| Literature DB >> 27547521 |
Anne E Kirkbride-Smith1, Philip M Wheeler2, Magnus L Johnson1.
Abstract
Artificial reefs in marine protected areas provide additional habitat for biodiversity viewing, and therefore may offer an innovative management solution for managing for coral reef recovery and resilience. Marine park user fees can generate revenue to help manage and maintain natural and artificial reefs. Using a stated preference survey, this study investigates the present consumer surplus associated with visitor use of a marine protected area in Barbados. Two hypothetical markets were presented to differentiate between respondents use values of either: (a) natural reefs within the marine reserve or (b) artificial reef habitat for recreational enhancement. Information was also collected on visitors' perceptions of artificial reefs, reef material preferences and reef conservation awareness. From a sample of 250 visitors on snorkel trips, we estimate a mean willingness to pay of US$18.33 (median-US$15) for natural reef use and a mean value of US$17.58 (median-US$12.50) for artificial reef use. The number of marine species viewed, age of respondent, familiarity with the Folkestone Marine Reserve and level of environmental concern were statistically significant in influencing willingness to pay. Regression analyses indicate visitors are willing to pay a significant amount to view marine life, especially turtles. Our results suggest that user fees could provide a considerable source of income to aid reef conservation in Barbados. In addition, the substantial use value reported for artificial reefs indicates a reef substitution policy may be supported by visitors to the Folkestone Marine Reserve. We discuss our findings and highlight directions for future research that include the need to collect data to establish visitors' non-use values to fund reef management.Entities:
Keywords: Artificial reefs; Consumer surplus; Contingent valuation; Coral reef conservation; Willingness to pay
Year: 2016 PMID: 27547521 PMCID: PMC4958003 DOI: 10.7717/peerj.2175
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
Selected papers and key findings of WTP studies to access coral reefs in MPAs.
| Author(s) (year) | Location | Users surveyed | Per | Value per user | Median | Suggested fee |
|---|---|---|---|---|---|---|
| Bonaire | Divers only | Annum | $27.40 | $20 | $10 | |
| Jamaica | Locals & tourists | Annum | $25.89 | $2.87 | N/R | |
| Curaçao | Locals & tourists | Annum | $25.21 | N/R | N/R | |
| Anilao, Philippines | Divers & snorkellers | Visit | $3.70 | $3 | $4 | |
| Mactan, Philippines | Divers & snorkellers | Visit | $5.50 | $5 | $5.50 | |
| Alona, Philippines | Divers & snorkellers | Visit | $3.40 | $3 | $4 | |
| Seychelles | Divers & snorkellers | Visit | $12.20 | N/R | $12.20 | |
| Phi Phi, Thailand | Divers & snorkellers | Visit | $7.18 | N/R | $1 |
Notes.
Reported in year of study in US dollars.
not recorded in original paper
Figure 1The Folkestone Marine Reserve, Barbados.
Map outlining boundary of marine protected waters and locations of study sites and proposed artificial reef. Zone A: Scientific Zone (196 m2); Zone B: Northern Water Sports Zone (819 m2); Zone C: Recreational Zone (460 m2); Zone D: Southern Water Sports Zone (625 m2) (Modified from Google Earth. Map data: Google, CNES/Astrium, DigitalGlobe, Landsat, U.S. Geological Survey).
Interval selection frequencies of WTP bids (daily, per person).
| Interval (US$) | All data ( | Raw frequency (%) AR data ( | NR data ( |
|---|---|---|---|
| 0 | 7 (2.8) | 4 (3.2) | 3 (2.4) |
| 2–5 | 4 (1.6) | 3 (2.4) | 1 (0.8) |
| 5–8 | 22 (8.8) | 12 (9.6) | 10 (8.0) |
| 8–10 | 26 (10.4) | 11 (8.8) | 15 (12.0) |
| 10–15 | 70 (28.0) | 35 (28.0) | 35 (28.0) |
| 15–20 | 43 (17.2) | 16 (12.8) | 27 (21.6) |
| 20–25 | 42 (16.8) | 26 (20.8) | 16 (12.8) |
| 25–30 | 12 (4.8) | 7 (5.6) | 5 (4.0) |
| 30–40 | 11 (4.4) | 8 (6.4) | 3 (2.4) |
| 40–50 | 6 (2.4) | 1 (0.8) | 5 (4.0) |
| 50–60 | 4 (1.6) | 1 (0.8) | 3 (2.4) |
| >60 | 3 (1.2) | 1 (0.8) | 2 (1.6) |
Notes.
Artificial reef
Natural reef
Figures in parenthesis are percentages.
Descriptions of the explanatory variables.
| Variable | Description |
|---|---|
| Continuous: the age of the respondent | |
| Discrete: 1 = male, 0 = female | |
| Continuous: number of years the respondent has spent in education | |
| Continuous: number of visits to Barbados | |
| Continuous: level of environmental concern: 1 being the least concerned, 10 being the most concerned | |
| Continuous: how many catamaran cruises undertaken in the Folkestone Marine Reserve? | |
| Discrete: if the respondent had dived in the Folkestone Marine Reserve, 1 = yes, 0 = no | |
| Continuous: number of species mentioned in response to open ended question to the no. of species encountered | |
| Discrete: did the snorkel trip satisfy expectations? 1 = yes, 0 = no | |
| Discrete: if the respondent rated the fish life viewed as good, 1 = yes, 0 = no | |
| Discrete: if the respondent rated the coral life viewed as good, 1 = yes, 0 = no | |
| Discrete: if the respondent rated the seawater quality as good, 1 = yes, 0 = no |
Respondents’ WTP to access the Folkestone Marine Reserve (daily, per person) in US$.
| WTP scenario | Lower | Mean ± 1SD | Upper bound CI | Median | |
|---|---|---|---|---|---|
| All data (zero bids in) | 250 | 15.92 | 17.45 ± 11.30 | 18.96 | 12.50 |
| All data (zero bids out) | 243 | 16.62 | 17.96 ± 11.05 | 19.27 | 12.50 |
| Artificial reef data | 121 | 15.81 | 17.58 ± 9.96 | 19.52 | 12.50 |
| Natural reef data | 122 | 16.25 | 18.33 ± 12.06 | 20.73 | 15.00 |
Notes.
Based on 1,000 replications.
Differences in respondents’ mean WTP (US$) for selected variables.
| Variable | Structure | ±1SD | |||
|---|---|---|---|---|---|
| Female/Male | 124/119 | 19.54/16.31 | ±11.89/9.89 | ||
| Yes/No | 196/47 | 19.59/11.56 | ±11.50/5.52 | ||
| Yes/No | 24/52 | 12.50/18.55 | ±5.95/11.32 | ||
| Yes/No | 49/194 | 13.37/18.45 | ±8.12/11.74 | ||
| Snorkel/Dive | 167/76 | 17.89/16.45 | ±11.24/11.43 |
Figure 2Respondents’ preferences for type of artificial reef material for future use in the Folkestone Marine Reserve.
Sample size: n = 250.
Coefficient estimates of visitors’ WTP using ordinary least squares (OLS) and interval (MLE) regression models.
| Variable data | All data | All data | Artificial reef data | Artificial reef data | Natural reef data | Natural reef |
|---|---|---|---|---|---|---|
| Model | OLS | Interval (MLE) | OLS | Interval (MLE) | OLS | Interval (MLE) |
| Intercept | –6.542 | –5.958 | –7.719 | –7.30 | –9.401 | –8.958 |
| –0.106 | –0.103 | – | – | –0.175 | –0.169 | |
| 1.190 | 1.051 | 1.00 | 1.456 | 1.423 | ||
| –3.149 | – | – | – | – | ||
| – | – | – | – | 4.368 | 4.286 | |
| 5.806 | 5.685 | 5.052 | 4.99 | 6.573 | 6.422 | |
| Model parameters |
Notes.
Standard errors in parentheses. Only significant variables shown.
Significance at the p ≤ 0.01.
Significance at the p ≤ 0.05
Significance at the p ≤ 0.10
Figure 3The relationship between the number of marine species viewed and respondents WTP for reef protection in the Folkestone Marine Reserve (the line is the median, boxes the 25–75% quartiles and the whiskers the 95% CI).