Typology

Purpose

characteristics

Open survey

Refine the closed survey form.
Estimate the optimum vector of payments.

9 total Questions
(only environmental perception)

Closed survey

Describe socioeconomic characteristics and perception of sample units. Specify the LOGIT model and
estimate welfare measures.

15 total questions (environmental perception
and socioeconomic characteristics)

Source: own elaboration
Table 1: Summary of characteristics of the two types of applied surveys

S/.
Bid (Payment)

Sample
distribution (ni).

0,25

1

1,0

20

2,0

21

3,0

30

4,0

--

5,0

44

8,0

99

12,0

--

18,0

56

Total

271

Source: own elaboration
Table 2: Summary of characteristics of the two types of applied surveys

Equation and number

LOGIT Model

1.

Hanemann

2.

Bishop-Heberlein

3.

Extended Hanemann

4.

Extended Bishop-Heberlein

Δv is the dichotomous dependent variable (yes/no with respect to the suggested bid).
A is the rate associated with the WTP (an inverse relationship between A and Δv).
X set of socioeconomic and environmental variables, which are included in the 2nd "extended" model
(only those that were significant)
Source: own elaboration
Table 3: Models used to estimate the determinants of the WTP

Functional form

Average

Median


 

Table 4: Welfare measures according to “linear” and “logarithmic” functional forms Ardila (1993), cited by Vásquez, et al. [9,17]

Question

Answer (%)

Yes

No

Do you have outdoor activities?

70.1

29.9

Do you know high Andean wetlands?

53.5

46.5

Do you consider wetlands important?

58.7

41.3

Do you know the PMCB (Program Improvement)?

15.5

84.5

Have you visited wetlands of the region of Ancash?

69.4

39.6

Knowledge about environmental services?

21.8

78.2

Do you consider wetlands under threat?

80.1

19.9

Do you consider important the protection of wetlands?

91.1

8.9

Source: own elaboration
Table 5: Overall results, definitive “closed” survey

Would pay?

Answers (%)

Rate Ratio

(S/.)

No (%)

Yes (%)

Total (N°)

≤ 1

21%

78%

21

0.08

2

33%

67%

21

0.08

3

57%

43%

30

0.11

5

55%

45%

44

0.16

8

85%

15%

99

0.37

18

88%

13%

56

0.21

Total

185

86

271

1.00

%

68.3

31.7

100.0

 

% with minimal WTP: 90% (244 out of 271 interviewed)
Source: own elaboration
Table 6: Proportion of rate responses (bids)

1. Does not have enough economic means

2. The fund would be poorly used

3. Do not trust the project to be carried out

4. The Government must pay the fund

5. Mining should finance the fund

6. Wetlands must be protected by law

7. Thinks that the problem is not a priority

8. Other miscellaneous reasons

Source: own elaboration
Table 7: Reason for refusal to pay the indicated bid

Dep. Variable: (yes/no)

Model 1

Model 2

Model 3

Model 4

Intercept

0.594*

1.417*

-0.9535

0.021*

P-value

0.042

0.000

0.089

0.972

Tariff ("bid")

-0.199*

-1.304*

-0.208*

-1.469*

P-value

0.000

0.000

0.000

0.000

Visits per year

--

--

0.108*

0.099*

P-value

--

--

0.027

0.029

Age (years)

--

--

0.002

0.0012

P-value

--

--

0.849

0.924

Importance of Wetlands

--

--

2.045*

2.187*

P-value

--

--

0.000

0.000

Income

--

--

-0.075

-0.226

P-value

--

--

0.844

0.512

R2 McFadden

0.13

0.17

0.283

0.321

R2 account

75.65

76.7

81.55

80.15

Akaike criterion

1.102

1.054

0.940

0.893

Chi-squared

43.9

56.97

95.87

108.75

P-value

0.000

0.000

0.000

0.000

"n"

271

271

271

271

Model 1. Based on Hanemann simple function:

Model 2. Based on Bishop-Heberlein simple function:

Model 3. Based on extended Hanemann function:

Model 4. Based on extended Bishop-Heberlein function:

Table 8: Estimation of coefficients of alternative LOGIT models

 

Indicator

LOGIT Lineal (US$.)

LOGIT Log (US$.)


Total monthly WTP (thousands US$)

Total annual WTP (thousands US$)

Median (Me)

1.06*

1.05*

26.0

312.0

Average

1.06*

1.41*

 

 

Confidence interval (Me)

[0.63–1.48]

[0.71–1.40]

[17.6–34.7]

[[211.2–416.4]

Source: own elaboration (*considers Exchange rate of 2.82 soles for 1 US$)
Table 9: Evaluation Measures of services of wetlands of Huaraz City (in US$ and confidence intervals with α=0.10)