Some Like it Hot: The Role of Environmental Concern and Comfort Expectations in EnergyRetrofit Decisions

This study investigates the role of environmental concern and comfort expectations in the decision to retrofit a dwelling and their implications for the rebound effect. We ex-ante elicit individual preferences for deep thermal energy-saving measures in residential buildings by means of a Discrete Choice Experiment (DCE) among 3,161 owner-occupiers and tenants in Germany. Besides room temperature, we include air quality, level of control over the system, noise reduction, and aesthetics of the dwelling as proxies for indoor comfort. Our model also accounts for monthly payments related to the implementation of the measure – and customized based on tenancy status, building type, and size of the dwelling – as well as technical energy cost savings. Econometric estimation provides significant results for most of the parameter coefficients. Findings show that thermal comfort preferences are heterogeneous: 33% of the respondents attach positive values to an increase in indoor temperature that would result from the deep retrofit, providing evidence in favor of a technical rebound effect. While environmental concern explains heterogeneity in most of the attributes, its interaction with thermal comfort is not significant. Thermal comfort is, however, the least important attribute in the analysis.

[1]  Seung-Jun Kwak,et al.  Valuing energy-saving measures in residential buildings: A choice experiment study , 2010 .

[2]  Reinhard Madlener,et al.  Evaluation of Synergies in the Context of European Multi-Business Utilities , 2020, Energies.

[3]  Reinhard Madlener,et al.  The Impact of Green Framing on Consumers’ Valuations of Energy-Saving Measures , 2013 .

[4]  Reinhard Madlener,et al.  Wind Farm Siting Using a Spatial Analytic Hierarchy Process Approach: A Case Study of the Städteregion Aachen , 2016 .

[5]  Reinhard Madlener,et al.  Modeling the Geopolitics of Natural Gas: LNG Exports From the US to Eastern Europe , 2015 .

[6]  R. Madlener,et al.  Potential Impacts of the Planned Market Stability Reserve on Speculators’ Behavior in the EU Emissions Trading System , 2016 .

[7]  Borong Lin,et al.  The underlying linkage between personal control and thermal comfort: Psychological or physical effects? , 2016 .

[8]  Reinhard Madlener,et al.  Russia’s Emerging ESCO Market: Prospects and Barriers for Energy Efficiency Investments , 2012 .

[9]  Reinhard Madlener,et al.  The Nexus between Natural Gas Spot and Futures Prices at NYMEX: Do Weather Shocks and Non-Linear Causality in Low Frequencies Matter? , 2012 .

[10]  George M. Chryssochoidis,et al.  Why do homeowners renovate energy efficiently?:Contrasting perspectives and implications for policy , 2015 .

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

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

[13]  Reinhard Madlener,et al.  Economic Evaluation of Maintenance Strategies for Wind Turbines: A Stochastic Analysis , 2014 .

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

[15]  Ferdinand M. Vieider,et al.  Drivers of Thermal Retrofit Decisions - A Survey of , 2011 .

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

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

[18]  R. Madlener,et al.  Multi-commodity real options analysis of power plant investments: discounting endogenous risk structures , 2011 .

[19]  Reinhard Madlener,et al.  A Real Options Model for the Disinvestment in Conventional Power Plants , 2015, OR.

[20]  E. Shove Converging Conventions of Comfort, Cleanliness and Convenience , 2003 .

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

[22]  Reinhard Madlener,et al.  Short-term Energy Storage for Stabilizing the High Voltage Transmission Grid: A Real Options Analysis , 2015 .

[23]  Reinhard Madlener,et al.  Short- and Long-Run Electricity Demand Elasticities at the Subsectoral Level: A Cointegration Analysis for German Manufacturing Industries , 2010 .

[24]  Reinhard Madlener,et al.  The Role of Information Feedback in Local Reserve Energy Auction Markets , 2013 .

[25]  Reinhard Madlener,et al.  Heterogeneity in Residential Space Heating Expenditures in Germany , 2016 .

[26]  Reinhard Haas,et al.  The rebound effect for space heating Empirical evidence from Austria , 2000 .

[27]  Valentina Fabi,et al.  Effect of thermostat and window opening occupant behavior models on energy use in homes , 2014 .

[28]  Riccardo Scarpa,et al.  Do Respondents' Perceptions of the Status Quo Matter in Non-Market Valuation with Choice Experiments? An Application to New Zealand Freshwater Streams , 2011 .

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

[30]  Reinhard Madlener,et al.  Effects of Temperature Uncertainty on the Valuation of Geothermal Projects: A Real Options Approach , 2012 .

[31]  Reinhard Madlener,et al.  Portfolio Selection Methods and their Empirical Applicability to Real Assets in Energy Markets , 2011 .

[32]  Veronica Galassi,et al.  Identifying Business Models for Photovoltaic Systems with Storage in the Italian Market: A Discrete Choice Experiment , 2014 .

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

[34]  Interpreting the Results of Conjoint Analysis 9.1 Nature of Quantitative Data , 2022 .

[35]  Reinhard Madlener,et al.  Risk Analysis of Energy Performance Contracting Projects in Russia: An Analytic Hierarchy Process Approach , 2015, OR.

[36]  J. Shortle,et al.  Do Baseline Requirements Hinder Trades in Water Quality Programs? , 2009 .

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

[38]  Reinhard Madlener,et al.  Development of Cogeneration in Germany: A Dynamic Portfolio Analysis Based on the New Regulatory Framework , 2009 .

[39]  Reinhard Madlener,et al.  A Least-Cost Assessment of the CO2 Mitigation Potential Using Renewable Energies in the Indian Electricity Supply Sector , 2014 .

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

[41]  Reinhard Madlener,et al.  Determinants of Commuter Trends and Implications for Indirect Rebound Effects: A Case Study of Germany's Largest Federal State of NRW, 1994-2013 , 2014 .

[42]  Reinhard Madlener,et al.  Economic Viability of Second-Life Electric Vehicle Batteries for Energy Storage in Private Households , 2017 .

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

[44]  Zaid Chalabi,et al.  The impact of housing energy efficiency improvements on reduced exposure to cold — the ‘temperature take back factor’ , 2011 .

[45]  Reinhard Madlener,et al.  Evaluation of Different Hedging Strategies for Commodity Price Risks of Industrial Cogeneration Plants , 2013 .

[46]  Raymond J. Cole,et al.  Buildings, Culture and Environment: Informing Local and Global Practices , 2003 .

[47]  R. Madlener,et al.  Optimal Power Generation Investment: Impact of Technology Choices and Existing Portfolios for Deploying Low-Carbon Coal Technologies , 2013 .

[48]  Reinhard Madlener,et al.  Prosumer Preferences Regarding the Adoption of Micro-Generation Technologies: Empirical Evidence for German Homeowners , 2015 .

[49]  S. Bienert,et al.  Impact of energy efficiency measures on the economic value of buildings , 2012 .

[50]  Reinhard Madlener,et al.  Challenges in the Evaluation of Ultra-Long-Lived Projects: Risk Premia for Projects with Eternal Returns or Costs , 2013 .

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

[53]  Reinhard Madlener,et al.  Economic Policy Evaluation for the Deployment of Alternative Energy Sources in Brazil , 2015 .

[54]  Reinhard Madlener,et al.  Economics of High-Temperature Nuclear Reactors for Industrial Cogeneration , 2012 .

[55]  Reinhard Madlener,et al.  Beyond Technology Adoption: Homeowner Satisfaction with Newly Adopted Residential Heating Systems , 2015 .

[56]  Johannes Palmer,et al.  Modeling the Diffusion of Residential Photovoltaic Systems in Italy: An Agent-Based Simulation , 2013 .

[57]  Reinhard Madlener,et al.  Economic Feasibility of Pipeline and Underground Reservoir Storage Options for Power-to-Gas Load Balancing , 2013 .

[58]  D. McFadden Conditional logit analysis of qualitative choice behavior , 1972 .

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

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

[61]  A. Raftery Bayesian Model Selection in Social Research , 1995 .

[62]  J. Shortle,et al.  Managing Pollution Risk Through Emissions Trading , 2012 .

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

[64]  Reinhard Madlener,et al.  Valuation of CCS-ready coal-fired power plants: a multi-dimensional real options approach , 2011 .

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

[66]  Reinhard Madlener,et al.  An Evaluation of Attribute Anchoring Bias in a Choice Experimental Setting , 2013 .

[67]  Reinhard Madlener,et al.  Profitability of Energy Storage for Raising Self-consumption of Solar Power: Analysis of Different Household Types in Germany , 2014 .

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

[69]  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 .

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

[71]  Reinhard Madlener,et al.  Promoting Renewable Electricity Generation in Imperfect Markets: Price vs. Quantity Policies , 2008 .

[72]  Reinhard Madlener,et al.  Cost-Effectiveness of Lignocellulose Biorefineries and their Impact on the Deciduous Wood Markets in Germany , 2012 .

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

[74]  Reinhard Madlener,et al.  Fuzzy Portfolio Optimization of Power Generation Assets , 2018, Energies.

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

[76]  Melvyn Weeks,et al.  Discrete choice methods with simulation, Kenneth E. Train, Cambridge University Press, 2003, ISBN: 0-521-81696-3, pp. 334 , 2003 .

[77]  Stephan B. Bruns,et al.  What if Energy Time Series are not Independent? Implications for Energy-GDP Causality Analysis , 2013 .

[78]  Reinhard Madlener,et al.  The Benefit of Regional Diversification of Cogeneration Investments in Europe: A Mean-Variance Portfolio Analysis , 2009 .

[79]  R. Dunlap,et al.  The “New Environmental Paradigm” , 1978 .

[80]  Stephan B. Bruns,et al.  Is there really Granger causality between energy use and output , 2014 .

[81]  Reinhard Madlener,et al.  Auction Schemes, Bidding Strategies and the Cost-Optimal Level of Promoting Renewable Electricity in Germany , 2017 .

[82]  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 .

[83]  David Elliott Energy, Society and Environment (Second Edition) , 2003 .

[84]  Reinhard Madlener,et al.  Financial Viability of Grid-connected Solar PV and Wind Power Systems in Germany☆ , 2016 .

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

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

[87]  Reinhard Madlener,et al.  Real Options Analysis of the Flexible Operation of an Enhanced Gas-Fired Power Plant , 2018 .

[88]  Erdal Aydin,et al.  Energy Efficiency and Household Behavior: The Rebound Effect in the Residential Sector , 2014 .

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

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

[91]  Reinhard Madlener,et al.  Regulatory Options for Local Reserve Energy Markets: Implications for Prosumers, Utilities, and other Stakeholders , 2014 .

[92]  R. Madlener,et al.  The Role of Environmental Concern and Comfort Expectations in Energy Retrofit Decisions , 2017 .

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

[94]  Reinhard Madlener,et al.  Portfolio Impact of New Power Generation Investments of E.ON in the UK, Sweden and Germany , 2010 .

[95]  R. Madlener,et al.  Hydrogen Storage for Wind Parks: A Real Options Evaluation for an Optimal Investment in More Flexibility , 2013 .

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

[97]  Reinhard Madlener,et al.  Homeowners’ Preferences for Adopting Residential Heating Systems: A Discrete Choice Analysis for Germany , 2011 .

[98]  Reinhard Madlener,et al.  Estimation of Substitution Elasticities in Three-Factor Production Functions: Identifying the Role of Energy , 2016 .

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

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

[101]  Reinhard Madlener,et al.  Local Impacts of Wind Farms on Property Values: A Spatial Difference-in-Differences Analysis , 2014 .

[102]  Reinhard Madlener,et al.  Sustainable energy development in Austria until 2020: Insights from applying the integrated model “e3.at” , 2011, Energy policy.

[103]  Reinhard Madlener,et al.  Optimal Renewal and Electrification Strategy for Commercial Car Fleets in Germany , 2014, OR.

[104]  Standard Ashrae Thermal Environmental Conditions for Human Occupancy , 1992 .

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

[106]  Kevin Maréchal Not irrational but habitual: The importance of "behavioural lock-in" in energy consumption , 2010 .

[107]  Roberto Lamberts,et al.  A review of human thermal comfort in the built environment , 2015 .

[108]  R. Madlener,et al.  The Impact of Wind Farms on Property Values: A Geographically Weighted Hedonic Pricing Model , 2012 .

[109]  R. Madlener,et al.  Dynamic Portfolio Selection Methods for Power Generation Assets , 2011 .

[110]  Joachim Lang,et al.  Cost Evaluation of Credit Risk Securitization in the Electricity Industry: Credit Default Acceptance vs. Margining Costs , 2010 .

[111]  Yvonne Phillips,et al.  Landlords versus tenants: Information asymmetry and mismatched preferences for home energy efficiency , 2012 .

[112]  Christian-Simon Ernst,et al.  Optimal Battery Size for Serial Plug-in Hybrid Vehicles: A Model-Based Economic Analysis for Germany , 2010 .

[113]  Reinhard Madlener,et al.  Investigation of E.ON’s Power Generation Assets by Using Mean-Variance Portfolio Analysis , 2009 .

[114]  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 .

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

[116]  W. Poortinga,et al.  Household preferences for energy-saving measures: A conjoint analysis , 2003 .

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

[118]  Reinhard Madlener,et al.  Optimal Expansion of a Hydrogen Storage System for Wind Power: A Real Options Analysis , 2016 .

[119]  Reinhard Madlener,et al.  Online Discussion among Energy Consumers: A Semi-Dynamic Social Network Visualization , 2014 .

[120]  Martin Achtnicht,et al.  Factors Influencing German House Owners' Preferences on Energy Retrofits , 2012 .

[121]  Reinhard Madlener,et al.  The Causal Relationship Between Energy Consumption and Economic Growth in Germany : A Multivariate Analysis , 2013 .

[122]  Reinhard Madlener,et al.  The Impact of Wind Farms on Property Values: A Geographically Weighted Hedonic Pricing Model , 2012 .

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

[124]  Reinhard Madlener,et al.  An Exploratory Economic Analysis of Underground Pumped-Storage Hydro Power Plants in Abandoned Coal Mines , 2013, Energies.

[125]  Reinhard Madlener,et al.  Repowering of Wind Turbines: Economics and Optimal Timing , 2012 .

[126]  R. Madlener,et al.  Economics of Small Wind Power Plants in Urban Settings: An Empirical Investigation for Germany , 2013 .

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

[128]  Reinhard Madlener,et al.  Economic Evaluation of Maintenance Strategies for Ground-Mounted Solar Photovoltaic Plants , 2016 .

[129]  Reinhard Madlener,et al.  Economic Assessment of a Concentrating Solar Power Forecasting System for Participation in the Spanish Electricity Market , 2011 .

[130]  Reinhard Madlener,et al.  Bridging the Gap between Onshore and Offshore Innovations by the European Wind Power Supply Industry: A Survey-Based Analysis , 2012 .

[131]  Reinhard Madlener,et al.  Backtesting and Evaluation of Different Trading Schemes for the Portfolio Management of Natural Gas , 2014 .

[132]  Reinhard Madlener,et al.  The Future Expansion of HVDC Power Transmission in Brazil: A Scenario-Based Economic Evaluation , 2015, OR.

[133]  Reinhard Madlener,et al.  Assessment of Clean-Coal Strategies: The Questionable Merits of Carbon Capture-Readiness , 2013 .

[134]  Reinhard Madlener,et al.  Economic Feasibility of Kite-Based Wind Energy Powerships with CAES or Hydrogen Storage , 2012 .

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

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

[137]  Reinhard Madlener,et al.  Risk Management and Portfolio Optimization for Gas- and Coal-Fired Power Plants in Germany: A Multivariate GARCH Approach , 2013 .

[138]  Reinhard Madlener,et al.  Relating R&D and Investment Policies to CCS Market Diffusion Through Two-Factor Learning , 2010 .

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

[140]  Reinhard Madlener,et al.  Consumer Preferences for Alternative Fuel Vehicles: A Discrete Choice Analysis , 2012 .

[141]  Reinhard Madlener,et al.  Evaluating the Enhanced Flexibility of Lignite-Fired Power Plants: A Real Options Analysis , 2017, Energy Conversion and Management.

[142]  Reinhard Madlener,et al.  External Effects of Hydraulic Fracturing: Risks and Welfare Considerations for Water Supply in Germany , 2015 .

[143]  Reinhard Madlener,et al.  Economic Implications of Enhanced Forecast Accuracy: The Case of Photovoltaic Feed-In Forecasts , 2015 .

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

[145]  Reinhard Madlener,et al.  An Experimental Analysis of Single vs. Multiple Bids in Auctions of Divisible Goods , 2013 .

[146]  Reinhard Madlener,et al.  Economic Feasibility of a Compressed Air Energy Storage System Under Market Uncertainty: A Real Options Approach , 2017 .

[147]  Reinhard Madlener,et al.  Fuzzy Portfolio Optimization of Onshore Wind Power Plants , 2014 .

[148]  Reinhard Madlener,et al.  Cost-Effective Design of Ringwall Storage Hybrid Power Plants: A Real Options Analysis , 2015 .

[149]  Keith A. Jones,et al.  Domestic energy consumption—What role do comfort, habit, and knowledge about the heating system play? , 2013 .

[150]  Reinhard Madlener,et al.  Day-Ahead Versus Intraday Valuation of Demand-Side Flexibility for Photovoltaic and Wind Power Systems , 2014 .

[151]  S. Pon,et al.  Effectiveness of Real Time Information Provision with Time of Use Pricing , 2015 .

[152]  Reinhard Madlener,et al.  Residential Natural Gas Demand Elasticities in OECD Countries: An ARDL Bounds Testing Approach , 2011 .

[153]  C. Oberst,et al.  Economic Growth and Regional Labor Market Development in German Regions: Okun's Law in a Spatial Context , 2013 .

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

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

[156]  Reinhard Madlener,et al.  The Influence of Policy Regime Risks on Investments in Innovative Energy Technology , 2016 .

[157]  K. Train,et al.  Mixed Logit with Repeated Choices: Households' Choices of Appliance Efficiency Level , 1998, Review of Economics and Statistics.

[158]  Reinhard Madlener,et al.  Willingness-to-Pay for Alternative Fuel Vehicle Characteristics: A Stated Choice Study for Germany , 2013 .

[159]  Reinhard Madlener,et al.  An Option-Based Approach for the Fair Pricing of Flexible Electricity Supply , 2015 .

[160]  Ray Galvin,et al.  The Rebound Effect in Home Heating: A guide for policymakers and practitioners , 2015 .