Abstract
Scanning with low-dose computed tomography reduces lung cancer mortality by 20% among high-risk individuals. Despite its efficacy, the uptake of lung cancer screening (LCS) remains low. Our study aimed to estimate state-level and nationwide LCS rates among eligible individuals and to assess disparities in LCS uptake.
Data for this study were obtained from the 2022 Behavioral Risk Factor Surveillance System. Multivariable logistic regression models were used to model the associations between predictors and outcome variables and to examine LCS variability across states.
Of the 28,071 participants eligible for LCS, 17.24% underwent LCS. Participants ages 65 to 79 years were [OR, 1.75; 95% confidence interval (CI), 1.54–1.99] more likely to undergo LCS than their younger counterparts. Those who were female (OR, 0.83; 95% CI, 0.73–0.94); divorced, separated, or widowed (OR, 0.85; 95% CI, 0.74–0.98); without health insurance (OR, 0.34; 95% CI, 0.22–0.53); without a primary care provider (OR, 0.29; 95% CI, 0.19–0.44); and without chronic obstructive pulmonary disease or those who did not disclose their chronic obstructive pulmonary disease status (OR, 0.35; 95% CI, 0.31–0.40 and OR, 0.37; 95% CI, 0.19–0.73, respectively) were less likely to undergo LCS than their respective counterparts. LCS uptake also varied significantly across U.S. states.
We observed a low uptake of LCS overall and significant variability in LCS uptake by sociodemographic and health-related factors, as well as by state of residence.
The findings from this study have important implications for community health workers and healthcare clinicians and indicate the need to design effective interventions to increase LCS uptake, targeting specific subgroups of populations and particular U.S. states.
Introduction
Lung cancer is the leading cause of cancer mortality in the United States among both males and females (1–5). The American Cancer Society estimates that approximately 125,070 deaths from lung cancer (65,790 in men and 59,280 in women) will occur in the United States in 2024 (6). Most lung cancer patients are diagnosed after the cancer has already spread to the other parts of the body, with 45% reporting spread to distant parts of the body and 23% to nearby tissues or organs by the time of diagnosis (7). The 5-year survival rate for lung cancer patients with distant metastases is only 8%, whereas it is 58% for those diagnosed with localized disease (7). As such, the importance of early detection to improve survival is clear. It is essential to detect lung cancer at early stages when treatment options are more likely to be effective (5).
A 2011 study conducted by the National Lung Screening Trial research team found that scanning with low-dose computed tomography reduces lung cancer mortality by 20% compared with screening with chest radiology (8). Following this finding, the United States Preventive Services Task Force (USPSTF) recommended annual screening for lung cancer among high-risk individuals (i.e., ages 50–80 years with a smoking history ≥30 pack-years, currently smoking, or who quit smoking within the past 15 years; ref. 9). The USPSTF updated its criteria in 2021 by reducing the minimum age to 50 years and the smoking history to 20 pack-years (5). Despite its efficacy and the recommendation by the USPSTF, the uptake of lung cancer screening (LCS) among high-risk individuals remains suboptimal (10–12).
Several studies have assessed the uptake of LCS in the United States since the USPSTF issued its 2013 recommendation (11–14). However, these studies used data from a limited number of states with this information available. The Behavioral Risk Factor Surveillance System (BRFSS), a federally funded telephone survey, collected data in 29 states only from 2017 (when it first began surveying LCS) through 2021 (15). In its 2022 survey, the BRFSS collected data for the first time on LCS in all 50 states, plus Washington, DC, Puerto Rico, the U.S. Virgin Islands, and Guam, based on the revised USPSTF guideline. Moreover, previous studies largely relied on data collected in accordance with the former USPSTF guideline (i.e., the 2013 USPSTF). To our knowledge, only one prior study assessed the uptake of LCS based on the revised guideline (i.e., the 2021 USPSTF) using data covering the entire United States (16). Findings from this descriptive study suggest that the expanded USPSTF eligibility criteria were associated with increases in eligibility aligned with reducing racial, ethnic, and sex disparities in eligibility. However, it is still unclear whether LCS uptake differs based on Medicaid expansion status and whether participant characteristics remain associated with LCS uptake after adjusting for potential confounding.
Our study aimed to estimate state-level and nationwide LCS rates among eligible individuals and to assess disparities in LCS uptake according to sociodemographic and health-related factors, adjusting for confounders, using the 2022 BRFSS dataset that collected data on LCS in all the 50 states.
Materials and Methods
Data source and study population
The BRFSS is a federally funded population-based survey administered via cell phone and landline and conducted annually by the Centers for Disease Control and Prevention in collaboration with state health departments in all 50 states, Washington, D.C., and the U.S. territories (i.e., Puerto Rico, the U.S. Virgin Islands, and Guam). It collects data on health conditions, preventive health practices, and risk behaviors of adults. The BRFSS methods (sample selection, including the weighting procedure and technical information) are described elsewhere (17). Data for this study were obtained from the 2022 BRFSS. All BRFSS questionnaires, data, and reports are available at http://www.cdc.gov/brfss/ (ref. 18).
Eligibility assessment
Eligibility for LCS, in this study, is based on the revised guideline of the USPSTF (i.e., 2021 USPSTF). Accordingly, screening-eligible individuals are those of ages 50 to 80 years with a ≥20 pack-year smoking history (currently smoking or quit smoking within the past 15 years). As the BRFSS data collapsed all people older than 80 years into the 80-year-old age group, we excluded this age group to avoid the inclusion of individuals older than 80 years who are ineligible for screening per USPSTF recommendations. This strategy may have excluded individuals aged exactly 80 years who would otherwise have been eligible (11). Individuals from the U.S. territories were excluded to restrict our study to the 50 states plus Washington, D.C. Individuals with a previous history of lung cancer were also excluded from the analysis. After excluding the ineligible individuals, 28,071 participants were included in the final analysis. Selection of the participants is shown in the flowchart (see Fig. 1).
Outcome of interest
The outcome of interest was the uptake of LCS under the revised guideline using low-dose computed tomography within the past 12 months, dichotomized as Yes or No. In the 2022 BRFSS, LCS uptake was assessed by asking: Have you ever had a CT or CAT scan of your chest area? For those who responded “Yes,” the follow-up question was: Were any of the CT or CAT scans of your chest area done mainly to check or screen for lung cancer? For those who responded “Yes” to this question, the next question was: When did you have your most recent CT or CAT scan of your chest area mainly to check or screen for lung cancer? Those who responded “Yes” to the first two questions and responded “Within the past year (anytime less than 12 months ago)” to the third question were considered individuals who underwent LCS. Otherwise, participants were categorized as not undergoing LCS.
Predictors of interest
Based on our prior knowledge of factors associated with LCS uptake, we considered sociodemographic variables (i.e., age, gender, marital status, level of education, income, insurance, and race/ethnicity) and health-related variables [i.e., chronic obstructive pulmonary disease (COPD), smoking history, and having primary care provider (PCP)] as predictors of interest. Race/ethnicity included non-Hispanic White, non-Hispanic Black, Hispanic, and other, which referred to racial/ethnic minorities other than Black and Hispanic (such as American Indian, Asian Indian or Pakistani, and other Asian).
Statistical analysis
We calculated frequencies and percentages to describe the study population by LCS status. Survey weights provided by BRFSS were used to account for the complex sampling design. Multivariable logistic regression models were used to analyze the associations between the predictors and the outcome variable accounting for survey weights, sampling cluster, and strata. We included all predictor variables in the model to adjust for their confounding effects. We also used multivariable logistic regression models to examine LCS variability across states. All analyses were conducted in SAS 9.4 (SAS Institute) using SAS survey procedures (PROC SURVEYLOGISTIC).
Data availability
The data generated in this study are publicly available in BRFSS at https://www.cdc.gov/brfss/annual_data/annual_2022.html.
Results
Characteristics of the study population
Table 1 describes the sample characteristics of the study population by LCS uptake (n = 28,071). Slightly more than half (53.30%) of the sample were of ages between 50 and 64 years. The proportions of male and female individuals were similar (51.69% vs. 48.31%, respectively). The majority of individuals in the sample were White (83.43%), had health insurance coverage (92.21%), were without COPD (65.21%), were currently smoking (61.41%), and had a primary care provider (89.69%). The largest group of participants reported an annual family income between $25,000.00 and $50,000.00 (26.72%), their marital status as divorced/separated/widowed (44.69%), and their level of education as high school or equivalent (43.55%).
Characteristic . | Screening status, n (%) . | |||
---|---|---|---|---|
Overall, 28,071 (100) . | Screened with LDCT, 4,839 (17.24) . | Did not get screened with LDCT, 23,232 (82.76) . | P-value . | |
Age (years) | ||||
50–64 | 14,961 (53.30) | 1,920 (12.83) | 13,041 (87.17) | <0.0001 |
65–79 | 13,110 (46.70) | 2,919 (22.27) | 10,191 (77.73) | |
Gender | 0.0201 | |||
Male | 14,511 (51.69) | 2,575 (17.75) | 11,936 (82.25) | |
Female | 13,560 (48.31) | 2,264 (16.70) | 11,296 (83.30) | |
Race/ethnicity | ||||
White | 23,419 (83.43) | 4,143 (17.69) | 19,276 (82.31) | <0.0001 |
Black | 1,461 (5.20) | 257 (17.59) | 1,204 (82.41) | |
Hispanic | 843 (3.00) | 120 (14.23) | 723 (85.77) | |
Other | 1,592 (5.67) | 212 (13.32) | 1,380 (86.68) | |
Refused/do not know/not sure | 756 (2.69) | 107 (14.15) | 6,49 (85.85) | |
Marital status | ||||
Married couple | 11,799 (42.03) | 2,092 (17.73) | 9,707 (82.27) | 0.0023 |
Divorced/separated/widowed | 12,545 (44.69) | 2,185 (17.42) | 10,360 (82.58) | |
Never married | 3,575 (12.74) | 539 (15.08) | 3,036 (84.92) | |
Refused/do not know/not sure | 152 (0.54) | 23 (15.13) | 129 (84.87) | |
Education | ||||
Less than high school | 661 (2.35) | 111 (16.79) | 550 (83.21) | 0.2906 |
High school or equivalent | 12,226 (43.55) | 2,042 (16.70) | 10,184 (83.30) | |
Some college | 9,499 (33.84) | 1,680 (17.69) | 7,819 (82.31) | |
College graduate and above | 5,602 (19.96) | 993 (17.73) | 4,609 (82.27) | |
Refused/do not know/not sure | 83 (0.30) | 13 (15.66) | 70 (84.34) | |
Income | <0.0001 | |||
<$25,000.0 | 7,219 (25.72) | 1,300 (18.01) | 5,919 (81.99) | |
$25,000.00–$50,000.00 | 7,501 (26.72) | 1,341 (17.88) | 6,160 (82.12) | |
$50,000.00–$100,000.00 | 6,181 (22.02) | 1,096 (17.73) | 5,085 (82.27) | |
>$100,000.00 | 3,070 (10.94) | 450 (14.66) | 2,620 (85.34) | |
Refused/do not know/not sure | 4,100 (14.61) | 652 (15.90) | 3,448 (84.10) | |
Insurance (health care coverage) | ||||
Yes | 25,885 (92.21) | 4,667 (18.03) | 21,218 (81.97) | <0.0001 |
No | 1,306 (4.65) | 41 (3.14) | 1,265 (96.86) | |
Refused/do not know/not sure | 880 (3.13) | 131 (14.89) | 749 (85.11) | |
COPD | ||||
Yes | 9,545 (34.00) | 2,620 (27.45) | 6,925 (72.55) | <0.0001 |
No | 18,305 (65.21) | 2,191 (11.97) | 16,114 (88.03) | |
Refused/do not know/not sure | 221 (0.79) | 28 (12.67) | 193 (87.33) | |
Smoking history | ||||
Formerly smoked | 10,832 (38.59) | 1,965 (18.14) | 8,867 (81.86) | 0.0015 |
Currently smoking | 17,239 (61.41) | 2,874 (16.67) | 14,365 (83.33) | |
Primary care provider | ||||
Yes | 25,177 (89.69) | 4,691 (18.63) | 20,486 (81.37) | <0.0001 |
No | 2,698 (9.61) | 122 (4.52) | 2,576 (95.48) | |
Refused/do not know/not sure | 196 (0.70) | 26 (13.27) | 170 (86.73) | |
Medicaid status | ||||
States without Medicaid expansiona | 6,325 (22.53) | 1,009 (15.95) | 5,316 (84.05) | 0.0021 |
States with Medicaid expansion | 21,746 (77.47) | 3,830 (17.61) | 17,916 (82.39) | |
Insurance type | ||||
Private | 7,920 (28.21) | 1,036 (13.08) | 6,884 (86.92) | <0.0001 |
Public | 17,965 (64.00) | 3,631 (20.21) | 14,334 (79.79) | |
No insurance | 1,306 (4.65) | 41 (3.14) | 1,265 (96.86) | |
Refused/do not know/not sure | 880 (3.13) | 131 (14.89) | 749 (85.11) |
Characteristic . | Screening status, n (%) . | |||
---|---|---|---|---|
Overall, 28,071 (100) . | Screened with LDCT, 4,839 (17.24) . | Did not get screened with LDCT, 23,232 (82.76) . | P-value . | |
Age (years) | ||||
50–64 | 14,961 (53.30) | 1,920 (12.83) | 13,041 (87.17) | <0.0001 |
65–79 | 13,110 (46.70) | 2,919 (22.27) | 10,191 (77.73) | |
Gender | 0.0201 | |||
Male | 14,511 (51.69) | 2,575 (17.75) | 11,936 (82.25) | |
Female | 13,560 (48.31) | 2,264 (16.70) | 11,296 (83.30) | |
Race/ethnicity | ||||
White | 23,419 (83.43) | 4,143 (17.69) | 19,276 (82.31) | <0.0001 |
Black | 1,461 (5.20) | 257 (17.59) | 1,204 (82.41) | |
Hispanic | 843 (3.00) | 120 (14.23) | 723 (85.77) | |
Other | 1,592 (5.67) | 212 (13.32) | 1,380 (86.68) | |
Refused/do not know/not sure | 756 (2.69) | 107 (14.15) | 6,49 (85.85) | |
Marital status | ||||
Married couple | 11,799 (42.03) | 2,092 (17.73) | 9,707 (82.27) | 0.0023 |
Divorced/separated/widowed | 12,545 (44.69) | 2,185 (17.42) | 10,360 (82.58) | |
Never married | 3,575 (12.74) | 539 (15.08) | 3,036 (84.92) | |
Refused/do not know/not sure | 152 (0.54) | 23 (15.13) | 129 (84.87) | |
Education | ||||
Less than high school | 661 (2.35) | 111 (16.79) | 550 (83.21) | 0.2906 |
High school or equivalent | 12,226 (43.55) | 2,042 (16.70) | 10,184 (83.30) | |
Some college | 9,499 (33.84) | 1,680 (17.69) | 7,819 (82.31) | |
College graduate and above | 5,602 (19.96) | 993 (17.73) | 4,609 (82.27) | |
Refused/do not know/not sure | 83 (0.30) | 13 (15.66) | 70 (84.34) | |
Income | <0.0001 | |||
<$25,000.0 | 7,219 (25.72) | 1,300 (18.01) | 5,919 (81.99) | |
$25,000.00–$50,000.00 | 7,501 (26.72) | 1,341 (17.88) | 6,160 (82.12) | |
$50,000.00–$100,000.00 | 6,181 (22.02) | 1,096 (17.73) | 5,085 (82.27) | |
>$100,000.00 | 3,070 (10.94) | 450 (14.66) | 2,620 (85.34) | |
Refused/do not know/not sure | 4,100 (14.61) | 652 (15.90) | 3,448 (84.10) | |
Insurance (health care coverage) | ||||
Yes | 25,885 (92.21) | 4,667 (18.03) | 21,218 (81.97) | <0.0001 |
No | 1,306 (4.65) | 41 (3.14) | 1,265 (96.86) | |
Refused/do not know/not sure | 880 (3.13) | 131 (14.89) | 749 (85.11) | |
COPD | ||||
Yes | 9,545 (34.00) | 2,620 (27.45) | 6,925 (72.55) | <0.0001 |
No | 18,305 (65.21) | 2,191 (11.97) | 16,114 (88.03) | |
Refused/do not know/not sure | 221 (0.79) | 28 (12.67) | 193 (87.33) | |
Smoking history | ||||
Formerly smoked | 10,832 (38.59) | 1,965 (18.14) | 8,867 (81.86) | 0.0015 |
Currently smoking | 17,239 (61.41) | 2,874 (16.67) | 14,365 (83.33) | |
Primary care provider | ||||
Yes | 25,177 (89.69) | 4,691 (18.63) | 20,486 (81.37) | <0.0001 |
No | 2,698 (9.61) | 122 (4.52) | 2,576 (95.48) | |
Refused/do not know/not sure | 196 (0.70) | 26 (13.27) | 170 (86.73) | |
Medicaid status | ||||
States without Medicaid expansiona | 6,325 (22.53) | 1,009 (15.95) | 5,316 (84.05) | 0.0021 |
States with Medicaid expansion | 21,746 (77.47) | 3,830 (17.61) | 17,916 (82.39) | |
Insurance type | ||||
Private | 7,920 (28.21) | 1,036 (13.08) | 6,884 (86.92) | <0.0001 |
Public | 17,965 (64.00) | 3,631 (20.21) | 14,334 (79.79) | |
No insurance | 1,306 (4.65) | 41 (3.14) | 1,265 (96.86) | |
Refused/do not know/not sure | 880 (3.13) | 131 (14.89) | 749 (85.11) |
States without Medicaid expansion: Alabama, Florida, Georgia, Kansas, Mississippi, South Carolina, Tennessee, Texas, Wisconsin, and Wyoming.
Among the older age group (65–79 years), 22.27% underwent LCS, whereas only 12.83% of those of ages 50 to 64 years underwent LCS. Moreover, 17.75% of males and 16.70% of females underwent LCS. LCS uptake was similar among Black and White racial/ethnic groups (Whites, 17.69% vs. Blacks, 17.59%), marital status (married, 17.73% vs. divorced/separated/widowed, 17.42%), level of education (less than high school, 16.79% vs. college graduate and above, 17.73%), and level of income (<$25,000.00: 18.01% vs. $50,000.00–$100,000.00: 17.73%). Furthermore, 18.03% of individuals who had health insurance coverage underwent LCS, whereas only 3.14% of those who did not have health insurance coverage underwent LCS. Among individuals with COPD, 27.45% underwent LCS, whereas only 11.97% of those without COPD underwent LCS. Lastly, 18.63% of those who had a primary care provider underwent LCS compared with only 4.52% of those who did not have a primary care provider.
National and state-level lung cancer screening uptake and variability by state
Of the 28,071 participants eligible for LCS per the 2021 USPSTF guideline, 17.24% underwent LCS. Rhode Island had the highest (30%), whereas Wyoming (10.23%) and Colorado (10.44%) had the lowest LCS uptake. Table 2 shows state-level lung cancer mortality (per 100,000 people), state-level LCS uptake, and screening uptake for each state relative to the state with the national average for lung cancer mortality rate. The state of Florida was used as a reference to compare LCS uptake among the states because it most closely represents the national average LCS rate (17.24% vs. 17.35%) relative to other states. Participants in some states such as Connecticut [OR, 1.860; 95% confidence interval (CI), 1.173–2.949], Massachusetts (OR, 1.685; 95% CI, 1.070–2.654), and Rhode Island (OR, 2.331; 95% CI, 1.472–3.689) were significantly more likely to undergo LCS than those in Florida. On the other hand, participants in Oklahoma (OR, 0.467; 95% CI, 0.295–0.740), Oregon (OR, 0.574; 95% CI, 0.345–0.953), Texas (OR, 0.592; 95% CI, 0.351–0.998), and Wyoming (OR, 0.507; 95% CI, 0.301–0.852) were significantly less likely to undergo LCS than those in Florida. Participants in all the remaining states did not show significant differences in LCS uptake compared with Florida.
States . | Lung cancer mortalitya (Per 100,000 people) . | LCS . | ||
---|---|---|---|---|
Screening uptake (%) . | OR . | (95% CI) . | ||
Alabama | 45 | 19.35 | 1.163 | (0.733–1.846) |
Alaska | 33 | 12.69 | 0.797 | (0.478–1.328) |
Arizona | 28 | 13.62 | 0.789 | (0.493–1.264) |
Arkansas | 48 | 16.37 | 0.829 | (0.536–1.281) |
California | 25 | 12.83 | 0.885 | (0.524–1.496) |
Colorado | 24 | 10.44 | 0.592 | (0.347–1.011) |
Connecticut | 30 | 22.78 | 1.860b | (1.173–2.949) |
Delaware | 39 | 20.80 | 1.600 | (0.955–2.681) |
District of Columbia | 27 | 23.33 | 1.649 | (0.646–4.211) |
Florida | 34 | 17.35 | Reference | Reference |
Georgia | 37 | 15.65 | 0.817 | (0.520–1.285) |
Hawaii | 27 | 12.92 | 0.924 | (0.499–1.713) |
Idaho | 29 | 13.03 | 0.933 | (0.525–1.658) |
Illinois | 37 | 16.26 | 1.163 | (0.638–2.119) |
Indiana | 45 | 18.73 | 1.064 | (0.726–1.559) |
Iowa | 38 | 16.46 | 0.998 | (0.661–1.507) |
Kansas | 38 | 17.53 | 1.153 | (0.769–1.728) |
Kentucky | 55 | 21.39 | 1.147 | (0.713–1.845) |
Louisiana | 44 | 16.30 | 0.870 | (0.556–1.362) |
Maine | 44 | 21.62 | 1.394 | (0.946–2.055) |
Maryland | 34 | 20.41 | 1.174 | (0.771–1.786) |
Massachusetts | 34 | 23.28 | 1.685 | (1.070–2.654) |
Michigan | 41 | 19.80 | 1.146 | (0.778–1.688) |
Minnesota | 32 | 16.49 | 1.111 | (0.747–1.652) |
Mississippi | 50 | 13.40 | 0.697 | (0.414–1.173) |
Missouri | 45 | 17.75 | 1.030 | (0.670–1.584) |
Montana | 31 | 13.99 | 0.750 | (0.453–1.243) |
Nebraska | 34 | 19.93 | 1.509 | (0.980–2.323) |
Nevada | 35 | 14.68 | 0.696 | (0.393–1.233) |
New Hampshire | 37 | 18.68 | 1.045 | (0.662–1.650) |
New Jersey | 30 | 15.60 | 1.412 | (0.783–2.547) |
New Mexico | 24 | 12.12 | 0.570 | (0.295–1.103) |
New York | 30 | 22.90 | 1.388 | (0.933–2.065) |
North Carolina | 40 | 20.39 | 1.085 | (0.650–1.812) |
North Dakota | 33 | 19.60 | 1.304 | (0.809–2.102) |
Ohio | 43 | 17.33 | 1.037 | (0.714–1.505) |
Oklahoma | 47 | 11.14 | 0.467 | (0.295–0.740) |
Oregon | 33 | 14.01 | 0.574 | (0.345–0.953) |
Pennsylvania | 37 | 21.83 | 1.047 | (0.650–1.688) |
Rhode Island | 38 | 30.00 | 2.331 | (1.472–3.689) |
South Carolina | 39 | 16.99 | 1.056 | (0.688–1.620) |
South Dakota | 36 | 12.70 | 1.058 | (0.489–2.289) |
Tennessee | 47 | 12.73 | 0.723 | (0.446–1.172) |
Texas | 31 | 11.44 | 0.592 | (0.351–0.998) |
Utah | 17 | 12.73 | 0.733 | (0.416–1.289) |
Vermont | 36 | 19.52 | 1.281 | (0.755–2.172) |
Virginia | 35 | 19.05 | 1.068 | (0.710–1.607) |
Washington | 32 | 15.49 | 0.887 | (0.614–1.280) |
West Virginia | 50 | 15.60 | 0.728 | (0.478–1.107) |
Wisconsin | 36 | 20.12 | 1.327 | (0.898–1.959) |
Wyoming | 29 | 10.23 | 0.507 | (0.301–0.852) |
States . | Lung cancer mortalitya (Per 100,000 people) . | LCS . | ||
---|---|---|---|---|
Screening uptake (%) . | OR . | (95% CI) . | ||
Alabama | 45 | 19.35 | 1.163 | (0.733–1.846) |
Alaska | 33 | 12.69 | 0.797 | (0.478–1.328) |
Arizona | 28 | 13.62 | 0.789 | (0.493–1.264) |
Arkansas | 48 | 16.37 | 0.829 | (0.536–1.281) |
California | 25 | 12.83 | 0.885 | (0.524–1.496) |
Colorado | 24 | 10.44 | 0.592 | (0.347–1.011) |
Connecticut | 30 | 22.78 | 1.860b | (1.173–2.949) |
Delaware | 39 | 20.80 | 1.600 | (0.955–2.681) |
District of Columbia | 27 | 23.33 | 1.649 | (0.646–4.211) |
Florida | 34 | 17.35 | Reference | Reference |
Georgia | 37 | 15.65 | 0.817 | (0.520–1.285) |
Hawaii | 27 | 12.92 | 0.924 | (0.499–1.713) |
Idaho | 29 | 13.03 | 0.933 | (0.525–1.658) |
Illinois | 37 | 16.26 | 1.163 | (0.638–2.119) |
Indiana | 45 | 18.73 | 1.064 | (0.726–1.559) |
Iowa | 38 | 16.46 | 0.998 | (0.661–1.507) |
Kansas | 38 | 17.53 | 1.153 | (0.769–1.728) |
Kentucky | 55 | 21.39 | 1.147 | (0.713–1.845) |
Louisiana | 44 | 16.30 | 0.870 | (0.556–1.362) |
Maine | 44 | 21.62 | 1.394 | (0.946–2.055) |
Maryland | 34 | 20.41 | 1.174 | (0.771–1.786) |
Massachusetts | 34 | 23.28 | 1.685 | (1.070–2.654) |
Michigan | 41 | 19.80 | 1.146 | (0.778–1.688) |
Minnesota | 32 | 16.49 | 1.111 | (0.747–1.652) |
Mississippi | 50 | 13.40 | 0.697 | (0.414–1.173) |
Missouri | 45 | 17.75 | 1.030 | (0.670–1.584) |
Montana | 31 | 13.99 | 0.750 | (0.453–1.243) |
Nebraska | 34 | 19.93 | 1.509 | (0.980–2.323) |
Nevada | 35 | 14.68 | 0.696 | (0.393–1.233) |
New Hampshire | 37 | 18.68 | 1.045 | (0.662–1.650) |
New Jersey | 30 | 15.60 | 1.412 | (0.783–2.547) |
New Mexico | 24 | 12.12 | 0.570 | (0.295–1.103) |
New York | 30 | 22.90 | 1.388 | (0.933–2.065) |
North Carolina | 40 | 20.39 | 1.085 | (0.650–1.812) |
North Dakota | 33 | 19.60 | 1.304 | (0.809–2.102) |
Ohio | 43 | 17.33 | 1.037 | (0.714–1.505) |
Oklahoma | 47 | 11.14 | 0.467 | (0.295–0.740) |
Oregon | 33 | 14.01 | 0.574 | (0.345–0.953) |
Pennsylvania | 37 | 21.83 | 1.047 | (0.650–1.688) |
Rhode Island | 38 | 30.00 | 2.331 | (1.472–3.689) |
South Carolina | 39 | 16.99 | 1.056 | (0.688–1.620) |
South Dakota | 36 | 12.70 | 1.058 | (0.489–2.289) |
Tennessee | 47 | 12.73 | 0.723 | (0.446–1.172) |
Texas | 31 | 11.44 | 0.592 | (0.351–0.998) |
Utah | 17 | 12.73 | 0.733 | (0.416–1.289) |
Vermont | 36 | 19.52 | 1.281 | (0.755–2.172) |
Virginia | 35 | 19.05 | 1.068 | (0.710–1.607) |
Washington | 32 | 15.49 | 0.887 | (0.614–1.280) |
West Virginia | 50 | 15.60 | 0.728 | (0.478–1.107) |
Wisconsin | 36 | 20.12 | 1.327 | (0.898–1.959) |
Wyoming | 29 | 10.23 | 0.507 | (0.301–0.852) |
Bold text indicates data is statistically significant.
Lung cancer mortality is based on the recent estimate of the U.S. Cancer Statistics Working Group (19).
Statistically significant.
Factors associated with LCS uptake
Table 3 shows unadjusted and adjusted OR for sociodemographic and health-related factors that were considered possible predictors of LCS uptake. In the adjusted model, participants of ages 65 to 79 years were 75% (OR, 1.75; 95% CI, 1.54–1.99) more likely to undergo LCS than their younger counterparts (i.e., 50–64 years). Female participants were 17% (OR, 0.83; 95% CI, 0.73–0.94) less likely to undergo LCS than their male counterparts. Those who were divorced, separated, or widowed were 15% (OR, 0.85; 95% CI, 0.74–0.98) less likely to undergo LCS than married individuals. Individuals who did not disclose their annual family income were 21% (OR, 0.79; 95% CI, 0.65–0.97) less likely to undergo LCS than those whose annual family incomes were less than $25,000.00. Individuals without health insurance were 66% (OR, 0.34; 95% CI, 0.22–0.53) less likely to undergo LCS than those with health insurance. Individuals without COPD or those who did not disclose their COPD status were 65% (OR, 0.35; 95% CI, 0.31–0.40) and 63% (OR, 0.37; 95% CI, 0.19–0.73) less likely to undergo LCS, respectively, than those with COPD. Individuals without a primary care provider were 71% (OR, 0.29; 95% CI, 0.19–0.44) less likely to undergo LCS than those with a primary care provider. Individuals in the states with Medicaid expansion were 20% (OR, 1.20; 95% CI, 1.03–1.39) more likely to undergo LCS than individuals in the states without Medicaid expansion. Other variables such as race/ethnicity, level of education, and smoking status were not significantly associated with LCS uptake.
Characteristic . | Unadjusted . | Adjusted . | ||
---|---|---|---|---|
OR . | 95% CI . | OR . | 95% CI . | |
Age (years) | ||||
50–64 | Reference | Reference | Reference | Reference |
65–79 | 2.09 | 1.84–2.37 | 1.75 | 1.54–1.99 |
Gender | ||||
Male | Reference | Reference | Reference | Reference |
Female | 0.97 | 0.85–1.09 | 0.83 | 0.73–0.94 |
Race/ethnicity | ||||
White | Reference | Reference | Reference | Reference |
Black | 1.05 | 0.82–1.35 | 1.15 | 0.89–1.48 |
Hispanic | 0.95 | 0.67–1.36 | 1.25 | 0.88–1.79 |
Other | 0.80 | 0.54–1.19 | 0.81 | 0.54–1.23 |
Refused/do not know/not sure | 0.78 | 0.57–1.05 | 0.86 | 0.62–1.20 |
Marital status | ||||
Married | Reference | Reference | Reference | Reference |
Divorced/separated/widowed | 0.92 | 0.81–1.05 | 0.85 | 0.74–0.98 |
Never married | 0.80 | 0.65–1.00 | 0.85 | 0.68–1.07 |
Refused/do not know/not sure | 0.66 | 0.35–1.24 | 0.72 | 0.35–1.49 |
Education | ||||
Less than high school | Reference | Reference | Reference | Reference |
High school or equivalent | 1.16 | 0.85–1.58 | 1.13 | 0.83–1.55 |
Some college | 1.27 | 0.92–1.74 | 1.23 | 0.89–1.70 |
College graduate and above | 1.22 | 0.87–1.71 | 1.28 | 0.90–1.81 |
Refused/do not know/not sure | 1.27 | 0.54–3.02 | 1.88 | 0.79–4.48 |
Income | ||||
<$25,000.0 | Reference | Reference | Reference | Reference |
$25,000.00–$50,000.00 | 1.05 | 0.88–1.24 | 1.01 | 0.86–1.20 |
$50,000.00–$100,000.00 | 0.87 | 0.72–1.03 | 0.93 | 0.77–1.12 |
>$100,000.00 | 0.80 | 0.62–1.03 | 0.99 | 0.75 –1.31 |
Refused/do not know/not sure | 0.77 | 0.64–0.94 | 0.79 | 0.65–0.97 |
Insurance (healthcare coverage) | ||||
Yes | Reference | Reference | Reference | Reference |
No | 0.17 | 0.11–0.26 | 0.34 | 0.22–0.53 |
Refused/do not know/not sure | 0.82 | 0.58–1.16 | 0.95 | 0.65–1.38 |
COPD | ||||
Yes | Reference | Reference | Reference | Reference |
No | 0.33 | 0.29–0.37 | 0.35 | 0.31–0.40 |
Refused/do not know/not sure | 0.33 | 0.16–0.66 | 0.37 | 0.19–0.73 |
Smoking history | ||||
Formerly smoked | Reference | Reference | Reference | Reference |
Currently smoking | 0.82 | 0.72–0.94 | 0.90 | 0.78–1.03 |
Primary care provider | ||||
Yes | Reference | Reference | Reference | Reference |
No | 0.22 | 0.15–0.34 | 0.29 | 0.19–0.44 |
Refused/do not know/not sure | 0.48 | 0.25–0.92 | 0.55 | 0.28–1.05 |
Medicaid status | ||||
States without Medicaid expansion | Reference | Reference | Reference | Reference |
States with Medicaid expansion | 1.17 | 1.00–1.36 | 1.20 | 1.03–1.39 |
Insurance type | ||||
Private | Reference | Reference | Reference | Reference |
Public | 1.53 | 1.32–1.78 | 0.98 | 0.83–1.15 |
No insurance | 0.23 | 0.14–0.36 | 0.33 | 0.21–0.53 |
Refused/do not know/not sure | 1.11 | 0.77–1.59 | 0.94 | 0.631.39 |
Characteristic . | Unadjusted . | Adjusted . | ||
---|---|---|---|---|
OR . | 95% CI . | OR . | 95% CI . | |
Age (years) | ||||
50–64 | Reference | Reference | Reference | Reference |
65–79 | 2.09 | 1.84–2.37 | 1.75 | 1.54–1.99 |
Gender | ||||
Male | Reference | Reference | Reference | Reference |
Female | 0.97 | 0.85–1.09 | 0.83 | 0.73–0.94 |
Race/ethnicity | ||||
White | Reference | Reference | Reference | Reference |
Black | 1.05 | 0.82–1.35 | 1.15 | 0.89–1.48 |
Hispanic | 0.95 | 0.67–1.36 | 1.25 | 0.88–1.79 |
Other | 0.80 | 0.54–1.19 | 0.81 | 0.54–1.23 |
Refused/do not know/not sure | 0.78 | 0.57–1.05 | 0.86 | 0.62–1.20 |
Marital status | ||||
Married | Reference | Reference | Reference | Reference |
Divorced/separated/widowed | 0.92 | 0.81–1.05 | 0.85 | 0.74–0.98 |
Never married | 0.80 | 0.65–1.00 | 0.85 | 0.68–1.07 |
Refused/do not know/not sure | 0.66 | 0.35–1.24 | 0.72 | 0.35–1.49 |
Education | ||||
Less than high school | Reference | Reference | Reference | Reference |
High school or equivalent | 1.16 | 0.85–1.58 | 1.13 | 0.83–1.55 |
Some college | 1.27 | 0.92–1.74 | 1.23 | 0.89–1.70 |
College graduate and above | 1.22 | 0.87–1.71 | 1.28 | 0.90–1.81 |
Refused/do not know/not sure | 1.27 | 0.54–3.02 | 1.88 | 0.79–4.48 |
Income | ||||
<$25,000.0 | Reference | Reference | Reference | Reference |
$25,000.00–$50,000.00 | 1.05 | 0.88–1.24 | 1.01 | 0.86–1.20 |
$50,000.00–$100,000.00 | 0.87 | 0.72–1.03 | 0.93 | 0.77–1.12 |
>$100,000.00 | 0.80 | 0.62–1.03 | 0.99 | 0.75 –1.31 |
Refused/do not know/not sure | 0.77 | 0.64–0.94 | 0.79 | 0.65–0.97 |
Insurance (healthcare coverage) | ||||
Yes | Reference | Reference | Reference | Reference |
No | 0.17 | 0.11–0.26 | 0.34 | 0.22–0.53 |
Refused/do not know/not sure | 0.82 | 0.58–1.16 | 0.95 | 0.65–1.38 |
COPD | ||||
Yes | Reference | Reference | Reference | Reference |
No | 0.33 | 0.29–0.37 | 0.35 | 0.31–0.40 |
Refused/do not know/not sure | 0.33 | 0.16–0.66 | 0.37 | 0.19–0.73 |
Smoking history | ||||
Formerly smoked | Reference | Reference | Reference | Reference |
Currently smoking | 0.82 | 0.72–0.94 | 0.90 | 0.78–1.03 |
Primary care provider | ||||
Yes | Reference | Reference | Reference | Reference |
No | 0.22 | 0.15–0.34 | 0.29 | 0.19–0.44 |
Refused/do not know/not sure | 0.48 | 0.25–0.92 | 0.55 | 0.28–1.05 |
Medicaid status | ||||
States without Medicaid expansion | Reference | Reference | Reference | Reference |
States with Medicaid expansion | 1.17 | 1.00–1.36 | 1.20 | 1.03–1.39 |
Insurance type | ||||
Private | Reference | Reference | Reference | Reference |
Public | 1.53 | 1.32–1.78 | 0.98 | 0.83–1.15 |
No insurance | 0.23 | 0.14–0.36 | 0.33 | 0.21–0.53 |
Refused/do not know/not sure | 1.11 | 0.77–1.59 | 0.94 | 0.631.39 |
Bold text indicates data is statistically significant.
Discussion
Our study estimated LCS uptake in the United States, both overall and by state, and also assessed disparities in LCS uptake according to sociodemographic and health-related factors. We used the 2022 BRFSS dataset that differed from the preceding surveys in multiple ways: (i) unlike previous years when their surveys were restricted to only a few states, the 2022 BRFSS survey collected data on LCS in all 50 states for the first time; (ii) BRFSS collected data in accordance with the revised USPSTF guideline recommendation for the first time; and (ii) the sample size for LCS-eligible participants is the largest of all prior BRFSS surveys. Our current study found that older age (i.e., 65–79 years) was significantly associated with higher rates of LCS uptake. On the other hand, female individuals, those who were divorced/separated/widowed, those who did not disclose their annual family income, those without health insurance coverage, those without COPD (or who did not disclose their COPD status), and those without a primary care provider (PCP) were significantly less likely to undergo LCS. LCS uptake also varied significantly across U.S. states.
Under the 2013 USPSTF guideline, the uptake of LCS among eligible individuals was 14.4% in 2017 (14, 20) and 17.7% in 2018 (12). Because the revised USPSTF guideline increased the number of eligible individuals compared with the 2013 guideline (21), we anticipated higher rates of LCS uptake in the 2022 BRFSS survey. However, the estimate of LCS under the revised guideline in 2022 (i.e., 17.24%) is not different from that of the previous study under the 2013 guideline (i.e., 17.7%; ref. 12). This finding, however, may not warrant the conclusion that LCS uptake is not increasing. Because (unlike the 2022 BRFSS survey) reports for previous years relied on small sample sizes and surveys conducted in fewer states (e.g., 10 states in 2017 and 8 states in 2018), they may not provide a good estimate for nationwide LCS uptake. Nevertheless, the LCS rate is substantially lower than those for other cancers such as breast (75.7%), cervical (75.2%), and colorectal cancers (72.2%; ref. 22). Interventions to increase LCS uptake are clearly justified.
Consistent with previous studies (10, 11), our findings demonstrate significant variability in LCS uptake across U.S. states. Among the five states with the highest age-adjusted lung cancer mortality rates, except for Kentucky (21.39%), the remaining four states (West Virginia, 15.60%; Mississippi, 13.40%; Arkansas, 16.37%; and Oklahoma, 11.14%) reported LCS rates lower than the national average (17.24%). This implies that state-level LCS uptake is not proportional to their respective lung cancer mortality rates. Interventions are needed to improve LCS uptake with particular emphasis on those states with higher rates of lung cancer mortality but lower rates of LCS.
Findings from previous studies are inconsistent about the association between age and LCS uptake. Several studies found no significant association between age and LCS uptake (11, 20). Results from our current study, however, are consistent with those from a study by Zgodic and colleagues, (14), which observed higher rates of LCS uptake among the older age group (i.e., Medicare age group) compared with the younger one. Being in the age group eligible for Medicare may increase the likelihood of undergoing LCS, partly because older individuals may be more concerned about their health (14). The younger age group (i.e., non-Medicare group) generally feels healthier and less concerned about their health. Moreover, younger individuals may not have insurance coverage for screening, which possibly leads to less uptake of LCS by this group. Although several previous studies did not observe differences in LCS uptake according to gender (11, 12, 14, 20), our study finding of lower LCS uptake among females is consistent with those from the study by Poghosyan and colleagues (13).
In line with results from several previous studies (11–14), our study also observed significantly lower odds of LCS uptake among individuals without health insurance, without COPD, and without a PCP. Lack of insurance coverage is associated with a significantly lower rate of LCS (11), as well as for other cancers (23). Having a diagnosis of COPD is associated with an increased perceived risk of developing lung cancer, which may lead to a high likelihood of referral for screening by a PCP (24). Unlike individuals with COPD, those without COPD do not often visit their PCP and may be less likely to receive a screening recommendation or referral from their PCP (14, 25, 26).
Despite its important findings, we acknowledge that our study has some limitations. First, the BRFSS data were self-reported and may be subject to recall bias. Second, generalizability of the findings could be limited because of the fact that BRFSS data are restricted to noninstitutionalized individuals who have access to a telephone. Third, generalizability of the findings could also be limited because of the higher number of White participants compared with other racial/ethnic groups in this study compared with the U.S. population. Fourth, individuals who agree to complete the survey and/or those with missing data on LCS eligibility criteria may be more or less likely to undergo LCS.
In conclusion, we observed a low uptake of LCS overall and significant variability in LCS uptake by sociodemographic and health-related factors, as well as by state of residence. Factors significantly associated with lower uptake of LCS include female gender, having been divorced/separated/widowed, lack of health insurance coverage, not having COPD diagnosis, lack of a PCP, and residence in the states of Oklahoma, Oregon, Texas, and Wyoming. The findings from this study have important implications for community health workers and healthcare clinicians and indicate the need to design effective interventions to increase LCS uptake targeting specific subgroups of populations and particular U.S. states.
Authors’ Disclosures
A.T. Gudina and D.J. Ossip report grants from the University of Rochester CTSA award number TL1 TR002000 from the National Center for Advancing Translational Sciences of the NIH during the conduct of the study. No disclosures were reported by the other authors.
Authors’ Contributions
A.T. Gudina: Conceptualization, data curation, formal analysis, supervision, funding acquisition, writing–original draft, writing–review and editing. C.S. Kamen: Supervision, writing–original draft, writing–review and editing. K.A. Hirko: Writing–original draft, writing–review and editing. D.H. Adler: Writing–original draft, writing–review and editing. D.J. Ossip: Writing–original draft, writing–review and editing. E.M. Williams: Writing–original draft, writing–review and editing. V.K. Cheruvu: Writing–original draft, writing–review and editing. A.-P. Cupertino: Supervision, writing–original draft, writing–review and editing.
Acknowledgments
A.T. Gudina and D.J. Ossip were supported by the University of Rochester CTSA award number TL1 TR002000 from the National Center for Advancing Translational Sciences of the NIH.