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The National Citizen SurveyT" <br />The margin of error for the City of Ramsey survey is no greater than plus or minus five percentage points around <br />any given percent reported for the entire sample (430 completed surveys). <br />For subgroups of responses, the margin of error increases because the sample size for the subgroup is smaller. For <br />subgroups of approximately loo respondents, the margin of error is plus or minus 10 percentage points. <br />Survey Processing (Data Entry) <br />Upon receipt, completed surveys were assigned a unique identification number. Additionally, each survey was <br />reviewed and "cleaned" as necessary. For example, a question may have asked a respondent to pick two items out <br />of a list of five, but the respondent checked three; in this case, NRC would use protocols to randomly choose two <br />of the three selected items for inclusion in the dataset. <br />All surveys then were entered twice into an electronic dataset; any discrepancies were resolved in comparison to <br />the original survey form. Range checks as well as other forms of quality control were also performed. <br />Survey Data Weighting <br />The demographic characteristics of the survey sample were compared to those found in the 2010 Census and <br />American Community Survey estimates for adults in the City of Ramsey. The primary objective of weighting <br />survey data is to make the survey sample reflective of the larger population of the community. The characteristics <br />used for weighting were housing tenure, housing unit type, sex and age. The results of the weighting scheme are <br />presented in the following table. <br />Table 81: Ramsey, MN 2014 Weighting Table <br />Characteristic <br />I Population Norm I <br />Unweighted Data <br />I Weighted Data <br />Housing <br />50% <br />43% <br />50% <br />Rent home <br />9% <br />8% <br />9% <br />Own home <br />91% <br />92% <br />91% <br />Detached unit <br />82% <br />75% <br />82% <br />Attached unit <br />18% <br />25% <br />18% <br />Race and Ethnicity <br />White 94% 94% 94% <br />Not white 6% 6% 6% <br />Not Hispanic 98% 100% 99% <br />Hispanic 2% 0% 1% <br />Sex and Age <br />Female <br />50% <br />57% <br />50% <br />Male <br />50% <br />43% <br />50% <br />18 -34 years of age <br />30% <br />14% <br />29% <br />35 -54 years of age <br />44% <br />38% <br />44% <br />55+ years of age <br />26% <br />48% <br />27% <br />Females 18 -34 <br />15% <br />9% <br />15% <br />Females 35 -54 <br />22% <br />21% <br />22% <br />Females 55+ <br />13% <br />27% <br />13% <br />Males 18 -34 <br />15% <br />6% <br />15% <br />Males 35 -54 <br />22% <br />17% <br />22% <br />Males 55+ <br />13% <br />21% <br />13% <br />within the confidence interval created for a single survey. For example, if 75% of residents rate a service as "excellent" or "good," then the <br />4% margin of error (for the 95% confidence interval) indicates that the range of likely responses for the entire community is between 71% <br />and 79 %. This source of uncertainty is called sampling error. In addition to sampling error, other sources of error may affect any survey, <br />including the non - response of residents with opinions different from survey responders. Though standardized on The NCS, on other surveys, <br />differences in question wording, order, translation and data entry, as examples, can lead to somewhat varying results. <br />31 <br />