diff --git a/tests/utils/test_phase_center_catalog.py b/tests/utils/test_phase_center_catalog.py
index b1d0d7c0f..06a53e7e4 100644
--- a/tests/utils/test_phase_center_catalog.py
+++ b/tests/utils/test_phase_center_catalog.py
@@ -2,9 +2,17 @@
 # Licensed under the 2-clause BSD License
 """Tests for phase center catalog utility functions."""
 
+import os
+
 import pytest
 
 import pyuvdata.utils.phase_center_catalog as ps_cat_utils
+from pyuvdata import UVData
+from pyuvdata.data import DATA_PATH
+
+casa_tutorial_uvfits = os.path.join(
+    DATA_PATH, "day2_TDEM0003_10s_norx_1src_1spw.uvfits"
+)
 
 
 def test_generate_new_phase_center_id_errs():
@@ -13,3 +21,23 @@ def test_generate_new_phase_center_id_errs():
 
     with pytest.raises(ValueError, match="Provided cat_id was found in reserved_ids"):
         ps_cat_utils.generate_new_phase_center_id(cat_id=1, reserved_ids=[1, 2, 3])
+
+
+def test_look_in_catalog_missing_entries():
+    casa_uvfits = UVData()
+    casa_uvfits.read(casa_tutorial_uvfits)
+    phase_cat = casa_uvfits.phase_center_catalog
+
+    # Try that this works normally if we do nothing
+    assert ps_cat_utils.look_in_catalog(
+        phase_cat, cat_name=phase_cat[0]["cat_name"]
+    ) == (0, 5)
+
+    # Now delete some keys
+    for value in phase_cat.values():
+        if "cat_times" in value:
+            del value["cat_times"]
+    # Now re-run the above and verify things work as expected
+    assert ps_cat_utils.look_in_catalog(
+        phase_cat, cat_name=phase_cat[0]["cat_name"]
+    ) == (0, 5)