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How consumers respond to environmental certification and the value of energy information / Sébastien Houde. NBER, March 2014, 64 p. (Working Paper No. 20019)http://www.nber.org/papers/w20019Draft : http://terpconnect.umd.edu/~shoude/EnergyStarDemandHoude_v03222014.pdfAuthor's abstract : The ENERGY STAR certification is a voluntary labeling that favors the adoption of energy efficient products. In the US appliance market, the label is a coarse summary of otherwise readily accessible information. Using micro-data of the US refrigerator market, I develop a structural demand model and find that consumers respond to certification in different ways. Some consumers have a large willingness to pay for the label, well beyond the energy savings associated with certified products; others appear to pay attention to electricity costs, but not to the certification, and still others appear to be insensitive to both electricity costs and ENERGY STAR. The findings suggest that the certification acts as a substitute for more accurate, but complex energy information. Using the structural model, I find that the opportunity cost of having imperfectly informed consumers in the refrigerator market ranges from $12 to $17 per refrigerator sold.