Stuffy Rooms, One-Star Reviews: The Commercial Reality of Poor Indoor Air Quality - OT38

This week, we step outside the usual world of homes, schools, and offices to ask a question that might reshape how we think about the hospitality industry: What if the physical performance of a hotel room matters just as much as the quality of service—and what if guests are already telling us this in their online reviews? The paper is titled The Impact of Indoor Environmental Quality on Tourist Accommodation Ratings Using Guest Reviews, published in the Journal of Building and Environment. It's authored by Fan Zhang and colleagues from Griffith University, the University of New South Wales, and several other international institutions. Using web mining and artificial intelligence, they analyzed over half a million Booking.com reviews from Australian hotels and serviced apartments to understand how indoor environmental quality—air quality, acoustics, thermal comfort, lighting—actually drives guest satisfaction and ratings. Traditionally, measuring occupant satisfaction in hotels has been nearly impossible. Post-occupancy evaluations require structured surveys, but try getting a business traveler rushing to the airport at 6am to fill in a 20-page questionnaire about ventilation rates. It's just not going to happen. So instead, these researchers used natural language processing to extract the actual, unprompted words from guests who stayed in these places—to see exactly what they care about. Key Topics Discussed: Three Factor Theory: A framework that categorizes any product or service feature into three buckets: basic factors (dissatisfiers), performance factors (the better it is, the happier you are), and excitement factors (unexpected bonuses). Almost all indoor environmental quality factors function as basic factors—guests expect them to be good, and if they're not, ratings plummet. The Big Three Failures: Poor cleanliness, poor indoor air quality, and bad acoustics were the specific failures that dragged accommodation ratings down the most. Stuffy rooms, musty smells, and hearing the elevator rattling through the walls all night are directly torching hotel revenues by driving down public ratings. Indoor Environmental Quality Accounts for 33% of Guest Ratings: In budget hotels, nearly a third of a customer's overall rating is driven by indoor environmental quality. In luxury accommodation, it's still about 24%. You can have the best marketing team and the friendliest staff, but if your building is fundamentally underventilated, your business will suffer. The COVID Effect: The pandemic drastically amplified our sensitivity to poor indoor environments. During COVID, the negative impact of poor indoor air quality and cleanliness on guest ratings got significantly stronger. People suddenly equated visible cleanliness and fresh air with their own personal safety and survival. The View Exception: In budget accommodation, a nice view was an excitement factor—people didn't expect it, so when they got one, they were thrilled. But in luxury hotels, the view reverted to being a basic factor. If you're paying 5-star prices, you expect 5-star views. The Case for IEQ Benchmarking: The researchers suggest that policymakers and industry leaders should implement formal indoor environmental quality benchmarking for hotels—similar to Australia's NABERS rating for office buildings. Imagine being able to check a hotel's certified ventilation and air quality rating before you even book a room. The Impact of Indoor Environmental Quality on Tourist Accommodation Ratings Using Guest Reviews https://doi.org/10.1016/j.buildenv.2025.113135 The One Take Podcast in Partnership with SafeTraces (https://www.safetraces.com/) and Inbiot (https://www.inbiot.es/?utm_campaign=simon&utm_source=airqualitymatters&utm_medium=podcast) Do check them out in the links and on the Air Quality Matters Website (https://www.airqualitymatters.net/podcast) Chapters 00:00:00 Introduction: The Overlooked Environment of Hotels 00:01:21 The Hospitality Blind Spot: Service vs Environment 00:01:52 The POE Problem: Why Traditional Surveys Fail in Hotels 00:02:24 The AI Solution: Mining Half a Million Guest Reviews 00:02:56 Three Factor Theory: The Framework for Understanding Buildings 00:04:06 The Eye-Opening Results: IEQ as a Basic Factor 00:05:03 The Triple Threat: Cleanliness, Air Quality, and Acoustics 00:05:44 The View Exception: Budget Thrills vs Luxury Expectations 00:06:30 The COVID Effect: When Air Quality Became Survival 00:07:53 The Bottom Line: IEQ Accounts for 33 Percent of Hotel Ratings 00:08:37 The Future: IEQ Benchmarking and Certification for Hotels 00:09:18 Study Limitations and the Reality of Guest Perception 00:09:55 The Main Takeaway: Engineering as Front-Line Business Survival