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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Vet. Sci.</journal-id>
<journal-title>Frontiers in Veterinary Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Vet. Sci.</abbrev-journal-title>
<issn pub-type="epub">2297-1769</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fvets.2018.00294</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Veterinary Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A Survey-Based Investigation of Human Factors Associated With Transport Related Injuries in Horses</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Padalino</surname> <given-names>Barbara</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/504150/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Rogers</surname> <given-names>Chris W.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Guiver</surname> <given-names>Danielle</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Thompson</surname> <given-names>Kirrilly R.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Riley</surname> <given-names>Christopher B.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/504163/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong</institution>, <addr-line>Kowloon</addr-line>, <country>Hong Kong</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Veterinary Medicine, University of Bari</institution>, <addr-line>Bari</addr-line>, <country>Italy</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Veterinary Science, Massey University</institution>, <addr-line>Palmerston North</addr-line>, <country>New Zealand</country></aff>
<aff id="aff4"><sup>4</sup><institution>UniSA Business School, University of South Australia</institution>, <addr-line>Adelaide, SA</addr-line>, <country>Australia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Catherine Mary Dwyer, Scotland&#x00027;s Rural College, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Elisabetta Canali, Universit&#x000E0; degli Studi di Verona, Italy; Ana C. Strappini, Universidad Austral de Chile, Chile</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Barbara Padalino <email>barbara.padalino&#x00040;cityu.edu.hk</email>; <email>barbara.padalino&#x00040;uniba.it</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Animal Behavior and Welfare, a section of the journal Frontiers in Veterinary Science</p></fn></author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>11</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>5</volume>
<elocation-id>294</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>08</month>
<year>2018</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>11</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2018 Padalino, Rogers, Guiver, Thompson and Riley.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Padalino, Rogers, Guiver, Thompson and Riley</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>Injuries resulting from road transport are common in horses and are a potential welfare concern, as well as, a source of economic loss. An online cross sectional survey was used to determine the prevalence of road transport related injuries to horses in New Zealand and the association of human factors including demographics, industry background, training and the horse handling experience of the respondents with transport related injury. The survey generated 1133 valid responses that were analyzed using descriptive statistics, univariate and multivariate logistic regression analysis. At least one injured horse was reported by 201/1133 (17.7%) respondents as occurring during the two previous years. Only 191 respondents chose to provide further information on when the injury occurred and most injuries (133/191; 69.6%) occurred in transit. The respondent perceived possible reason for injury was reported by 190, and was most frequently thought to be either horse-associated (87/190; 45.8%) or associated with a driver mistake (18/190; 9.5%). Variables that remained as significantly associated with injury in a multivariate model focusing on human factors were experience in horse handling, the industry sector, and the amateur or professional involvement with the horse industry. The odds of injury associated with professionals may reflect greater exposure due to more frequent transport and larger numbers of horses in their care than amateurs. Findings confirm that human factors are associated with the risk of an injury during transport. Although further studies are required to determine if any of these relationships are causative, education on transport best practices with consideration of these factors may mitigate their influence.</p></abstract>
<kwd-group>
<kwd>transport</kwd>
<kwd>injury</kwd>
<kwd>horse</kwd>
<kwd>human factors</kwd>
<kwd>experience</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="11"/>
<word-count count="8509"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Traumatic injuries are a common cause of morbidity and mortality in horses (<xref ref-type="bibr" rid="B1">1</xref>&#x02013;<xref ref-type="bibr" rid="B4">4</xref>). These are not only a welfare concern, but also a significant cause of economic loss for the equine industry (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). Factors that have been reported as associated with an increase of traumatic injury include a range of management practices, horse signalment, type of use, and horse transport (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B5">5</xref>&#x02013;<xref ref-type="bibr" rid="B7">7</xref>). In Sweden horse trailers (i.e., floats in Australasia) have been identified as the second most common location after the paddock where injury to horses occurs (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>The incidence of transport-related horse injuries has been most extensively studied for horses transported by road using commercial companies and varies from 1.6 to 33% depending upon the population studied (<xref ref-type="bibr" rid="B9">9</xref>&#x02013;<xref ref-type="bibr" rid="B11">11</xref>). In Australia injuries associated with commercial and non-commercial equine transport were reported by 45% of surveyed respondents within a 2-year period prior to survey completion (<xref ref-type="bibr" rid="B12">12</xref>). Human factors including the age of the respondents (younger vs. older), the choice to use protective equipment on the horse and administration of sedation have been identified as risk factors for injury (<xref ref-type="bibr" rid="B12">12</xref>). In a Swedish survey of equestrian horse owners 12% reported an equine injury during loading, and 5% described concurrent injury of the animal being loaded and the handler (<xref ref-type="bibr" rid="B13">13</xref>), but risk analysis was not performed. A face-to-face survey conducted at equestrian events in Southern Australia that focused on non-commercial horse transport, reported that 25% of the respondents had experienced a transported related injury within the 15 years prior to the study (<xref ref-type="bibr" rid="B14">14</xref>). In the latter study, the age and the experience of the respondents were not identified as risk factors. However, 6% of the respondents admitted that the cause of the transport-related injury they recalled was a driver error, and respondents who admitted answering the telephone while driving had an increased likelihood of having previously had a horse injured during transport.</p>
<p>Driver skills and behaviors are of critical importance with respect to safe live animal transportation because they affect the movement of the vehicle and therefore the ability of the animals to balance during movement (<xref ref-type="bibr" rid="B15">15</xref>). Driver experience has been postulated as a human related risk factor and although equine-related data is currently lacking, the probability of animals becoming non-ambulatory or markedly lame during transport is greater for drivers hauling cattle (for example) with &#x0003E;6 years of experience than those that are more experienced (<xref ref-type="bibr" rid="B16">16</xref>). Despite recent advancements in the understanding of the risk of transport related injuries to horses during commercial and non-commercial movement, information on human related factors associated with these injuries are limited, as are strategies that mitigate the risk.</p>
<p>In New Zealand the horse population is estimated at 99,000 (<xref ref-type="bibr" rid="B17">17</xref>), and the number of horse owners and equine industry workers at approximately 90,000 people (<xref ref-type="bibr" rid="B17">17</xref>&#x02013;<xref ref-type="bibr" rid="B19">19</xref>). This figure encompasses amateur and professional respondents, racing, breeding, equestrian sports and recreational activities. Differences in the patterns of horse movements have been reported between the racing, breeding (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>) and non-racing sectors in New Zealand (<xref ref-type="bibr" rid="B22">22</xref>). The extrapolation of these findings to the national equine population (<xref ref-type="bibr" rid="B17">17</xref>) results in a conservative estimate of four million horse movements per year in New Zealand, indicating that the exposure to transport related injury may be significant. With respect to the road transport of horses, information on the industry-wide demographics of the horse owners and industry workers, their equine industry related education and training background, and driver behaviors in New Zealand is limited. In New Zealand the relationship between these and other human factors with respect to injuries sustained by horses during their road transport in non-commercially operated vehicles has not been evaluated. The aim of this work was to investigate whether the demographics, industry related background, training and experience of the respondents were associated with the odds of injury to horses during road transport in New Zealand.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<p>This online survey was approved by the Massey University Human Ethics Committee as low risk (Ethics Notification Number: 4000017178).</p>
<sec>
<title>Respondents</title>
<p>The target population for this survey were residents of New Zealand associated with the road transport of horses for professional or recreational purposes. Respondents were required to have at least one horse in their care and to have organized transport for horse(s) at least once during the 2 years prior to completing the survey. Based on an estimated target population of 90,000 equine industry participants (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>) 1,055 surveys were required to attain a 95% confidence level, and an error level of &#x000B1; 3% (<xref ref-type="bibr" rid="B23">23</xref>).</p>
</sec>
<sec>
<title>Survey</title>
<p>As part of a wider study of horse transport in New Zealand, the human factors section of this survey (<xref ref-type="supplementary-material" rid="SM1">Supplementary Material</xref>) consisted of 17 closed and 8 open ended questions that sought to elicit from respondents their demographic details (gender, age), information on their involvement with the equine industry (sector, membership with one or more New Zealand based horse organizations, the nature of their involvement with horses (professional or amateur) and the specific type of activities in which they participated), their equine industry related experience, education and training (experience in horse handling, industry qualifications, class of driving license, understanding of the Animal Welfare Code (AWC) (<xref ref-type="bibr" rid="B24">24</xref>), their ability to recognize a horse in distress, and the frequency of performing an assessment of fitness for travel, the use of a training for loading and traveling), their horse and journey details (number of horses in their care, travel frequency and distances transported). In addition to soliciting the information described above, survey respondents were asked to respond to questions that described the most recent transport-related injury (a shallow or deep cut or wound, fracture or broken bone, bruise, skin or tail rubbed raw, or other), if any, that had occurred to a horse during the 2 years prior to them completing the survey (2015&#x02013;2017).</p>
<p>The survey was developed by a process of iterative review by the researchers taking into account the key design features required to ensure valid questionnaire results (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). The survey was constructed using online proprietary software (Qualtrics, New Zealand), piloted among six horse owning staff members at Massey University, and adjustments made in response to feedback. Invitations to participate and to distribute or access the link to the survey were disseminated via horse organization office bearers or their members (initially contacted by one of the researchers (CBR) by telephone with a reminder call 6 weeks after the survey was opened). These contacts forwarded the survey link to members and industry contacts via email, web and social networking sites such as Facebook pages (Table <xref ref-type="supplementary-material" rid="SM1">S1</xref>). The survey link was further shared by supportive individuals in a social media version of &#x0201C;snowball sampling&#x0201D; (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). Proprietors of two businesses and one academic institution disseminated the survey link online to their clients and staff, respectively, via email, web and social media pages. The survey link was available for completion between 7 February 2017 and 16 May 2017 (&#x0007E;3 months).</p></sec>
<sec>
<title>Explanatory variables</title>
<p>Quantitative data not fulfilling the requirements for parametric analyses (age, experience, number of horses) were transformed to categorical variables for further analysis, while ensuring a balanced dataset (i.e., no category with &#x0003E;5% of the population of values). For the same reason, respondents from the Thoroughbred and Standardbred racing industry sectors were combined into the same category (variables: industry sector and membership), and respondents with a learner or restricted driving licenses (i.e., without a &#x0201C;full&#x0201D; license) were combined into the same group for analyses. Respondents with one or more equine related qualifications and those without were dichotomised into &#x0201C;qualified&#x0201D; (yes) or &#x0201C;unqualified&#x0201D; categories (no), respectively (Table <xref ref-type="table" rid="T1">1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Name and description of the candidate explanatory variables evaluated.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Name</bold></th>
<th valign="top" align="left"><bold>Description</bold></th>
<th valign="top" align="left"><bold>Categories</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#bcbdc0"><bold>RESPONDENTS DETAILS</bold></td>
</tr>
<tr>
<td valign="top" align="left">Gender</td>
<td/>
<td valign="top" align="left">Male, Female</td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td/>
<td valign="top" align="left">16&#x02013;30, 31&#x02013;45, 46&#x02013;60, 61&#x0002B;</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#bcbdc0"><bold>INVOLVEMENT WITH THE EQUINE INDUSTRY</bold></td>
</tr>
<tr>
<td valign="top" align="left">Industry sector</td>
<td valign="top" align="left">In which sector of the horse industry were they involved</td>
<td valign="top" align="left">Thoroughbred (TB) or Standardbred (SB) racing, Dressage, Eventing, Show Jumping, Pony Club, Endurance and Competition Trail Riding (CTR), Horse breeding, Recreational non-competitive, Other (i.e., Hunting, Western, Polo, Showing)</td>
</tr>
<tr>
<td valign="top" align="left">Membership</td>
<td valign="top" align="left">In what organization did the respondent have a membership</td>
<td valign="top" align="left">New Zealand Thoroughbred or Harness Racing (Racing), Equestrian Sport New Zealand (ESNZ), New Zealand Pony Club Association (NZPCA), no membership</td>
</tr>
<tr>
<td valign="top" align="left">Involvement</td>
<td valign="top" align="left">Nature of the respondent&#x00027;s involvement with horses</td>
<td valign="top" align="left">Professional (involved with horses for financial reward), Amateur (involved with horses as a hobby)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#bcbdc0"><bold>EXPERIENCE/EDUCATION/TRAINING</bold></td>
</tr>
<tr>
<td valign="top" align="left">Experience</td>
<td valign="top" align="left">Respondent&#x00027;s years of experience handling horses</td>
<td valign="top" align="left">1&#x02013;5, 6&#x02013;10, 11&#x02013;20, 21&#x02013;30, 31&#x02013;40, 41&#x02013;50, 51&#x0002B;</td>
</tr>
<tr>
<td valign="top" align="left">Qualification</td>
<td valign="top" align="left">Possession of one or more equine industry qualifications</td>
<td valign="top" align="left">Yes, No</td>
</tr>
<tr>
<td valign="top" align="left">Driving License</td>
<td valign="top" align="left">Respondent&#x00027;s class of driving license</td>
<td valign="top" align="left">Learner or Restricted, Full, Heavy vehicle license (HVL)</td>
</tr>
<tr>
<td valign="top" align="left">AWC</td>
<td valign="top" align="left">Respondent&#x00027;s self-assessment of their understanding of the Animal Welfare Code (Transport within New Zealand 2011)</td>
<td valign="top" align="left">1-low, 2-some, 3-moderate, 4-high, 5-very high</td>
</tr>
<tr>
<td valign="top" align="left">Distress</td>
<td valign="top" align="left">Respondent&#x00027;s self-assessment of ability to identify a horse in distress</td>
<td valign="top" align="left">1-low, 2-some, 3-moderate, 4-high, 5-very high</td>
</tr>
<tr>
<td valign="top" align="left">FFT</td>
<td valign="top" align="left">Frequency of assessment of fitness for travel before moving horses</td>
<td valign="top" align="left">1-never, 2-sometimes, 3-about half the time, 4-most of the time, 5-always</td>
</tr>
<tr>
<td valign="top" align="left">Mechanical check list</td>
<td valign="top" align="left">Frequency of use of a mechanical check list on the transport vehicle before moving horses</td>
<td valign="top" align="left">1-never, 2-sometimes, 3-about half the time, 4-most of the time, 5-always</td>
</tr>
<tr>
<td valign="top" align="left">Horse training</td>
<td valign="top" align="left">Did the respondents train their horse for loading and traveling?</td>
<td valign="top" align="left">Yes, No</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#bcbdc0"><bold>HORSE AND JOURNEY DETAILS</bold></td>
</tr>
<tr>
<td valign="top" align="left">Number of horses</td>
<td valign="top" align="left">Number of horses kept with their horse</td>
<td valign="top" align="left">1&#x02013;2, 3&#x02013;5, 6&#x02013;10, 11&#x02013;15, 16&#x02013;30, 31&#x0002B;</td>
</tr>
<tr>
<td valign="top" align="left">Journey frequency</td>
<td valign="top" align="left">Frequency of organized transport events</td>
<td valign="top" align="left">Daily, 2&#x02013;5 times a week, once a week, fortnightly, monthly, &#x0003C; once a month</td>
</tr>
<tr>
<td valign="top" align="left">Journey distance</td>
<td valign="top" align="left">Average journey distance (km)</td>
<td valign="top" align="left">1&#x02013;20, 31&#x02013;60, 61&#x02013;90, 91&#x02013;120, 120&#x02013;240, 241&#x0002B;</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Outcome variable</title>
<p>Injury of a horse in association with transport (binary: no injury; at least one injury) was the outcome for univariate and multivariate logistic regressions. An injury was considered to have been reported by the respondent if they checked the question asking if their horse had sustained a shallow or deep cut or wound, fracture or broken bone, bruise, skin or tail rubbed raw, or other as described by respondents. The respondents reporting at least one injury also provided the following information: when during transport they thought that the injury had occurred, and their role(s) (driver, passenger, person loading and person unloading the horse).</p>
</sec>
<sec>
<title>Statistical analyses</title>
<p>Quantitative data (survey completion time, age, experience, number of horses) were examined using simple descriptive statistics and were plotted and tested for normality using Shapiro-Wilk tests (Statistica 11, Statsoft, Tulsa, OK, USA). Data for these variables were not normally distributed and are descriptively reported as median and interquartile ranges (IQR; Q1&#x02013;Q3). Descriptive statistics of categorical data were obtained using Statulor<sup>&#x003B2;</sup> and are reported as the number of responses and percentages (including the number of values of used for analysis, and the number of missing values). Associations between the predictive variables were explored using &#x003C7;2 tests (significance at <italic>P</italic> &#x0003C; 0.05). A univariate logistic regression models were developed with injury as a binary outcome (injury/non-injury); <italic>P</italic>-values were calculated using the Wald test. Each predictor variable returning a <italic>P</italic> &#x0003C; 0.25 from the univariate analyses was considered for inclusion in the final multivariate model for injury (Table <xref ref-type="supplementary-material" rid="SM1">S2</xref>). To avoid errors asscociated with collinearity, the variable which was most frequently collinear with the other variables was excluded. Predictor variables for the final multivariate logistic regression model were selected using a step-wise backward elimination procedure whereby predictive variables were removed until all variables in the final model had a <italic>P</italic> &#x0003C; 0.05 indicating significance (<xref ref-type="bibr" rid="B12">12</xref>). The findings are presented as odds ratios (OR) and confidence intervals (95% CI) for each predictive variable value. Wald test <italic>P</italic> values were reported for each association. All univariate and multivariate analyses were performed using GenStat<sup>&#x000AE;</sup>Version 14 (VSN International, Hemel Hempstead, UK).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Survey response</title>
<p>The survey resulted in 1,486 initial contacts, of which eight did not consent to further participation, 153 (10.3%) consented to participation but did not complete any other questions, 185 (12.5%) did not respond to the question on whether a horse had sustained an injury or not, and 7 (0.5%) did not transport their horses. After these responses were excluded, 1,133 (76.7%) valid responses remained for analysis. This sample size resulted in a 95% confidence level, and an error level of &#x000B1; 2.9% for the study population. Respondents took approximately 10 min to complete the survey (median: 10, min; IQR 7.6&#x02013;13.7 min).</p>
</sec>
<sec>
<title>Descriptive statistics of the quantitative and categorical data</title>
<p>The median of age of respondents was 45 years (IQR 31&#x02013;54 years) and the median duration of experience was 30 years (IQR 15&#x02013;40 years). The respondents took care of 14,573 horses, with a median of 6 horses (IQR 3&#x02013;14) per respondent, and the median distance of their road journeys with horses was 50 km (IQR 30&#x02013;100).</p>
<p>Table <xref ref-type="table" rid="T2">2</xref> shows counts and the percentage breakdown of response classes within the study variables that were surveyed. The description of the type of professional and amateur activities most frequently listed by respondents in free text areas of the survey are shown in Figures <xref ref-type="fig" rid="F1">1</xref>, <xref ref-type="fig" rid="F2">2</xref>, respectively.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Frequency table for demographics characteristics and equine industry involvement of respondents to a survey on horse transportation practices in New Zealand.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Predictive variable</bold></th>
<th valign="top" align="left"><bold>Class</bold></th>
<th valign="top" align="center"><bold>Count</bold></th>
<th valign="top" align="center"><bold>Percentage</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">947</td>
<td valign="top" align="center">84.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Male</td>
<td valign="top" align="left">175</td>
<td valign="top" align="center">15.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,122</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.9</td>
</tr>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="left">16&#x02013;30</td>
<td valign="top" align="center">276</td>
<td valign="top" align="center">24.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">31&#x02013;45</td>
<td valign="top" align="center">306</td>
<td valign="top" align="center">27.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">46&#x02013;60</td>
<td valign="top" align="center">387</td>
<td valign="top" align="center">34.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">61&#x0002B;</td>
<td valign="top" align="center">161</td>
<td valign="top" align="center">14.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,130</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">Industry Sector</td>
<td valign="top" align="left">Dressage</td>
<td valign="top" align="center">131</td>
<td valign="top" align="center">11.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Endurance &#x00026; Competitive trail riding</td>
<td valign="top" align="center">54</td>
<td valign="top" align="center">4.8</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Eventing</td>
<td valign="top" align="center">120</td>
<td valign="top" align="center">10.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Horse breeding</td>
<td valign="top" align="center">67</td>
<td valign="top" align="center">5.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Other (Hunting, Western, Polo, Showing, etc.)</td>
<td valign="top" align="center">96</td>
<td valign="top" align="center">8.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Pony club</td>
<td valign="top" align="center">78</td>
<td valign="top" align="center">6.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Racing (Thoroughbred and Standardbred)</td>
<td valign="top" align="center">244</td>
<td valign="top" align="center">21.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Recreational riding</td>
<td valign="top" align="center">209</td>
<td valign="top" align="center">18.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Show jumping</td>
<td valign="top" align="center">134</td>
<td valign="top" align="center">11.8</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,133</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td valign="top" align="left">Membership</td>
<td valign="top" align="left">Equestrian Sports New Zealand</td>
<td valign="top" align="center">423</td>
<td valign="top" align="center">37.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Racing membership</td>
<td valign="top" align="center">241</td>
<td valign="top" align="center">21.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">New Zealand Pony Club Association</td>
<td valign="top" align="center">98</td>
<td valign="top" align="center">8.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Other (please specify)</td>
<td valign="top" align="center">171</td>
<td valign="top" align="center">15.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Not registered member of any horse related organization</td>
<td valign="top" align="center">200</td>
<td valign="top" align="center">17.7</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,133</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td valign="top" align="left">Involvement</td>
<td valign="top" align="left">Amateur</td>
<td valign="top" align="center">851</td>
<td valign="top" align="center">75.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Professional</td>
<td valign="top" align="center">282</td>
<td valign="top" align="center">24.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,133</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td valign="top" align="left">Experience in horse handling (years)</td>
<td valign="top" align="left">1_5</td>
<td valign="top" align="center">47</td>
<td valign="top" align="center">4.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">6_10</td>
<td valign="top" align="center">95</td>
<td valign="top" align="center">8.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">11_20</td>
<td valign="top" align="center">271</td>
<td valign="top" align="center">24.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">21_30</td>
<td valign="top" align="center">229</td>
<td valign="top" align="center">20.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">31_40</td>
<td valign="top" align="center">260</td>
<td valign="top" align="center">23.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">41_50</td>
<td valign="top" align="center">149</td>
<td valign="top" align="center">13.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">51&#x0002B;</td>
<td valign="top" align="center">69</td>
<td valign="top" align="center">6.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,120</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">1.1</td>
</tr>
<tr>
<td valign="top" align="left">Equine qualification?</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">446</td>
<td valign="top" align="center">39.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">687</td>
<td valign="top" align="center">60.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1133</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td valign="top" align="left">Number of horses</td>
<td valign="top" align="left">1_2</td>
<td valign="top" align="center">197</td>
<td valign="top" align="center">17.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">3_5</td>
<td valign="top" align="center">358</td>
<td valign="top" align="center">32.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">6_10</td>
<td valign="top" align="center">232</td>
<td valign="top" align="center">20.8</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">11_15</td>
<td valign="top" align="center">96</td>
<td valign="top" align="center">8.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">16_30</td>
<td valign="top" align="center">133</td>
<td valign="top" align="center">11.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">31&#x0002B;</td>
<td valign="top" align="center">100</td>
<td valign="top" align="center">9.0</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,116</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center">1.5</td>
</tr>
<tr>
<td valign="top" align="left">Driving license class</td>
<td valign="top" align="left">Learner or restricted (probation)</td>
<td valign="top" align="center">70</td>
<td valign="top" align="center">6.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Full</td>
<td valign="top" align="center">660</td>
<td valign="top" align="center">59.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Heavy vehicle license</td>
<td valign="top" align="center">382</td>
<td valign="top" align="center">34.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,112</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">1.8</td>
</tr>
<tr>
<td valign="top" align="left">Understanding of the Animal Welfare Code (Transport within New Zealand 2011)</td>
<td valign="top" align="left">1&#x02013;low</td>
<td valign="top" align="center">198</td>
<td valign="top" align="center">17.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">2&#x02013;some</td>
<td valign="top" align="center">171</td>
<td valign="top" align="center">15.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">3&#x02013;moderate</td>
<td valign="top" align="center">394</td>
<td valign="top" align="center">34.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">4&#x02013;high</td>
<td valign="top" align="center">249</td>
<td valign="top" align="center">22.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">5&#x02013;very high</td>
<td valign="top" align="center">117</td>
<td valign="top" align="center">10.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,129</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.353045</td>
</tr>
<tr>
<td valign="top" align="left">Respondent&#x00027;s self-assessment of ability to identify a horse in distress</td>
<td valign="top" align="left">1&#x02013;low</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">2&#x02013;some</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">1.0</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">3&#x02013;moderate</td>
<td valign="top" align="center">65</td>
<td valign="top" align="center">5.7</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">4&#x02013;high</td>
<td valign="top" align="center">464</td>
<td valign="top" align="center">41.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">5&#x02013;very high</td>
<td valign="top" align="center">590</td>
<td valign="top" align="center">52.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,130</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">Assessment of fitness for travel before moving horses</td>
<td valign="top" align="left">1&#x02013;never</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center">1.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">2&#x02013;sometimes</td>
<td valign="top" align="center">68</td>
<td valign="top" align="center">6.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">3&#x02013;about half the time</td>
<td valign="top" align="center">50</td>
<td valign="top" align="center">4.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">4&#x02013;most of the time</td>
<td valign="top" align="center">263</td>
<td valign="top" align="center">23.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">5&#x02013;always</td>
<td valign="top" align="center">731</td>
<td valign="top" align="center">64.7</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,129</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">Mechanical checklist?</td>
<td valign="top" align="left">1&#x02013;never</td>
<td valign="top" align="center">88</td>
<td valign="top" align="center">7.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">2&#x02013;sometimes</td>
<td valign="top" align="center">204</td>
<td valign="top" align="center">18.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">3&#x02013;about half the time</td>
<td valign="top" align="center">120</td>
<td valign="top" align="center">10.8</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">4&#x02013;most of the time</td>
<td valign="top" align="center">373</td>
<td valign="top" align="center">33.7</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">5&#x02013;always</td>
<td valign="top" align="center">323</td>
<td valign="top" align="center">29.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,108</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">2.2</td>
</tr>
<tr>
<td valign="top" align="left">Did the respondents train their horse for loading and traveling?</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">240</td>
<td valign="top" align="center">21.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">893</td>
<td valign="top" align="center">78.8</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,133</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td valign="top" align="left">Journey frequency</td>
<td valign="top" align="left">Daily</td>
<td valign="top" align="center">79</td>
<td valign="top" align="center">7.0</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">2 to 5 times a week</td>
<td valign="top" align="center">282</td>
<td valign="top" align="center">24.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Once weekly</td>
<td valign="top" align="center">276</td>
<td valign="top" align="center">24.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Fortnightly</td>
<td valign="top" align="center">211</td>
<td valign="top" align="center">18.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Monthly</td>
<td valign="top" align="center">130</td>
<td valign="top" align="center">11.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Less than once a month</td>
<td valign="top" align="center">155</td>
<td valign="top" align="center">13.7</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,133</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td valign="top" align="left">Journey distance (km)</td>
<td valign="top" align="left">1_30</td>
<td valign="top" align="center">315</td>
<td valign="top" align="center">28.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">31_60</td>
<td valign="top" align="center">288</td>
<td valign="top" align="center">26.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">61_90</td>
<td valign="top" align="center">81</td>
<td valign="top" align="center">7.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">91_120</td>
<td valign="top" align="center">168</td>
<td valign="top" align="center">15.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">120_240</td>
<td valign="top" align="center">141</td>
<td valign="top" align="center">12.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">241&#x0002B;</td>
<td valign="top" align="center">98</td>
<td valign="top" align="center">9.0</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">1,091</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">3.7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic><sup>1</sup>Of the qualifications documented, the most commonly reported were certificates from the New Zealand Pony Club (58.2%), New Zealand Racing (e.g., licensed trainer, driver, stable hand)(14.3%), Equestrian Sport New Zealand (e.g., Coach, FEI official, Show Hunter Judge)(6.8%)</italic>.</p>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Word art with the description of the professional activities carried out by the professional respondents. The size of a particular word represents a frequency of occurrence within the free text responses of the survey participants. In this case, respondents associated horse transport most frequently with the word &#x0201C;train,&#x0201D; followed by &#x0201C;breed &#x0201C;and &#x0201C;ride.&#x0201D; These words reflect the activities that those professionally engaged in the New Zealand equine industry are most likely to involved with.</p></caption>
<graphic xlink:href="fvets-05-00294-g0001.tif"/>
</fig>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Word art with the description of the amateur activities carried out by the amateur respondents. The size of a particular word represents a frequency of occurrence within the free text responses of the survey participants. In this case, respondents associated horse transport most frequently with the word &#x0201C;show,&#x0201D; followed by &#x0201C;ride&#x0201D; and &#x0201C;event.&#x0201D; &#x0201C;Event&#x0201D; was found to be a significant quantitative contributor to the odds of injury in horses during road transport.</p></caption>
<graphic xlink:href="fvets-05-00294-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Descriptive statistic of data related to injury</title>
<p>At least one horse was reported as injured in association with transport by 201/1,133 (17.7%) of respondents. Table <xref ref-type="table" rid="T3">3</xref> shows counts and the percentage breakdown of response on when and why injuries were thought to have occurred, and the respondent&#x00027;s role in the transport injury event described. The majority of the injuries were thought by respondents to have occurred while traveling due to a problem with the horse. Few respondents declared that a driver error was the cause, and the remainder indicated that a mechanical problem, vehicle collision, poor road conditions or a combination of factors had led to the injury. The majority of the respondents reported that when the injury occurred they were acting as either the driver or the person loading/unloading the horse. Some respondents described multiple injuries to their horses, with a total of 287 injuries reported. The most common injuries were mild [shallow cuts (118/287, 41.1%), bruises (78/287, 24.7%) and skin erosions (40/287, 13.9%)], and only a few were reported as sustaining a severe deep cut (46/287, 16.1%) or fractures (12/287, 4.2%).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Frequency table for injury related questions of respondents (<italic>n</italic> &#x0003D; 201) who affirmed having had at least one horse injured during a previous 2 years before completing a survey on horse transportation practices in New Zealand.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Question</bold></th>
<th valign="top" align="left"><bold>Response</bold></th>
<th valign="top" align="center"><bold>Count</bold></th>
<th valign="top" align="center"><bold>Percentage</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">When during the trip did the injury occur?</td>
<td valign="top" align="left">Pre-loading</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Loading</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">10.0</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Traveling</td>
<td valign="top" align="center">133</td>
<td valign="top" align="center">69.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Unloading</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">6.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">I don&#x00027;t know</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">13.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">191</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">4.9</td>
</tr>
<tr>
<td valign="top" align="left">How do you think the injury occurred?</td>
<td valign="top" align="left">A mistake by the driver</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">9.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">A problem with the horse</td>
<td valign="top" align="center">87</td>
<td valign="top" align="center">45.8</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Poor road condition</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">2.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Mechanical problem with the transport vehicle</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">2.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Vehicle collision</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">3.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Other</td>
<td valign="top" align="center">69</td>
<td valign="top" align="center">36.4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">190</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing Value</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">5.5</td>
</tr>
<tr>
<td valign="top" align="left">What was your involvement with the transportation pf the injured horses? (tick all that apply)</td>
<td valign="top" align="left">Driver</td>
<td valign="top" align="center">93</td>
<td valign="top" align="center">53.8</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Passenger</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">27.7</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Person loading</td>
<td valign="top" align="center">57</td>
<td valign="top" align="center">32.9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Person unloading the horse</td>
<td valign="top" align="center">71</td>
<td valign="top" align="center">41.0</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Total</td>
<td valign="top" align="center">173</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Missing values</td>
<td valign="top" align="center">28</td>
<td valign="top" align="center">13.9</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Univariate and multivariate logistic regression</title>
<p>The results of the variables from the univariate logistic regression analyses that were found to have a significant association with injury are reported in Table <xref ref-type="table" rid="T4">4</xref>. Younger people (&#x0003C;30 years old) were five times more likely to report a transport related injury than the reference group of older people (&#x0003E;61 years old). Respondents without a full driving license and those who did not always perform a mechanical checklist were also more likely to have reported an experience with a horse injury during transport. Finally, horses managed by respondents with &#x0003E;5 years of experience in horse handling and those using horses for eventing were at the highest risk ofreporting a horse being injured during transport.</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Results of univariate logistic regression analyses of associations between injury and the explanatory variables age, industry sector, experience, driving license class and performance of a mechanical checklist.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Variable</bold></th>
<th valign="top" align="left"><bold>Category</bold></th>
<th valign="top" align="center"><bold>Injuries-No <italic>n</italic> (%)</bold></th>
<th valign="top" align="center"><bold>Injuries-Yes n (%)</bold></th>
<th valign="top" align="center"><bold>OR</bold></th>
<th valign="top" align="center"><bold>95%CI</bold></th>
<th valign="top" align="center"><bold><italic>P</italic><xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="left">61 &#x0002B;</td>
<td valign="top" align="center">150 (13.3)</td>
<td valign="top" align="center">11 (1.0)</td>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">46&#x02013;60</td>
<td valign="top" align="center">335 (29.6)</td>
<td valign="top" align="center">52 (4.6)</td>
<td valign="top" align="center">2.11</td>
<td valign="top" align="center">1.07&#x02013;4.17</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">31&#x02013;45</td>
<td valign="top" align="center">244 (21.6)</td>
<td valign="top" align="center">62 (5.5)</td>
<td valign="top" align="center">3.46</td>
<td valign="top" align="center">1.76&#x02013;6.78</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">16&#x02013;30</td>
<td valign="top" align="center">201 (17.8)</td>
<td valign="top" align="center">75 (6.6)</td>
<td valign="top" align="center">5.09</td>
<td valign="top" align="center">2.61&#x02013;9.91</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Industry sector</td>
<td valign="top" align="left">Recreational</td>
<td valign="top" align="center">176 (15.5)</td>
<td valign="top" align="center">33 (2.9)</td>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">0.019</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Endurance and competitive trail riding</td>
<td valign="top" align="center">44 (3.9)</td>
<td valign="top" align="center">10 (0.9)</td>
<td valign="top" align="center">1.21</td>
<td valign="top" align="center">0.55&#x02013;2.64</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Dressage</td>
<td valign="top" align="center">111 (9.8)</td>
<td valign="top" align="center">20 (1.8)</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.52&#x02013;1.75</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Eventing</td>
<td valign="top" align="center">83 (7.3)</td>
<td valign="top" align="center">37 (3.3)</td>
<td valign="top" align="center">2.38</td>
<td valign="top" align="center">1.39&#x02013;4.06</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Show jumping</td>
<td valign="top" align="center">108 (9.5)</td>
<td valign="top" align="center">26 (1.8)</td>
<td valign="top" align="center">1.28</td>
<td valign="top" align="center">0.72&#x02013;2.26</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Pony club</td>
<td valign="top" align="center">63 (5.6)</td>
<td valign="top" align="center">15 (1.3)</td>
<td valign="top" align="center">1.27</td>
<td valign="top" align="center">0.64&#x02013;2.49</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Horse breeding</td>
<td valign="top" align="center">59 (5.2)</td>
<td valign="top" align="center">8 (0.7)</td>
<td valign="top" align="center">0.72</td>
<td valign="top" align="center">0.31&#x02013;1.65</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Racing</td>
<td valign="top" align="center">209 (18.4)</td>
<td valign="top" align="center">35 (3.1)</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">0.53&#x02013;1.49</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Other</td>
<td valign="top" align="center">79 (7.0)</td>
<td valign="top" align="center">17 (1.5)</td>
<td valign="top" align="center">1.14</td>
<td valign="top" align="center">0.60&#x02013;2.18</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Experience in horse handling (years)</td>
<td valign="top" align="left">51&#x0002B;</td>
<td valign="top" align="center">64 (5.7)</td>
<td valign="top" align="center">5 (0.4)</td>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">0.005</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">41&#x02013;50</td>
<td valign="top" align="center">132 (11.7)</td>
<td valign="top" align="center">17 (1.5)</td>
<td valign="top" align="center">1.65</td>
<td valign="top" align="center">0.58&#x02013;4.66</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">31&#x02013;40</td>
<td valign="top" align="center">219 (19.4)</td>
<td valign="top" align="center">51 (4.5)</td>
<td valign="top" align="center">2.39</td>
<td valign="top" align="center">0.90&#x02013;6.31</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">21&#x02013;30</td>
<td valign="top" align="center">186 (16.5)</td>
<td valign="top" align="center">43 (3.8)</td>
<td valign="top" align="center">2.95</td>
<td valign="top" align="center">1.12&#x02013;7.79</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">11&#x02013;20</td>
<td valign="top" align="center">213 (18.8)</td>
<td valign="top" align="center">58 (5.1)</td>
<td valign="top" align="center">3.48</td>
<td valign="top" align="center">1.34&#x02013;9.05</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">6&#x02013;10</td>
<td valign="top" align="center">75 (6.6)</td>
<td valign="top" align="center">20 (1.8)</td>
<td valign="top" align="center">3.41</td>
<td valign="top" align="center">1.21&#x02013;9.60</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">1&#x02013;5</td>
<td valign="top" align="center">32 (2.8)</td>
<td valign="top" align="center">15 (1.3)</td>
<td valign="top" align="center">6.00</td>
<td valign="top" align="center">2.00&#x02013;17.96</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Driving license class</td>
<td valign="top" align="left">HVL<xref ref-type="table-fn" rid="TN2"><sup>1</sup></xref></td>
<td valign="top" align="center">316 (28.4)</td>
<td valign="top" align="center">66 (5.9)</td>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">0.045</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Full</td>
<td valign="top" align="center">551 (49.6)</td>
<td valign="top" align="center">109 (9.8)</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">0.75&#x02013;1.47</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">L&#x0002B;R<xref ref-type="table-fn" rid="TN3"><sup>2</sup></xref></td>
<td valign="top" align="center">50 (4.5)</td>
<td valign="top" align="center">20 (1.8)</td>
<td valign="top" align="center">2.02</td>
<td valign="top" align="center">1.15&#x02013;3.52</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Mechanical checklist</td>
<td valign="top" align="left">5&#x02013;always</td>
<td valign="top" align="center">268 (24.2)</td>
<td valign="top" align="center">55 (5.0)</td>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">0.048</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">4&#x02013;most of the time</td>
<td valign="top" align="center">322 (29.1)</td>
<td valign="top" align="center">51 (4.6)</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">0.51&#x02013;1.16</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">3&#x02013;about half the time</td>
<td valign="top" align="center">97 (8.8)</td>
<td valign="top" align="center">23 (2.1)</td>
<td valign="top" align="center">1.15</td>
<td valign="top" align="center">0.67&#x02013;1.98</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">2&#x02013;sometimes</td>
<td valign="top" align="center">156 (14.1)</td>
<td valign="top" align="center">48 (4.3)</td>
<td valign="top" align="center">1.49</td>
<td valign="top" align="center">0.97&#x02013;2.31</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">1&#x02013;never</td>
<td valign="top" align="center">70 (6.3)</td>
<td valign="top" align="center">18 (1.6)</td>
<td valign="top" align="center">1.25</td>
<td valign="top" align="center">0.69&#x02013;2.26</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Data were collected from an online survey on horse transport in New Zealand (n &#x0003D; 1,133) for movements occurring between 2015 and 2017</italic>.</p>
<fn id="TN1">
<label>a</label>
<p><italic>P, Wald test P value</italic>.</p></fn>
<fn id="TN2">
<label>1</label>
<p><italic>Heavy vehicle license</italic></p></fn>
<fn id="TN3">
<label>2</label>
<p><italic>Learners or restricted (probationary) licenses</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>There was a strong collinearity between age and horse handling experience (&#x003C7;<sup>2</sup> &#x0003D; 985.9, <italic>df</italic> &#x0003D; 18, <italic>P</italic> &#x0003C; 0.001), driving license class (&#x003C7;<sup>2</sup> &#x0003D; 241.6, <italic>df</italic> &#x0003D; 6, <italic>P</italic> &#x0003C; 0.001), assessment of horse fitness for transport (&#x003C7;<sup>2</sup> &#x0003D; 75.86, <italic>df</italic> &#x0003D; 12, <italic>P</italic> &#x0003C; 0.001), and industry sector (&#x003C7;<sup>2</sup> &#x0003D; 75.86, df &#x0003D; 24, <italic>P</italic> &#x0003C; 0.001). Age was excluded by the final model to avoid multicollinearity and because it was not a human factor variable under the control of respondents.</p>
<p>The results of the other variables in the univariate regression analyses that were evaluated for inclusion in the multivariate logistic regression model are reported in Table <xref ref-type="supplementary-material" rid="SM1">S3</xref>. The results of the multivariate logistic regression analysis (&#x003C7;<sup>2</sup> &#x0003D; 46.79, <italic>df</italic> &#x0003D; 15 11, <italic>P</italic> &#x0003C; 0.001) are reported in Table <xref ref-type="table" rid="T5">5</xref>. The odds of injuries was lower for respondents with more than 5 years of experience in horse handling. Respondents involved in eventing or with horses professionally were at higher odds of reporting a traumatic injury when they moved their horses by road.</p>
<table-wrap position="float" id="T5">
<label>Table 5</label>
<caption><p>Results of multivariate regression analysis of associations between injury and the explanatory variables experience, industry sector, and type of involvement (amateur/professional).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Variable</bold></th>
<th valign="top" align="left"><bold>Category</bold></th>
<th valign="top" align="center"><bold>Estimate</bold></th>
<th valign="top" align="center"><bold>SE</bold></th>
<th valign="top" align="center"><bold>OR</bold></th>
<th valign="top" align="center"><bold>95%CI</bold></th>
<th valign="top" align="center"><bold><italic>P</italic><sup>a</sup></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Experience in horse handling (years)</td>
<td valign="top" align="left">51&#x0002B;</td>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">0.024</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">41&#x02013;50</td>
<td valign="top" align="center">0.39</td>
<td valign="top" align="center">0.53</td>
<td valign="top" align="center">1.48</td>
<td valign="top" align="center">0.52&#x02013;4.26</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">31&#x02013;40</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.50</td>
<td valign="top" align="center">2.19</td>
<td valign="top" align="center">0.82&#x02013;5.87</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">21&#x02013;30</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">0.50</td>
<td valign="top" align="center">2.69</td>
<td valign="top" align="center">1.00&#x02013;7.23</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">11&#x02013;20</td>
<td valign="top" align="center">1.05</td>
<td valign="top" align="center">0.50</td>
<td valign="top" align="center">2.87</td>
<td valign="top" align="center">1.07&#x02013;7.67</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">6&#x02013;10</td>
<td valign="top" align="center">1.02</td>
<td valign="top" align="center">0.54</td>
<td valign="top" align="center">2.77</td>
<td valign="top" align="center">0.96&#x02013;8.01</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">1&#x02013;5</td>
<td valign="top" align="center">1.71</td>
<td valign="top" align="center">0.57</td>
<td valign="top" align="center">5.52</td>
<td valign="top" align="center">1.79&#x02013;17.05</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Industry sector</td>
<td valign="top" align="left">Recreational</td>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">0.024</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Endurance and competitive trail riding</td>
<td valign="top" align="center">0.34</td>
<td valign="top" align="center">0.40</td>
<td valign="top" align="center">1.41</td>
<td valign="top" align="center">0.63&#x02013;3.12</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Dressage</td>
<td valign="top" align="center">0.80</td>
<td valign="top" align="center">0.31</td>
<td valign="top" align="center">1.08</td>
<td valign="top" align="center">0.58&#x02013;2.00</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Eventing</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.28</td>
<td valign="top" align="center">2.40</td>
<td valign="top" align="center">1.38&#x02013;4.17</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Show jumping</td>
<td valign="top" align="center">0.17</td>
<td valign="top" align="center">0.29</td>
<td valign="top" align="center">1.19</td>
<td valign="top" align="center">0.66&#x02013;2.14</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Pony club</td>
<td valign="top" align="center">0.25</td>
<td valign="top" align="center">0.35</td>
<td valign="top" align="center">1.28</td>
<td valign="top" align="center">0.65&#x02013;2.55</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Horse breeding</td>
<td valign="top" align="center">&#x02212;0.32</td>
<td valign="top" align="center">0.44</td>
<td valign="top" align="center">0.72</td>
<td valign="top" align="center">0.30&#x02013;1.72</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Racing</td>
<td valign="top" align="center">&#x02212;0.18</td>
<td valign="top" align="center">0.30</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">0.45&#x02013;1.52</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Other</td>
<td valign="top" align="center">0.59</td>
<td valign="top" align="center">0.33</td>
<td valign="top" align="center">1.15</td>
<td valign="top" align="center">0.59&#x02013;2.21</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Involvement</td>
<td valign="top" align="left">Amateur</td>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">Ref</td>
<td/>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Professional</td>
<td valign="top" align="center">0.59</td>
<td valign="top" align="center">0.20</td>
<td valign="top" align="center">1.81</td>
<td valign="top" align="center">1.21&#x02013;2.71</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Data were collected from an online survey on horse transport in New Zealand (n &#x0003D; 1,133) for movements occurring between 2015 and 2017. P<sup>a</sup>, Wald test P-value</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>This study investigated whether human factors such as demographics, equine industry background, education and experience of the respondents were associated with transport related injury in horses. In contrast to recent Australian and Swedish studies (the latter focused only on loading injuries) (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>), the high number of responses obtained in the current survey ensured a statistically representative sample of the population under study.</p>
<p>The New Zealand equine industry has characteristics that were reflected in the participating respondents. In agreement with the findings of other studies of the New Zealand equine industry, the majority of respondents were mature women, involved in non-racing sectors for amateur purposes for a number of years, moving horses often over short distances, owning or caring for &#x0003E;6 horses (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B29">29</xref>&#x02013;<xref ref-type="bibr" rid="B31">31</xref>). However, our data provides previously unpublished information on the broader New Zealand equine industry related to their industry relevant educational backgrounds and the nature of their involvement with the industry. The respondents were most commonly members of Equestrian Sports New Zealand, Harness or Thoroughbred Racing associations. This finding provides insight into existing networks and pathways that could be conduits for the dissemination of knowledge and information intended to address the human factors of horse injury during road transport and other topics of importance to horse health and welfare. Fewer respondents were associated with the New Zealand Pony club compared with other industry organizations (Table <xref ref-type="table" rid="T2">2</xref>), presumably because the human ethics based criteria for participation was being older than 16 years old, excluding the more than 80% of members that are younger than 16 years (<xref ref-type="bibr" rid="B30">30</xref>). However, the majority of our respondents reported holding a New Zealand Pony Club certificate suggesting that the country&#x00027;s largest equestrian association plays and important role in the education of young people in aspects of horsemanship (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>). This organization may therefore be an important conduit for the education of less experienced people in the safe road transport of horses. It is noteworthy that although moving horses very frequently (80% of respondents moving horses from daily to fortnightly), almost 40and 20% of our respondents, respectively did not have any equine industry related qualifications or organizational memberships.</p>
<p>The survey required respondents to self-assess their ability to identify a horse in distress, and the likelihood of them assessing the fitness of their horse prior to transport, as required by the AWC. However, only one in five indicated that they had a high understanding of the AWC. The lack of knowledge of the AWC was reflected in the one out of three respondents that did not report assessing the fitness of their horse for transport. This practice is mandatory in the New Zealand Animal Welfare Code, and such evaluations reduce the risk of transport related health problems (<xref ref-type="bibr" rid="B12">12</xref>). It is notable that the AWC itself does not clearly define the terms &#x0201C;distress&#x0201D; or &#x0201C;fitness,&#x0201D; or give guidelines on how to make these determinations. Similarly these terms were not defined in the survey questions, and therefore imprecision with respect to the definition of this variable requires cautious interpretation of this finding. Defining such terms may improve the ability of horse owners to comply with the code, and the quality of the information obtained from surveys such as the one described here.</p>
<p>The published incidence of transport related injuries differs between performance and slaughter horses, due to differences in perceived market value, modes of transport and commercial drivers vs. owner/drivers (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B33">33</xref>). However, this study focused only on racing, equestrian sports performance and pleasure horses transported by road in New Zealand, rather than those transported to slaughter. The percentage of respondents reporting a traumatic injury associated with road transport in New Zealand was lower than that found in two contemporary Australian surveys (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B34">34</xref>). This discrepancy may be associated with differences in survey methodology, characteristics of the respondents, the number of horses represented, type of journey and period of investigation. In the current survey, respondents were usually older, more experienced, and with fewer horses in their care than found in a comparable Australian survey (<xref ref-type="bibr" rid="B34">34</xref>). Whilst median of age and experience of respondents and number of horses in care were similar between the current survey and that of Riley et al. (<xref ref-type="bibr" rid="B14">14</xref>), the latter study collated information on incidents that occurred over a longer period (i.e., 15 years).</p>
<p>Loading and unloading have been considered the phases of transport during which horse are at greatest risk of injury (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B35">35</xref>) and have therefore been a focus of other researchers (<xref ref-type="bibr" rid="B13">13</xref>). In contrast to other studies (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B34">34</xref>), the current survey respondents described the majority of injuries as occurring in transit. This higher incidence of injuries during vehicle motion may be related to the journey characteristics including those associated with geographic features of the New Zealand terrain.</p>
<p>In agreement with the literature horse behavior was most frequently perceived by respondents as the suspected cause of injury (<xref ref-type="bibr" rid="B14">14</xref>). In a parallel survey of transport related problem behaviors described by the same group of respondents, the authors recently reported that training methods, training aids, and the offering food while traveling are associated with such behaviors (<xref ref-type="bibr" rid="B36">36</xref>). Loading and traveling problem behaviors have been identified as risk factors for transport related injuries increasing their odds 3-fold (<xref ref-type="bibr" rid="B37">37</xref>). Appropriate training to habituate horses for loading and traveling has been recommended to reduce transport related problem behaviors and consequent injuries (<xref ref-type="bibr" rid="B38">38</xref>). In this survey, 80% of the respondents reported training their horses for loading and traveling; this percentage is higher than that reported in Australia (<xref ref-type="bibr" rid="B34">34</xref>) and may have contributed to the overall lower incidence of loading injuries. A driving error was mentioned as cause of injury only by 10% of the respondents, higher than that reported in South Australia (<xref ref-type="bibr" rid="B14">14</xref>). Nevertheless, this may represent an underestimation by the survey respondents of the importance of driving skills and driving behavior that have been shown as crucial for the balance of the transported animals (<xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>The age of the horse handler was a significant risk factor for transport related injury in Australia (<xref ref-type="bibr" rid="B12">12</xref>), with horses managed by people younger than 30 years having 4 times the likelihood of reporting an injury in comparison to those managed by people older than 60 years. The New Zealand data support this finding, but additionally have further characterized less experience in horse handling as a human factor. The New Zealand AWC (<xref ref-type="bibr" rid="B24">24</xref>) recommends that the competence of those responsible for horses during transport should be demonstrated through practical experience, but does not require any certification or verification. The Australian Code for transport is more specific in that it is strongly recommended that horses should be moved only by people with at least 5 years of driving experience. Our findings support this recommendation, as they confirm that at least 5 years of experience in horse handling is required to reduce the odds of reporting a transport related injury. The odds of an injury were also found to be increased in case of respondents that had only a learner or restricted drivers license (i.e., a no full driving license). Although these drivers require supervision at all times and during the night, respectively, there are no conditions in New Zealand that preclude them from towing or driving a vehicle (with a gross laden weight &#x0003C; 4,500 kg) containing livestock. To the authors knowledge this is the first study to demonstrate an association between horse transport injury with driver qualifications as a de facto variable for driver experience. A review of age related safety in professional heavy vehicle drivers has demonstrated that drivers &#x0003E;27 years old (i.e., less experienced) are more likely to be involved in an accident or fatality (<xref ref-type="bibr" rid="B40">40</xref>). Similar findings have been described for drivers that transport cattle (<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>The association between having reported a transport related injury and respondents who did not always check the vehicle before transport in the current study is in agreement with previous work that found a similar trend (<xref ref-type="bibr" rid="B14">14</xref>). However, it is unclear if respondents who transported horses in floats interpreted the question about following &#x02018;a mechanical checklist on the transportation vehicle&#x00027; in relation both the tow vehicle and the float. An appropriate check list of the vehicle has been recommended as a best practice (<xref ref-type="bibr" rid="B41">41</xref>) because often the accidents involving horse trailers has been associated with mechanical failure of the transport vehicle (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>This survey explored the possible connection between injury and professional or amateur industry involvement, as well as, the horse related activity or sport in which respondents were engaged. Professional respondents (people that were involved with horses for business purposes or as part of their employment) had higher odds of reporting an injury. Although the current survey was not able to quantify levels of exposure, this finding may reflect the higher rates of movement reported for commercial properties and activities (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>) compared to those reported for non-commercial properties in New Zealand (<xref ref-type="bibr" rid="B22">22</xref>). In Europe formal certification is mandatory for all drivers, transporters and people moving horses for commercial purposes or for distances &#x0003E;60 km in the case of non-commercial road movement (<xref ref-type="bibr" rid="B42">42</xref>). If a similar process was introduced into New Zealand, interpretation of the data in this report suggests that certification may be relevant also for drivers traveling &#x0003C;60 km.</p>
<p>The spectrum of equine related activities within New Zealand is diverse (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). In the current study population eventing was associated with higher odds of reporting a transport injury in comparison with recreational riding. Other equestrian sports disciplines also had increased odds of injury, but their 95% confidence intervals overlapped with unity. Eventing is considered a sport that places both horses and riders at a higher risk of injury than many other equestrian activities (<xref ref-type="bibr" rid="B6">6</xref>), and is the most physically demanding of the Olympic equestrian sports (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). Singer et al. (<xref ref-type="bibr" rid="B44">44</xref>) reported that the majority of the injuries to eventers in training and competitions involve superficial trauma in the form of contusions, abrasions or full thickness skin wound. These injuries often became apparent within the 24 h of the performance activity, and the incidence of injuries is considered as underestimated because many horses travel home soon after an event. It is unknown if eventing horses described in the current survey were returning from performance events, or if this may have contributed to respondents reporting transport related injury in the current survey. Future studies should seek to elicit this information (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>In the final multivariate model, less experience in horse handling, being involved in eventing, and being a professional provided the greatest contributions to modeling the risk of respondents reporting an injury. Professionals are usually regarded as having more experience in horse handling, but it was reported that they did not have a high level of understanding and application of learning theory (<xref ref-type="bibr" rid="B45">45</xref>). Moreover, as discussed above, their exposure to transport injury is higher based on greater numbers of journeys per year and a greater likelihood of having more horses in their care (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>). As alluded to previously, those people less experienced with horse handling may benefit from structured educational programs and a qualification framework that assists and accelerates the acquisition of the necessary best practice skills for the safe transport of horses (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B46">46</xref>). Our data suggest that this may be particularly important not only for those professionally involved in the equine industry, but also for those with &#x0003C;5 years of experience in horse handling in order to mitigate the human factors contribution to the risk of equine transport related injury.</p>
<p>Studies of this type and design reported here share a number of limitations common to survey-based studies (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>) that must be considered in interpreting the results. The surveys were not distributed randomly as there is no national database in New Zealand that identifies the location of horse owners that could be used to facilitate such an approach. Based upon the knowledge of the authors of the New Zealand equine industry, respondents were invited to fill the survey to report their equine industry background and transport related-injury. Online survey distribution selects for respondents with internet access, but awareness of the survey may have been increased via other means following the initial telephone contacts with industry leaders and administrators. Selection bias may also occur by people self-selecting to participate in the survey if they are more highly experienced in transport, or have past experiences of transport related injuries. Women replied more than men to the survey, and this may reflect the higher participation of women in online surveys observed in previous studies (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B47">47</xref>) and/or the greater participation of this gender in horse-related activities (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B48">48</xref>). The age demographics of the study population in the current report suggest that both more and less experienced respondents participated. It should nevertheless be acknowledged that prevalence of injury may have been under- or overestimated due to the afore mentioned selection bias. Transport-related injuries were identified by participant recollections of past events, and therefore data are vulnerable to recall bias. The authors attempted to reduce the likelihood of this bias by limiting the survey to recollection of only the previous 2 years. The researchers also attempted to randomize the injury on which participants reported, by instructing participants to respond in relation to the last horse injury only (not the most serious injury). A further limitation is the reliance upon respondents to self-assess injury in their horses. Others have used this approach to the study of equine health (<xref ref-type="bibr" rid="B49">49</xref>), but significant differences between owner (under) reported health conditions and veterinary assessment have been recognized (<xref ref-type="bibr" rid="B50">50</xref>). It should also be remembered that surveys of this type may provide information on the association between risk factors and injury, but do not provide evidence of causation. Therefore, those human factors found to be associated with the risk of injury require further investigation, preferably prospective, to more confidently identify their true significance with respect to transport related injury.</p>
<p>Although strenuous efforts were made to recruit respondents across all sectors of the New Zealand equine industry (numbers of respondents from each sector are reported), it is possible that there are differences in the representativeness of the survey results between sectors (sampling bias). Notwithstanding these limitations, this study has generated important insights into demographics of New Zealand equine industry members and their relationship to the road transport of horses and the risk of injury. The findings from the current study may assist in supporting improvements in the AWC with respect to road transport and encourage its more widespread utilization. They may also inform the design of prospective studies aimed at elucidating causation, so as to reduce the incidence of traumatic injuries and safeguard horse welfare. Educational strategies that ensure the application of learning theory in horse handling and use of best practices for the road transport of horses by amateur and professional industry respondents should be developed and implemented to enhance horse welfare and reduce arising financial losses.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p>Several human factors associated with transport related injuries of horses in New Zealand were identified. Overall, the experience in horse handling of the people moving a horse by road and their professional involvement with the horse and the equine industry seem to be the most important human factors associated with transport related injuries in horses. Further prospective studies are needed to confirm our preliminary findings.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>BP, DG, and CBR contributed conception and design of the study. DG and CBR organized the database. BP performed the statistical analysis and wrote the first draft of the manuscript; CWR, KT, and CBR wrote sections of the manuscript. All authors contributed to manuscript revision, read and approved the submitted version.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
<back>
<ack><p>The authors would like to thank all the associations and institutions listed in Table <xref ref-type="supplementary-material" rid="SM1">S1</xref>, which helped in distributing and survey, and all the respondents, who gave their time to respond in the on line survey. This project would not have been possible without their voluntary contribution. The authors are also thankful to Miss. Danielle Guiver, who helped in the digitalization of the survey, and to Ms. Janis Bridges for her statistical support.</p>
</ack>
<sec sec-type="supplementary-material" id="s8">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fvets.2018.00294/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fvets.2018.00294/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> BP was supported by grants from the Eminent Visitors Program at Massey University and the Massey University International Visitors Research Fund.</p>
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