In my below code, I keep getting "MexicoMexico" returned as the label text when I check "Mexico". For all the other fields I am not getting this duplicate result, it is only for this one field. The issue occurs immediately after the first assignment of countryvalues[i] and I don't see why.
<div id="country">
....
   <li><input type="checkbox" name="country" value="mexico" class="checkbox">
   <label for="mexico">Mexico</label></input></li>
</div>
countryvalues = $('#country input:checkbox:checked').map(function() {
    return this.value;
}).get(); 
for (var i=0; i<countryvalues.length; i++)
    {
        countryvalues[i] = $("label[for='" + countryvalues[i] + "']").text();
        countryvalues[i] = countryvalues[i].split(' ').join('%20');
        fields = fields + "coveraa!";
        url = url + countryvalues[i] + "!";
    }
                If you have multiple  li . then you can use this code to get the checked checkbox label text.
JS FIDLLE LINK
<div id="country">
....
   <li><input type="checkbox" name="country" value="mexico" class="checkbox">
   <label for="mexico">Mexico</label></input>
    </li>
    <li><input type="checkbox" name="country" value="mexico" class="checkbox">
   <label for="mexico">Canada</label></input>
    </li>
</div>
$(document).ready(function(){
    $('#country li input:checkbox').change(
        function() {
            //alert('HI');
            alert($(this).next('label').text());
                   }
    );
});
                        Sarina, I can only suggest you try obtaining the string you seek within the .map() callback rather than looping again with for(...){...}.
var countryvalues = $('#country input:checkbox:checked').map(function() {
    return $(this).next("label").text().split(' ').join('%20');
}).get();
Make sure the HTML is purged of all instances of </input> and that the input elements are self-closed, <input ... />.
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