diff --git a/app/assets/stylesheets/pages/labels.scss b/app/assets/stylesheets/pages/labels.scss
index c4fb0c2c8e9..3ea6be9f638 100644
--- a/app/assets/stylesheets/pages/labels.scss
+++ b/app/assets/stylesheets/pages/labels.scss
@@ -73,30 +73,26 @@
 .manage-labels-list {
   > li:not(.empty-message):not(.is-not-draggable) {
     background-color: $white-light;
-    cursor: move;
-    cursor: -webkit-grab;
-    cursor: -moz-grab;
     margin-bottom: 5px;
     display: flex;
     justify-content: space-between;
     padding: 11px 10px 11px $gl-padding;
     border-radius: $border-radius-default;
 
-    &:active {
-      cursor: -webkit-grabbing;
-      cursor: -moz-grabbing;
-    }
-
     &.sortable-ghost {
       opacity: 0.3;
     }
 
     .prioritized-labels & {
       box-shadow: 0 1px 2px $issue-boards-card-shadow;
-    }
+      cursor: move;
+      cursor: -webkit-grab;
+      cursor: -moz-grab;
 
-    &.no-hand {
-      cursor: auto;
+      &:active {
+        cursor: -webkit-grabbing;
+        cursor: -moz-grabbing;
+      }
     }
   }
 
diff --git a/app/views/shared/_label.html.haml b/app/views/shared/_label.html.haml
index c2357a97975..d1d5d707410 100644
--- a/app/views/shared/_label.html.haml
+++ b/app/views/shared/_label.html.haml
@@ -5,7 +5,7 @@
 - show_label_merge_requests_link = show_label_issuables_link?(label, :merge_requests, project: @project)
 - show_label_issues_link = show_label_issuables_link?(label, :issues, project: @project)
 
-%li.label-list-item{ class: ('no-hand' unless label.priority?), id: label_css_id, data: { id: label.id } }
+%li.label-list-item{ id: label_css_id, data: { id: label.id } }
   = render "shared/label_row", label: label
   %ul.label-actions-list
     %li.inline