Research and Development
Research is used to identify what customers want and to develop products that align with desired features and benefits. Research costs money. Thus, investments that don't lead to useful data and results are wasteful. Additionally, companies need to use multiple types of research and multiple studies to ensure reliability in results. Investing in product developing or promotion based on singular sets of data may lead to additional waste and missed opportunities.