diff --git a/core/dbt/deprecations.py b/core/dbt/deprecations.py
index f3df82cc606..8a42d4311fe 100644
--- a/core/dbt/deprecations.py
+++ b/core/dbt/deprecations.py
@@ -36,9 +36,9 @@ def show(self, *args, **kwargs) -> None:
         if self.name not in active_deprecations:
             desc = self.description.format(**kwargs)
             msg = ui.line_wrap_message(
-                desc, prefix='* Deprecation Warning:\n\n'
+                desc, prefix='Deprecated functionality\n\n'
             )
-            dbt.exceptions.warn_or_error(msg)
+            dbt.exceptions.warn_or_error(msg, log_fmt=ui.warning_tag('{}'))
             self.track_deprecation_warn()
             active_deprecations.add(self.name)
 
@@ -62,7 +62,7 @@ class PackageInstallPathDeprecation(DBTDeprecation):
 
 class ConfigPathDeprecation(DBTDeprecation):
     _description = '''\
-    The `{deprecated_path}` config has been deprecated in favor of `{exp_path}`.
+    The `{deprecated_path}` config has been renamed to `{exp_path}`.
     Please update your `dbt_project.yml` configuration to reflect this change.
     '''
 
diff --git a/test/integration/012_deprecation_tests/test_deprecations.py b/test/integration/012_deprecation_tests/test_deprecations.py
index 267fc0168c1..a0b4497036a 100644
--- a/test/integration/012_deprecation_tests/test_deprecations.py
+++ b/test/integration/012_deprecation_tests/test_deprecations.py
@@ -43,7 +43,7 @@ def test_postgres_data_path_fail(self):
         with self.assertRaises(dbt.exceptions.CompilationException) as exc:
             self.run_dbt(['--warn-error', 'debug'])
         exc_str = ' '.join(str(exc.exception).split())  # flatten all whitespace
-        expected = "The `data-paths` config has been deprecated"
+        expected = "The `data-paths` config has been renamed"
         assert expected in exc_str