Microsoft's $20 million penalty for violating children's privacy on Xbox may negatively impact its stock price in the short term. The company's reputation could be affected, leading to potential loss of trust among consumers and investors. However, Microsoft's commitment to delete the collected data and notify game publishers about child users may help mitigate the impact.