diff --git a/synapse/app/appservice.py b/synapse/app/appservice.py
index dd114dee0..ea052588e 100644
--- a/synapse/app/appservice.py
+++ b/synapse/app/appservice.py
@@ -97,7 +97,7 @@ class AppserviceServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/client_reader.py b/synapse/app/client_reader.py
index 85dada7f9..654ddb841 100644
--- a/synapse/app/client_reader.py
+++ b/synapse/app/client_reader.py
@@ -122,7 +122,7 @@ class ClientReaderServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/event_creator.py b/synapse/app/event_creator.py
index 5ca77c0f1..441467093 100644
--- a/synapse/app/event_creator.py
+++ b/synapse/app/event_creator.py
@@ -138,7 +138,7 @@ class EventCreatorServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/federation_reader.py b/synapse/app/federation_reader.py
index 2a1995d0c..b2415cc67 100644
--- a/synapse/app/federation_reader.py
+++ b/synapse/app/federation_reader.py
@@ -111,7 +111,7 @@ class FederationReaderServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/federation_sender.py b/synapse/app/federation_sender.py
index 81ad57404..13d2b7005 100644
--- a/synapse/app/federation_sender.py
+++ b/synapse/app/federation_sender.py
@@ -125,7 +125,7 @@ class FederationSenderServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/frontend_proxy.py b/synapse/app/frontend_proxy.py
index 5a164a7a9..d2bae4ad0 100644
--- a/synapse/app/frontend_proxy.py
+++ b/synapse/app/frontend_proxy.py
@@ -176,7 +176,7 @@ class FrontendProxyServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/homeserver.py b/synapse/app/homeserver.py
index 714f98a3e..f855925fc 100755
--- a/synapse/app/homeserver.py
+++ b/synapse/app/homeserver.py
@@ -266,7 +266,7 @@ class SynapseHomeServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/media_repository.py b/synapse/app/media_repository.py
index 006bba80a..19a682cce 100644
--- a/synapse/app/media_repository.py
+++ b/synapse/app/media_repository.py
@@ -118,7 +118,7 @@ class MediaRepositoryServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/pusher.py b/synapse/app/pusher.py
index 64df47f9c..13cfbd08b 100644
--- a/synapse/app/pusher.py
+++ b/synapse/app/pusher.py
@@ -128,7 +128,7 @@ class PusherServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/synchrotron.py b/synapse/app/synchrotron.py
index 6808d6d3e..82f06ea18 100644
--- a/synapse/app/synchrotron.py
+++ b/synapse/app/synchrotron.py
@@ -305,7 +305,7 @@ class SynchrotronServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])
diff --git a/synapse/app/user_dir.py b/synapse/app/user_dir.py
index ada1c13ce..f5726e3df 100644
--- a/synapse/app/user_dir.py
+++ b/synapse/app/user_dir.py
@@ -150,7 +150,7 @@ class UserDirectoryServer(HomeServer):
             elif listener["type"] == "metrics":
                 if not self.get_config().enable_metrics:
                     logger.warn(("Metrics listener configured, but "
-                                 "collect_metrics is not enabled!"))
+                                 "enable_metrics is not True!"))
                 else:
                     _base.listen_metrics(listener["bind_addresses"],
                                          listener["port"])