diff --git a/rules-tests/CodeQuality/Rector/Class_/ConvertStaticToSelfRector/Fixture/skip_final_doc_class_constant.php.inc b/rules-tests/CodeQuality/Rector/Class_/ConvertStaticToSelfRector/Fixture/skip_final_doc_class_constant.php.inc
new file mode 100644
index 00000000000..b99cf940eaa
--- /dev/null
+++ b/rules-tests/CodeQuality/Rector/Class_/ConvertStaticToSelfRector/Fixture/skip_final_doc_class_constant.php.inc
@@ -0,0 +1,16 @@
+<?php
+
+namespace Rector\Tests\CodeQuality\Rector\Class_\ConvertStaticToSelfRector\Fixture;
+
+class SkipFinalDocClassConstant
+{
+    /**
+     * @final
+     */
+    public const BAR = 1;
+
+    public function run()
+    {
+        static::BAR;
+    }
+}
diff --git a/rules-tests/CodeQuality/Rector/Class_/ConvertStaticToSelfRector/config/configured_rule.php b/rules-tests/CodeQuality/Rector/Class_/ConvertStaticToSelfRector/config/configured_rule.php
index 1e38609cc98..830716c9645 100644
--- a/rules-tests/CodeQuality/Rector/Class_/ConvertStaticToSelfRector/config/configured_rule.php
+++ b/rules-tests/CodeQuality/Rector/Class_/ConvertStaticToSelfRector/config/configured_rule.php
@@ -4,6 +4,8 @@
 
 use Rector\CodeQuality\Rector\Class_\ConvertStaticToSelfRector;
 use Rector\Config\RectorConfig;
+use Rector\ValueObject\PhpVersionFeature;
 
 return RectorConfig::configure()
-    ->withRules([ConvertStaticToSelfRector::class]);
+    ->withRules([ConvertStaticToSelfRector::class])
+    ->withPhpVersion(PhpVersionFeature::FINAL_CLASS_CONSTANTS);
diff --git a/rules/CodeQuality/Rector/Class_/ConvertStaticToSelfRector.php b/rules/CodeQuality/Rector/Class_/ConvertStaticToSelfRector.php
index 217cf69d72a..a83cf169ba0 100644
--- a/rules/CodeQuality/Rector/Class_/ConvertStaticToSelfRector.php
+++ b/rules/CodeQuality/Rector/Class_/ConvertStaticToSelfRector.php
@@ -16,8 +16,11 @@
 use PHPStan\Reflection\ClassReflection;
 use Rector\Configuration\Parameter\FeatureFlags;
 use Rector\Enum\ObjectReference;
+use Rector\Php\PhpVersionProvider;
 use Rector\PHPStan\ScopeFetcher;
 use Rector\Rector\AbstractRector;
+use Rector\ValueObject\PhpVersionFeature;
+use ReflectionClassConstant;
 use Symplify\RuleDocGenerator\ValueObject\CodeSample\CodeSample;
 use Symplify\RuleDocGenerator\ValueObject\RuleDefinition;
 
@@ -31,6 +34,11 @@
  */
 final class ConvertStaticToSelfRector extends AbstractRector
 {
+    public function __construct(
+        private readonly PhpVersionProvider $phpVersionProvider
+    ) {
+    }
+
     public function getRuleDefinition(): RuleDefinition
     {
         return new RuleDefinition('Change `static::*` to `self::*` on final class or private static members', [
@@ -163,10 +171,23 @@ private function shouldSkip(
         }
 
         if (! $isFinal) {
-            $memberIsFinal = $reflection instanceof ClassConstantReflection
-                ? $reflection->isFinal()
-                : $reflection->isFinalByKeyword()
+            // init
+            $memberIsFinal = false;
+            if ($reflection instanceof ClassConstantReflection) {
+                // Get the native ReflectionClassConstant
+                $declaringClass = $reflection->getDeclaringClass();
+                $nativeReflectionClass = $declaringClass->getNativeReflection();
+                $constantName = $reflection->getName();
+
+                if ($this->phpVersionProvider->isAtLeastPhpVersion(PhpVersionFeature::FINAL_CLASS_CONSTANTS)) {
+                    // PHP 8.1+
+                    $nativeReflection = $nativeReflectionClass->getReflectionConstant($constantName);
+                    $memberIsFinal = $nativeReflection instanceof ReflectionClassConstant && $nativeReflection->isFinal();
+                }
+            } else {
+                $memberIsFinal = $reflection->isFinalByKeyword()
                     ->yes();
+            }
 
             // Final native members can be safely converted
             if ($memberIsFinal) {