THE COUNTERFACTUAL RECIPIENT-SUBSTITUTION PARADOX (CRSP): A General Theoretical Framework for Adverse-Event Allocation, Recipient Selection, Subjective Personalization, and Counterfactual Substitution Across Individual and System-Level Processes
Year: 2026
Type: preprint
Abstract: This paper develops the Counterfactual Recipient-Substitution Paradox (CRSP), a theoretical framework concerning the relationship between an adverse event, a set of possible recipients, a realized recipient, first-person personalization, and counterfactual substitution.The motivating case begins when a rare, unexpected, or negatively evaluated event occurs within a group of possible individuals or systems. The realized recipient may ask, "Why me?" If another eligible recipient is imagined in the same role, that alternative recipient may also be represented as asking, "Why me?" Repeating this substitution can preserve the structure of the first-person question while changing the identity to which the question refers. The question then returns to an allocation-level form: "Who, then, will experience the event or process its effects?"The central mechanism is not merely that an event happens to someone, nor merely that people imagine alternatives. It is the proposed sequence linking actual recipient identification, self-indexical questioning, counterfactual recipient substitution, possible question-form recurrence, reluctance to occupy the adverse-event role, and return to the unresolved question of actual allocation.The framework distinguishes event occurrence from recipient selection, actual impact from subjective willingness, and formal allocation constraints from psychological response. Under a single-recipient model, if an event is assumed to have occurred and exactly one recipient is stipulated, exactly one recipient must be assigned within that model. This conditional identity does not establish that the event was inevitable, that any particular individual had to receive it, or that all recipients had equal probabilities.The strongest behavioral claim proposed by the author is that each eligible alternative recipient, when placed in the same standardized counterfactual role, would raise an equivalent first-person question. This is formalized as a universal behavioral hypothesis rather than a mathematical theorem. It requires operational definitions, empirical testing, and potential falsification.The framework is intended to be domain-general in its analytical architecture. Its application to probability, statistics, psychology, causal inference, biology, ecology, sociology, cybernetics, economics, and computational systems nevertheless requires domain-specific definitions and validation. CRSP is therefore presented as a testable theoretical proposal, not as an established universal law.Keywords: counterfactual recipient substitution; adverse-event allocation; subjective personalization; first-person attribution; probability; recipient selection; systems theory; causal inference; counterfactual thinking; falsifiability
Author: Shan, Shamiul Hoque
Language: English
Subfield: General Decision Sciences
Field: Decision Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7225784944
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