diff --git a/src/pylogit/choice_tools.py b/src/pylogit/choice_tools.py
index c9653d7..cf967b2 100644
--- a/src/pylogit/choice_tools.py
+++ b/src/pylogit/choice_tools.py
@@ -12,7 +12,7 @@
 
 import warnings
 from collections import OrderedDict
-from collections import Iterable
+from collections.abc import Iterable
 from numbers import Number
 
 import numpy as np
diff --git a/tests/test_bootstrap_abc.py b/tests/test_bootstrap_abc.py
index 21ac35f..85a1884 100644
--- a/tests/test_bootstrap_abc.py
+++ b/tests/test_bootstrap_abc.py
@@ -2,7 +2,7 @@
 Tests for the bootstrap_abc.py file.
 """
 import unittest
-from collections import Iterable
+from collections.abc import Iterable
 
 import numpy as np
 import numpy.testing as npt