Design and Analysis involves the systematic planning of experiments or projects to achieve specific objectives effectively and efficiently, followed by a structured evaluation of the outcomes using quantitative and qualitative techniques. This approach helps in minimizing errors, optimizing resources, and making informed decisions based on evidence and patterns discerned from the data.