diff --git a/CHANGELOG.md b/CHANGELOG.md
index 17eaff2c5ff..29548a437d1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,8 @@
 ## 1.12.0 (TBD)
 
 ### Bug Fixes
+
+- Fixed a bug in `DataFrame.na.fill` that caused Boolean values to erroneously override integer values.
 - Fixed sql simplifier for filter with window function columns in select.
 
 ## 1.11.1 (2023-12-07)
diff --git a/src/snowflake/snowpark/dataframe_na_functions.py b/src/snowflake/snowpark/dataframe_na_functions.py
index 387a2e722d5..aecc5070fba 100644
--- a/src/snowflake/snowpark/dataframe_na_functions.py
+++ b/src/snowflake/snowpark/dataframe_na_functions.py
@@ -48,6 +48,8 @@ def _is_value_type_matching_for_na_function(
         value is None
         or (
             isinstance(value, int)
+            # bool is a subclass of int, but we don't want to consider it numeric
+            and not isinstance(value, bool)
             and isinstance(datatype, (IntegerType, LongType, FloatType, DoubleType))
         )
         or (isinstance(value, float) and isinstance(datatype, (FloatType, DoubleType)))
@@ -285,6 +287,17 @@ def fill(
             |3.14  |15   |
             --------------
             <BLANKLINE>
+            >>> df2 = session.create_dataframe([[1.0, True], [2.0, False], [3.0, False], [None, None]]).to_df("a", "b")
+            >>> df2.na.fill(True).show()
+            ----------------
+            |"A"   |"B"    |
+            ----------------
+            |1.0   |True   |
+            |2.0   |False  |
+            |3.0   |False  |
+            |NULL  |True   |
+            ----------------
+            <BLANKLINE>
 
         Note:
             If the type of a given value in ``value`` doesn't match the