A data-driven approach is a method of decision-making and problem-solving that relies on data analysis and interpretation rather than intuition or personal experience. It involves collecting, processing, and analyzing data to inform strategies, optimize processes, and improve outcomes in various fields such as business, healthcare, and technology.