diff --git a/CMakeLists.txt b/CMakeLists.txt
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -93,6 +93,14 @@
 
 find_package(Qt5 ${QT_REQUIRED_VERSION} REQUIRED
             Qml Quick Gui Multimedia Core Svg Xml XmlPatterns LinguistTools Sensors)
+          
+if(ANDROID)
+    find_package(Qt5 ${QT_REQUIRED_VERSION} REQUIRED AndroidExtras)
+endif(ANDROID)
+
+if(SAILFISHOS)
+    find_package(Qt5 ${QT_REQUIRED_VERSION} REQUIRED Widgets)
+endif(SAILFISHOS)
 
 find_package (KF5 QUIET COMPONENTS
     DocTools
diff --git a/src/core/CMakeLists.txt b/src/core/CMakeLists.txt
--- a/src/core/CMakeLists.txt
+++ b/src/core/CMakeLists.txt
@@ -49,18 +49,18 @@
   set_source_files_properties(${gcompris_RES} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources")
 endif()
 
-set(used_qt_modules Qml Quick Gui Multimedia Core Svg Xml XmlPatterns Sensors)
+set(used_qt_modules Qt5::Qml Qt5::Quick Qt5::Gui Qt5::Multimedia Qt5::Core Qt5::Svg Qt5::Xml Qt5::XmlPatterns Qt5::Sensors)
 
 if(ANDROID)
   add_library(${GCOMPRIS_EXECUTABLE_NAME} SHARED ${gcompris_SRCS})
-  set(used_qt_modules ${used_qt_modules} AndroidExtras)
+  set(used_qt_modules ${used_qt_modules} Qt5::AndroidExtras)
 elseif(CMAKE_HOST_APPLE)
   add_executable(${GCOMPRIS_EXECUTABLE_NAME} MACOSX_BUNDLE ${gcompris_SRCS} ${gcompris_RES})
 elseif(CMAKE_HOST_WIN32)
   add_executable(${GCOMPRIS_EXECUTABLE_NAME} WIN32 ${gcompris_SRCS} ${gcompris_RES})
 elseif(SAILFISHOS)
   add_executable(${GCOMPRIS_EXECUTABLE_NAME} ${gcompris_SRCS} ${gcompris_RES})
-  set(used_qt_modules ${used_qt_modules} Widgets)
+  set(used_qt_modules ${used_qt_modules} Qt5::Widgets)
 else()
   add_executable(${GCOMPRIS_EXECUTABLE_NAME} ${gcompris_SRCS} ${gcompris_RES})
 endif()
@@ -68,10 +68,10 @@
 # only build the lib for testing purpose
 if(BUILD_TESTING)
   add_library(gcompris_core SHARED ${gcompris_SRCS})
-  qt5_use_modules(gcompris_core ${used_qt_modules})
+  target_link_libraries(gcompris_core ${used_qt_modules})
 endif()
 
-qt5_use_modules(${GCOMPRIS_EXECUTABLE_NAME} ${used_qt_modules})
+target_link_libraries(${GCOMPRIS_EXECUTABLE_NAME} ${used_qt_modules})
 
 GCOMPRIS_ADD_RCC(core *.qml *.js resource/*.${COMPRESSED_AUDIO} resource/*.gif resource/*.png resource/*.svg resource/bonus/* resource/sounds/* resource/fonts/* qmldir COPYING)