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Location matters for pro-environmental behavior: a spatial Markov Chains approach to proximity effects in differentiated waste collection

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  • Massimiliano Agovino

    (University of Naples “Parthenope”)

  • Alessandro Crociata

    (University “G. D’Annunzio” of Chieti-Pescara)

  • Pier Luigi Sacco

    (IULM University)

Abstract

We analyze data on differentiated waste collection (as a proxy of pro-environmental behaviors) in Italian provinces in the years 1999–2012. We make use of a Markov Spatial Transition approach to model the dynamic of local transitions among different levels of environmental pro-sociality, and we find that behaviors, and in particular differentiated waste collecting habits, tend to be strongly influenced by proximity effects, so that provinces with good levels of environmental pro-sociality may positively influence nearby ones, and vice versa for provinces with poor levels of environmental pro-sociality. We also show that in the long term separate clusters with markedly different levels of differentiated waste collection rates emerge.

Suggested Citation

  • Massimiliano Agovino & Alessandro Crociata & Pier Luigi Sacco, 2016. "Location matters for pro-environmental behavior: a spatial Markov Chains approach to proximity effects in differentiated waste collection," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(1), pages 295-315, January.
    • Handle: RePEc:spr:anresc:v:56:y:2016:i:1:d:10.1007_s00168-015-0740-7
    DOI: 10.1007/s00168-015-0740-7
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    1. Lydia Greunz, 2003. "Geographically and technologically mediated knowledge spillovers between European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 37(4), pages 657-680, December.
    2. Daniela Schettini & Carlos Roberto Azzoni & Antonio Páez, 2011. "Neighborhood and Efficiency in Manufacturing in Brazilian Regions: a Spatial Markov Chain Analysis," ERSA conference papers ersa10p1052, European Regional Science Association.
    3. Lorenzo Cassi & Anne Plunket, 2014. "Proximity, network formation and inventive performance: in search of the proximity paradox," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 395-422, September.
    4. Andreas P. Kyriacou & Leonel Muinelo-Gallo & Oriol Roca-Sagalés, 2015. "Fiscal decentralization and regional disparities: The importance of good governance," Papers in Regional Science, Wiley Blackwell, vol. 94(1), pages 89-107, March.
    5. Daniel Griffith & Jean Paelinck, 2007. "An equation by any other name is still the same: on spatial econometrics and spatial statistics," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 41(1), pages 209-227, March.
    6. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    7. Jan K. Brueckner, 2003. "Strategic Interaction Among Governments: An Overview of Empirical Studies," International Regional Science Review, , vol. 26(2), pages 175-188, April.
    8. Giuseppe Espa & Giuseppe Arbia & Diego Giuliani, 2013. "Conditional versus unconditional industrial agglomeration: disentangling spatial dependence and spatial heterogeneity in the analysis of ICT firms’ distribution in Milan," Journal of Geographical Systems, Springer, vol. 15(1), pages 31-50, January.
    9. Crociata, Alessandro & Agovino, Massimiliano & Sacco, Pier Luigi, 2015. "Recycling waste: Does culture matter?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 55(C), pages 40-47.
    10. Roberto Basile & Roberta Capello & Andrea Caragliu, 2012. "Technological interdependence and regional growth in Europe: Proximity and synergy in knowledge spillovers," Papers in Regional Science, Wiley Blackwell, vol. 91(4), pages 697-722, November.
    11. Julie Le Gallo, 2004. "Space-Time Analysis of GDP Disparities among European Regions: A Markov Chains Approach," International Regional Science Review, , vol. 27(2), pages 138-163, April.
    12. Daniela Schettini & Carlos R. Azzoni & Antonio Paez, 2011. "Neighborhood and Efficiency in Manufacturing in Brazilian Regions," International Regional Science Review, , vol. 34(4), pages 397-418, October.
    13. Giuseppe Arbia & Roberto Basile & Mirella Salvatore, 2002. "Regional Convergence in Italy 1951-199: A Spatial Econometric Perspective," ISAE Working Papers 29, ISTAT - Italian National Institute of Statistics - (Rome, ITALY).
    14. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
    15. Jingjing Yan & Jinghua Sha & Xiao Chu & Feng Xu & Yoshiro Higano, 2014. "Endogenous derivation of optimal environmental policies for proper treatment of stockbreeding wastes in the upstream region of the Miyun Reservoir, Beijing," Papers in Regional Science, Wiley Blackwell, vol. 93(2), pages 477-500, June.
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    Cited by:

    1. Agovino, Massimiliano & Musella, Gaetano, 2020. "Separate waste collection in mountain municipalities. A case study in Campania," Land Use Policy, Elsevier, vol. 91(C).
    2. Antonio Garofalo & Rosalia Castellano & Massimiliano Agovino & Gennaro Punzo & Gaetano Musella, 2019. "How Far is Campania from the Best-Performing Region in Italy? A Territorial-Divide Analysis of Separate Waste Collection," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(2), pages 667-688, April.
    3. Iacopo Odoardi & Chiara Burlina & Alessandro Crociata, 2023. "Pro-Environmental Determinants of Waste Separation: Does the Interaction of Human and Social Capital Matter? Evidence from Italian Provinces," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    4. Alessandro Concari & Gerjo Kok & Pim Martens, 2020. "A Systematic Literature Review of Concepts and Factors Related to Pro-Environmental Consumer Behaviour in Relation to Waste Management Through an Interdisciplinary Approach," Sustainability, MDPI, vol. 12(11), pages 1-50, May.
    5. Agovino, M. & Casaccia, M. & Crociata, A. & Sacco, P.L., 2019. "European Regional Development Fund and pro-environmental behaviour. The case of Italian separate waste collection," Socio-Economic Planning Sciences, Elsevier, vol. 65(C), pages 36-50.
    6. Cerciello, Massimiliano & Agovino, Massimiliano & Garofalo, Antonio, 2019. "The caring hand that cripples? The effects of the European regional policy on local labour market participation in Southern Italy," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    7. Massimiliano Agovino & Massimiliano Cerciello & Aniello Ferraro & Antonio Garofalo, 2021. "Spatial analysis of wildfire incidence in the USA: the role of climatic spillovers," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(4), pages 6084-6105, April.
    8. Massimiliano Agovino & Massimiliano Cerciello & Aniello Ferraro & Antonio Garofalo, 2022. "A Regional Perspective on Social Exclusion in European Regions: Context, Trends and Policy Implications," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 8(2), pages 409-433, July.
    9. Agovino, Massimiliano & Cerciello, Massimiliano & Musella, Gaetano, 2019. "The effects of neighbour influence and cultural consumption on separate waste collection. Theoretical framework and empirical investigation," Ecological Economics, Elsevier, vol. 166(C), pages 1-1.
    10. Luisa Corrado & Andrea Fazio & Alessandra Pelloni, 2020. "Pro-environmental attitudes, local environmental conditions and recycling behavior," Working Paper series 20-21, Rimini Centre for Economic Analysis, revised Nov 2021.
    11. Yabo Zhao & Dixiang Xie & Xiwen Zhang & Shifa Ma, 2021. "Integrating Spatial Markov Chains and Geographically Weighted Regression-Based Cellular Automata to Simulate Urban Agglomeration Growth: A Case Study of the Guangdong–Hong Kong–Macao Greater Bay Area," Land, MDPI, vol. 10(6), pages 1-19, June.
    12. Agovino, Massimiliano & Crociata, Alessandro & Sacco, Pier Luigi, 2019. "Proximity effects in obesity rates in the US: A Spatial Markov Chains approach," Social Science & Medicine, Elsevier, vol. 220(C), pages 301-311.
    13. Liange Zhao & Jianfeng Zou & Zhijian Zhang, 2020. "Does China’s Municipal Solid Waste Source Separation Program Work? Evidence from the Spatial-Two-Stage-Least Squares Models," Sustainability, MDPI, vol. 12(4), pages 1-20, February.
    14. Canale, Rosaria Rita & De Simone, Elina & Di Maio, Amedeo & Parenti, Benedetta, 2019. "UNESCO World Heritage sites and tourism attractiveness: The case of Italian provinces," Land Use Policy, Elsevier, vol. 85(C), pages 114-120.
    15. Massimiliano Cerciello & Massimiliano Agovino & Antonio Garofalo, 2019. "Estimating urban food waste at the local level: are good practices in food consumption persistent?," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 36(3), pages 863-886, October.
    16. Massimiliano Cerciello, 2021. "Spatial patterns in food waste at the local level. A preliminary analysis for Italian data," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(1), pages 83-101, February.
    17. Andrés Vallone & Coro Chasco, 2020. "Spatiotemporal methods for analysis of urban system dynamics: an application to Chile," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 64(2), pages 421-454, April.
    18. Pier Luigi Sacco & Guido Ferilli & Giorgio Tavano Blessi, 2018. "From Culture 1.0 to Culture 3.0: Three Socio-Technical Regimes of Social and Economic Value Creation through Culture, and Their Impact on European Cohesion Policies," Sustainability, MDPI, vol. 10(11), pages 1-23, October.
    19. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2019. "The effect of environmental attitudes and policies on separate waste collection: the case of Insular Italy," Letters in Spatial and Resource Sciences, Springer, vol. 12(1), pages 63-85, April.
    20. Massimiliano Agovino & Maria Ferrara & Katia Marchesano & Antonio Garofalo, 2020. "The separate collection of recyclable waste materials as a flywheel for the circular economy: the role of institutional quality and socio-economic factors," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(2), pages 659-681, July.
    21. Massimiliano Agovino & Maria Ferrara & Antonio Garofalo, 2017. "The driving factors of separate waste collection in Italy: a multidimensional analysis at provincial level," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(6), pages 2297-2316, December.

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    More about this item

    JEL classification:

    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis

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