A Generalized Dynamical Model of Social Success and Its Empirical Consistency
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