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Running head: TRINITY HEALTH REPORT 1
Trinity County Health Report
Paige Shelton
California Polytechnic State University
TRINITY HEALTH REPORT
Abstract
Trinity County is located in northern California bordering Shasta, Humboldt, Siskiyou,
and Tehama counties. It is the perfect place for an outdoor vacation with redwoods, Trinity Lake,
and mountains nearby. The purpose of this report is to identify a health problem in Trinity
County by analyzing the different measures of health outcomes and factors and then proposing a
program to improve the status of this poor health outcome or factor. Analyzing these measures
can be done using the Robert Wood Johnson Foundation County Health Rankings project as a
tool to discover where different counties rank and the data on each measure for the county.
While this is a beautiful place to visit, it does not have the best health in California being ranked
number 54 out of 57 counties for health outcomes and number 42 out of 57 for health factors in
California (Robert Wood Johnson Foundation, 2015). Trinity County excelled in physical
environment and is doing okay in clinical care and quality of life, but needs work in social and
economic factors, health behaviors, and length of life. More specifically, the county really needs
to target the issues of adult smoking, poor mental health days, and children who are living in
poverty. All these areas are extremely low or the lowest for the California counties. The number
one health priority that should be focused on first for the county is adult smoking which is a
modifiable factor that can be changed through programs such as a cell phone-based cessation
intervention program. Through changes in policy and programs, the health of Trinity can
improve with time.
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TRINITY HEALTH REPORT
Trinity County Health Report
Trinity County lies hidden in Northern California near Redding and the Cascade Range
and is approximately the size of the state of Vermont (About Trinity County, 2016). The views
are picturesque and the perfect place for an outdoor trip surrounded by tons of nature. Home to
the third largest reservoir in California is Trinity Lake with the American Bald Eagle
surrounding the shores (About Trinity County, 2016). Trinity County consists of a population of
13,786 with 87.9% being white and over half of the population being ages 18 to 65 years old
(United States Census Bureau, 2010- 2015). Almost one-fourth of the county lives in poverty
with a median household income in 2014 being $36,862 (United States Census Bureau, 2010-
2015). This report explores the health of Trinity County looking at different health factors,
behaviors, and outcomes. The purpose of this report is to identify a major health problem
existing in Trinity County after analyzing the county's health and providing a solution to help fix
the problem.
Premature Death
Overall, Trinity County is ranked 54 out of 57 counties in California for health outcomes
(Robert Wood Johnson Foundation, 2015). One of the health outcomes that is focused on the
County Health Rankings website is premature death which consists of data looking at the number
of deaths under the age of 75 and the years of potential life lost rate. Most of these premature
deaths could have been prevented. This data comes from a collaboration between the Robert
Wood Johnson Foundation and the University of Wisconsin Population Health Institute which
comprises its data from an assortment of more than 20 national data sources such as National
Center for Health Statistics (Mortality Files) used for premature death to then create its rankings
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TRINITY HEALTH REPORT
with most of the data from 2010- 2012 (Robert Wood Johnson Foundation , 2015). For
premature death, Trinity County ranks 55 out of 57 with 9,952 premature deaths with California
on average only having 5,295 (Robert Wood Johnson Foundation, 2015). This county is much
worse off than all but two counties in the state which is sad that people are dying rather early
than living longer lives. Looking at how much higher the number of premature deaths than the
overall rate for California, it is twice as many deaths. Premature death is weighted 50% for the
health outcomes for a county which is big portion, but it makes since that an early death would
be a major indicator in county health (Robert Wood Johnson Foundation, 2015). Having a large
amount of weight, if premature death decreases in Trinity from an improvement of health factors
such as smoking, poor diet, and physical activity, the overall health of the county will skyrocket
up the rankings. This is quite an important outcome of Trinity County's health and is definitely a
weak area for them and is contributing to their almost last place ranking.
Health Outcomes – Poor Mental Health Days
The second area of health outcomes is quality of life which consists of four subgroups of
1) poor or fair health, 2) poor physical health days, 3) poor mental health days, and 4) low birth
weight; in this category Trinity County ranks much higher than length of life being 26 out of 57
(Robert Wood Johnson Foundation, 2015). While this is much better, the mental health days in
Trinity is the worst than any other county. This is based on a survey response answering this
question: "Thinking about your mental health, which includes stress, depression, and problems
with emotions, for how many days during the past 30 days was your mental health not good?"
(Robert Wood Johnson Foundation , 2015). This data comes from the Behavioral Risk Factor
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TRINITY HEALTH REPORT
Surveillance System which is a national program that is a random telephone survey covering the
years from 2006 to 2012 (Robert Wood Johnson Foundation, 2015).
As mentioned before, Trinity has the highest number of mentally unhealthy days in all
the California counties having 9.2 days out of the last thirty being mentally bad compared with
the overall in California being 3.6 days (Robert Wood Johnson Foundation , 2015). Trinity
County is the worst in California for this measure with on average about one-third of the days in
a month being poor mentally. While the weight of this measure in the County Health Rankings is
only 10% for health outcomes, the statistics are very daunting (Robert Wood Johnson
Foundation , 2015) It is astonishing that a third of the average person's mental health days are
poor and this public health problem needs to be addressed for the county. It is important to note
that this data comes from 2006 to 2012 and could be a little out to date, but factors need to be
analyzed to collect data on what could be contributing to this poor quality of life. Even though
the weight of the outcome is quite small in the overall scheme of things, it is an important issue
that needs to be solved.
Health Factors – Health Behaviors
The health behavior that was looked at more in detail was adult smoking because this is
one of the four modifiable risk factors that can be decreased to reduce the risk of developing a
chronic disease. Overall for health factors, Trinity is 42 out of 57 which is much better than
health outcomes, but for the health behavior category, Trinity climbs back up to number 55 out
of 57 (Robert Wood Johnson Foundation, 2015). Adult smoking is considered to consist of "the
percentage of the adult population that currently smokes every day or most days and has smoked
at least 100 cigarettes in their lifetime" (Robert Wood Johnson Foundation ,2015). This data
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TRINITY HEALTH REPORT
again comes from the Behavioral Risk Factor Surveillance system based on the years 2006 to
2012 (Robert Wood Johnson Foundation, 2015). Trinity County is one of the higher counties for
the percentage of people who smoke. 23% of people smoke there compared to only 13% for the
California overall making it a little less than twice the average looking at the statistics (Robert
Wood Johnson Foundation, 2015). Weighted at 10% in the scheme of health factors, adult
smoking is a decent chunk to consider. It contributes to a lot of the current major health issues in
our country. The weight should be considered more than 10% in the overall health rankings
because smoking is known to contribute to chronic disease which in turn can cause premature
death. With about a fourth of Trinity's adult population smoking there should be measures taken
to reduce the high prevalence of smoking.
Health Factors – Clinical Care
For clinical care factors, Primary Care Physician compares the number of people in the
population per one primary care physician. This data was retrieved from the Area Health
Resource File/ American Medical Association for 2012 which has data from 50 different sources
(Robert Wood Johnson Foundation, 2015). Trinity County is ranked about in the middle, number
33, for this category with 2,254 people to one physician with about 6 primary care physicians for
the entire county (Robert Wood Johnson Foundation, 2015). While the ranking seems solid to its
previous rankings in other areas, the number of primary care physicians is still low especially
when looking at some of the other counties ratios. The overall for California is 1,294 people to
one physician (Robert Wood Johnson Foundation, 2015). Though having access to care most
people associate with having insurance, what good does that do someone if they cannot get in to
see their primary care physician to seek diagnosis and treatment. This is not a huge indicator of
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TRINITY HEALTH REPORT
the health of a county with only a 3% weight when looking at health factors (Robert Wood
Johnson Foundation, 2015). This is not an overall important measure when looking at the health
of Trinity County because it does not contribute very much and they seem to have an okay
amount of physicians for their small population.
Health Factors – Social and Economic Factors
Children in poverty is a great health factor to look at, yet can be very saddening how
many kids live in poverty. This measure is defined by how many of children under the age of 18
are living in poverty which is based on a family income compared to a threshold to determine if
the family is below the poverty line (Robert Wood Johnson Foundation, 2015). The data has
been collected from the year 2013 from the Small Area Income and Poverty Estimates under the
U.S. Census Bureau and other agencies (Robert Wood Johnson Foundation, 2015). Trinity
County ranks 40 out of 57 for social and economic factors and has a child poverty rate of 35%
with 780 children living in poverty compared to 24% overall in California (Robert Wood
Johnson Foundation, 2015). While Trinity County is not the worst county for childhood poverty,
it is not necessarily better off than most counties in California. It has a higher rate that California
overall and is towards the top range with 42% being the highest in a county; it is also concerning
as well because Trinity County is getting worse for this measure, see Figure 1 to look at this
trend (Robert Wood Johnson Foundation,2015).
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TRINITY HEALTH REPORT
Figure 1. How the percentage of children in poverty is continuing to increase in Trinity
County at a much faster rate than California and the United States (Robert Wood Johnson
Foundation, 2015).
Children in poverty is weighted at 7.5% for health factors and is crucial to change this
current factor because it can strongly affect a child's quality of life (Robert Wood Johnson
Foundation, 2015). Living in poverty as a child is not ideal for having optimal health and can
bring on diseases and illness in a child much more frequently. This isn't a currently contributing
strongly to the health of the county, but in the future when those kids become adults, this could
negatively impact the health of the county especially when looking at premature death rates
which are already high.
Health Factors – Physical Environmental Factors
For the overall category of physical environmental factors, Trinity ranks number 2 out of
all the counties (Robert Wood Johnson Foundation, 2015). One of these factors is long commute
and driving alone which is the percentage of commuters who drive alone for more than 30
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TRINITY HEALTH REPORT
minutes to work collecting its data from the American Community Service for the years 2009 to
2013 (Robert Wood Johnson Foundation, 2015). Roughly about 19% of the population of Trinity
County partakes in this compared to the 37% in California overall (Robert Wood Johnson
Foundation, 2015). This county is much better off than most counties in California, but you have
to take into account that Trinity is not a large county distance wise compared to some others in
California looking at the descriptive data. This measure is overall not that important to the health
of this county and only 1% of it is taken into account when looking at the health factors of a
county to rank them (Robert Wood Johnson Foundation, 2015). It seems very logical that this
shouldn't be a major component when looking at the health of the California counties.
Tools and Resources
The main tool and resource used was the County Health Ranking website that looks at
health outcomes and health factors and different measures of these two categories to rank all of
the California counties. Using this resource, one can look at descriptive data for all of these
measures and compare it to the overall descriptive data for California and to other counties. This
was a useful tool in the purpose of the report to identify a main health problem in Trinity County
by analyzing this data. Another resource that was useful was the United States Census Bureau to
get more of an idea of Trinity County, California since I am not from there and have never been
there before. Trinity County is excelling in the health factor of physical environment and is
average in clinical care, but needs a ton of help in other areas.
This county needs improvements in adult smoking, poor mental health days, children in
poverty, and premature death since they are close to the lowest ranking county in all these
measures. Both adult smoking and poor mental health days are top health priorities that need to
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TRINITY HEALTH REPORT
improved upon, but adult smoking is a key problem that can be reduced with some new
programs and policies. Also tackling the number of people who smoke could in turn possibly
lower the number of poor mental health days. The main health related topic that needs to be
addressed currently for this county is the number of adults who smoke which is still quite high
than the overall California rate. Tobacco use is one of the main behavior risk factors contributing
to chronic disease and this number needs to decline in Trinity County to prevent people from
developing a chronic disease and dying prematurely.
Conclusion
These findings show that the state-level activists, policy-makers, healthcare providers,
and regulatory officials need to implement improved or more health policies to increase the poor
health of Trinity County. There are so many different areas of health outcomes and factors that
should be a major concern for the county. Being ranked 54 out of 57 for overall health outcomes
in California counties is not something to be ignored and to not make any changes. Even for this
report, it was hard to chose one health problem to focus on because there are lots of health
problems from the amount of children in poverty to adult smoking to poor mental health days
that require drastic changes to be made.
Since California has already increased tobacco prices and tax, the best way for Trinity
County to decrease its adult smoking rate is to focus on tobacco cessation programs for the
county to encourage and help people to quit. One scientifically support program is a cell phone-
based tobacco cessation intervention that with the use of cell phones helps smokers quit through
cessation advice and motivational messages that may include interactive features or personalized
components (Robert Wood Johnson, 2015). There is strong evidence that this program will
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TRINITY HEALTH REPORT
assist smokers to quit for their life and one intervention in the United Kingdom, txt2stop, shows
that it can be cost-effective (Robert Wood Johnson, 2015). In the 2013 United States dollars, for
every 1,000 people enrolled, this program costs about $27,000, but it is estimated to have saved
the UK's National Health Service rough $69,000 since the reduce number of smokers will
improve upon the number of people who develop a chronic disease later in life (Robert Wood
Johnson Foundation, 2015). This is a very small price to pay when looking at the amount of
money that the United State spends on health and medicine a year and will severely help the poor
health. There are many different cell phone cessation programs already in place throughout the
country. For more information to start one of these programs in Trinity County, policy makers,
activists, and health specialists should look to the National Cancer Institute's Tobacco Control
Research Branch and Smokefree.gov to look at cell phone-based cessation programs that have
already been designed and take one these programs and adapt it to Trinity County (Robert Wood
Johnson Foundation, 2015). This program is feasible to implement into Trinity County and could
end up making a huge difference in the population of adults who smoke.
While Trinity County has a good amount of health problems that need to be improved,
they are definitely are measures that can be fixed. It will take time and they will not be magically
fixed overnight. But in the long run, Trinity County will have much better health and the high
rate of premature death will decrease overtime. People in Trinity County will eventually live
happier, healthier, and longer lives. It is worth the challenge to take action and move the county
up in the health rankings, but most importantly improve the health of the people living there.
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TRINITY HEALTH REPORT
References
About Trinity County (2016). Retrieved from http://www.trinitycounty.org/index.aspx?page=2
Robert Wood Johnson Foundation. (2015). Adult Smoking. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/factors/9/description
Robert Wood Johnson Foundation. (2015). Adult Smoking. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/factors/9/datasource
Robert Wood Johnson Foundation. (2015). Cell Phone-based Tobacco Cessation Interventions.
Retrieved from http://www.countyhealthrankings.org/policies/cell-phone-based-tobacco-
cessation-interventions
Robert Wood Johnson Foundation. (2015). Children in Poverty. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/factors/24/data
Robert Wood Johnson Foundation. (2015). Children in Poverty. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/factors/24/description
Robert Wood Johnson Foundation. (2015). Children in Poverty. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/factors/24/datasource
Robert Wood Johnson Foundation. (2015). Long Commute- Driving Alone. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/factors/137/descriptio
n
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e
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Robert Wood Johnson Foundation. (2015). Poor Mental Health Days. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/outcomes/42/descripti
on
Robert Wood Johnson Foundation. (2015). Poor Mental Health Days. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/outcomes/42/datasour
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Robert Wood Johnson Foundation. (2015). Premature Death. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/outcomes/1/datasourc
e
Robert Wood Johnson Foundation. (2015). Primary Care Physicians Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/factors/4/data
Robert Wood Johnson Foundation. (2015). Primary Care Physicians. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/measure/factors/4/datasource
Robert Wood Johnson Foundation. (2015). Ranking Methods. Retrieved from
http://www.countyhealthrankings.org/ranking-methods
Robert Wood Johnson Foundation. (2015). Trinity County. Retrieved from
http://www.countyhealthrankings.org/app/california/2015/rankings/trinity/county/outcomes/
overall/snapshot
United States Census Bureau. (2010-2015). Quick Facts Trinity County, California. Retrieved
from http://www.census.gov/quickfacts/table/PST045215/06105,00
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