Submitted:
16 August 2024
Posted:
19 August 2024
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Abstract
Keywords:
1. Introduction
2. Water Scarcity, Markets and Efficiency
3. Explaining Water Use Efficiency
4. Materials and Methods
5. Results
6. Discussion
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
| 1 | According to the “water” Kaya identity constructed for water by [7], the three constituent factors of annual water withdrawals (W) of an economy are population (N), income per capita (GDP/N) and the water intensity of output (W/GDP), i.e. Thus, the identity implies that the growth in water withdrawals for a country or group of countries can be at least partially attributed to growth in water intensity, GDP per person and population. See [7] for further details. |
| 2 | This outcome also occurs if just urban population (% total) is the only additional control variable included alongside institutional quality and human capital. In addition, if urban population (% total) is the only excluded control variable, then institutional quality and human capital are positive and significant but the other macroeconomic control variables are not. |
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| Dependent variable: Annual average change in water use efficiency [t, T] | ||||||
| All Countries | Low and Middle-Income Countries | |||||
| Variables | (1) | (2) | (3) | (4) | (5) | (6) |
| Water use efficiency ($/m3) | -6.043*** | -7.071*** | -6.243*** | -7.450*** | -9.075*** | -8.569*** |
| (1.150) | (1.357) | (1.120) | (1.410) | (1.592) | (0.894) | |
| Agricultural dependency (% GDP) | -3.372*** | -2.570** | -2.435** | -4.593*** | -3.587** | -3.630*** |
| (1.095) | (1.227) | (1.215) | (1.204) | (1.365) | (1.155) | |
| Institutional quality | 2.957* | 1.975 | 3.317* | 1.453 | ||
| (1.601) | (1.477) | (1.854) | (1.588) | |||
| Human capital | 11.917*** | 4.985 | 13.926*** | 3.321 | ||
| (4.133) | (4.354) | (4.094) | (4.090) | |||
| Urban population (% total) | 9.212*** | 12.834*** | ||||
| (2.990) | (3.023) | |||||
| Gross fixed capital formation (% GDP) | 0.110 | 0.914 | ||||
| (0.748) | (0.727) | |||||
| Trade (% GDP) | -0.301 | -0.518 | ||||
| (0.640) | (0.526) | |||||
| Constant | 26.672*** | 18.161*** | -14.635 | 31.090*** | 24.707*** | -19.627* |
| (4.801) | (6.044) | (11.329) | (5.621) | (7.266) | (10.134) | |
| Observations | 630 | 559 | 518 | 404 | 343 | 311 |
| R-squared | 0.163 | 0.179 | 0.180 | 0.214 | 0.247 | 0.281 |
| Number of countries | 130 | 115 | 109 | 84 | 71 | 66 |
| Country FE | Yes | Yes | Yes | Yes | Yes | Yes |
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