Fix failing tests
diff --git a/parameterized/parameterized.py b/parameterized/parameterized.py
index 0138334..4a51aad 100644
--- a/parameterized/parameterized.py
+++ b/parameterized/parameterized.py
@@ -24,7 +24,6 @@
 # future code can be written to assume Python 3.
 PY3 = sys.version_info[0] == 3
 PY2 = sys.version_info[0] == 2
-PY35_OR_NEWER = PY3 and sys.version_info.minor >= 5
 
 
 if PY3:
@@ -86,9 +85,7 @@
         return dummy_func
 
     if hasattr(func, 'patchings'):
-        is_original_async = False
-        if PY35_OR_NEWER:
-            is_original_async = inspect.iscoroutinefunction(func)
+        is_original_async = inspect.iscoroutinefunction(func)
         func = dummy_wrapper(func)
         tmp_patchings = func.patchings
         delattr(func, 'patchings')
@@ -554,13 +551,20 @@
             delete_patches_if_need(f)
 
             f.__test__ = False
+
         return parameterized_expand_wrapper
 
     @classmethod
     def param_as_standalone_func(cls, p, func, name):
-        @wraps(func)
-        def standalone_func(*a):
-            return func(*(a + p.args), **p.kwargs)
+        if inspect.iscoroutinefunction(func):
+            @wraps(func)
+            async def standalone_func(*a):
+                return await func(*(a + p.args), **p.kwargs)
+        else:
+            @wraps(func)
+            def standalone_func(*a):
+                return func(*(a + p.args), **p.kwargs)
+
         standalone_func.__name__ = name
 
         # place_as is used by py.test to determine what source file should be
diff --git a/parameterized/test.py b/parameterized/test.py
index f380f90..046f83d 100644
--- a/parameterized/test.py
+++ b/parameterized/test.py
@@ -565,12 +565,19 @@
 
     class TestAsyncParameterizedExpandWithNoMockPatchForClass(IsolatedAsyncioTestCase):
         expect([
+            "test_one_async_function('foo1')",
+            "test_one_async_function('foo0')",
+            "test_one_async_function(42)",
             "test_one_async_function_patch_decorator('foo1', 'umask')",
             "test_one_async_function_patch_decorator('foo0', 'umask')",
             "test_one_async_function_patch_decorator(42, 'umask')",
         ])
 
         @parameterized.expand([(42,), "foo0", param("foo1")])
+        async def test_one_async_function(self, foo):
+            missing_tests.remove("test_one_async_function(%r)" % (foo, ))
+
+        @parameterized.expand([(42,), "foo0", param("foo1")])
         @mock.patch("os.umask")
         async def test_one_async_function_patch_decorator(self, foo, mock_umask):
             missing_tests.remove("test_one_async_function_patch_decorator(%r, %r)" %