diff --git a/src/libprojectM/projectM4Config.cmake.in b/src/libprojectM/projectM4Config.cmake.in
index 00244c4df..883a6738b 100644
--- a/src/libprojectM/projectM4Config.cmake.in
+++ b/src/libprojectM/projectM4Config.cmake.in
@@ -13,7 +13,11 @@ if(NOT "@ENABLE_EMSCRIPTEN@") # ENABLE_EMSCRIPTEN
     endif()
 endif()
 if("@ENABLE_BOOST_FILESYSTEM@") # ENABLE_BOOST_FILESYSTEM
-    find_dependency(Boost COMPONENTS Filesystem)
+    if(POLICY CMP0167)
+        cmake_policy(SET CMP0167 NEW)
+    endif()
+
+    find_dependency(Boost CONFIG NO_MODULE COMPONENTS Filesystem)
 endif()
 if(CMAKE_SYSTEM_NAME STREQUAL "Windows")
      find_dependency(GLEW)