diff --git a/pytest_stepwise/compat.py b/pytest_stepwise/compat.py
index ce28f7474..a1cc1e986 100644
--- a/pytest_stepwise/compat.py
+++ b/pytest_stepwise/compat.py
@@ -5,6 +5,12 @@ try:
 except ImportError:
     from pytest_cache import Cache
 
+try:
+    # pytest 3.7+
+    Cache = Cache.for_config
+except AttributeError:
+    pass
+
 
 if hasattr(pytest, 'hookimpl'):
     tryfirst = pytest.hookimpl(tryfirst=True)
diff --git a/tests/test_pytest_stepwise.py b/tests/test_pytest_stepwise.py
index 1d0c4e8a8..cb52e9ead 100644
--- a/tests/test_pytest_stepwise.py
+++ b/tests/test_pytest_stepwise.py
@@ -132,4 +132,7 @@ def test_stop_on_collection_errors(broken_testdir):
     result = broken_testdir.runpytest('-v', '--strict', '--stepwise', 'working_testfile.py', 'broken_testfile.py')
 
     stdout = result.stdout.str()
-    assert 'Error when collecting test' in stdout
+    if pytest.__version__ < '3.0.0':
+        assert 'Error when collecting test' in stdout
+    else:
+        assert 'errors during collection' in stdout