diff --git a/CMakeLists.txt b/CMakeLists.txt
index 709188b4..006a4bc4 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -1,8 +1,15 @@
 cmake_minimum_required(VERSION 3.12 FATAL_ERROR)
 
-if(CMAKE_VERSION VERSION_GREATER_EQUAL 3.15.0)
-    # Set policy CMP0091 to new to allow use of CMAKE_MSVC_RUNTIME_LIBRARY
-    cmake_policy(SET CMP0091 NEW)
+# Set the policy CMP0091 to new to allow use of CMAKE_MSVC_RUNTIME_LIBRARY,
+# unless it has already been set
+if(POLICY CMP0091)
+    cmake_policy(GET CMP0091 CMP0091_value)
+    if(NOT CMP0091_value)
+        cmake_policy(SET CMP0091 NEW)
+        cmake_policy(GET CMP0091 CMP0091_value)
+    endif()
+else()
+    set(CMP0091_value OLD)
 endif()
 
 project(bmx
@@ -14,7 +21,7 @@ project(bmx
 
 include("${CMAKE_CURRENT_LIST_DIR}/cmake/options.cmake")
 
-if(MSVC AND CMAKE_VERSION VERSION_GREATER_EQUAL 3.15.0)
+if(MSVC AND CMP0091_value STREQUAL NEW)
     if(BMX_SET_MSVC_RUNTIME STREQUAL "MD")
         set(CMAKE_MSVC_RUNTIME_LIBRARY "MultiThreaded$<$<CONFIG:Debug>:Debug>DLL")
     elseif(BMX_SET_MSVC_RUNTIME STREQUAL "MT")
@@ -48,8 +55,8 @@ if(MSVC)
     add_compile_options(/W3 /EHsc)
     add_definitions(-D_CRT_SECURE_NO_WARNINGS)
 
-    if(CMAKE_VERSION VERSION_LESS 3.15.0 AND NOT BMX_SET_MSVC_RUNTIME STREQUAL "default")
-        # cmake version < 3.15: Update compiler flags to use a particular runtime
+    if(CMP0091_value STREQUAL OLD AND NOT BMX_SET_MSVC_RUNTIME STREQUAL "default")
+        # Update compiler flags to use a particular runtime
         macro(update_msvc_runtime_flags flags)
             if(BMX_SET_MSVC_RUNTIME STREQUAL "MD")
                 # Use MultiThreadedDLL runtime
diff --git a/deps/libMXF/CMakeLists.txt b/deps/libMXF/CMakeLists.txt
index 09be2aea..90555d97 100644
--- a/deps/libMXF/CMakeLists.txt
+++ b/deps/libMXF/CMakeLists.txt
@@ -1,8 +1,15 @@
 cmake_minimum_required(VERSION 3.12 FATAL_ERROR)
 
-if(CMAKE_VERSION VERSION_GREATER_EQUAL 3.15.0)
-    # Set policy CMP0091 to new to allow use of CMAKE_MSVC_RUNTIME_LIBRARY
-    cmake_policy(SET CMP0091 NEW)
+# Set the policy CMP0091 to new to allow use of CMAKE_MSVC_RUNTIME_LIBRARY,
+# unless it has already been set
+if(POLICY CMP0091)
+    cmake_policy(GET CMP0091 CMP0091_value)
+    if(NOT CMP0091_value)
+        cmake_policy(SET CMP0091 NEW)
+        cmake_policy(GET CMP0091 CMP0091_value)
+    endif()
+else()
+    set(CMP0091_value OLD)
 endif()
 
 project(libMXF
@@ -14,7 +21,7 @@ project(libMXF
 
 include("${CMAKE_CURRENT_LIST_DIR}/cmake/options.cmake")
 
-if(MSVC AND CMAKE_VERSION VERSION_GREATER_EQUAL 3.15.0)
+if(MSVC AND CMP0091_value STREQUAL NEW)
     if(LIBMXF_SET_MSVC_RUNTIME STREQUAL "MD")
         set(CMAKE_MSVC_RUNTIME_LIBRARY "MultiThreaded$<$<CONFIG:Debug>:Debug>DLL")
     elseif(LIBMXF_SET_MSVC_RUNTIME STREQUAL "MT")
@@ -48,8 +55,8 @@ if(MSVC)
     add_compile_options(/W3)
     add_definitions(-D_CRT_SECURE_NO_WARNINGS)
 
-    if(CMAKE_VERSION VERSION_LESS 3.15.0 AND NOT LIBMXF_SET_MSVC_RUNTIME STREQUAL "default")
-        # cmake version < 3.15: Update compiler flags to use a particular runtime
+    if(CMP0091_value STREQUAL OLD AND NOT LIBMXF_SET_MSVC_RUNTIME STREQUAL default)
+        # Update compiler flags to use a particular runtime
         macro(update_msvc_runtime_flags flags)
             if(LIBMXF_SET_MSVC_RUNTIME STREQUAL "MD")
                 # Use MultiThreadedDLL runtime
diff --git a/deps/libMXFpp/CMakeLists.txt b/deps/libMXFpp/CMakeLists.txt
index 2bc13115..bef4e519 100644
--- a/deps/libMXFpp/CMakeLists.txt
+++ b/deps/libMXFpp/CMakeLists.txt
@@ -1,8 +1,15 @@
 cmake_minimum_required(VERSION 3.12 FATAL_ERROR)
 
-if(CMAKE_VERSION VERSION_GREATER_EQUAL 3.15.0)
-    # Set policy CMP0091 to new to allow use of CMAKE_MSVC_RUNTIME_LIBRARY
-    cmake_policy(SET CMP0091 NEW)
+# Set the policy CMP0091 to new to allow use of CMAKE_MSVC_RUNTIME_LIBRARY,
+# unless it has already been set
+if(POLICY CMP0091)
+    cmake_policy(GET CMP0091 CMP0091_value)
+    if(NOT CMP0091_value)
+        cmake_policy(SET CMP0091 NEW)
+        cmake_policy(GET CMP0091 CMP0091_value)
+    endif()
+else()
+    set(CMP0091_value OLD)
 endif()
 
 project(libMXF++
@@ -14,7 +21,7 @@ project(libMXF++
 
 include("${CMAKE_CURRENT_LIST_DIR}/cmake/options.cmake")
 
-if(MSVC AND CMAKE_VERSION VERSION_GREATER_EQUAL 3.15.0)
+if(MSVC AND CMP0091_value STREQUAL NEW)
     if(LIBMXFPP_SET_MSVC_RUNTIME STREQUAL "MD")
         set(CMAKE_MSVC_RUNTIME_LIBRARY "MultiThreaded$<$<CONFIG:Debug>:Debug>DLL")
     elseif(LIBMXFPP_SET_MSVC_RUNTIME STREQUAL "MT")
@@ -33,8 +40,8 @@ if(MSVC)
     add_compile_options(/W3 /EHsc)
     add_definitions(-D_CRT_SECURE_NO_WARNINGS)
 
-    if(CMAKE_VERSION VERSION_LESS 3.15.0 AND NOT LIBMXFPP_SET_MSVC_RUNTIME STREQUAL "default")
-        # cmake version < 3.15: Update compiler flags to use a particular runtime
+    if(CMP0091_value STREQUAL OLD AND NOT LIBMXFPP_SET_MSVC_RUNTIME STREQUAL "default")
+        # Update compiler flags to use a particular runtime
         macro(update_msvc_runtime_flags flags)
             if(LIBMXFPP_SET_MSVC_RUNTIME STREQUAL "MD")
                 # Use MultiThreadedDLL runtime