Sample interview questions: How do you handle data collection and management in experimental psychology?
Sample answer:
- Experimental Design and Data Collection Plan:
- Clearly define the research question, objectives, and hypotheses.
- Select appropriate experimental methods and procedures.
- Determine the type of data to be collected (qualitative, quantitative, or both).
-
Develop a detailed data collection plan, including participant selection criteria, experimental tasks, and data recording methods.
-
Data Collection Process:
- Conduct the experiment according to the data collection plan, ensuring standardization, reliability, and validity.
-
Use appropriate data collection tools, such as surveys, questionnaires, interviews, observational methods, physiological measures, or behavioral tasks.
-
Data Cleaning and Preparation:
- Clean the raw data by eliminating errors, outliers, and missing values.
- Code and organize the data into a suitable format for analysis.
-
Perform data transformations or normalization if necessary.
-
Data Analysis:
- Select statistical methods appropriate for the research question and type of data.
- Conduct descriptive statistics to summarize and present the data.
-
Perform inferential statistics, such as t-tests, ANOVA, correlation analysis, or regression analysis, to test hypotheses and draw c… Read full answer
Source: https://hireabo.com/job/7_0_12/Experimental%20Psychologist