From Longman Dictionary of Contemporary Englishdownwardly mobileˌdownwardly ˈmobile adjective SSPOORsomeone who is downwardly mobile is becoming poorer OPP upwardly mobile
Examples from the Corpus
downwardly mobile• Right: stalagmites are one of the many treats in store for the downwardly mobile. 