A Generalized Dynamical Model of Social Success and Its Empirical Consistency

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Authors: Takashi UEDA
Cited by: 0

Abstract

We propose a generalized phenomenological model for social success based on resource in- vestment, individual ability growth, and increasing social demand driven by attention and com- petition. Success is formalized as a non-equilibrium phenomenon. By assuming power-law dynamics for attention, social demand, and individual ability, we derive explicit conditions for growth, stagnation, and decline. Assuming a Gaussian distribution of talent, the model predicts that only a small fraction of participants can succeed in highly competitive domains. These predictions are shown to be consistent with empirical observations in music, academic research, and other competitive fields.

Fields of Study & Subjects

Complex Systems and Time Series Analysis Opinion Dynamics and Social Influence Complex Network Analysis Techniques

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
2 February 2026
Document type
Preprint