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However, as discussed below, there are limitations on the study's generalizability beyond the survey sample.
A logistic regression confirmed that there are systematic differences of baseline characteristics between the two groups that limit the generalizability of the results beyond the survey sample.
As noted earlier, differences between those who responded to surveys and those who did not respond may have biased the results and limit the generalizability of results beyond the survey sample.
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The survey sample for the research was taken from b-live's database.
"In 2012 mobile phones were included in the survey methods for the first time and this increased the number of younger people and males in the survey sample.
Beyond the two-phase design, the survey sampling literature provides a broad range of strategies for collecting individual-level data [ 36, 37].
The survey samples varied in size from 522 in Israel to 1,417 in Australia.
The postal survey sample included 321 women.
For the survey, a sample of 1,441 American registered voters was interviewed online.
Given survey respondents' intended level of adoption, we calculated the potential water savings for each property and then the catchment, without extrapolating beyond the survey respondents.
Additionally, beyond the survey phase accuracy, lack of historical information strongly affects reliability [17, 72].
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