1. This survey was conducted online by The Harris Poll on behalf of Urban Science among 3,022 US adults aged 18+ who currently own or lease or plan to purchase or lease a new or used vehicle in the next 12 months (referred to in this report as “auto-buyers” or “auto-buying public”), and 250 U.S. OEM automotive dealers, whose titles were Sales Manager, General Manager, or Principal/VP/Owner. The auto-buying public survey was conducted from January 26 to February 15, 2023. Data are weighted where necessary by age by gender, race/ethnicity, region, education, marital status, household size, household income, and propensity to be online to bring them in line with their actual proportions in the population. The dealer survey was conducted January 26 to February 17, 2023. Results were not weighted and are only representative of those who completed the survey. Respondents for this survey were selected from among those who have agreed to participate in our surveys. The sampling precision of Harris online polls is measured by using a Bayesian credible interval. For this study, the sample data is accurate to within +2.6 percentage points for auto-buyers and +6.2 percentage points for dealers using a 95% confidence level. This credible interval will be wider among subsets of the surveyed population of interest.
All sample surveys and polls, whether or not they use probability sampling, are subject to other multiple sources of error which are most often not possible to quantify or estimate, including, but not limited to coverage error, error associated with nonresponse, error associated with question wording and response options, and post-survey weighting and adjustments.
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