Using Eye-Tracking to Create Impactful Interpretation Signage for Botanic Gardens and Other Visitor Attractions
Abstract
:1. Introduction
1.1. Eye-Tracking Research
1.2. Study Location and Purpose
- The order in which a sign was read (which sections were read first).
- Duration of reading.
- Information recall.
- Visitor sign design preferences.
- The most effective way of delivering species threat-status information.
- The most effective way of presenting map layouts.
2. Materials and Methods
2.1. Data Collection
2.2. Creating the Test Signs
Information Signs
2.3. Maps
2.4. Species Signs
2.5. Questionnaire
2.6. AOI and Gaze Analysis
2.7. Data Analysis
3. Results
3.1. Information Signs
Titles and QR Codes
3.2. Species Signs
3.3. Maps
3.4. GLM Analysis
3.5. Order of Viewing Signs In Situ
3.6. Survey Findings and General Comments
3.7. Information Recall
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Variable | Description | Number of Respondents (as %) | |
---|---|---|---|
Age | Respondents’ age brackets | 18–25 | 8 (15.7) |
26–33 | 10 (19.6) | ||
34–41 | 9 (17.6) | ||
42–49 | 8 (15.7) | ||
50–57 | 3 (5.9) | ||
58–65 | 6 (11.8) | ||
66 or above | 7 (13.7) | ||
Gender | Respondents’ genders | Male | 23 (45.1) |
Female | 28 (54.9) | ||
Prefer to use own term | - | ||
Prefer not to say | - | ||
Education level | Respondents’ highest levels of education | No qualifications | 2 (3.9) |
GCSE/O-level or equivalent | 8 (15.7) | ||
A-level or equivalent | 8 (15.7) | ||
BA/bachelor’s degree or equivalent | 17 (33.3) | ||
Master’s degree or equivalent | 10 (19.6) | ||
Doctorate degree | 6 (11.8) | ||
No. of cultural visits per year | ‘In a normal (non-COVID-19) year, how often do you visit a museum, gallery, botanical garden, historic property, or zoo?’ | This is my first visit to such a venue | - |
Once per year | 2 (3.9) | ||
Two–five times per year | 27 (52.9) | ||
Six–nine times per year | 7 (13.7) | ||
10 or more times per year | 15 (29.4) |
Location | Description | No. Participants | Demographics | |
---|---|---|---|---|
University: Brackenhurst Campus | Situated outside the city in a rural location and specialising in animal, rural, and environmental sciences. | 9 | Average age (95% CI) | 39 (30.9–47.8) |
% female | 55 | |||
Modal education | Doctorate | |||
Modal no. cultural visits in 12 months | Two–five times | |||
University: Clifton campus | Just outside Nottingham city centre. Specialised in engineering, healthcare, and sport. | 4 | Average age (95% CI) | 44 (34–56) |
% female | 50 | |||
Modal education | GSCE/Bachelors/Masters/Doctorate | |||
Modal no. cultural visits in 12 months | 10 or more | |||
University: City campus | Situated in Nottingham city centre. Six academic schools are based here including art and design, social sciences, law, and business. | 11 | Average age (95% CI) | 41 (33.6–48.9) |
% female | 63 | |||
Modal education | Bachelors | |||
Modal no. cultural visits in 12 months | Two–five times | |||
Southwell Minster | Historic cathedral with visitor centre. | 8 | Average age (95% CI) | 49 (39–59) |
% female | 38 | |||
Modal education | GCSE | |||
Modal no. cultural visits in 12 months | Two–five times/six–nine times | |||
Nottingham Contemporary | Art gallery in Nottingham city centre. | 7 | Average age (95% CI) | 38 (25.4–52.9) |
% female | 57 | |||
Modal education | Bachelors | |||
Modal no. cultural visits in 12 months | Two–five times | |||
Wollaton Hall | Stately home, museum, and gardens close to the city centre. | 12 | Average age (95% CI) | 46 (36.7–55.3) |
% female | 58 | |||
Modal education | A-level | |||
Modal no. cultural visits in 12 months | Two–five times |
Appendix B
Screen | Content | Test Set A | Test Set B | Test Set C | Test Set D | Time Presented in ms |
---|---|---|---|---|---|---|
1 | Sign 1: History | D0 control—plain text no pictures | D1 large picture large block text | D2 central image with chunked text | D3 small chunks of text with accompanying images | 30,000 |
2 | Question 1 | Recall Top line | Recall Top line | Recall Top line | Recall Top line | 10,000 |
3 | Question 2 | Likert questions relating to sign readability and ease of understanding | Likert questions relating to sign readability and ease of understanding | Likert questions relating to sign readability and ease of understanding | Likert questions relating to sign readability and ease of understanding | 10,000 |
4 | Sign 2: Invasive species | D1 large picture large block text | D2 central image with chunked text | D3 small chunks of text with accompanying images | D0 control—plain text no pictures | 30,000 |
5 | Question 3 | Recall mid-line (approx. word 70) | Recall mid-line (approx. word 70) | Recall mid-line (approx. word 70) | Recall mid-line (approx. word 70) | 10,000 |
6 | Sign 3: Restoration ecology | D2 central image with chunked text | D3 small chunks of text with accompanying images | D0 control—plain text no pictures | D1 large picture large block text | 30,000 |
7 | Question 4 | Recall end line | Recall end line | Recall end line | Recall end line | 10,000 |
8 | Sign 4: Habitats | D3 small chunks of text with accompanying images | D0 control—plain text no pictures | D1 large picture large block text | D2 central image with chunked text | 30,000 |
9 | Question 5 | Recall mid-line (approx. word 50) | Recall mid-line (approx. word 50) | Recall mid-line (approx. word 50) | Recall mid-line (approx. word 50) | 10,000 |
10 | Sign 5: Species information | Threat status speedometer | Threat status thermometer | Threat status IUCN | Threat status word: ‘Least Concern’ | 30,000 |
11 | Question 6 | Recall species threat status | Recall species threat status | Recall species threat status | Recall species threat status | 10,000 |
12 | Question 7 | Likert questions relating to sign readability and ease of understanding | Likert questions relating to sign readability and ease of understanding | Likert questions relating to sign readability and ease of understanding | Likert questions relating to sign readability and ease of understanding | 10,000 |
13 | Sign 6: Map | M0: black and white with dotted routes | M1 = colour map with coloured solid lines | M2 = colour map with same coloured dotted lines | M3 = colour map with differently coloured dotted and solid lines | 30,000 |
14 | Question 8 | Recall the easiest route | Recall the easiest route | Recall the easiest route | Recall the easiest route | 10,000 |
15 | Question 9 | ‘Why did you select this route?’ | ‘Why did you select this route?’ | ‘Why did you select this route?’ | ‘Why did you select this route?’ | 10,000 |
16 | Photo of four signs in location | Order: D0 control, D1 large picture/text, D2 central image, D3 chunked image/text | Order: D1 large picture/text, D2 central image, D3 chunked image/text, D0 control | Order: D2 central image, D3 chunked image/text, D1 large picture/text, D0 control | Order: D3 chunked image/text, D0 control, D1 large picture/text, D2 central image | 5000 |
17 | Question 10 | Which of the 4 sign layouts do you prefer? | Which of the 4 sign layouts do you prefer? | Which of the 4 sign layouts do you prefer? | Which of the 4 sign layouts do you prefer? | 10,000 |
18 | Font card | Font test card | Font test card | Font test card | Font test card | 5000 |
19 | Question 11 | Which font do you prefer? | Which font do you prefer? | Which font do you prefer? | Which font do you prefer? | 10,000 |
20 | Colour test card | Colour test card | Colour test card | Colour test card | Colour test card | 5000 |
21 | Question 12 | Which colour scheme do you prefer? | Which colour scheme do you prefer? | Which colour scheme do you prefer? | Which colour scheme do you prefer? | 10,000 |
22 | Question 13 | What, if any, information can you recall from any of the signs that you have seen? | What, if any, information can you recall from any of the signs that you have seen? | What, if any, information can you recall from any of the signs that you have seen? | What, if any, information can you recall from any of the signs that you have seen? | 10,000 |
23 | Question 14 | Any other comments? | Any other comments? | Any other comments? | Any other comments? | 10,000 |
Appendix B.1. Font Test Card
Appendix B.2. Colour Contrast Test Card
Appendix C
Sign Section Tested | Significant Variable and Model Statistics |
---|---|
Recall Top line | No significant variables [AIC 80.65, %D = 17.02, αFDR = 0.005] |
Recall mid-line (approx. word 50) | No significant variables [AIC 64.59, %D = 18.99, αFDR = 0.02] |
Recall mid-line (approx. word 70) | No significant variables [AIC 60.30, %D = 15.36, αFDR = 0.05] |
Recall End line | No significant variables [AIC 49.13, %D = 33.28, αFDR = 0.008] |
Recall species threat status | No significant variables [AIC 66.67, %D = 17.04, αFDR = 0.01] |
Recall the easiest route | [-] Gender (Male) p = 0.023, %D = 0 [AIC 68.29, %D = 7.81, αFDR = 0.023] |
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Sign Type | Description | Variants | Example |
---|---|---|---|
Information board | Four different texts providing information about the Brackenhurst, Kenya, restoration ecology project. 156–256 words Main font size of 20 Title font size of 40 Themes: 1 = History 2 = Invasive species 3 = Restoration ecology 4 = Habitats | D0 = control (plain text [Arial font] no pictures) Title: top left QR: bottom centre | |
D1= large picture with a single block of text Title: top right QR: top left | |||
D2 = central picture with chunked text around Title: top centre QR: bottom centre | |||
D3 = chunked text and pictures Title: bottom centre QR: top centre | |||
Species sign | A species information sign for a tree species included species name (common and scientific), basic description, distribution, and threat status. All signs had the same text content with varying map and threat status. 64 words Main font size of 20 Title font size of 40 | 0 = control (Word: Least Concern, outline continent map) | |
1 = (IUCN threat bar, continent map with spp. ranges highlighted) | |||
2 = (thermometer threat status, globe zoomed to continent, spp. ranges highlighted) | |||
3 = (speedometer threat, global map with spp. ranges highlighted) | |||
Map | A scale drawing map of the Brackenhurst Kenya site with areas of interest and key species shown with illustrations. Three walking routes were plotted on each map and summarised in boxes under the map (distance, estimated time, elevation gain, and an elevation profile diagram). The respondents were asked to look at the map and select the easiest route. | M0 = control (black and white with routes marked using various dotted lines) | |
M1 = colour map with routes marked using differently coloured solid lines | |||
M2 = colour map with routes marked using various dotted lines in a single colour | |||
M3 = colour map with routes marked with differently coloured dotted and solid lines |
Style | Example | % Who Viewed | % Correct Recall | Av. Dwell Time (ms) (95% CI) | Av. Time of First Fixation (ms) (95% CI) | Comments | % Who Strongly Agree Extinction Risk Information Is Clear |
---|---|---|---|---|---|---|---|
Control | 87.5 | 62.5 | 1208 (431–2129) | 97.8 (86.9–112.1) | ‘extinction risk information is clear.’ | 91.7 | |
IUCN threat status | 72.7 | 54.5 | 1975 (994–3084) | 150.1 (98.1–227.3) | ‘extinction risk information is clear’ | 69.2 | |
Thermometer | 87.5 | 75.0 | 2432 (1617–3297) | 147.8 (114.4–181.0) | ‘I assume green is of lower concern, but I would put thermometer the other way up.’ | 84.6 | |
Speedometer | 81.8 | 72.7 | 1765 (1056–2562) | 137.1 (108.4–173.2) | ‘green to red speedometer is clear’. ‘colours clear but could do with text to explain meaning.’ | 69.2 |
Map | No. (%) of Respondents Who Correctly Identified the Easiest Route | No. (%) Who Slightly–Strongly Agree the Route Was Easy to Read | Reason for Choosing Route | No. of Respondents (Total) | No. of Respondents (Correct Responses Only) |
---|---|---|---|---|---|
M0 | 6 (46.2) | 7 (53.8) | Flattest | 3 | 1 |
Shortest | 4 | 3 | |||
Easiest to follow | 4 | 2 | |||
Another reason | 2 | - | |||
M1 | 10 (76.9) | 10 (76.9) | Flattest | 1 | 1 |
Shortest | 8 | 8 | |||
Easiest to follow | 2 | 1 | |||
Another reason | 2 | - | |||
M2 | 6 (46.2) | 7 (53.8) | Flattest | - | - |
Shortest | 7 | 5 | |||
Easiest to follow | 5 | 1 | |||
Another reason | 1 | - | |||
M3 | 7 (58.3) | 7 (58.3) | Flattest | 2 | 1 |
Shortest | 7 | 6 | |||
Easiest to follow | - | - | |||
Another reason | 3 | - |
Theme Recalled | Number of Respondents (%) | Example Statements |
---|---|---|
Nothing | 4 (7.84) | ‘not a lot’, ‘nothing’ |
Pictures | 25 (49.02) | ‘illustrations’, ‘Photos’ ‘really nice images’ |
Conservation/restoration | 11 (21.57) | ‘Gone from 35 to 200 birds’; ’restoration’; ‘increased species’ |
Habitat types | 10 (19.61) | ‘Forests, wetland, grassland’; ‘ecosystems’ ‘biodiversity’ |
Invasive spp. (Eucalyptus) | 17 (33.33) | ‘Eucalyptus is invasive’ ’invasives’ |
Birds | 26 (50.98) | ‘birds’, ‘bee-eater’ |
Monkey | 5 (9.80) | ‘monkeys’, ‘colobus images’ |
Historic information | 8 (15.69) | ‘General info on Brackenhurst history’, ‘founded as a coffee plantation’ |
Map | 16 (31.37) | ‘map’ |
Elevation | 3 (5.88) | ‘Elevation profiles helpful’ |
Trail | 6 (11.76) | ‘Three trails’ |
Species sign (Muhuti Tree) | 11 (21.57) | ‘Muhuti tree’ |
Medicinal use | 6 (11.76) | ‘Muhuti tree, helps blood pressure, used as medicine’ |
Extinction risk | 3 (5.88) | ‘Least concern’, ‘extinction grading’ |
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Share and Cite
Spooner, S.L.; Heath, N.; Dymond, T. Using Eye-Tracking to Create Impactful Interpretation Signage for Botanic Gardens and Other Visitor Attractions. J. Zool. Bot. Gard. 2024, 5, 434-454. https://doi.org/10.3390/jzbg5030029
Spooner SL, Heath N, Dymond T. Using Eye-Tracking to Create Impactful Interpretation Signage for Botanic Gardens and Other Visitor Attractions. Journal of Zoological and Botanical Gardens. 2024; 5(3):434-454. https://doi.org/10.3390/jzbg5030029
Chicago/Turabian StyleSpooner, Sarah L., Nicola Heath, and Tee Dymond. 2024. "Using Eye-Tracking to Create Impactful Interpretation Signage for Botanic Gardens and Other Visitor Attractions" Journal of Zoological and Botanical Gardens 5, no. 3: 434-454. https://doi.org/10.3390/jzbg5030029
APA StyleSpooner, S. L., Heath, N., & Dymond, T. (2024). Using Eye-Tracking to Create Impactful Interpretation Signage for Botanic Gardens and Other Visitor Attractions. Journal of Zoological and Botanical Gardens, 5(3), 434-454. https://doi.org/10.3390/jzbg5030029