diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b81b9ba070a44..b2c463f9f4a22 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -301,3 +301,60 @@ repos:
         language: python
         files: ^doc/source/whatsnew/v
         exclude: ^doc/source/whatsnew/v(0|1|2\.0\.0)
+    -   id: enforce-match-arg-in-assert-produces-warning
+        name: Enforce the usage of match arg
+        entry: python scripts/enforce_match_arg_in_assert_produces_warning.py
+        language: python
+        files: ^pandas/tests
+        exclude: |
+            (?x)
+            ^(
+            pandas/tests/computation/test_eval.py|
+            pandas/tests/frame/test_query_eval.py|
+            pandas/tests/frame/methods/test_drop.py|
+            pandas/tests/plotting/test_datetimelike.py|
+            pandas/tests/plotting/frame/test_frame_color.py|
+            pandas/tests/plotting/test_hist_method.py|
+            pandas/tests/util/test_deprecate_kwarg.py|
+            pandas/tests/util/test_deprecate.py|
+            pandas/tests/util/test_assert_produces_warning.py|
+            pandas/tests/util/test_deprecate_nonkeyword_arguments.py|
+            pandas/tests/api/test_types.py|
+            pandas/tests/api/test_api.py|
+            pandas/tests/strings/test_find_replace.py|
+            pandas/tests/arithmetic/test_datetime64.py|
+            pandas/tests/arithmetic/test_timedelta64.py|
+            pandas/tests/arithmetic/test_period.py|
+            pandas/tests/tseries/offsets/test_offsets.py|
+            pandas/tests/indexes/datetimes/methods/test_shift.py|
+            pandas/tests/extension/test_period.py|
+            pandas/tests/io/pytables/test_retain_attributes.py|
+            pandas/tests/scalar/timestamp/methods/test_to_pydatetime.py|
+            pandas/tests/io/test_sql.py|
+            pandas/tests/plotting/frame/test_hist_box_by.py|
+            pandas/tests/plotting/test_boxplot_method.py|
+            pandas/tests/frame/methods/test_reindex_like.py|
+            pandas/tests/series/accessors/test_cat_accessor.py|
+            pandas/tests/indexing/multiindex/test_multiindex.py|
+            pandas/tests/indexes/multi/test_drop.py|
+            pandas/tests/io/parser/test_unsupported.py|
+            pandas/tests/apply/test_str.py|
+            pandas/tests/indexes/multi/test_indexing.py|
+            pandas/tests/io/pytables/test_store.py|
+            pandas/tests/io/pytables/test_put.py|
+            pandas/tests/io/pytables/test_round_trip.py|
+            pandas/tests/resample/test_datetime_index.py|
+            pandas/tests/io/parser/test_c_parser_only.py|
+            pandas/tests/io/test_stata.py|
+            pandas/tests/plotting/test_misc.py|
+            pandas/tests/series/methods/test_equals.py|
+            pandas/tests/frame/test_block_internals.py|
+            pandas/tests/indexes/multi/test_sorting.py|
+            pandas/tests/series/methods/test_reindex_like.py|
+            pandas/tests/extension/test_sparse.py|
+            pandas/tests/indexes/test_common.py|
+            pandas/tests/indexing/multiindex/test_loc.py|
+            pandas/tests/frame/indexing/test_insert.py|
+            pandas/tests/groupby/test_groupby.py|
+            )$
+        types: [python]
diff --git a/scripts/enforce_match_arg_in_assert_produces_warning.py b/scripts/enforce_match_arg_in_assert_produces_warning.py
new file mode 100755
index 0000000000000..d1a2e9cc2e6dc
--- /dev/null
+++ b/scripts/enforce_match_arg_in_assert_produces_warning.py
@@ -0,0 +1,88 @@
+"""
+Enforce that all usages of tm.assert_produces_warning use
+the "match" argument. This will help ensure that users always see
+the correct warning message.
+
+tm.assert_produces_warning(None), tm.assert_produces_warning()
+and tm.assert_produces_warning(False) are excluded as no warning is
+produced.
+
+This is meant to be run as a pre-commit hook - to run it manually, you can do:
+
+    pre-commit run enforce-match-arg-in-assert-produces-warning --all-files
+"""
+from __future__ import annotations
+
+import argparse
+import ast
+import sys
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+ERROR_MESSAGE = (
+    "{path}:{lineno}:{col_offset}: "
+    '"match" argument missing in tm.assert_produces_warning'
+    "\n"
+)
+
+
+class MatchArgForWarningsChecker(ast.NodeVisitor):
+    def __init__(self) -> None:
+        self.error_set = []
+
+    def visit_Call(self, node) -> None:
+        if ( isinstance(node.func, ast.Attribute)  and
+            node.func.attr == "assert_produces_warning"):
+            # only check for attribute function of class/module tm
+            if ( isinstance(node.func.value, ast.Name) and
+                node.func.value.id == "tm" ):
+                # ignore tm.assert_produces_warning(None),tm.assert_produces_warning()
+                # and tm.assert_produces_warning(False)
+                if ( len(node.args) == 0 or
+                    (isinstance(node.args[0], ast.Constant) and
+                    ( node.args[0].value is None or node.args[0].value is False))):
+                    return
+                if not any(keyword.arg == "match" for keyword in node.keywords):
+                    self.error_set.append((node.lineno, node.col_offset))
+
+
+# Returns true if a file fails the check
+def check_for_match_arg(content: str, filename: str) -> bool:
+    tree = ast.parse(content)
+    visitor = MatchArgForWarningsChecker()
+    visitor.visit(tree)
+
+    if len(visitor.error_set) == 0:
+        return False
+
+    for error in visitor.error_set:
+        msg = ERROR_MESSAGE.format(
+                lineno=error[0],
+                col_offset=error[1],
+                path=filename,
+            )
+        sys.stdout.write(msg)
+
+    return True
+
+
+def main(argv: Sequence[str] | None = None) -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("paths", nargs="*")
+
+    args = parser.parse_args(argv)
+    is_match_missing = False
+
+    for filename in args.paths:
+        with open(filename, encoding="utf-8") as fd:
+            content = fd.read()
+            is_match_missing = check_for_match_arg(content, filename) | is_match_missing
+
+    if is_match_missing:
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()