diff --git a/setup.py b/setup.py
index f154f73bd..67768bf88 100755
--- a/setup.py
+++ b/setup.py
@@ -200,6 +200,6 @@ using a computer and a data projector.""",
         'sword-bibles': ['pysword'],
         'xdg': ['pyxdg']
     },
-    tests_require=['nose2', 'pylint'],
+    tests_require=['nose2', 'PyICU', 'pylint'],
     entry_points={'gui_scripts': ['openlp = openlp.__main__:start']}
 )
diff --git a/tests/functional/openlp_core/common/test_i18n.py b/tests/functional/openlp_core/common/test_i18n.py
index 7dadcb976..ba7998258 100644
--- a/tests/functional/openlp_core/common/test_i18n.py
+++ b/tests/functional/openlp_core/common/test_i18n.py
@@ -113,11 +113,11 @@ def test_get_language_invalid_with_none():
     assert language is None
 
 
-@skipIf(is_macosx(), 'This test doesn\'t work on macOS currently')
 def test_get_locale_key():
     """
     Test the get_locale_key(string) function
     """
+    import icu
     with patch('openlp.core.common.i18n.LanguageManager.get_language') as mocked_get_language:
         # GIVEN: The language is German
         # 0x00C3 (A with diaresis) should be sorted as "A". 0x00DF (sharp s) should be sorted as "ss".