diff --git a/src/window.cpp b/src/window.cpp
index c9965e7530..d3274c151f 100644
--- a/src/window.cpp
+++ b/src/window.cpp
@@ -1248,6 +1248,14 @@ void Window::finishInteractiveMoveResize(bool cancel)
             setGeometryRestore(m_interactiveMoveResize.initialGeometryRestore);
         }
     } else if (moveResizeOutput() != interactiveMoveResizeStartOutput()) {
+        // TODO: Is there a better place for this?
+        VirtualDesktop *newOutputDesktop = VirtualDesktopManager::self()->currentDesktop(moveResizeOutput());
+        VirtualDesktop *oldOutputDesktop = VirtualDesktopManager::self()->currentDesktop(interactiveMoveResizeStartOutput());
+        if (newOutputDesktop != oldOutputDesktop) {
+            enterDesktop(newOutputDesktop);
+            leaveDesktop(oldOutputDesktop);
+        }
+
         sendToOutput(moveResizeOutput()); // checks rule validity
         if (isRequestedFullScreen() || requestedMaximizeMode() != MaximizeRestore) {
             checkWorkspacePosition();