Describe the methods used in formulating an investigation in social psychology research, specifically addressing the methods of data collection and methods of analysis.

In social psychology research, formulating an investigation requires a structured approach to both data collection and data analysis. This process begins with the formulation of a hypothesis or research question, followed by the selection of an appropriate method for collecting data, and ends with the analysis and interpretation of the data to draw meaningful conclusions. The two key components of any social psychology study are the methods of data collection and methods of analysis, each of which plays a vital role in determining the reliability and validity of the findings. 

### Methods of Data Collection in Social Psychology Research

1. Observational Methods  
   One of the foundational methods of data collection in social psychology is observation, where researchers observe individuals or groups in natural or controlled settings without manipulating the environment. Observational methods can be either naturalistic observation or participant observation.

   - Naturalistic Observation involves observing subjects in their natural environment without intervention. This method allows researchers to study behavior in real-world settings, providing high ecological validity. However, a significant limitation is that the researcher cannot control for external variables, and there may be issues related to observer bias.
   - Participant Observation involves the researcher becoming a part of the group or setting being studied. This method allows the researcher to gain an insider perspective on the group dynamics but may introduce biases due to the researcher’s involvement. It can also raise ethical concerns, especially if participants are unaware of the researcher's role.

2. Survey and Questionnaire Methods  
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