Farmington Hills, MI

Census Place

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2019 Population
81,214
0.329% 1-year decline
US Senator
Debbie Stabenow
Democratic Party
US Senator
Gary Peters
Democratic Party
2019 Median Age
42.9
2.05% 1-year decrease
2019 Poverty Rate
6.8%
0.814% 1-year decrease
2019 Median Household Income
$83,268
2.54% 1-year growth
2019 Median Property Value
$257,300
3.5% 1-year growth
2019 Employed Population
42,755
0.272% 1-year growth

About

In 2019, Farmington Hills, MI had a population of 81.2k people with a median age of 42.9 and a median household income of $83,268. Between 2018 and 2019 the population of Farmington Hills, MI declined from 81,482 to 81,214, a −0.329% decrease and its median household income grew from $81,203 to $83,268, a 2.54% increase.

The 5 largest ethnic groups in Farmington Hills, MI are White (Non-Hispanic) (60.9%), Black or African American (Non-Hispanic) (19.9%), Asian (Non-Hispanic) (14.1%), Two+ (Non-Hispanic) (2.21%), and White (Hispanic) (1.84%). 0% of the households in Farmington Hills, MI speak a non-English language at home as their primary language.

89.1% of the residents in Farmington Hills, MI are U.S. citizens.

The largest universities in Farmington Hills, MI are Michigan School of Psychology (70 degrees awarded in 2019) and Paul Mitchell The School-Farmington Hills (66 degrees).

In 2019, the median property value in Farmington Hills, MI was $257,300, and the homeownership rate was 62.6%. Most people in Farmington Hills, MI drove alone to work, and the average commute time was 24.3 minutes. The average car ownership in Farmington Hills, MI was 2 cars per household.

Diversity

Farmington Hills, MI is home to a population of 81.2k people, from which 89.1% are citizens. As of 2019, 21.7% of Farmington Hills, MI residents were born outside of the country (17.6k people).

In 2019, there were 3.05 times more White (Non-Hispanic) residents (49.4k people) in Farmington Hills, MI than any other race or ethnicity. There were 16.2k Black or African American (Non-Hispanic) and 11.4k Asian (Non-Hispanic) residents, the second and third most common ethnic groups.

Race and Ethnicity

Race and Ethnicity

The 3 largest ethnic groups in Farmington Hills, MI
  1. White (Non-Hispanic)
    49.4k ± 1.19k
  2. Black or African American (Non-Hispanic)
    16.2k ± 1.09k
  3. Asian (Non-Hispanic)
    11.4k ± 875
2.26%
Hispanic Population
1.83k people

In 2019, there were 3.05 times more White (Non-Hispanic) residents (49.4k people) in Farmington Hills, MI than any other race or ethnicity. There were 16.2k Black or African American (Non-Hispanic) and 11.4k Asian (Non-Hispanic) residents, the second and third most common ethnic groups.

2.26% of the people in Farmington Hills, MI are hispanic (1.83k people).

The following chart shows the 7 races represented in Farmington Hills, MI as a share of the total population.

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Heritage

Foreign-Born Population

21.7%
2019 Foreign-Born Population
17.6k people
21.5%
2018 Foreign-Born Population
17.5k people

As of 2019, 21.7% of Farmington Hills, MI residents (17.6k people) were born outside of the United States, which is higher than the national average of 13.7%. In 2018, the percentage of foreign-born citizens in Farmington Hills, MI was 21.5%, meaning that the rate has been increasing.

The following chart shows the percentage of foreign-born residents in Farmington Hills, MI compared to that of it's neighboring and parent geographies.

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Age by Nativity

44
Median Native-Born Age
± 1.4
41
Median Foreign-Born Age
± 1.8

In 2019, the median age of all people in Farmington Hills, MI was 42.9. Native-born citizens, with a median age of 44, were generally older than foreign-born citizens, with a median age of 41. But people in Farmington Hills, MI are getting getting younger. In 2018, the average age of all Farmington Hills, MI residents was 44.

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Global Diversity

The PUMS dataset is not available at the Place level, so we are showing data for Michigan.
Most Common Origin
  1. Mexico
    80,443 ± 6,935 people
  2. India
    73,340 ± 6,624 people
  3. Iraq
    55,052 ± 5,745 people

In 2019, the most common birthplace for the foreign-born residents of Michigan was Mexico, the natal country of 80,443 Michigan residents, followed by India with 73,340 and Iraq with 55,052.

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Citizenship

89.1%
2019 Citizenship
90%
2018 Citizenship

As of 2019, 89.1% of Farmington Hills, MI residents were US citizens, which is lower than the national average of 93.4%. In 2018, the percentage of US citizens in Farmington Hills, MI was 90%, meaning that the rate of citizenship has been decreasing.

The following chart shows US citizenship percentages in Farmington Hills, MI compared to that of it's neighboring and parent geographies.

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Military

Veterans

Most Common Service Period
  1. Vietnam
    1,170 ± 188
  2. Korea
    534 ± 119
  3. Gulf War (1990s)
    465 ± 145

Farmington Hills, MI has a large population of military personnel who served in Vietnam, 2.19 times greater than any other conflict.

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COVID-19

Daily New Cases by Date

Showing data at the state level for Michigan. Hospitalization data for some states may be delayed or not reported.
Y-Axis

This chart shows the number of COVID-19 daily new cases by date in Michigan, as a 7-day rolling average, compared with the four states with the most similar number of confirmed cases.

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Unemployment Insurance Claims

Data is only available at the state level. Showing data for Michigan.

This chart shows weekly unemployment insurance claims in Michigan (not-seasonally adjusted) compared with the four states with the most similar impact.

The most recent data point uses Advance State Claims data, which can be revised in subsequent weeks.

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Employment by Industry Sector

Data is only available at the state level. Showing data for Michigan.
Y-Axis
8.45%
Year-over-year growth
Employment change between May 2020 and May 2021

As of May 2021, there are 145M people employed in Michigan. This represents a 8.45% increase in employment when compared to May 2020.

The following chart shows monthly employment numbers for each industry sector in Michigan.

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Community Mobility

Data is only available at the state level. Showing data for Michigan.

This chart presents movement trends over time in the state of Michigan across different categories of places such as retail and recreation, groceries and pharmacies, parks, transit stations, workplaces, and residential.

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Economy

Median household income in Farmington Hills, MI is $83,268. In 2019, the place with the highest median household income in Farmington Hills, MI was Census Tract 1688 with a value of $139,191, followed by Census Tract 1684 and Census Tract 1681, with respective values of $138,148 and $130,859.

Males in Michigan have an average income that is 1.37 times higher than the average income of females, which is $49,622. The income inequality in Michigan (measured using the Gini index) is 0.475, which is lower than than the national average.

The economy of Farmington Hills, MI employs 42.8k people. The largest industries in Farmington Hills, MI are Manufacturing (8,223 people), Health Care & Social Assistance (6,833 people), and Professional, Scientific, & Technical Services (5,328 people), and the highest paying industries are Management of Companies & Enterprises ($100,000), Manufacturing ($86,392), and Professional, Scientific, & Technical Services ($76,393).

Wages

Median Household Income

$83,268
2019 value
± $2,574
2.54%
1 Year Growth
± 5.11%

Households in Farmington Hills, MI have a median annual income of $83,268, which is more than the median annual income of $65,712 across the entire United States. This is in comparison to a median income of $81,203 in 2018, which represents a 2.54% annual growth.

The following chart shows how the median household income in Farmington Hills, MI compares to that of its neighboring and parent geographies.

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Wage by Gender in Common Jobs

The PUMS dataset is not available at the Place level, so we are showing data for Michigan.
$67,777
Average Male Salary in Michigan
± $1,173
$49,622
Average Female Salary in Michigan
± $892

In 2019, full-time male employees in Michigan made 1.37 times more than female employees.

This chart shows the gender-based wage disparity in the 5 most common occupations in Michigan by number of full-time employees.

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Wage by Race and Ethnicity in Common Jobs

The PUMS dataset is not available at the Place level, so we are showing data for Michigan.
Highest Average Salaries by Race & Ethnicity in Michigan
  1. Asian
    $66,769 ± $4,515
  2. Native Hawaiian and Other Pacific Islander
    $58,569 ± $71,898
  3. White
    $51,731 ± $750

In 2019 the highest paid race/ethnicity of Michigan workers was Asian. These workers were paid 1.14 times more than Native Hawaiian and Other Pacific Islander workers, who made the second highest salary of any race/ethnicity in Michigan.

This chart shows the race- and ethnicity-based wage disparities in the 5 most common occupations in Michigan by number of full-time employees.

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Wage Distribution

The closest comparable wage GINI for Farmington Hills, MI is from Michigan.
0.475
2019 Wage GINI in Michigan
0.476
2018 Wage GINI in Michigan

In 2019, the income inequality in Michigan was 0.475 according to the GINI calculation of the wage distribution. Income inequality had a 0.169% decline from 2018 to 2019, which means that wage distribution grew somewhat more even. The GINI for Michigan was lower than than the national average of 0.478. In other words, wages are distributed more evenly in Michigan in comparison to the national average.

This chart shows the number of workers in Michigan across various wage buckets compared to the national average.

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Income by Location

Use the dropdown to filter by race/ethnicity.
Race/Ethnicity
Highest Median Household Income (Total)
  1. Census Tract 1688
  2. Census Tract 1684
  3. Census Tract 1681

In 2019, the place with the highest Median Household Income (Total) in Farmington Hills, MI was Census Tract 1688 with a value of $139,191, followed by Census Tract 1684 and Census Tract 1681, with respective values of $138,148 and $130,859.

The following map shows all of the places in Farmington Hills, MI colored by their Median Household Income (Total).

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Poverty by Age and Gender

Males 18 - 24
Largest Demographic Living in Poverty

6.8% of the population for whom poverty status is determined in Farmington Hills, MI (5.49k out of 80.8k people) live below the poverty line, a number that is lower than the national average of 12.3%. The largest demographic living in poverty are Males 18 - 24, followed by Females 75+ and then Females 18 - 24.

The Census Bureau uses a set of money income thresholds that vary by family size and composition to determine who classifies as impoverished. If a family's total income is less than the family's threshold than that family and every individual in it is considered to be living in poverty.

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Poverty by Race and Ethnicity

Largest Race or Ethnicity Living in Poverty
  1. White
    3,525 ± 429
  2. Black
    1,255 ± 360
  3. Asian
    490 ± 306

The most common racial or ethnic group living below the poverty line in Farmington Hills, MI is White, followed by Black and Asian.

The Census Bureau uses a set of money income thresholds that vary by family size and composition to determine who classifies as impoverished. If a family's total income is less than the family's threshold than that family and every individual in it is considered to be living in poverty.

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Occupations

Employment by Occupations

42.8k
2019 Value
± 1,510
0.272%
1 Year growth
± 4.92%

From 2018 to 2019, employment in Farmington Hills, MI grew at a rate of 0.272%, from 42.6k employees to 42.8k employees.

The most common job groups, by number of people living in Farmington Hills, MI, are Management Occupations (5,792 people), Sales & Related Occupations (4,357 people), and Office & Administrative Support Occupations (4,145 people). This chart illustrates the share breakdown of the primary jobs held by residents of Farmington Hills, MI.

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Most Common

The most common jobs held by residents of Farmington Hills, MI, by number of employees, are Management Occupations (5,792 people), Sales & Related Occupations (4,357 people), and Office & Administrative Support Occupations (4,145 people).

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Most Specialized

Compared to other places, Farmington Hills, MI has an unusually high number of residents working as Architecture & Engineering Occupations (3.21 times higher than expected), Computer & Mathematical Occupations (2.7 times), and Health Diagnosing & Treating Practitioners & Other Technical Occupations (1.51 times).

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Highest Paid

The highest paid jobs held by residents of Farmington Hills, MI, by median earnings, are Architecture & Engineering Occupations ($92,798), Legal Occupations ($92,734), and Management Occupations ($89,186).

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Industries

Employment by Industries

42.8k
2019 Value
± 1,510
0.272%
1 Year growth
± 4.92%

From 2018 to 2019, employment in Farmington Hills, MI grew at a rate of 0.272%, from 42.6k employees to 42.8k employees.

The most common employment sectors for those who live in Farmington Hills, MI, are Manufacturing (8,223 people), Health Care & Social Assistance (6,833 people), and Professional, Scientific, & Technical Services (5,328 people). This chart shows the share breakdown of the primary industries for residents of Farmington Hills, MI, though some of these residents may live in Farmington Hills, MI and work somewhere else. Census data is tagged to a residential address, not a work address.

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Most Common

The most common industries in Farmington Hills, MI, by number of employees, are Manufacturing (8,223 people), Health Care & Social Assistance (6,833 people), and Professional, Scientific, & Technical Services (5,328 people).

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Most Specialized

Compared to other places, Farmington Hills, MI has an unusually high number of Management of Companies & Enterprises (2.37 times higher than expected), Manufacturing (1.92 times), and Professional, Scientific, & Technical Services (1.72 times) industries.

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Highest Paying

The highest paying industries in Farmington Hills, MI, by median earnings, are Management of Companies & Enterprises ($100,000), Manufacturing ($86,392), and Professional, Scientific, & Technical Services ($76,393).

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Domestic Trade

Domestic Production & Consumption

Domestic production and consumption consists of products and services shipped from Michigan to other states, or from other states to Michigan.
Top Domestic Production in Dollars
  1. $213B
  2. $50.8B
  3. $37.9B

In 2018, the top outbound Michigan product (by dollars) was Motorized vehicles with $213B, followed by Machinery ($50.8B) and Mixed freight ($37.9B).

The following chart shows the share of these products in relation to all outbound Michigan products.

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Domestic Trade Growth

Showing data for Michigan.
$636B
2018 Value in Michigan
$1.17T
Projected 2045 Value in Michigan
83.6% growth

In 2018, total outbound Michigan trade was $636B. This is expected to increase 83.6% to $1.17T by 2045.

The following chart shows how the domestic outbound Michigan trade is projected to change in comparison to its neighboring states.

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Interstate Trade

Interstate trade consists of products and services shipped from Michigan to other states, or from other states to Michigan.
Most Common Trade Partners
  1. $44B
  2. $33.2B
  3. $30.5B

In 2018, the top outbound Michigan domestic partner for goods and services (by dollars) was Ohio with $44B, followed by Indiana with $33.2B and Texas and $30.5B.

The following map shows the amount of trade that Michigan shares with each state (excluding itself).

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Civics

In the 2016 presidential election, the popular vote in Oakland County, MI went to Hillary Rodham Clinton with 51.6% of the vote. The runner-up was Donald J. Trump (43.5%), followed by Other (4.87%). The most partisan county was Missaukee County, MI with 73.6% of the vote going to Donald J. Trump running for the Republican Party.

Debbie Stabenow and Gary Peters are the senators currently representing the state of Michigan. In the United States, senators are elected to 6-year terms with the terms for individual senators staggered.

Michigan is currently represented by 14 members in the U.S. house, and members of the House of Representives are elected to 2-year terms.

Presidential Popular Vote by County

Presidential voting results are only available at the county level. Showing data for the counties inside of Michigan.
Showing data up to the 2016 election. Updated election results are currently being processed, and will be released in the coming months.
Hillary Rodham Clinton
Popular Vote for Oakland County, MI
51.6% for the Democratic Party
Most Partisan Counties in Michigan
  1. 73.6% for Donald J. Trump (Republican Party)
  2. 70.7% for Donald J. Trump (Republican Party)
  3. 69.9% for Donald J. Trump (Republican Party)

In the 2016 presidential election, the most partisan county in Michigan was Missaukee County, MI with 73.6% of the vote going to Donald J. Trump running for the Republican Party.

The following map shows the counties in Michigan colored by their party leaning.

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US Senators from Michigan

Senatorial voting results are only available at the state level. Showing data for Michigan.
Debbie Stabenow
Senator from Michigan1
Assumed office on January 3, 2001
Gary Peters
Senator from Michigan2
Assumed office on January 3, 2015

Debbie Stabenow and Gary Peters are the senators currently representing Michigan.

In the United States, senators are elected to 6-year terms with the terms for individual senators staggered.

The following chart shows elected senators in Michigan over time, excluding special elections, colored by their political party.

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US Representatives from Michigan

Michigan is currently represented by 14 members in the U.S. house.

Members of the House of Representives are elected to 2-year terms, and the following chart shows the how the members for Michigan have changed over time starting in 2008.

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Education

In 2019, universities in Farmington Hills, MI awarded 136 degrees. The student population of Farmington Hills, MI is skewed towards women, with 48 male students and 266 female students.

Most students graduating from Universities in Farmington Hills, MI are White (93 and 68.4%), followed by Black or African American (34 and 25%), Two or More Races (6 and 4.41%), and Asian (1 and 0.735%).

The largest universities in Farmington Hills, MI by number of degrees awarded are Michigan School of Psychology (70 and 51.5%) and Paul Mitchell The School-Farmington Hills (66 and 48.5%).

The most popular majors in Farmington Hills, MI are Clinical Psychology (70 and 51.5%), General Cosmetology (64 and 47.1%), and Cosmetology, Barber, & Nail Instructor (2 and 1.47%).

Concentrations

Most Common
  1. 64 degree-majorss awarded
  2. N/A
    N/A degree-majorss awarded
  3. N/A
    N/A degree-majorss awarded

In 2019, the most common concentation for 1 to 2 Year Postsecondary Certificate recipients in Farmington Hills, MI was General Cosmetology with 64 degrees awarded.

This visualization illustrates the percentage of students graduating with a 1 to 2 Year Postsecondary Certificate from schools in Farmington Hills, MI according to their major.

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Universities

Largest Universities by degrees awarded
  1. 70 degrees awarded
  2. 66 degrees awarded

In 2019, the Farmington Hills, MI institution with the largest number of graduating students was Michigan School of Psychology with 70 degrees awarded.

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Student Gender for Common Institutions

14
Degrees Awarded to Men
122
Degrees Awarded to Women

In 2019, 14 men were awarded degrees from institutions in Farmington Hills, MI, which is 0.115 times less than the 122 female students who received degrees in the same year.

This chart displays the gender disparity between the institutions in Farmington Hills, MI by degrees awarded.

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Student Race and Ethnicity

Most Common Student Race or Ethnicity
  1. White
    93 degrees awarded
  2. Black or African American
    34 degrees awarded
  3. Two or More Races
    6 degrees awarded

In 2019 the most common race/ethnicity group awarded degrees at institutions in Farmington Hills, MI was White students. These 93 degrees mean that there were 2.74 times more degrees awarded to White students then the next closest race/ethnicity group, Black or African American, with 34 degrees awarded.

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Housing & Living

The median property value in Farmington Hills, MI was $257,300 in 2019, which is 1.07 times larger than the national average of $240,500. Between 2018 and 2019 the median property value increased from $248,600 to $257,300, a 3.5% increase. The homeownership rate in Farmington Hills, MI is 62.6%, which is lower than the national average of 64.1%. People in Farmington Hills, MI have an average commute time of 24.3 minutes, and they drove alone to work. Car ownership in Farmington Hills, MI is approximately the same as the national average, with an average of 2 cars per household.

Housing

Property Value

$257,300
2019 Median
± $4,757
$248,600
2018 Median
± $5,162

In 2019, the median property value in Farmington Hills, MI grew to to $257,300 from the previous year's value of $248,600.

The following charts display, first, the property values in Farmington Hills, MI compared to it's parent and neighbor geographies and, second, owner-occupied housing units distributed between a series of property value buckets compared to the national averages for each bucket. In Farmington Hills, MI the largest share of households have a property value in the $300k - $400k range.

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Household Income

Please note that the buckets used in this visualization were not evenly distributed by ACS when publishing the data.
$83,268
Median Household Income
± $2,574
34k
Number of Households
± 1,177

In 2019, the median household income of the 34k households in Farmington Hills, MI grew to $83,268 from the previous year's value of $81,203.

The following chart displays the households in Farmington Hills, MI distributed between a series of income buckets compared to the national averages for each bucket. The largest share of households have an income in the $75k - $100k range.

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Property Taxes

$3k+
Average Range

This chart shows the households in Farmington Hills, MI distributed between a series of property tax buckets compared to the national averages for each bucket. In Farmington Hills, MI the largest share of households pay taxes in the $3k+ range.

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Rent vs Own

62.6%
2019 Homeownership
62.3%
2018 Homeownership

In 2019, 62.6% of the housing units in Farmington Hills, MI were occupied by their owner. This percentage grew from the previous year's rate of 62.3%.

This percentage of owner-occupation is lower than the national average of 64.1%. This chart shows the ownership percentage in Farmington Hills, MI compared it's parent and neighboring geographies.

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Commute Time

24.3 minutes
Average Travel Time

Using averages, employees in Farmington Hills, MI have a shorter commute time (24.3 minutes) than the normal US worker (25.5 minutes). Additionally, 0.668% of the workforce in Farmington Hills, MI have "super commutes" in excess of 90 minutes.

The chart below shows how the median household income in Farmington Hills, MI compares to that of it's neighboring and parent geographies.

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Commuter Transportation

Most Common Commute in 2019
  1. Drove Alone (86.5%)
  2. Carpooled (7.01%)
  3. Worked At Home (4.36%)

In 2019, 86.5% of workers in Farmington Hills, MI drove alone to work, followed by those who carpooled to work (7.01%) and those who worked at home (4.36%).

The following chart shows the number of households using each mode of transportation over time, using a logarithmic scale on the y-axis to help better show variations in the smaller means of commuting.

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Transportation

Car Ownership

2 cars
Average Number

The following chart displays the households in Farmington Hills, MI distributed between a series of car ownership buckets compared to the national averages for each bucket. The largest share of households in Farmington Hills, MI have 2 cars, followed by false.

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Health

96% of the population of Farmington Hills, MI has health coverage, with 60.6% on employee plans, 7.49% on Medicaid, 15.1% on Medicare, 12.2% on non-group plans, and 0.574% on military or VA plans.

Per capita personal health care spending in Michigan was $8,055 in 2014. This is a 4% increase from the previous year ($7,745).

Primary care physicians in Oakland County, MI see 708 patients per year on average, which represents a 1.26% decrease from the previous year (717 patients). Compare this to dentists who see 909 patients per year, and mental health providers who see 278 patients per year.

Comparing across all counties in the state, Montmorency County has the highest prevalence of diabetes (18.6%). Additionally, Gratiot County has the highest prevalence of adult obesity (45.6%)

Patient to Clinician Ratios

Data is only available at the country level. Showing data for Oakland County, MI.
708 to 1
Patient to Primary Care Physician Ratio in Oakland County, MI

Primary care physicians in Oakland County, MI see an average of 708 patients per year. This represents a 1.26% decrease from the previous year (717 patients).

The following chart shows how the number of patients seen by primary care physicians has been changing over time in Oakland County, MI in comparison to its neighboring geographies.

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Behavioral Health Conditions

Data only available at the state level.
State with the Highest Prevalence
  1. 8.26% of the population affected
  2. 8.13% of the population affected
  3. 7.98% of the population affected

In 2016, West Virginia had the highest prevalence of adults with major depressive episode, with 8.26% of the population affected. The second highest is Arkansas (8.13%), followed by New Hampshire (7.98%).

The following map shows the percent of individuals with major depressive episode by state over multiple years.

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Access and Quality

Data only available at state level.
Most prevalent states
  1. 19.2% of adults
  2. 17.9% of adults
  3. 17.6% of adults

In 2016, Mississippi had the highest prevalence of adults who haven't seen a doctor in the past 12 months due to cost, at 19.2%. It is followed by Texas (17.9%) and Louisiana (17.6%).

The following map shows the prevalence of adults who haven't seen a doctor in the past 12 months due to cost by state over multiple years.

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Health Care Spending

Data is only available at the state level. Showing data for Michigan.
$8,055
Total Per Capita Spending on Personal Health Care in Michigan
$3,950
Per Enrollee Private Health Insurance Spending on Personal Health Care
$5,915
Per Enrollee Medicaid Spending on Personal Health Care
$11,318
Per Enrollee Medicare Spending on Personal Health Care

Between 2013 and 2014, all personal health care spending per capita in Michigan (including private, Medicare, and Medicaid) grew 4%, from $7,745 to $8,055.

The following chart shows how this spending changed over time in comparison to Medicaid, Medicare, and private insurance spending, per enrollee.

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Health Care Coverage

4.03%
Uninsured
60.6%
Employer Coverage
7.49%
Medicaid
15.1%
Medicare
12.2%
Non-Group
0.574%
Military or VA

Between 2018 and 2019, the percent of uninsured citizens in Farmington Hills, MI declined by 12.1% from 4.59% to 4.03%.

The following chart shows how the percent of uninsured individuals in Farmington Hills, MI changed over time compared with the percent of individuals enrolled in various types of health insurance.

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Health Risks

Data available at the county level.
Most at risk counties
  1. 18.6% prevalence
  2. 18.3% prevalence
  3. 17.1% prevalence

Montmorency County has the highest prevalence of diabetes in Michigan, at 18.6%.

The following map shows the prevalence of diabetes in Michigan by county over multiple years.

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