<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Vet. Sci.</journal-id>
<journal-title>Frontiers in Veterinary Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Vet. Sci.</abbrev-journal-title>
<issn pub-type="epub">2297-1769</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fvets.2022.860741</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Veterinary Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Animal Welfare Assessment in 16 Zoos in South Korea Using the Modified Animal Welfare Assessment Grid</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Ma</surname> <given-names>Seung-Aee</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1647734/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kang</surname> <given-names>Hye-Jin</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1663268/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lee</surname> <given-names>Kyuyoung</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/354426/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kim</surname> <given-names>Sun-A.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1663125/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Han</surname> <given-names>Jin Soo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1761978/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Laboratory Animal Medicine, Institute for the 3Rs &#x00026; Animal Welfare, College of Veterinary Medicine, Konkuk University</institution>, <addr-line>Seoul</addr-line>, <country>South Korea</country></aff>
<aff id="aff2"><sup>2</sup><institution>Center for Animal Welfare Research (CAWR), College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University</institution>, <addr-line>Seoul</addr-line>, <country>South Korea</country></aff>
<aff id="aff3"><sup>3</sup><institution>University of California-Davis School of Veterinary Medicine</institution>, <addr-line>Davis, CA</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Veterinary Teaching Hospital, College of Veterinary Medicine, Chungbuk National University</institution>, <addr-line>Cheongju</addr-line>, <country>South Korea</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Edward Narayan, The University of Queensland, Australia</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: James Edward Brereton, Sparsholt College, United Kingdom; Lisa Riley, University of Winchester, United Kingdom</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Jin Soo Han <email>labvet&#x00040;konkuk.ac.kr</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Animal Behavior and Welfare, a section of the journal Frontiers in Veterinary Science</p></fn></author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>860741</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Ma, Kang, Lee, Kim and Han.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Ma, Kang, Lee, Kim and Han</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license></permissions>
<abstract>
<p>Various assessment tools that have been proposed thus far have disadvantages in that they are complex, time-consuming, non-objective, and not convenient for assessing multiple zoos. This study aimed to develop a simple, objective, and reliable welfare assessment tool, the modified Animal Welfare Assessment Grid (AWAG), that can be applied in South Korea, where there is no licensing system for zoos. The AWAG has four main sections: physical, psychological, environmental, and procedural. These four sections include 23 welfare factors like general conditions, behaviors, housing, and restraints, for which each individual or group of animals is given a score. The modified AWAG system was applied by converting the 10-point rating scale of the original AWAG to a 6-point Likert scale. Sixteen zoos in Korea were selected based on the zoos with the most animals. Three inspectors assessed the scores of each animal and then averaged the results. The total data surveyed included 16,065 items. Zoos were largely classified into four grades based on the size of the zoo, animal species, and operating organization. In a relatively short period of 14 days, all the zoos were successfully assessed. Despite the shortened and modified assessment tool, the inter-rater reliability among inspectors was 0.942 with high objectivity. The modified AWAG could identify welfare differences between grades of Korean zoos. There were large differences between zoos in most environmental sections and some zoos were evaluated as having inadequate welfare levels. The modified AWAG showed high usability and objectivity. In addition, it was possible to determine which environmental or procedural sections could potentially help improve physical and psychological scores. The modified AWAG is an objective method that could set the direction for the improvement of zoo welfare in the future.</p></abstract>
<kwd-group>
<kwd>zoo animals</kwd>
<kwd>animal welfare</kwd>
<kwd>zoo animal welfare</kwd>
<kwd>zoo welfare assessment</kwd>
<kwd>animal welfare assessment grid</kwd>
<kwd>South Korea</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="34"/>
<page-count count="11"/>
<word-count count="6843"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Modern zoos are expected to enhance the welfare and physical and mental well-being of animals (<xref ref-type="bibr" rid="B1">1</xref>). Public interest in zoo animals demands higher welfare from individual zoos as society evolves, and failure to provide sufficient welfare could threaten the validity of a zoo&#x00027;s existence.</p>
<p>Many countries regulate the welfare standards of zoos by law. Countries that are active in animal protection, such as the United Kingdom, France, and Australia, inspect and regulate the welfare status of zoos through licensing systems. Although they vary between countries, the standards in zoo licensing systems usually include minimum requirements for animal care. In Brazil, France, and Switzerland, the legislation includes cage size, while basic requirements are included in the Philippines. Australia, the UK, India, New Zealand, and the United States have their own legislative standards. The most detailed are the voluntary standards in the US, Canada, and Europe. These standards are monitored by inspection (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>In fact, most inspections are carried out by inspectors through document reviews, field investigations, and inspection reports in many countries (<xref ref-type="bibr" rid="B3">3</xref>) Some countries, such as Switzerland, request quantitative standards such as cage size; but the other countries, such as the UK, the welfare inspections are generally conducted comprehensively as if answering standard questions: for example, &#x00027;are the animals provided with a high standard of nutrition?&#x00027; with responses including yes, no, or N/S (<xref ref-type="bibr" rid="B4">4</xref>). Therefore, the inspection of the zoo may vary depending on the quality of the inspector.</p>
<p>Modern zoos in South Korea began in 1909 in Chang-gyeong-won. Daegu Dalseong Zoo, Seoul Children&#x00027;s Grand Park, and Natural Farm (currently Samsung Everland) opened in the 1970s (<xref ref-type="bibr" rid="B5">5</xref>). According to the Ministry of Environment, a total of 107 zoos in Korea were registered in April of 2021 (<xref ref-type="bibr" rid="B6">6</xref>). However, as animal welfare issues in zoos have emerged socially, such as the influx of animal cafe-type indoor zoos, criticism of zoos by animal rights groups has been increasing. The Korean government enacted the Act on the Management of Zoos and Aquariums in 2016 (<xref ref-type="bibr" rid="B7">7</xref>). Contrary to expectations, however, this law allows zoos to operate without specific restrictions, which raised concerns regarding animal welfare; thus, a permit system based on the UK zoo license system was proposed. However, this system depends on subjective inspections, the reliability of which is suspicious due to the lack of inspectors with sufficient knowledge and experience in Korea. Therefore, there is a need for a reliable, objective, and efficient method for evaluating animal welfare that can be used to evaluate zoos.</p>
<p>Animal welfare is measured on a continuous scale from good to bad. Many studies have evaluated animal welfare (<xref ref-type="bibr" rid="B8">8</xref>). Although farm animal-based assessments were initially used (<xref ref-type="bibr" rid="B9">9</xref>), researchers have developed zoo-animal-specific welfare assessment tools (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B10">10</xref>&#x02013;<xref ref-type="bibr" rid="B13">13</xref>). Animal welfare assessments were initially conducted as surveys to which the staff responded (<xref ref-type="table" rid="T1">Table 1</xref>) (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). An inspector-evaluation-based animal welfare assessment was then conducted, targeting a small number of species (<xref ref-type="table" rid="T1">Table 1</xref>) (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B16">16</xref>). In addition, more schematic and objective assessment tools have been proposed (<xref ref-type="table" rid="T1">Table 1</xref>) (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B17">17</xref>). However, these tools have some limitations. These previous studies questioned the measurement of the welfare level of each zoo using a step-by-step scoring system. The exact criteria between scores may be ambiguous, resulting in differences in scores. In other words, these rating systems rely on subjective evaluations; hence, if the evaluator changes, the scores may also change.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Literatures on animal welfare assessment.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Year</bold></th>
<th valign="top" align="left"><bold>Authors</bold></th>
<th valign="top" align="center"><bold>No. of institutions</bold></th>
<th valign="top" align="left"><bold>Species/subject</bold></th>
<th valign="top" align="left"><bold>Method</bold></th>
<th valign="top" align="left"><bold>Scale</bold></th>
<th valign="top" align="left"><bold>Time</bold></th>
<th valign="top" align="left"><bold>Inspectors</bold></th>
<th valign="top" align="left"><bold>Reference</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">2001</td>
<td valign="top" align="left">Bashaw et al.</td>
<td valign="top" align="center">49</td>
<td valign="top" align="left">214 Giraffe, 29 okapi</td>
<td valign="top" align="left">Stereotypic behavior-based</td>
<td valign="top" align="left">16-item Survey</td>
<td/>
<td valign="top" align="left">Familiar staff response by mail</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B9">9</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2009</td>
<td valign="top" align="left">Cho et al.</td>
<td valign="top" align="center">12</td>
<td valign="top" align="left">Mammals (total)</td>
<td valign="top" align="left">5 domains based 68 questions</td>
<td valign="top" align="left">survey</td>
<td/>
<td valign="top" align="left">Internal zoo staff (over 3 years)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">18</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2015</td>
<td valign="top" align="left">Clegg et al.</td>
<td valign="top" align="center">3</td>
<td valign="top" align="left">20 Bottlenose dolphins</td>
<td valign="top" align="left">36 species-specific measure C-Well&#x000AE;</td>
<td valign="top" align="left">0, 1, 2 of 0&#x0007E;5</td>
<td valign="top" align="left">2 days for 10 dolphins</td>
<td valign="top" align="left">Team of specialist 4 DVM, 3 welfare PhDs, 2 curators</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B11">11</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2015</td>
<td valign="top" align="left">Kagan et al.</td>
<td valign="top" align="center">a number of zoos.</td>
<td valign="top" align="left">Institution and animal/environment</td>
<td valign="top" align="left">four major components:</td>
<td valign="top" align="left">4 steps Yes, Somewhat, No, Not clear</td>
<td/>
<td valign="top" align="left">3 perspectives-internally, familiar external, external</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B6">6</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2017</td>
<td valign="top" align="left">Wolfensohn et al.</td>
<td valign="top" align="center">2</td>
<td valign="top" align="left">Primates group, 17 Avian species</td>
<td valign="top" align="left">4 sections</td>
<td valign="top" align="left">1&#x0007E;10 score</td>
<td valign="top" align="left">95 days</td>
<td valign="top" align="left">Zoo staff, animal care staff, DVM, welfare advisor</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B14">14</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">23 factors</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">2018</td>
<td valign="top" align="left">Fersen et al.</td>
<td valign="top" align="center">1</td>
<td valign="top" align="left">2 Bottlenose Dolphins, Antillean Manatees</td>
<td valign="top" align="left">4-step decision Tree survey</td>
<td valign="top" align="left">4 steps: 1&#x0007E;2, 3&#x0007E;4, 5&#x0007E;6, 7&#x0007E;8</td>
<td/>
<td valign="top" align="left">Step 1: institution</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Step 2: official veterinarian</td>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">&#x02192; theoretical Analysis</td>
<td/>
<td/>
<td valign="top" align="left">Step 3: Zoo and Official Veterinarian</td>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Step 4: inspector</td>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">&#x02192; In situ Inspection</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">&#x02192; conductive report</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">2018</td>
<td valign="top" align="left">Sherwen et al.</td>
<td valign="top" align="center">3</td>
<td valign="top" align="left">339 species 628 assessment</td>
<td valign="top" align="left">5 domains based 20 indicators(15 resource-based welfare risk factors and 5 animal-based measures)</td>
<td valign="top" align="left">0, 1, 2</td>
<td valign="top" align="left">3 years</td>
<td valign="top" align="left">Experienced zoo staff</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B8">8</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">2020</td>
<td valign="top" align="left">David J. Mellor et al.</td>
<td/>
<td valign="top" align="left">Farm animals and companion animals, ferrets, stoats, weasels, kangaroos, wallabies, possums, cetaceans, reptiles, amphibians and fish.</td>
<td valign="top" align="left">5 domains:1 Nutrition, 2 Physical Environment, 3 Health, 4 Behavioral Interactions and 5 Mental State</td>
<td valign="top" align="left">5 scale of Quality of life, 4&#x0007E;5 scales in Human interaction</td>
<td/>
<td valign="top" align="left">scientifically informed experts</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B10">10</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The Association of Zoo and Aquarium (AZA) Animal Welfare Committee also distributed guidelines for animal welfare evaluation to member organizations, broadly presenting input factors, positive output factors, and negative output factors for items such as nutrition, environment, health, behavior, choice, control, and mental state (<xref ref-type="bibr" rid="B18">18</xref>). However, these guidelines only suggested which aspects of animal welfare should be evaluated and encouraged each institution to develop its own evaluation methods (<xref ref-type="bibr" rid="B19">19</xref>). To date, objective evaluation of animal and institutional welfare is lacking in AZA-accredited facilities. Moreover, no validated assessment method exists to compare species and institutions, and zoo animal welfare assessment remains complex (<xref ref-type="bibr" rid="B20">20</xref>). In addition, to determine which zoo&#x00027;s welfare situations and management are appropriate, individual measurements must be performed differently for each animal in the zoo, making the evaluation more challenging. This is particularly true because zoos, unlike farms, contain at least 10,000 animal species (<xref ref-type="bibr" rid="B21">21</xref>). In addition, it is prohibitively time-consuming to find and apply all the appropriate measurement methods.</p>
<p>The measurement method proposed by Justice et al. (2017), the Animal Welfare Assessment Grid (AWAG), minimizes subjective evaluation (<xref ref-type="bibr" rid="B22">22</xref>). This evaluation method has the most distinct criteria among the latest studies and takes the form of a quantitative measurement system with little difference between inspectors (<xref ref-type="table" rid="T1">Table 1</xref>) (<xref ref-type="bibr" rid="B22">22</xref>). This measurement tool divides animal welfare into four sections&#x02014;physical, psychological, environmental, and procedural&#x02014;and is reported as a percentage or distinct standard for each item on a 10-point scale. These scales allocate detailed scores based on the state of welfare for each point. For example, a score of 3 for the general condition score in the physical section represents &#x0201C;weight outside normal range by &#x0003C;10%,&#x0201D; which is an objective value that cannot be interpreted differently between inspectors. Therefore, the AWAG system is more objective than methods that used more vague classifications like &#x0201C;good/bad&#x0201D; or numeric 5-point scales. A more objective welfare evaluation system will help to improve the quality of life of animals, as an animal appearing to be in pain by subjective human measures is not necessarily in pain (<xref ref-type="bibr" rid="B23">23</xref>). In addition, the reliability of the evaluation method can be ensured only when similar results are obtained, particularly when measured by several people in multiple zoos. In addition, animal welfare assessments are time-consuming; thus, methodological improvements and adjustments are required.</p>
<p>The various assessment tools that have been proposed thus far have disadvantages in that they are complex, time-consuming, subjective, and inconvenient for assessing multiple zoos (<xref ref-type="table" rid="T1">Table 1</xref>). In addition, a limited number of animal welfare assessments have been conducted in Korean zoos. Therefore, this study aimed to develop a simple, objective, and reliable welfare assessment tool, the modified AWAG, which can be applied to multiple Korean zoos without a licensing system.</p></sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<sec>
<title>Research Period</title>
<p>From June 15, 2020 to July 15, 2020, 16 zoos in Korea were surveyed over 14 days. This study investigated the welfare level of Korean zoos, as requested by the Ministry of Environment of Korea. Local government officials in charge of zoo management and the National Institute of Ecology notified each zoo in advance and requested their cooperation.</p></sec>
<sec>
<title>Inspectors</title>
<p>The survey was conducted by three inspectors: one veterinarian (22 years of zoo experience), one zookeeper (one with 35 years of experience with mammals and birds or one with 20 years of experience with reptiles), and one animal welfare researcher (9 years of experience with welfare assessment). The veterinarian, zookeeper with experience with mammals and birds, and animal welfare researcher visited all 16 zoos to conduct every assessment. The zookeeper with experience in reptiles conducted assessments at zoos with reptiles.</p></sec>
<sec>
<title>Welfare-Assessed Zoos</title>
<p>As of March 2021, 107 zoos have been registered in Korea. The original AWAG system is a 10-point rating scale (<xref ref-type="bibr" rid="B17">17</xref>). This study modified the scale to a 6-point Likert scale and assessed its practicality and efficiency. According to 2019 survey data of the Ministry of Environment, the zoos were classified into four grades based on their size, number of animal species, and operating organization. Grade A zoos (A1 and A2) are globally accredited zoos, such as by the AZA. Grade B zoos (B1&#x02013;B4) are nationally certified by the Korean Association of Zoos and Aquarium (KAZA) (<xref ref-type="bibr" rid="B24">24</xref>). Grade C zoos (C1&#x02013;C4) are characterized by large zoos with &#x02265; 50 species, &#x02265;1,000 individuals, and &#x02265;3,000 m<sup>2</sup>. Grade D zoos (D1&#x02013;D6) are the remaining small uncertified zoos, such as petting zoos. This study assessed at least 10% of zoos from each grade. A total of 16 zoos were selected based on the zoos with the most animals (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Grade of 16 assessed zoos in South Korea.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Zoo grade</bold></th>
<th/>
<th valign="top" align="left"><bold>Zoos</bold></th>
<th valign="top" align="center"><bold>No. of zoos</bold></th>
<th valign="top" align="center"><bold>% of zoos</bold></th>
<th valign="top" align="center"><bold>Assessed zoos</bold></th>
<th valign="top" align="center"><bold>Ratio</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><bold>A</bold></td>
<td valign="top" align="left">Globally accredited zoos (AZA, EAZA etc.)</td>
<td valign="top" align="left">A1, A2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">100%</td>
</tr>
<tr>
<td valign="top" align="left"><bold>B</bold></td>
<td valign="top" align="left">Nationally certified zoos (nationally recognized zoo associations: KAZA)</td>
<td valign="top" align="left">B1, B2, B3, B4</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">36%</td>
</tr>
<tr>
<td valign="top" align="left"><bold>C</bold></td>
<td valign="top" align="left">Large uncertified zoos, &#x02265;50 species, &#x02265;1,000 individuals, &#x02265;3,000m<sup>2</sup></td>
<td valign="top" align="left">C1, C2, C3, C4</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">35</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">10%</td>
</tr>
<tr>
<td valign="top" align="left"><bold>D</bold></td>
<td valign="top" align="left">Small uncertified zoos, &#x0003C;50 species, &#x0003C;1,000 individuals, &#x0003C;3,000m<sup>2</sup></td>
<td valign="top" align="left">D1, D2, D3, D4, D5, D6</td>
<td valign="top" align="center">56</td>
<td valign="top" align="center">51</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">10%</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Closed zoos</td>
<td/>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Total</bold></td>
<td valign="top" align="left">109</td>
<td valign="top" align="left">100</td>
<td valign="top" align="center">16</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>AZA, Association of Zoos &#x00026; Aquariums: developed 48 years experienced accreditation to keep gold standard; KAZA, Korean Association of Zoos &#x00026; Aquariums: Registered with the Ministry of Environment and the most validated association in Korea</italic>.</p>
</table-wrap-foot>
</table-wrap></sec>
<sec>
<title>Animals</title>
<p>The zoo animal registration data from the Korean Ministry of Environment were categorized into 11 groups. Among these groups, 11 species&#x02014; prairie dogs (<italic>Cynomys ludovicianus</italic>), rabbits (<italic>Oryctolagus cuniculus)</italic>, Japanese macaques (<italic>Macaca fuscata)</italic>, raccoons (<italic>Procyon lotor)</italic>, fennec foxes (<italic>Vulpes zerd)</italic>, meerkats (<italic>Suricata suricatta)</italic>, tigers (<italic>Panthera tigris)</italic>, macaws (<italic>Ara ararauna</italic> or <italic>A. chloropterus</italic>), cockatiels (<italic>Nymphicus hollandicus)</italic>, pythons (<italic>Python regius</italic> and <italic>Python bivittatus)</italic>, and African spurred tortoise (<italic>Centrochelys sulcata</italic>)&#x02014;were selected from each group to include as many species as possible in the in the 16 institutions targeted for assessment. This study included a total of 153 animals.</p></sec>
<sec>
<title>Research Methods</title>
<p>The AWAG scoring system proposed by Justice et al. (2017) has four main sections: physical, psychological, environmental, and procedural (<xref ref-type="bibr" rid="B22">22</xref>). The same indicators were scored in the form of percentages or distinct standards. The physical section has five factors: general condition (weight, body condition score, and feather condition), clinical assessment (injury, feather damage/alopecia, and vomiting), fecal consistency, activity level (mobility), and food and water intake (hunger and thirst). The psychological section has six factors: abnormal behaviors (regurgitation, stereotypy, and automutilation/feather plucking), responses to catching events, social disruption within groups (levels of aggression or bullying, as well as the duration), enrichment provision and use, aversion to routine events, and animal training. The environmental section has six factors: housing, group size, enclosure furnishings, nutrition (requirements of both individuals and species), access, and contingent events. The procedural section has six factors: restraint, sedation/anesthesia, time a bird is restrained before/during the procedure, veterinary procedure, change in daily routine, and visitor score (<xref ref-type="supplementary-material" rid="SM1">Supplementary Tables 1&#x02013;4</xref>). The present study modified the AWAG scoring system to use a 6-point scale arranged in the order of &#x0201C;very good&#x0201D; to &#x0201C;worst&#x0201D;, as follows: 1, 3 (combined 2 and 3), 5 (combined 4 and 5), 7 (combined 6 and 7), 9 (combined 8 and 9), and 10. Three inspectors assessed the scores for each animal and averaged the results. The inspectors visited each animal&#x00027;s enclosure with the zookeeper. Before starting the assessment, the animal care records of each zoo were reviewed. Each factor was assessed individually by observing each animal for at least 30 min. The inspectors recorded each factor score using their own mobile device or tablet and performed statistical processing using Google Forms (Google, Mountain View, CA). Total assessment times of approximately 6&#x02013;8 h and 4&#x02013;5 h were required for large zoos and small petting zoos, respectively. The inspectors discussed only the observation results, such as checking the number of injured animals that could not be observed by the other inspector. The rating was performed blindly using their own device. The survey data included 16,065 items (153 types &#x000D7;3 inspectors &#x000D7;35 items).</p></sec>
<sec>
<title>Descriptive Statistics</title>
<p>Descriptive statistics were used to summarize the 23 AWAG scores of 11 species from 16 zoos measured by three inspectors (veterinarian, zookeeper, and researcher) using frequency tables and graphs.</p></sec>
<sec>
<title>Inter-rater Reliability of Modified AWAG</title>
<p>This study evaluated the inter-rater reliability (IRR) of AWAG scores among the veterinarians, zookeepers, and researchers. Fleiss&#x00027; kappa was measured to evaluate the IRR of AWAG scores among all three inspectors. A linear-weighted Cohen&#x00027;s kappa was used to measure the IRRs of each pair of inspectors. These assessments were performed using the &#x0201C;Irr&#x0201D; package in R (R Foundation, Vienna, Austria) (<xref ref-type="bibr" rid="B25">25</xref>).</p></sec>
<sec>
<title>Statistical Differences in Modified AWAG Scores by Zoo Level</title>
<p>We evaluated the statistical differences in AWAG scores by zoo level using Kruskal&#x02013;Wallis analysis of variance (ANOVA). We first calculated the mean of the three inspectors&#x00027; scores (23 scores &#x000D7;153 individual animals) and each AWAG section score (physical, psychological, environmental, and procedural) to determine the statistical significance of the differences between AWAG scores by zoo level (four categories &#x000D7;153 individual animals). Kruskal&#x02013;Wallis ANOVA was used to evaluate the statistical differences in the four averaged AWAG scores between the four zoo levels in the Republic of Korea (&#x003B1;=0.05). We additionally performed pairwise comparison tests using Wilcoxon rank-sum tests with Benjamin and Hochberg&#x00027;s <italic>p</italic>-value corrections and Tukey&#x00027;s tests to determine the statistical significance in the difference in scores for each pair of the four zoo levels (&#x003B1; = 0.05) (<xref ref-type="bibr" rid="B26">26</xref>).</p></sec>
<sec>
<title>Associations of Physical and Psychological Scores With Environmental and Procedural Scores</title>
<p>Multivariable linear regression was used to evaluate the association of each physical and psychological score with the six environmental and six procedural scores (&#x003B1; = 0.05). We averaged each of the 23 scores measured by the three inspectors for the regression analysis. Backward stepwise selection was used to determine the association of each of the five physical and six behavioral scores with the six environmental and six procedural factors based on the Akaike information criterion. After determining the final models of the 16 physical and psychological scores, we summarized the odds ratios of the significant factors and their 95% confidence intervals. All descriptive statistics, IRRs, Kruskal&#x02013;Wallis ANOVA, multivariable linear regression, and graphic visualizations were performed using R software (R Foundation) (<xref ref-type="bibr" rid="B27">27</xref>).</p></sec></sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The AWAG scores of the four sections averaged for the 11 included species all showed similar shapes due to greater environmental (4.58&#x02013;6.95), psychological (3.38&#x02013;4.42), and procedural (3.54&#x02013;4.78) scores compared to the physical scores (1.63&#x02013;2.51) for all individuals. AWAG scores of Korean 11 zoo species showed higher in all sections than UK primates and birds, and the environmental score of Japanese macaques was vastly different compared with UK primates (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Modified Animal Welfare Assessment Grid for individuals of 11 species in South Korea (solid line) and all primates and all birds in the UK (dotted line). The shapes of the scores for the 11 Korean species were similar and larger than those for the UK primates and birds. <bold>(A)</bold> Comparison between UK primates and Korean mammals. <bold>(B)</bold> Comparison between UK birds and Korean birds and reptiles.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fvets-09-860741-g0001.tif"/>
</fig>
<p>The AWAG scores of each section increased from grade A to D. The procedural scores were similar, but the physical, psychological, and environmental scores were higher by 1.57, 1.82, and 4.21 points, respectively. The scores for the UK zoos were smaller than those for all grades of Korean zoos, even compared to grade A zoos (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>The average modified Animal Welfare Assessment Grid (AWAG) in four sections for zoo grades A, B, C, and D (solid line) compared to UK zoos (dotted line). The South Korean AWAG scores in each section for the four zoo grades were larger than those for the UK zoos.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fvets-09-860741-g0002.tif"/>
</fig>
<p>The mean modified AWAG physical, psychological, environmental, and procedural scores were 2.11, 3.3, 4.89, and 2.77, respectively. The environmental score was approximately 1.5 to 3 points higher than those of the other sections (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Mean and 95% confidence intervals of four average AWAG scores among 16 zoos in South Korea.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Physical section</bold></th>
<th valign="top" align="center"><bold>Psychological section</bold></th>
<th valign="top" align="center"><bold>Environmental section</bold></th>
<th valign="top" align="center"><bold>Procedural section</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">2.11 [1.77, 2.45]</td>
<td valign="top" align="center">3.31 [3.11, 3.51]</td>
<td valign="top" align="center">4.89 [4.51, 5.27]</td>
<td valign="top" align="center">2.77 [2.52, 3.02]</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The mean physical score ranged from 1 to 3 (<xref ref-type="fig" rid="F3">Figure 3</xref>). The fecal consistency score was very low, at 1 point for most zoos. The four scores in the psychological section (abnormal behavior, social status, aversion, and training) showed a low score distribution of 1&#x02013;3. Responses to restraint showed a high score distribution from 3 to 5, while enrichment showed a large deviation between zoos, with a distribution from 1 to 7. We also observed high deviations of 4.5 points or more among all environmental scores, except for the contingent event score. The enclosure design score showed the largest deviation, from 1 to 9. The contingent event score had a high overall score of 5&#x02013;7 points. In the procedural section, bird restraint, veterinary procedures, and changes in daily routine scores ranged from 1 to 3 points and restraint and sedation from 3 to 5 points. Visitor scores ranged from 1 to 7, with the largest difference in distribution among zoos.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Box-and-whisker plots of the 23 modified Animal Welfare Assessment Grid (AWAG) scores of 11 species from 16 zoos in South Korea according to four sections (physical, psychological, environmental, and procedural). The scores were assessed from 1 to 10 points in the order of &#x0201C;very good&#x0201D; (<xref ref-type="bibr" rid="B1">1</xref>) to &#x0201C;worst&#x0201D; (<xref ref-type="bibr" rid="B10">10</xref>). Three groups of inspectors determined the scores for each animal and averaged the scores with very high inter-rater reliability. For each plot, the color represents the 23 AWAG indicators in four sections, the box represents the interquartile range (IQR), the whiskers represent 1.5 times the IQR range, the bold horizontal line represents the median, and each asterisk represents the outlier scores.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fvets-09-860741-g0003.tif"/>
</fig>
<p>The modified AWAG showed an IRR of 0.942 for all three inspectors&#x00027; evaluations. The score for each inspector was high (&#x0003E;0.95) (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Inter-rater reliability (IRR) between each pair of inspectors and all three inspectors.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Inspectors</bold></th>
<th valign="top" align="center"><bold>Veterinarian &#x00026; Zookeeper</bold></th>
<th valign="top" align="center"><bold>Zookeeper &#x00026; Researcher</bold></th>
<th valign="top" align="center"><bold>Researcher &#x00026; Veterinarian</bold></th>
<th valign="top" align="center"><bold>All inspectors</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Inter-rater Reliability</td>
<td valign="top" align="center">0.963</td>
<td valign="top" align="center">0.965</td>
<td valign="top" align="center">0.971</td>
<td valign="top" align="center">0.942</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>The Fleiss&#x00027; Kappa was used to evaluate inter-rater reliability of AWAG scores among all three inspectors. The linearly weighted Cohen&#x00027;s Kappa was used to measure inter-rater reliabilities of each pair of inspectors</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>Analysis of the differences in welfare evaluation scores by ANOVA revealed large differences in sections according to zoo grade (<xref ref-type="table" rid="T5">Table 5</xref>, <xref ref-type="fig" rid="F4">Figure 4</xref>). Grade A zoos showed overall lower scores for all sections than the other zoos. Grade A zoos had lower physical scores than those of grades B and C zoos, whereas grade D zoos had higher physical scores than those for grades B and C zoos. Grade A zoos had lower psychological scores than those of grades B, C, and D zoos. Grade A zoos had lower environmental scores than those in grade B zoos, whereas grades C and D zoos had higher scores than those in grade B zoos. Grade A, B, and C zoos had similar procedural scores, with only grade D zoos showing relatively high values.</p>
<table-wrap position="float" id="T5">
<label>Table 5</label>
<caption><p>Results of Kruskal&#x02013;Wallis Analysis of variance (ANOVA) about the statistical difference of four AWAG section by the four level of zoos (A, B, C &#x00026; D) in South Korea (&#x003B1; = 0.05).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Physical section</bold></th>
<th valign="top" align="center"><bold>Psychological section</bold></th>
<th valign="top" align="center"><bold>Environmental section</bold></th>
<th valign="top" align="center"><bold>Procedural section</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A &#x0003C; BC &#x0003C; D (<italic>p</italic>-value &#x0003C;0.001)</td>
<td valign="top" align="center">A &#x0003C; BCD (<italic>p</italic>-value = 0.00)</td>
<td valign="top" align="center">A &#x0003C; B &#x0003C; CD (<italic>p</italic>-value &#x0003C;0.001)</td>
<td valign="top" align="center">ABC &#x0003C; D (<italic>p</italic>-value &#x0003C;0.001)</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Box-and-whisker plots of averaged modified Animal Welfare Assessment Grid (AWAG) scores of 11 species from 16 zoos in South Korea according to zoo levels. The AWAG scores were assessed from 1 to 10 points in the order of &#x0201C;very good&#x0201D; (<xref ref-type="bibr" rid="B1">1</xref>) to &#x0201C;worst&#x0201D; (<xref ref-type="bibr" rid="B10">10</xref>). Three groups of inspectors determined the scores for each animal and averaged the scores with very high inter-rater reliability. The zoo levels were defined as <bold>(A)</bold> (AZA-accredited zoos), <bold>(B)</bold> (Korean Association of Zoos &#x00026; Aquariums-certified zoos), <bold>(C)</bold> (large petting zoos, &#x0003E;50 species, &#x0003E;1,000 individuals, &#x0003E;3,000 m<sup>2</sup>), or <bold>(D)</bold> (small petting zoos). For each plot, the color represents the zoo levels, the box represents the interquartile range (IQR), the whiskers represent 1.5 times the IQR range, the bold horizontal line represents the median, and each asterisk represents the outlier scores.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fvets-09-860741-g0004.tif"/>
</fig>
<p>We observed significant associations between the physical and psychological scores and between the environmental and procedural scores. In particular, the access score in the environmental section was positively correlated with the scores for general condition (1.04) and food/water intake (1.08) in the physical section. The restraint score in the procedural section was positively correlated with psychological scores, such as abnormal behavior (1.24), response to catching events (1.16), social status (1.22), and aversion to normal events (1.12). The veterinary procedure score in the procedural section was positively correlated with the general condition (1.14) and clinical assessment (1.20) scores in the physical section and the response to social status (1.18) score in the psychological section.</p></sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>This study applied the modified AWAG to measure the welfare of 11 animal species in 16 Korean zoos. In a relatively short period (14 days), all 16 zoos were successfully assessed (within half a day or 1 day for each zoo). Despite the shortened and modified assessment format, the IRR of this tool was high, similar to that for the original AWAG (<xref ref-type="bibr" rid="B22">22</xref>). Therefore, the modified AWAG used in this study showed high usability and objectivity for index evaluations.</p>
<p>The modified AWAG used in this study identified differences in welfare levels according to the grade of Korean zoos. Grade A zoos, which were expected to have a high level of welfare according to AZA accreditation, showed an exceptionally low score distribution in all physical, psychological, environmental, and procedural sections, confirming appropriate zoo welfare. Zoo grades B, C, and D also differed by section, with differences in each score. Therefore, the modified AWAG was a good assessment tool to specifically confirm the welfare improvement of zoos (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<p>In our study, compared to primates at UK zoos, mammal species in Korea had higher scores in all areas, except for the physical section. In particular, environment scores were vastly different for all animal species, except for tigers, with &#x0003E;6 points. This was also the case for birds and other animals. This reveals the differences between the UK, which has a licensing system and gives permission to inspect the welfare and environment of zoos, and Korea, which does not yet have such a system. These results in Korea were in contrast to the evaluation of UK zoos, in which &#x0003E;83% of the animals were graded as meeting the standards (<xref ref-type="fig" rid="F1">Figure 1</xref>) (<xref ref-type="bibr" rid="B28">28</xref>). The scores for the procedural area for grade A zoos were similar to those in grades B, C, and D. This is because grade A zoos have a large number of visitors (more than 2 million visitors per year), animal training was newly introduced, and veterinary treatment was carried out. The animals in the grade C and D zoos had small numbers of visitors, the animals had been habituated to petting, and treatment was poor owing to the lack of veterinarians (<xref ref-type="bibr" rid="B28">28</xref>). All grades of Korean zoos had lower welfare compared to UK zoos; however, only primates and birds in two zoos in the UK were compared, which was not representative of the country overall. This may require an additional welfare investigation (<xref ref-type="fig" rid="F2">Figure 2</xref>) (<xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>We observed large differences in most environmental scores between zoos, with some zoos showing inadequate welfare. The enclosure design was the factor with the largest difference between zoos. Enclosure design maximizes the appearance of natural habitats, such as water puddles and mud baths, for animals to express their natural behaviors and provide hiding places. Inadequate enclosure design significantly impacts overall well-being, leading to deviations from natural behavior, self-mutilation, or coprophagia (<xref ref-type="bibr" rid="B29">29</xref>). Therefore, Korean zoos must prioritize their enclosure designs (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<p>The enrichment score in the psychological section also showed large differences between zoos. For example, the meerkat enclosure of a grade A zoo provided more than five types of enrichment items, including spreading insects, food puzzles, and enrichment toys. However, in one grade D zoo, the meerkats were in a glass-walled space on a cement floor without any environmental enrichment. In addition, newly hired managers were unaware of the need for enrichment; therefore, the score of welfare evaluations were lowest in these zoos. This difference eventually resulted in serious stereotypical behaviors in the meerkats at those zoos. In Korea, while behavioral enrichment was introduced in zoos in 2003, it has not been implemented in the most of zoos (<xref ref-type="bibr" rid="B15">15</xref>). In the procedural section, visitor scores also differed significantly between zoos. The number of visitors affects the welfare of sensitive animals such as birds and mammals. The greater the number of visitors, the greater the noise generated, which affects mammalian behavior and physiology. In addition, Korean zoos have continuous monitoring, such as measuring the stress of animals in zoos with poor visitor ratings, as 20 zoos within the KAZA attract more than 20 million visitors per year. The stress of animals must be considered, such as improving visitor behavior, through increased campaigns or education (<xref ref-type="bibr" rid="B30">30</xref>).</p>
<p>Evaluation of animal welfare in Korean zoos using the modified AWAG revealed how the differences between the environmental and procedural scores were related to the physical and psychological scores of the animals through correlation analyses between variables. In this study, the access score was positively correlated with the general condition and food/water intake and was an indicator of the degree to which animals could freely use their shelters and the extent to which they were confined to a non-stimulating space. Environmental accessibility is important to increase the selection and utilization of available space for animals, as noted in previous studies on its effect on the welfare of chimpanzees (<xref ref-type="bibr" rid="B31">31</xref>). In the present study, the access score was positively correlated with the general condition (1.04) and food and drink (1.08). Decreased accessibility leads to a poorer general condition, which will reduce its food and water intake (<xref ref-type="table" rid="T6">Table 6</xref>).</p>
<table-wrap position="float" id="T6">
<label>Table 6</label>
<caption><p>Estimates and 95% confidence intervals of odds ratio of physical AWAG factors, or any of environmental and procedural factors (&#x003B1; = 0.05).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Physical section</bold></th>
<th/>
<th valign="top" align="center"><bold>General condition</bold></th>
<th valign="top" align="center"><bold>Clinical assessment</bold></th>
<th valign="top" align="center"><bold>Activity</bold></th>
<th valign="top" align="center"><bold>Food and drinks</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Environmental section</td>
<td valign="top" align="left">Enclosure design</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">0.95 [0.92, 0.99]</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Access</td>
<td valign="top" align="center">1.04 [1.00, 1.08]</td>
<td/>
<td/>
<td valign="top" align="center">1.08 [1.03, 1.12]</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Contingent events</td>
<td/>
<td/>
<td valign="top" align="center">1.08 [1.03, 1.14]</td>
<td valign="top" align="center">1.11 [1.05, 1.17]</td>
</tr>
<tr>
<td valign="top" align="left">Procedural section</td>
<td valign="top" align="left">Restraint</td>
<td/>
<td/>
<td valign="top" align="center">1.19 [1.10, 1.28]</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Veterinary procedure</td>
<td valign="top" align="center">1.14 [1.00, 1.28]</td>
<td valign="top" align="center">1.20 [1.04, 1.37]</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Only results derived were indicated</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>We also analyzed the relationships between psychological AWAG factors and environmental or procedural factors (<xref ref-type="table" rid="T7">Table 7</xref>). The most striking factor was the restraint score in the procedural section, which showed many positive correlations with the other welfare scores. In general, the higher the restraint score (i.e., no restraint training), the more abnormal the behavior, the greater the response to a catching event, the worse the social status, and the stronger the aversion to normal events. While training in zoos was previously used only in circuses or zoo performances, it has recently been recognized as a good way to improve animal welfare and health and its use is spreading in many zoos (<xref ref-type="bibr" rid="B32">32</xref>). Although whether medical training can improve animal welfare is controversial, the results of this study represent a major improvement in animal welfare as it shows the potential positive effect on the physical and psychological effects of animals (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<table-wrap position="float" id="T7">
<label>Table 7</label>
<caption><p>Estimates and 95% confidence intervals of odds ratio of psychological AWAG factors or any of environmental and procedural factors (&#x003B1; = 0.05).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Psychological section</bold></th>
<th/>
<th valign="top" align="center"><bold>Abnormal behavior</bold></th>
<th valign="top" align="center"><bold>Response to catching event</bold></th>
<th valign="top" align="center"><bold>Social status</bold></th>
<th valign="top" align="center"><bold>Enrichment</bold></th>
<th valign="top" align="center"><bold>Aversion to &#x02018;normal&#x00027; events</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Environmental section</td>
<td valign="top" align="left">Group size</td>
<td/>
<td/>
<td valign="top" align="center">1.10 [1.06, 1.15]</td>
<td/>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Nutrient</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.04 [1.01, 1.07]</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Procedural section</td>
<td valign="top" align="left">Restraint</td>
<td valign="top" align="center">1.24 [1.00, 1.57]</td>
<td valign="top" align="center">1.16 [1.10, 1.23]</td>
<td valign="top" align="center">1.22 [1.11, 1.34]</td>
<td/>
<td valign="top" align="center">1.12 [1.04, 1.19]</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Sedation</td>
<td/>
<td/>
<td valign="top" align="center">0.81 [0.71, 0.93]</td>
<td/>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Veterinary procedure</td>
<td/>
<td/>
<td valign="top" align="center">1.18 [1.04, 1.33]</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Only results derived were indicated</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>Although many attempts have been made to evaluate animal welfare in zoos, this evaluation remains complicated and difficult (<xref ref-type="bibr" rid="B34">34</xref>). This study measured multiple zoos only once. Therefore, this protocol will be useful for assessing institutions and welfare factors within a short period through the evaluation of zoos at the national level. However, there are limitations in identifying changes in animal welfare over time and evaluating the impact of improvements in welfare factors. Subsequent research should measure long-term changes in welfare through continuous measurement, as in existing AWAG research (<xref ref-type="bibr" rid="B22">22</xref>). However, since the measurement of all scores may have practical limitations, this aspect can be supplemented by identifying an indicator that varies over time and by periodically inspecting only this relevant indicator or by continuously monitoring welfare evaluation by season. In terms of individual zoos, it can be helpful to improve relatively poor welfare factors that are relatively poor and to improve the welfare of individual zoos through continuous monitoring of low-scoring items through managerial education. A few scores that required continuous monitoring and improvement cycles, including fecal consistency, aversion to normal events, training, veterinary procedures, and changes in routine, did not show relatively disparate differences and thus may require additional research.</p>
<p>The modified AWAG is an efficient assessment tool that can be conveniently applied in the field. It can be used to perform evaluations in a short time and showed a high IRR and high objectivity (<xref ref-type="table" rid="T4">Table 4</xref>). The modified AWAG allowed the identification of differences in welfare at different zoo grade levels in Korea. Among these, housing, enclosure design, and enrichment were environmental factors that required improvement. Furthermore, the identification of statistical correlations between the scores revealed which environmental or procedural sections could help improve physical and psychological scores.</p>
<p>Our results showed that this is an efficient, reliable, and objective zoo evaluation method that may be a good option when implementing a licensing system in a country like Korea, which lacks inspectors with sufficient knowledge and experience. In addition, this method can be applied at the national level if a more objective welfare evaluation is required in countries with a licensing system. Continuous use of the modified AWAG is an objective method that sets the direction for improvement in zoo welfare. Improvements should be periodically monitored, for which we expect continued use of this tool.</p></sec>
<sec sec-type="data-availability" id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p></sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>Ethical review and approval was not required for the animal study because only observation study, not required in Korea.</p></sec>
<sec id="s7">
<title>Author Contributions</title>
<p>SM: research design planning, field research (welfare inspector) and manuscript writing. HK: research design planning and field research (welfare inspector). KL: research design planning, data analysis and manuscript writing. SK: research design planning and manuscript writing. JH: principle investigator. All authors contributed to the article and approved the submitted version.</p></sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>This study was funded under contract/grant number 2020-330 from the Study of the Operation and Management of the Zoo Permit Standards Project, Ministry of Environment of the Republic of Korea.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
</body>
<back>
<ack><p>We thank the National Institute of Ecology, the local government officers who oversaw the zoo management, and the staff who aided in our research at the 16 zoos.</p>
</ack>
<sec sec-type="supplementary-material" id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fvets.2022.860741/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fvets.2022.860741/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/></sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hutchins</surname> <given-names>M</given-names></name> <name><surname>Smith</surname> <given-names>B</given-names></name></person-group>. <article-title>Characteristics of a world-class zoo or aquarium in the 21st century</article-title>. <source>Int Zoo Yearb.</source> (<year>2003</year>) <volume>38</volume>:<fpage>130</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1111/j.1748-1090.2003.tb02073.x</pub-id></citation>
</ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cooper</surname> <given-names>ME</given-names></name></person-group>. <article-title>Zoo legislation</article-title>. <source>Int Zoo Yearb.</source> (<year>2003</year>) <volume>38</volume>:<fpage>81</fpage>&#x02013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1111/j.1748-1090.2003.tb02067.x</pub-id></citation>
</ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Irwin</surname> <given-names>MD</given-names></name> <name><surname>Stoner</surname> <given-names>JB</given-names></name> <name><surname>Cobaugh</surname> <given-names>AM</given-names></name></person-group>. <source>Zookeeping</source>. <publisher-loc>Chicago</publisher-loc>: <publisher-name>The University of Chicago Press</publisher-name> (<year>2013</year>). p. <fpage>587</fpage>&#x02013;<lpage>619</lpage>. <pub-id pub-id-type="doi">10.7208/chicago/9780226925325.001.0001</pub-id></citation>
</ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Tyson</surname> <given-names>E</given-names></name></person-group>. <source>Licensing Laws and Animal Welfare, The Legal Protection of Wild Animals</source>. <publisher-loc>Cham</publisher-loc>: <publisher-name>Palgrave Macmillan.</publisher-name> (<year>2020</year>). <pub-id pub-id-type="doi">10.1007/978-3-030-50042-9_1</pub-id><pub-id pub-id-type="pmid">2651073</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Oh</surname> <given-names>CY</given-names></name></person-group>. <source>80 Year&#x00027;s History of Korean Zoo</source>. <publisher-loc>Seoul</publisher-loc>: <publisher-name>Seoul Metropolitan Government</publisher-name> (<year>1993</year>). p. <fpage>2</fpage>&#x02013;<lpage>23</lpage>.</citation>
</ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="book"><person-group person-group-type="author"><collab>Department of Biodiversity</collab></person-group>. <source>Korean Zoo Registration Status 2021</source>. <publisher-loc>Sejong-si</publisher-loc>: <publisher-name>Ministry of Environment</publisher-name> (<year>2021</year>).</citation>
</ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="web"><person-group person-group-type="author"><collab>Ministry of Environment. Act on the Management of Zoos and Aquariums.</collab></person-group> (<year>2016</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.law.go.kr/LSW/eng/engLsSc.do?y=0&#x00026;x=0&#x00026;menuId=1&#x00026;query=animal&#x00023;liBgcolor15">https://www.law.go.kr/LSW/eng/engLsSc.do?y=0&#x00026;x=0&#x00026;menuId=1&#x00026;query=animal&#x00023;liBgcolor15</ext-link> (accessed May 19, 2022).</citation>
</ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hill</surname> <given-names>SP</given-names></name> <name><surname>Broom</surname> <given-names>DM</given-names></name></person-group>. <article-title>Measuring zoo animal welfare: theory and practice</article-title>. <source>Zoo Biol.</source> (<year>2009</year>) <volume>28</volume>:<fpage>531</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1002/zoo.20276</pub-id><pub-id pub-id-type="pmid">19816909</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broom</surname> <given-names>DM</given-names></name></person-group>. <article-title>Indicators of poor welfare</article-title>. <source>Brit Vet J.</source> (<year>1986</year>) <volume>142</volume>:<fpage>524</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/0007-1935(86)90109-0</pub-id><pub-id pub-id-type="pmid">3594185</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koene</surname> <given-names>P</given-names></name></person-group>. <article-title>Behavioral ecology of captive species: using behavioral adaptations to assess and enhance welfare of nonhuman zoo animals</article-title>. <source>J Appl Anim Welf Sci.</source> (<year>2013</year>) <volume>16</volume>:<fpage>360</fpage>&#x02013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1080/10888705.2013.827917</pub-id><pub-id pub-id-type="pmid">24079489</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kagan</surname> <given-names>R</given-names></name> <name><surname>Carter</surname> <given-names>S</given-names></name> <name><surname>Allard</surname> <given-names>S</given-names></name></person-group>. <article-title>Universal animal welfare framework for zoos</article-title>. <source>J Appl Anim Welf Sci.</source> (<year>2015</year>) <volume>18</volume>:<fpage>S1</fpage>&#x02013;<lpage>S10</lpage>. <pub-id pub-id-type="doi">10.1080/10888705.2015.1075830</pub-id><pub-id pub-id-type="pmid">26440493</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fersen</surname> <given-names>L</given-names></name></person-group>. <article-title>von, Encke D, H&#x000FC;tner T, Baumgartner K. Establishment and implementation of an animal welfare decision tree to evaluate the welfare of zoo animals</article-title>. <source>Aquat Mamm.</source> (<year>2018</year>) <volume>44</volume>:<fpage>211</fpage>&#x02013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1578/am.44.2.2018.211</pub-id></citation>
</ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sherwen</surname> <given-names>SL</given-names></name> <name><surname>Hemsworth</surname> <given-names>LM</given-names></name> <name><surname>Beausoleil</surname> <given-names>NJ</given-names></name> <name><surname>Embury</surname> <given-names>A</given-names></name> <name><surname>Mellor</surname> <given-names>DJ</given-names></name></person-group>. <article-title>An animal welfare risk assessment process for zoos</article-title>. <source>Animals.</source> (<year>2018</year>) <volume>8</volume>:<fpage>130</fpage>. <pub-id pub-id-type="doi">10.3390/ani8080130</pub-id><pub-id pub-id-type="pmid">30060544</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bashaw</surname> <given-names>MJ</given-names></name> <name><surname>Tarou</surname> <given-names>LR</given-names></name> <name><surname>Maki</surname> <given-names>TS</given-names></name> <name><surname>Maple</surname> <given-names>TL</given-names></name></person-group>. <article-title>A survey assessment of variables related to stereotypy in captive giraffe and okapi</article-title>. <source>Appl Anim Behav Sci.</source> (<year>2001</year>) <volume>73</volume>:<fpage>235</fpage>&#x02013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1016/s0168-1591(01)00137-x</pub-id><pub-id pub-id-type="pmid">11376840</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Cho</surname> <given-names>K</given-names></name> <name><surname>Choe</surname> <given-names>B</given-names></name> <name><surname>Kim</surname> <given-names>H</given-names></name> <name><surname>Han</surname> <given-names>J</given-names></name> <name><surname>Kim</surname> <given-names>J</given-names></name></person-group>. <article-title>A basic study on the animal welfare evaluation in Korean zoos</article-title>. <source>Korean Journal of Veterinary Research.</source> (<year>2009</year>) 49: 91&#x02013;9. Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.kjvr.org/journal/view.php?number=2858">https://www.kjvr.org/journal/view.php?number=2858</ext-link></citation>
</ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clegg</surname> <given-names>I</given-names></name> <name><surname>Borger-Turner</surname> <given-names>J</given-names></name> <name><surname>Eskelinen</surname> <given-names>H</given-names></name></person-group>. <article-title>C-Well: The development of a welfare assessment index for captive bottlenose dolphins (Tursiops truncatus)</article-title>. <source>Anim Welfare.</source> (<year>2015</year>) <volume>24</volume>:<fpage>267</fpage>&#x02013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.7120/09627286.24.3.267</pub-id></citation>
</ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mellor</surname> <given-names>DJ</given-names></name> <name><surname>Beausoleil</surname> <given-names>NJ</given-names></name> <name><surname>Littlewood</surname> <given-names>KE</given-names></name> <name><surname>McLean</surname> <given-names>AN</given-names></name> <name><surname>McGreevy</surname> <given-names>PD</given-names></name> <name><surname>Jones</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>The 2020 five domains model: including human&#x02013;animal interactions in assessments of animal welfare</article-title>. <source>Animals.</source> (<year>2020</year>) <volume>10</volume>:<fpage>1870</fpage>. <pub-id pub-id-type="doi">10.3390/ani10101870</pub-id><pub-id pub-id-type="pmid">33066335</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="book"><person-group person-group-type="author"><collab>AZA</collab></person-group>. <source>The Accreditation Standards &#x00026; Related Polices</source>. <publisher-loc>Silver spring, MD</publisher-loc>: <publisher-name>AZA</publisher-name> (<year>2021</year>). p. <fpage>12</fpage>&#x02013;<lpage>9</lpage>.</citation>
</ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="book"><person-group person-group-type="author"><collab>AZA</collab></person-group>. <source>The Accreditation Process of The Association of Zoos &#x00026; Aquariums and Animal Welfare</source>. <publisher-loc>Silver spring, MA</publisher-loc>: <publisher-name>AZA</publisher-name> (<year>2021</year>). p. 3.</citation>
</ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Riedman</surname> <given-names>KK</given-names></name> <name><surname>Cunningham</surname> <given-names>GB</given-names></name> <name><surname>DiVincenti</surname> <given-names>L</given-names></name></person-group>. <article-title>Does Accreditation by the Association of Zoos and Aquariums Correlate with Animal Welfare Act Compliance?</article-title> <source>J Appl Anim Welf Sci</source>. (<year>2022</year>)1&#x02013;8. <pub-id pub-id-type="doi">10.1080/10888705.2022.2028150</pub-id><pub-id pub-id-type="pmid">35016573</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="book"><person-group person-group-type="author"><collab>WAZA</collab></person-group>. <source>Building a Future for Wildlife&#x02014; the World Zoo and Aquarium Conservation Strategy</source>. <publisher-loc>Bern</publisher-loc>: <publisher-name>WAZA Executive Office</publisher-name> (<year>2005</year>). p. 22.</citation>
</ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Justice</surname> <given-names>WSM</given-names></name> <name><surname>O&#x00027;Brien</surname> <given-names>MF</given-names></name> <name><surname>Szyszka</surname> <given-names>O</given-names></name> <name><surname>Shotton</surname> <given-names>J</given-names></name> <name><surname>Gilmour</surname> <given-names>JEM</given-names></name> <name><surname>Riordan</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>Adaptation of the animal welfare assessment grid (AWAG) for monitoring animal welfare in zoological collections</article-title>. <source>Vet Rec.</source> (<year>2017</year>) <volume>181</volume>:<fpage>143</fpage>&#x02013;<lpage>143</lpage>. <pub-id pub-id-type="doi">10.1136/vr.104309</pub-id><pub-id pub-id-type="pmid">28487453</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wolfensohn</surname> <given-names>S</given-names></name> <name><surname>Shotton</surname> <given-names>J</given-names></name> <name><surname>Bowley</surname> <given-names>H</given-names></name> <name><surname>Davies</surname> <given-names>S</given-names></name> <name><surname>Thompson</surname> <given-names>S</given-names></name> <name><surname>Justice</surname> <given-names>WSM</given-names></name></person-group>. <article-title>Assessment of welfare in zoo animals: towards optimum quality of life</article-title>. <source>Animals.</source> (<year>2018</year>) <volume>8</volume>:<fpage>110</fpage>. <pub-id pub-id-type="doi">10.3390/ani8070110</pub-id><pub-id pub-id-type="pmid">29973560</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Ma</surname> <given-names>SA</given-names></name> <name><surname>Lee</surname> <given-names>H</given-names></name> <name><surname>Kang</surname> <given-names>HJ</given-names></name></person-group>. <source>Korean Zoo Management Plan</source>. Sejong-si: Ministry of Environment. (<year>2019</year>).</citation>
</ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="web"><person-group person-group-type="author"><collab>Gamer M, Lemon, J, Gamer, MM, Robinson, A, Kendall&#x00027;s, W,. Package &#x02018;irr&#x00027;. Boston, MA: The R foundation.</collab></person-group> (<year>2019</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://cran.r-project.org/web/packages/irr/irr.pdf">https://cran.r-project.org/web/packages/irr/irr.pdf</ext-link></citation>
</ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Benjamini</surname> <given-names>Y</given-names></name> <name><surname>Hochberg</surname> <given-names>Y</given-names></name></person-group>. <article-title>Controlling the false discovery rate: a practical and powerful approach to multiple testing</article-title>. <source>J Royal Statistical Soc Ser B Methodol.</source> (<year>1995</year>) <volume>57</volume>:<fpage>289</fpage>&#x02013;<lpage>300</lpage>. <pub-id pub-id-type="doi">10.1111/j.2517-6161.1995.tb02031.x</pub-id></citation>
</ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="web"><person-group person-group-type="author"><collab>R Core Team R: A language and environment for statistical computing</collab></person-group>. <article-title>Vienna: R Foundation for Statistical Computing</article-title>. (<year>2021</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.R-project.org/">https://www.R-project.org/</ext-link></citation>
</ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Draper</surname> <given-names>C</given-names></name> <name><surname>Harris</surname> <given-names>S</given-names></name></person-group>. <article-title>The assessment of animal welfare in British zoos by government-appointed inspectors</article-title>. <source>Animals.</source> (<year>2012</year>) <volume>2</volume>:<fpage>507</fpage>&#x02013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.3390/ani2040507</pub-id><pub-id pub-id-type="pmid">26487161</pub-id></citation></ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Maple</surname> <given-names>T</given-names></name> <name><surname>Perdue</surname> <given-names>BM</given-names></name> <name><surname>Maple</surname> <given-names>TL</given-names></name></person-group>. <source>&#x0201C;Zoo Animal Welfare.,&#x0201D; Animal Welfare</source>. <publisher-loc>Heidelberg</publisher-loc>: <publisher-name>Springer</publisher-name> (<year>2013</year>). p. <fpage>139</fpage>&#x02013;<lpage>165</lpage>. <pub-id pub-id-type="doi">10.1007/978-3-642-35955-2_8</pub-id></citation>
</ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Quadros</surname> <given-names>S</given-names></name> <name><surname>Goulart</surname> <given-names>VDL</given-names></name> <name><surname>Passos</surname> <given-names>L</given-names></name> <name><surname>Vecci</surname> <given-names>MAM</given-names></name> <name><surname>Young</surname> <given-names>RJ</given-names></name></person-group>. <article-title>Zoo visitor effect on mammal behaviour: does noise matter?</article-title> <source>Appl Anim Behav Sci.</source> (<year>2014</year>) <volume>156</volume>:<fpage>78</fpage>&#x02013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1016/j.applanim.2014.04.002</pub-id></citation>
</ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herrelko</surname> <given-names>ES</given-names></name> <name><surname>Buchanan-Smith</surname> <given-names>HM</given-names></name> <name><surname>Vick</surname> <given-names>S</given-names></name></person-group>. <article-title>Perception of available space during chimpanzee introductions: number of accessible areas is more important than enclosure size</article-title>. <source>Zoo Biol.</source> (<year>2015</year>) <volume>34</volume>:<fpage>397</fpage>&#x02013;<lpage>405</lpage>. <pub-id pub-id-type="doi">10.1002/zoo.21234</pub-id><pub-id pub-id-type="pmid">26235989</pub-id></citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Maple</surname> <given-names>T</given-names></name> <name><surname>Perdue</surname> <given-names>BM</given-names></name> <name><surname>Maple</surname> <given-names>TL</given-names></name></person-group>. <source>&#x0201C;Zoo Animal Welfare.,&#x0201D; Animal Welfare</source>. <publisher-loc>Heidelberg</publisher-loc>: <publisher-name>Springer</publisher-name> (<year>2012</year>). p. 119. <pub-id pub-id-type="doi">10.1007/978-3-642-35955-2_7</pub-id></citation>
</ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Melfi</surname> <given-names>V</given-names></name></person-group>. <article-title>Is training zoo animals enriching?</article-title> <source>Appl Anim Behav Sci.</source> (<year>2013</year>) <volume>147</volume>:<fpage>299</fpage>&#x02013;<lpage>305</lpage>. <pub-id pub-id-type="doi">10.1016/j.applanim.2013.04.011</pub-id></citation>
</ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barber</surname> <given-names>JCE</given-names></name></person-group>. <article-title>Programmatic approaches to assessing and improving animal welfare in zoos and aquariums</article-title>. <source>Zoo Biol.</source> (<year>2009</year>) <volume>28</volume>:<fpage>519</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1002/zoo.20260</pub-id><pub-id pub-id-type="pmid">19593774</pub-id></citation></ref>
</ref-list>
</back>
</article>