diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 55bd8a566..2ab23deda 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -16,7 +16,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [ 3.7, 3.8, 3.9 ]
+        python-version: [ 3.8, 3.9 ]
         requirements-file: [
             dj22_cms40.txt,
             dj32_cms40.txt,
diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 5d7e8c73b..888d3c713 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,7 @@ Changelog
 
 Unreleased
 ==========
+* feat: Removed unpublished pages from menu item admin select view for page drop down
 
 1.8.2 (2022-10-25)
 ==================
diff --git a/djangocms_navigation/views.py b/djangocms_navigation/views.py
index 61e1c540d..91be896ce 100644
--- a/djangocms_navigation/views.py
+++ b/djangocms_navigation/views.py
@@ -32,8 +32,16 @@ def get(self, request, *args, **kwargs):
         if not is_model_supported(self.menu_content_model, model):
             return HttpResponseBadRequest()
 
+        queryset_data = self.get_data()
+
+        # Removing unpublished pages from queryset
+        if model == Page:
+            queryset_data = [
+                page for page in queryset_data if page.get_title_obj().versions.first().state != 'unpublished'
+            ]
+
         data = {
-            "results": [{"text": str(obj), "id": obj.pk} for obj in self.get_data()]
+            "results": [{"text": str(obj), "id": obj.pk} for obj in queryset_data]
         }
         return JsonResponse(data)
 
diff --git a/tests/requirements/requirements_base.txt b/tests/requirements/requirements_base.txt
index 360803480..476db111c 100644
--- a/tests/requirements/requirements_base.txt
+++ b/tests/requirements/requirements_base.txt
@@ -6,8 +6,6 @@ flake8
 isort
 lxml
 tox
-
-# Unreleased django-cms 4.0 compatible packages
 https://github.com/django-cms/django-cms/tarball/develop-4#egg=django-cms
 https://github.com/divio/djangocms-text-ckeditor/tarball/support/4.0.x#egg=djangocms-text-ckeditor
 https://github.com/django-cms/djangocms-versioning/tarball/master#egg=djangocms-versioning
diff --git a/tox.ini b/tox.ini
index 72e50f766..eeb535987 100644
--- a/tox.ini
+++ b/tox.ini
@@ -2,7 +2,7 @@
 envlist =
     flake8
     isort
-    py{37,38,39}-dj{22}-sqlite-cms40
+    py{38,39}-dj{22}-sqlite-cms40
 
 skip_missing_interpreters=True
 
@@ -15,7 +15,6 @@ deps =
     dj32: -r{toxinidir}/tests/requirements/dj32_cms40.txt
 
 basepython =
-    py37: python3.7
     py38: python3.8
     py39: python3.9