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Table of Contents
- Cover
- Contents
- I. Introduction
- II. Agricultural TFP
- A. The Method Estimating Agricultural TFP
- B. Results from Growth Accounting
- III. Stylized Facts on Imported Inputs, and Weather Shocks
- IV. Regression Analysis
- A. Imported Inputs and Agricultural TFP Level
- B. Weather Shocks and Agricultural TFP Growth
- C. Importing Inputs Mitigates the Negative Weather Effects: Theory
- D. Importing Inputs Mitigates the Negative Weather Effects: Evidence
- V. Counterfactuals
- VI. Conclusions
- References
- A. List of Countries
- B. Data Sources and Summary Statistics
- C. Growth Accounting Results
- Estimating Agricultural TFP
- D
- E. Level Effects and Growth Effects
- F. Correlation between Temperatures and Rainfalls
- G. Robustness Checks on the Interactive Effects
- List of Figures
- Figure 1: Growth Accounting Results, LICs, 1991-2015
- Figure 2: Agricultural TFP Levels by Income-Level of Countries, 1991-2015
- Figure 3: The Share of Imported Inputs by Income-Level of Countries, 1990-2015
- Figure 4: Temperatures and Rainfalls by Income-Level of Countries, 1990-2015
- Figure 5: Average Temperatures and Rainfalls in 2015 and their Long-Run Changes since 1990
- Figure 6: Weather Shocks and Annual TFP Growth Rates, LICs
- Figure 7: Counterfactual TFPs without Change in the Share of Imported Inputs since 1991
- Figure 8: Counterfactual TFPs without Weather Shocks, LICs
- List of Tables
- Table 1: Growth Accounting Results, Countries Grouped by Income Level, 1991-2015
- Table 2: Determinants of TFP, Baseline Results
- Table 3: Determinants of TFP, Robustness Checks
- Table 4: The Impact of Weather Shocks, Baseline Results
- Table 5: The Impact of Weather Shocks, Robustness Checks
- Table 6: Weather Shocks and Imported Inputs, LICs
- Table 7: Weather Shocks and Imported Inputs, LICs, Robustness Checks
- Table 8: Actual Agricultural Value-Added and Counterfactual Value-Added under Scenario 1
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