Optimal Window-to-Wall Ratio (WWR) for Perceived Satisfaction with Natural Ventilation: A Post-Occupancy Evaluation in Affordable Housing of Kolkata, India

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Authors: Sujoy Biswas, Arjun Mukerji
Cited by: 0

Abstract

This study’s purpose was to identify the optimal Window-to-Wall Ratio (WWR) that maximises homebuyers’ perceived satisfaction with natural ventilation in affordable housing in the hot and humid climate of Kolkata, India. The methodology employed a rigorous, user-centric, quantitative approach. Data was gathered through a large-scale post-occupancy survey, collecting 383 valid responses from residents across 32 affordable housing complexes. Perceived satisfaction with natural ventilation was quantified using the Percentage of Scale Maximum (%SM) method from five-point Likert-type scale responses. Residents’ perceived satisfaction was correlated with the measured WWR of each complex. Using polynomial regression, a predictive mathematical model was derived to assess the non-linear relationship. The findings identified an optimal WWR range of 24–33%, with the mathematical peak satisfaction (at 97.5%) occurring at a WWR of 33.31%. Beyond this range (either below or above), the predictive mean satisfaction falls. The originality of this research is its innovative integration of perceived satisfaction with a quantifiable design parameter (WWR) in the affordable housing sector, shifting the research paradigm from a traditional, energy-based assessment to a human-centric adaptive comfort model, and using a predictive mathematical model to calculate optimal WWR based on post-occupancy residents’ perceived satisfaction in a hot and humid climate.

Fields of Study & Subjects

Building Energy and Comfort Optimization Building energy efficiency and sustainability Wind and Air Flow Studies

Publication details

Journal / source
International Journal of Civil Engineering
Volume
13
Issue
2
Pages
152–166
Publication date
11 February 2026
Language
EN