diff --git a/tests/unit/test_sqlserver.py b/tests/unit/test_sqlserver.py
index 244408652..0abcb1475 100644
--- a/tests/unit/test_sqlserver.py
+++ b/tests/unit/test_sqlserver.py
@@ -1,5 +1,8 @@
+from __future__ import annotations
+
 import logging
 from decimal import Decimal
+from typing import Any
 
 import boto3
 import pyarrow as pa
@@ -8,6 +11,7 @@
 
 import awswrangler as wr
 import awswrangler.pandas as pd
+from awswrangler import _databases as _db_utils
 
 from .._utils import ensure_data_types, get_df, pandas_equals
 
@@ -17,26 +21,27 @@
 
 
 @pytest.fixture(scope="module", autouse=True)
-def create_sql_server_database(databases_parameters):
+def create_sql_server_database(databases_parameters: dict[str, Any]) -> None:
+    attrs = _db_utils.get_connection_attributes(connection="aws-sdk-pandas-sqlserver")
     connection_str = (
         f"DRIVER={{ODBC Driver 17 for SQL Server}};"
-        f"SERVER={databases_parameters['sqlserver']['host']},{databases_parameters['sqlserver']['port']};"
-        f"UID={databases_parameters['user']};"
-        f"PWD={databases_parameters['password']}"
+        f"SERVER={attrs.host},{attrs.port};"
+        f"UID={attrs.user};"
+        f"PWD={attrs.password}"
     )
-    con = pyodbc.connect(connection_str, autocommit=True)
+
+    database_name = databases_parameters["sqlserver"]["database"]
     sql_create_db = (
-        f"IF NOT EXISTS(SELECT * FROM sys.databases WHERE name = '{databases_parameters['sqlserver']['database']}') "
+        f"IF NOT EXISTS(SELECT * FROM sys.databases WHERE name = '{database_name}') "
         "BEGIN "
-        f"CREATE DATABASE {databases_parameters['sqlserver']['database']} "
+        f"CREATE DATABASE {database_name} "
         "END"
     )
-    with con.cursor() as cursor:
-        cursor.execute(sql_create_db)
-        con.commit()
-    con.close()
 
-    yield
+    with pyodbc.connect(connection_str, autocommit=True) as con:
+        with con.cursor() as cursor:
+            cursor.execute(sql_create_db)
+            con.commit()
 
 
 @pytest.fixture(scope="function")