Short answer

Design and operate outdoor attractions with a focus on maintaining thermal comfort for visitors, as this directly impacts attendance and engagement.

Field
Human Factors
Source
Atmosphere (2016)
Method
Correlational analysis
Sample
10 years of daily attendance data for two zoos
Evidence
Strong effect

Visitor attendance at outdoor recreational facilities like zoos is significantly influenced by thermal comfort, with peak attendance occurring within 'slightly warm' to 'warm' temperature ranges. This human factors research insight is drawn from a 2016 study published in Atmosphere. Using Correlational analysis with 10 years of daily attendance data for two zoos, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Design and operate outdoor attractions with a focus on maintaining thermal comfort for visitors, as this directly impacts attendance and engagement.

Study
Human FactorsHigh ImpactStrong effect

Optimal Thermal Comfort Zones Drive Peak Zoo Attendance

Visitor attendance at outdoor recreational facilities like zoos is significantly influenced by thermal comfort, with peak attendance occurring within 'slightly warm' to 'warm' temperature ranges.

Atmosphere · 2016

01

Key Findings

  • 01Peak visitor attendance at both zoos occurred within 'slightly warm' and 'warm' PET thermal comfort categories.
  • 02Visitors avoided the zoos on days with extreme heat (Phoenix) and extreme cold (Atlanta).
  • 03Attendance was higher on days with dynamic changes in thermal regimes and lower on days with stagnant thermal regimes.
02

Application

Design takeaway

Design and operate outdoor attractions with a focus on maintaining thermal comfort for visitors, as this directly impacts attendance and engagement.

How to apply

Use local weather forecasts and thermal comfort indices to predict daily visitor numbers and plan operational strategies accordingly. Consider offering incentives or special events during periods of predicted optimal thermal comfort.

Project actions

  • 01When researching user comfort, consider environmental factors like temperature and humidity.
  • 02Use data to find the 'sweet spot' for user experience in your design.
03

Method & Evidence

AimTo determine the relationship between daily thermal comfort levels (Physiologically Equivalent Temperature - PET) and visitor attendance at zoological parks.
MethodCorrelational analysis
ProcedureDaily visitor attendance data from two zoological parks were collected over a decade and correlated with daily Physiologically Equivalent Temperature (PET) values, calculated from atmospheric variables (temperature, humidity, wind speed, cloud cover). PET values were then categorized according to ASHRAE thermal comfort standards.
Sample10 years of daily attendance data for two zoos
ContextZoological parks (outdoor recreational facilities)

Variables

IVPhysiologically Equivalent Temperature (PET) categories (e.g., 'slightly warm', 'warm', 'hot', 'cold'), and changes in PET.
DVDaily visitor attendance.
CVLocation of the zoo, time period of data collection (September 2001 to June 2011).
04

Strengths & Limitations

Strengths

  • +Longitudinal data collection over 10 years provides a robust dataset.
  • +Use of a scientifically recognized thermal comfort index (PET) adds validity.

Limitations

This study's findings might be specific to the locations studied and may not apply universally. It also doesn't account for all possible reasons people visit or don't visit a zoo.

Reliability & validity

The study's reliability is supported by the long-term data collection. Validity is enhanced by using a standardized thermal comfort index (PET) and correlating it with actual attendance figures.

Think critically

How might the findings on thermal comfort be applied to indoor design, considering the role of HVAC systems in creating a 'thermal comfort zone' for users?

05

Design Principles

"Design for optimal human thermal comfort to maximize user engagement in outdoor environments."

Understanding the specific thermal comfort zones that encourage visitor engagement is crucial for optimizing operational planning, marketing efforts, and resource allocation in the tourism and recreation sector. This insight helps in predicting demand and tailoring experiences to maximize visitor satisfaction and economic viability.

06

What This Means for Your Design

People like going to outdoor places like zoos when the weather feels just right – not too hot, not too cold. When the weather is extreme or stays the same for too long, fewer people show up.

How to use in your project

  • 1.Reference this study when discussing how environmental factors influence user behaviour and decision-making in your design project.
07

Add to My Project

08

Quick Cite

Paragraph starter

Research indicates that user attendance at outdoor recreational facilities is strongly correlated with thermal comfort. For instance, studies on zoological parks have shown peak visitor numbers occurring within 'slightly warm' to 'warm' temperature ranges, with significant drops during extreme heat or cold, and even on days with stagnant thermal conditions. This highlights the importance of designing and operating services with consideration for optimal environmental conditions to maximize user engagement.

09

Source

Atmosphere

Weather and Tourism: Thermal Comfort and Zoological Park Visitor Attendance

journal · 2016

View source

Questions About This Research

What does the research say about optimal thermal comfort zones drive peak zoo attendance?
Design and operate outdoor attractions with a focus on maintaining thermal comfort for visitors, as this directly impacts attendance and engagement. Evidence: Atmosphere (2016).
Why does "Optimal Thermal Comfort Zones Drive Peak Zoo Attendance" matter for design?
Understanding the specific thermal comfort zones that encourage visitor engagement is crucial for optimizing operational planning, marketing efforts, and resource allocation in the tourism and recreation sector. This insight helps in predicting demand and tailoring experiences to maximize visitor satisfaction and economic viability.
How can designers apply this research?
Design and operate outdoor attractions with a focus on maintaining thermal comfort for visitors, as this directly impacts attendance and engagement.
What were the main findings?
Peak visitor attendance at both zoos occurred within 'slightly warm' and 'warm' PET thermal comfort categories.. Visitors avoided the zoos on days with extreme heat (Phoenix) and extreme cold (Atlanta).. Attendance was higher on days with dynamic changes in thermal regimes and lower on days with stagnant thermal regimes.
What research method was used?
Correlational analysis with 10 years of daily attendance data for two zoos.
How strong is the evidence?
Evidence strength is rated Strong effect, based on a 2016 journal from Atmosphere.
What should I do differently in my next project?
Use local weather forecasts and thermal comfort indices to predict daily visitor numbers and plan operational strategies accordingly. Consider offering incentives or special events during periods of predicted optimal thermal comfort.
What are the limitations?
The study focused on two specific zoos and may not be generalizable to all outdoor recreational facilities or climates. Other factors influencing attendance (e.g., holidays, special events, school breaks) were not explicitly controlled for.