Purpose: India is known for highest number of young people in the world. Students as consumers are more dynamic and emerging consumer group for restaurants. Focusing on younger diner attitude and preferences, the aim of this paper is to use factor analysis approach to group different factors influencing their motivation behind dining out in casual restaurants. Total 31 variables were identified based on literature review. Data analysis was done using SPSS 20. Nine factors were identified which had high loadings. The sample for the study was drawn using convenience sampling technique of university students which is a major limitation of the study. Further random sampling may be used taking large sample size for more generalized results. The findings of the study would help the marketers to analyze major factors influencing dining out behavior of younger consumers.