LGCYGTTHMar 31, 2022

Performative Power

arXiv:2203.17232v253 citations
AI Analysis

This addresses the challenge for economists and policymakers in regulating digital marketplaces, offering a novel conceptual tool for antitrust enforcement.

The paper tackles the problem of identifying anti-competitive patterns in digital platforms by introducing 'performative power', a causal measure of a firm's ability to influence participant behavior, and shows in a theoretical model that monopolies maximize this power while competition reduces it.

We introduce the notion of performative power, which measures the ability of a firm operating an algorithmic system, such as a digital content recommendation platform, to cause change in a population of participants. We relate performative power to the economic study of competition in digital economies. Traditional economic concepts struggle with identifying anti-competitive patterns in digital platforms not least due to the complexity of market definition. In contrast, performative power is a causal notion that is identifiable with minimal knowledge of the market, its internals, participants, products, or prices. Low performative power implies that a firm can do no better than to optimize their objective on current data. In contrast, firms of high performative power stand to benefit from steering the population towards more profitable behavior. We confirm in a simple theoretical model that monopolies maximize performative power. A firm's ability to personalize increases performative power, while competition and outside options decrease performative power. On the empirical side, we propose an observational causal design to identify performative power from discontinuities in how digital platforms display content. This allows to repurpose causal effects from various studies about digital platforms as lower bounds on performative power. Finally, we speculate about the role that performative power might play in competition policy and antitrust enforcement in digital marketplaces.

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