Analysis of Deforestation and Social Spending in the Peruvian Amazon
5/16/2024
Maps
Summary Table
| Mean | SD | Std. Difference | |
|---|---|---|---|
| Area (km²) | 2,053,592.6 | 3,717,789.4 | 1,592,038.059 |
| Population | 11,088.8 | 19,142.8 | 3,252.126 |
| Forest Cover % in 2000 | 67.4 | 28.4 | 0.028 |
| Change in Forest Cover 17-23 (%) | 5.6 | 6.5 | -1.487 |
| Change in Forest Cover 17-23 (ha) | 4,355.4 | 7,608.4 | 1,050.923 |
| Protected Area (%) | 11.2 | 19.2 | 1.475 |
| Indigenous Territory (%) | 6.5 | 14.2 | 5.250 |
| Logging Concession (%) | 6.9 | 14.4 | -2.554 |
| Distance to Nearest Road (km) | 19.6 | 32.4 | 2.200 |
| Average Temperature (C) | 25.8 | 5.3 | 0.530 |
| Annual Rainfall (mm) | 1,675.4 | 753.3 | 140.905 |
| Elevation (m) | 1,645.6 | 1,199.5 | -114.039 |
| Slope (degrees) | 4.1 | 3.0 | -0.488 |
| No Water Access (%) | 36.2 | 27.9 | 5.525 |
| No Sanitation Access (%) | 60.6 | 24.8 | 1.501 |
| Illiteracy Rate (%) | 16.2 | 4.4 | 1.152 |
| Resource Canon p.c. (S/) | 340.8 | 1,630.7 | 407.587 |
| Total Expenditures p.c. (S/) | 3,290.5 | 3,118.8 | 2,375.412 |
| Social Expenditures p.c. (S/) | 1,130.6 | 982.7 | 1,316.249 |
| Social Exp. Share (%) | 37.1 | 17.9 | 17.236 |
| Transportation Exp. Share (%) | 19.8 | 15.1 | -6.030 |
| Planning Exp. Share (%) | 17.2 | 8.4 | -5.327 |
Correlation Matrix
Figures
Regressions
## ehs_gfw1a ehs_gfw1b ehs_gfw2a
## Dependent Variable Dependent Variable Dependent Variable
## ln(Percent Loss) ln(Percent Loss) ln(Percent Loss)
##
## Social Exp. (S/) -2.57e-5*** (6.33e-6) -3.33e-5*** (6.78e-6)
## Total Exp. (S/) 4.34e-6* (1.84e-6)
## Social Exp. (%) -0.799** (0.293)
## Controls Yes Yes Yes
## Fixed-Effects: --------------------- --------------------- ----------------
## Province Yes Yes Yes
## ________________ _____________________ _____________________ ________________
## S.E.: Clustered by: Province by: Province by: Province
## Observations 317 317 317
## R2 0.871 0.875 0.866
## Within R2 0.585 0.595 0.566
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## ehs_gfw1a ehs_gfw3b
## Dependent Variable Dependent Variable
## ln(Percent Loss) ln(Percent Loss)
##
## Social Exp. (S/) -2.57e-5*** (6.33e-6)
## Total Exp. (S/) -3.95e-7 (1.65e-6)
## Public Management Exp. (S/)
## Transportation Exp. (S/)
## Controls Yes Yes
## Fixed-Effects: --------------------- ------------------
## Province Yes Yes
## ___________________________ _____________________ __________________
## S.E.: Clustered by: Province by: Province
## Observations 317 317
## R2 0.871 0.860
## Within R2 0.585 0.547
##
## ehs_gfw3a ehs_gfw3c
## Dependent Variable Dependent Variable
## ln(Percent Loss) ln(Percent Loss)
##
## Social Exp. (S/)
## Total Exp. (S/)
## Public Management Exp. (S/) -2.76e-5. (1.53e-5)
## Transportation Exp. (S/) 2.56e-6 (4.38e-6)
## Controls Yes Yes
## Fixed-Effects: ------------------- -----------------
## Province Yes Yes
## ___________________________ ___________________ _________________
## S.E.: Clustered by: Province by: Province
## Observations 317 317
## R2 0.862 0.860
## Within R2 0.555 0.547
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1–>
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