diff --git a/tests/integration/targets/gitlab_project_members/defaults/main.yml b/tests/integration/targets/gitlab_project_members/defaults/main.yml
index 72d5a68f15..47062478a8 100644
--- a/tests/integration/targets/gitlab_project_members/defaults/main.yml
+++ b/tests/integration/targets/gitlab_project_members/defaults/main.yml
@@ -16,3 +16,5 @@ dedicated_access_users:
     access_level: "developer"
   - name: username2
     access_level: "maintainer"
+  - name: username3
+    access_level: "owner"
diff --git a/tests/integration/targets/gitlab_project_members/tasks/main.yml b/tests/integration/targets/gitlab_project_members/tasks/main.yml
index 215abad44f..6f04232ed9 100644
--- a/tests/integration/targets/gitlab_project_members/tasks/main.yml
+++ b/tests/integration/targets/gitlab_project_members/tasks/main.yml
@@ -10,9 +10,11 @@
 # SPDX-License-Identifier: GPL-3.0-or-later
 
 - name: Install required library
-  pip:
+  ansible.builtin.pip:
     name: python-gitlab
     state: present
+    extra_args: >-
+      --break-system-packages
 
 - name: Clean UP before tests
   community.general.gitlab_project_members:
@@ -20,6 +22,7 @@
     api_token: "{{ gitlab_api_access_token }}"
     project: "{{ gitlab_project }}"
     gitlab_user: "{{ username }}"
+    access_level: "{{ gitlab_access_level }}"
     state: absent
 
 - name: Add a User to A GitLab Project
@@ -58,6 +61,7 @@
     api_token: "{{ gitlab_api_access_token }}"
     project: "{{ gitlab_project }}"
     gitlab_user: "{{ username }}"
+    access_level: "{{ gitlab_access_level }}"
     state: absent
   register: remove_gitlab_project_members_state
 
@@ -72,6 +76,7 @@
     api_token: "{{ gitlab_api_access_token }}"
     project: "{{ gitlab_project }}"
     gitlab_user: "{{ username }}"
+    access_level: "{{ gitlab_access_level }}"
     state: absent
   register: remove_gitlab_project_members_state_again
 
@@ -90,15 +95,16 @@
     state: present
 
 - name: Remove a list of Users to A GitLab Project
-  community.general.gitlab_project_members::
+  community.general.gitlab_project_members:
     api_url: "{{ gitlab_server_url }}"
     api_token: "{{ gitlab_api_access_token }}"
     project: "{{ gitlab_project }}"
     gitlab_user: "{{ userlist }}"
+    access_level: "{{ gitlab_access_level }}"
     state: absent
 
 - name: Add a list of Users with Dedicated Access Levels to A GitLab Project
-  community.general.gitlab_project_members::
+  community.general.gitlab_project_members:
     api_url: "{{ gitlab_server_url }}"
     api_token: "{{ gitlab_api_access_token }}"
     project: "{{ gitlab_project }}"
@@ -106,7 +112,7 @@
     state: present
 
 - name: Remove a list of Users with Dedicated Access Levels to A GitLab Project
-  community.general.gitlab_project_members::
+  community.general.gitlab_project_members:
     api_url: "{{ gitlab_server_url }}"
     api_token: "{{ gitlab_api_access_token }}"
     project: "{{ gitlab_project }}"
@@ -114,11 +120,11 @@
     state: absent
 
 - name: Add a user, remove all others which might be on this access level
-  community.general.gitlab_project_members::
+  community.general.gitlab_project_members:
     api_url: "{{ gitlab_server_url }}"
     api_token: "{{ gitlab_api_access_token }}"
     project: "{{ gitlab_project }}"
     gitlab_user: "{{ username }}"
     access_level: "{{ gitlab_access_level }}"
-    pruge_users: "{{ gitlab_access_level }}"
+    purge_users: "{{ gitlab_access_level }}"
     state: present