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  2. Dec 6, 2021 · Exploratory research investigates research questions that have not been studied in depth. The preliminary results often lay the groundwork for future analysis. Explanatory research questions tend to start with “why” or “how”, and the goal is to explain why or how a previously studied phenomenon takes place.

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  3. Exploratory Case Study: Conducted as precursors to large-scale investigations, they assist in raising relevant questions, choosing measurement types, and identifying hypotheses to test.

  4. Mar 25, 2024 · Common exploratory research designs include case studies, focus groups, interviews, and surveys. Collect data: Collect data using the chosen research design. This may involve conducting interviews, surveys, or observations, or collecting data from existing sources such as archives or databases.

    • E-Commerce Customer Behavior Analysis: Description: This case study aims to understand customer behavior in an online retail business to improve marketing and product strategies.
    • Healthcare Patient Outcomes Analysis: Description: This case study focuses on analyzing patient outcomes based on electronic health records (EHR) to improve healthcare quality.
    • Financial Fraud Detection: Description: This case study aims to detect fraudulent transactions in credit card data to enhance fraud prevention systems.
    • Environmental Sensor Data Analysis: Description: This case study involves analyzing environmental sensor data to understand air quality trends and pollution sources.
  5. The method used for an exploratory case study is a qualitative method. Qualitative methods are used to gain a deeper understanding of the perceptions of people regarding a particular

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  6. Mar 26, 2024 · Exploratory Case Study. An exploratory case study is used to explore a new or understudied phenomenon. This type of case study is useful when the researcher wants to generate hypotheses or theories about the phenomenon. For Example, a researcher might conduct an exploratory case study on a new technology to understand its potential impact on ...

  7. Oct 12, 2023 · Methods: Researchers select a smaller sample and conduct data collection and analysis as if it were a full study. Benefits: Pilot studies help identify potential problems, refine research designs, and improve the quality of data collection. Case Studies involve an in-depth examination of a specific individual, group, organization, or event.

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