diff --git a/recipe/meta.yaml b/recipe/meta.yaml
index 2dc60c6f5..ed0af6812 100644
--- a/recipe/meta.yaml
+++ b/recipe/meta.yaml
@@ -701,8 +701,7 @@ outputs:
         - numpy
         - python
         - setuptools
-        # see https://github.com/apache/arrow/issues/37931
-        - setuptools_scm <8
+        - setuptools_scm
       run:
         - {{ pin_subpackage("libarrow", exact=True) }}
         - {{ pin_compatible('numpy') }}
@@ -788,11 +787,6 @@ outputs:
         - pyarrow.dataset
         - pyarrow.parquet
       commands:
-        # Expected included libraries
-        - test -f $PREFIX/lib/libarrow_acero${SHLIB_EXT}      # [unix]
-        - test -f $PREFIX/lib/libarrow_dataset${SHLIB_EXT}    # [unix]
-        - test -f $PREFIX/lib/libparquet${SHLIB_EXT}          # [unix]
-
         # Expected not included libraries
         - test ! -f $PREFIX/lib/libarrow_flight${SHLIB_EXT}                        # [unix]
         - test ! -f $PREFIX/lib/libgandiva${SHLIB_EXT}                             # [unix]
@@ -831,15 +825,9 @@ outputs:
         - apache-arrow-proc =*={{ build_ext }}
 
     test:
-      files:
-        - test_read_parquet.py
       imports:
         - pyarrow.flight
         - pyarrow.gandiva
-      commands:
-        # Expected included libraries
-        - test -f $PREFIX/lib/libarrow_flight${SHLIB_EXT}                        # [unix]
-        - test -f $PREFIX/lib/libgandiva${SHLIB_EXT}                             # [unix]
     about:
       home: http://github.com/apache/arrow
       license: Apache-2.0