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: For most models, risk-averse players tend to decrease their efforts compared to risk-neutral competitors. 2. Consumer Trends: What Players are Seeking

: These can be deterministic (players receive a share of the prize proportional to their effort) or stochastic (a "lottery" where the probability of winning the entire prize depends on relative investment).

: Publicly knowing a rival's investment often moderates spending in stochastic contests but may increase it in deterministic ones.