diff --git a/python/pyspark/pandas/tests/test_dataframe.py b/python/pyspark/pandas/tests/test_dataframe.py
index 0a7eda77564c..0c23bf07a69d 100644
--- a/python/pyspark/pandas/tests/test_dataframe.py
+++ b/python/pyspark/pandas/tests/test_dataframe.py
@@ -6375,6 +6375,10 @@ def test_cov(self):
         psdf = ps.from_pandas(pdf)
         self.assert_eq(pdf.cov(), psdf.cov())
 
+    @unittest.skipIf(
+        LooseVersion(pd.__version__) < LooseVersion("1.3.0"),
+        "pandas support `Styler.to_latex` since 1.3.0",
+    )
     def test_style(self):
         # Currently, the `style` function returns a pandas object `Styler` as it is,
         # processing only the number of rows declared in `compute.max_rows`.