From f126f919376083f8ae9c9b49ac95b1dffd5d1172 Mon Sep 17 00:00:00 2001
From: Brock <jbrockmendel@gmail.com>
Date: Thu, 3 Jul 2025 10:37:22 -0700
Subject: [PATCH] BUG: NA.__and__, __or__, __xor__ with np.bool_ objects

---
 doc/source/whatsnew/v3.0.0.rst        |  1 +
 pandas/_libs/missing.pyx              | 10 +++++++++-
 pandas/tests/scalar/test_na_scalar.py | 18 ++++++++++++++++++
 3 files changed, 28 insertions(+), 1 deletion(-)

diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst
index 94e375615d122..4154942f92907 100644
--- a/doc/source/whatsnew/v3.0.0.rst
+++ b/doc/source/whatsnew/v3.0.0.rst
@@ -762,6 +762,7 @@ Indexing
 Missing
 ^^^^^^^
 - Bug in :meth:`DataFrame.fillna` and :meth:`Series.fillna` that would ignore the ``limit`` argument on :class:`.ExtensionArray` dtypes (:issue:`58001`)
+- Bug in :meth:`NA.__and__`, :meth:`NA.__or__` and :meth:`NA.__xor__` when operating with ``np.bool_`` objects (:issue:`58427`)
 -
 
 MultiIndex
diff --git a/pandas/_libs/missing.pyx b/pandas/_libs/missing.pyx
index 390a527c22bbb..c7f905c4d0be0 100644
--- a/pandas/_libs/missing.pyx
+++ b/pandas/_libs/missing.pyx
@@ -471,6 +471,10 @@ class NAType(C_NAType):
             return False
         elif other is True or other is C_NA:
             return NA
+        elif util.is_bool_object(other):
+            if not other:
+                return False
+            return NA
         return NotImplemented
 
     __rand__ = __and__
@@ -480,12 +484,16 @@ class NAType(C_NAType):
             return True
         elif other is False or other is C_NA:
             return NA
+        elif util.is_bool_object(other):
+            if not other:
+                return NA
+            return True
         return NotImplemented
 
     __ror__ = __or__
 
     def __xor__(self, other):
-        if other is False or other is True or other is C_NA:
+        if util.is_bool_object(other) or other is C_NA:
             return NA
         return NotImplemented
 
diff --git a/pandas/tests/scalar/test_na_scalar.py b/pandas/tests/scalar/test_na_scalar.py
index 287b7557f50f9..d2bc8f521d7bb 100644
--- a/pandas/tests/scalar/test_na_scalar.py
+++ b/pandas/tests/scalar/test_na_scalar.py
@@ -167,6 +167,12 @@ def test_logical_and():
     assert False & NA is False
     assert NA & NA is NA
 
+    # GH#58427
+    assert NA & np.bool_(True) is NA
+    assert np.bool_(True) & NA is NA
+    assert NA & np.bool_(False) is False
+    assert np.bool_(False) & NA is False
+
     msg = "unsupported operand type"
     with pytest.raises(TypeError, match=msg):
         NA & 5
@@ -179,6 +185,12 @@ def test_logical_or():
     assert False | NA is NA
     assert NA | NA is NA
 
+    # GH#58427
+    assert NA | np.bool_(True) is True
+    assert np.bool_(True) | NA is True
+    assert NA | np.bool_(False) is NA
+    assert np.bool_(False) | NA is NA
+
     msg = "unsupported operand type"
     with pytest.raises(TypeError, match=msg):
         NA | 5
@@ -191,6 +203,12 @@ def test_logical_xor():
     assert False ^ NA is NA
     assert NA ^ NA is NA
 
+    # GH#58427
+    assert NA ^ np.bool_(True) is NA
+    assert np.bool_(True) ^ NA is NA
+    assert NA ^ np.bool_(False) is NA
+    assert np.bool_(False) ^ NA is NA
+
     msg = "unsupported operand type"
     with pytest.raises(TypeError, match=msg):
         NA ^ 5