You can use the onclick attribute, just return false if you don't want continue;
<script type="text/javascript">
function confirm_alert(node) {
return confirm("Please click on OK to continue.");
}
</script>
<a href="http://www.google.com" onclick="return confirm_alert(this);">Click Me</a>