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• Rent explanation enhanced with critical factors and image perceptions. • The extended hedonic pricing model explained 73.92% of the rent distribution. • Image perception is the significant factor contributing to housing rent explanation. • Image perception had higher explanatory power than physical features. • Among indoor facilities, elevators and shower facilities significantly impact rents.
Wang et al. (Sat,) studied this question.