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Finding out what is wrong, improving a business, discovering opportunities, verification and validation are critical management topics. Key strategies often involve sampling, surveys, data collection, and data analysis. Sampling can focus a research project and reduce costs. Surveys help companies and others define direction. They give information with which to plan future actions; surveys help an organization evolve and develop. Data analysis helps companies benefit from information at hand or data collect
Information technology can make valuable data meaningful and available to employees, customers, and suppliers.
Data management, the careful collection and organization of data from clinical trials, experiments, and studies, depends rigor in collection, maintenance, and use. International guidelines determine exactly what and how data are managed.