diff --git a/zathura/page-widget.c b/zathura/page-widget.c
index ed079a9..c894dd5 100644
--- a/zathura/page-widget.c
+++ b/zathura/page-widget.c
@@ -1020,7 +1020,11 @@ zathura_page_widget_popup_menu(GtkWidget* widget, GdkEventButton* event)
 
   /* attach and popup */
   gtk_menu_attach_to_widget(GTK_MENU(menu), widget, NULL);
+#if GTK_CHECK_VERSION(3, 22, 0)
+  gtk_menu_popup_at_pointer(GTK_MENU(menu), (GdkEvent*) event);
+#else
   gtk_menu_popup(GTK_MENU(menu), NULL, NULL, NULL, NULL, event->button, event->time);
+#endif
 }
 
 static gboolean