diff --git a/plugins/module_utils/podman/podman_container_lib.py b/plugins/module_utils/podman/podman_container_lib.py
index 80d2bd3..ce0f95e 100644
--- a/plugins/module_utils/podman/podman_container_lib.py
+++ b/plugins/module_utils/podman/podman_container_lib.py
@@ -481,6 +481,10 @@ class PodmanModuleParams:
         return c
 
     def addparam_network(self, c):
+        if LooseVersion(self.podman_version) >= LooseVersion('4.0.0'):
+            for net in self.params['network']:
+                c += ['--network', net]
+            return c
         return c + ['--network', ",".join(self.params['network'])]
 
     def addparam_network_aliases(self, c):