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Summary
In a media landscape driven by real-time reactions and online amplification, understanding the difference between routine negativity and true brand crises is more critical than ever. This study uncovers empirically grounded stakeholder response patterns across media, social buzz and consumer sentiment that can help retailers distinguish high-risk incidents early—and react with data-driven confidence.