The Influence of Car Brands on Customer Purchase Decisions
Overview
This project investigates the psychological, demographic, and social factors that influence consumer decisions when purchasing car brands. Using a structured survey and statistical analysis, the team aimed to determine whether social validation, brand image, or demographic characteristics significantly shape brand preference. The research incorporated descriptive statistics, ANOVA, regression analysis, chi-squared tests, and correlation analysis to test three key hypotheses.
Learning Outcomes
Design and conduct primary research to explore consumer behavior in the automotive sector.
Formulate and test hypotheses using statistical methods to validate assumptions about brand perception and purchasing decisions.
Analyze the influence of social validation, brand image, and demographics on customer preferences.
Interpret quantitative and qualitative data from survey responses to generate marketing insights.
Assess real-world marketing implications based on findings, including how safety features and brand reputation influence purchasing behavior.
Key Skills Gained
Crafted targeted questions and collected responses from a diverse audience using digital platforms.
Prepared raw survey data for analysis by removing incomplete or inconsistent responses.
Applied ANOVA, regression analysis, chi-squared testing, and correlation analysis to identify significant trends and relationships.
Extracted meaningful insights about brand loyalty, safety perception, and demographic preferences.
Recommended brand positioning strategies based on customer preferences and safety priorities
Worked as a team to synthesize findings into a coherent presentation with actionable conclusions and future research considerations.