Exploratory research is conducted to better understand a problem that is not clearly defined. It aims to identify issues that can be the focus of future research. Examples include investigating the role of social media in marketing or ways to improve customer service. Exploratory research gathers information through surveys, interviews, focus groups or observations and can help identify variables for further conclusive research. Conclusive research aims to test hypotheses and relationships through structured processes to generate findings useful for decision-making.