diff --git a/CMakeLists.txt b/CMakeLists.txt
index 5c93c30..3470ef7 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -159,7 +159,8 @@ SET_TARGET_PROPERTIES(libpykokkos PROPERTIES
 # configure the rpath: <RELATIVE>:<CWD>:<FULL>
 IF(APPLE)
     SET_TARGET_PROPERTIES(libpykokkos PROPERTIES
-        MACOSX_RPATH "@loader_path/${LIB_RELPATH}:@loader_path:${_Kokkos_LIBDIR}:${CMAKE_INSTALL_RPATH}")
+        INSTALL_NAME_DIR "@loader_path/${LIB_RELPATH};@loader_path;${_Kokkos_LIBDIR};${CMAKE_INSTALL_RPATH}"
+    )
 ELSEIF(UNIX)
     SET_TARGET_PROPERTIES(libpykokkos PROPERTIES
         INSTALL_RPATH "\$ORIGIN/${LIB_RELPATH}:\$ORIGIN:${_Kokkos_LIBDIR}:${CMAKE_INSTALL_RPATH}")