Ardiansyah

A dual-panel CATA framework for product development evidence from the Indonesian cocoa drink market

Consumer surveys reflect market perceptions, whereas sensory panels provide product profiling. Integrating both approaches offers a comprehensive understanding of cocoa beverage attributes. This study combined consumer and sensory Check-All-That-Apply (CATA) data using a shared a...