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Threshold effects of economic growth on water stress in the Eurozone

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Abstract

This paper empirically examines the environmental Kuznets curve (EKC) hypothesis using a country’s water stress as an indicator of the pressure on renewable water resources. The sample consists of 9 European countries by covering the period 1995–2013. The paper adopts a panel threshold regression model which can predict the threshold level endogenously to analyze whether income per person has an impact on water stress. The empirical findings strongly demonstrate the existence of a threshold beyond which environmental pressures of GDP (real) per capita growth on renewable water resources tend to increase. The growth below the threshold levels has no statistically significant effect on water stress, while the growth rate above the threshold increases stress on water resources. The available empirical findings obtained, albeit limited, tend not to support the EKC hypothesis, which postulates an inverted-U-shaped relationship.

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Notes

  1. The first-generation tests: Levin et al. (2002), Harris and Tzavalis (1999), Breitung (2005), Hadri (2000), Im et al. (2003), Maddala and Wu (1999), Fisher type (Choi (2001)). Second-generation tests: MADF (Taylor and Sarno 1998), SURADF (Breuer et al. 2002), Bai and Ng (2004), CADF (Pesaran 2007), and PANKPSS (Carrion-I Silvestre and Sansó 2006).

References

  • Alamdarlo HN (2016) Water consumption, agriculture value added and carbon dioxide emission in Iran, environmental Kuznets curve hypothesis. Int J Environ Sci Technol 13(8):2079–2090. https://doi.org/10.1007/s13762-016-1005-4

    Article  CAS  Google Scholar 

  • Arrow K, Bolin B, Costanza R, Dasgupta P, Folke C, Holling CS et al (1995) Economic growth, carrying capacity, and the environment. Ecol Econ 15(2):91–95. https://doi.org/10.1016/0921-8009(95)00059-3

    Article  Google Scholar 

  • Asafu-Adjaye J (2003) Biodiversity loss and economic growth: a cross-country analysis. Contemp Econ Policy 21(2):173–185

    Google Scholar 

  • Aydin C, Esen Ö (2017) The validity of the environmental Kuznets curve hypothesis for CO2 emissions in Turkey: new evidence from smooth transition regression approach. Mustafa Kemal University Journal of Social Sciences Institute 14(39):101–116

    Google Scholar 

  • Aydin C, Esen Ö (2018) Reducing CO2 emissions in the EU member states: do environmental taxes work? J Environ Plan Manag 61(13):2396–2420

    Google Scholar 

  • Aydin C, Esen Ö, Aydin R (2019) Is the ecological footprint related to the Kuznets curve a real process or rationalizing the ecological consequences of the affluence? Evidence from PSTR approach. Ecol Indic 98:543–555

    Google Scholar 

  • Bai J, Ng S (2004) A PANIC attack on unit roots and cointegration. Econometrica 72(4):1127–1177

    Google Scholar 

  • Bello MO, Solarin SA, Yen YY (2018) The impact of electricity consumption on CO2 emission, carbon footprint, water footprint and ecological footprint: the role of hydropower in an emerging economy. J Environ Manag 219:218–230

    Google Scholar 

  • Bhattarai M, Hammig M (2001) Institutions and the environmental Kuznets curve for deforestation: a crosscountry analysis for Latin America, Africa and Asia. World Dev 29(6):995–1010

    Google Scholar 

  • Bimonte S (2002) Information access, income distribution, and the Environmental Kuznets Curve. Ecol Econ 41(1):145–156

    Google Scholar 

  • Bimonte S, Stabile A (2017a) EKC and the income elasticity hypothesis. Land for housing or land for future? Ecol Indic 73:800–808. https://doi.org/10.1016/j.ecolind.2016.10.039

    Article  Google Scholar 

  • Bimonte S, Stabile A (2017b) Land consumption and income in Italy: a case of inverted EKC. Ecol Econ 131:36–43. https://doi.org/10.1016/j.ecolecon.2016.08.016

    Article  Google Scholar 

  • Breitung J (2005) A parametric approach to the estimation of cointegration vectors in panel data. Econ Rev 24(2):151–173

  • Breuer B, Mcnown R, Wallace M (2002) Series-specific unit root test with panel data. Oxf Bull Econ Stat 64:527–546

    Google Scholar 

  • Carrion-i-Silvestre JL, Sansó A (2006) Testing the null of cointegration with structural breaks. Oxf Bull Econ Stat 68(5):623–646

    Google Scholar 

  • Carson RT (2009) The environmental Kuznets curve: seeking empirical regularity and theoretical structure. Rev Environ Econ Policy 4(1):3–23

    Google Scholar 

  • Chan KS (1993) Consistency and limiting distribution of the least squares estimator of a threshold autoregressive model. Ann Stat 21(1):520–533

    Google Scholar 

  • Chiu YB (2012) Deforestation and the environmental Kuznets curve in developing countries: a panel smooth transition regression approach. Can J Agric Econ 60(2):177–194

    Google Scholar 

  • Choi I (2001) Unit root tests for panel data. J Int Money Financ 20(2):249–272

    Google Scholar 

  • Cole MA (2004) Economic growth and water use. Appl Econ Lett 11(1):1–4

    Google Scholar 

  • Cole MA, Rayner AJ, Bates JM (1997) The environmental Kuznets curve: an empirical analysis. Environ Dev Econ 2(4):401–416. https://doi.org/10.1017/S1355770X97000211

    Article  Google Scholar 

  • Costantini V, Martini C (2010) The causality between energy consumption and economic growth: a multi-sectoral analysis using non-stationary cointegrated panel data. Energy Econ 32(3):591–603

    Google Scholar 

  • Culas RJ (2007) Deforestation and the environmental Kuznets curve: an institutional perspective. Ecol Econ 61(2–3):429–437

    Google Scholar 

  • Czech B (2008) Prospects for reconciling the conflict between economic growth and biodiversity conservation with technological progress. Conserv Biol 22(6):1389–1398

  • De Bruyn SM (1997) Explaining the environmental Kuznets curve: structural change and international agreements in reducing sulphur emissions. Environ Dev Econ 2(4):485–503

    Google Scholar 

  • Dogan E, Ulucak R, Kocak E, Isik C (2020) The use of ecological footprint in estimating the Environmental Kuznets Curve hypothesis for BRICST by considering cross-sectional dependence and heterogeneity. Sci Total Environ 138063

  • Duarte R, Pinilla V, Serrano A (2013) Is there an environmental Kuznets curve for water use? A panel smooth transition regression approach. Econ Model 31:518–527

    Google Scholar 

  • EEA (2016). The problems of water stress. Denmark: European Environment Agency. (Accessed on 10.08.2019), https://www.eea.europa.eu/publications/92-9167-025-1/page003.html

  • EEA (2018). Water use in Europe - quantity and quality face big challenges. Denmark: European Environment Agency. (Accessed on 10.08.2019), https://www.eea.europa.eu/signals/signals-2018-content-list/articles/water-use-in-europe-2014

  • Eggoh JC, Bangaké C, Rault C (2011) Energy consumption and economic growth revisited in African countries. Energy Policy 39(11):7408–7421

    Google Scholar 

  • Erdoğan S, Yıldırım DÇ, Gedikli A (2020a) Natural resource abundance, financial development and economic growth: an investigation on Next-11 countries. Res Policy 65:101559

    Google Scholar 

  • Esteve V, Tamarit C (2012) Threshold cointegration and nonlinear adjustment between CO2 and income: the environmental Kuznets curve in Spain, 1857–2007. Energy Econ 34(6):2148–2156. https://doi.org/10.1016/j.eneco.2012.03.001

    Article  Google Scholar 

  • Erdoğan S, Yıldırım S, Yıldırım DÇ, Gedikli A (2020b) The effects of innovation on sectoral carbon emissions: evidence from G20 countries. J Environ Manag 267:110637

    Google Scholar 

  • European Commission (2019). Water scarcity & droughts in the European Union. (Accessed on 10.08.2019), https://ec.europa.eu/environment/water/quantity/scarcity_en.htm

  • Eurostat (2019). Eurostat Database: water statistics on national level. (Accessed on 17.09.2019), https://ec.europa.eu/eurostat/data/database

  • Falkenmark M, Lundqvist J, Widstrand C (1989) Macro-scale water scarcity requires micro-scale approaches: aspects of vulnerability in semi-arid development. Nat Res Forum 13(4):258–267. https://doi.org/10.1111/j.1477-8947.1989.tb00348.x

    Article  CAS  Google Scholar 

  • FAO (1995). Water: a finite resource. In: Tony Loftas (Ed.), Dimensions of need: an atlas of food and agriculture. Italy, Rome: Food & Agriculture Organization of the United Nations (FAO)

  • FAO (2014). Aquastat: did you know...?. (Accessed on 02.05.2019), http://www.fao.org/nr/water/aquastat/didyouknow/index2.stm

  • FAO (2018). Progress on level of water stress 2018: global baseline for SDG indicator 6.4.2. Rome: Food and Agriculture Organization of the UN (FAO). (Accessed on 17.09.2019), http://www.fao.org/3/CA1592EN/ca1592en.pdf

  • FAO (2019). AQUASTAT database. (Accessed on 17.09.2019), http://www.fao.org/nr/water/aquastat/data/query/index.html?lang=en

  • Fodha M, Zaghdoud O (2010) Economic growth and pollutant emissions in Tunisia: an empirical analysis of the environmental Kuznets curve. Energy Policy 38(2):1150–1156. https://doi.org/10.1016/j.enpol.2009.11.002

    Article  CAS  Google Scholar 

  • Grossman, G. M., & Krueger, A. B. (1991). Environmental impacts of a North American free trade agreement. NBER working papers, WP. No: 3914

  • Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110(2):353–377. https://doi.org/10.2307/2118443

    Article  Google Scholar 

  • Gu A, Zhang Y, Pan B (2017) Relationship between industrial water use and economic growth in China: insights from an environmental Kuznets curve. Water 9(8):556. https://doi.org/10.3390/w9080556

    Article  Google Scholar 

  • Hansen BE (1999) Threshold effects in non-dynamic panels: estimation, testing, and inference. J Econ 93(2):345–368

    Google Scholar 

  • Hao Y, Hu X, Chen H (2019) On the relationship between water use and economic growth in China: new evidence from simultaneous equation model analysis. J Clean Prod 235:953–965. https://doi.org/10.1016/j.jclepro.2019.07.024

    Article  Google Scholar 

  • Harris RD, Tzavalis E (1999) Inference for unit roots in dynamic panels where the time dimension is fixed. J Econ 91(2):201–226

    Google Scholar 

  • Hemati A, Mehrara M, Sayehmiri A (2011) New vision on the relationship between income and water withdrawal in industry sector. Nat Res Forum 2(03):191–196. https://doi.org/10.4236/nr.2011.23025

    Article  Google Scholar 

  • Holtz-Eakin D, Selden TM (1992) Stoking the fires? CO2 emissions and economic growth(No. w4248). National Bureau of Economic Research. NBER Working Paper No. 4248. (Accessed on 02.12.2019), https://www.nber.org/papers/w4248.pdf

  • Hussen A (2013) Principles of environmental economics and sustainability: an integrated economic and ecological approach. Routledge, New York

    Google Scholar 

  • Im KS, Pesaran MH, Shin Y (2003) Testing for unit roots in heterogeneous panels. J Econ 115(1):53–74

    Google Scholar 

  • Jia S, Yang H, Zhang S, Wang L, Xia J (2006) Industrial water use Kuznets curve: evidence from industrialized countries and implications for developing countries. J Water Resour Plan Manag 132(3):183–191

    Google Scholar 

  • Jin C, Huang K, Yu Y, Zhang Y (2016) Analysis of influencing factors of water footprint based on the STIRPAT model: evidence from the Beijing agricultural sector. Water 8(11):513. https://doi.org/10.3390/w8110513

    Article  Google Scholar 

  • Katz D (2015) Water use and economic growth: reconsidering the environmental Kuznets curve relationship. J Clean Prod 88:205–213

    Google Scholar 

  • Kearsley A, Riddel M (2010) A further inquiry into the Pollution Haven Hypothesis and the Environmental Kuznets Curve. Ecol Econ 69(4):905–919. https://doi.org/10.1016/j.ecolecon.2009.11.014

    Article  Google Scholar 

  • Koop G, Tole L (1999) Is there an environmental Kuznets curve for deforestation? J Dev Econ 58(1):231–244

    Google Scholar 

  • Levin A, Lin CF, Chu CSJ (2002) Unit root tests in panel data: asymptotic and finite-sample properties. J Econ 108(1):1–24

    Google Scholar 

  • Liddle B (2014) Impact of population, age structure, and urbanization on carbonemissions/energy consumption: evidence from macro-level, cross-country analyses. Popul Environ 35(3):286–304. https://doi.org/10.1007/s11111-013-0198-4

    Article  Google Scholar 

  • Liu J, Guo Q (2015) A spatial panel statistical analysis on cultivated land conversion and Chinese economic growth. Ecol Indic 51:20–24. https://doi.org/10.1016/j.ecolind.2014.09.046

    Article  CAS  Google Scholar 

  • Lu W (2018) Industrial water use, income, trade, and employment: environmental Kuznets curve evidence from 17 Taiwanese manufacturing industries. Environ Sci Pollut Res 25(27):26903–26915. https://doi.org/10.1007/s11356-018-2726-3

    Article  Google Scholar 

  • Maddala GS, Wu S (1999) A comparative study of unit root tests with panel data and a new simple test. Oxf Bull Econ Stat 61(S1):631–652

    Google Scholar 

  • Mather AS, Needle CL, Fairbairn J (1999) Environmental Kuznets curves and forest trends. Geography 84(1):55–65

    Google Scholar 

  • Meadows DH, Meadows D, Randers J, Behrens WW (1972) The limits to growth: a report for the club of Rome’s project on the predicament of mankind. Universe Books, New York

  • Mehrara M, Hemati A, Sayehmiri A (2011) On the relationship between water withdrawal and income: smooth transition regression (STR) approach. Mod Econ 2(05):729–734

    Google Scholar 

  • Mozumder P, Berrens RP, Bohara AK (2006) Is there an environmental Kuznets curve for the risk of biodiversity loss? J Dev Areas 39(2):175–190

    Google Scholar 

  • Narayan PK, Smyth R (2008) Energy consumption and real GDP in G7 countries: new evidence from panel cointegration with structural breaks. Energy Econ 30(5):2331–2341

    Google Scholar 

  • Nickerson RS (2002) Psychology and environmental change. Lawrence Erlbaum Associates, New Jersey

    Google Scholar 

  • O'Connell PGJ (1998) The overvaluation of purchasing power parity. J Int Econ 44(1):1–19

    Google Scholar 

  • Panayotou, T. (1993). Empirical tests and policy analysis of environmental degradation at different stages of economic development. WP. No: 238, Technology and Employment Programme, International Labour Organization, Geneva

  • Paolo Miglietta P, De Leo F, Toma P (2017) Environmental Kuznets curve and the water footprint: an empirical analysis. Water and Environment Journal 31(1):20–30

    Google Scholar 

  • Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. Cambridge Working Papers in Economics, 435.

  • Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ 22(2):265–312

    Google Scholar 

  • Pontarollo N, Muñoz RM (2020) Land consumption and income in Ecuador: a case of an inverted environmental Kuznets curve. Ecol Indic 108:105699

    Google Scholar 

  • Rothman, D., & Khanna, N. (2008). Macro-and micro-perspectives on economic development and Biodiversity. Binghamton University Economics Department Working Paper, 801

  • Sahu NC, Choudhury AK (2004) Industrial development and sustainable human welfare in India. In: Choudhury AK (ed) Indian economic reforms: an assessment. Sterling Publishers, New Delhi, pp 127–150

    Google Scholar 

  • Sebri M (2016) Testing the environmental Kuznets curve hypothesis for water footprint indicator: a cross-sectional study. J Environ Plan Manag 59(11):1933–1956

    Google Scholar 

  • Selden TM, Song D (1994) Environmental quality and development: is there a Kuznets curve for air pollution emissions? J Environ Econ Manag 27(2):147–162. https://doi.org/10.1006/jeem.1994.1031

    Article  Google Scholar 

  • Shafik, N., & Bandyopadhyay, S. (1992). Economic growth and environmental quality: time-series and cross-country evidence. Policy Research Working Paper Series, WP. No. 904, Washington, DC: World Bank Publications

  • Stern DI, Common MS, Barbier EB (1996) Economic growth and environmental degradation: the environmental Kuznets curve and sustainable development. World Dev 24(7):1151–1160. https://doi.org/10.1016/0305-750X(96)00032-0

    Article  Google Scholar 

  • Sun S, Fang C (2018) Water use trend analysis: a non-parametric method for the environmental Kuznets curve detection. J Clean Prod 172:497–507

    Google Scholar 

  • Sun K, Xu Z (2016) The impacts of human driving factors on grey water footprint in China using a GWR model. Geogr Res 35(1):37–48. https://doi.org/10.11821/dlyj201601004

    Article  Google Scholar 

  • Tao S, Zheng T, Lianjun T (2008) An empirical test of the environmental Kuznets curve in China: a panel cointegration approach. China Econ Rev 19(3):381–392. https://doi.org/10.1016/j.chieco.2007.10.001

    Article  Google Scholar 

  • Taylor MP, Sarno L (1998) The behavior of real exchange rates during the post-Bretton Woods period. J Int Econ 46(2):281–312

    Google Scholar 

  • Tevie J, Grimsrud KM, Berrens RP (2011) Testing the environmental Kuznets curve hypothesis for biodiversity risk in the US: a spatial econometric approach. Sustainability 3(11):2182–2199

    Google Scholar 

  • Thompson A (2012) Water abundance and an EKC for water pollution. Econ Lett 117(2):423–425

    Google Scholar 

  • Thompson A, Jeffords C (2017) Virtual water and an EKC for water pollution. Water Resour Manag 31(3):1061–1066. https://doi.org/10.1007/s11269-016-1541-1

    Article  Google Scholar 

  • Tisdell CA (1993) Combining biological conservation, sustainability and economic growth: can we overcome potential conflict?. Discussion Paper No.125. Department of Economics, the University of Queensland, Brisbane

  • Tisdell CA (2001) Globalisation and sustainability: environmental Kuznets curve and the WTO. Ecol Econ 39(2):185–196

    Google Scholar 

  • Ulucak R, Bilgili F (2018) A reinvestigation of EKC model by ecological footprint measurement for high, middle and low income countries. J Clean Prod 188:144–157. https://doi.org/10.1016/j.jclepro.2018.03.191

    Article  Google Scholar 

  • Vollebergh HR, Melenberg B, Dijkgraaf E (2009) Identifying reduced-form relations with panel data: the case of pollution and income. J Environ Econ Manag 58(1):27–42. https://doi.org/10.1016/j.jeem.2008.12.005

    Article  Google Scholar 

  • Von Hauff M, Mistri MA (2015) Environmental Kuznets curve (EKC): implications on economic growth, access to safe drinking water and ground water utilisation in India. Global Journal of Human Social Science 15(1):1–15

    Google Scholar 

  • Wagner M (2008) The carbon Kuznets curve: a cloudy picture emitted by bad econometrics? Resour Energy Econ 30(3):388–408

    Google Scholar 

  • World Bank (2019). World Development Indicators. (Accessed on 17.09.2019), https://databank.worldbank.org/source/world-development-indicators

  • Yeh ML, Chu HP, Sher PJ, Chiu YC (2010) R&D intensity, firm performance and the identification of the threshold: fresh evidence from the panel threshold regression model. Appl Econ 42(3):389–401

    Google Scholar 

  • Yıldırım, D. Ç., Yıldırım, S., & Demirtas, I. (2019). Investigating energy consumption and economic growth for BRICS-T countries. World Journal of Science, Technology and Sustainable Development

  • Yıldırım S, Gedikli A, Erdoğan S, Yıldırım DÇ (2020) Natural resources rents-financial development nexus: evidence from sixteen developing countries. Res Policy 68:101705

    Google Scholar 

  • Yue Z, Alun GU, Bolin P (2017) Relationship between industrial water consumption and economic growth in China based on environmental Kuznets Curve. Energy Procedia 105:3557–3564. https://doi.org/10.1016/j.egypro.2017.03.818

    Article  Google Scholar 

  • Zhao X, Fan X, Liang J (2017) Kuznets type relationship between water use and economic growth in China. J Clean Prod 168:1091–1100

    Google Scholar 

  • Zhao H, Lu X, Shao Z (2019) Empirical analysis on relationship between water footprint of China’s textile industry and ecoenvironment. Ekoloji Dergisi 28(107):1067–1076

    Google Scholar 

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Esen, Ö., Yıldırım, D.Ç. & Yıldırım, S. Threshold effects of economic growth on water stress in the Eurozone. Environ Sci Pollut Res 27, 31427–31438 (2020). https://doi.org/10.1007/s11356-020-09383-y

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