CINXE.COM
Effects of driver nationality and road characteristics on accident fault risk | John Golias and George Yannis - Academia.edu
<!DOCTYPE html> <html > <head> <meta charset="utf-8"> <meta rel="search" type="application/opensearchdescription+xml" href="/open_search.xml" title="Academia.edu"> <meta content="width=device-width, initial-scale=1" name="viewport"> <meta name="google-site-verification" content="bKJMBZA7E43xhDOopFZkssMMkBRjvYERV-NaN4R6mrs"> <meta name="csrf-param" content="authenticity_token" /> <meta name="csrf-token" content="OnnCjfWOt2mUPPvao7AaNbY0ebXEMUFjNVgsH6H6ZCXcEpb6uVSrysekkGrwdr3K/xcHdFRjvnbskwyrf8fZjA==" /> <meta name="twitter:card" content="summary" /> <meta name="twitter:url" content="https://www.academia.edu/5916944/Effects_of_driver_nationality_and_road_characteristics_on_accident_fault_risk" /> <meta name="twitter:title" content="Effects of driver nationality and road characteristics on accident fault risk" /> <meta name="twitter:description" content="This paper investigates the combined effect of driver nationality and several road characteristics (area type, at or not at junction, lighting conditions) on accident fault risk. Data from the national accident database of Greece are used to" /> <meta name="twitter:image" content="https://0.academia-photos.com/8763802/2900944/3388979/s200_john.golias.jpg" /> <meta property="fb:app_id" content="2369844204" /> <meta property="og:type" content="article" /> <meta property="og:url" content="https://www.academia.edu/5916944/Effects_of_driver_nationality_and_road_characteristics_on_accident_fault_risk" /> <meta property="og:title" content="Effects of driver nationality and road characteristics on accident fault risk" /> <meta property="og:image" content="http://a.academia-assets.com/images/open-graph-icons/fb-paper.gif" /> <meta property="og:description" content="This paper investigates the combined effect of driver nationality and several road characteristics (area type, at or not at junction, lighting conditions) on accident fault risk. Data from the national accident database of Greece are used to" /> <meta property="article:author" content="https://ntua.academia.edu/JohnGolias" /> <meta property="article:author" content="https://ntua.academia.edu/GeorgeYannis" /> <meta name="description" content="This paper investigates the combined effect of driver nationality and several road characteristics (area type, at or not at junction, lighting conditions) on accident fault risk. Data from the national accident database of Greece are used to" /> <meta name="robots" content="noindex" /> <title>Effects of driver nationality and road characteristics on accident fault risk | John Golias and George Yannis - Academia.edu</title> <link rel="canonical" href="https://www.academia.edu/5916944/Effects_of_driver_nationality_and_road_characteristics_on_accident_fault_risk" /> <script async src="https://www.googletagmanager.com/gtag/js?id=G-5VKX33P2DS"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-5VKX33P2DS', { cookie_domain: 'academia.edu', send_page_view: false, }); gtag('event', 'page_view', { 'controller': "single_work", 'action': "show", 'controller_action': 'single_work#show', 'logged_in': 'false', 'edge': 'unknown', // Send nil if there is no A/B test bucket, in case some records get logged // with missing data - that way we can distinguish between the two cases. // ab_test_bucket should be of the form <ab_test_name>:<bucket> 'ab_test_bucket': null, }) </script> <script> var $controller_name = 'single_work'; var $action_name = "show"; var $rails_env = 'production'; var $app_rev = '49879c2402910372f4abc62630a427bbe033d190'; var $domain = 'academia.edu'; var $app_host = "academia.edu"; var $asset_host = "academia-assets.com"; var $start_time = new Date().getTime(); var $recaptcha_key = "6LdxlRMTAAAAADnu_zyLhLg0YF9uACwz78shpjJB"; var $recaptcha_invisible_key = "6Lf3KHUUAAAAACggoMpmGJdQDtiyrjVlvGJ6BbAj"; var $disableClientRecordHit = false; </script> <script> window.require = { config: function() { return function() {} } } </script> <script> window.Aedu = window.Aedu || {}; window.Aedu.hit_data = null; window.Aedu.serverRenderTime = new Date(1732413748000); window.Aedu.timeDifference = new Date().getTime() - 1732413748000; </script> <script type="application/ld+json">{"@context":"https://schema.org","@type":"ScholarlyArticle","abstract":"This paper investigates the combined effect of driver nationality and several road characteristics (area type, at or not at junction, lighting conditions) on accident fault risk. Data from the national accident database of Greece are used to calculate accident relative fault risk rates under induced exposure assumptions. A log-linear analysis is then used to examine first- and higher-order effects within three or more variable groups. The examination of the second-order interaction among the accident fault risks of various driver nationalities at or not at junction was found to be significant. On the contrary, the respective combined effects of area type and lighting conditions were found to be non-significant. It was also shown that roadway features do not affect accident fault risk in a combined way. Results clearly indicate that foreign drivers in Greece are at increased risk. Moreover, foreign nationalities corresponding to permanent residents (i.e. Greeks and Albanians) appear to be at lower fault risk compared to foreign nationalities corresponding to tourists and visitors (e.g. EU Nationals). The effects of the various road characteristics do not modify these general trends.","author":[{"@context":"https://schema.org","@type":"Person","name":"John Golias"},{"@context":"https://schema.org","@type":"Person","name":"George Yannis"}],"contributor":[{"@context":"https://schema.org","@type":"Person","name":"George Yannis"}],"dateCreated":"2014-02-01","dateModified":"2016-04-17","datePublished":"2007-01-01","headline":"Effects of driver nationality and road characteristics on accident fault risk","inLanguage":"en","keywords":[],"locationCreated":null,"publication":"International journal of injury control and safety promotion","publisher":{"@context":"https://schema.org","@type":"Organization","name":"ncbi.nlm.nih.gov"},"image":null,"thumbnailUrl":null,"url":"https://www.academia.edu/5916944/Effects_of_driver_nationality_and_road_characteristics_on_accident_fault_risk","sourceOrganization":[{"@context":"https://schema.org","@type":"EducationalOrganization","name":"ntua"}]}</script><link rel="stylesheet" media="all" href="//a.academia-assets.com/assets/single_work_page/loswp-352e32ba4e89304dc0b4fa5b3952eef2198174c54cdb79066bc62e91c68a1a91.css" /><link rel="stylesheet" media="all" href="//a.academia-assets.com/assets/design_system/body-8d679e925718b5e8e4b18e9a4fab37f7eaa99e43386459376559080ac8f2856a.css" /><link rel="stylesheet" media="all" href="//a.academia-assets.com/assets/design_system/heading-b2b823dd904da60a48fd1bfa1defd840610c2ff414d3f39ed3af46277ab8df3b.css" /><link crossorigin="" href="https://fonts.gstatic.com/" rel="preconnect" /><link href="https://fonts.googleapis.com/css2?family=DM+Sans:ital,opsz,wght@0,9..40,100..1000;1,9..40,100..1000&family=Gupter:wght@400;500;700&family=IBM+Plex+Mono:wght@300;400&family=Material+Symbols+Outlined:opsz,wght,FILL,GRAD@20,400,0,0&display=swap" rel="stylesheet" /><link rel="stylesheet" media="all" href="//a.academia-assets.com/assets/design_system/common-10fa40af19d25203774df2d4a03b9b5771b45109c2304968038e88a81d1215c5.css" /> </head> <body> <div id='react-modal'></div> <div class="js-upgrade-ie-banner" style="display: none; text-align: center; padding: 8px 0; background-color: #ebe480;"><p style="color: #000; font-size: 12px; margin: 0 0 4px;">Academia.edu no longer supports Internet Explorer.</p><p style="color: #000; font-size: 12px; margin: 0;">To browse Academia.edu and the wider internet faster and more securely, please take a few seconds to <a href="https://www.academia.edu/upgrade-browser">upgrade your browser</a>.</p></div><script>// Show this banner for all versions of IE if (!!window.MSInputMethodContext || /(MSIE)/.test(navigator.userAgent)) { document.querySelector('.js-upgrade-ie-banner').style.display = 'block'; }</script> <div class="bootstrap login"><div class="modal fade login-modal" id="login-modal"><div class="login-modal-dialog modal-dialog"><div class="modal-content"><div class="modal-header"><button class="close close" data-dismiss="modal" type="button"><span aria-hidden="true">×</span><span class="sr-only">Close</span></button><h4 class="modal-title text-center"><strong>Log In</strong></h4></div><div class="modal-body"><div class="row"><div class="col-xs-10 col-xs-offset-1"><button class="btn btn-fb btn-lg btn-block btn-v-center-content" id="login-facebook-oauth-button"><svg style="float: left; width: 19px; line-height: 1em; margin-right: .3em;" aria-hidden="true" focusable="false" data-prefix="fab" data-icon="facebook-square" class="svg-inline--fa fa-facebook-square fa-w-14" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path fill="currentColor" d="M400 32H48A48 48 0 0 0 0 80v352a48 48 0 0 0 48 48h137.25V327.69h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.27c-30.81 0-40.42 19.12-40.42 38.73V256h68.78l-11 71.69h-57.78V480H400a48 48 0 0 0 48-48V80a48 48 0 0 0-48-48z"></path></svg><small><strong>Log in</strong> with <strong>Facebook</strong></small></button><br /><button class="btn btn-google btn-lg btn-block btn-v-center-content" id="login-google-oauth-button"><svg style="float: left; width: 22px; line-height: 1em; margin-right: .3em;" aria-hidden="true" focusable="false" data-prefix="fab" data-icon="google-plus" class="svg-inline--fa fa-google-plus fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M256,8C119.1,8,8,119.1,8,256S119.1,504,256,504,504,392.9,504,256,392.9,8,256,8ZM185.3,380a124,124,0,0,1,0-248c31.3,0,60.1,11,83,32.3l-33.6,32.6c-13.2-12.9-31.3-19.1-49.4-19.1-42.9,0-77.2,35.5-77.2,78.1S142.3,334,185.3,334c32.6,0,64.9-19.1,70.1-53.3H185.3V238.1H302.2a109.2,109.2,0,0,1,1.9,20.7c0,70.8-47.5,121.2-118.8,121.2ZM415.5,273.8v35.5H380V273.8H344.5V238.3H380V202.8h35.5v35.5h35.2v35.5Z"></path></svg><small><strong>Log in</strong> with <strong>Google</strong></small></button><br /><style type="text/css">.sign-in-with-apple-button { width: 100%; height: 52px; border-radius: 3px; border: 1px solid black; cursor: pointer; }</style><script src="https://appleid.cdn-apple.com/appleauth/static/jsapi/appleid/1/en_US/appleid.auth.js" type="text/javascript"></script><div class="sign-in-with-apple-button" data-border="false" data-color="white" id="appleid-signin"><span ="Sign Up with Apple" class="u-fs11"></span></div><script>AppleID.auth.init({ clientId: 'edu.academia.applesignon', scope: 'name email', redirectURI: 'https://www.academia.edu/sessions', state: "b30a9a0a8c67f6af5927f256a11f7d967cd5a2c4ae16315866f7f6e76360dd0a", });</script><script>// Hacky way of checking if on fast loswp if (window.loswp == null) { (function() { const Google = window?.Aedu?.Auth?.OauthButton?.Login?.Google; const Facebook = window?.Aedu?.Auth?.OauthButton?.Login?.Facebook; if (Google) { new Google({ el: '#login-google-oauth-button', rememberMeCheckboxId: 'remember_me', track: null }); } if (Facebook) { new Facebook({ el: '#login-facebook-oauth-button', rememberMeCheckboxId: 'remember_me', track: null }); } })(); }</script></div></div></div><div class="modal-body"><div class="row"><div class="col-xs-10 col-xs-offset-1"><div class="hr-heading login-hr-heading"><span class="hr-heading-text">or</span></div></div></div></div><div class="modal-body"><div class="row"><div class="col-xs-10 col-xs-offset-1"><form class="js-login-form" action="https://www.academia.edu/sessions" accept-charset="UTF-8" method="post"><input name="utf8" type="hidden" value="✓" autocomplete="off" /><input type="hidden" name="authenticity_token" value="JdxBCM73iohc2eOu6YYYC0Ez3AibkBh3RcGxjPE4W5vDtxV/gi2WKw9BiB66QL/0CBCiyQvC52KcCpE4LwXmMg==" autocomplete="off" /><div class="form-group"><label class="control-label" for="login-modal-email-input" style="font-size: 14px;">Email</label><input class="form-control" id="login-modal-email-input" name="login" type="email" /></div><div class="form-group"><label class="control-label" for="login-modal-password-input" style="font-size: 14px;">Password</label><input class="form-control" id="login-modal-password-input" name="password" type="password" /></div><input type="hidden" name="post_login_redirect_url" id="post_login_redirect_url" value="https://www.academia.edu/5916944/Effects_of_driver_nationality_and_road_characteristics_on_accident_fault_risk" autocomplete="off" /><div class="checkbox"><label><input type="checkbox" name="remember_me" id="remember_me" value="1" checked="checked" /><small style="font-size: 12px; margin-top: 2px; display: inline-block;">Remember me on this computer</small></label></div><br><input type="submit" name="commit" value="Log In" class="btn btn-primary btn-block btn-lg js-login-submit" data-disable-with="Log In" /></br></form><script>typeof window?.Aedu?.recaptchaManagedForm === 'function' && window.Aedu.recaptchaManagedForm( document.querySelector('.js-login-form'), document.querySelector('.js-login-submit') );</script><small style="font-size: 12px;"><br />or <a data-target="#login-modal-reset-password-container" data-toggle="collapse" href="javascript:void(0)">reset password</a></small><div class="collapse" id="login-modal-reset-password-container"><br /><div class="well margin-0x"><form class="js-password-reset-form" action="https://www.academia.edu/reset_password" accept-charset="UTF-8" method="post"><input name="utf8" type="hidden" value="✓" autocomplete="off" /><input type="hidden" name="authenticity_token" value="0EjEIkIXjMkArDpjD2fNDL0Uw2StassPvtlq5Ag7fTw2I5BVDs2QalM0UdNcoWrz9De9pT04NBpnEkpQ1gbAlQ==" autocomplete="off" /><p>Enter the email address you signed up with and we'll email you a reset link.</p><div class="form-group"><input class="form-control" name="email" type="email" /></div><input class="btn btn-primary btn-block g-recaptcha js-password-reset-submit" data-sitekey="6Lf3KHUUAAAAACggoMpmGJdQDtiyrjVlvGJ6BbAj" type="submit" value="Email me a link" /></form></div></div><script> require.config({ waitSeconds: 90 })(["https://a.academia-assets.com/assets/collapse-45805421cf446ca5adf7aaa1935b08a3a8d1d9a6cc5d91a62a2a3a00b20b3e6a.js"], function() { // from javascript_helper.rb $("#login-modal-reset-password-container").on("shown.bs.collapse", function() { $(this).find("input[type=email]").focus(); }); }); </script> </div></div></div><div class="modal-footer"><div class="text-center"><small style="font-size: 12px;">Need an account? <a rel="nofollow" href="https://www.academia.edu/signup">Click here to sign up</a></small></div></div></div></div></div></div><script>// If we are on subdomain or non-bootstrapped page, redirect to login page instead of showing modal (function(){ if (typeof $ === 'undefined') return; var host = window.location.hostname; if ((host === $domain || host === "www."+$domain) && (typeof $().modal === 'function')) { $("#nav_log_in").click(function(e) { // Don't follow the link and open the modal e.preventDefault(); $("#login-modal").on('shown.bs.modal', function() { $(this).find("#login-modal-email-input").focus() }).modal('show'); }); } })()</script> <div id="fb-root"></div><script>window.fbAsyncInit = function() { FB.init({ appId: "2369844204", version: "v8.0", status: true, cookie: true, xfbml: true }); // Additional initialization code. if (window.InitFacebook) { // facebook.ts already loaded, set it up. window.InitFacebook(); } else { // Set a flag for facebook.ts to find when it loads. window.academiaAuthReadyFacebook = true; } };</script> <div id="google-root"></div><script>window.loadGoogle = function() { if (window.InitGoogle) { // google.ts already loaded, set it up. window.InitGoogle("331998490334-rsn3chp12mbkiqhl6e7lu2q0mlbu0f1b"); } else { // Set a flag for google.ts to use when it loads. window.GoogleClientID = "331998490334-rsn3chp12mbkiqhl6e7lu2q0mlbu0f1b"; } };</script> <div class="header--container" id="main-header-container"><div class="header--inner-container header--inner-container-ds2"><div class="header-ds2--left-wrapper"><div class="header-ds2--left-wrapper-inner"><a data-main-header-link-target="logo_home" href="https://www.academia.edu/"><img class="hide-on-desktop-redesign" style="height: 24px; width: 24px;" alt="Academia.edu" src="//a.academia-assets.com/images/academia-logo-redesign-2015-A.svg" width="24" height="24" /><img width="145.2" height="18" class="hide-on-mobile-redesign" style="height: 24px;" alt="Academia.edu" src="//a.academia-assets.com/images/academia-logo-redesign-2015.svg" /></a><div class="header--search-container header--search-container-ds2"><form class="js-SiteSearch-form select2-no-default-pills" action="https://www.academia.edu/search" accept-charset="UTF-8" method="get"><input name="utf8" type="hidden" value="✓" autocomplete="off" /><svg style="width: 14px; height: 14px;" aria-hidden="true" focusable="false" data-prefix="fas" data-icon="search" class="header--search-icon svg-inline--fa fa-search fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M505 442.7L405.3 343c-4.5-4.5-10.6-7-17-7H372c27.6-35.3 44-79.7 44-128C416 93.1 322.9 0 208 0S0 93.1 0 208s93.1 208 208 208c48.3 0 92.7-16.4 128-44v16.3c0 6.4 2.5 12.5 7 17l99.7 99.7c9.4 9.4 24.6 9.4 33.9 0l28.3-28.3c9.4-9.4 9.4-24.6.1-34zM208 336c-70.7 0-128-57.2-128-128 0-70.7 57.2-128 128-128 70.7 0 128 57.2 128 128 0 70.7-57.2 128-128 128z"></path></svg><input class="header--search-input header--search-input-ds2 js-SiteSearch-form-input" data-main-header-click-target="search_input" name="q" placeholder="Search" type="text" /></form></div></div></div><nav class="header--nav-buttons header--nav-buttons-ds2 js-main-nav"><a class="ds2-5-button ds2-5-button--secondary js-header-login-url header-button-ds2 header-login-ds2 hide-on-mobile-redesign" href="https://www.academia.edu/login" rel="nofollow">Log In</a><a class="ds2-5-button ds2-5-button--secondary header-button-ds2 hide-on-mobile-redesign" href="https://www.academia.edu/signup" rel="nofollow">Sign Up</a><button class="header--hamburger-button header--hamburger-button-ds2 hide-on-desktop-redesign js-header-hamburger-button"><div class="icon-bar"></div><div class="icon-bar" style="margin-top: 4px;"></div><div class="icon-bar" style="margin-top: 4px;"></div></button></nav></div><ul class="header--dropdown-container js-header-dropdown"><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/login" rel="nofollow">Log In</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/signup" rel="nofollow">Sign Up</a></li><li class="header--dropdown-row js-header-dropdown-expand-button"><button class="header--dropdown-button">more<svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="caret-down" class="header--dropdown-button-icon svg-inline--fa fa-caret-down fa-w-10" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path fill="currentColor" d="M31.3 192h257.3c17.8 0 26.7 21.5 14.1 34.1L174.1 354.8c-7.8 7.8-20.5 7.8-28.3 0L17.2 226.1C4.6 213.5 13.5 192 31.3 192z"></path></svg></button></li><li><ul class="header--expanded-dropdown-container"><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/about">About</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/press">Press</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://medium.com/@academia">Blog</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/documents">Papers</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/terms">Terms</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/privacy">Privacy</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/copyright">Copyright</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://www.academia.edu/hiring"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="briefcase" class="header--dropdown-row-icon svg-inline--fa fa-briefcase fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M320 336c0 8.84-7.16 16-16 16h-96c-8.84 0-16-7.16-16-16v-48H0v144c0 25.6 22.4 48 48 48h416c25.6 0 48-22.4 48-48V288H320v48zm144-208h-80V80c0-25.6-22.4-48-48-48H176c-25.6 0-48 22.4-48 48v48H48c-25.6 0-48 22.4-48 48v80h512v-80c0-25.6-22.4-48-48-48zm-144 0H192V96h128v32z"></path></svg>We're Hiring!</a></li><li class="header--dropdown-row"><a class="header--dropdown-link" href="https://support.academia.edu/"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="question-circle" class="header--dropdown-row-icon svg-inline--fa fa-question-circle fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M504 256c0 136.997-111.043 248-248 248S8 392.997 8 256C8 119.083 119.043 8 256 8s248 111.083 248 248zM262.655 90c-54.497 0-89.255 22.957-116.549 63.758-3.536 5.286-2.353 12.415 2.715 16.258l34.699 26.31c5.205 3.947 12.621 3.008 16.665-2.122 17.864-22.658 30.113-35.797 57.303-35.797 20.429 0 45.698 13.148 45.698 32.958 0 14.976-12.363 22.667-32.534 33.976C247.128 238.528 216 254.941 216 296v4c0 6.627 5.373 12 12 12h56c6.627 0 12-5.373 12-12v-1.333c0-28.462 83.186-29.647 83.186-106.667 0-58.002-60.165-102-116.531-102zM256 338c-25.365 0-46 20.635-46 46 0 25.364 20.635 46 46 46s46-20.636 46-46c0-25.365-20.635-46-46-46z"></path></svg>Help Center</a></li><li class="header--dropdown-row js-header-dropdown-collapse-button"><button class="header--dropdown-button">less<svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="caret-up" class="header--dropdown-button-icon svg-inline--fa fa-caret-up fa-w-10" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512"><path fill="currentColor" d="M288.662 352H31.338c-17.818 0-26.741-21.543-14.142-34.142l128.662-128.662c7.81-7.81 20.474-7.81 28.284 0l128.662 128.662c12.6 12.599 3.676 34.142-14.142 34.142z"></path></svg></button></li></ul></li></ul></div> <script src="//a.academia-assets.com/assets/webpack_bundles/fast_loswp-bundle-bf3d831cde46cd0e142f29f81a3fc4ce5ab45a404c10c12a480e83de68aff851.js" defer="defer"></script><script>window.loswp = {}; window.loswp.author = 8763802; window.loswp.bulkDownloadFilterCounts = {}; window.loswp.hasDownloadableAttachment = false; window.loswp.hasViewableAttachments = true; // TODO: just use routes for this window.loswp.loginUrl = "https://www.academia.edu/login?post_login_redirect_url=https%3A%2F%2Fwww.academia.edu%2F5916944%2FEffects_of_driver_nationality_and_road_characteristics_on_accident_fault_risk%3Fauto%3Ddownload"; window.loswp.translateUrl = "https://www.academia.edu/login?post_login_redirect_url=https%3A%2F%2Fwww.academia.edu%2F5916944%2FEffects_of_driver_nationality_and_road_characteristics_on_accident_fault_risk%3Fshow_translation%3Dtrue"; window.loswp.previewableAttachments = []; window.loswp.shouldDetectTimezone = true; window.loswp.shouldShowBulkDownload = true; window.loswp.showSignupCaptcha = false window.loswp.willEdgeCache = false; window.loswp.work = {"work":{"id":5916944,"created_at":"2014-02-01T22:11:35.892-08:00","from_world_paper_id":122352573,"updated_at":"2021-01-17T14:22:11.646-08:00","_data":{"abstract":"This paper investigates the combined effect of driver nationality and several road characteristics (area type, at or not at junction, lighting conditions) on accident fault risk. Data from the national accident database of Greece are used to calculate accident relative fault risk rates under induced exposure assumptions. A log-linear analysis is then used to examine first- and higher-order effects within three or more variable groups. The examination of the second-order interaction among the accident fault risks of various driver nationalities at or not at junction was found to be significant. On the contrary, the respective combined effects of area type and lighting conditions were found to be non-significant. It was also shown that roadway features do not affect accident fault risk in a combined way. Results clearly indicate that foreign drivers in Greece are at increased risk. Moreover, foreign nationalities corresponding to permanent residents (i.e. Greeks and Albanians) appear to be at lower fault risk compared to foreign nationalities corresponding to tourists and visitors (e.g. EU Nationals). The effects of the various road characteristics do not modify these general trends.","publisher":"ncbi.nlm.nih.gov","publication_date":"2007,,","publication_name":"International journal of injury control and safety promotion"},"document_type":"paper","pre_hit_view_count_baseline":null,"quality":"low","language":"en","title":"Effects of driver nationality and road characteristics on accident fault risk","broadcastable":false,"draft":null,"has_indexable_attachment":false,"indexable":true}}["work"]; window.loswp.workCoauthors = [419950,8763802]; window.loswp.locale = "en"; window.loswp.countryCode = "SG"; window.loswp.cwvAbTestBucket = ""; window.loswp.designVariant = "grid"; window.loswp.fullPageMobileSutdModalVariant = "control"; window.loswp.useOptimizedScribd4genScript = false; window.loswp.appleClientId = 'edu.academia.applesignon';</script><script defer="" src="https://accounts.google.com/gsi/client"></script><div class="loswp-grid--container"><div data-auto_select="false" data-client_id="331998490334-rsn3chp12mbkiqhl6e7lu2q0mlbu0f1b" data-landing_url="https://www.academia.edu/5916944/Effects_of_driver_nationality_and_road_characteristics_on_accident_fault_risk" data-login_uri="https://www.academia.edu/registrations/google_one_tap" data-moment_callback="onGoogleOneTapEvent" id="g_id_onload"></div><div class="above-fold js-swp-splash-above-fold"><div class="work-card--container js-swp-control-work-card" data-entity-id="5916944"><div class="work-cover--wrapper"><div class="work-cover--container"><div class="work-cover--no-attachment-container js-swp-splash-paper-cover"><div class="work-cover--file-icon-wrapper"><img alt="paper cover icon" src="//a.academia-assets.com/images/single_work_splash/adobe.icon.svg" /></div><div class="work-cover--title js-swp-splash-paper-cover-page-title">Effects of driver nationality and road characteristics on accident fault risk</div><br /><div style="margin-top: 170px"><button class="work-cover--request-pdf-button js-request-pdf-button"><svg style="width: 14px; margin-right: 8px;" aria-hidden="true" focusable="false" data-prefix="fas" data-icon="envelope" class="svg-inline--fa fa-envelope fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z"></path></svg>Request PDF</button></div></div></div></div><div class="work-card--content"><h1 class="work-card--title">Effects of driver nationality and road characteristics on accident fault risk</h1><div class="work-card--pub-info">International journal of injury control and safety promotion, 2007</div><div class="work-card--authors-container js-work-toolbar-work-owner"><div class="work-card--author-blurb"><div class="work-card--author-photo-wrapper"><a href="https://ntua.academia.edu/JohnGolias"><img class="Avatar--circle s65 Avatar--circle s65 Avatar--xxxs" alt="John Golias" shape="circle" border="0" onerror="if (this.src != '//a.academia-assets.com/images/s65_no_pic.png') this.src = '//a.academia-assets.com/images/s65_no_pic.png';" width="65" height="65" src="https://0.academia-photos.com/8763802/2900944/3388979/s65_john.golias.jpg" /></a></div><div class="work-card--author-name-wrapper" style="max-width: 125px;"><a class="u-linkUnstyled u-fw500 u-textTruncate ds2-5-body-sm ds2-5-body-link" href="https://ntua.academia.edu/JohnGolias" swp="tc-au-5916944">John Golias</a></div></div><div class="work-card--author-blurb"><div class="work-card--author-photo-wrapper"><img class="Avatar--circle s65 Avatar--xxxs" shape="circle" border="0" alt="" src="//a.academia-assets.com/images/s65_no_pic.png" /></div><div class="work-card--author-name-wrapper" style="max-width: 125px;"><div class="u-fontStyleItalic u-textTruncate">Eleonora Papadimitriou</div></div></div><div class="work-card--author-blurb"><div class="work-card--author-photo-wrapper"><a href="https://ntua.academia.edu/GeorgeYannis"><img class="Avatar--circle s65 Avatar--circle s65 Avatar--xxxs" alt="George Yannis" shape="circle" border="0" onerror="if (this.src != '//a.academia-assets.com/images/s65_no_pic.png') this.src = '//a.academia-assets.com/images/s65_no_pic.png';" width="65" height="65" src="https://0.academia-photos.com/419950/100887/19758937/s65_george.yannis.jpg" /></a></div><div class="work-card--author-name-wrapper" style="max-width: 125px;"><a class="u-linkUnstyled u-fw500 u-textTruncate ds2-5-body-sm ds2-5-body-link" href="https://ntua.academia.edu/GeorgeYannis" swp="tc-au-5916944">George Yannis</a></div></div></div><div class="work-card--no-attachment-details"><div style="font-weight: 700; font-size: 14px;">Abstract</div><div class="work-card--abstract js-swp-splash-abstract">This paper investigates the combined effect of driver nationality and several road characteristics (area type, at or not at junction, lighting conditions) on accident fault risk. Data from the national accident database of Greece are used to calculate accident relative fault risk rates under induced exposure assumptions. A log-linear analysis is then used to examine first- and higher-order effects within three or more variable groups. The examination of the second-order interaction among the accident fault risks of various driver nationalities at or not at junction was found to be significant. On the contrary, the respective combined effects of area type and lighting conditions were found to be non-significant. It was also shown that roadway features do not affect accident fault risk in a combined way. Results clearly indicate that foreign drivers in Greece are at increased risk. Moreover, foreign nationalities corresponding to permanent residents (i.e. Greeks and Albanians) appear to be at lower fault risk compared to foreign nationalities corresponding to tourists and visitors (e.g. EU Nationals). The effects of the various road characteristics do not modify these general trends.</div></div><div class="request-upload--container"><p class="request-upload--title">John Golias hasn't uploaded this paper.</p><div class="request-upload--info-text"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="info-circle" class="request-upload--info-icon svg-inline--fa fa-info-circle fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M256 8C119.043 8 8 119.083 8 256c0 136.997 111.043 248 248 248s248-111.003 248-248C504 119.083 392.957 8 256 8zm0 110c23.196 0 42 18.804 42 42s-18.804 42-42 42-42-18.804-42-42 18.804-42 42-42zm56 254c0 6.627-5.373 12-12 12h-88c-6.627 0-12-5.373-12-12v-24c0-6.627 5.373-12 12-12h12v-64h-12c-6.627 0-12-5.373-12-12v-24c0-6.627 5.373-12 12-12h64c6.627 0 12 5.373 12 12v100h12c6.627 0 12 5.373 12 12v24z"></path></svg><p class="no-margin hide-on-small-mobile">Let John know you want this paper to be uploaded.</p><p class="no-margin hide-above-small-mobile">Ask for this paper to be uploaded.</p></div><button class="work-cover--request-pdf-button small js-request-pdf-button hide-on-desktop"><svg style="width: 14px; margin-right: 8px;" aria-hidden="true" focusable="false" data-prefix="fas" data-icon="envelope" class="svg-inline--fa fa-envelope fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z"></path></svg>Request PDF</button></div></div></div></div><div class="related-content-container--mobile"><div class="mobile-ri-container--header-small"><p class="ds2-5-body-md-bold">Related topics</p></div><div class="mobile-ri-container--header-medium"><h4 class="ds2-5-heading-sans-serif-sm">Related topics</h4></div><div class="sidebar-redesign--ri-container" data-impression-entity-id="5916944" data-impression-entity-type="2" data-impression-source="loswp--mobile-research-interests"><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="16664" href="https://www.academia.edu/Documents/in/Risk_assessment">Risk assessment</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="28850" href="https://www.academia.edu/Documents/in/Linear_models">Linear models</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="42734" href="https://www.academia.edu/Documents/in/Albania">Albania</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="45666" href="https://www.academia.edu/Documents/in/Automobiles">Automobiles</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="48044" href="https://www.academia.edu/Documents/in/Greece">Greece</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="49247" href="https://www.academia.edu/Documents/in/Higher_Order_Thinking">Higher Order Thinking</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="64568" href="https://www.academia.edu/Documents/in/Humans">Humans</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="192721" href="https://www.academia.edu/Documents/in/Risk_factors">Risk factors</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="219123" href="https://www.academia.edu/Documents/in/Ethnic_Groups">Ethnic Groups</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="347272" href="https://www.academia.edu/Documents/in/Second_Order">Second Order</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="410370" href="https://www.academia.edu/Documents/in/Public_health_systems_and_services_research-1">Public health systems and servic...</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="466424" href="https://www.academia.edu/Documents/in/Internationality">Internationality</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="620049" href="https://www.academia.edu/Documents/in/Risk_Factors-1">Risk Factors</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="622589" href="https://www.academia.edu/Documents/in/Risk_Assessment-2">Risk Assessment</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="945595" href="https://www.academia.edu/Documents/in/Pilot_Projects">Pilot Projects</a><style type="text/css">.related-research-interest--pill { box-sizing: border-box; /* Auto layout */ display: flex; flex-direction: row; justify-content: center; padding: 8px 16px; background: #FFFFFF; border: 1px solid #DDDDE2; border-radius: 100px; /* Inside auto layout */ color: #222233; } .related-research-interest--pill:hover { cursor: pointer; border: 1px solid #0057EB; color: #0057EB; text-decoration: none; }</style><a class="js-related-research-interest related-research-interest--pill" data-entity-id="2248971" href="https://www.academia.edu/Documents/in/Automobile_driving">Automobile driving</a></div></div></div><div class="footer--content"><ul class="footer--main-links hide-on-mobile"><li><a href="https://www.academia.edu/about">About</a></li><li><a href="https://www.academia.edu/press">Press</a></li><li><a rel="nofollow" href="https://medium.com/academia">Blog</a></li><li><a href="https://www.academia.edu/documents">Papers</a></li><li><a href="https://www.academia.edu/topics">Topics</a></li><li><a href="https://www.academia.edu/hiring"><svg style="width: 13px; height: 13px; position: relative; bottom: -1px;" aria-hidden="true" focusable="false" data-prefix="fas" data-icon="briefcase" class="svg-inline--fa fa-briefcase fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M320 336c0 8.84-7.16 16-16 16h-96c-8.84 0-16-7.16-16-16v-48H0v144c0 25.6 22.4 48 48 48h416c25.6 0 48-22.4 48-48V288H320v48zm144-208h-80V80c0-25.6-22.4-48-48-48H176c-25.6 0-48 22.4-48 48v48H48c-25.6 0-48 22.4-48 48v80h512v-80c0-25.6-22.4-48-48-48zm-144 0H192V96h128v32z"></path></svg> <strong>We're Hiring!</strong></a></li><li><a href="https://support.academia.edu/"><svg style="width: 12px; height: 12px; position: relative; bottom: -1px;" aria-hidden="true" focusable="false" data-prefix="fas" data-icon="question-circle" class="svg-inline--fa fa-question-circle fa-w-16" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M504 256c0 136.997-111.043 248-248 248S8 392.997 8 256C8 119.083 119.043 8 256 8s248 111.083 248 248zM262.655 90c-54.497 0-89.255 22.957-116.549 63.758-3.536 5.286-2.353 12.415 2.715 16.258l34.699 26.31c5.205 3.947 12.621 3.008 16.665-2.122 17.864-22.658 30.113-35.797 57.303-35.797 20.429 0 45.698 13.148 45.698 32.958 0 14.976-12.363 22.667-32.534 33.976C247.128 238.528 216 254.941 216 296v4c0 6.627 5.373 12 12 12h56c6.627 0 12-5.373 12-12v-1.333c0-28.462 83.186-29.647 83.186-106.667 0-58.002-60.165-102-116.531-102zM256 338c-25.365 0-46 20.635-46 46 0 25.364 20.635 46 46 46s46-20.636 46-46c0-25.365-20.635-46-46-46z"></path></svg> <strong>Help Center</strong></a></li></ul><ul class="footer--research-interests"><li>Find new research papers in:</li><li><a href="https://www.academia.edu/Documents/in/Physics">Physics</a></li><li><a href="https://www.academia.edu/Documents/in/Chemistry">Chemistry</a></li><li><a href="https://www.academia.edu/Documents/in/Biology">Biology</a></li><li><a href="https://www.academia.edu/Documents/in/Health_Sciences">Health Sciences</a></li><li><a href="https://www.academia.edu/Documents/in/Ecology">Ecology</a></li><li><a href="https://www.academia.edu/Documents/in/Earth_Sciences">Earth Sciences</a></li><li><a href="https://www.academia.edu/Documents/in/Cognitive_Science">Cognitive Science</a></li><li><a href="https://www.academia.edu/Documents/in/Mathematics">Mathematics</a></li><li><a href="https://www.academia.edu/Documents/in/Computer_Science">Computer Science</a></li></ul><ul class="footer--legal-links hide-on-mobile"><li><a href="https://www.academia.edu/terms">Terms</a></li><li><a href="https://www.academia.edu/privacy">Privacy</a></li><li><a href="https://www.academia.edu/copyright">Copyright</a></li><li>Academia ©2024</li></ul></div> </body> </html>