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Management scholars have paid close attention to the construct of organizational or corporate reputation (CR), particularly in the applied business ethics and corporate social responsibility (CSR) fields. Extant research demonstrates that CR is one of the key mediators between CSR and important organizational outcomes, which ultimately improve organizational performance. Yet, hitherto the research focused on CR construct has been plagued by multiple definitions, conflicting conceptualizations, and unclear operationalizations. The purpose of this article is to provide theoretical ground for positioning of CR as an assessment construct that is modeled as a second-order factor affecting individual first-order dimensions (having a reflective nature), and to provide methodological and empirical support toward such conceptualization. We assert that intangible, socially complex, and causally ambiguous CR …