Optimal Distinctiveness Measurement

Abstract

Distinctiveness is a central concept in strategy and organization research: organizations seek to stand out in ways that audiences recognize and value. While the notion of distinctiveness is prevalent across various scholarly domains such as strategic positioning, innovation, identity, and categories, scholarly seldom ask whether empirical measures of distinctiveness reflect theories of how audiences evaluate difference. We show that this misalignment helps explain the empirical fragmentation in the growing optimal distinctiveness (OD) literature, which explores how organizations balance conformity and differentiation. We argue that empirical inconsistencies in OD are not a signal of weak theory but stem from a lack of alignment between theory and measures. Measures that appear similar often encode different evaluative logics about how audiences perceive, compare, and value difference. Drawing on a structured review of 78 OD studies and an empirical comparison of 42 distinctiveness measures, we demonstrate that measurement variance mirrors theoretical variance: each measure instantiates a distinct account of audience evaluation. To resolve this problem, we develop a theory-method alignment framework that links evaluation theory to measurement practice. The framework reframes measurement as a substantive, theory-driven act—turning methodological diversity from a source of fragmentation into a foundation for cumulative theorizing about distinctiveness.