diff --git a/superset/db_engine_specs/base.py b/superset/db_engine_specs/base.py
index 1b46bb35bb4..a7ff8622722 100644
--- a/superset/db_engine_specs/base.py
+++ b/superset/db_engine_specs/base.py
@@ -1276,7 +1276,7 @@ class BaseEngineSpec:  # pylint: disable=too-many-public-methods
         schema: Optional[str],
         database: Database,
         query: Select,
-        columns: Optional[List[Dict[str, str]]] = None,
+        columns: Optional[List[Dict[str, Any]]] = None,
     ) -> Optional[Select]:
         """
         Add a where clause to a query to reference only the most recent partition
diff --git a/superset/db_engine_specs/hive.py b/superset/db_engine_specs/hive.py
index 9f9f257a115..6d8986c1c7b 100644
--- a/superset/db_engine_specs/hive.py
+++ b/superset/db_engine_specs/hive.py
@@ -418,7 +418,7 @@ class HiveEngineSpec(PrestoEngineSpec):
         schema: Optional[str],
         database: "Database",
         query: Select,
-        columns: Optional[List[Dict[str, str]]] = None,
+        columns: Optional[List[Dict[str, Any]]] = None,
     ) -> Optional[Select]:
         try:
             col_names, values = cls.latest_partition(
diff --git a/superset/db_engine_specs/presto.py b/superset/db_engine_specs/presto.py
index 42f6ed9af6d..82b05e53e31 100644
--- a/superset/db_engine_specs/presto.py
+++ b/superset/db_engine_specs/presto.py
@@ -495,7 +495,7 @@ class PrestoBaseEngineSpec(BaseEngineSpec, metaclass=ABCMeta):
         schema: Optional[str],
         database: Database,
         query: Select,
-        columns: Optional[List[Dict[str, str]]] = None,
+        columns: Optional[List[Dict[str, Any]]] = None,
     ) -> Optional[Select]:
         try:
             col_names, values = cls.latest_partition(
@@ -513,13 +513,15 @@ class PrestoBaseEngineSpec(BaseEngineSpec, metaclass=ABCMeta):
         }
 
         for col_name, value in zip(col_names, values):
-            if col_name in column_type_by_name:
-                if column_type_by_name.get(col_name) == "TIMESTAMP":
-                    query = query.where(Column(col_name, TimeStamp()) == value)
-                elif column_type_by_name.get(col_name) == "DATE":
-                    query = query.where(Column(col_name, Date()) == value)
-                else:
-                    query = query.where(Column(col_name) == value)
+            col_type = column_type_by_name.get(col_name)
+
+            if isinstance(col_type, types.DATE):
+                col_type = Date()
+            elif isinstance(col_type, types.TIMESTAMP):
+                col_type = TimeStamp()
+
+            query = query.where(Column(col_name, col_type) == value)
+
         return query
 
     @classmethod
diff --git a/tests/unit_tests/db_engine_specs/test_presto.py b/tests/unit_tests/db_engine_specs/test_presto.py
index 2684db05555..df2ed58c376 100644
--- a/tests/unit_tests/db_engine_specs/test_presto.py
+++ b/tests/unit_tests/db_engine_specs/test_presto.py
@@ -16,10 +16,12 @@
 # under the License.
 from datetime import datetime
 from typing import Any, Dict, Optional, Type
+from unittest import mock
 
 import pytest
 import pytz
-from sqlalchemy import types
+from pyhive.sqlalchemy_presto import PrestoDialect
+from sqlalchemy import sql, text, types
 from sqlalchemy.engine.url import make_url
 
 from superset.utils.core import GenericDataType
@@ -106,3 +108,38 @@ def test_get_schema_from_engine_params() -> None:
         )
         is None
     )
+
+
+@mock.patch("superset.db_engine_specs.presto.PrestoEngineSpec.latest_partition")
+@pytest.mark.parametrize(
+    ["column_type", "column_value", "expected_value"],
+    [
+        (types.DATE(), "2023-05-01", "DATE '2023-05-01'"),
+        (types.TIMESTAMP(), "2023-05-01", "TIMESTAMP '2023-05-01'"),
+        (types.VARCHAR(), "2023-05-01", "'2023-05-01'"),
+        (types.INT(), 1234, "1234"),
+    ],
+)
+def test_where_latest_partition(
+    mock_latest_partition, column_type, column_value: Any, expected_value: str
+) -> None:
+    """
+    Test the ``where_latest_partition`` method
+    """
+    from superset.db_engine_specs.presto import PrestoEngineSpec as spec
+
+    mock_latest_partition.return_value = (["partition_key"], [column_value])
+
+    query = sql.select(text("* FROM table"))
+    columns = [{"name": "partition_key", "type": column_type}]
+
+    expected = f"""SELECT * FROM table \nWHERE "partition_key" = {expected_value}"""
+    result = spec.where_latest_partition(
+        "table", mock.MagicMock(), mock.MagicMock(), query, columns
+    )
+    assert result is not None
+    actual = result.compile(
+        dialect=PrestoDialect(), compile_kwargs={"literal_binds": True}
+    )
+
+    assert str(actual) == expected