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The price elasticity of residential district heating demand: New evidence from a dynamic panel approach

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  • Trotta, Gianluca
  • Hansen, Anders Rhiger
  • Sommer, Stephan

Abstract

We estimate the price elasticity of residential district heating demand in Denmark using the Blundell–Bond two-step generalized method of moments (GMM) estimator and a sample of 152,913 observations covering the period of 2015 to 2019. Moreover, we analyze the heterogeneity in the response to district heating price increases among various household groups and investigate the distributional consequences of policies that increase the price of district heating. To this end, we measure the effects of a price increase on district heating bills, consumption, and emissions. We find a short-run price elasticity of −0.530 and a long-run price elasticity of −0.638. Higher consumption levels are associated with dwelling age, dwelling size, homeownership, income, number of household members, and whether households receive heating allowances. We find significant evidence that price elasticity varies across household groups: Low-income households, intensive consumers, single households, and households in older and smaller dwellings are more responsive to price changes than their respective counterparts. We also demonstrate that a 10% increase in the price of district heating would increase expenditures in high-income and low-income households by 7.18% and 1.16% (ceteris paribus), respectively. Our findings therefore have important implications for the evaluation of price policies aimed at reducing emissions and the distributional impacts of such measures.

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  • Trotta, Gianluca & Hansen, Anders Rhiger & Sommer, Stephan, 2022. "The price elasticity of residential district heating demand: New evidence from a dynamic panel approach," Energy Economics, Elsevier, vol. 112(C).
    • Handle: RePEc:eee:eneeco:v:112:y:2022:i:c:s0140988322003176
    DOI: 10.1016/j.eneco.2022.106163
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    as
    1. Labandeira, Xavier & Labeaga, José M. & López-Otero, Xiral, 2017. "A meta-analysis on the price elasticity of energy demand," Energy Policy, Elsevier, vol. 102(C), pages 549-568.
    2. Alonso-Borrego, Cesar & Arellano, Manuel, 1999. "Symmetrically Normalized Instrumental-Variable Estimation Using Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 36-49, January.
    3. Alberini, Anna & Filippini, Massimo, 2011. "Response of residential electricity demand to price: The effect of measurement error," Energy Economics, Elsevier, vol. 33(5), pages 889-895, September.
    4. Fell, Harrison & Li, Shanjun & Paul, Anthony, 2014. "A new look at residential electricity demand using household expenditure data," International Journal of Industrial Organization, Elsevier, vol. 33(C), pages 37-47.
    5. Alberini, Anna & Gans, Will & Velez-Lopez, Daniel, 2011. "Residential consumption of gas and electricity in the U.S.: The role of prices and income," Energy Economics, Elsevier, vol. 33(5), pages 870-881, September.
    6. Salari, Mahmoud & Javid, Roxana J., 2016. "Residential energy demand in the United States: Analysis using static and dynamic approaches," Energy Policy, Elsevier, vol. 98(C), pages 637-649.
    7. Hansen, Anders Rhiger, 2018. "Heating homes: Understanding the impact of prices," Energy Policy, Elsevier, vol. 121(C), pages 138-151.
    8. Boscan, Luis & Söderberg, Magnus, 2021. "A theoretical and empirical analysis of district heating cost in Denmark," Energy Economics, Elsevier, vol. 99(C).
    9. Sovacool, Benjamin K. & Martiskainen, Mari, 2020. "Hot transformations: Governing rapid and deep household heating transitions in China, Denmark, Finland and the United Kingdom," Energy Policy, Elsevier, vol. 139(C).
    10. Trotta, Gianluca, 2018. "Factors affecting energy-saving behaviours and energy efficiency investments in British households," Energy Policy, Elsevier, vol. 114(C), pages 529-539.
    11. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    12. Jens Ewald & Thomas Sterner & Eoin Ó Broin & Érika Mata, 2021. "Saving energy in residential buildings: the role of energy pricing," Climatic Change, Springer, vol. 167(1), pages 1-20, July.
    13. Seul-Ye Lim & Jeoung-Sik Min & Seung-Hoon Yoo, 2021. "Price and Income Elasticities of Residential Heat Demand from District Heating System: A Price Sensitivity Measurement Experiment in South Korea," Sustainability, MDPI, vol. 13(13), pages 1-10, June.
    14. Blázquez, Leticia & Boogen, Nina & Filippini, Massimo, 2013. "Residential electricity demand in Spain: New empirical evidence using aggregate data," Energy Economics, Elsevier, vol. 36(C), pages 648-657.
    15. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    16. Alberini, Anna & Gans, Will & Velez-Lopez, Daniel, 2011. "Residential Consumption of Gas and Electricity in the U.S.: The Role of Prices and Income," Sustainable Development Papers 99637, Fondazione Eni Enrico Mattei (FEEM).
    17. Mazhar, Abdur Rehman & Liu, Shuli & Shukla, Ashish, 2018. "A state of art review on the district heating systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 420-439.
    18. Cyril Bourgeois & Louis-Gaëtan Giraudet & Philippe Quirion, 2019. "Social-environmental-economic trade-offs associated with carbon-tax revenue recycling [Arbitrages économiques, sociaux et environnementaux pour le recyclage des revenus de la taxe carbone]," CIRED Working Papers hal-02073964, HAL.
    19. Johansen, Katinka & Werner, Sven, 2022. "Something is sustainable in the state of Denmark: A review of the Danish district heating sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    20. van den Brom, Paula & Hansen, Anders Rhiger & Gram-Hanssen, Kirsten & Meijer, Arjen & Visscher, Henk, 2019. "Variances in residential heating consumption – Importance of building characteristics and occupants analysed by movers and stayers," Applied Energy, Elsevier, vol. 250(C), pages 713-728.
    21. Flaig, Gebhard, 1990. "Household production and the short- and long-run demand for electricity," Energy Economics, Elsevier, vol. 12(2), pages 116-121, April.
    22. Frondel, Manuel & Kussel, Gerhard & Sommer, Stephan, 2019. "Heterogeneity in the price response of residential electricity demand: A dynamic approach for Germany," Resource and Energy Economics, Elsevier, vol. 57(C), pages 119-134.
    23. Connolly, D. & Lund, H. & Mathiesen, B.V. & Werner, S. & Möller, B. & Persson, U. & Boermans, T. & Trier, D. & Østergaard, P.A. & Nielsen, S., 2014. "Heat Roadmap Europe: Combining district heating with heat savings to decarbonise the EU energy system," Energy Policy, Elsevier, vol. 65(C), pages 475-489.
    24. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    25. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    26. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    27. Leth-Petersen, Soren & Togeby, Mikael, 2001. "Demand for space heating in apartment blocks: measuring effects of policy measures aiming at reducing energy consumption," Energy Economics, Elsevier, vol. 23(4), pages 387-403, July.
    28. Chittum, Anna & Østergaard, Poul Alberg, 2014. "How Danish communal heat planning empowers municipalities and benefits individual consumers," Energy Policy, Elsevier, vol. 74(C), pages 465-474.
    29. Sandberg, Eli & Sneum, Daniel Møller & Trømborg, Erik, 2018. "Framework conditions for Nordic district heating - Similarities and differences, and why Norway sticks out," Energy, Elsevier, vol. 149(C), pages 105-119.
    30. Gorroño-Albizu, Leire & de Godoy, Jaqueline, 2021. "Getting fair institutional conditions for district heating consumers: Insights from Denmark and Sweden," Energy, Elsevier, vol. 237(C).
    31. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    32. Noussan, Michel & Jarre, Matteo & Poggio, Alberto, 2017. "Real operation data analysis on district heating load patterns," Energy, Elsevier, vol. 129(C), pages 70-78.
    33. Nis Bertelsen & Brian Vad Mathiesen, 2020. "EU-28 Residential Heat Supply and Consumption: Historical Development and Status," Energies, MDPI, vol. 13(8), pages 1-21, April.
    34. Hendrik Schmitz & Reinhard Madlener, 2020. "Heterogeneity in price responsiveness for residential space heating in Germany," Empirical Economics, Springer, vol. 59(5), pages 2255-2281, November.
    35. Braun, Frauke G., 2010. "Determinants of households' space heating type: A discrete choice analysis for German households," Energy Policy, Elsevier, vol. 38(10), pages 5493-5503, October.
    36. Harold, Jason & Lyons, Seán & Cullinan, John, 2015. "The determinants of residential gas demand in Ireland," Energy Economics, Elsevier, vol. 51(C), pages 475-483.
    37. Massimo Filippini & Nilkanth Kumar, 2021. "Gas demand in the Swiss household sector," Applied Economics Letters, Taylor & Francis Journals, vol. 28(5), pages 359-364, March.
    38. Berndt, Ernst R & Wood, David O, 1975. "Technology, Prices, and the Derived Demand for Energy," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 259-268, August.
    39. Michael Hanemann & Xavier Labandeira & José M. Labeaga, 2013. "Energy Demand for Heating: Short Run and Long Run," Working Papers 07-2013, Economics for Energy.
    40. Schulte, Isabella & Heindl, Peter, 2017. "Price and income elasticities of residential energy demand in Germany," Energy Policy, Elsevier, vol. 102(C), pages 512-528.
    41. Brounen, Dirk & Kok, Nils & Quigley, John M., 2012. "Residential energy use and conservation: Economics and demographics," European Economic Review, Elsevier, vol. 56(5), pages 931-945.
    42. Wadud, Zia & Graham, Daniel J. & Noland, Robert B., 2009. "Modelling fuel demand for different socio-economic groups," Applied Energy, Elsevier, vol. 86(12), pages 2740-2749, December.
    43. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    44. Park, Changwon & Jeong, Yoojin & Yoo, Seung Jick, 2019. "A study of consumer benefit from district heating service in Korea," Energy Policy, Elsevier, vol. 129(C), pages 958-966.
    45. Werner, Sven, 2017. "International review of district heating and cooling," Energy, Elsevier, vol. 137(C), pages 617-631.
    46. Panu Kalmi & Gianluca Trotta & Andrius Kažukauskas, 2021. "Energy‐related financial literacy and electricity consumption: Survey‐based evidence from Finland," Journal of Consumer Affairs, Wiley Blackwell, vol. 55(3), pages 1062-1089, September.
    47. Fan Zhang, 2015. "Energy Price Reform and Household Welfare: The Case of Turkey," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    48. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    49. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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