diff --git a/pandas/core/methods/selectn.py b/pandas/core/methods/selectn.py
index 843c54de25bc9..a2f8ca94134b8 100644
--- a/pandas/core/methods/selectn.py
+++ b/pandas/core/methods/selectn.py
@@ -140,7 +140,10 @@ def compute(self, method: str) -> Series:
         # arr passed into kth_smallest must be contiguous. We copy
         # here because kth_smallest will modify its input
         # avoid OOB access with kth_smallest_c when n <= 0
-        kth_val = libalgos.kth_smallest(arr.copy(order="C"), max(n - 1, 0))
+        if len(arr) > 0:
+            kth_val = libalgos.kth_smallest(arr.copy(order="C"), n - 1)
+        else:
+            kth_val = np.nan
         (ns,) = np.nonzero(arr <= kth_val)
         inds = ns[arr[ns].argsort(kind="mergesort")]