diff --git a/recipe/build-arrow.sh b/recipe/build-arrow.sh
index 629a93094..ef0b03881 100644
--- a/recipe/build-arrow.sh
+++ b/recipe/build-arrow.sh
@@ -30,7 +30,7 @@ fi
 # Enable CUDA support
 if [[ ! -z "${cuda_compiler_version+x}" && "${cuda_compiler_version}" != "None" ]]
 then
-    EXTRA_CMAKE_ARGS=" ${EXTRA_CMAKE_ARGS} -DARROW_CUDA=ON -DCUDA_TOOLKIT_ROOT_DIR=${CUDA_HOME} -DCMAKE_LIBRARY_PATH=${CONDA_BUILD_SYSROOT}/lib"
+    EXTRA_CMAKE_ARGS=" ${EXTRA_CMAKE_ARGS} -DARROW_CUDA=ON -DCUDAToolkit_ROOT=${CUDA_HOME} -DCMAKE_LIBRARY_PATH=${CONDA_BUILD_SYSROOT}/lib"
 else
     EXTRA_CMAKE_ARGS=" ${EXTRA_CMAKE_ARGS} -DARROW_CUDA=OFF"
 fi