Compulsive buying behavior is a chronic shopping disorder. Compulsive buyers purchase products to quell feelings of anxiety and depression. Past research suggests positive relationship between money attitudes, materialism, and compulsiveness. Money attitude, materialism, and compulsiveness scales have been adapted by researchers to validate their applicability in different countries. Results have revealed new factors. These scales were used to check their validity and applicability on Indian sample. CFA findings revealed that original factors and model could not be confirmed completely on the Indian sample. The study identified new factors: three money attitude factors (power-prestige, anxiety, and price sensitivity), five materialism factors (success, status, centrality, achievement, and happiness), and compulsiveness (one factor).