Seeing conspiracy theorists everywhere as a conspiracy paradox

The Comment addresses the rising societal and scholarly attention to conspiracy theories, particularly since the 2016 U.S. presidential election and the COVID-19 pandemic. A Scopus-based overview indicates a disproportionate increase in publications referencing conspiracy-related terms from 2010 onward, accelerating after 2019. This context motivates a theoretical proposal: beyond genuine conspiracies and unproven conspiracy theories, the author introduces a third category—Protective Conspiracy Framing (PCF)—where hypotheses are dismissed as conspiracies prematurely, aligning with a Type 2 error (rejecting untested or unfalsified hypotheses). The purpose is to highlight risks to scientific scrutiny and democratic discourse when non-mainstream ideas are reflexively labelled conspiratorial.

The paper outlines the standard duality in the literature: (1) validated real conspiracies (e.g., Watergate, Dreyfus Affair) confirmed through investigations and legal processes; and (2) conspiracy theories as epistemically unverified beliefs attributing secret orchestration by malevolent groups (e.g., claims of a faked moon landing, microchips in COVID-19 vaccines, or fabricated climate change). Psychological models explain conspiracy beliefs as flourishing under uncertainty, anxiety, or powerlessness, akin to Type 1 errors (false positives). The author connects this to rhetorical strategies identified historically (e.g., Schopenhauer’s observation that arguments can be dismissed via association with discredited ideas) and contemporary patterns like Godwin’s Law, illustrating escalation and delegitimization over substantive engagement. The discussion references research on authoritarianism and conformism increasing in uncertain times, contributing to environments where nonconformity is stigmatized.

• Scholarly attention to conspiracies has risen disproportionately: conspiracy-related work accounted for 0.0173% of all indexed Scopus publications in 2019 versus 0.0417% in 2022, a relative increase of ~175%.
• The author proposes and defines "Protective Conspiracy Framing" (PCF) as a Type 2 error: the premature rejection and labelling of unconventional or untested hypotheses as conspiracy theories to preserve consensus, orthodoxy, or institutional trust.
• PCF parallels conspiracy thinking in reverse by attributing problematic intent to dissenters and dismissing claims without engaging their substance.
• Case example: Early 2020 statements (e.g., in The Lancet) condemning lab-leak hypotheses as conspiratorial may have stigmatized and prematurely constrained legitimate inquiry; subsequent discourse showed the lab-leak hypothesis remained scientifically plausible, illustrating the risks of PCF.
• PCF operates via two pathways: (1) unintentional—driven by cognitive dissonance reduction and a need for epistemic security, aligning with perceived consensus; and (2) intentional—used rhetorically to marginalize dissent under the banner of defending truth, science, democracy, or public trust.
• PCF can undermine open inquiry, whistleblowing, critical scholarship, and investigative journalism by treating deviation as deviance rather than evaluating evidence.

The proposal addresses the research problem of how overreactions to conspiracy theories can themselves become epistemically problematic. By framing nonconforming perspectives as conspiracies, institutions and scholars risk mirroring the suspicion-based logic of conspiracy thinking, thereby weakening scientific openness and democratic debate. Recognizing PCF highlights the need to balance two extremes: Type 1 errors (overproducing conspiracy beliefs) and Type 2 errors (prematurely dismissing alternatives). This balance promotes epistemic humility, critical engagement with claims, and a pluralistic intellectual culture that evaluates arguments on their merits rather than delegitimizing them through labels.

The Comment contributes a conceptual framework—Protective Conspiracy Framing—to describe and analyze the premature dismissal of unconventional hypotheses as conspiratorial. It underscores the importance of resisting both the proliferation of unfounded conspiracy beliefs and the reflexive delegitimization of dissenting views. Future directions include systematically studying mechanisms and consequences of Type 1 and Type 2 errors, developing norms and practices that encourage open inquiry and critical thinking, and fostering intellectual pluralism and modesty in scientific and public discourse.

This is a theoretical Comment rather than an empirical study; it presents conceptual analysis and illustrative examples without a defined empirical methodology or systematic data collection beyond high-level Scopus trends. The case discussions (e.g., COVID-19 origin debates) are interpretive and may rely on anecdotal or selective evidence. Consequently, generalizability and causal claims are limited, and further empirical research is needed to validate and operationalize Protective Conspiracy Framing.