Homeowners' preferences for adopting innovative residential heating systems: A discrete choice analysis for Germany

Space heating accounts for a large fraction of the primary energy consumption and CO2 emissions of residential buildings in Germany. Besides targeting the insulation standard, innovative (i.e. renewable energies-based and/or energy-efficient) residential heating systems (RHS) offer the potential to reduce CO2 emissions from space heating. Therefore, understanding the determinants of the RHS adoption decision becomes increasingly important. In this paper, we analyze the influence of preferences about RHS-specific attributes on the homeowners' adoption decision. Moreover, we control for the influence of socio-demographic, home and spatial characteristics. To this end, we specify the discrete appliance choice by a multinomial logit model and apply it to representative survey data for Germany. Our findings show that there are different drivers for the adoption of innovative RHS (partly) based on renewable energies in newly built and existing 1- and 2-family homes, and that the importance of key drivers also differs across groups of homeowners and RHS, respectively. First, we find that adopters of a gas- and oil-fired condensing boiler with solar thermal support have a strong preference for energy savings, while adopters of a heat pump or wood pellet-fired boiler prefer being more independent from fossil fuels. Second, we find that owners of existing homes have less scope for preferences in the RHS adoption decision. The decision to replace a RHS in an existing home is rather driven by socio-demographic, home and spatial characteristics. Third, our findings are quite contrary for newly built homes. Here, preferences about RHS specific attributes are found to be highly relevant, while there is less evidence for an influence of socio-demographic, home and spatial characteristics on the adoption decision.

[1]  J. Schleich,et al.  Profits or preferences? Assessing the adoption of residential solar thermal technologies , 2009 .

[2]  S. Banfi,et al.  Willingness to pay for energy-saving measures in residential buildings , 2007 .

[3]  Katrin Rehdanz,et al.  Determinants of residential space heating expenditures in Germany , 2007 .

[4]  Jeffrey A. Dubin A Nested Logit Model of Space and Water Heat System Choice , 1986 .

[5]  Reinhard Madlener,et al.  Pan-European Management of Electricity Portfolios: Risks and Opportunities of Contract Bundling , 2010 .

[6]  Reinhard Madlener,et al.  Towards an Efficient and Low-Carbon Economy Post-2012: Opportunities and Barriers for Foreign Companies in the Russian Market , 2011 .

[7]  Joachim Lang,et al.  Relevance of Risk Capital and Margining for the Valuation of Power Plants: Cash Requirements for Credit Risk Mitigation , 2010 .

[8]  Jeffrey A. Dubin,et al.  An Econometric Analysis of Residential Electric Appliance Holdings and Consumption , 1984 .

[9]  D. McFadden,et al.  Specification tests for the multinomial logit model , 1984 .

[10]  Reinhard Madlener,et al.  The Impact of Disaggregated ICT Capital on Electricity Intensity of Production: Econometric Analysis of Major European Industries , 2008 .

[11]  P. Chisnall Mail and Internet Surveys: The Tailored Design Method , 2007, Journal of Advertising Research.

[12]  Gicheol Jeong Assessment of government support for the household adoption of micro-generation systems in Korea , 2013 .

[13]  Reinhard Madlener,et al.  Modeling the Influence of Network Externalities and Quality on Market Shares of Plug-in Hybrid Vehicles , 2011 .

[14]  K. Willis,et al.  Willingness-to-pay for renewable energy: Primary and discretionary choice of British households' for micro-generation technologies , 2010 .

[15]  Reinhard Madlener,et al.  Factors Influencing German House Owners’ Preferences on Energy Retrofits , 2014 .

[16]  Reinhard Madlener,et al.  Fuzzy Portfolio Optimization for Power Generation Assets , 2010 .

[17]  Bertha Maya Sopha,et al.  Adopters and non-adopters of wood pellet heating in Norwegian households , 2011 .

[18]  J. Shortle,et al.  Water Quality Trading When Nonpoint Pollution Loads are Stochastic , 2009 .

[19]  Reinhard Madlener,et al.  Assessing the Economic Potential of Microdrilling in Geothermal Exploration , 2011 .

[20]  Reinhard Madlener,et al.  Investment in New Power Generation Under Uncertainty: Benefits of CHP vs. Condensing Plants in a Copula-Based Analysis , 2010 .

[21]  Reinhard Madlener,et al.  Efficient Investment Portfolios for the Swiss Electricity Supply Sector , 2008 .

[22]  P. Herings,et al.  Behavioral Effects in Individual Decisions of Network Formation , 2008 .

[23]  Reinhard Madlener,et al.  Cost Effectiveness of Carbon Capture-Ready Coal Power Plants with Delayed Retrofit , 2010 .

[24]  Reinhard Madlener,et al.  Simulation of the European Electricity Market and CCS Development with the HECTOR Model , 2009 .

[25]  P. Herings,et al.  Behavioral Effects in Individual Decisions of Network Formation , 2008 .

[26]  Joachim Lang,et al.  Portfolio Optimization for Power Plants: The Impact of Credit Risk Mitigation and Margining , 2010 .

[27]  Reinhard Madlener,et al.  Impact of ICT and Human Skills on the European Financial Intermediation Sector , 2008 .

[28]  Reinhard Madlener,et al.  Responsiveness of Residential Electricity Demand in OECD Countries: A Panel Cointegation and Causality Analysis , 2011 .

[29]  Reinhard Madlener,et al.  Electricity Consumption of an Ageing Society: Empirical Evidence from a Swiss Household Survey , 2010 .

[30]  R. Madlener,et al.  Power Plant Investments in the Turkish Electricity Sector: A Real Options Approach Taking into Account Market Liberalization , 2011 .

[31]  Reinhard Madlener,et al.  Using Fuzzy Real Options Valuation for Assessing Investments in NGCC and CCS Energy Conversion Technology , 2009 .

[32]  Reinhard Madlener,et al.  Impact of Plug-in Hybrid Electric Vehicles and Charging Regimes on Power Generation Costs and Emissions in Germany , 2010 .

[33]  Reinhard Madlener,et al.  Appliance Endowment and User Behaviour by Age Group: Insights from a Swiss Micro-Survey on Residential Electricity Demand , 2010 .

[34]  Reinhard Madlener,et al.  Economic Evaluation of IGCC Plants with Hot Gas Cleaning , 2010 .

[35]  R. Carson,et al.  The influence of rebate programs on the demand for water heaters: The case of New South Wales , 2013 .

[36]  Reinhard Madlener,et al.  A Spatial MAS Simulation to Evaluate the Promotion of Electricity from Agricultural Biogas Plants in Germany , 2011 .

[37]  P. Chiappori,et al.  A Theory of the Allocation of Time " , 2014 .

[38]  Reinhard Madlener,et al.  Rebound Effects in German Residential Heating: Do Ownership and Income Matter? , 2011 .

[39]  Toshiyuki Sueyoshi,et al.  Consumer choice on ecologically efficient water heaters: Marketing strategy and policy implications in Japan , 2011 .

[40]  E. Mansur,et al.  Climate change adaptation: A study of fuel choice and consumption in the US energy sector , 2008 .

[41]  Fernando Carriazo,et al.  A Comparison of Three Methods of Estimation in the Context of Spatial Modeling , 2009 .

[42]  Kjell Vaage,et al.  HEATING TECHNOLOGY AND ENERGY USE, A DISCRETE/CONTINUOUS CHOICE APPROACH TO NORWEGIAN HOUSEHOLD ENERGY DEMAND , 2000 .

[43]  Reinhard Madlener,et al.  Motivational factors influencing the homeowners’ decisions between residential heating systems: An empirical analysis for Germany , 2013 .

[44]  Reinhard Madlener,et al.  Optimal Time to Start Serial Production: The Case of the Direct Drive Wind Turbine of Siemens Wind Power A/S , 2011 .

[45]  Reinhard Madlener,et al.  Impact of CCS on the Economics of Coal-Fired Power Plants: Why Investment Costs Do and Efficiency Doesn’t Matter , 2009 .

[46]  Julian Sagebiel,et al.  Are consumers willing to pay more for electricity from cooperatives? Results from an online Choice Experiment in Germany , 2014 .

[47]  Christoph Weber,et al.  Energy consumption for space heating of West-German households: empirical evidence, scenario projections and policy implications , 2000 .

[48]  Reinhard Madlener,et al.  Integrated Theoretical Framework for a Homeowner's Decision in Favor of an Innovative Residential Heating System , 2010 .

[49]  Reinhard Madlener,et al.  The Impact of Modified EU ETS Allocation Principles on the Economics of CHP-Based District Heating Networks , 2011 .

[50]  E. Sardianou,et al.  Estimating space heating determinants: An analysis of Greek households , 2008 .

[51]  Aidan O'Driscoll,et al.  The diffusion of microgeneration technologies – assessing the influence of perceived product characteristics on home owners' willingness to pay , 2011 .

[52]  Gaurav S. Ghosh,et al.  Do Baseline Requirements hinder Trades in Water Quality Trading Programs , 2009 .

[53]  Sven Stöwhase,et al.  Cost Liability and Residential Space Heating Expenditures of Welfare Recipients in Germany , 2007 .

[54]  Christian-Simon Ernst,et al.  Battery Sizing for Serial Plug-in Hybrid Vehicles: A Model-Based Economic Analysis for Germany , 2011 .

[55]  P. Herings,et al.  The Structure of Online Consumer Communication Networks , 2006 .

[56]  Reinhard Madlener,et al.  Development Trends and Economics of Innovative Solar Power Generation Technologies: A Comparative Analysis , 2009 .

[57]  Martin Achtnicht,et al.  Do Environmental Benefits Matter? A Choice Experiment Among House Owners in Germany , 2010 .

[58]  A. Kwasnica,et al.  A Laboratory Experiment to Compare Two Market Institutions for Emissions Trading , 2010 .

[59]  Reinhard Madlener,et al.  Valuation of CCS-ready coal-fired power plants: a multi-dimensional real options approach , 2010 .

[60]  Reinhard Madlener,et al.  Why Higher Price Sensitivity of Consumers May Increase Average Prices: An Analysis of the European Electricity Market , 2010 .

[61]  Nariyasu Ito,et al.  Household ownership of electric room air conditioners , 1998 .

[62]  Runa Nesbakken,et al.  Energy Consumption for Space Heating: A Discrete-Continuous Approach , 2001 .

[63]  Reinhard Madlener,et al.  Economics of Biomass Co-Firing in New Hard Coal Power Plants in Germany , 2012 .

[64]  Frauke G. Braun Determinants of households’ space heating type: A discrete choice analysis for German households , 2010 .

[65]  Reinhard Madlener,et al.  Renewable Energy Policy in the Presence of Innovation: Does Government Pre-Commitment Matter? , 2010 .

[66]  Reinhard Madlener,et al.  Assessment of the Technological Development and Economic Potential of Photobioreactors , 2009 .

[67]  Viviana Fernandez,et al.  Observable and unobservable determinants of replacement of home appliances , 2001 .

[68]  Reinhard Madlener,et al.  Centralized and Integrated Decentralized Compressed Air Energy Storage for Enhanced Grid Integration of Wind Power , 2010 .

[69]  Reinhard Madlener,et al.  The Influence of Social Preferences on Multi-Criteria Evaluation of Energy Scenarios , 2008 .

[70]  Reinhard Madlener,et al.  Homeowners' Motivation to Adopt a Residential Heating System: A Principal Component Analysis , 2013 .

[71]  Catherine C. Eckel,et al.  Men, Women and Risk Aversion: Experimental Evidence , 2008 .

[72]  Leif Gustavsson,et al.  An adopter-centric approach to analyze the diffusion patterns of innovative residential heating systems in Sweden , 2008 .

[73]  R. Madlener,et al.  Switching from fossil fuel to renewables in residential heating systems: An empirical study of homeowners' decisions in Germany , 2014 .

[74]  P. Jean-Jacques Herings,et al.  Communication Network Formation with Link Specificity and Value Transferability , 2010, Eur. J. Oper. Res..

[75]  D. Dillman Mail and internet surveys: The tailored design method, 2nd ed. , 2007 .

[76]  Huei-chu Liao,et al.  Space-heating and water-heating energy demands of the aged in the US , 2002 .

[77]  R. Madlener,et al.  Evaluation of Economically Optimal Retrofit Investment Options for Energy Savings in Buildings , 2011 .

[78]  Peter J. G. Pearson,et al.  Liberalisation of Germany’s Electricity System and the Ways Forward of the Unbundling Process: A Historical Perspective and an Outlook , 2010 .