| |
| |
|
Independent
Variables |
New
Technology |
Regeneration |
Monitoring |
Conflicts |
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|
|
|
|
|
|
Coef.
|
Z
Stat. |
Coef.
|
Z
Stat. |
Coef.
|
Z
Stat. |
Coef.
|
Z
Stat. |
| |
|
Resource
Characteristics |
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|
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|
Topography dummies (1=flat, ..., 5=steep) |
0.4007 |
2.03** |
0.0151 |
0.07 |
1.4818 |
2.17** |
0.8365 |
2.59*** |
|
Log of forest size (hectare) |
0.0172 |
0.09 |
0.1743 |
1.01 |
-0.2591 |
-0.61 |
0.5548 |
2.05** |
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External Enforcement |
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Government organizations (#/1,000 hectares) |
0.2453 |
1.97** |
0.0875 |
1.11 |
0.6722 |
2.69*** |
0.7933 |
3.29*** |
|
Community-based organizations (#/hectares) |
-0.1507 |
(-1.78)* |
-0.0839 |
-1.54 |
0.0554 |
0.29 |
-0.6093 |
(-3.98)*** |
|
Forest specific organizations (#/hectares) |
0.0941 |
1.34 |
0.0342 |
1.22 |
-0.5809 |
(-2.45)** |
0.0939 |
2.82*** |
|
Private organizations (#/hectares) |
-0.2342 |
(-1.78)* |
-0.0212 |
-0.43 |
-0.5974 |
(-3.35)*** |
0.0733 |
1.22 |
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Internal
Enforcement |
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dummy, local gov owned forest land (ref=nat.
gov) |
-3.1992 |
(-2.34)** |
-1.0713 |
-1.10 |
-5.8743 |
-1.61 |
. |
. |
|
dummy, village owned forest land (ref=nat.
gov) |
-1.9432 |
-0.86 |
. |
. |
2.6551 |
1.28 |
. |
. |
|
dummy, privately owned forest land
(ref.=gov) |
. |
. |
. |
. |
14.2013 |
3.34*** |
. |
. |
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Forest level
governance |
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Forest owner have right to harvest product
(1=yes) |
0.2058 |
0.34 |
0.9738 |
-1.11 |
-0.0372 |
-0.04 |
-1.0486 |
(-1.72)* |
|
Other group harvest from this forest
(1=yes) |
-0.1484 |
-0.16 |
5.2794 |
(1.95)* |
. |
. |
. |
. |
| |
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User groups'
characteristics |
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|
|
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|
Distance to forest (1=within 1km, ...,
4=>10km) |
0.6002 |
1.23 |
-0.1872 |
-0.62 |
-2.9045 |
(-3.35)*** |
-0.3997 |
-0.65 |
|
Log of group size (num. of ind.) |
0.0525 |
0.48 |
0.1832 |
1.47 |
-0.1204 |
(-0.76) |
0.0321 |
0.27 |
|
Age of the user group (bt. 10 and 30 years) (ref<=10
yr) |
0.5114 |
0.66 |
-0.2224 |
-0.33 |
-3.1949 |
(-2.03)** |
-1.5593 |
(-1.92)* |
|
Age of the user group (older than 30 yrs)
(reg.<=10yrs) |
0.0045 |
0.01 |
-0.2179 |
-0.46 |
0.1181 |
0.13 |
-1.9181 |
(-3.22)*** |
|
dummy, user group includes owner of forest
(1=yes) |
1.6989 |
1.59 |
. |
. |
. |
. |
. |
. |
|
User groups have right to harvest trees
(1=yes) |
0.7144 |
1.27 |
-0.0427 |
-0.08 |
-2.7306 |
(-2.78)*** |
0.3372 |
0.44 |
|
wealth heterogeneity in the user groups
(1=yes) |
0.1611 |
0.43 |
-0.0391 |
-0.09 |
6.0515 |
3.29*** |
2.3613 |
3.68*** |
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Gender
factor |
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|
Mixed group dummy (ref=male dominated) |
-0.7153 |
-1.29 |
-0.3018 |
-0.58 |
3.0567 |
3.91*** |
0.2498 |
0.47 |
|
Female dominated group dummy (ref=male
dom.) |
-1.2942 |
(-1.71)* |
-0.7058 |
-1.12 |
. |
. |
1.7102 |
1.61 |
|
Regional fixed
effect |
|
|
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|
Latin American region dummy (ref=Africa) |
3.2633 |
2.93** |
3.2821 |
4.65*** |
4.4039 |
1.45 |
0.0653 |
0.06 |
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Constant |
-3.9209 |
(-2.01)** |
-7.8812 |
(-2.06)** |
-2.9687 |
-1.07 |
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|
Number of observation |
66 |
74 |
56 |
73 |
|
Wald Chi2 |
50.41 |
68.45 |
56.51 |
57.19 |
|
Prob > chi2 |
0.0001 |
0.0000 |
0.0000 |
0.0000 |
|
Pseudo R2 |
0.3662 |
0.4815 |
0.6073 |
0.6296 |
|
| |
Note:
(i) ***, **, and * respectively represent significance at 1%, 5%, and 10%.
(ii) Standard errors are robust to heteroskedasticity.
(iii) For the new technology regression, two kinds of internal enforcement (other types of forest land and privately ownership) are not included in the regression because of perfect prediction of explanatory variables.
(iv) For the regeneration regression, three kinds of internal enforcement and forest owner dummy are not included in the regression because of identification problem.
(v) For the monitoring regression, one internal enforcement (other types of ownership), forest owner dummy, dummy of other group's access, and female dominated group dummy are not included in the regression because of the identification problem.
(vi) For the conflict regression, all the internal enforcement dummies, forest owner dummy, and dummy of other group's access are not included in the regression because of identification problem.