Components

Selection of Components

Four primary considerations drove the design of America’s Health Rankings™ and the selection of the individual components: 

1. The overall rankings had to represent a broad range of issues that affect a population’s health, 

2. Individual components needed to use common health measurement criteria, 

3. Data had to be available at a state level and 

4. Data had to be current and updated periodically. 

While not perfect, the measures selected are believed to be the best available indicators of the various components of healthiness at this time and are consistent with past reports. 

The Methods Review Group suggested that for discussion purposes, the components be divided into two categories; determinants and outcomes.  For further clarity, determinants are divided into four groups: Personal Behaviors, Community Environment, Public and Health Policies, and Clinical Care.  These four groups of measures influence the health outcomes of a state, and improving these inputs will eventually improve outcomes.  Most individual measures are actually a combination of activities in all four areas.  For example, the prevalence of smoking is a personal behavior that is strongly influenced by the community environment in which we live and by policy, including taxation and restrictions on public places and by the care received to treat the chemical and behavioral addictions.  However, for simplicity, we placed each measure in a single category. 

For America’s Health Rankings™ to continue to meet its objectives, it must evolve and incorporate new information as it becomes available.  The Scientific Advisory Committee provides guidance for the evolution of the rankings, balancing the need to change and the desire for longitudinal comparability.  Over the last few years, change is being driven by: 1) the acknowledgement that health is more than years lived but includes the quality of those years, 2) data about quality and cost of health care delivery are becoming available on a wide scale, comparable basis and 3) measurement of the additional determinants of health are being initiated and/or improved.  Changes continue to be made on this basis going forward. 

Health outcomes are traditionally measured using mortality measures including premature death, infant mortality, total mortality, cancer and cardiovascular mortality.  Obviously, these measures overlap significantly, but they do present different views into the mortality outcomes of the population.  However, health is more than just the length of life but must include the quality of life.  In prior years, limited activity days (number of days unable to do normal activities of living) was incorporated as a reflection of the loss of quality of life and included as a proxy for disabilities.  In this edition, this measure was broken into the two component measures of life quality, poor mental health days and poor physical health days. (Number of days in the previous 30 days when a person indicates their activities are limited due to mental or physical health difficulties.)  Their total weight in the index was increased and is discussed as a health outcome. The total mortality measures used in prior editions was removed.  This change reflects the importance of quality of life as well as length of life as a measure of health outcomes. 

In 1990, when the rankings  began, almost no information existed about the quality or cost of care delivered to the population, either in a clinical or a public health environment.  Now, data is being collected and analyzed about the quality and cost of care and is beginning to be used to shape the health care delivery system.  This year, an article (page number here) by Dr. Elliot Fisher presents possible measures to be used in future editions of the rankings to represent both quality of the care provided to the population and delivery cost efficiency.  

As with all indices, the panel had weighed the positive and negative aspects of each component when choosing and developing them.  These aspects for consideration include: 1) the interdependence of the different measures; 2) the possibility of the overall ranking disguising the effects of individual components; 3) an inability to adjust all data by age and race; 4) an over-reliance on mortality data; and 5) the use of indirect measures to estimate some effects on health. These concerns cannot be addressed directly by adjusting the methodology, however, assigning weights to the individual components can mitigate their impact (Table 15).

Each component is assigned a weight that determines its percentage of the overall score.  The weights are based on input from a panel of health experts.  Determinants account for 60 percent of the results, and outcomes account for 40 percent.
 

Description of Components

Table 12 is a summary of each of the components in America’s Health Rankings. A short discussion of each component immediately follows. The data for each year are the most current data available at the time the report was compiled.

Table 12 -  Summary Description of Components

Determinants

Description

Personal Behaviors

Prevalence of Smoking

Percentage of population over age 18 that smokes on a regular basis.  This is an indication of known, addictive, health-adverse behaviors within the population.
(Table 20)

Motor Vehicle Deaths

Number of deaths per 100,000,000 miles driven in a state.  It is a proxy indicator for excessive drug and alcohol use within a population. (Table 21)

Prevalence of Obesity

Percentage of the population estimated to be obese, with a body mass index (BMI) of 30.0 or higher. Obesity is known to contribute to a variety of diseases, including heart disease, diabetes and general poor health.  (Table 22)

High School Graduation

As reported by NCES in compliance with the No Child Left Behind initiative.  Percentage of students who graduate in four years from a high school with a regular degree.  It is an indication of the consumer’s ability to learn about, create and maintain a healthy lifestyle and to understand and access health care when required.  This definition has changed from prior editions of America’s Health Rankings and, as a result of this change, graduation rates appear slightly higher for most states. (Table 23)

Community Environment

Violent Crime

The number of murders, rapes, robberies and aggravated assaults per 100,000 population.  It reflects an aspect of overall lifestyle within a state and its associated health risks.  (Table 24)

Occupational Fatalities

Number of fatalities from occupational injuries per 100,000 workers.  This measure reflects job safety as a part of public health. (Table 25)

Infectious Disease

Number of AIDS, tuberculosis and hepatitis cases reported to the Centers for Disease Control and Prevention per 100,000 population.  This is an indication of the toll that infectious disease is placing on the population.  (Table 26)

Children in Poverty

The percentage of persons under age 18 who live in households that are at or below the poverty threshold.  Poverty is an indication of the lack of access to health care by this vulnerable population.  (Table 27)

Public & Health Policy

Lack of Health Insurance

Percentage of the population that does not have health insurance privately, through their employer or the government.  This is another indicator of the ability to access care as needed, especially preventive care.  (Table 28)

Per Capita Public Health Spending

The dollars spent on direct public health care services, community-based services and population health activities as defined by NASBO.  This indicates the actual financial commitment a state has made to public health. (Table 29)

Immunization Coverage

Percentage of children ages 19 to 35 months who have received four or more doses of DTP, three or more doses of poliovirus vaccine, one or more doses of any measles-containing vaccine, three or more doses of HiB, and three or more doses of HepB vaccine. (Table 30)

Health Services

Adequacy of Prenatal Care

Percentage of pregnant women receiving adequate prenatal care, as defined by Kotelchuck’s Adequacy of Prenatal Care Utilization (APNCU) Index.  This measures how well women are receiving the care they require for a healthy pregnancy and development of the fetus. (Table 31)

Quality of Care

Measure under development. 

Cost Efficiency

Measure under development.

Outcomes

Description

Poor Mental Health Days

Number of days in the previous 30 days when a person indicates their activities are limited due to mental difficulties.  This is a general indication of the population’s ability to function on a day-to-day basis. (Table 32)

Poor Physical Health Days

Number of days in the previous 30 days when a person indicates their activities are limited due to physical health difficulties.  This is a general indication of the population’s ability to function on a day-to-day basis. (Table 33)

Infant Mortality

Number of infant deaths (before age 1) per 1,000 live births.  This is an indication of the prenatal care, access and birth process for both child and mother.  (Table 34)

Cardiovascular Deaths

Number of deaths due to all cardiovascular diseases, including heart disease and strokes, per 100,000 population.  This is an indication of the toll that these types of diseases place on the population. (Table 35)

Cancer Deaths

Number of deaths due to all causes of cancer per 100,000 population.  This is an indication of the toll cancer is placing on the population.  (Table 36)

Premature Death

Number of years of potential life lost prior to age 75 per 100,000 population.  This is an indication of the number of useful years of life that are not available to a population due to early death.  (Table 37)