O'Shaughnessy Eric, Barbose Galen, Wiser Ryan, Forrester Sydney
Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Clean Kilowatts, LLC, Boulder, CO, USA.
iScience. 2021 Sep 16;24(10):103137. doi: 10.1016/j.isci.2021.103137. eCollection 2021 Oct 22.
Low- and moderate-income (LMI) households remain less likely to adopt rooftop solar photovoltaics (PV) than higher-income households. A transient period of inequitable adoption is common among emerging technologies but stakeholders are calling for an accelerated transition to equitable rooftop PV adoption. To date, researchers have focused on demand-side drivers of PV adoption inequity, but supply-side factors could also play a role. Here, we use quote data to explore whether PV installers implement income-targeted marketing and the extent to which such strategies drive adoption inequity. We find that installers submit fewer quotes to households in low-income areas and those households that receive fewer quotes are less likely to adopt. The data suggest that income-targeted marketing explains about one-quarter of the difference in PV adoption rates between LMI and higher-income households. Policymakers could explore a broader suite of interventions to address demand- and supply-side drivers of PV adoption inequity.
与高收入家庭相比,低收入和中等收入(LMI)家庭采用屋顶太阳能光伏(PV)的可能性仍然较低。新兴技术在采用过程中出现一段不公平时期是很常见的,但利益相关者呼吁加快向公平采用屋顶光伏的过渡。迄今为止,研究人员一直专注于光伏采用不平等的需求侧驱动因素,但供应侧因素也可能起作用。在此,我们使用报价数据来探究光伏安装商是否实施了针对收入的营销,以及此类策略在多大程度上导致了采用不平等。我们发现,安装商向低收入地区的家庭提交的报价较少,而收到较少报价的家庭采用光伏的可能性也较小。数据表明,针对收入的营销解释了LMI家庭和高收入家庭在光伏采用率上约四分之一的差异。政策制定者可以探索一系列更广泛的干预措施,以解决光伏采用不平等的需求侧和供应侧驱动因素。