diff --git a/.github/workflows/test-package.yml b/.github/workflows/test-package.yml
index 4533cf2..9dff55b 100644
--- a/.github/workflows/test-package.yml
+++ b/.github/workflows/test-package.yml
@@ -6,12 +6,39 @@ on:
   workflow_dispatch:
 
 jobs:
-  build:
+  create_matrix:
+    
+    runs-on: ubuntu-latest  
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+      
+      - name: Create matrix
+        uses: fabiocaccamo/create-matrix-action@v1
+        with:
+          matrix: |
+            python-version {2.7}, django-version {1.8,1.9,1.10,1.11}, database {sqlite,postgres}
+            python-version {3.6}, django-version {1.8,1.9,1.10,1.11,2.0,2.1,2.2,3.0,3.1,3.2}, database {sqlite,postgres}
+            python-version {3.7}, django-version {2.0,2.1,2.2,3.0,3.1,3.2}, database {sqlite,postgres}
+            python-version {3.8}, django-version {2.2,3.0,3.1,3.2}, database {sqlite,postgres}
+            python-version {3.9}, django-version {2.2,3.0,3.1,3.2}, database {sqlite,postgres}
+            python-version {3.10}, django-version {3.2,4.0}, database {sqlite,postgres}
+
+      - name: Set matrix output variable 
+        id: set_matrix
+        run: |
+          echo "::set-output name=matrix::$(cat ./matrix.json)" 
+     
+    outputs:
+      matrix: ${{ steps.set_matrix.outputs.matrix }}
+        
+  test:
+    needs: create_matrix
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
-      matrix:
-        python-version: ['2.7', '3.6', '3.7', '3.8', '3.9', '3.10']
+      matrix: 
+        include: ${{fromJson(needs.create_matrix.outputs.matrix)}}
 
     services:
       postgres:
@@ -38,12 +65,31 @@ jobs:
     - name: Install psycopg2 prerequisites
       run: sudo apt-get install libpq-dev
 
-    - name: Install dependencies
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+        cache: 'pip'
+      
+    - name: Upgrade pip version
       run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
-        pip install -r requirements-test.txt
-        pip install tox tox-gh-actions
+        pip install pip --upgrade
 
-    - name: Test with tox
-      run: tox
+    - name: Install django
+      run: |
+        pip install "Django ~= ${{ matrix.django-version }}"
+
+    - name: Run tests
+      env: 
+        DATABASE_ENGINE: ${{ matrix.database }}"
+      run: |
+        coverage run --append --source=admin_interface setup.py test
+        coverage xml -o ./coverage.xml
+    
+    - name: Upload coverage to Codecov
+      uses: codecov/codecov-action@v2
+      with:
+        fail_ci_if_error: false
+        files: ./coverage.xml
+        verbose: true
+