diff --git a/pandas/core/series.py b/pandas/core/series.py
index d54cbbdc67bd6..6882be2390495 100644
--- a/pandas/core/series.py
+++ b/pandas/core/series.py
@@ -6861,7 +6861,7 @@ def _flex_method(self, other, op, *, level=None, fill_value=None, axis: Axis = 0
 
         if isinstance(other, Series):
             return self._binop(other, op, level=level, fill_value=fill_value)
-        elif isinstance(other, (np.ndarray, list, tuple, ExtensionArray)):
+        elif isinstance(other, (list, tuple)) or (isinstance(other, np.ndarray) and other.ndim > 0):
             if len(other) != len(self):
                 raise ValueError("Lengths must be equal")
             other = self._constructor(other, self.index, copy=False)
diff --git a/pandas/tests/series/methods/test_clip.py b/pandas/tests/series/methods/test_clip.py
index 293f034ea322c..8973e5b526007 100644
--- a/pandas/tests/series/methods/test_clip.py
+++ b/pandas/tests/series/methods/test_clip.py
@@ -155,3 +155,11 @@ def test_clip_with_timestamps_and_oob_datetimes_non_nano(self):
         expected = Series([lower, upper], dtype=dtype)
 
         tm.assert_series_equal(result, expected)
+
+    def test_clip_with_scalar_array_lower(self):
+        # GH#59053
+        ser = Series([-1, 2, 3])
+        lower = np.array(0)
+        result = ser.clip(lower=lower)
+        expected = Series([0, 2, 3])
+        tm.assert_series_equal(result, expected)
\ No newline at end of file