Millcreek Wellbeing Survey Findings 2022
By Dr. Courtney Flint and Team

courtney.flint@usu.edu
435-797-8635
Summary
Millcreek City is one of 33 cities participating in the Utah Wellbeing Survey Project in 2022. This project is designed to assess the wellbeing and local perspectives of city residents and to provide information to city leaders to inform their general planning process.
We are grateful to all participants who took the survey and to our city partners who helped to make this possible. Additionally, we are grateful to the Utah League of Cities and Towns and USU Extension for their financial support.
What is in this report?
This report describes findings from the 2022 Millcreek survey and some comparative information with other project cities. Feedback from city leaders, planners, and residents is welcome.
How was the survey conducted?
Starting in March of 2022, Millcreek City advertised the survey via social media and an electronic newsletter. All city residents age 18+ were encouraged to take the online Qualtrics survey.
How many people responded?
- 274 viable surveys were recorded in this 2022 survey effort with 90.1% complete responses.
- The adult population of Millcreek was estimated at 47,215, based on the 2016-2020 American Community Survey by the U.S. Census. The 274 survey responses in 2022 represent 0.6% of the adult population and have a conservative margin of error of 5.90%.
Key Findings
Overall Personal Wellbeing and Community Wellbeing in Millcreek were above average among the 33 study cities. Personal Wellbeing, domain ratings, and domain importance varied in Millcreek by demographic variables with age, religion, and household income being particularly influential.
Highest Rated Wellbeing Categories:
- Living Standards
- Education
- Mental Health
- Physical Health
Most Important Wellbeing Categories:
- Mental Health
- Safety and Security
- Physical Health
- Living Standards
Red Zone Wellbeing Categories:
(High Importance, Low Rating)
- Safety and Security
- Local Environmental Quality
Many indicated Population Growth Rate is too fast, but that the Pace of Economic Development is just right.
Top concerns for the future of Millcreek were:
- Air Quality (93% Moderate or Major Concern)
- Water Supply (91% Moderate or Major Concern)
- Climate Change (83% Moderate or Major Concern)
- Affordable Housing (79% Moderate or Major Concern)
- Roads and Transportation (78% Moderate or Major Concern)
What do people value most about Millcreek?
Surrounding nature, social climate, friendliness.
Key Wellbeing Issues and Resource Areas
In addition to providing partner cities with the opportunity to take part in surveys, the Utah Wellbeing Project has worked to provide curated resources for community leaders and citizens that aim to improve specific aspects of wellbeing. These Wellbeing Resources can be found on the Utah Wellbeing Project Website, along with other useful tools and information.
Based on results of the 2022 Utah Wellbeing Project Surveys in Millcreek City, key wellbeing issues include: Safety and Security, Local Environmental Quality, Air Quality, Water Supply, and Climate Change. Below you will find links to specific wellbeing resource areas we believe may be used to target some of these issues.
Survey Respondent Characteristics
Table 1.1
| Full Time Residents of Millcreek | 97.1% |
| Part Time Residents of Millcreek | 2.9% |
| Length of Residency — Range | 1- 88 years |
| Length of Residency — Average | 23.6 years |
| Length of Residency — Median | 21 years |
| Length of Residence 5 years or less | 18.3% |
Table 1.2
| Zipcode | Percent of Respondents |
| 84106 | 25.9% |
| 84107 | 4.4% |
| 84109 | 52.9% |
| 84124 | 14.2% |
| 84117 | 1.8% |
| Other | 0.8 |
Demographic characteristics of the survey respondents were compared below with U.S. Census information from the 2016-2020 American Community Survey. As the table shows, 2022 survey respondents were not fully representative of Millcreek. People who are female, age 60-69, have at least a 4- year college degree, are married, own their home, and those with incomes $150,000 or over were particularly overrepresented. People age 18-29, who are employed, and those with incomes ranging from under $25,000 to $49,999 were particularly underrepresented. Not all respondents provided demographic information. Weighting was not used in any of the analysis for the findings presented below.
Table 2
Demographic Characteristics of Survey Respondents and U.S. Census Data for Millcreek
| Demographic Characteristics | Millcreek Wellbeing Survey | American Community Survey 2016-2020 Estimates |
|---|---|---|
| Online 2022 274 Respondents |
||
| Age 18-29 | 4.9% | 22.3% |
| Age 30-39 | 13.1% | 20.8% |
| Age 40-49 | 15.1% | 15.9% |
| Age 50-59 | 18.8% | 13.3% |
| Age 60-69 | 27.3% | 12.4% |
| Age 70 or over | 20.8% | 15.3% |
| Adult Female | 66.7% | 51.0% |
| Adult Male | 33.3% | 49.0% |
| Adult non-conforming or non-binary |
0.0% | NA |
| No college degree | 20.1% | 48.1% |
| College degree (4-year) | 79.9% | 51.9% |
| Median household income | NA | $74,325 |
| Income under $25,000 | 2.2% | 14.7% |
| Income $25,000 to $49,999 | 9.0% | 19.1% |
| Income $50,000 to $74,999 | 13.0% | 16.6% |
| Income $75,000 to $99,999 | 18.8% | 14.0% |
| Income $100,000 to $149,999 | 22.0% | 17.6% |
| Income $150,000 or over | 35.0% | 18.0% |
| Church of Jesus Christ of Latter-day Saints | 33.2% | NA |
| Other religion | 22.7% | NA |
| Agnostic/Atheist/No religious preference | 44.1% | NA |
| Hispanic/Latino | 3.4% | 9.5% |
| White | 94.9% | 85.8% |
| Nonwhite | 5.1% | 14.2% |
| Married | 78.8% | 49.0% |
| Children under 18 in household | 26.7% | 27.8% |
| Employed | 53.9% | 65.9% |
| Out of work and looking for work | 0.8% | 2.6% |
| Other | 45.3% | 31.5% |
| Own home/Owner occupied | 93.9% | 61.8% |
| Rent home/Renter occupied/Other | 6.1% | 38.2% |
Overall Personal Wellbeing and Overall Wellbeing in Millcreek
Survey participants were asked about their overall personal wellbeing and overall community wellbeing in Millcreek. These wellbeing indicators were both measured on a 5-point scale from very poor (1) to excellent (5). The average personal wellbeing score in Millcreek was 4.25 with 85% of respondents indicating their wellbeing at a 4 or 5 on the 5-point scale. The average score for community wellbeing in Millcreek was 3.79 with 65% of respondents indicating city wellbeing at a 4 or 5 on the 5-point scale.


Overall personal wellbeing was highest for those in zipcode 84117, but this difference was not statistically significant.
Comparing Wellbeing Across Utah Cities
The Utah League of Cities and Towns classifies Millcreek as a City of the 1st & 2nd Class (and we have combined these with Mid-sized Cities). Some cities may fit within more than one cluster.
Within the more urban city cluster, Millcreek scored second highest in terms of the average overall personal wellbeing score and above average in terms of the average community wellbeing score. Millcreek was statistically significantly higher than Tooele, Logan, and Midvale in terms of overall personal wellbeing. In terms of community wellbeing, Millcreek was significantly higher than Tooele, Midvale, Logan, and West Jordan. Margins of error are particularly high for Delta, Helper, Midvale, and Santaquin due to low survey response.


Wellbeing Domains in Millcreek
According to national and international entities that track wellbeing, there are a number of common dimensions or domains of wellbeing. In this survey, respondents rated ten domains on a 5-point scale from poor to excellent, suggesting how their wellbeing was doing in each area. They were also asked to indicate the importance of each domain to their overall personal wellbeing on a 5-point scale from not at all important to very important. The top three highest rated wellbeing domains for respondents in Millcreek were Living Standards (89%), Education (84%), and Mental Health (82%). The four most important wellbeing domains were Mental Health (99%), Safety and Security (97%), Physical Health (97%), and Living Standards (95%)


Wellbeing Matrix for Millcreek
The graph below illustrates the relationship between the average rating and the average importance of wellbeing domains for survey respondents from Millcreek. Living Standards, Mental Health, and Physical Health were highly important and rated above average among the domains. Safety and Security and Local Environmental Quality fell in the “red zone” of higher importance, but lower ratings.

How are Demographic Characteristics Related to Wellbeing?
The demographic variables for age, gender, college degree, religion, income, and length of residence were found to have varying relationships among Millcreek respondents as shown in the table below based on a generalized linear model with unweighted data. The +/- sign indicates whether the wellbeing score in the specific demographic group was significantly higher or lower than the reference group in each demographic variable (p<.05).
Table 3
Relationship Between Demographic Characteristics and Wellbeing Domains in Millcreek
| Domains Rated | Demographic Variables | |||||
|---|---|---|---|---|---|---|
| Age 60+ | Female | College Degree | Latter-day Saint | Highest Income ($150,000+) |
Resident 5 Years or Less | |
| Wellbeing Ratings | ||||||
| Overall Personal Wellbeing | + vs 40-59 |
+ vs Other |
+ vs Under $75,000 |
|||
| Wellbeing in Millcreek | ||||||
| Connection with Nature | + |
|||||
| Cultural Opportunities | + |
|||||
| Education | + |
|||||
| Leisure Time | + vs 40-59 |
+ vs $75,000- $99,999 |
||||
| Living Standards | + |
+ vs Other |
||||
| Local Environmental Quality | + |
|||||
| Mental Health | + |
+ vs Other |
||||
| Physical Health | + vs Under $75,000- $99,999 |
|||||
| Safety & Security | ||||||
| Social Connections | + vs 40-59 |
+ vs Other |
+ vs Under $75,000- $99,999 |
- | ||
| Age 60+ | Female | College Degree | Latter-day Saint | Highest Income ($150,000+) |
Resident 5 Years or Less | |
| Domains | Domain Importance | |||||
| Connection with Nature | + | - vs A/A/NP |
||||
| Cultural Opportunities | + | - vs Under $75,000 |
||||
| Education | - vs 18-39 |
+ |
||||
| Leisure Time | ||||||
| Living Standards | + |
|||||
| Local Environmental Quality | + vs 18-39 |
+ |
- vs A/A/NP |
- vs $100,000- $149,999 |
+ | |
| Mental Health | + |
|
||||
| Physical Health | + |
|||||
| Safety and Security | + |
+ |
||||
| Social Connections | ||||||
Community Action and Connection in Millcreek
Survey participants were asked about community actions and community connection in Millcreek. Both questions were scored on a 5-point scale from not at all (1) to a great deal (5). When asked about the degree to which people take action together in response to local problems or opportunities in Millcreek, the average score was 3.27. When asked about the degree they feel connected to their community, the average score was 3.31.


Latter-day Saints reported higher levels of community connection and higher perceptions of local action than those from other religions or those who indicated Agnostic/Atheist/No Religious Preference. This was based on a generalized linear model with unweighted data (p < 0.05).
Table 4
Demographic Characteristics and Community Questions
| Community Questions | Age 60+ | Female | College Degree | Latter-day Saint | Highest Income ($150,000+) |
Resident 5 Years or Less |
|---|---|---|---|---|---|---|
| Do people in Millcreek take action? | + | |||||
| Do you feel connected to your community? | + |
A significant, positive relationship was found between individuals’ community connection and overall personal wellbeing.

Comparing Community Action and Connection Across Cities
The graphs below show how Wellbeing Project cities compare on the degree to which people take action in response to local problems and opportunities and how connected people feel to their city as a community. Millcreek was in the upper half on perceived community action and community connection based on the number of people indicating a 4 or 5 on a 5-point scale. Margins of error are particularly high for Delta, Helper, Midvale, and Santaquin due to low survey response.


Participation in Recreation and Nature-Related Activities
Respondents were asked to indicate whether or not they participated in eight different recreation or nature-based activities in the past 12 months. Enjoying wildlife and birds in your yard or neighborhood (89%) was the most common activity for respondents, followed by gardening (89%) and recreating in parks in the city (80%).

For Millcreek respondents, none of the activities above were significantly related to overall personal wellbeing.
Recreating in city parks and enjoying wildlife and birds in yard or neighborhood were positively and significantly related to community wellbeing.
Participating in city recreation programs, recreating in city parks, and enjoying wildlife and birds in yard or neighborhood were positively and significantly related to community connection.
Influence of Landscape on Wellbeing
Survey participants were asked about the influence of landscape features on their wellbeing. Natural landscapes including mountains, trails, rivers and streams, and city parks were found to have an overwhelmingly positive influence on wellbeing. In terms of development and industry in the landscape, respondents were more divided. There was a particularly strong negative perception of extractive industry among Millcreek respondents.

Perspectives on Population Growth and Economic Development
The majority of Millcreek survey respondents indicated they felt population growth was too fast (49%). On the pace of economic development respondents were more evenly distributed, with 47% indicating it was just right, 30% too fast, and 9% too slow.


The graphs below show how Millcreek compares to other participating cities in the Wellbeing Project on these perceptions of population growth and economic development in 2022. Margins of error are particularly high for Delta, Helper, Midvale, and Santaquin due to low survey response.

Concerns in Millcreek
Survey respondents indicated the degree to which a number of possible local issues were a concern as they look to the future of Millcreek. Air Quality, Water Supply, and Climate Change were the top three concerns with at least 83% of respondents indicating these were moderate or major concerns.

Other concerns were raised by 45 respondents who filled in the “other” category. Responses identical to the categories above are not included in the table.
Table 5
Other Concerns Mentioned |
||
|---|---|---|
| Walkability, bikeability (7) | Gun safety | Cronyism |
| High density housing, overdevelopment (6) | Homeless population | Traffic |
| Infrastructure (2) | Utilities | Economy |
| Taxes (2) | Slowing the pace of life | Littering |
| Government (2) | Recycling | Restaurants |
| Noise and light pollution (2) | Education | Cultural Inclusivity |
| Religion (2) | Gravel pit | Grand design |
Open Comments
Survey respondents were asked to comment on what they value most about Millcreek and to provide any additional comments about wellbeing in Millcreek. Comments have been shared with city leaders. In summary, most of the residents of Millcreek valued the nature and beauty, especially the mountains and canyons. Many also valued the social climate, often referring to the friendliness of neighbors and a sense of community. Recreation and location were also valued. Many Millcreek residents valued the parks and trails as well as the “central location” of Millcreek to work/the city/etc. In the additional comments section many Millcreek residents commented on transportation. Many comments were wanting more/improved road conditions for roads, bike lanes, sidewalks, light posts, etc. Many residents also commented on growth and development, especially in favor for no more high-density housing. Recreation and government were also commented on. Residents of Millcreek wanted to see more parks.