Skip to main content
Erschienen in: Empirical Economics 6/2021

10.03.2021

Spatial effects of nutrient pollution on drinking water production

verfasst von: Roberto Mosheim, Robin C. Sickles

Erschienen in: Empirical Economics | Ausgabe 6/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

According to the U. S. Environmental Protection Agency (USEPA), nutrient pollution was viewed as America’s most “widespread, costly and challenging environmental problem” (USEPA 2020a, https://​www.​epa.​gov/​sites/​production/​files/​2015-03/​documents/​facts_​about_​nutrient_​pollution_​what_​is_​hypoxia.​pdf). The economic damages accruing to nutrient pollution are extensive and substantial. Not only do such “spillovers” affect tourism but also recreational and commercial fishing. Property values are impacted as drinking water is often tapped from aquifers, etc., when groundwater is either not available or its quality has been compromised by the sort of nutrient spillovers we analyze in our paper. The EPA estimates that home prices are up to 25% higher when clean water is available and waterfront property values can decline because of the many problems associated with algal blooms. The costs of treating water that has been polluted from nutrients are substantial. An example is the case of Minnesota where nitrate and algal blooms required nitrate-removal systems that increased the drinking water costs from 5 to 10 cents per 1000 gallons to over $4 per 1000 gallons (USEPA 2020b, https://​www.​epa.​gov/​nutrientpollutio​n/​effects-economy). Although the notion that “spillovers” from nutrient pollution exist is intuitive, such externalities have not been evaluated empirically using recent advances in spatial panel econometrics, especially in the context of how such externalities spillover into the supply of drinking water supplied by local water utilities. Such an analysis requires a substantial understanding of how water management decisions are made, the technologies in play, and how various environmental policies, regulations, and directives interact with the generation of clean drinking water when contagion caused by nutrient runoff and poor or illegal pollution abatement strategies by firms pollute our country’s drinking water. Although our study does not formally imbed such factors into a structural model, they do inform our modeling approach and motivate our discussion of sometimes arcane issues surrounding environmental policy, the science of nutrient generation, and how nutrient pollution impacts water quality spatially. Our study explores the spatial effects of nitrogen (N) and phosphorus (P) pollution and drinking water production patterns in agriculture. Two important examples are that water utilities that deliver and treat drinking water in agricultural areas have to deal with excess nitrogen and phosphorus released to the environment by crop and livestock operations, an externality created by the agricultural sector; also, the drinking water production sector in rural areas is highly fragmented, with a multitude of enterprise sizes, organizational forms and network densities that have spatial components. We analyze nutrient pollution based on data collected via the Safe Drinking Water Act of 1974 to estimate how water bodies and sub-basins impaired by nutrient pollution to spatially affect drinking water utilities based on input distance functions that address varying productive efficiencies of water utilities as well as their scale and scope of operations.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Fußnoten
1
As noted by Tsionas et al. (2015), the use of an input distance function (IDF) is often justified when firms are cost minimizers and outputs are assumed to be exogenous. When the linear homogeneity assumption is imposed and the inputs appear as right-hand-side ratios such an assumption may be tenuous. A solution is to allow for allocative inefficiencies in the inputs, in which case inefficiencies modeled in a stochastic frontier paradigm will be correlated with the input ratios. Tsionas et al. (2015) pursue this in their fiml estimation procedure of a translog distance function augmented with the first-order conditions implied by cost minimization. Such an approach, although applauded, is an extension that we do not consider in this paper, which focuses on generalizing the usual IDF model itself. Thus, we assume that allocations of inputs are correct and therefore not correlated with the inefficiency term and not endogenous via this mechanism in our econometric specification. Generalizations to allow for such allocative inefficiency and thus endogeneity are left for future research.
 
2
For more detail on the procedure see STATA (2019, pp.210–211).
 
3
The calculation of Eq. (18) results in four quadrants of size \((114 \times 114).\) The upper right quadrant and the lower left quadrant involve cross derivatives between the two outputs. We constrained these cross derivatives to be equal. We calculated the analytical derivatives of the distance functions following Hajargashat et al. (2006, p.17).
 
Literatur
Zurück zum Zitat AWWA (2015) 2015 Compensation survey (small, medium and large). American Water Works Association, Denver AWWA (2015) 2015 Compensation survey (small, medium and large). American Water Works Association, Denver
Zurück zum Zitat AWWA (2016a) Benchmarking and performance indicators for water and wastewater: 2016 edition: survey data and analyses report. American Water Works Association, Denver AWWA (2016a) Benchmarking and performance indicators for water and wastewater: 2016 edition: survey data and analyses report. American Water Works Association, Denver
Zurück zum Zitat AWWA (2016b) 2015 Water and wastewater rate survey update, interactive database, CD. American Water Works Association and Raftelis Financial Consultants, Denver AWWA (2016b) 2015 Water and wastewater rate survey update, interactive database, CD. American Water Works Association and Raftelis Financial Consultants, Denver
Zurück zum Zitat AWWA (2016c) 2016 Compensation survey (small, medium and large). American Water Works Association. Denver: CO AWWA (2016c) 2016 Compensation survey (small, medium and large). American Water Works Association. Denver: CO
Zurück zum Zitat AWWA (2016d) 2016 Water and wastewater rate survey update interactive database, CD. American Water Works Association and Raftelis Financial Consultants. Denver AWWA (2016d) 2016 Water and wastewater rate survey update interactive database, CD. American Water Works Association and Raftelis Financial Consultants. Denver
Zurück zum Zitat Baltagi B (ed) (2015) Oxford handbook of panel data. Oxford University Press, New York Baltagi B (ed) (2015) Oxford handbook of panel data. Oxford University Press, New York
Zurück zum Zitat Bernosky J (2011) Overview of environmental laws and regulations: navigating the green maze. American Water Works Association, Denver Bernosky J (2011) Overview of environmental laws and regulations: navigating the green maze. American Water Works Association, Denver
Zurück zum Zitat Chiang A, Wainwright K (2005) Fundamental methods of mathematical economics, 4th edn. McGraw-Hill Education, New York Chiang A, Wainwright K (2005) Fundamental methods of mathematical economics, 4th edn. McGraw-Hill Education, New York
Zurück zum Zitat Coelli TJ, Rao DSP, O’Donnell CJ, Battese GE (2005) An introduction to efficiency and productivity analysis, 2nd edn. Springer, New York Coelli TJ, Rao DSP, O’Donnell CJ, Battese GE (2005) An introduction to efficiency and productivity analysis, 2nd edn. Springer, New York
Zurück zum Zitat Coelli T, Perelman S (2000) Technical efficiency of European railways: a distance function approach. Appl Econ 32:1967–1976CrossRef Coelli T, Perelman S (2000) Technical efficiency of European railways: a distance function approach. Appl Econ 32:1967–1976CrossRef
Zurück zum Zitat Garcia S, Thomas A (2001) The structure of municipal water supply costs: application to a panel of French local communities. J Prod Anal 16:5–29CrossRef Garcia S, Thomas A (2001) The structure of municipal water supply costs: application to a panel of French local communities. J Prod Anal 16:5–29CrossRef
Zurück zum Zitat Gaudin-Hultberg S, Griffin R, Sickles RC (2001) Municipal water demand estimation: evaluation of the Stone Geary form using panel data. Land Econ 77:399–422CrossRef Gaudin-Hultberg S, Griffin R, Sickles RC (2001) Municipal water demand estimation: evaluation of the Stone Geary form using panel data. Land Econ 77:399–422CrossRef
Zurück zum Zitat Glass AJ, Kenjegalieva K, Sickles RC, Weyman-Jones T (2018) The spatial efficiency multiplier and common correlated effects in a spatial autoregressive stochastic frontier model. Working Paper 18-003, Department of Economics, Rice University Glass AJ, Kenjegalieva K, Sickles RC, Weyman-Jones T (2018) The spatial efficiency multiplier and common correlated effects in a spatial autoregressive stochastic frontier model. Working Paper 18-003, Department of Economics, Rice University
Zurück zum Zitat Hajargashat G, Coelli T, Rao DSP (2006) A dual measure of economies of scope. Centre for Efficiency and Productivity Analysis Working Paper Series No. 03/2006 School of Economics University of Queensland Hajargashat G, Coelli T, Rao DSP (2006) A dual measure of economies of scope. Centre for Efficiency and Productivity Analysis Working Paper Series No. 03/2006 School of Economics University of Queensland
Zurück zum Zitat Herndon C, Hemming S (2013) Environmental compliance guidebook: beyond US water quality regulations. American Water Works Association, Denver Herndon C, Hemming S (2013) Environmental compliance guidebook: beyond US water quality regulations. American Water Works Association, Denver
Zurück zum Zitat Inanoglu H, Jacobs M, Liu J, Sickles RC (2016) Analyzing bank efficiency: are “too-big-to-fail” banks efficient? In: Haven E, Molyneux P, Wilson JOS, Fedotov S, Duygun M (eds) The handbook of post crisis financial modeling. Palgrave Macmillan, London, pp 110–145CrossRef Inanoglu H, Jacobs M, Liu J, Sickles RC (2016) Analyzing bank efficiency: are “too-big-to-fail” banks efficient? In: Haven E, Molyneux P, Wilson JOS, Fedotov S, Duygun M (eds) The handbook of post crisis financial modeling. Palgrave Macmillan, London, pp 110–145CrossRef
Zurück zum Zitat Keiser D, Shapiro J (2019) US water pollution regulation over the past half century: burning waters to crystal springs? J Econ Perspect 33(4):51–75CrossRef Keiser D, Shapiro J (2019) US water pollution regulation over the past half century: burning waters to crystal springs? J Econ Perspect 33(4):51–75CrossRef
Zurück zum Zitat Kelejian HH, Prucha IR (2010) Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances. J Econom 157(1):53–67CrossRef Kelejian HH, Prucha IR (2010) Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances. J Econom 157(1):53–67CrossRef
Zurück zum Zitat Kumbhakar SC, Lovell CAK (2000) Stochastic frontier analysis. Cambridge University Press, New YorkCrossRef Kumbhakar SC, Lovell CAK (2000) Stochastic frontier analysis. Cambridge University Press, New YorkCrossRef
Zurück zum Zitat Kumbhakar SC, Orea L, Rodríguez A, Tsionas E (2007) Do we estimate an input or an output distance function? An application of the mixture approach to European railways. J Prod Anal 27:87–100CrossRef Kumbhakar SC, Orea L, Rodríguez A, Tsionas E (2007) Do we estimate an input or an output distance function? An application of the mixture approach to European railways. J Prod Anal 27:87–100CrossRef
Zurück zum Zitat LeSage J, Pace RK (2009) Introduction to spatial econometrics. Chapman and Hall/CRC, New YorkCrossRef LeSage J, Pace RK (2009) Introduction to spatial econometrics. Chapman and Hall/CRC, New YorkCrossRef
Zurück zum Zitat Lee LF, Yu J (2010a) Estimation of spatial autoregressive panel data models with fixed effects. J Econom 154:165–185CrossRef Lee LF, Yu J (2010a) Estimation of spatial autoregressive panel data models with fixed effects. J Econom 154:165–185CrossRef
Zurück zum Zitat Lee LF, Yu J (2010b) Some recent developments in spatial panel data models. Reg Sci Urban Econ 40(5):255–271CrossRef Lee LF, Yu J (2010b) Some recent developments in spatial panel data models. Reg Sci Urban Econ 40(5):255–271CrossRef
Zurück zum Zitat Lovell CAK, Travers P, Richardson S, Wood L (1994) Resources and functionings: a new view of inequality in Australia. In: Eichhorn W (ed) Models and measurement of welfare and inequality. Springer, Berlin Lovell CAK, Travers P, Richardson S, Wood L (1994) Resources and functionings: a new view of inequality in Australia. In: Eichhorn W (ed) Models and measurement of welfare and inequality. Springer, Berlin
Zurück zum Zitat Meinch T (2015) Water works requests damages in federal suit. Des Moines Register March 16 Meinch T (2015) Water works requests damages in federal suit. Des Moines Register March 16
Zurück zum Zitat Mosheim R, Ribaudo M (2017) Costs of Nitrogen runoff for rural water utilities: a shadow cost approach. Land Econ 931:12–39CrossRef Mosheim R, Ribaudo M (2017) Costs of Nitrogen runoff for rural water utilities: a shadow cost approach. Land Econ 931:12–39CrossRef
Zurück zum Zitat Nemoto J, Furumatsu N (2014) Scale and scope economies of Japanese private universities revisited with an input distance function approach. J Prod Anal 41:213–226CrossRef Nemoto J, Furumatsu N (2014) Scale and scope economies of Japanese private universities revisited with an input distance function approach. J Prod Anal 41:213–226CrossRef
Zurück zum Zitat Mundlak Y (1978) On the pooling of time series and cross section data. Econometrica 46:69–85CrossRef Mundlak Y (1978) On the pooling of time series and cross section data. Econometrica 46:69–85CrossRef
Zurück zum Zitat Price JI, Heberling MT (2018) The effects of source water quality on drinking water treatment costs: a review and synthesis of empirical literature. Ecol Econ 151:195–209CrossRef Price JI, Heberling MT (2018) The effects of source water quality on drinking water treatment costs: a review and synthesis of empirical literature. Ecol Econ 151:195–209CrossRef
Zurück zum Zitat Rungsuriyawiboon S, O’Donnell C (2004) Curvature-constrained estimates of technical efficiency and returns to scale for U.S. electric utilities, Centre for efficiency and productivity analysis. Working paper series no. 07/2004. School of Economics, University of Queensland Rungsuriyawiboon S, O’Donnell C (2004) Curvature-constrained estimates of technical efficiency and returns to scale for U.S. electric utilities, Centre for efficiency and productivity analysis. Working paper series no. 07/2004. School of Economics, University of Queensland
Zurück zum Zitat Shepard R (1970) Theory of cost and production functions. Princeton University Press, Princeton Shepard R (1970) Theory of cost and production functions. Princeton University Press, Princeton
Zurück zum Zitat Sickles RC, Good D, Getachew L (2002) Specification of distance functions using semi- and nonparametric methods with an application to the dynamic performance of eastern and western European air carriers. J Prod Anal 17(1):133–155CrossRef Sickles RC, Good D, Getachew L (2002) Specification of distance functions using semi- and nonparametric methods with an application to the dynamic performance of eastern and western European air carriers. J Prod Anal 17(1):133–155CrossRef
Zurück zum Zitat Sickles RC, Zelenyuk V (2019) Measurement of productivity and efficiency: theory and practice. Cambridge University Press, CambridgeCrossRef Sickles RC, Zelenyuk V (2019) Measurement of productivity and efficiency: theory and practice. Cambridge University Press, CambridgeCrossRef
Zurück zum Zitat Snider A (2020) Trump erodes water protections: 6 things to know. Politico, January 23 Snider A (2020) Trump erodes water protections: 6 things to know. Politico, January 23
Zurück zum Zitat Simon CP, Blume L (1994) Mathematics for economists. W.W. Norton, New York Simon CP, Blume L (1994) Mathematics for economists. W.W. Norton, New York
Zurück zum Zitat STATA (2019) STATA spatial autoregressive models reference manual. Release 16 STATA College Station, TX STATA (2019) STATA spatial autoregressive models reference manual. Release 16 STATA College Station, TX
Zurück zum Zitat Tsionas EG, Kumbhakar SC, Malikov E (2015) Estimation of input distance functions: a system approach. Am J Agr Econ 97(5):1478–1493CrossRef Tsionas EG, Kumbhakar SC, Malikov E (2015) Estimation of input distance functions: a system approach. Am J Agr Econ 97(5):1478–1493CrossRef
Metadaten
Titel
Spatial effects of nutrient pollution on drinking water production
verfasst von
Roberto Mosheim
Robin C. Sickles
Publikationsdatum
10.03.2021
Verlag
Springer Berlin Heidelberg
Erschienen in
Empirical Economics / Ausgabe 6/2021
Print ISSN: 0377-7332
Elektronische ISSN: 1435-8921
DOI
https://doi.org/10.1007/s00181-021-02019-1

Weitere Artikel der Ausgabe 6/2021

Empirical Economics 6/2021 Zur Ausgabe

Premium Partner