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Social Dynamics of Consumer Response: A Unified Framework Integrating Statistical Physics and Marketing Dynamics
April 4, 2024, 4:42 a.m. | Javier Marin
cs.LG updates on arXiv.org arxiv.org
Abstract: Comprehending how consumers react to advertising inputs is essential for marketers aiming to optimize advertising strategies and improve campaign effectiveness. This study examines the complex nature of consumer behaviour by applying theoretical frameworks derived from physics and social psychology. We present an innovative equation that captures the relation between spending on advertising and consumer response, using concepts such as symmetries, scaling laws, and phase transitions. By validating our equation against well-known models such as the …
abstract advertising arxiv campaign consumer consumers cs.lg dynamics framework frameworks inputs marketers marketing nature physics physics.soc-ph psychology q-fin.gn react social statistical strategies study type
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