diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml
index 3d93956b..9be8af41 100644
--- a/.github/workflows/testing.yml
+++ b/.github/workflows/testing.yml
@@ -13,10 +13,11 @@ on:
 jobs:
   build:
 
-    runs-on: ubuntu-latest
+    runs-on: ${{ matrix.os }}
 
     strategy:
       matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
         python-version: [3.6, 3.7, 3.8]
 
     steps:
@@ -25,6 +26,8 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
+    - name: Display Python version
+        run: python -c "import sys; print(sys.version)"
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
@@ -37,4 +40,4 @@ jobs:
         flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
     - name: Test with pytest
       run: |
-        pytest -vv
+        python -m pytest -vv
diff --git a/tests/conftest.py b/tests/conftest.py
index a88f3c72..1d7339f6 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -36,7 +36,7 @@ if sys.platform.startswith("win") and sys.version_info < (3, 8):
         loop = asyncio.ProactorEventLoop()
         asyncio.set_event_loop(loop)
         yield loop
-        loop.close()
+        asyncio.set_event_loop(None)
 
 
 @pytest.fixture(scope='function')