These estimates have been described by psychologists, sociologists, and economists as unsystemic and methodologically flawed, and manipulative (see IQ and the Wealth of Nations#Reception and impact). Susan Barnett and Wendy Williams wrote that "we see an edifice built on layer upon layer of arbitrary assumptions and selective data manipulation. The data on which the entire book is based are of questionable validity and are used in ways that cannot be justified."