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Using multilevel models to evaluate the attitude of separate waste collection in young people

Author

Listed:
  • Sandra De Iaco

    (University of Salento)

  • Sabrina Maggio

    (University of Salento)

Abstract

Separate waste collection represents one of the necessary conditions to guarantee an efficient protection of the environment. In particular, raising awareness of young people towards eco-sustainable behaviors, such as waste sorting and waste recycling, is an essential target that institutions should pursue in order to contribute to the reduction of the environmental impact of waste. Thus, an appropriate assessment of the determinants which influence environmentally responsible practices is of wide interest, not only for its implications in environmental science, but also in other scientific fields, such as Sociology, Chemistry and Engineering. This paper is focused on an innovative analysis based on the use of multilevel models suitable to evaluate the young people’s attitudes towards waste sorting in three different daily life contexts, i.e. school, family and spare time. A data set regarding a survey on a sample of students attending upper secondary schools, in the Province of Brindisi (Apulia Region), is used.

Suggested Citation

  • Sandra De Iaco & Sabrina Maggio, 2022. "Using multilevel models to evaluate the attitude of separate waste collection in young people," METRON, Springer;Sapienza Università di Roma, vol. 80(1), pages 77-95, April.
    • Handle: RePEc:spr:metron:v:80:y:2022:i:1:d:10.1007_s40300-020-00194-2
    DOI: 10.1007/s40300-020-00194-2
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    References listed on IDEAS

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    1. Damiano Fiorillo, 2013. "Household waste recycling: national survey evidence from Italy," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 56(8), pages 1125-1151, October.
    2. 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.
    3. Anders Skrondal & Sophia Rabe‐Hesketh, 2009. "Prediction in multilevel generalized linear models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(3), pages 659-687, June.
    4. 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.
    5. Leonardo Grilli & Carla Rampichini, 2015. "Specification of random effects in multilevel models: a review," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(3), pages 967-976, May.
    6. Massimiliano Agovino & Antonio Garofalo & Angela Mariani, 2017. "Separate waste collection in Italy: the role of socio-cultural factors and targets set by law," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(2), pages 589-605, April.
    7. Elena Cristina Rada & Chiara Bresciani & Eleonora Girelli & Marco Ragazzi & Marco Schiavon & Vincenzo Torretta, 2016. "Analysis and Measures to Improve Waste Management in Schools," Sustainability, MDPI, vol. 8(9), pages 1-12, August.
    8. Degli Antoni, Giacomo & Vittucci Marzetti, Giuseppe, 2019. "Recycling and Waste Generation: An Estimate of the Source Reduction Effect of Recycling Programs," Ecological Economics, Elsevier, vol. 161(C), pages 321-329.
    9. Harvey Goldstein & David J. Spiegelhalter, 1996. "League Tables and Their Limitations: Statistical Issues in Comparisons of Institutional Performance," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 159(3), pages 385-409, May.
    10. Gaetano Musella & Massimiliano Agovino & Mariaconcetta Casaccia & Alessandro Crociata, 2019. "Evaluating waste collection management: the case of macro-areas and municipalities in Italy," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(6), pages 2857-2889, December.
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