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Sports prediction can play a vital role in mitigating the harm caused by gambling addiction. Bettor decisions can be made more consciously and responsibly if educated insights and data-driven probability are made available. Predictions that are clear and precise can control impulsive behavior and lower the likelihood of excessive gambling and financial losses. Predictive analytics can also spot early indications of addiction, triggering help and intervention for those who are at risk.