What question did this study set out to answer?

The paper aims to enhance understanding of punitive actions linked to parasocial relationships through the newly introduced PPPM framework.

June 26, 2026Open Access

PPPM Framework v4.1: A Conceptual Framework for Desynchronized Punitive Action in Parasocial Identification

Key Points

The paper aims to enhance understanding of punitive actions linked to parasocial relationships through the newly introduced PPPM framework.
Reorganized activation pathways into three categories: Direct Proxy Punishment, Interpretive Proxy, and Non-PPPM.
Proposed a Desynchronization Index (DI) as a composite measure of various dimensions relating to punishment.
Utilized AI-assisted writing to prepare the manuscript.
Established the concept of Punitive Drift as a transformation where punishment extends beyond the initial grievance.
Clarified boundary conditions between PPPM and similar phenomena.
Developed a scale-invariant framework applicable to both individual fans and larger collectives.

Abstract

This working paper presents PPPM (Parasocial Proxy Punishment Mode) v4.1, a fully developed revision of v3.0 (DOI: 10.5281/zenodo.19650013). v4.1 reorganizes the activation pathways into three formal categories—Direct Proxy Punishment, Interpretive Proxy, and Non-PPPM (Self-Reactive)—and clarifies the boundary conditions between PPPM and adjacent phenomena. The paper introduces Punitive Drift as a theorized late-stage transformation in which punishment expands beyond the original grievance. A Desynchronization Index (DI) is proposed as an exploratory composite measure of behavioral, cognitive, and proxy-activation dimensions. The framework is scale-invariant and applies to both individual fans and dispersed collectives. AI-assisted writing was used in the preparation of this paper; details are described in the manuscript.

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