Causal Research: The Complete Guide As we grow up, all humans learn about cause and effect. While it’s not quite as nuanced as causal research, the concept is something our brains begin to comprehend as young as 18 months old. That understanding continues to develop throughout our lives. In the marketing world, data collection and market research are invaluable. That’s where causal research, the study of cause and effect, comes in. First-party data can help you learn more about the impact of your marketing campaigns, improve business metrics like customer loyalty, and conduct research on employee productivity. In this guide, we’ll review what causal research is, how it can improve your marketing efforts, and how to conduct your research. Table of Contents What is causal research? The Benefits of Causal Research Causal Research Examples How to Conduct Causal Research Once your team has conducted causal research, your marketers will develop theories on why the relationship developed. Here, your team can study how the variables interact and determine what strategies to apply to future business needs. Companies can learn how rebranding a product influences sales, how expansion into new markets will affect revenue, and the impact of pricing changes on customer loyalty. Keep in mind that causality is only probable, rather than proven. Typically, you’d use this research to differentiate between cause-and-effect relationships versus correlated relationships. Just because two variables are correlated doesn’t mean that there is a direct cause-and-effect relationship....