These data include the individual responses for the City of Tempe Annual Community Survey conducted by ETC Institute. This dataset has two layers and includes both the weighted data and unweighted data.\\u00a0Weighting data is a statistical method in which datasets are adjusted through calculations in order to more accurately represent the population being studied.\\u00a0The weighted data are used in the final published PDF report.
These data help determine priorities for the community as part of the City's on-going strategic planning process. Averaged Community Survey results are used as indicators for several city performance measures. The summary data for each performance measure is provided as an open dataset for that measure (separate from this dataset). The performance measures with indicators from the survey include the following (as of 2024):
1. Safe and Secure Communities
2. Strong Community Connections
3. Quality of Life
4. Sustainable Growth & Development
No Performance Measures in this category presently relate directly to the Community Survey
5. Financial Stability & Vitality
No Performance Measures in this category presently relate directly to the Community Survey
Methods:
The survey is mailed to a random sample of households in the City of Tempe. Follow up emails and texts are also sent to encourage participation. A link to the survey is provided with each communication. To prevent people who do not live in Tempe or who were not selected as part of the random sample from completing the survey, everyone who completed the survey was required to provide their address. These addresses were then matched to those used for the random representative sample. If the respondent\\u2019s address did not match, the response was not used.
To better understand how services are being delivered across the city, individual results were mapped to determine overall distribution across the city.
Additionally, demographic data were used to monitor the distribution of responses to ensure the responding population of each survey is representative of city population.
Processing and Limitations:
The location data in this dataset is generalized to the block level to protect privacy. This means that only the first two digits of an address are used to map the location. When they data are shared with the city only the latitude/longitude of the block level address points are provided. This results in points that overlap. In order to better visualize the data, overlapping points were randomly dispersed to remove overlap. The result of these two adjustments ensure that they are not related to a specific address, but are still close enough to allow insights about service delivery in different areas of the city.
The weighted data are used by the ETC Institute, in the final published PDF report.
The 2024 Annual Community Survey report is available on data.tempe.gov or by visiting\\u00a0https://www.tempe.gov/government/strategic-management-and-innovation/signature-surveys-research-and-dataThe individual survey questions as well as the definition of the response scale (for example, 1 means \\u201cvery dissatisfied\\u201d and 5 means \\u201cvery satisfied\\u201d) are provided in the\\u00a0data dictionary.