Northampton County, PA

County

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Population
304,807
0.462% 1-year growth
US Senator
Bob Casey Jr.
Democratic Party
US Senator
Pat Toomey
Republican Party
Median Age
42.4

Poverty Rate
9.12%

Median Household Income
$68,591
3.82% 1-year growth
Median Property Value
$225,000
6.13% 1-year growth
Number of Employees
148,551
1.2% 1-year decline

About

In 2018, Northampton County, PA had a population of 305k people with a median age of 42.4 and a median household income of $68,591. Between 2017 and 2018 the population of Northampton County, PA grew from 303,405 to 304,807, a 0.462% increase and its median household income grew from $66,066 to $68,591, a 3.82% increase.

The 5 largest ethnic groups in Northampton County, PA are White (Non-Hispanic) (75.9%), White (Hispanic) (9.01%), Black or African American (Non-Hispanic) (5.33%), Asian (Non-Hispanic) (2.73%), and Other (Hispanic) (2.5%). 0% of the households in Northampton County, PA speak a non-English language at home as their primary language, and 96.4% of the residents in Northampton County, PA are U.S. citizens.

The largest universities in Northampton County, PA are Lehigh University (2,030 degrees awarded in 2019), Northampton County Area Community College (1,423 degrees), and Lafayette College (804 degrees).

In 2018, the median property value in Northampton County, PA was $225,000, and the homeownership rate was 72.1%. Most people in Northampton County, PA drove alone to work, and the average commute time was 26.3 minutes. The average car ownership in Northampton County, PA was 2 cars per household.

COVID-19

Daily New Cases by Date

Showing data at the state level for Pennsylvania. 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 Pennsylvania, 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 Pennsylvania.

This chart shows weekly unemployment insurance claims in Pennsylvania (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 Pennsylvania.
Start Year
Y-Axis
-5.78%
Year-over-year decline
Employment change between November 2019 and November 2020

As of November 2020, there are 145M people employed in Pennsylvania. This represents a -5.78% decrease in employment when compared to November 2019.

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

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Community Mobility

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

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

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Civics

In the 2016 presidential election, the popular vote in Northampton County, PA went to Donald J. Trump with 50% of the vote. The runner-up was Hillary Rodham Clinton (46.2%), followed by Other (3.84%). The most partisan county was Fulton County, PA with 84.1% of the vote going to Donald J. Trump running for the Republican Party.

Bob Casey Jr. and Pat Toomey are the senators currently representing the state of Pennsylvania. In the United States, senators are elected to 6-year terms with the terms for individual senators staggered.

Pennsylvania is currently represented by 18 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 Pennsylvania.
Showing data up to the 2016 election. Updated election results are currently being processed, and will be released in the coming months.
Donald J. Trump
Popular Vote for Northampton County, PA
50% for the Republican Party
Most Partisan Counties in Pennsylvania
  1. 84.1% for Donald J. Trump (Republican Party)
  2. 82.7% for Donald J. Trump (Republican Party)
  3. 82.5% for Hillary Rodham Clinton (Democratic Party)

In the 2016 presidential election, the most partisan county in Pennsylvania was Fulton County, PA with 84.1% of the vote going to Donald J. Trump running for the Republican Party.

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

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US Senators from Pennsylvania

Senatorial voting results are only available at the state level. Showing data for Pennsylvania.
Bob Casey Jr.
Senator from Pennsylvania1
Assumed office on January 3, 2007
Pat Toomey
Senator from Pennsylvania3
Assumed office on January 3, 2011

Bob Casey Jr. and Pat Toomey are the senators currently representing Pennsylvania.

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 Pennsylvania over time, excluding special elections, colored by their political party.

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US Representatives from Pennsylvania

Pennsylvania is currently represented by 18 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 Pennsylvania have changed over time starting in 2008.

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Diversity

Northampton County, PA is home to a population of 305k people, from which 96.4% are citizens. As of 2018, 7.48% of Northampton County, PA residents were born outside of the country (22.8k people).

In 2018, there were 8.43 times more White (Non-Hispanic) residents (231k people) in Northampton County, PA than any other race or ethnicity. There were 27.4k White (Hispanic) and 16.3k Black or African American (Non-Hispanic) residents, the second and third most common ethnic groups.

Race and Ethnicity

Race and Ethnicity

The 3 largest ethnic groups in Northampton County, PA
  1. White (Non-Hispanic)
    231k ± 191
  2. White (Hispanic)
    27.4k ± 3.47k
  3. Black or African American (Non-Hispanic)
    16.3k ± 2.03k
13.8%
Hispanic Population
42.2k people

In 2018, there were 8.43 times more White (Non-Hispanic) residents (231k people) in Northampton County, PA than any other race or ethnicity. There were 27.4k White (Hispanic) and 16.3k Black or African American (Non-Hispanic) residents, the second and third most common ethnic groups.

13.8% of the people in Northampton County, PA are hispanic (42.2k people).

The following chart shows the 7 races represented in Northampton County, PA as a share of the total population.

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Heritage

Foreign-Born Population

7.48%
2018 Foreign-Born Population
22.8k people
7.23%
2017 Foreign-Born Population
21.9k people

As of 2018, 7.48% of Northampton County, PA residents (22.8k people) were born outside of the United States, which is lower than the national average of 13.7%. In 2017, the percentage of foreign-born citizens in Northampton County, PA was 7.23%, meaning that the rate has been increasing.

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

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Age by Nativity

42
Median Native-Born Age
± 0.8
46
Median Foreign-Born Age
± 2.3

In 2018, the median age of all people in Northampton County, PA was 42.4. Native-born citizens, with a median age of 42, were generally younger than than foreign-born citizens, with a median age of 46. But people in Northampton County, PA are getting getting younger. In 2017, the average age of all Northampton County, PA residents was 43.

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Global Diversity

The PUMS dataset is not available at the County level, so we are showing data for Pennsylvania.
Most Common Origin
  1. India
    91,951 ± 7,418 people
  2. Dominican Republic
    72,861 ± 6,608 people
  3. China
    65,984 ± 6,290 people

In 2019, the most common birthplace for the foreign-born residents of Pennsylvania was India, the natal country of 91,951 Pennsylvania residents, followed by Dominican Republic with 72,861 and China with 65,984.

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Citizenship

96.4%
2018 Citizenship
97.3%
2017 Citizenship

As of 2018, 96.4% of Northampton County, PA residents were US citizens, which is higher than the national average of 93.2%. In 2017, the percentage of US citizens in Northampton County, PA was 97.3%, meaning that the rate of citizenship has been decreasing.

The following chart shows US citizenship percentages in Northampton County, PA compared to that of it's neighboring and parent geographies.

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Military

Veterans

Most Common Service Period
  1. Vietnam
    5,513 ± 887
  2. Gulf War (1990s)
    2,326 ± 879
  3. Gulf War (2001-)
    1,925 ± 768

Northampton County, PA has a large population of military personnel who served in Vietnam, 2.37 times greater than any other conflict.

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Economy

Median household income in Northampton County, PA is $68,591. In 2018, the tract with the highest Median Household Income in Northampton County, PA was Census Tract 169.01 with a value of $105,250, followed by Census Tract 176.06 and Census Tract 169.02, with respective values of $105,072 and $101,063.

Males in Pennsylvania have an average income that is 1.31 times higher than the average income of females, which is $54,144. The income inequality in Pennsylvania (measured using the Gini index) is 0.466, which is lower than than the national average.

The economy of Northampton County, PA employs 149k people. The largest industries in Northampton County, PA are Health Care & Social Assistance (25,353 people), Manufacturing (20,877 people), and Retail Trade (17,729 people), and the highest paying industries are Utilities ($100,469), Mining, Quarrying, & Oil & Gas Extraction ($90,841), and Finance & Insurance ($68,802).

Wages

Median Household Income

$68,591
2018 value
± $3,283
3.82%
1 Year Growth
± 5.9%

Households in Northampton County, PA have a median annual income of $68,591, which is more than the median annual income of $61,937 across the entire United States. This is in comparison to a median income of $66,066 in 2017, which represents a 3.82% annual growth.

The following chart shows how the median household income in Northampton County, PA 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 County level, so we are showing data for Pennsylvania.
$71,051
Average Male Salary in Pennsylvania
± $1,079
$54,144
Average Female Salary in Pennsylvania
± $847

In 2019, full-time male employees in Pennsylvania made 1.31 times more than female employees.

This chart shows the gender-based wage disparity in the 5 most common occupations in Pennsylvania 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 County level, so we are showing data for Pennsylvania.
Highest Average Salaries by Race & Ethnicity in Pennsylvania
  1. Native Hawaiian and Other Pacific Islander
    $72,189 ± $38,209
  2. Asian
    $65,415 ± $3,847
  3. White
    $56,158 ± $698

In 2019 the highest paid race/ethnicity of Pennsylvania workers was Native Hawaiian and Other Pacific Islander. These workers were paid 1.1 times more than Asian workers, who made the second highest salary of any race/ethnicity in Pennsylvania.

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

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Wage Distribution

The closest comparable wage GINI for Northampton County, PA is from Pennsylvania.
0.466
2019 Wage GINI in Pennsylvania
0.469
2018 Wage GINI in Pennsylvania

In 2019, the income inequality in Pennsylvania was 0.466 according to the GINI calculation of the wage distribution. Income inequality had a 0.746% decline from 2018 to 2019, which means that wage distribution grew somewhat more even. The GINI for Pennsylvania was lower than than the national average of 0.478. In other words, wages are distributed more evenly in Pennsylvania in comparison to the national average.

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

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Income by Location

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Race/Ethnicity
Highest Median Household Income (Total)
  1. Census Tract 169.01
  2. Census Tract 176.06
  3. Census Tract 169.02

In 2018, the tract with the highest Median Household Income (Total) in Northampton County, PA was Census Tract 169.01 with a value of $105,250, followed by Census Tract 176.06 and Census Tract 169.02, with respective values of $105,072 and $101,063.

The following map shows all of the tracts in Northampton County, PA colored by their Median Household Income (Total).

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Poverty by Age and Gender

Females 25 - 34
Largest Demographic Living in Poverty

9.12% of the population for whom poverty status is determined in Northampton County, PA (26.5k out of 290k people) live below the poverty line, a number that is lower than the national average of 13.1%. The largest demographic living in poverty are Females 25 - 34, followed by Males 18 - 24 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
    20,769 ± 1,030
  2. Hispanic
    8,240 ± 648
  3. Black
    1,872 ± 325

The most common racial or ethnic group living below the poverty line in Northampton County, PA is White, followed by Hispanic and Black.

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

149k
2018 Value
± 6,255
-1.2%
1 Year decline
± 5.83%

From 2017 to 2018, employment in Northampton County, PA declined at a rate of -1.2%, from 150k employees to 149k employees.

The most common job groups, by number of people living in Northampton County, PA, are Office & Administrative Support Occupations (17,484 people), Sales & Related Occupations (15,191 people), and Management Occupations (13,809 people). This chart illustrates the share breakdown of the primary jobs held by residents of Northampton County, PA.

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Most Common

The most common jobs held by residents of Northampton County, PA, by number of employees, are Office & Administrative Support Occupations (17,484 people), Sales & Related Occupations (15,191 people), and Management Occupations (13,809 people).

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Most Specialized

Compared to other counties, Northampton County, PA has an unusually high number of residents working as Health Technologists & Technicians (1.29 times higher than expected), Production Occupations (1.29 times), and Material Moving Occupations (1.22 times).

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Highest Paid

The highest paid jobs held by residents of Northampton County, PA, by median earnings, are Legal Occupations ($100,299), Life, Physical, & Social Science Occupations ($86,984), and Computer, Engineering, & Science Occupations ($80,340).

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Industries

Employment by Industries

149k
2018 Value
± 6,255
-1.2%
1 Year decline
± 5.83%

From 2017 to 2018, employment in Northampton County, PA declined at a rate of -1.2%, from 150k employees to 149k employees.

The most common employment sectors for those who live in Northampton County, PA, are Health Care & Social Assistance (25,353 people), Manufacturing (20,877 people), and Retail Trade (17,729 people). This chart shows the share breakdown of the primary industries for residents of Northampton County, PA, though some of these residents may live in Northampton County, PA 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 Northampton County, PA, by number of employees, are Health Care & Social Assistance (25,353 people), Manufacturing (20,877 people), and Retail Trade (17,729 people).

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Most Specialized

Compared to other counties, Northampton County, PA has an unusually high number of Manufacturing (1.44 times higher than expected), Utilities (1.29 times), and Health Care & Social Assistance (1.23 times) industries.

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Highest Paying

The highest paying industries in Northampton County, PA, by median earnings, are Utilities ($100,469), Mining, Quarrying, & Oil & Gas Extraction ($90,841), and Finance & Insurance ($68,802).

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Domestic Trade

Domestic Production & Consumption

Domestic production and consumption consists of products and services shipped from Pennsylvania to other states, or from other states to Pennsylvania.
Top Domestic Production in Dollars
  1. $85.1B
  2. $67.4B
  3. $60.9B

In 2018, the top outbound Pennsylvania product (by dollars) was Mixed freight with $85.1B, followed by Coal-n.e.c. ($67.4B) and Pharmaceuticals ($60.9B).

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

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Domestic Trade Growth

Showing data for Pennsylvania.
$703B
2018 Value in Pennsylvania
$1.28T
Projected 2045 Value in Pennsylvania
82.2% growth

In 2018, total outbound Pennsylvania trade was $703B. This is expected to increase 82.2% to $1.28T by 2045.

The following chart shows how the domestic outbound Pennsylvania 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 Pennsylvania to other states, or from other states to Pennsylvania.
Most Common Trade Partners
  1. $77.5B
  2. $75.7B
  3. $33.1B

In 2018, the top outbound Pennsylvania domestic partner for goods and services (by dollars) was New York with $77.5B, followed by New Jersey with $75.7B and Ohio and $33.1B.

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

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Education

In 2019, universities in Northampton County, PA awarded 5,007 degrees. The student population of Northampton County, PA is skewed towards women, with 9,737 male students and 12,444 female students.

Most students graduating from Universities in Northampton County, PA are White (3,219 and 71.5%), followed by Hispanic or Latino (492 and 10.9%), Black or African American (252 and 5.6%), and Asian (212 and 4.71%).

The largest universities in Northampton County, PA by number of degrees awarded are Lehigh University (2,030 and 40.5%), Northampton County Area Community College (1,423 and 28.4%), and Lafayette College (804 and 16.1%).

The most popular majors in Northampton County, PA are General Finance (212 and 4.23%), Mechanical Engineering (202 and 4.03%), and Computer Science (166 and 3.32%).

The median tuition costs in Northampton County, PA are $54,512 for private four year colleges, and $N/A and $N/A respectively, for public four year colleges for in-state students and out-of-state students.

Concentrations

Most Common
  1. 146 degree-majorss awarded
  2. 201 degree-majorss awarded
  3. 161 degree-majorss awarded

In 2018, the most common concentation for Bachelors Degree recipients in Northampton County, PA was General Economics with 146 degrees awarded.

This visualization illustrates the percentage of students graduating with a Bachelors Degree from schools in Northampton County, PA according to their major.

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Universities

Largest Universities by degrees awarded
  1. 2,030 degrees awarded
  2. 1,423 degrees awarded
  3. 804 degrees awarded
$N/A
Median In-State Public
$54,512
Median Private

In 2019, the Northampton County, PA institution with the largest number of graduating students was Lehigh University with 2,030 degrees awarded.

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Student Gender for Common Institutions

2,295
Degrees Awarded to Men
2,712
Degrees Awarded to Women

In 2019, 2,295 men were awarded degrees from institutions in Northampton County, PA, which is 0.846 times less than the 2,712 female students who received degrees in the same year.

This chart displays the gender disparity between the institutions in Northampton County, PA by degrees awarded.

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Student Race and Ethnicity

Most Common Student Race or Ethnicity
  1. White
    3,219 degrees awarded
  2. Hispanic or Latino
    492 degrees awarded
  3. Black or African American
    252 degrees awarded

In 2019 the most common race/ethnicity group awarded degrees at institutions in Northampton County, PA was White students. These 3,219 degrees mean that there were 6.54 times more degrees awarded to White students then the next closest race/ethnicity group, Hispanic or Latino, with 492 degrees awarded.

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Housing & Living

The median property value in Northampton County, PA was $225,000 in 2018, which is 0.98 times smaller than the national average of $229,700. Between 2017 and 2018 the median property value increased from $212,000 to $225,000, a 6.13% increase. The homeownership rate in Northampton County, PA is 72.1%, which is higher than the national average of 63.9%. People in Northampton County, PA have an average commute time of 26.3 minutes, and they drove alone to work. Car ownership in Northampton County, PA is approximately the same as the national average, with an average of 2 cars per household.

Housing

Property Value

$225,000
2018 Median
± $6,547
$212,000
2017 Median
± $5,635

In 2018, the median property value in Northampton County, PA grew to to $225,000 from the previous year's value of $212,000.

The following charts display, first, the property values in Northampton County, PA 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 Northampton County, PA 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.
$68,591
Median Household Income
± $3,283
115k
Number of Households
± 5,154

In 2018, the median household income of the 115k households in Northampton County, PA grew to $68,591 from the previous year's value of $66,066.

The following chart displays the households in Northampton County, PA 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 Northampton County, PA distributed between a series of property tax buckets compared to the national averages for each bucket. In Northampton County, PA the largest share of households pay taxes in the $3k+ range.

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Rent vs Own

72.1%
2018 Homeownership
72.7%
2017 Homeownership

In 2018, 72.1% of the housing units in Northampton County, PA were occupied by their owner. This percentage declined from the previous year's rate of 72.7%.

This percentage of owner-occupation is higher than the national average of 63.9%. This chart shows the ownership percentage in Northampton County, PA compared it's parent and neighboring geographies.

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Commute Time

26.3 minutes
Average Travel Time

Using averages, employees in Northampton County, PA have a longer commute time (26.3 minutes) than the normal US worker (25.7 minutes). Additionally, 5.19% of the workforce in Northampton County, PA have "super commutes" in excess of 90 minutes.

The chart below shows how the median household income in Northampton County, PA compares to that of it's neighboring and parent geographies.

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Commuter Transportation

Most Common Commute in 2018
  1. Drove Alone (82.6%)
  2. Carpooled (5.68%)
  3. Worked At Home (5.62%)

In 2018, 82.6% of workers in Northampton County, PA drove alone to work, followed by those who carpooled to work (5.68%) and those who worked at home (5.62%).

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 Northampton County, PA distributed between a series of car ownership buckets compared to the national averages for each bucket. The largest share of households in Northampton County, PA have 2 cars, followed by 3 cars.

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Health

95.4% of the population of Northampton County, PA has health coverage, with 54% on employee plans, 12.3% on Medicaid, 15.1% on Medicare, 13.2% on non-group plans, and 0.701% on military or VA plans.

Per capita personal health care spending in Pennsylvania was $9,258 in 2014. This is a 4.29% increase from the previous year ($8,877).

Primary care physicians in Northampton County, PA see 1214 patients per year on average, which represents a 0.831% increase from the previous year (1204 patients). Compare this to dentists who see 1696 patients per year, and mental health providers who see 416 patients per year.

Comparing across all counties in the state, Huntingdon County has the highest prevalence of diabetes (20.6%). Additionally, Armstrong County has the highest prevalence of adult obesity (44%)

Patient to Clinician Ratios

1,214 to 1
Patient to Primary Care Physician Ratio in Northampton County, PA

Primary care physicians in Northampton County, PA see an average of 1,214 patients per year. This represents a 0.831% increase from the previous year (1,204 patients).

The following chart shows how the number of patients seen by primary care physicians has been changing over time in Northampton County, PA 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 Pennsylvania.
$9,258
Total Per Capita Spending on Personal Health Care in Pennsylvania
$4,634
Per Enrollee Private Health Insurance Spending on Personal Health Care
$9,407
Per Enrollee Medicaid Spending on Personal Health Care
$11,243
Per Enrollee Medicare Spending on Personal Health Care

Between 2013 and 2014, all personal health care spending per capita in Pennsylvania (including private, Medicare, and Medicaid) grew 4.29%, from $8,877 to $9,258.

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

4.62%
Uninsured
54%
Employer Coverage
12.3%
Medicaid
15.1%
Medicare
13.2%
Non-Group
0.701%
Military or VA

Between 2016 and 2017, the percent of uninsured citizens in Northampton County, PA declined by 25.6% from 6.21% to 4.62%.

The following chart shows how the percent of uninsured individuals in Northampton County, PA 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. 20.6% prevalence
  2. 19.3% prevalence
  3. 19.3% prevalence

Huntingdon County has the highest prevalence of diabetes in Pennsylvania, at 20.6%.

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

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