diff --git a/test/integration/targets/incidental_setup_docker/tasks/Suse.yml b/test/integration/targets/incidental_setup_docker/tasks/Suse.yml
index 81831941493..93f4d34e371 100644
--- a/test/integration/targets/incidental_setup_docker/tasks/Suse.yml
+++ b/test/integration/targets/incidental_setup_docker/tasks/Suse.yml
@@ -1,4 +1,4 @@
-- name: Install docker 17
+- name: Install docker
   zypper:
     name: "{{ docker_packages }}"
     force: yes
diff --git a/test/integration/targets/incidental_setup_docker/vars/Debian.yml b/test/integration/targets/incidental_setup_docker/vars/Debian.yml
index e9ffb941596..477bd124321 100644
--- a/test/integration/targets/incidental_setup_docker/vars/Debian.yml
+++ b/test/integration/targets/incidental_setup_docker/vars/Debian.yml
@@ -1,3 +1,7 @@
+docker_packages:
+  - docker-ce=5:19.03.0*
+  - docker-ce-cli=5:19.03.0*
+
 docker_prereq_packages:
   - apt-transport-https
   - ca-certificates
diff --git a/test/integration/targets/incidental_setup_docker/vars/Fedora.yml b/test/integration/targets/incidental_setup_docker/vars/Fedora.yml
index 43126881035..9dd84344c4c 100644
--- a/test/integration/targets/incidental_setup_docker/vars/Fedora.yml
+++ b/test/integration/targets/incidental_setup_docker/vars/Fedora.yml
@@ -1,4 +1,5 @@
 docker_prereq_packages: []
 
 docker_packages:
-  - docker-ce
+  - docker-ce-19.03.1
+  - docker-ce-cli-19.03.1
diff --git a/test/integration/targets/incidental_setup_docker/vars/RedHat-7.yml b/test/integration/targets/incidental_setup_docker/vars/RedHat-7.yml
index 7166b1f5735..bc1c7820906 100644
--- a/test/integration/targets/incidental_setup_docker/vars/RedHat-7.yml
+++ b/test/integration/targets/incidental_setup_docker/vars/RedHat-7.yml
@@ -4,5 +4,9 @@ docker_prereq_packages:
   - lvm2
   - libseccomp
 
+docker_packages:
+  - docker-ce-19.03.1
+  - docker-ce-cli-19.03.1
+
 docker_pip_extra_packages:
   - requests==2.6.0
diff --git a/test/integration/targets/incidental_setup_docker/vars/Suse.yml b/test/integration/targets/incidental_setup_docker/vars/Suse.yml
index ad0d515e2b7..b740861f34b 100644
--- a/test/integration/targets/incidental_setup_docker/vars/Suse.yml
+++ b/test/integration/targets/incidental_setup_docker/vars/Suse.yml
@@ -1,2 +1,2 @@
 docker_packages:
-  - docker>=17
+  - docker=19.03.1_ce