This review explored how the phenomenon of coerced "self-produced" child sexual exploitation material (CSEM) has been constructed in the literature using Critical Interpretative Synthesis. Selected keywords were systematically searched on relevant databases. Types of papers included were: peer-reviewed research articles; conceptual papers; commentary papers; theses; book chapters; systematic reviews; and government reports. Papers published in English between January 2005 and November 2022 were included. The initial search revealed 1,021 papers, after two reviewers applied the inclusion and exclusion criteria, 38 papers were selected for the final sample. Findings indicated five forms of coerced "self-produced" CSEM: Solicitation; Peer Sexting; Viral Challenge; Sextortion; and Financial Coercion. The forms are described and critically analyzed through an "Accountability Lens." This Lens was developed to be victim-centered including identifying the coercive actions of the person responsible for the exploitation. The review found an absence of a consistent victim-centered approach to how the phenomena of coerced "self-produced" CSEM is understood that would ensure children are not held responsible for being exploited.