diff --git a/bootstrap.yml b/bootstrap.yml
index cf2751b5..cd4fc3a0 100644
--- a/bootstrap.yml
+++ b/bootstrap.yml
@@ -63,7 +63,9 @@
 
     # Change Selinux to permissive
     - name: change selinux enforcement to permissive
-      command: setenforce permissive
+      selinux:
+        policy: targeted
+        state: permissive
       when: "ansible_os_family == 'RedHat' and disable_selinux and selinux_permissive == 'enforcing' and islandora_build_base_box|bool == True"
 
     # Check if we may be re-running