National Health Statistics Reports Number 180 January 18, 2023 Page 3
Family income—Based on the ratio
of the family’s income in the previous
calendar year to the appropriate threshold
(given the family’s size and number of
children) defined by the U.S. Census
Bureau (18). People were classified into
four groups based on their family income:
less than 100% FPL, 100% to less than
200% FPL, 200% to less than or equal to
400% FPL, and greater than 400% FPL.
Family income in NHIS was imputed for
about 22% of people (19).
Health insurance coverage—
Collected at the time of interview. Sample
adults and sample child respondents
reported whether they or the sample
child were covered by private insurance,
Medicare (including Medicare Advantage
plans), Medigap (supplemental Medicare
coverage), Medicaid, Children’s Health
Insurance Program (CHIP), Indian
Health Service (IHS), military coverage
(including VA, TRICARE, or CHAMP-
VA), a state-sponsored health plan, or
another government program.
For people under age 65, a health
insurance hierarchy of four mutually
exclusive categories was used (20).
People with more than one type of health
insurance were assigned to the first
appropriate category in the following
hierarchy: private, Medicaid and CHIP,
other coverage, and uninsured.
For adults aged 65 and over, a health
insurance hierarchy of six mutually
exclusive categories was developed. This
hierarchy eliminates duplicate responses
for both private health insurance and
Medicare Advantage, giving preference
to the report of Medicare Advantage.
Medicare Advantage is another way for
people covered by Medicare to get their
Medicare Part A and Medicare Part B
coverage. Medicare Advantage plans
are sometimes called “Part C” and are
offered by Medicare-approved companies
that must follow rules set by Medicare
(21). Older adults with more than one
type of health insurance were assigned
to the first appropriate category in the
following hierarchy: private, Medicare
and Medicaid (dual-eligible), Medicare
Advantage, traditional Medicare only,
other coverage, and uninsured (22).
Race and Hispanic origin—Based on
responses to two questions that determine
Hispanic or Latino origin and race.
People categorized as Hispanic may be of
any race or combination of races. People
categorized as non-Hispanic White,
non-Hispanic Black, non-Hispanic Asian,
and non-Hispanic American Indian or
Alaska Native indicated one race only.
Non-Hispanic people of multiple or other
races (includes those who did not identify
as White, Black, Asian, American Indian
or Alaska Native, or Hispanic, or who
identified as more than one race) are
combined into the non-Hispanic other
and multiple races category.
Region—Based on four regions
used by the U.S. Census Bureau.
Northeast includes Connecticut, Maine,
Massachusetts, New Hampshire,
New Jersey, New York, Pennsylvania,
Rhode Island, and Vermont. Midwest
includes Illinois, Indiana, Iowa, Kansas,
Michigan, Minnesota, Missouri,
Nebraska, North Dakota, Ohio,
South Dakota, and Wisconsin. South
includes Alabama, Arkansas, Delaware,
District of Columbia, Florida, Georgia,
Kentucky, Louisiana, Maryland,
Mississippi, North Carolina, Oklahoma,
South Carolina, Tennessee, Texas,
Virginia, and West Virginia. West
includes Alaska, Arizona, California,
Colorado, Hawaii, Idaho, Montana,
Nevada, New Mexico, Oregon, Utah,
Washington, and Wyoming.
State Medicaid expansion status—
Under provisions of the Affordable Care
Act of 2010 (23), states have the option
to expand Medicaid eligibility to cover
adults who have family incomes up
to and including 138% of FPL. There
is no deadline for states to choose to
implement the Medicaid expansion,
and they may do so at any time. As of
January 1, 2021, 36 states and the District
of Columbia had expanded Medicaid.
Medicaid expansion states include
Alaska, Arizona, Arkansas, California,
Colorado, Connecticut, Delaware,
Hawaii, Idaho, Illinois, Indiana, Iowa,
Kentucky, Louisiana, Maine, Maryland,
Massachusetts, Michigan, Minnesota,
Montana, Nebraska, Nevada, New
Hampshire, New Jersey, New Mexico,
New York, North Dakota, Ohio, Oregon,
Pennsylvania, Rhode Island, Utah,
Vermont, Virginia, Washington, and West
Virginia. The District of Columbia also
has expanded Medicaid. States without
expanded Medicaid include Alabama,
Florida, Georgia, Kansas, Mississippi,
Missouri, North Carolina, Oklahoma,
South Carolina, South Dakota, Tennessee,
Texas, Wisconsin, and Wyoming.
Urbanization level—Categorized by
collapsing the “2013 NCHS Urban–Rural
Classification Scheme for Counties”
(24,25). The NCHS urban–rural
classification is based on metropolitan
statistical area (MSA) status defined by
the Office of Management and Budget
according to published standards that are
applied to U.S. Census Bureau data.
This report condenses the NCHS
urban–rural classification into four
categories: large central metropolitan
(similar to inner cities), large fringe
metropolitan (similar to suburbs),
medium and small metropolitan,
and nonmetropolitan (25,26). Large
metropolitan areas have populations of
1 million or more. Metropolitan
areas with populations of less than
1 million were classified as medium
(250,000–999,999 population) or small
(less than 250,000 population) (25).
Statistical analysis
Percentages are presented for
prevalence estimates of problems paying
medical bills, and 95% confidence intervals
(CI) were generated using the Korn–
Graubard method for complex surveys (27).
Estimates were calculated using the NHIS
survey weights and are representative
of the U.S. civilian noninstitutionalized
population. The weighting adjustment
method incorporates robust multilevel
models predictive of response propensity.
Nonresponse-adjusted weights were
further calibrated to U.S. Census Bureau
population projections and American
Community Survey (ACS) 1-year estimates
for age, sex, race and ethnicity, education
level, housing tenure, census division,
and MSA status (15,17). For the 2021
survey year, the U.S. Census Bureau did
not release single-year ACS estimates
by housing tenure, education level, and
MSA by division. Therefore, substitute
calibration totals for these variables were
obtained from the 2021 Current Population
Survey March Annual Social and Economic
Supplement (16).
Point estimates and their
corresponding variances were calculated
using SUDAAN software version