Narrowing error audits to client-favoring errors reduces services to clients

Evidence

First, specification of methods of client treatment under the guise of obtaining accountability may actually result in reductions in client services. There is often a thin line between inducing workers to better conform to agency policies and inducing workers to be open to fewer options and opportunities for clients. For example, during the Nixon Administration the Department of Health, Education, and Welfare attempted to increase welfare employees’ accountability by auditing their error rate in accepting clients for welfare. This policy reduced services by providing incentives for welfare workers only to reduce errors that favored clients. Federal guidelines did not then call for reducing error rates for the potential welfare population as a whole. If it had done so the applications of all welfare applicants would have been audited, both those accepted and those rejected. — Michael Lipsky, Street-Level Bureaucracy, 1186

Categorization

• XREF: Connects to the reader’s hypothesis that administrative metrics silently encode and routinize bias far faster than cultural narratives shift.
• SEED: Article angle: how accountability metrics create perverse incentives that quietly shrink services to the most vulnerable — audit design as de facto policy.
• QUESTION: Did error-rate auditing regimes in other agencies (SSI, Medicaid, food stamps) produce parallel service contractions for client-favoring errors?