diff --git a/CHANGES b/CHANGES
index d55f3dc8c..f9844e53b 100644
--- a/CHANGES
+++ b/CHANGES
@@ -16,6 +16,8 @@ Incompatible changes
   MathJax configuration may have to set the old MathJax path or update their
   configuration for version 3. See :mod:`sphinx.ext.mathjax`.
 * #7784: i18n: The msgid for alt text of image is changed
+* #5560: napoleon: :confval:`napoleon_use_param` also affect "other parameters"
+  section
 * #7996: manpage: Make a section directory on build manpage by default (see
   :confval:`man_make_section_directory`)
 * #8380: html search: search results are wrapped with ``<p>`` instead of
diff --git a/sphinx/ext/napoleon/docstring.py b/sphinx/ext/napoleon/docstring.py
index 755088ca5..a5a986e49 100644
--- a/sphinx/ext/napoleon/docstring.py
+++ b/sphinx/ext/napoleon/docstring.py
@@ -682,7 +682,13 @@ class GoogleDocstring:
         return self._parse_generic_section(_('Notes'), use_admonition)
 
     def _parse_other_parameters_section(self, section: str) -> List[str]:
-        return self._format_fields(_('Other Parameters'), self._consume_fields())
+        if self._config.napoleon_use_param:
+            # Allow to declare multiple parameters at once (ex: x, y: int)
+            fields = self._consume_fields(multiple=True)
+            return self._format_docutils_params(fields)
+        else:
+            fields = self._consume_fields()
+            return self._format_fields(_('Other Parameters'), fields)
 
     def _parse_parameters_section(self, section: str) -> List[str]:
         if self._config.napoleon_use_param:
diff --git a/tests/test_ext_napoleon_docstring.py b/tests/test_ext_napoleon_docstring.py
index ec5f90ac2..4ee66aaa5 100644
--- a/tests/test_ext_napoleon_docstring.py
+++ b/tests/test_ext_napoleon_docstring.py
@@ -1441,12 +1441,18 @@ Parameters
 ----------
 param1 : :class:`MyClass <name.space.MyClass>` instance
 
+Other Parameters
+----------------
+param2 : :class:`MyClass <name.space.MyClass>` instance
+
 """
 
         config = Config(napoleon_use_param=False)
         actual = str(NumpyDocstring(docstring, config))
         expected = """\
 :Parameters: **param1** (:class:`MyClass <name.space.MyClass>` instance)
+
+:Other Parameters: **param2** (:class:`MyClass <name.space.MyClass>` instance)
 """
         self.assertEqual(expected, actual)
 
@@ -1455,6 +1461,9 @@ param1 : :class:`MyClass <name.space.MyClass>` instance
         expected = """\
 :param param1:
 :type param1: :class:`MyClass <name.space.MyClass>` instance
+
+:param param2:
+:type param2: :class:`MyClass <name.space.MyClass>` instance
 """
         self.assertEqual(expected, actual)