr>
              <tr>
                <td style="border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;padding:0cm 0.5cm 0cm 0cm;">Province of residence (1=central; 0= coastal)</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.75</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.76</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.43</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.91</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">0.28</td>
              </tr>
              <tr>
                <td style="padding:4px;text-align:left;border-bottom:1pt solid;white-space:pre-line;" colspan="6"><italic>Monthly household income
                 quartile (in colones)</italic></td>
              </tr>
              <tr>
                <td style="border-right:1pt solid;border-bottom:1pt solid;">Less than ₡300,000 (around $528)</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;border-left:1pt solid;white-space:pre-line" rowspan="4">Annual GDP 
                  per capita 
                (current $US 
              for 2023):
              $16,942
                </td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-left:1pt solid;">0.16</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.37</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.04</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">0.20</td>
              </tr>
              <tr>
                <td style="white-space:pre-line;border-right:1pt solid;border-bottom:1pt solid;">Between ₡300,001 and ₡600,000 
                (around $529 and $1056)</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-left:1pt solid;">0.27</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.44</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.11</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">0.32</td>
              </tr>
              <tr>
                <td style="white-space:pre-line;border-right:1pt solid;border-bottom:1pt solid;">Between ₡600,001 and ₡2,000,000 
                (around $1057 and $3521)</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-left:1pt solid;">0.46</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.5</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.54</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">0.50</td>
              </tr>
              <tr>
                <td style="white-space:pre-line;border-right:1pt solid;border-bottom:1pt solid;">More than ₡2,000,001 ($3,522)</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-left:1pt solid;">0.11</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.32</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;">0.31</td>
                <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">0.46</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="twf-2-10256">
              <p>Note: For Costa Rica Statics see <xref rid="ref-26-10256" ref-type="bibr">INEC (2011)</xref>, <xref rid="ref-50-10256" ref-type="bibr">Tribunal Supremo de Elecciones de Costa Rica (2017)</xref>, <xref rid="ref-60-10256" ref-type="bibr">World Bank database (2025)</xref>, and <xref rid="ref-43-10256" ref-type="bibr">Programa Estado de la Nación (2023)</xref>.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </p>
        <p>A description of each certification was presented in the online questionnaire to remind the respondents about the main characteristics of the three certifications, including the one they have faced in the first part of the study and the two new ones. See <xref rid="taw-3-10256" ref-type="table">Table 3</xref> for an English version of this information (the one used in the survey was in Spanish).  After providing them with this information, the DCE properly started.</p>
        <p>
        <table-wrap id="taw-3-10256">
          <label>Table 3</label>
          <caption>
            <title>Characteristics of certifications shown to respondents.</title>
          </caption>
          <table style="font-size:11pt;font-family:'Cambria';" id="tab-3-10256">
            <thead>
              <tr>
                <th style="padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;padding:0cm 1cm 0cm 1cm;border-top:1pt solid;"><bold>Certification</bold></th>
                <th style="padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;border-top:1pt solid;"><bold>Characteristics</bold></th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td style="padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;white-space:pre-line;"><bold>Carbon 
                Neutral</bold></td>
                <td style="text-align:left;white-space:pre-line;border-bottom:solid 1pt;">The companies that achieve the CARBON NEUTRAL certification for 
                  the coffee they produce must reduce or compensate their carbon 
                  footprint. Carbon gas emissions that cannot be reduced must be 
                  captured in the company's private sinks or offset through the purchase 
                  of carbon credits, the revenue from which will be used to pay 
                  landowners who maintain and recover forests (<xref rid="ref-3-10256" ref-type="bibr">André &amp; Valenciano-
                  Salazar, 2022</xref>).</td>
              </tr>
              <tr>
                <td style="padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;"><bold>Fairtrade</bold></td>
                <td style="text-align:left;white-space:pre-line;border-bottom:solid 1pt;">Companies producing FAIRTRADE certified coffee must pay a fair 
                  price to the coffee producers, ensure good working conditions, gender 
                  equality and the absence of child labor. Also, Fairtrade coffee growers 
                  must use techniques that respect the environment and not use 
                  agrochemicals categorized as very toxic (<xref rid="ref-15-10256" ref-type="bibr">Fairtrade International, 
                  2024</xref>).</td>
              </tr>
              <tr>
                <td style="padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;"><bold>ISO 14001</bold></td>
                <td style="text-align:left;white-space:pre-line;border-bottom:solid 1pt;">ISO 14001 certified companies must improve their environmental 
                  behavior in the following terms: Creating and putting into operation an 
                  environmental management system, with objectives, policies and 
                  assignment of those responsible to comply with them, generating some 
                  corrective and preventive actions in order to reduce the contamination 
                  generated by the company and complying with national environmental 
                  laws (<xref rid="ref-27-10256" ref-type="bibr">ISO, 2015</xref>).</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </p>
        <p>The experiment included 6 hypothetical choice cards containing different combinations of environmental coffee certifications and prices. The choice cards were designed following a D-efficient criteria and using the Ngene® 1.2 software (<xref rid="ref-12-10256" ref-type="bibr">Choice Metrics, 2012</xref>).</p>
        <p>Each card required the respondent to choose between three hypothetical 250-gram coffee packages, including two certified coffees, each one with a certain price premium, and a regular non-certified coffee, the latter being an opt-out option without any price increment. Each of the 220 respondents faced discrete choice questions about the three certifications (not only the one he/she was asked about in the precedent study), as well as the opt-out option. The price of a 250-gram package of regular ground coffee was set as ₡1,250<sup><xref ref-type="fn" rid="fn-1-10256">1</xref></sup> (around U.S. $2.2), which was the average sale price of the best-known coffee brands in Costa Rican supermarkets (<xref rid="ref-4-10256" ref-type="bibr">Automercado, 2019</xref>; <xref rid="ref-36-10256" ref-type="bibr">Maxi Pali, 2019</xref>) in July 2017. So, implicitly, respondents were consulted about their WTP over this reference price for a certified coffee. An example of a choice card is presented in <xref rid="fig-2-10256" ref-type="fig">Figure 2</xref>.</p>
        <p>
        <fig id="fig-2-10256">
          <label>Figure 2</label>
          <caption>
            <title>Example of choice card.</title>
          </caption>
          <graphic xlink:href="10256_gf2.png" position="anchor" orientation="portrait" id="gra-2-10256">
            <alt-text>Figure 2. Example of choice card.</alt-text>
          </graphic>
        </fig>
        </p>
        <p>In addition, we included a follow-up question to detect protest responses. Specifically, there was a “why” question aimed at those respondents who always chose the non-certified coffee alternative in all the decision scenarios. There was only one person in this situation, and he/she stated that the price of the certified coffee was too high. This individual was included in the analysis.</p>
      </sec>
      <sec id="sec-5-10256">
        <title>3.2. Econometric Approach</title>
        <p>In the last decades of the 20<sup>th</sup> Century, DCE emerged as an extension of the contingent valuation method. DCE incorporates multidimensionality in the sense that consumers are allowed to simultaneously choose between alternative products with different characteristics and prices like in a real market  (<xref rid="ref-24-10256" ref-type="bibr">Hanley et al., 2008</xref>). In accordance with the Random Utility Theory (<xref rid="ref-39-10256" ref-type="bibr">McFadden, 1974</xref>), DCEs are based on the assumption that consumers choose the options that maximize their utility. The utility that consumer <italic>i</italic> (<italic>i</italic> = 1 , ..., <italic>I</italic>) gets from taking alternative <italic>j</italic> (<italic>j</italic> = 1, ..., <italic>J</italic>) in choice set <italic>t</italic> (<italic>t</italic> = 1, 2, ..., <italic>T</italic>) is given by:</p>
        <p>
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          <label>(1)</label>
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        <p>where = <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="block" id="if-1-10256"><mml:mrow><mml:msub><mml:mi>V</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>j</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>X</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>j</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> is the deterministic component of utility, <italic>X<sub>ijt</sub></italic> is a vector of observed variables related to alternative <italic>j</italic> in choice set <italic>t</italic> for individual <italic>i</italic>; <italic>&#x03B2;<sub>i</sub></italic> is a vector of structural taste parameters which characterize choices; and ε<sub>ijt</sub> is the corresponding type-I extreme value distributed random component, which is assumed to be independent of <italic>&#x03B2;</italic> and <italic>X</italic>. In our case, the <italic>X’s</italic> include four variables: the price and three dummy (1/0) variables associated to each of the three certifications under consideration (z<sub>1</sub> for CNC, z<sub>2</sub> for FTC and z<sub>3</sub> for ISO 14001).</p>
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        <p>
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        <p>
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        </disp-formula>
      </p>
        <p>The <italic>vector</italic> of parameters, in our case <italic>&#x03B2;</italic> {<italic>&#x03B2;<sub>z<sub>1</sub></sub></italic>, <italic>&#x03B2;<sub>z<sub>2</sub></sub></italic>, <italic>&#x03B2;<sub>z<sub>3</sub></sub></italic>, <italic>&#x03B2;<sub>Price</sub></italic>}, varies in the population with density <italic>ƒ</italic>(&#x03B2;|&#x03A9;), where Ω denotes the parameters of the density function. We used a Random Parameter Logit (RPL) model, which allows to introduce unobserved preference heterogeneity (<xref rid="ref-49-10256" ref-type="bibr">Train, 2009</xref>). We assume that the random parameters follow a restricted triangular distribution (<xref rid="ref-2-10256" ref-type="bibr">Alba-Patiño et al., 2024</xref>) and estimations were performed using the NLOGIT® 6.0 software. The sample mean WTP for each certification (z<sub>1</sub>, z<sub>2</sub>, z<sub>3</sub>) as well as the individual WTP is calculated using the formula:</p>
        <p>
        <disp-formula id="dif-4-10256">
          <label>(4)</label>
          <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="block" id="mml-4-10256">
            <mml:msub>
              <mml:mrow>
                <mml:mover accent="true">
                  <mml:mrow>
                    <mml:mi>WTP</mml:mi>  
                  </mml:mrow>
                  <mml:mo>‾</mml:mo>
                </mml:mover>
              </mml:mrow>
              <mml:mrow>
                <mml:msub>
                  <mml:mrow>
                    <mml:mi>z</mml:mi>
                  </mml:mrow>
                  <mml:mrow>
                    <mml:mi>j</mml:mi>
                  </mml:mrow>
                </mml:msub>
              </mml:mrow>
            </mml:msub>
            <mml:mo>=</mml:mo>
            <mml:mfrac>
              <mml:mrow>
                <mml:mo>-</mml:mo>
                <mml:msub>
                  <mml:mrow>
                    <mml:mi>β</mml:mi>
                  </mml:mrow>
                  <mml:mrow>
                    <mml:msub>
                      <mml:mrow>
                        <mml:mi>z</mml:mi>
                      </mml:mrow>
                      <mml:mrow>
                        <mml:mi>j</mml:mi>
                      </mml:mrow>
                    </mml:msub>
                  </mml:mrow>
                </mml:msub>
              </mml:mrow>
              <mml:mrow>
                <mml:msub>
                  <mml:mrow/>
                  <mml:mrow>
                    <mml:mi>Price</mml:mi>
                  </mml:mrow>
                </mml:msub>
              </mml:mrow>
            </mml:mfrac>
            <mml:mi> where </mml:mi>
            <mml:mi>j</mml:mi>
            <mml:mo>=</mml:mo>
            <mml:mn>1 </mml:mn>
            <mml:mi>is </mml:mi>
            <mml:mi>CN</mml:mi>
            <mml:mo>, </mml:mo>
            <mml:mn>2 </mml:mn>
            <mml:mi>is </mml:mi>
            <mml:mi>FT</mml:mi>
            <mml:mo>, </mml:mo>
            <mml:mn>3 </mml:mn>
            <mml:mi>is </mml:mi>
            <mml:mi>ISO </mml:mi>
            <mml:mn>14001</mml:mn>
          </mml:math>
        </disp-formula>
      </p>
      </sec>
    </sec>
    <sec sec-type="results|discussion" id="sec-6-10256">
      <title>4. Results and Discussion</title>
      <p>In the choice experiment we assume that the consumers’ choices follow a panel data structure, i.e. the decision heuristics are the same for the 6 choices of the individual. Then, we estimated a RPL model and calculated the sample mean for the WTP. The results show that, on average, the respondents are willing to pay price premiums of ₡1,787.55 ($3.15) for a package of Fairtrade certified coffee, ₡ 1,718.58 ($3.03) in the case of Carbon Neutral coffee and ₡1,549.57 ($2.73) for a package of coffee produced by an ISO14001 certified company (see <xref rid="taw-4-10256" ref-type="table">Table 4</xref>). These premiums represent roughly 143%, 137.5 %, and 124% respectively, with respect to the baseline price. On the other hand, it is interesting to note that the price premiums estimated with the DCE are substantially higher than the ones reported in the previous study by <xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar et. al (2021b)</xref>, which were around $0.65.</p>
      <p>Previous studies, mainly in high-income countries, have shown that, to some extent, consumers attach to environmentally certified coffee higher values than to regular coffee, or in other words, they are willing to pay a price premium for certified coffee (see <xref rid="taw-1-10256" ref-type="table">Table 1</xref>).  Our study also shows that the respondents in our sample are willing to pay very significant price premiums for coffee with any of the three considered certifications. All the average price premiums are above 100% of the original price, ranging between 124% for a coffee produced by an ISO 14001 company and 143% for a FTC coffee. Our study is on the upper range of the premiums estimated in the literature, but not very far from other studies using DCE, such as <xref rid="ref-21-10256" ref-type="bibr">Gallenti et al. (2016)</xref>, that estimated a price gap of 93% for organic coffee in Italy. <xref rid="ref-34-10256" ref-type="bibr">Maaya (2018)</xref> found that Flanders inhabitants were willing to pay a price gap of 88% for an FTC and 92% for organic coffee.  <xref rid="ref-45-10256" ref-type="bibr">Rotaris and Danielis (2011)</xref> estimated that Italian consumers were willing to pay a 110% price premium for FTC compared to a regular coffee. Moreover, in a large survey (n=1199) of coffee consumers in Costa Rica, <xref rid="ref-1-10256" ref-type="bibr">Aguirre (2016)</xref> showed that 50% of respondents are willing to pay approximately double for high-quality (not necessarily certified) coffee.</p>
      <p>
      <table-wrap id="taw-4-10256">
        <label>Table 4</label>
        <caption>
          <title>Random Model and the estimated price premium for coffee certifications.</title>
        </caption>
        <table style="font-size:11pt;font-family:'Cambria';" id="tab-4-10256">
          <thead>
            <tr>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:solid 1pt;">Variables</th>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:solid 1pt;">Mean Coeff.</th>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-top:solid 1pt;">Std. Dev. of 
              RP</th>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;border-top:solid 1pt;">WTP</th>
              <th style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;white-space:pre-line;border-top:solid 1pt;">95% Confidence
              Interval</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td style="border-right:solid 1pt;border-bottom:1pt solid;">CNC</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">4.094<xref rid="twf-5-10256" ref-type="table-fn">***</xref>
              (0.2978)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">3.731<xref rid="twf-5-10256" ref-type="table-fn">***</xref>
              (0.5641)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">1,718.58<xref rid="twf-5-10256" ref-type="table-fn">***</xref> 
              (237.6938)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">[1,252.71; 2,184.45]</td>
            </tr>
            <tr>
              <td style="border-right:solid 1pt;border-bottom:1pt solid;">FTC</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">4.256<xref rid="twf-5-10256" ref-type="table-fn">***</xref>
              (0.3237)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">6.129<xref rid="twf-5-10256" ref-type="table-fn">***</xref>
              (0.6969)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">1,787.55<xref rid="twf-5-10256" ref-type="table-fn">***</xref> 
              (293.1575)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">[1,212.97; 2,362.13]</td>
            </tr>
            <tr>
              <td style="border-right:solid 1pt;border-bottom:1pt solid;">ISO 14001</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">3.692<xref rid="twf-5-10256" ref-type="table-fn">***</xref>
              (0.4277)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">6.935<xref rid="twf-5-10256" ref-type="table-fn">***</xref>
              (0.8309)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">1,549.57<xref rid="twf-5-10256" ref-type="table-fn">***</xref> 
              (186.6998)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;">[1,183.65; 1,915.50]</td>
            </tr>
            <tr>
             <td style="border-right:solid 1pt;border-bottom:1pt solid;">Price</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">-0.002<xref rid="twf-5-10256" ref-type="table-fn">***</xref> 
              (0.0004)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">0.002<xref rid="twf-5-10256" ref-type="table-fn">***</xref>
              (0.0004)</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;" colspan="2"/>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">McFadden 
                Pseudo R<sup>2</sup></td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;" colspan="4">0.4136</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">Log likelihood 
              function</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;" colspan="4">-850.3565</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">Restricted log 
              likelihood</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;" colspan="4">-1450.1682</td>
            </tr>
            <tr>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;border-right:solid 1pt;text-align:center;white-space:pre-line;border-right:solid 1pt">Numbers of 
              observations 
            [individuals]</td>
              <td style="padding:4px;padding:4px;border-bottom:solid 1pt;white-space:pre-line;text-align:center;white-space:pre-line;" colspan="4">1320
              [220]</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="twf-3-10256">
            <label>*</label>
            <p>p&lt;0.05;</p>
          </fn>
          <fn id="twf-4-10256">
            <label>**</label>
            <p>p&lt;0.01;</p>
          </fn>
          <fn id="twf-5-10256">
            <label>***</label>
            <p>p&lt;0.001.</p>
          </fn>
          <fn id="twf-6-10256">
            <p>Standard errors in parenthesis. RP= Random Parameters</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
    </p>
      <p>In addition, <xref rid="ref-6-10256" ref-type="bibr">Birkenberg et al. (2021)</xref> found that consumers are willing to pay €4.38/250 g package of CNC and €6.91/250 g package of FTC in Germany, similar to the results from <xref rid="ref-18-10256" ref-type="bibr">Fuller and Grebitus (2023)</xref>, who found a mean willingness to pay for certified coffee in the United States of $5.45/12 oz bag of Fair Trade, $3.91/12 oz bag of Direct Trade, $1.69/12 oz bag of Rainforest Alliance, and $2.20/12 oz bag of organic coffee. These price premiums are similar to those estimated in our study.</p>
      <p>Regarding the type of certification valued, although the average price premiums estimated by our DCE for all three certifications are very significant, and not very different from each other, our study shows that the highest of the three is the one associated to FTC, which is in line with previous studies such as <xref rid="ref-32-10256" ref-type="bibr">Loureiro and Lotad (2005)</xref>, <xref rid="ref-23-10256" ref-type="bibr">Grebitus et al. (2009)</xref>, <xref rid="ref-6-10256" ref-type="bibr">Birkenberg et al. (2021)</xref>, <xref rid="ref-38-10256" ref-type="bibr">Merbah and Benito-Hernández (2024)</xref>, and <xref rid="ref-18-10256" ref-type="bibr">Fuller and Grebitus (2023)</xref>. This result may be due to the fact that the FTC establishes not only environmental standards (such as the responsible use of agrochemicals), but also social standards, such as the payment of fair wages, the participation of women in the coffee value chain, and the guarantee of premium prices for coffee growers (see, for example, <xref rid="ref-15-10256" ref-type="bibr">Fairtrade International, 2024</xref>).</p>
      <p>Moreover, our study also shows that respondents are more willing to pay for ecolabels (FTC and CNC) than for coffee produced by an ISO 14001 certified company. This is an expected result since ecolabels are more visible as they are displayed on product packaging, while ISO 14001 is a company certification that is not usually displayed on packages. Furthermore, FTC and CNC can be perceived by consumers as more closely related to improvements of the environmental practices of companies and cooperatives (<xref rid="ref-56-10256" ref-type="bibr">Valenciano-Salazar et al., 2022</xref>).</p>
    </sec>
    <sec id="sec-7-10256">
      <title>5. Limitations</title>
      <p>The main limitations of this study have to do with the sample size and the way in which the sample was generated. The high cost of acquiring a consumer database and the limited availability of such a database is a typical difficulty in studies conducted in developing countries. In our case, since a consumer database was not available at the time of conducting the DCE, we decided to use the contact information already available from the original survey that was used in <xref rid="ref-55-10256" ref-type="bibr">Valenciano-Salazar et al. (2021b)</xref>. An advantage of this decision is that the results of this study are more directly comparable with the ones of the previous exercise. Moreover, by addressing people that had already taken place in the previous study, we could ensure that all of them were coffee buyers and, thus, we did not need to deal with respondents who were not taking part in the coffee market.</p>
      <p>Nevertheless, this approach also has some inevitable drawbacks. First, we could only interview the respondents providing a valid e-mail address, which involved a reduction in the sample size. Second, as shown in <xref rid="taw-2-10256" ref-type="table">Table 2</xref>, although the respondents participating in the discrete choice experiment maintain a similar distribution to that of the original sample in terms of gender and age, they are different in terms of residence, income, and especially higher education. There may even be other non-observed biases, for example linked to the respondent’s familiarity with email and other electronic technologies. Currently, it is a usual challenge faced by other DCE studies that use panel of consumers, since they do not completely represent the whole society because of higher levels of education, access to technology, etc. (<xref rid="ref-41-10256" ref-type="bibr">Nielsen, 2011</xref>; <xref rid="ref-48-10256" ref-type="bibr">Soliño, 2023</xref>). Summing up, the sampling strategy does not guarantee that the demographic characteristics of the sample reflect the structure of the Costa Rican population. Therefore, we cannot claim that our sample represents the entire Costa Rican population and, as a consequence, the results should be interpreted cautiously when deriving nationwide implications. Nevertheless, we feel that the results still have some value even if they refer to a subset of the population. It is interesting to know that some Costa Rican consumers are willing to pay very significant price premiums for certified coffee.</p>
    </sec>
    <sec sec-type="conclusions" id="sec-8-10256">
      <title>6. Conclusions</title>
      <p>We have resorted to a DCE, which allows consumers to choose between several types of certified coffees versus a not-certified one, a setting that mimics a real coffee market better than a contingent valuation application as it is well-known in literature. Our results confirm that Costa Rican consumers are willing to pay significant price premiums for all the certifications evaluated, namely ISO 14001, Fairtrade and Carbon Neutral, with higher magnitude for the two ecolabels.</p>
      <p>Our conclusion is consistent with the fact that, as previously noted, many Costa Ricans have knowledge about environmental certifications and the companies that carry out sustainable production practices (Valenciano-Salazar et al., 2021). This knowledge and concern about environmental sustainability is due to several factors, including that, for decades, domestic and international communication media has informed about the damage caused by greenhouse gases, as well as the irreversible consequences of climate change (<xref rid="ref-9-10256" ref-type="bibr">Boykoff, 2009</xref>; <xref rid="ref-57-10256" ref-type="bibr">Valenciano-Salazar et al., 2023</xref>; <xref rid="ref-62-10256" ref-type="bibr">Zamith et al, 2012</xref>), the belligerent policy of the Costa Rican government to combat climate change (<xref rid="ref-16-10256" ref-type="bibr">Flagg, 2018</xref>; <xref rid="ref-17-10256" ref-type="bibr">Flagg, 2024</xref>; <xref rid="ref-59-10256" ref-type="bibr">Vignola et al., 2013</xref>), the study of the environmental issues in the public education system (<xref rid="ref-8-10256" ref-type="bibr">Blum, 2008</xref>), and the active actions of companies in order to reduce their carbon footprint (<xref rid="ref-56-10256" ref-type="bibr">Valenciano-Salazar et al., 2022</xref> and <xref rid="ref-57-10256" ref-type="bibr">2023</xref>), among others. All these factors explain a high WTP of the respondents, probably higher than one may expect in an emerging country.</p>
      <p>Since coffee producers must comply with a series of environmental and social standards in order to get environmental certifications, we can argue that certified products and companies tend to have better environmental performance than their regular counterparts. The fact that Costa Rican consumers are willing to pay a price premium for certified coffee points to the existence of a market channel for eco-labeled coffee that should be strengthened in order to guarantee the environmental improvements derived from these certifications. Plausible paths to strengthen this channel include communication campaigns that help consumers deepen their knowledge of each certification as well as its social and environmental implications.</p>
      <p>Finally, we could assume that companies and cooperatives supplying certified products have an advantage in assuming the new environmental regulations that the European Union will impose in the short term, linked to zero deforestation in agricultural production as well as carbon neutrality processes.</p>
    </sec>
  </body>
  <back>
    <ack id="ack-1-10256">
      <title>Acknowledgements</title>
      <p>J. A. Valenciano acknowledges support from the Scholarship Department of the National University of Costa Rica (grant JB-C-1106-2016). Francisco J. André acknowledges support from the Spanish Ministry of Science and Innovation (PID2019-105517RB-I00).</p>
    </ack>
    <sec id="sec-9-10256">
      <title>Author contributions</title>
      <p>Conceptualization, J.A.V-S., F.J.A and M.S.; Methodology, J.A.V-S. and M.S.; Software, J.A.V-S. and M.S.; Data acquisition, J.A.V-S., F.J.A and M.S; Analysis and interpretation, J.A.V-S., F.J.A and M.S; Supervision: F.J.A. and M.S.; Writing- Preparation of the draft, J.A.V-S, F.J.A and M.S; Writing-Revision &amp; Editing, J.A.V-S, F.J.A and M.S. All authors read and agree with the published version of the manuscript.</p>
    </sec>
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            <name>
              <surname>Villar</surname>
              <given-names>M.</given-names>
            </name>
          </person-group>
          <source>Science Communication</source>
          <article-title>Constructing climate change in the Americas: An analysis of news coverage in U.S. and South American newspapers</article-title>
          <year>2012</year>
          <volume>35</volume>
          <issue>3</issue>
          <fpage>334</fpage>
          <lpage>357</lpage>
          <pub-id pub-id-type="doi">10.1177/1075547012457470</pub-id>
        </element-citation>
      </ref>
    </ref-list>
    <fn-group>
      <title>Notes</title>
      <fn fn-type="other" id="fn-1-10256">
        <label><sup>1</sup></label>
        <p>U.S $ 1 = 568 colones; based on the 2017 exchange rate of the <xref rid="ref-11-10256" ref-type="bibr">Central Bank of Costa Rica (2024)</xref>; colones=₡.</p>
      </fn>
    </fn-group>
  </back>
</article>