diff --git a/netbox/extras/models/change_logging.py b/netbox/extras/models/change_logging.py
index e2b118b84..00a8feec7 100644
--- a/netbox/extras/models/change_logging.py
+++ b/netbox/extras/models/change_logging.py
@@ -5,7 +5,7 @@ from django.db import models
 from django.urls import reverse
 
 from extras.choices import *
-from utilities.querysets import RestrictedQuerySet
+from ..querysets import ObjectChangeManager
 
 __all__ = (
     'ObjectChange',
@@ -82,7 +82,7 @@ class ObjectChange(models.Model):
         null=True
     )
 
-    objects = RestrictedQuerySet.as_manager()
+    objects = ObjectChangeManager()
 
     class Meta:
         ordering = ['-time']
diff --git a/netbox/extras/querysets.py b/netbox/extras/querysets.py
index 2b97af0fb..5462a3477 100644
--- a/netbox/extras/querysets.py
+++ b/netbox/extras/querysets.py
@@ -1,5 +1,6 @@
+from django.conf import settings
 from django.contrib.postgres.aggregates import JSONBAgg
-from django.db.models import OuterRef, Subquery, Q
+from django.db.models import Manager, OuterRef, Subquery, Q
 
 from extras.models.tags import TaggedItem
 from utilities.query_functions import EmptyGroupByJSONBAgg
@@ -151,3 +152,14 @@ class ConfigContextModelQuerySet(RestrictedQuerySet):
         )
 
         return base_query
+
+
+class ObjectChangeManager(Manager.from_queryset(RestrictedQuerySet)):
+
+    def get_queryset(self):
+        # Exclude any change records which refer to an instance of a model that's no longer installed. This
+        # can happen when a plugin is removed but its data remains in the database, for example.
+        app_labels = [
+            app.split('.')[-1] for app in settings.INSTALLED_APPS
+        ]
+        return super().get_queryset().filter(changed_object_type__app_label__in=app_labels)