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+* feat: Removed unpublished pages from menu item admin select view for page drop down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..bb49a4ff4 100644
--- a/djangocms_navigation/views.py
+++ b/djangocms_navigation/views.py
@@ -8,6 +8,8 @@
 from cms.models import Page
 from cms.utils import get_current_site, get_language_from_request
 
+from djangocms_versioning.constants import ARCHIVED, UNPUBLISHED
+
 from djangocms_navigation.utils import is_model_supported, supported_models
 
 
@@ -32,8 +34,17 @@ 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+        # Removing unpublished pages from queryset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+                if not getattr(page.get_title_obj().versions.first(), "state", None) in [ARCHIVED, UNPUBLISHED]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/setup.py b/setup.py
index 6572d8e55..a79dfab59 100644
--- a/setup.py
+++ b/setup.py
@@ -5,7 +5,7 @@
 
 INSTALL_REQUIREMENTS = [
     "Django>=1.11,<3.3",
-    "django-treebeard>=4.3",
+    "django-treebeard>=4.3,<4.6.0",
     "django-cms",
 ]
 
diff --git a/tests/requirements/requirements_base.txt b/tests/requirements/requirements_base.txt
index 360803480..329a0a83e 100644
--- a/tests/requirements/requirements_base.txt
+++ b/tests/requirements/requirements_base.txt
@@ -6,12 +6,10 @@ 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/django-cms/django-cms/tarball/4.0.0#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
+https://github.com/django-cms/djangocms-versioning/tarball/1.2.2#egg=djangocms-versioning
 https://github.com/FidelityInternational/djangocms-version-locking/tarball/master#egg=djangocms-version-locking
 https://github.com/django-cms/djangocms-moderation/tarball/master#egg=djangocms-moderation
-https://github.com/FidelityInternational/djangocms-references/tarball/master#egg=djangocms-references
-https://github.com/django-cms/djangocms-alias/tarball/master#egg=djangocms-alias
+https://github.com/FidelityInternational/djangocms-references/tarball/1.4.3#egg=djangocms-references
+https://github.com/django-cms/djangocms-alias/tarball/1.11.0#egg=djangocms-alias
diff --git a/tox.ini b/tox.ini
index 72e50f766..77efdb657 100644
--- a/tox.ini
+++ b/tox.ini
@@ -2,7 +2,7 @@
 envlist =
     flake8
     isort
-    py{37,38,39}-dj{22}-sqlite-cms40
+    py{37,38,39}-dj{22,32}-sqlite-cms40
 
 skip_missing_interpreters=True