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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Anim. Sci.</journal-id>
<journal-title>Frontiers in Animal Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Anim. Sci.</abbrev-journal-title>
<issn pub-type="epub">2673-6225</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fanim.2023.1256670</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Animal Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Developing a welfare assessment protocol for Australian lot-fed cattle</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Taylor</surname>
<given-names>Emily</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Dunston-Clarke</surname>
<given-names>Emma</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Brookes</surname>
<given-names>Daniel</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Jongman</surname>
<given-names>Ellen</given-names>
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<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<contrib contrib-type="author">
<name>
<surname>Linn</surname>
<given-names>Benjamin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Barnes</surname>
<given-names>Anne</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Miller</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Fisher</surname>
<given-names>Andrew</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<contrib contrib-type="author">
<name>
<surname>Collins</surname>
<given-names>Teresa</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>College of Environmental and Life Sciences, School of Veterinary Medicine, Murdoch University</institution>, <addr-line>Murdoch, WA</addr-line>, <country>Australia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Faculty of Science, Melbourne Veterinary School, Mackinnon Group, University of Melbourne</institution>, <addr-line>Werribee, VIC</addr-line>, <country>Australia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Faculty of Science, Melbourne Veterinary School, Animal Welfare Science Centre, University of Melbourne</institution>, <addr-line>Parkville, VIC</addr-line>, <country>Australia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>College of Environmental and Life Sciences, School of Agricultural Sciences, Murdoch University</institution>, <addr-line>Murdoch, WA</addr-line>, <country>Australia</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: Jennifer Thomson, Montana State University, United States; Temple Grandin, Colorado State University, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Emily Taylor, <email xlink:href="mailto:e.grant@murdoch.edu.au">e.grant@murdoch.edu.au</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>09</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>4</volume>
<elocation-id>1256670</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Taylor, Dunston-Clarke, Brookes, Jongman, Linn, Barnes, Miller, Fisher and Collins</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Taylor, Dunston-Clarke, Brookes, Jongman, Linn, Barnes, Miller, Fisher and Collins</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>Lot feeding of cattle has gained momentum in recent years to improve efficiency in meeting market demands for high quality protein. Concurrently, societal concern for the welfare of animals raised in intensive farming systems has increased. Thus, the reporting of animal health and welfare measures is a key goal for the Australian cattle lot-fed industry. Although feedlots vary in location, climate, capacity, cattle genotype, and feeding programs, many welfare concerns are applicable across the industry. Despite this, no recognised standardised animal welfare assessment protocol exists for the Australian lot-fed industry. This study aimed to identify relevant measures to develop an assessment protocol, by identifying key welfare issues and their relevant measures, considering the validity, reliability, and practicality of each when applied to the feedlot context. An advisory model was derived after reviewing the relevant literature and five international protocols for the assessment of beef cattle (Welfare Quality<sup>&#xae;</sup>, AssureWel, US Beef Quality Assurance assessment tool, Canadian Feedlot Animal Care Assessment program, and an Australian Live Export industry protocol), followed by stakeholder consultation. A total of 109 measures were evaluated, with 99 environmental-, management-, resource- and animal-based measures being proposed. Piloting of the protocol on commercial feedlots will enable further refinement and validation, to provide an evidence-based, practical protocol to facilitate standardised monitoring of cattle welfare. Such a protocol could promote continued advances in animal welfare at a feedlot level and support a sustainable industry by addressing societal concerns.</p>
</abstract>
<kwd-group>
<kwd>feedlot</kwd>
<kwd>animal welfare</kwd>
<kwd>animal behaviour</kwd>
<kwd>animal-based outcomes</kwd>
<kwd>benchmarking</kwd>
</kwd-group>
<contract-sponsor id="cn001">Meat and Livestock Australia<named-content content-type="fundref-id">10.13039/501100001054</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Australian Government<named-content content-type="fundref-id">10.13039/100015539</named-content>
</contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="155"/>
<page-count count="22"/>
<word-count count="10821"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Animal Physiology and Management</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Feedlots are specialised intensive systems designed to finish cattle for domestic and/or international markets and involve the confinement of cattle in open air pens to be fed high-energy diets (<xref ref-type="bibr" rid="B1">Ahola et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B117">Salvin et&#xa0;al., 2020</xref>). Lot feeding of cattle in Australia has gained momentum in recent years to meet market demands for a consistent supply of high eating quality beef (<xref ref-type="bibr" rid="B63">Greenwood et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B62">Greenwood, 2021</xref>), that reflects increased global demand (<xref ref-type="bibr" rid="B48">Gaughan and Sullivan, 2014</xref>). Between 2020 &#x2013; 2021, over 1 million cattle were on-feed at any one point in Australian feedlots (<xref ref-type="bibr" rid="B93">MLA, 2021</xref>).</p>
<p>Alongside intensification, there is rising public and consumer concern within Australia for farm animal welfare (<xref ref-type="bibr" rid="B130">Taylor and Signal, 2009</xref>; <xref ref-type="bibr" rid="B29">Coleman, 2018</xref>). On a global scale, there is concern about the impact intensive systems have on animal welfare, with confinement and space restriction being of most concern (<xref ref-type="bibr" rid="B27">Clark et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B29">Coleman, 2018</xref>). Producers in the Australian red meat industry have also recently raised concerns regarding the negative perceptions of the public (<xref ref-type="bibr" rid="B23">Buddle et&#xa0;al., 2021</xref>), with industry stakeholders recognising there is a need to improve community engagement and transparency on welfare issues (<xref ref-type="bibr" rid="B110">RMAC, 2016</xref>; <xref ref-type="bibr" rid="B29">Coleman, 2018</xref>). There are obvious risks to market access, consumer and societal acceptance, and trust should producers fail to meet or exceed societal welfare expectations (reviewed by <xref ref-type="bibr" rid="B41">Fernandes et&#xa0;al., 2021</xref>). Outside of mandatory regulation, improvements in welfare standards and care of livestock are driven by the industry itself, and this must start with an understanding of welfare risks and an agreed means of measuring welfare. Importantly, increased reporting of animal health and welfare is a key priority for the beef industry (<xref ref-type="bibr" rid="B111">RMAC, 2019</xref>), as this may allow early identification and action to resolve any issue. However, a standardised welfare assessment protocol is not currently available to the Australian cattle lot-fed industry.</p>    <p>Several animal assessment protocols and welfare assurance/certification schemes have been developed in other countries for livestock that are production system and species specific (<xref ref-type="bibr" rid="B82">Main et&#xa0;al., 2014</xref>). A number of these address cattle welfare in extensive (<xref ref-type="bibr" rid="B9">AssureWel, 2010-2016a</xref>; <xref ref-type="bibr" rid="B10">AssureWel, 2010-2016b</xref>) and intensive systems (<xref ref-type="bibr" rid="B148">Welfare Quality&#xae;, 2009</xref> <xref ref-type="bibr" rid="B28">Canadian Feedlot Animal Care Assessment Program (CFACA), 2018</xref>). Several protocols have also been developed for cattle under different systems (e.g., calf-cow operations; <xref ref-type="bibr" rid="B122">Simon et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B69">Kaurivi et&#xa0;al., 2020</xref>) or for specific stages of supply chains (e.g., sea transport; <xref ref-type="bibr" rid="B37">Dunston-Clarke et&#xa0;al., 2020</xref>, and slaughter; <xref ref-type="bibr" rid="B75">Losada-Espinosa et&#xa0;al., 2021</xref>). The diversity and breadth of measures available within these protocols are extensive because it is necessary to capture any aspects that may compromise the physical and psychological health of cattle. When evaluating the applicability to the Australian cattle lot-fed industry, careful consideration of measures is warranted as some may not be appropriate to the feedlot context.</p>
<p>The feedlot environment is an intensive form of cattle production and presents a number of welfare challenges including health, climate, housing, and the human-animal relationship (HAR) (reviewed by <xref ref-type="bibr" rid="B117">Salvin et&#xa0;al., 2020</xref>). Many of these welfare issues can be linked to: i) stress experienced prior to entry to the feedlot environment such as transport stress, including feed and water deprivation (<xref ref-type="bibr" rid="B59">Grandin and Callo, 2007</xref>), weaning (<xref ref-type="bibr" rid="B7">Arthington et&#xa0;al., 2008</xref>), and pregnancy status (<xref ref-type="bibr" rid="B108">Rademacher et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B121">Schwartzkopf-Genswein et&#xa0;al., 2018</xref>); ii) stress experienced during introduction to the feedlot which can result in metabolic disorders (<xref ref-type="bibr" rid="B51">Gonz&#xe1;lez et&#xa0;al., 2012a</xref>), social stress (<xref ref-type="bibr" rid="B131">Tennessen et&#xa0;al., 1985</xref>; <xref ref-type="bibr" rid="B118">Sanderson et&#xa0;al., 2008</xref>), and disease susceptibility (<xref ref-type="bibr" rid="B123">Snowder et&#xa0;al., 2006</xref>); iii) variable climatic conditions and extremes, such as heat stress (<xref ref-type="bibr" rid="B20">Brown-Brandl et&#xa0;al., 2006a</xref>; <xref ref-type="bibr" rid="B21">Brown-Brandl et&#xa0;al., 2006b</xref>; <xref ref-type="bibr" rid="B80">Mader and Griffin, 2015</xref>; <xref ref-type="bibr" rid="B56">Grandin, 2016</xref>); or iv) physical environmental and/or management factors including housing conditions (<xref ref-type="bibr" rid="B56">Grandin, 2016</xref>; <xref ref-type="bibr" rid="B77">Macitelli et&#xa0;al., 2020</xref>), confinement (<xref ref-type="bibr" rid="B16">Blackshaw et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B101">Park et&#xa0;al., 2019a</xref>), and human-animal interactions (<xref ref-type="bibr" rid="B56">Grandin, 2016</xref>; <xref ref-type="bibr" rid="B58">Grandin, 2018</xref>; <xref ref-type="bibr" rid="B117">Salvin et&#xa0;al., 2020</xref>). An effective welfare assessment protocol would, therefore, need to consider all of these aspects.</p>
<p>The development of protocols for the assessment of cattle welfare under commercial conditions is challenging. Firstly, measures must be meaningful (valid) with respect to welfare, while being reliable and repeatable (<xref ref-type="bibr" rid="B12">Barnett and Hemsworth, 2009</xref>; <xref ref-type="bibr" rid="B72">Knierim and Winckler, 2009</xref>). It is vital, therefore, that the protocol also captures the possible cause(s) of compromised welfare (<xref ref-type="bibr" rid="B142">Waiblinger et&#xa0;al., 2001</xref>). Addressing the animal itself, not just the environment and management, is considered a fundamental component for successful welfare assessments (<xref ref-type="bibr" rid="B11">Barnett and Hemsworth, 1990</xref>; <xref ref-type="bibr" rid="B81">Main et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B144">Webster, 2005b</xref>; <xref ref-type="bibr" rid="B12">Barnett and Hemsworth, 2009</xref>; <xref ref-type="bibr" rid="B72">Knierim and Winckler, 2009</xref>; <xref ref-type="bibr" rid="B82">Main et&#xa0;al., 2014</xref>). Thus, a mix of animal outcomes, or outputs, and input measures are necessary. For a feedlot welfare assessment protocol to be successful, it should also address consumer priorities (e.g., ethical and humane treatment of animals, ability to express natural behaviour (<xref ref-type="bibr" rid="B126">Spooner et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B30">Coleman et&#xa0;al., 2016</xref>) as well as relevant state and national legislative requirements. Measures should be practical, easy and timely to capture (<xref ref-type="bibr" rid="B142">Waiblinger et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B81">Main et&#xa0;al., 2003</xref>). The recording of measures needs to be efficiently integrated into the feedlot system, with consideration of measures that may already be collected (e.g., feed, health records). Finally, to enable cross-sector use, a protocol must be versatile, flexible, and capture challenges that differ across feedlots due to variations in feedlot size (capacity, pen size and number), management and facility design, climate, and cattle genotype (breed), type (class and line) and feeding program (short, medium, and long). While challenging, the development of a comprehensive and practical welfare assessment protocol is important to successfully address societal concerns and achieve the industry&#x2019;s welfare goals.</p>
<p>This study aimed to identify suitable measures for a welfare assessment protocol applicable to the Australian cattle lot-fed industry. This was achieved by considering welfare protocols designed for beef cattle in the context of lot-fed cattle, and then adopting an advisory model to engage industry stakeholders to ensure all relevant issues were targeted in a practical manner. The purpose of such a protocol is two-fold. Firstly, to drive self-regulation and advances in animal welfare at a feedlot and national level. Secondly, to provide industry with an evidence-based system that could be used externally to facilitate transparency and engagement with consumers, acting to safeguard its social licence.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<p>This study adopted an advisory approach consisting of two steps to identify welfare measures applicable to the Australian cattle lot-fed industry. First, existing international beef cattle welfare protocols (<italic>n</italic> = 5), and industry resources (<italic>n</italic> = 3) were scrutinised by the authors alongside relevant scientific literature to develop a list of welfare measures suitable for inclusion in a protocol. Second, this list was further refined after consultation with industry stakeholders. To ensure a comprehensive assessment of animal welfare, the four principles outlined by the Welfare Quality&#xae; (<xref ref-type="bibr" rid="B148">Welfare Quality&#xae;, 2009</xref>) were adopted. Each measure pre-selected as relevant was classified under one of the following: Good Feeding, Good Housing, Good Health, and Appropriate Behaviour. The existing beef cattle welfare assessment protocols reviewed included the Welfare Quality&#xae; on-farm and at slaughterhouse protocols (<xref ref-type="bibr" rid="B148">Welfare Quality&#xae;, 2009</xref>), AssureWel Beef Cattle protocol (<xref ref-type="bibr" rid="B9">AssureWel, 2010-2016a</xref>), the US Beef Quality Assurance (BQA) assessment tool (<xref ref-type="bibr" rid="B14">(BQA), 2010</xref>), Canadian Feedlot Animal Care Assessment Program (<xref ref-type="bibr" rid="B24">(CFACA), 2018</xref>), and the proposed welfare protocol for the Australian live export of feeder and slaughter cattle (<xref ref-type="bibr" rid="B37">Dunston-Clarke et&#xa0;al., 2020</xref>). The National Feedlot Accreditation Scheme (<xref ref-type="bibr" rid="B99">(NFAS), 2021</xref>), the MLA &#x2018;fit to load guide&#x2019; (<xref ref-type="bibr" rid="B92">MLA, 2019</xref>) and the Australian Animal Welfare Standards and Guidelines for Cattle (<xref ref-type="bibr" rid="B3">Animal Health Australia, 2016</xref>), were also reviewed, ensuring that information relating specifically to the Australian industry were considered. Measures relevant to all aspects of the feedlot system, including animal handling and stockpersonship, and transport (loading and unloading), were considered.</p>
<p>A list of 109 measures were initially identified as potentially applicable to welfare assessments of lot-fed cattle; Good Feeding (<italic>n</italic> = 20); Good Housing (<italic>n</italic> = 35), Good Health (<italic>n</italic> = 37) and Appropriate Behaviour (<italic>n</italic> = 17) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Many measures (<italic>n</italic> = 44; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) were developed or adapted for application within a feedlot context, such as those to capture feedlot specific environment and management factors (e.g., animal source, use of prostaglandins, days on feed), or to address specific issues (e.g., acidosis for feed related issues, approach test for quantifying the human-animal relationship, drinking behaviour to address heat stress). The protocol was then reviewed by an advisory board consisting of animal welfare scientists and industry stakeholders, who considered each metric for its applicability and feasibility to the Australian feedlot context. Measures that were not deemed to meet these requirements were excluded, and additional measures considered relevant by stakeholders were identified and incorporated into the protocol. In some cases where a measure failed to meet stakeholder inclusion but was considered necessary by the authors, it was retained to ensure a comprehensive assessment of welfare. This resulted in measures that were novel to the feedlot context being retained (e.g., demeanour, reactivity index). For these measures, future pilot testing will ultimately determine their practicality and validity.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Welfare measures from existing international protocols, industry resources and scientific literature in beef cattle.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Welfare principle</th>
<th valign="top" rowspan="2" align="left">Welfare measure</th>
<th valign="top" colspan="5" align="left">Existing animal welfare assessment protocol</th>
<th valign="top" rowspan="2" align="left">Industry resources and scientific literature</th>
</tr>
<tr>
<th valign="top" align="left">AssureWel</th>
<th valign="top" align="left">Beef Quality Assurance</th>
<th valign="top" align="left">Canadian Feedlot Animal Care Assessment Program</th>
<th valign="top" align="left">Welfare Quality&#xae;</th>
<th valign="top" align="left">Live Export Protocol</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="22" align="left">Good Feeding<break/>(<italic>n</italic> = 20)</td>
<td valign="top" align="left">
<italic>Output measure</italic>
</td>
<td valign="top" colspan="6" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Body weight</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Body condition score</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Feeding behaviour score</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Drinking behaviour score</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Input measure</italic>
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Ration number</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Ration type</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Ration MMEF</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Feeding program</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Days on feed</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Feed contamination</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Slick bunks<sup>&#xa5;</sup>
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" colspan="" align="left">Feed bunk access/length</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Water trough/s no.</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Water trough access/length</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Water trough circumference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Position of water trough</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Water functionality</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Water trough temperature</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Water trough contamination</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Frequency of trough cleaning</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" rowspan="37" align="left">Good Housing<break/>(<italic>n</italic> = 35)</td>
<td valign="top" align="left">
<italic>Output measure</italic>
</td>
<td valign="middle" colspan="6" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Coat cleanliness</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Panting score</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Shivering</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Huddling</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Grouped</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Animals caught in pen structures</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Escaped animals</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Input measure</italic>
</td>
<td valign="middle" colspan="6" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Pen base structure</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Manure/mud depth</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Manure consistency</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Pen cleaning frequency</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Animal present in pen during cleaning</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Ammonia</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Structures in pens</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Slope of pen</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Wet-bulb globe temperature</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Dry bulb temperature</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Relative humidity</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Solar radiation</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Precipitation</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Wind speed</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Stocking density</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Number of animals in pen</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Horned animals</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Length of horns</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Tipped horns</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Animal source</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Time to fill pen/lot</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Mixing</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Breed</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Class</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Average pen weight at induction</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Coat colour</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Facility generated noise</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Pen noise</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="39" align="left">Good Health<break/>(<italic>n</italic> = 37)</td>
<td valign="top" align="left">
<italic>Output measures</italic>
</td>
<td valign="middle" colspan="6" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Animals that should be moved to hospital pen</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Births and abortions</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Treatment pulls</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Unfit to load at exit</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Case fatality rate</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Mortality/euthanasia</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Wound/lesion</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Abscess</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Hair loss/rub marks</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Non-ambulatory</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Swelling</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Lame</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Haematoma</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Nasal discharge</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Coughing</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Sneezing</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Respiratory distress</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Ocular discharge</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Ocular lesions</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Ocular cancer</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Pink eye</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Belching</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Bloat</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Acidosis</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Hollow sides</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Roughage regurgitation</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Water belly</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Urogenital infection</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Diarrhoea</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Prolapse of rectum/pizzle/vagina</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Dystocia</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Trace mineral deficiencies</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Vitamin deficiencies</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Abattoir report data</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Input measures</italic>
</td>
<td valign="middle" colspan="6" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Use of prostaglandins/steroids</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Frequency of pen checks</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Routine health treatment at induction</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="18" align="left">Appropriate Behaviour<break/>(<italic>n</italic> = 17)</td>
<td valign="top" align="left">
<italic>Output measures</italic>
</td>
<td valign="middle" colspan="6" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Posture</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Ethogram</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Approach test</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Reactivity index</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Demeanour</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Crush agitation</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Crush exit speed</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Crush exit</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Slips</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;*</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Falls</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;*</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Electric prodder use</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;*</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Handling aid use</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;*</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Use of dogs</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Mis-caught animals in crush</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Vocalisations</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;</td>
<td valign="middle" align="center">&#x2714;*</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Staff generated noise</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;</td>
</tr>
<tr>
<td valign="top" align="left">Animal flow through facility</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">&#x2714;*</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>*</sup>Captured under Welfare Quality &#xae; for fattening cattle at slaughterhouse only. <sup>&#xa5;</sup>A &#x201c;slick bunk&#x201d; feeding strategy attempts to match intake to appetite (<xref ref-type="bibr" rid="B31">Collings et&#xa0;al., 2011</xref>).</p>
</fn>
<fn>
<p>Purple indicates measures to assess stockpersonship and human-animal relationship.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<p>The advisory process resulted in a protocol containing 99 measures identified as applicable to the Australian cattle lot-fed industry. These measures were categorised by location of collection: Pen-side assessment (Good Feeding = 14, Good Housing = 28, Good Health = 11, and Appropriate Behaviour = 5, Total = 57; <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>): Yard assessment (Good Housing = 4, Good Health = 2, Appropriate Behaviour = 18, Total = 24; <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>): and Transport assessment (Good Feeding = 1, Good Housing = 5, Good Health = 5, and Appropriate Behaviour = 6, Total = 17; <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). These measures and their method of collection are shown in <xref ref-type="table" rid="T2">
<bold>Tables&#xa0;2</bold>
</xref> <bold>&#x2013;</bold> <xref ref-type="table" rid="T4">
<bold>4</bold>
</xref>.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Proposed Pen-side assessment protocol for the Australian cattle let-fed industry by welfare principle.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Good Feeding<break/>(<italic>n</italic> = 14)</th>
<th valign="top" align="center">Good Housing<break/>(<italic>n</italic> = 28)</th>
<th valign="top" align="center">Good Health<break/>(<italic>n</italic> = 11)</th>
<th valign="top" align="center">Appropriate Behaviour<break/>(<italic>n</italic> = 5)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Body condition score (BCS; description of majority of pen = score 1&#x2013;5)<break/>&#x2003;- Feeding behaviour score (FBS; not observed/disinterested/keen/pushing and competitive; % per category)<break/>&#x2003;- Drinking behaviour (description of majority of pen = score 1&#x2013;5)*<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Feeding program (short/short-medium/medium/long)<break/>&#x2003;- Days on feed (days)<break/>&#x2003;- Feed out time<break/>&#x2003;- Feed contamination (score 1&#x2013;4)<break/>&#x2003;- Feed bunk length (m)<break/>&#x2003;- Slick bunks<break/>&#x2003;- Water trough/s (no.)<break/>&#x2003;- Water trough/s length (m)<break/>&#x2003;- Water trough contamination (score 1&#x2013;5)<break/>&#x2003;- Water trough fill (score 1&#x2013;4)<break/>&#x2003;- Faecal pat consistency (description of majority of pen = score 1&#x2013;5)</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Coat cleanliness 1 score (score 1&#x2013;10)<break/>&#x2003;- Coat cleanliness 2 score (score 1&#x2013;5)<break/>&#x2003;- Panting score (score 1&#x2013;4.5; % per score)*<break/>&#x2003;- Shivering (%)<sup>#</sup>
<break/>&#x2003;- Huddling (%)<sup>#</sup>
<break/>&#x2003;- Grouped (dispersed/grouped at feeder/at water/under shade or not at resource; % per category)<break/>&#x2003;- Agitation associated with flies (Y/N, if Y = %)<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Pen type (home/hospital)<break/>&#x2003;- Head in pen (no.)<break/>&#x2003;- Pen size (m<sup>2</sup>) &#x2013; to calculate stocking density (m<sup>2</sup>/head)<break/>&#x2003;- Pen surface (description of pen = sandy/clay/rocky/gravel)<break/>&#x2003;- Surface moisture (score 1&#x2013;3)<break/>&#x2003;- Mud depth (score 1&#x2013;5)<break/>&#x2003;- Animal mud depth (score 1&#x2013;4)<break/>&#x2003;- Structures in pen<break/>&#x2003;- Enrichment (Y/N, if Y = comment)<break/>&#x2003;- Cloud cover (%)<break/>&#x2003;- Dry bulb temperature (&#xb0;C)<break/>&#x2003;- Web bulb globe temperature (&#xb0;C)<break/>&#x2003;- Relative humidity (%)<break/>&#x2003;- Precipitation (mm)<break/>&#x2003;- Wind speed (km/hr)<break/>&#x2003;- Temperature humidity index (THI)<break/>&#x2003;- Heat Load Index (HLI)<break/>&#x2003;- Mixing (Y/N)<break/>&#x2003;- Breed<break/>&#x2003;- Class (sex)<break/>&#x2003;- Coat colour (grey or white/red/red and white/black/black and white/spotted)</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Births and abortions (no.)<sup>^</sup>
<break/>&#x2003;- Treatment pulls (no. and reason)<sup>^</sup>
<break/>&#x2003;- Case fatality rate (no.)<sup>^</sup>
<break/>&#x2003;- Mortality/euthanasia (no.)<sup>^</sup>
<break/>&#x2003;- Abattoir report data<sup>^</sup>
<break/>&#x2003;- Lame (no.)<break/>&#x2003;- Non&#x2013;ambulatory (no.)<break/>&#x2003;- Nasal discharge (no.)<break/>&#x2003;- Coughing (no.)<break/>&#x2003;- Ocular discharge (no.)<break/>&#x2003;- Ill&#x2013;thrifty (no.) &amp; reason for ill&#x2013;thrift</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Posture (standing/lying lateral/lying sternal in shade vs. sun; %)<break/>&#x2003;- Ethogram (eating/drinking/ruminating/walking/positive social/negative social/self&#x2013;groom/abnormal/engaged/resting/vigilant; % per category)<break/>&#x2003;- Approach test (No reaction/look/retreat/approach and sniff; % head at feeder per category at human approach)<break/>&#x2003;- Reactivity index (No reaction/look/stand up/retreat/approach; %)<break/>&#x2003;- Demeanour (10 descriptive terms = score 0&#x2013;100 per term)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>*</sup>Measure collected only if Panting Score 2 or above observed.</p>
</fn>
<fn>
<p>
<sup>#</sup>Measure collected only if cold stress conditions (windy and/or cold) observed.</p>
</fn>
<fn>
<p>^Measure collected at a feedlot level.</p>
<p>Unless specified, measures were recorded at the pen level.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Proposed Yard assessment protocol for the Australian cattle lot-fed industry by welfare principle.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Good Feeding</th>
<th valign="top" align="left">Good Housing<break/>(<italic>n</italic> = 4)</th>
<th valign="top" align="left">Good Health<break/>(<italic>n =</italic> 2)</th>
<th valign="top" align="left">Appropriate Behaviour<sup>*</sup>
<break/>(<italic>n</italic> = 18)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>None</italic>
</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Panting score (score 1 &#x2013; 4.5; % per score)<break/>&#x2003;- Cattle shivering (no.)<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Stocking density (m<sup>2</sup>/head)<break/>&#x2003;- Shade access (Y/N if Y = % cover)</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Lame (no.)<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Routine health treatment at induction (comment)</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Cattle slapped/hit, or tails twisted (no.)<break/>&#x2003;- Handling aid use (no.)<break/>&#x2003;- Electric prodder use (no.)<break/>&#x2003;- Electric prodder in hand but not used (no.)<break/>&#x2003;- Mis-caught (no.)<break/>&#x2003;- Slips (no.)<break/>&#x2003;- Falls (no.)<break/>&#x2003;- Choking (no.)<break/>&#x2003;- Sleepers (no.)<break/>&#x2003;- Running/jumping out of crush at release (no.)<break/>&#x2003;- Fell at release from crush (no.)<break/>&#x2003;- Coat cleanliness (score 1 &#x2013; 10)<break/>&#x2003;- Vocalisation (no.)<break/>&#x2003;- Animal flow through facility (score 1 &#x2013; 3)<break/>&#x2003;- Animal flow when moving to/from home pen (score 1 &#x2013; 3)<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Staff generated noise (score 1 &#x2013; 3)<break/>&#x2003;- Facility generated noise (score 1 &#x2013; 3)<break/>&#x2003;- Use of dogs (Y/N if Y = indicate whether appropriate)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>*</sup>Human-animal relationship which incorporates appropriate handling and stockpersonship is captured under the welfare principle Appropriate behaviour.</p>
<p>Colour indicates type and location of assessment; Blue &#x2013; captured in holding yards, Purple &#x2013; captured in race, Orange &#x2013; captured in crush, and Black &#x2013; facility/infrastructure measure. Unless specified, measures were recorded at the animal level.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Proposed Transport assessment protocol for the Australian cattle lot-fed industry by measure type.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Good Feeding<break/>(<italic>n</italic> = 1)</th>
<th valign="top" align="left">Good Housing<break/>(<italic>n</italic> = 5)</th>
<th valign="top" align="left">Good Health<break/>(<italic>n</italic> = 5)</th>
<th valign="top" align="left">Appropriate Behaviour<sup>*</sup>
<break/>(<italic>n</italic> = 6)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>Input measures</italic>
<break/>&#x2003;- Time off water (h)</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Panting score (score 1 &#x2013; 4.5; % per score)<break/>&#x2003;- Cattle shivering (no.)<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Loading density (m<sup>2</sup>/head)<break/>&#x2003;- Stock crate free from sharp edges, holes etc. (Y/N, if N = comment)<break/>&#x2003;- Truck well aligned (Y/N if N = comment)</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Animals unfit for transport (no.)<break/>&#x2003;- Animal unfit for transport on arrival (no.)<break/>&#x2003;- Animal dead on arrival (no.)<break/>&#x2003;- Tender-footed animals (no.)<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Average weight (kg)</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Handling aid use (no.)<break/>&#x2003;- Electric prodder use (no.)<break/>&#x2003;- Electric prodder in hand but not used (no.)<break/>&#x2003;- Slips (no.)<break/>&#x2003;- Falls (no.)<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Use of dogs (Y/N if Y = indicate whether appropriate)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>*</sup>Human-animal relationship which incorporates appropriate handling and stockpersonship is captured under the welfare principle Appropriate behaviour.</p>
<p>Colour indicates measures captured by transport event type; Blue &#x2013; loading measures only, Orange &#x2013; unloading measures only, and Black &#x2013; both loading and unloading events. Unless specified, measures were recorded at the animal level.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Of the 109 potential measures evaluated by the advisory board, 51 were deemed not to meet applicability and practicality requirements and were excluded. Overall, 9 Good Feeding, 15 Good Housing, 25 Good Health and 2 Appropriate Behaviour measures were excluded in this process (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). The main reasons for exclusion were that a measure was i) not applicable to the feedlot context, ii) not practical to capture, iii) were adequately captured by another measure, or iv) the level of detail captured was not considered necessary by stakeholders. An additional 41 measures that were not included in the initial measure list, but were considered relevant to stakeholders were identified and incorporated. This included the same measures captured repeatedly at different locations; both Yard and Transport assessments (e.g., handling aid use, electric prodder use, electric prodder in hand but not used, slips, falls, use of dogs), and in all three assessments (e.g., panting score, cattle shivering). Overall, a total of 13, 12 and 16 additional measures were incorporated in the proposed Pen-side, Yard, and Transport assessment protocols, respectively, with the reason for inclusion detailed in <xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>. For measures where several collection methods were evident in the literature, multiple measures were proposed (e.g., coat cleanliness, pen manure pad integrity measures; <xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>).</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Pen-side welfare measures by welfare principle excluded from proposed protocol based on stakeholder deliberation.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Good Feeding<break/>(<italic>n</italic> = 9)</th>
<th valign="top" align="left">Good Housing<break/>(<italic>n</italic> = 15)</th>
<th valign="top" align="left">Good Health<break/>(<italic>n</italic> = 25)</th>
<th valign="top" align="left">Appropriate Behaviour<break/>(<italic>n</italic> = 2)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Body weight<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Ration number<break/>&#x2003;- Ration type<break/>&#x2003;- Ration MMEF<break/>&#x2003;- Water trough circumference<break/>&#x2003;- Position of water trough/s<break/>&#x2003;- Water functionality<break/>&#x2003;- Water trough temperature<break/>&#x2003;- Water trough cleaning frequency</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Animals caught in pen structures<break/>&#x2003;- Escaped animals<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Manure consistency<break/>&#x2003;- Pen cleaning frequency<break/>&#x2003;- Animals present in pen during cleaning<break/>&#x2003;- Ammonia<break/>&#x2003;- Slope of pen<break/>&#x2003;- Solar radiation<break/>&#x2003;- Horned animals<break/>&#x2003;- Length of horns<break/>&#x2003;- Tipped horns<break/>&#x2003;- Animal source<break/>&#x2003;- Time to fill pen/lot<break/>&#x2003;- Average pen weight at induction<break/>&#x2003;- Pen noise</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Animals that should be moved to hospital pen<break/>&#x2003;- Wound/lesion<break/>&#x2003;- Abscess<break/>&#x2003;- Hair loss/rub marks<break/>&#x2003;- Swelling<break/>&#x2003;- Haematoma<break/>&#x2003;- Sneezing<break/>&#x2003;- Respiratory distress<break/>&#x2003;- Ocular lesions<break/>&#x2003;- Ocular cancer<break/>&#x2003;- Pink eye<break/>&#x2003;- Belching<break/>&#x2003;- Bloat<break/>&#x2003;- Acidosis<break/>&#x2003;- Hollow sides<break/>&#x2003;- Roughage regurgitation<break/>&#x2003;- Water belly<break/>&#x2003;- Urogenital infection<break/>&#x2003;- Diarrhoea<break/>&#x2003;- Prolapse of rectum/pizzle/vagina<break/>&#x2003;- Dystocia<break/>&#x2003;- Trace mineral deficiencies<break/>&#x2003;- Vitamin deficiencies<break/>
<italic>Input measures</italic>
<break/>&#x2003;- Use of prostaglandins/steroids<break/>&#x2003;- Frequency of pen checks</td>
<td valign="top" align="left">
<italic>Output measures</italic>
<break/>&#x2003;- Crush agitation<break/>&#x2003;- Crush exit speed</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T6" position="float">
<label>Table&#xa0;6</label>
<caption>
<p>Additional welfare measures included in the proposed protocols (Pen-side, Yard, and Transport) based on stakeholder deliberation and manuscript review.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Assessment protocol</th>
<th valign="top" align="left">Welfare principle</th>
<th valign="top" align="left">Welfare measure</th>
<th valign="top" align="left">Measure type</th>
<th valign="top" align="left">Collection method</th>
<th valign="top" align="left">Reason for inclusion</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="13" align="left">Pen-side</td>
<td valign="top" rowspan="3" align="left">Good Feeding</td>
<td valign="top" align="left">Feed out time</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">hh:mm</td>
<td valign="top" align="left">Additional measure to inform cattle behaviour, specifically ethogram and demeanour measures. Important to aid interpretation of outcome measures.</td>
</tr>
<tr>
<td valign="top" align="left">Water trough fill</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Score 1 &#x2013; 4</td>
<td valign="top" align="left">Additional and more direct measure for water availability and utilisation not considered in existing protocols. Considered particularly important to inform water availability under thermal stress conditions.</td>
</tr>
<tr>
<td valign="top" align="left">Faecal pat consistency</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">Description of majority of pen = score 1 &#x2013; 5</td>
<td valign="top" align="left">More straightforward collection method of diarrhoea at a pen level, offering an assessment of manure consistency as well. Informs on cattle nutrition and management as diarrhoea is associated with diseases that are important in feedlot cattle, such as acidosis (<xref ref-type="bibr" rid="B103">Parkinson et&#xa0;al., 2010</xref>).</td>
</tr>
<tr>
<td valign="top" rowspan="9" align="left">Good Housing</td>
<td valign="top" align="left">Coat cleanliness score 2</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">Score 1 &#x2013; 5</td>
<td valign="top" align="left">Alternative measure to coat cleanliness score 1 to inform pen conditions and health (diarrhoea). Simplified 5-point scale proposed to reduce assessment burden; originally proposed in the 2000 draft for the Clean Livestock Assessment Scheme (for details see; <xref ref-type="bibr" rid="B135">Tucker and Klepper (2005)</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">Agitation associated with flies</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">Agitation associated with flies evident? (Y/N; if Y = %)</td>
<td valign="top" align="left">Identified by stakeholders as a specific issue in the feedlot context not considered in existing protocols. Nuisance flies can disrupt behaviour and reduce animal welfare (<xref ref-type="bibr" rid="B76">Machtinger et&#xa0;al., 2021</xref>), thus capture was deemed necessary.</td>
</tr>
<tr>
<td valign="top" align="left">Enrichment</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Enrichment present? (Y/N; if Y = comment)</td>
<td valign="top" align="left">Identified as a specific subject in the feedlot context not considered in existing protocols. The provision of enrichment is an inherently positive welfare outcome. The provision of effective environmental enrichment has the potential to reduce aggressive behaviour in feedlot cattle (<xref ref-type="bibr" rid="B102">Park et&#xa0;al., 2019b</xref>), and may reduce boredom and frustration (<xref ref-type="bibr" rid="B100">Nawroth et&#xa0;al., 2019</xref>). Capture is important to inform on cattle behaviour and capture positive welfare outcomes.</td>
</tr>
<tr>
<td valign="top" align="left">Pen type</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Description of pen = home/hospital</td>
<td valign="top" align="left">Additional measure to capture that not all pens at feedlots are standard home pens, with hospital pens routinely used to manage unwell cattle. Pens can also vary from a housing standpoint being different in pen size, pen environment and resources, and management, and should be assessed in the protocol.</td>
</tr>
<tr>
<td valign="top" align="left">Surface moisture</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Score 1 &#x2013; 3</td>
<td valign="top" rowspan="2" align="left">Alternative measures to mud depth to inform pen manure pad integrity. Two alternative collection methods are proposed on the basis of practicality and perceived ease of collection. Piloting to determine most appropriate collection method.</td>
</tr>
<tr>
<td valign="top" align="left">Animal mud depth</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Score 1 &#x2013; 4</td>
</tr>
<tr>
<td valign="top" align="left">Cloud cover</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Percentage (%) cloud cover</td>
<td valign="top" align="left">Additional measure to give an indication on the amount of sun exposure and thus environmental conditions cattle experience.</td>
</tr>
<tr>
<td valign="top" align="left">Temperature humidity index (THI)</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">THI calculation from weather data</td>
<td valign="top" align="left">Additional measure designed to inform on environmental conditions cattle experience, specifically heat stress conditions; previously used as an indicator and predictor of heat stress in Australian feedlots (<xref ref-type="bibr" rid="B91">MLA, 2006</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">Heat load index (HLI)</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">HLI calculation from weather data</td>
<td valign="top" align="left">Alternative measure to THI to inform on environmental conditions cattle experience, specifically heat stress conditions. This measure incorporates solar radiation and wind speed and therefore is considered a more accurate indicator and predictor of cattle heat stress than THI (<xref ref-type="bibr" rid="B133">Thornton et&#xa0;al., 2021</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">Good Health</td>
<td valign="top" align="left">Ill-thrifty</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No. &amp; reason for ill-thrift</td>
<td valign="top" align="left">Additional outcome measure designed to capture &#x2018;poor doers&#x2019;. Proposed under Live Export Protocol reviewed but not initially pre-selected in the protocol for feedlot cattle due to comprehensive list of morbidities included instead (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</td>
</tr>
<tr>
<td valign="top" rowspan="12" align="left">Yard</td>
<td valign="top" rowspan="5" align="left">Good Housing</td>
<td valign="top" align="left">Panting score</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">Score 1 &#x2013; 4.5; % per score</td>
<td valign="top" align="left">Additional measure to capture more detailed assessment of animal outcomes related to thermal challenge during handling within the feedlot context not initially considered in the Yard assessment.</td>
</tr>
<tr>
<td valign="top" align="left">Cattle shivering</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
<td valign="top" align="left">Additional measure to capture more detailed assessment of animal outcomes related to thermal challenge during handling within the feedlot context not initially considered in the Yard assessment.</td>
</tr>
<tr>
<td valign="top" align="left">Coat cleanliness score 1</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">Score 1 &#x2013; 10</td>
<td valign="top" align="left">Additional measure suggested during manuscript review to supplement Pen-side recordings of coat cleanliness.</td>
</tr>
<tr>
<td valign="top" align="left">Stocking density</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">m<sup>2</sup>/head</td>
<td valign="top" align="left">Additional measure considered important to capture appropriate management of stock during routine handling not initially considered under the Yard assessment.</td>
</tr>
<tr>
<td valign="top" align="left">Shade access</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Shade available in holding yards? (Y/N; if Y = % cover)</td>
<td valign="top" align="left">Additional measure to give an indication on the amount of sun exposure in holding yard facilities and thus environmental conditions cattle experience during routine handling.</td>
</tr>
<tr>
<td valign="top" align="left">Good Health</td>
<td valign="top" align="left">Lameness</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Additional measure suggested during manuscript review to supplement Pen-side recordings of lameness.</td>
</tr>
<tr>
<td valign="top" rowspan="6" align="left">Appropriate Behaviour*</td>
<td valign="top" align="left">Cattle slapped/hit, or tails twisted</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
<td valign="top" align="left">Additional measure to capture aversive handling, a negative welfare outcome, to provide indication of improvements in handling over time. Aversive handling causes stress and/or fear in cattle, which may also result in increased risk of slips and falls and/or injury as reasoned by (<xref ref-type="bibr" rid="B88">Minka and Ayo, 2007</xref>; <xref ref-type="bibr" rid="B18">Bourguet et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B35">Doyle and Moran, 2015</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">Electric prodder in hand but not used</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
<td valign="top" align="left">Identified as a specific issue during handling not considered in existing protocols. The premise that having the prodder in hand with the intention of using as a handling aid (non-electric prodder or as extension of arm) is more likely to result in inappropriate use. From a welfare perspective, it is considered best practice for electric prodders only be picked up and used when required, then put back down immediately, thus not being held constantly or used as a primary driving/handling aid (<xref ref-type="bibr" rid="B55">Grandin, 2007</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">Choking</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
<td valign="top" rowspan="2" align="left">Identified by stakeholders as a specific issue during handling not considered in existing protocols. Additional measures to capture inappropriate restraint of cattle during handling in the crush.</td>
</tr>
<tr>
<td valign="top" align="left">Sleepers<sup>^</sup>
</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Fell at release from crush</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
<td valign="top" align="left">Additional measure to capture a more aversive animal outcome than already captured by the collection of the crush exit measure (no. running/jumping out of crush at release). Proposed under BQA yard assessment (<xref ref-type="bibr" rid="B14">(BQA), 2010</xref>), and included following stakeholder feedback.</td>
</tr>
<tr>
<td valign="top" align="left">Animal flow when moving to/from home pen</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">Score 1 &#x2013; 3</td>
<td valign="top" align="left">Additional measure to capture a further aspect of animal handling within the feedlot context not initially considered; movement within the premises such as between home pen and yards not simply within the yard environment. Not considered in existing protocols.</td>
</tr>
<tr>
<td valign="top" rowspan="16" align="left">Transport</td>
<td valign="top" rowspan="6" align="left">Good Housing</td>
<td valign="top" align="left">Panting score</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">Score 1 &#x2013; 4.5; % per score</td>    <td valign="top" rowspan="16" align="left">The assessment of handling and condition of cattle associated with transport at feedlot entry was highlighted by stakeholders as an area in need of further assessment. Consequently, the assessment of animal handling and facilities was expanded to include a detailed assessment of trucking events, both loading and unloading. These measures are incorporated to capture:<break/>i) Compliance with legislation (e.g., time off water; (<xref ref-type="bibr" rid="B4">Animal Health Australia, 2012</xref>)) and industry standards (e.g., unfit for transport; (<xref ref-type="bibr" rid="B92">MLA, 2019</xref>),<break/>ii) Recognised welfare issues associated with transport (e.g., tender-footed/lame animals; (<xref ref-type="bibr" rid="B54">Grandin, 2001</xref>; <xref ref-type="bibr" rid="B52">Gonz&#xe1;lez et&#xa0;al., 2012b</xref>),<break/>iii) Animal handling as outlined in the Yard and Pen-side assessments, and/or<break/>iv) Additional important risk factors identified under existing welfare audits/protocols designed specifically for transport and abattoir (e.g., truck alignment and condition of stock crate;(<xref ref-type="bibr" rid="B60">Grandin 2013</xref>)).</td>
</tr>
<tr>
<td valign="top" align="left">Cattle shivering</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Loading density</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">m<sup>2</sup>/head</td>
</tr>
<tr>
<td valign="top" align="left">Time off water</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Time of water (h)</td>
</tr>
<tr>
<td valign="top" align="left">Stock crate free from sharp edges, holes etc.</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Stock crate free from sharp edges, holes etc.? (Y/N; if N = comment)</td>
</tr>
<tr>
<td valign="top" align="left">Truck well aligned</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Truck well aligned before cattle loading/unloading? (Y/N; if N = comment)</td>
</tr>
<tr>
<td valign="top" rowspan="4" align="left">Good Health</td>
<td valign="top" align="left">Animal unfit for transport on arrival</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Animal dead on arrival</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Tender-footed animals</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Average weight</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Average weight of cattle on truck (kg)</td>
</tr>
<tr>
<td valign="top" rowspan="6" align="left">Appropriate Behaviour</td>
<td valign="top" align="left">Handling aid use</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Electric prodder use</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Electric prodder in hand but not used</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Slips</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Falls</td>
<td valign="top" align="left">Output</td>
<td valign="top" align="left">No.</td>
</tr>
<tr>
<td valign="top" align="left">Use of dogs</td>
<td valign="top" align="left">Input</td>
<td valign="top" align="left">Dogs used?<break/>(Y/N; if Y = indicate whether appropriate)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>*</sup>Human-animal relationship which incorporates appropriate handling and stockpersonship is captured under the welfare principle Appropriate behaviour.</p>
</fn>
<fn>
<p>
<sup>^</sup>An animal that goes down in the crush and becomes unconscious but gains consciousness again.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This study identified 109 measures suitable for a cattle welfare assessment protocol, 99 of which were determined appropriate for the assessment of feedlot cattle in three key areas; Pen-side, Yard, and Transport. These protocols addressed the four Welfare Quality<sup>&#xae;</sup> welfare principles; Good Feeding, Good Housing, Good Health, and Appropriate Behaviour.</p>
<sec id="s4_1">
<label>4.1</label>
<title>Proposed measures to address &#x2018;good feeding&#x2019;</title>
<p>The management of feed and water is important, with adequate accessibility and quality of these resources being fundamental to animal welfare (<xref ref-type="bibr" rid="B5">Appleby and Waran, 1997</xref>). Our Pen-side protocol contained animal output measures that were considered appropriate for assessment from outside of the pen (body condition score (BCS), feeding behaviour score (FBS), drinking behaviour and faecal pat consistency) in addition to several resource- and management-measures, including feed contamination, feed bunk length, water trough number, water trough access, water trough contamination, and water trough fill.</p>
<p>Feedlot rations are developed in conjunction with nutritionists to meet requirements and reduce metabolic issues (<xref ref-type="bibr" rid="B117">Salvin et&#xa0;al., 2020</xref>), and there is a clear management focus on the delivery and monitoring of feed at a pen level in feedlots. Furthermore, considerable literature focuses on the nutritional management of cattle within the feedlot setting (e.g., <xref ref-type="bibr" rid="B36">Duff and Galyean, 2007</xref>; <xref ref-type="bibr" rid="B97">Nagaraja and Lechtenberg, 2007</xref>). However, fulfilment of the basic needs of an animal, in this case food, does not necessarily guarantee good welfare (<xref ref-type="bibr" rid="B144">Webster, 2005b</xref>). To address this, inclusion of animal output measures such as FBS that captures short-term feeding and BCS that captures medium- to long-term feeding were proposed in our protocol. FBS is a novel animal-based measure to inform on hunger status, social competition for food and response to thermal stress, and was first proposed for use in the live export industry (<xref ref-type="bibr" rid="B37">Dunston-Clarke et&#xa0;al., 2020</xref>). While feedlot pens are designed to give most if not all cattle access to feed simultaneously, the assessment of both resource-based and animal output measures of Good Feeding is important and may be useful in the identification of possible issues. For example, crowding or competition at feed troughs may indicate stocking density is too high, or that the feed bunks were void of feed for too long and action may be needed to manage welfare outcomes.</p>
<p>BCS is a commonly used measure of feeding that is easy to collect under field conditions and was included in four of the five reviewed beef cattle protocols. BCS offers a subjective assessment of body reserves (subcutaneous fat and muscular reserves) independent of frame-size, thus providing valuable information regarding nutrient intake relative to the animals&#x2019; requirements (overall nutrition status) (<xref ref-type="bibr" rid="B112">Roche et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B70">Kenyon et&#xa0;al., 2014</xref>). The monitoring of BCS at feedlot would be useful to identify cattle in poor condition with low body reserves (emaciated) or &#x2018;poor doers&#x2019; (captured under ill-thrifty animals in Good Health), the implication of which is inadequate nutrition informing on feed and animal management. Equally, the monitoring of heavy (fat or obese) cattle may also be useful as these cattle not seen in other points within the beef cattle supply chain (e.g., calf-cow operations, live exports), are present at feedlots. Weight or excess fat cover in cattle is a risk factor for heat stress (<xref ref-type="bibr" rid="B20">Brown-Brandl et&#xa0;al., 2006a</xref>; <xref ref-type="bibr" rid="B34">Dikmen et&#xa0;al., 2012</xref>), hoof disease (<xref ref-type="bibr" rid="B119">Sch&#xf6;pke et&#xa0;al., 2013</xref>), slips and falls during unloading (<xref ref-type="bibr" rid="B64">Gregory, 2008</xref>), and lameness (<xref ref-type="bibr" rid="B149">Wells et&#xa0;al., 1993</xref>). Heavier cattle may also be harder to move within facilities or require additional care when handling to manage risks of injury to staff and animal, which have both welfare and profitability impacts. From a management perspective, these risks may be harder to mitigate, and as such the pushing of cattle to extreme weight may not be ideal. Recording BCS may inform on other measures that identify animals in a negative welfare state (e.g., animals unfit to load by industry standards), aiding animal management efforts (e.g., feed management).</p>
<p>The accessibility and quality of water, alongside the appropriate management of water during climatic extremes, is an important welfare consideration in feedlots (<xref ref-type="bibr" rid="B3">Animal Health Australia, 2016</xref>; <xref ref-type="bibr" rid="B117">Salvin et&#xa0;al., 2020</xref>). From a welfare and legal perspective, it is vital to ensure that all cattle have access to water (<xref ref-type="bibr" rid="B3">Animal Health Australia, 2016</xref>; <xref ref-type="bibr" rid="B56">Grandin, 2016</xref>), particularly during heat stress conditions, when cattle have higher water requirements (<xref ref-type="bibr" rid="B6">Arias and Mader, 2011</xref>). Thus, measures to indicate good water accessibility were included in our protocol (e.g., water trough number, water trough length, water trough fill, and time off water for transported cattle). The provision of clean water is essential for good welfare (<xref ref-type="bibr" rid="B56">Grandin, 2016</xref>), and is reported to influence water intake in feedlot cattle (<xref ref-type="bibr" rid="B125">Sparke et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B120">Sch&#xfc;tz et&#xa0;al., 2019</xref>), thus water contamination and temperature are important to assess.</p>
<p>Animal-based measures for water availability and utilisation were not present in any of the welfare protocols reviewed. Previous protocols focused on input (resource- and management-based) measures to assess Good Feeding, reflecting the ease of collection under field conditions and reliability of such measures (<xref ref-type="bibr" rid="B83">Main et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B115">Rushen et&#xa0;al., 2011</xref>). However, animal output based measures are needed to provide a direct assessment of animal welfare (<xref ref-type="bibr" rid="B83">Main et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B146">Webster et&#xa0;al., 2004</xref>). Therefore, a drinking behaviour measure was created to capture pen-level crowding around water trough(s). During periods of heat stress, cattle alter their behaviour, increasing water intake (<xref ref-type="bibr" rid="B6">Arias and Mader, 2011</xref>), standing over water troughs (<xref ref-type="bibr" rid="B125">Sparke et&#xa0;al., 2001</xref>), and seeking shade created by troughs (<xref ref-type="bibr" rid="B90">Mitl&#xf6;hner et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B25">Castaneda et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B74">Lees et&#xa0;al., 2020</xref>). As only a small number of cattle are able to access water trough(s) at any one time, monitoring cattle drinking behaviour, particularly when heat stress conditions are occurring or expected is paramount. Crowding may be an indicator of poor welfare as it indicates that there are cattle that are thirsty but are unable to access water. Such observations can inform management decisions, ensuring appropriate and prompt action is taken, such as providing additional water points. The monitoring of water accessibility and quality measures is important from both a welfare and management perspective.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Proposed measures to address &#x2018;good housing&#x2019;</title>
<p>Good Housing in our Pen-side, Yard, and Transport protocols includes the assessment of pen condition and environment, with measures selected to inform both cattle comfort and thermal challenge. Animal output measures of coat cleanliness, panting score, shivering, huddling, grouped, and agitation associated with flies were included, with input measures necessary to inform these output measures also captured (e.g., head in pen, stocking and loading density, surface moisture, mud depth, access to shade, WBGT, breed, class, and coat colour).</p>
<p>Thermal challenge, particularly heat stress, is considered a major welfare issue in feedlot cattle (<xref ref-type="bibr" rid="B117">Salvin et&#xa0;al., 2020</xref>). The thermal environment, including temperature, humidity, solar radiation, air flow, and precipitation all directly impact cattle comfort and their ability to effectively thermoregulate (<xref ref-type="bibr" rid="B79">Mader et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B47">Gaughan et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B56">Grandin, 2016</xref>). Heat stress can lead to decreased feed intake and efficiency, cattle discomfort, and death in extreme cases (<xref ref-type="bibr" rid="B21">Brown-Brandl et&#xa0;al., 2006b</xref>; <xref ref-type="bibr" rid="B80">Mader and Griffin, 2015</xref>; <xref ref-type="bibr" rid="B134">Tucker et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B56">Grandin, 2016</xref>). Panting score is an animal-based measure of heat stress widely used in cattle and is routinely assessed under feedlot conditions (<xref ref-type="bibr" rid="B80">Mader and Griffin, 2015</xref>; <xref ref-type="bibr" rid="B74">Lees et&#xa0;al., 2020</xref>). The assessment of cattle demeanour (proposed under Appropriate Behaviour) offers further direct assessment of the impact of thermal challenge on cattle and is both simple and time efficient. For example, observations of demeanour together with panting scores are reported to capture animal responses to heat under live export conditions (<xref ref-type="bibr" rid="B155">Willis et&#xa0;al., 2021b</xref>). Stockperson stock appraisal skills may benefit from routine assessment of animal demeanour, improving awareness and sensitivity to how animals are coping with their environment and the identification of issues such as thermal stress. With the incidence of heat stress in feedlot cattle influenced by several factors, including climate, water accessibility, shade, breed, coat colour, weight, diet, and current health status (<xref ref-type="bibr" rid="B20">Brown-Brandl et&#xa0;al., 2006a</xref>; <xref ref-type="bibr" rid="B134">Tucker et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B56">Grandin, 2016</xref>; <xref ref-type="bibr" rid="B117">Salvin et&#xa0;al., 2020</xref>), the collection of this input data is vital to inform output measures.</p>
<p>The reviewed international cattle welfare protocols currently do not include animal-based measures to quantify cold stress in cattle, therefore, the assessment of shivering and huddling at a pen level was developed and proposed in the Pen-side, Yard, and Transport protocols. This was deemed important as some feedlots are located in southern Australia and can experience cold winter conditions. There is a heavy focus by industry on heat stress; however, the impact of cold stress on cattle thermal comfort and welfare needs to be considered. Evidence from US feedlots shows that cold stress impacts production and behaviour (<xref ref-type="bibr" rid="B49">Gonyou et&#xa0;al., 1979</xref>), and if not appropriately managed can result in mortalities (<xref ref-type="bibr" rid="B15">Belasco et&#xa0;al., 2015</xref>). Cattle are reported to huddle under heat stress conditions (<xref ref-type="bibr" rid="B46">Gaughan et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B74">Lees et&#xa0;al., 2020</xref>), and both huddle and/or shiver under cold stress conditions (<xref ref-type="bibr" rid="B49">Gonyou et&#xa0;al., 1979</xref>; <xref ref-type="bibr" rid="B61">Graunke et&#xa0;al., 2011</xref>). Recording these behaviours is considered simple and would better inform stakeholders on the impact of cold stress on cattle comfort and welfare, and provide insight into intervention points and the effectiveness of management strategies which could include use of bedding, temporary wind breaks, and/or feed management (<xref ref-type="bibr" rid="B78">Mader, 2003</xref>; <xref ref-type="bibr" rid="B80">Mader and Griffin, 2015</xref>; <xref ref-type="bibr" rid="B134">Tucker et&#xa0;al., 2015</xref>).</p>
<p>Mud has been identified as one of the top three welfare problems in cattle feedlots, particularly in areas of high rainfall (<xref ref-type="bibr" rid="B56">Grandin, 2016</xref>). High mud levels have been reported to impact resting behaviour and cattle comfort (<xref ref-type="bibr" rid="B94">Muller et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B43">Fisher et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B134">Tucker et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B26">Chen et&#xa0;al., 2017</xref>), and is associated with increased risk of lameness (<xref ref-type="bibr" rid="B128">Stokka et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B84">Marti et&#xa0;al., 2016</xref>) and heat stress through contributions to humidity in hot conditions (<xref ref-type="bibr" rid="B107">Petrov, 2007</xref>; <xref ref-type="bibr" rid="B134">Tucker et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B117">Salvin et&#xa0;al., 2020</xref>). Lying behaviour and the number of steps taken have been shown to be reduced in beef cattle confined to a surface with a high mud depth within a feedlot (<xref ref-type="bibr" rid="B33">Dickson et&#xa0;al., 2022</xref>). Measures of coat cleanliness are routinely employed as an indirect evaluation of environment (sanitation) and comfort in cattle and was included in all but one of the protocols reviewed. Overall, coat cleanliness can inform on pen surface, indicating muddy conditions or whether a dry area for lying is available (<xref ref-type="bibr" rid="B66">Hauge et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B56">Grandin, 2016</xref>; <xref ref-type="bibr" rid="B26">Chen et&#xa0;al., 2017</xref>). The maintenance of facilities and targeted pen surface management are vital to control mud and cattle cleanliness (<xref ref-type="bibr" rid="B78">Mader, 2003</xref>; <xref ref-type="bibr" rid="B80">Mader and Griffin, 2015</xref>; <xref ref-type="bibr" rid="B56">Grandin, 2016</xref>). Therefore, measures which assess manure pad integrity (e.g., surface moisture, mud depth or animal mud depth measures) should be recorded, and relevant management practices (e.g., stocking density) and environmental measures (e.g., precipitation) should be monitored. Importantly, even when good pen surface management practices are employed, pens can still get muddy (<xref ref-type="bibr" rid="B56">Grandin, 2016</xref>). Hence, monitoring cattle lying behaviour (captured as posture in Appropriate Behaviour) and cleanliness in the Pen-side and Yard assessments would be informative.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Proposed measures to address &#x2018;good health&#x2019;</title>
<p>Animal health is central to animal welfare and forms a vital component of the proposed protocol. Routine daily pen walks/rides by feedlot staff in Australian feedlots ensure that cattle health is monitored, and appropriate treatment action is taken where required. Here, important health issues relevant to the feedlot context are prioritised for further standardised formal recording at a pen level in the Pen-side protocol (lameness, non-ambulatory animals, nasal discharge, coughing, ocular discharge, ill-thrift), and within the Yard (lameness) and Transport protocols (animals unfit for transport, animals unfit for transport on arrival, animals dead on arrival, tender-footed animals). Additional measures of Good Health available for assessment at a feedlot level from readily accessible records were also considered (routine husbandry practices, births/abortions, treatment pulls, case fatality rate, mortality/euthanasia, abattoir report data).</p>
<p>Mortality represents the ultimate endpoint of compromised welfare and potentially poor welfare management (<xref ref-type="bibr" rid="B28">Colditz et&#xa0;al., 2014</xref>), and is an informative indicator of welfare under commercial conditions. Four of the protocols evaluated included a measure for cattle mortality, however, they considered only mortality at its endpoint, reporting the percentage of animals that died and/or were euthanised, regardless of cause (<xref ref-type="bibr" rid="B148">Welfare Quality&#xae;, 2009</xref>). Importantly, identifying the cause of death is considered a vital element of a successful welfare assessment protocol (<xref ref-type="bibr" rid="B142">Waiblinger et&#xa0;al., 2001</xref>). This enables action to safeguard welfare rather than simply reporting the status quo. Hence, the collection of more detailed mortality measures, including cause and case fatality rate following treatment, were proposed to be captured at a feedlot level. In addition to mortality, other measures of importance to be collected at a feedlot level included routine husbandry practices, births and abortions, treatment pulls, and abattoir report data.</p>
<p>Lameness, injury, and respiratory illnesses (e.g., Bovine Respiratory Disease (BRD)) are common and important issues in feedlot cattle (<xref ref-type="bibr" rid="B117">Salvin et&#xa0;al., 2020</xref>), and could reflect the suitability of the pen environment, feed and animal management, and stockpersonship. For example, pen condition and pen surface are considered as the two most common factors contributing to lameness caused by infection in feedlot cattle, followed by weather patterns and handling (<xref ref-type="bibr" rid="B132">Terrell et&#xa0;al., 2013</xref>). BRD is a major cause of morbidity and mortality in feedlot cattle (<xref ref-type="bibr" rid="B104">Perkins, 2013</xref>; <xref ref-type="bibr" rid="B140">Vogel et&#xa0;al., 2015</xref>), with age, stress at entry to feedlot environment (e.g., weaning, transport), immune status, nutritional status, climate and management (e.g., stocking density) important risk factors in feedlot cattle (<xref ref-type="bibr" rid="B123">Snowder et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B36">Duff and Galyean, 2007</xref>). Cattle requiring treatment for illness or injury likely experience negative welfare and to capture this, signs of these common health issues in cattle are included in the proposed protocol (lameness, nasal discharge, coughing). The collection and reporting of such information in a more targeted, routine, and standardised manner will inform on Good Health and would be beneficial. For example, the routine recording of nasal discharge and coughing at a pen level may have the added benefit of improving the accuracy of BRD diagnosis by pen walkers/riders, which is considered poor (~ 60%) (<xref ref-type="bibr" rid="B153">White and Renter, 2009</xref>). Overall, the Pen-side protocol captures several major health concerns applicable to feedlots, providing information valuable from both welfare assessment and management standpoints.</p>
<p>Cattle unfit to load at exit, unfit for transport at arrival, and dead-on-arrival in the Transport protocol, and lameness in the Yard protocol, represent additional measures of Good Health proposed here. The presence of animals that are unfit to load represents an assessment of moderate to severe health issues at the point of exit from feedlot, with the welfare of cattle unfit to load likely to be compromised (e.g., non-weight bearing lame, severe injury, or severe distress) (<xref ref-type="bibr" rid="B3">Animal Health Australia, 2012</xref>). The MLA &#x2018;fit to load guide&#x2019; (<xref ref-type="bibr" rid="B92">MLA, 2019</xref>) is available to producers to ensure the relevant legislative standards (<xref ref-type="bibr" rid="B3">Animal Health Australia, 2012</xref>) are met and best practice animal welfare is achieved. Cattle are routinely passed through the yards for drafting into lots for transport within weeks to days of exit from the feedlot prior to loading on trucks. This represents a practical time to collect valuable information captured in the Yard and Transport protocols proposed, including the formal recording of unfit, tender-footed, and lame animals.</p>
<p>It has been suggested that many on-farm welfare issues (e.g., cleanliness, ease of handling) can be assessed at the abattoir (<xref ref-type="bibr" rid="B57">Grandin, 2017</xref>; <xref ref-type="bibr" rid="B73">Knock and Carroll, 2019</xref>). While it is generally considered that &#x2018;lead&#x2019; indicators, those that facilitate corrective or preventative actions to be taken, are most informative from a welfare perspective (<xref ref-type="bibr" rid="B12">Barnett and Hemsworth, 2009</xref>), the benefit of &#x2018;lag&#x2019; indicators such as those that could be assessed at the abattoir should not be overlooked. The collection of this data could capture issues that have been missed including injuries and bruises (<xref ref-type="bibr" rid="B57">Grandin, 2017</xref>; <xref ref-type="bibr" rid="B73">Knock and Carroll, 2019</xref>) or issues that may not be apparent externally such as liver abscesses (<xref ref-type="bibr" rid="B45">Galyean and Rivera, 2003</xref>) or pneumonic (lung) lesions (<xref ref-type="bibr" rid="B42">Fern&#xe1;ndez et&#xa0;al., 2020</xref>). This information could then be used to inform targeted action at the feedlot. For example, consistent reports of liver abscesses could indicate ruminal acidosis, suggesting that current feed management needs to be reviewed (<xref ref-type="bibr" rid="B96">Nagaraja and Chengappa, 1998</xref>; <xref ref-type="bibr" rid="B45">Galyean and Rivera, 2003</xref>). In this way, data from received in abattoir feedback can be applied to refine management, thus advancing animal welfare at a feedlot level.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Proposed measures to address &#x2018;appropriate behaviour&#x2019;</title>
<p>Behaviour has an important role in the diagnosis and early detection of health issues at feedlots (e.g., diagnosis of BRD (<xref ref-type="bibr" rid="B153">White and Renter, 2009</xref>)), and behavioural measures are recognised as meaningful indicators of welfare across numerous production industries and systems (<xref ref-type="bibr" rid="B87">Mench and Mason, 1997</xref>; <xref ref-type="bibr" rid="B86">Mench, 1998</xref>; <xref ref-type="bibr" rid="B143">Webster, 2005a</xref>). The Pen-side protocol prioritises the behavioural observation of cattle in their home pen environment, capturing both positive and negative behaviours (through posture and activity), to provide a direct assessment of welfare outcomes. The assessment of cattle demeanour in the Pen-side protocol also offers a valuable assessment of both positive and negative welfare and mental state within a single measure. The assessment of animal handling and Human-animal relationship (HAR) in all three protocols is considered an advantage of this protocol, with the collection of several output (e.g., Pen-side; approach test, reactivity index, Yard and Transport; cattle slapped/hit or tails twisted, handling aid/electric prodder use, mis-caught, slips, falls, choking, animal flow through facility and to/from home pen; see <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref> and <xref ref-type="table" rid="T4">
<bold>Table 4</bold>
</xref> for details), and relevant input measures (e.g., staff generated noise, facility generated noise and/or use of dogs).</p>
<p>Both antagonistic social behaviours (e.g., displacement, aggression) and abnormal behaviours (e.g., buller syndrome, tongue rolling) can be observed in feedlot cattle (<xref ref-type="bibr" rid="B16">Blackshaw et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B89">Mitlohner et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B50">Gonzalez et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B138">Val-Laillet et&#xa0;al., 2009</xref>). While it is important to recognise that many factors influence behaviour (e.g., DOF, health status, climate, stocking density), the observation of negative behaviours can relate to competition and social stress, indicating that the social environment may be unstable (e.g., inadequate resource availability (<xref ref-type="bibr" rid="B50">Gonzalez et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B138">Val-Laillet et&#xa0;al., 2009</xref>)), or that animals lack adequate stimulation (<xref ref-type="bibr" rid="B101">Park et&#xa0;al., 2019a</xref>). Conversely, the absence or low incidence of these behaviours could be considered as an indication of neutral or positive welfare states. For these reasons, measures to capture negative social and abnormal behaviour are presented in the Pen-side protocol (see <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> for details).</p>
<p>The identification of measures of positive welfare is considered extremely valuable in on-farm monitoring protocols (<xref ref-type="bibr" rid="B39">Farm Animal Welfare Council, 2009</xref>; <xref ref-type="bibr" rid="B145">Webster, 2011</xref>; <xref ref-type="bibr" rid="B38">Edgar et&#xa0;al., 2013</xref>). The collection of information indicating that animals are experiencing a positive welfare state is paramount to the assessment of quality of life (see <xref ref-type="bibr" rid="B85">Mattiello et&#xa0;al., 2019</xref>). The assessment of positive welfare here involved measuring maintenance behaviours (e.g., self-grooming, resting, lying, ruminating), positive social behaviours (e.g., allogrooming, social play), and positive interactions with the environment (e.g., engaged; object play, locomotor play, exploration) listed in the ethogram and posture measures. Allogrooming, play (social and non-social), self-grooming and behavioural synchrony are indicators of positive welfare in cattle (<xref ref-type="bibr" rid="B98">Napolitano et&#xa0;al., 2009</xref>). For example, cattle naturally display synchrony in their feeding, resting/lying and ruminating behaviours (<xref ref-type="bibr" rid="B113">Rook and Huckle, 1995</xref>; <xref ref-type="bibr" rid="B129">Stoye et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B136">Tuomisto et&#xa0;al., 2019</xref>). High levels of synchrony in lying and ruminating behaviours may indicate comfort, social stability and/or that space allowance and stocking density are appropriate to avoid competition (see <xref ref-type="bibr" rid="B98">Napolitano et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B8">Asher and Collins, 2012</xref>). However, as indicators of positive welfare, some of these behaviours have limitations. For example, cattle may also demonstrate grooming when parasitised (ectoparasites including flies, ticks, lice) or when dirty (<xref ref-type="bibr" rid="B98">Napolitano et&#xa0;al., 2009</xref>), therefore high frequencies of these behaviours and consideration of these outputs with other measures may be required. Further, the use of pen infrastructure (e.g., fence posts, water troughs and/or enrichment) for grooming may damage the pen which could lead to injury or escape, a concern for welfare and management. These behaviours may also occur infrequently (e.g., allogrooming; (<xref ref-type="bibr" rid="B98">Napolitano et&#xa0;al., 2009</xref>) so careful consideration surrounding the most appropriate time for recording is required. For example, there is some evidence that allogrooming in cattle occurs in higher frequency during periods of feeding and overnight (<xref ref-type="bibr" rid="B138">Val-Laillet et&#xa0;al., 2009</xref>). For these reasons, measures to capture positive behaviour and mental state would be beneficial at feedlots; however, care should be given when interpreting these behaviours as indicators of positive welfare.</p>    <p>In addition to assessing quantitative measures of positive behaviour, the assessment of cattle demeanour is considered a particular advantage in the Pen-side protocol. Assessments of animal demeanour or body language offer a qualitative, whole animal assessment that is useful for the interpretation of welfare measures (<xref ref-type="bibr" rid="B151">Wemelsfelder et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B152">Wemelsfelder and Lawrence, 2001</xref>; <xref ref-type="bibr" rid="B150">Wemelsfelder, 2007</xref>), and are quick to capture compared to other behavioural measures (<xref ref-type="bibr" rid="B72">Knierim and Winckler, 2009</xref>). This is important under commercial conditions, with collection burden a major limitation to the use of behavioural measures (<xref ref-type="bibr" rid="B13">Barrell, 2019</xref>). The assessment of demeanour using Qualitative Behavioural Assessment (QBA) principals is considered valuable under commercial conditions, particularly to assess positive state (<xref ref-type="bibr" rid="B17">Boissy et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B116">Rutherford et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B95">Murphy et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B44">Fleming et&#xa0;al., 2016</xref>). Two of the reviewed protocols incorporate QBA which involves a panel of observers scoring the behavioural expression of cattle using a predetermined list of descriptive terms (<xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref>). A modified-QBA, or &#x2018;demeanour&#x2019; was proposed in the Pen-side protocol which includes one stockperson observing cattle real-time scoring four positive (curious, content, lively, settled), four negative (agitated, dull, nervous, uncomfortable) and two neutral terms (active, alert) (<xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref>). Importantly, producers in the Australian red meat industry believe that assessing animal welfare is an innate ability they possess (<xref ref-type="bibr" rid="B23">Buddle et&#xa0;al., 2021</xref>). Scoring animal demeanour could be considered fundamentally similar to this, capturing what a good stockperson does when they survey their livestock in a formal, numerical manner (<xref ref-type="bibr" rid="B44">Fleming et&#xa0;al., 2016</xref>). The application of including demeanour to feedlots is novel; however, the full QBA approach has been validated in cattle under numerous contexts (see; <xref ref-type="bibr" rid="B114">Rousing and Wemelsfelder, 2006</xref>; <xref ref-type="bibr" rid="B22">Brscic et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B127">Stockman et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B32">de Boyer des Roches et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B139">Vindevoghel et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B109">Rizzuto et&#xa0;al., 2020</xref>), with the modified-QBA (demeanour) approach recently reported useful and valid for welfare assessment within the Australian live export industry (<xref ref-type="bibr" rid="B154">Willis et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B155">Willis et&#xa0;al., 2021b</xref>). At feedlots, demeanour may provide evidence of positive affective state, and an early indicator of issues, such as thermal stress, ill-health, and unstable social housing, allowing earlier mitigation than otherwise would be possible. It would also aid in the interpretation of other measures, informing on how cattle are coping under certain conditions, allowing users to more easily interpret animal welfare states. In these ways, the assessment of cattle demeanour pen-side would be valuable; however, piloting under feedlot conditions is required.</p>
<table-wrap id="T7" position="float">
<label>Table&#xa0;7</label>
<caption>
<p>Descriptive terms used for Qualitative Behavioural Assessment (QBA) by existing cattle welfare assessment protocols and those proposed with definitions in the proposed feedlot protocol.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Term</th>
<th valign="top" align="left">Welfare Quality&#xae;</th>
<th valign="top" align="left">Live Export Protocol</th>
<th valign="top" align="left">Proposed Feedlot Protocol</th>
<th valign="middle" align="left">Definition in Proposed Feedlot Protocol</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Active</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Energetic, lively, busy body movement and actions</td>
</tr>
<tr>
<td valign="middle" align="left">Agitated</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Restless, uneasy, reactive, nervous movement</td>
</tr>
<tr>
<td valign="middle" align="left">Alert</td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Wide awake, fully aware, attentive, vigilant, engaged with surroundings, ready to react</td>
</tr>
<tr>
<td valign="middle" align="left">Anxious</td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Apathetic</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Bored</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Calm</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Curious</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Positive interest, questioning and inquisitive towards surroundings, actively exploring and engaging with environment</td>
</tr>
<tr>
<td valign="middle" align="left">Content</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Above means met, state of satisfaction, contentment in life situation, appeased, happy, in control and at ease</td>
</tr>
<tr>
<td valign="middle" align="left">Depressed</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Dull</td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Lacking interest, dispirited or wearied, slow moving, may include an element of being unwell</td>
</tr>
<tr>
<td valign="middle" align="left">Fearful</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Friendly</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Frustrated</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Happy</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Indifferent</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Inquisitive</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Irritable</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Listless</td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Lively</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Animated, energetic, excited, eager, enthusiastic, playful, positively engaged with surroundings</td>
</tr>
<tr>
<td valign="middle" align="left">Nervous</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Anxious, alarmed, worried, tense, unsure, unable to settle, reactive to stimuli, vigilant or watchful</td>
</tr>
<tr>
<td valign="middle" align="left">Playful</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Positively occupied</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Relaxed</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Settled</td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Quiet, calm, relaxed and resting</td>
</tr>
<tr>
<td valign="middle" align="left">Sociable</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Uneasy</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Uncomfortable</td>
<td valign="top" align="left"/>
<td valign="top" align="left">&#x2714;</td>
<td valign="top" align="left">&#x2714;</td>
<td valign="middle" align="left">Showing signs of physical discomfort, uneasy, or irritation</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Our protocols contain many measures of animal handling and the human-animal relationship (HAR). The quality of the HAR is widely considered an important factor that impacts animal welfare (<xref ref-type="bibr" rid="B67">Hemsworth, 2003</xref>; <xref ref-type="bibr" rid="B141">Waiblinger et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B68">Hemsworth and Coleman, 2011</xref>). In feedlots, good stockpersonship is an essential component of good cattle welfare (<xref ref-type="bibr" rid="B56">Grandin, 2016</xref>), and handling can influence cattle&#x2019;s fear of humans (<xref ref-type="bibr" rid="B19">Breuer et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B105">Petherick et&#xa0;al., 2009a</xref>; <xref ref-type="bibr" rid="B106">Petherick et&#xa0;al., 2009b</xref>). Recording cattle responses to handling (e.g., slips, falls, crush exit) and human resource use (e.g., use of electric prodders and handling aids, noise, mis-caught animals) informs on stockpersonship, animal stress (<xref ref-type="bibr" rid="B53">Grandin, 1993</xref>; <xref ref-type="bibr" rid="B40">Fell et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B71">King et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B2">Anderson and Miller, 2019</xref>), the design of the yards, and can be used to demonstrate improvements in handling practices over time (<xref ref-type="bibr" rid="B56">Grandin, 2016</xref>; <xref ref-type="bibr" rid="B58">Grandin, 2018</xref>). Feedlot cattle are routinely drafted through the yards and crush for treatments, performance weighing and/or immediately prior to transport, which represent important opportunities to easily and unobtrusively assess HAR. For example, poor flow through yards results when animals refuse to move forward or attempt to back up or turn around; thus, an assessment of animal flow can indicate that there are problems with facilities and/or handling (<xref ref-type="bibr" rid="B58">Grandin, 2018</xref>).</p>
<p>An assessment of HAR is also included in the Pen-side protocol. Observations concerning the reactions of cattle to an approaching human are commonly used to assess HAR and inform on how animals perceive humans, and whether this changes over time (<xref ref-type="bibr" rid="B141">Waiblinger et&#xa0;al., 2006</xref>). The incorporation of the &#x2018;Reactivity Index&#x2019; measure used in the Live Export Protocol (<xref ref-type="bibr" rid="B37">Dunston-Clarke et&#xa0;al., 2020</xref>) was considered to be most suitable to pen-side collection at feedlots. The capture of this information pen-side ensured that HAR is considered at all applicable points within the feedlot system and the lack of this could be considered a limitation in previous protocols. Importantly, cattle responses to humans are influenced by social context, the surrounding environment, the novelty of human exposure and type (<xref ref-type="bibr" rid="B65">Grignard et&#xa0;al., 2000</xref>) and loud machine and human noise (<xref ref-type="bibr" rid="B147">Weeks, 2008</xref>). Thus, these measures should be considered when observations of cattle are made Pen-side and also during handling (e.g., Yard and Transport protocols). Any measure based on the observation of cattle both pen-side and in the yards must be feasible to capture in a fast-paced environment and integrate within the feedlot system efficiently. The collection of those measures proposed is considered to achieve this; however, piloting will ultimately determine the practicality of these measures.</p>
</sec>
<sec id="s4_5">
<label>4.5</label>
<title>Additional measures included in the proposed protocol based on stakeholder engagement</title>
<p>The proposed protocol includes 41 additional measures identified as suitable for inclusion (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>), with 28 of these incorporated at the request of stakeholders and during manuscript review for a more comprehensive assessment of transport (loading, unloading) and animal handling than initially proposed and the remaining 13 were added to capture issues relevant to feedlots. For example, nuisance flies and their impact on cattle was identified as a specific seasonal problem due to the abundance of food and ideal breeding conditions (<xref ref-type="bibr" rid="B137">Urech et&#xa0;al., 2004</xref>). Flies can disrupt behaviour and reduce animal welfare (<xref ref-type="bibr" rid="B76">Machtinger et&#xa0;al., 2021</xref>), thus the measure was incorporated in the Pen-side protocol. Likewise, it was deemed necessary to incorporate a measure of &#x2018;ill-thrifty&#x2019; animals to capture &#x2018;poor doers&#x2019; that may have a poor demeanour (e.g., dull), have hollow sides or suboptimal body condition and/or poor coat condition. This addition is not anticipated to have a marked impact on assessment burden as it can be captured during pen walks/rides. Other measures were included as alternative methods to capture relevant information, either offering collection of information in a simpler manner than initially proposed (e.g., faecal pat consistency vs. diarrhoea), or one that was more familiar to feedlot staff, thus considered more easily understood and adoptable (e.g., THI vs. HLI). Regarding measures of coat cleanliness and pen manure pad integrity, multiple methods of measurement were determined necessary to identify the most appropriate for use in a feedlot context. Pilot testing will determine the most appropriate measures to capture this information.</p>
</sec>
<sec id="s4_6">
<label>4.6</label>
<title>Measures excluded from the proposed protocol based on stakeholder engagement</title>
<p>A total of 51 measures were excluded during the advisory process. Engagement with industry stakeholders and animal welfare scientists ensured that issues relevant to all stakeholders were addressed, ensuring measure feasibility and practicality were considered (<xref ref-type="bibr" rid="B124">S&#xf8;rensen and Fraser, 2010</xref>). Some tools to assess animal welfare developed in a research capacity may be too complex for practical use (<xref ref-type="bibr" rid="B58">Grandin, 2018</xref>), thus this step is considered vital in developing a successful protocol. Overall, the main reasons for exclusion were related to feasibility and practicality. For example, of the extensive list of potential health issues proposed under Good Health (<italic>n</italic> = 27; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), 22 (81.4%) were excluded from observations in the Pen-side protocol on the basis of stakeholder feedback but retained at a feedlot level collected from feedlot records (see <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). In light of the difficulty in identifying many of these health issues accurately when pen-side (e.g., acidosis) and the time to collect data, it was considered more appropriate to prioritise the formal collection of indicators of BRD (e.g., nasal discharge, coughing) and injury (e.g., lameness, non-ambulatory). This approach was deemed more comprehensive than collecting disease incidence data from only a sample of pens, with the added benefit of minimising assessment burden during pen-side assessments. Likewise, although measures of water temperature are included in four of the reviewed protocols, they were excluded here due to stakeholder concern that the time needed to manually assess them was prohibitive. Perhaps with advances in automated water monitoring systems in the future these measures may be feasible. Deliberation by the advisory board also identified measures not applicable to the feedlot environment (e.g., ammonia), or as is the case for those measures under Good Feeding relating to rations (ration number, ration type, ration MMEF), not considered pertinent to include in a feedlot welfare assessment. The reason behind these exclusions was the fact that feedlots are considered to inherently address nutritional requirements at an appropriate level because diets are specially formulated with nutritionists and carefully managed. In addition, several measures were considered by stakeholders to capture duplicative information and discussion determined which of these was most appropriate for inclusion. For example, for the Yard protocol, crush agitation and crush exit speed measures were argued to provide the same evidence to inform HAR as the crush exit measure, the latter of which was identified as the easiest to capture by feedlots, thus retained under Appropriate Behaviour. Likewise, the collection of the water trough number, water trough length and water trough fill measures were considered sufficient to inform water accessibility resulting in the exclusion of water trough circumference, position of water trough/s and water functionality measures from Good Feeding.</p>
</sec>
<sec id="s4_7">
<label>4.7</label>
<title>The consideration of existing feedlot data</title>
<p>Consultation with industry stakeholders indicated that 46 (46.5%) of the revised list of proposed measures are presently collected at feedlots to some extent. This means that the data is either readily accessible in the proposed format (e.g., days on feed, breed, mortalities, climatic data) or the data is presently collected in a different form (e.g., panting scores, slick bunks, water trough fill, health data). For those in the latter category, careful consideration during the advisory process was given as to how measures could be obtained without feedlot staff being required to collect duplicative information which would strain resources or be viewed as intrusive. Pilot testing will determine whether those measures presently collected can be easily transferred to the collection method proposed. Aligning data collection methods with those already collected at feedlot means that the protocol is considerate of resources (staff time and labour), and it is likely that the monitoring will not impede on normal staff responsibilities.</p>
</sec>
<sec id="s4_8">
<label>4.8</label>
<title>Next steps: pilot testing and industry adoption</title>    <p>The proposed protocol appears practical and feasible within the feedlot context. The next step is to pilot test the protocol on representative feedlot premises across Australia to further refine the measures and their collection methods. The final selection of measures to be included will ultimately be a trade-off between comprehensiveness and validity, and practicality under commercial feedlot conditions. The piloting, which is currently underway, will further develop the protocol, answering many questions vital to ultimate adoption and success, including:</p>
<list list-type="simple">
<list-item>
<p>- Validation of measures novel to the feedlot context (e.g., drinking behaviour, reactivity index measures).</p>
</list-item>
<list-item>
<p>- Removal of measures that are uninformative or provide duplicative information.</p>
</list-item>
<list-item>
<p>- Identification of measures in need of further modification to suit collection within a feedlot.</p>
</list-item>
<list-item>
<p>- Use of records: Are feedlot records collected and stored in a manner that allows easy direct retrieval and transfer as suggested above?</p>
</list-item>
<list-item>
<p>- Timing of pen-side assessments: What is the best and appropriate time of day to capture relevant information (e.g., behaviour measures)? Are repeated measurements of some measures required (e.g., increased frequency of the monitoring of panting score and drinking behaviour under heat stress conditions)?</p>
</list-item>
<list-item>
<p>- Frequency of assessment: How many times per year is enough to prove ongoing standards and/or improvements in animal welfare?</p>
</list-item>
<list-item>
<p>- Sample size: How many pen assessments, transport and handling event assessments per feedlot is appropriate?</p>
</list-item>
<list-item>
<p>- Time to complete assessments: How long do assessments take? Do assessments fit in with the feedlot personnel jobs efficiently?</p>
</list-item>
<list-item>
<p>- Creation of training materials to allow for standardised collection of measures and to address potential concerns with assessor bias.</p>
</list-item>
</list>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>The development and adoption of a welfare assessment protocol at a national level represents an opportunity for the Australian cattle lot-fed industry to pro-actively address public concerns surrounding animal welfare. As such, this study identified 99 suitable measures for inclusion in a welfare assessment protocol for lot-fed cattle in Australia, including an array of management-, resource-, environmental- and animal-based measures, considered both valuable and practical for use in feedlots. Care was taken to ensure all relevant feedlot welfare issues and the management and environmental factors that influence these were considered under the Pen-side, Yard, and Transport protocols. Assessing welfare at feedlots can be a considerable challenge due to the complex nature of both feedlot enterprises and animal welfare itself. The next step is to pilot this protocol on representative feedlot premises across Australia to further refine measures. The result of this process would be a versatile tool that provides the foundation for the on-going, standardised, monitoring of cattle welfare. This would ultimately benefit the industry by providing an evidence-based, transparent approach to benchmark animal welfare at a national level, thus addressing societal and industry concerns. It would also encourage continual improvements, the benefit of which is the long-term stability and sustainability of the industry.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article and supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>ET: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing&#x2013; original draft, Writing&#x2013; review &amp; editing. ED&#x2013;C: Conceptualization, Formal Analysis, Funding acquisition, Investigation, Methodology, Writing&#x2013; review &amp; editing. DB: Investigation, Methodology, Writing&#x2013; review &amp; editing. EJ: Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Writing&#x2013; review &amp; editing. BL: Conceptualization, Writing&#x2013; review &amp; editing. AB: Conceptualization, Funding acquisition, Investigation, Writing&#x2013; review &amp; editing. DM: Conceptualization, Writing&#x2013; review &amp; editing. TC: Conceptualization, Funding acquisition, Investigation, Supervision, Writing&#x2013; review &amp; editing. AF: Conceptualization, Funding acquisition, Investigation, Supervision, Writing&#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The authors declare financial support was received for the research, authorship, and/or publication of this article. Funding for this study was provided by Meat and Livestock Australia Pty Ltd., North Sydney, NSW, Australia (B.FLT.4007) and the Australian Federal Government, Canberra, ACT, Australia.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors gratefully acknowledge the advisory board of industry stakeholders and animal welfare experts for their consultation and valuable advice. Thank you to Dr Joe McMeniman for the management and coordination between research team and advisory board.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<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>
<p>This study received funding from Meat and Livestock Australia Pty Ltd., North Sydney, NSW, Australia. The Funder had the following involvement with the study: decision to publish.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;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>
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