Abstract
Water utility planning efforts are becoming increasingly difficult throughout the world. Located in a semi-arid region, Ciudad Juárez, Mexico is a fast growing municipality that faces both physical infrastructure and water supply constraints. This paper examines monthly water consumption in Ciudad Juárez utilizing a linear transfer function procedure (LTF). Analysis is carried out for per customer usage and for the total number of municipal water system accounts. Models estimated for both series are subjected to a series of simulation benchmark tests. Findings suggest that water consumption in Ciudad Juárez reacts quickly to changes in economic and weather conditions. Out-of-sample simulation results are mixed. Per customer usage forecasts do not fare as well those for total customers relative to random walk benchmarks.
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Amiel, R. “Mexico,” Global Insight Quarterly Review and Outlook – Latin American and Caribbean, Third Quarter 2005, pp. 73–87.
Arimah, B. C. “What Drives Infrastructure Spending in Cities of Developing Countries?,” Urban Studies, 42, 2005, pp. 1345–1368.
Ashley, R.; Granger, C. W. J.; Schmalansee, R. “Advertising and Aggregate Consumption – An Analysis of Causality,” Econometrica, 48, 1980, pp. 1149–1167.
Box, G. E. P.; Jenkins, G. M. Time Series Analysis, Control, and Forecasting, 2nd ed., San Francisco, California: Holden Day, 1976.
Castañón, A. “Rechazan Aumento en Saneamiento,” El Diario de Ciudad Juárez, Enero 30, 2005, p. 1.
Chavez, O. E. “Mining of Internationally Shared Aquifers: The El Paso – Juarez Case,” Natural Resources Journal, 40, 2000, pp. 237–260.
Christman, J. H. “Maquiladora Industry Outlook,” Global Insight Maquiladora Industry Outlook, September 2005, pp. 35–48.
Dalhuisen, J. M.; Florax, J. G. M.; de Groot, H. L. F.; Nijkamp, P. “Price and Income Elasticities of Residential Water Demand: A Meta-Analysis,” Land Economics, 79, 2003, pp. 292–308.
Diebold, F. X.; Mariano, R. S. “Comparing Predictive Accuracy,” Journal of Business and Economic Statistics, 13, 1995, pp. 253–265.
Engineering News-Record. “Quality Woes Spark Border Spat,” ENR, 244, 10, 2000, p.15.
Fullerton, T. M., Jr. “Borderplex Bridge and Air Econometric Forecast Accuracy,” Journal of Transportation & Statistics, 7, 2004, pp. 7–21.
— “Water Transfers in El Paso County, Texas,” Water Policy, 8, 2006, pp. 255–268.
Fullerton, T. M., Jr.; Schauer, D. A. “Regional Econometric Assessment of Aggregate Water Consumption Trends,” Australasian Journal of Regional Studies, 7, 2001, pp. 167–187.
Fullerton, T. M., Jr.; Tinajero, R. “Cross-Border Cargo Vehicle Flows,” International Journal of Transport Economics, 29, 2002, pp. 201–213.
Fullerton, T. M., Jr.; Nava, A. C. “Short-Term Water Dynamics in Chihuahua City, Mexico,” Water Resources Research, 39, 9, 2003, pp. WES1.1–WES1.6.
Fullerton, T. M., Jr.; Elías, A. “Short-Term Water Consumption Dynamics in El Paso, Texas,” Water Resources Research, 40, 8, 2004, pp. W08201.1–W08201.7.
Harris, J. L.; Liu, L. “Dynamic Structural Analysis and Forecasting of Residential Electricity Consumption,” International Journal of Forecasting, 9, 1993, pp. 437–455.
Inoue, A.; Kilian, L. “In-Sample or Out-of-Sample Tests of Predictability: Which One Should We Use?,” Econometric Reviews, 23, 2004, pp. 371–402.
Kolb, R. A.; Stekler, H. O. “Are Economic Forecasts Significantly Better than Naive Predictions? An Appropriate Test,” International Journal of Forecasting, 9, 1993, pp. 117–120.
Leamer, E. E. “Let’s take the Con out of Econometrics,” American Economic Review, 73, 1983, pp. 31–43.
Liu, L. M.; Lin, M. W. “Forecasting Residential Consumption of Natural Gas Using Monthly and Quarterly Time Series,” International Journal of Forecasting, 7, 1991, pp. 3–16.
Lloyd, W. J.; Marston, R. A. “Municipal and Industrial Water Supply in Ciudad Juarez, Mexico,” Water Resources Bulletin, 21, 1985, pp. 841–849.
Martínez-Espiñeira, R. “Residential Water Demand in the Northwest of Spain,” Environmental and Resource Economics, 21, 2002, pp. 161–187.
Martínez-Espiñeira, R.; Nauges, C. “Is all Domestic Water Consumption Sensitive to Price Control?,” Applied Economics, 36, 2004, pp. 1697–1703.
McCloskey, D. N.; Ziliak, S. T. “The Standard Error of Regressions,” Journal of Economic Literature, 34, 1996, pp. 97–114.
Nieswiadomy, M. L.; Molina, D. J. “A Note on Price Perception in Water Demand Models,” Land Economics, 67, 1991, pp. 352–359.
Pindyck, R. S.; Rubinfeld, D. L. Econometric Models and Economic Forecasts, 4th ed., New York, New York: McGraw-Hill, 1998.
Shin, J. “Perception of Price when Price Information is Costly: Evidence from Residential Electricity Demand,” Review of Economics and Statistics, 67, 1985, pp. 591–598.
Theil, H. Economic Forecasts and Policy, 2nd ed., Amsterdam, The Netherlands: North-Holland, 1961.
Tserkezos, E. D. “Forecasting Residential Electricity Consumption in Greece Using Monthly and Quarterly Data,” Energy Economics, 14, 1992, pp. 226–232.
Wei, W. W. Time Series Analysis: Univariate and Multivariate Methods, New York, New York: Addison-Wesley, 1990.
Williams, M.; Suh, B. “The Demand for Urban Water by Customer Class,” Applied Economics, 18, 1986, pp. 1275–1289.
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Financial support for this research was provided by Southwest Center for Environmental Research Policy Grant W-04-03. Additional financial support was provided by El Paso Electric Company, Wells Fargo Bank of El Paso, and National Science Foundation Grant SES-0332001. Helpful comments and suggestions were provided by Cely Ronquillo, Brian Kelley, and Cesar Olivas. Econometric research assistance was provided by Marycruz De Leon and Irma Torres.
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Fullerton, T.M., Tinajero, R. & Barraza de Anda, M.P. Short-Term Water Consumption Patterns in Ciudad Juárez, Mexico. Atl Econ J 34, 467–479 (2006). https://doi.org/10.1007/s11293-006-9031-0
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DOI: https://doi.org/10.1007/s11293-006-9031-0