| Literature DB >> 24050530 |
Amy Z Fan1, Valerie Rock, Xuanping Zhang, Yan Li, Laurie Elam-Evans, Lina Balluz.
Abstract
INTRODUCTION: Quitting smoking is a critical step toward diabetes control. It is not known whether smoking rates in adults with diabetes are similar to rates among adults who do not have the disease or whether people with diabetes have increased motivation to quit. We examined prevalence trends of current smoking and quit attempts among US adults with and without diagnosed diabetes from 2001 through 2010.Entities:
Mesh:
Year: 2013 PMID: 24050530 PMCID: PMC3780710 DOI: 10.5888/pcd10.120259
Source DB: PubMed Journal: Prev Chronic Dis ISSN: 1545-1151 Impact factor: 2.830
Prevalence of Current Cigarette Smoking Among Adults Aged ≥18 Years by Selected Sociodemographic Characteristics and Self-Reported Diabetes Status, United States, Behavioral Risk Factor Surveillance System, 2001–2010a
| Characteristic | 2001 (n = 212,262), % (SE) | 2003 (n = 264,375), % (SE) | 2005 (n = 355,758), % (SE) | 2007 (n = 430,476), % (SE) | 2008 (n = 414,070), % (SE) | 2009 (n = 432,182), % (SE) | 2010 (n = 450,907), % (SE) | Slope for Annual Decline (SE) |
|
|---|---|---|---|---|---|---|---|---|---|
|
| 22.7 (0.2) | 22.2 (0.2) | 20.5 (0.1) | 19.4 (0.1) | 18.4 (0.1) | 17.9 (0.1) | 17.1 (0.1) | −0.65 (0.06) | <.0001 |
| Diagnosed Diabetes | 16.8 (0.5) | 17.7 (0.5) | 16.5 (0.4) | 15.5 (0.3) | 15.6 (0.4) | 15.3 (0.4) | 15.4 (0.3) | −0.25 (0.06) | <.0001 |
| No diagnosed diabetes | 23.2 (0.2) | 22.5 (0.2) | 20.8 (0.2) | 19.7 (0.2) | 18.7 (0.1) | 18.2 (0.1) | 17.3 (0.1) | −0.67 (0.06) | <.0001 |
|
| |||||||||
|
| .27 | ||||||||
| Diagnosed Diabetes | 27.9 (1.5) | 29.7 (1.7) | 27.9 (1.6) | 24.4 (1.2) | 25.8 (1.4) | 25.3 (1.6) | 24.5 (1.3) | −0.67 (0.17) | .0001 |
| No diabetes | 27.2 (0.2) | 26.1 (0.3) | 23.9 (0.2) | 22.3 (0.2) | 21.2 (0.2) | 20.8 (0.3) | 19.5 (0.2) | −0.85 (0.03) | <.0001 |
|
| .0003 | ||||||||
| Diabetes | 21.1 (0.9) | 21.4 (0.8) | 20.1 (0.6) | 19.2 (0.5) | 19.1 (0.5) | 18.6 (0.5) | 18.8 (0.5) | −0.27 (0.07) | .0003 |
| No diabetes | 22.8 (0.3) | 22.7 (0.3) | 21.1 (0.2) | 20.3 (0.2) | 19.3 (0.2) | 18.6 (0.2) | 18.1 (0.2) | −0.55(0.03) | <.0001 |
|
| .0002 | ||||||||
| Diabetes | 7.6 (0.5) | 7.7 (0.5) | 7.5 (0.4) | 7.6 (0.4) | 7.3 (0.3) | 7.3 (0.3) | 7.7 (0.3) | −0.06 (0.05) | .20 |
| No diabetes | 10.5 (0.3) | 9.7 (0.3) | 9.3 (0.2) | 9.3 (0.2) | 8.6 (0.2) | 8.6 (0.2) | 8.5 (0.1) | −0.24 (0.02) | <.0001 |
|
| |||||||||
|
| <.0001 | ||||||||
| Diabetes | 18.1 (0.8) | 18.0 (0.8) | 17.6 (0.7) | 16.6 (0.6) | 16.8 (0.6) | 15.6 (0.6) | 15.9 (0.5) | −0.31 (0.07) | <.0001 |
| No diabetes | 25.5 (0.3) | 25.5 (0.3) | 23.1 (0.3) | 22.0 (0.3) | 21.1 (0.2) | 20.3 (0.3) | 19.4 (0.2) | −0.73 (0.03) | <.0001 |
|
| <.0001 | ||||||||
| Diabetes | 15.6 (0.7) | 17.5 (0.7) | 15.4 (0.5) | 14.4 (0.4) | 14.4 (0.4) | 15.0 (0.4) | 14.8 (0.4) | −0.21 (0.06) | .0003 |
| No diabetes | 21.0 (0.2) | 19.7 (0.2) | 18.6 (0.2) | 17.6 (0.2) | 16.4 (0.2) | 16.2 (0.2) | 15.2 (0.1) | −0.62 (0.02) | <.0001 |
|
| |||||||||
|
| <.0001 | ||||||||
| Diabetes | 16.5 (0.6) | 17.4 (0.6) | 16.4 (0.4) | 15.3 (0.3) | 15.5 (0.4) | 15.4 (0.4) | 15.0 (0.3) | −0.22 (0.05) | <.0001 |
| No diabetes | 23.7 (0.2) | 23.0 (0.2) | 21.3 (0.2) | 20.1 (0.2) | 19.0 (0.2) | 18.5 (0.2) | 17.6 (0.1) | −0.71 (0.02) | <.0001 |
|
| .42 | ||||||||
| Diabetes | 18.3 (1.5) | 22.1 (1.6) | 18.6 (1.1) | 17.6 (1.0) | 17.1 (1.0) | 17.4 (1.0) | 18.5 (0.9) | −0.26 (0.14) | .056 |
| No diabetes | 23.2 (0.6) | 24.0 (0.6) | 21.2 (0.5) | 22.1 (0.6) | 21.1 (0.5) | 20.3 (0.6) | 19.3 (0.4) | −0.38 (0.06) | <.0001 |
|
| .10 | ||||||||
| Diabetes | 14.3 (1.6) | 12.8 (1.6) | 14.1 (1.7) | 14.0 (1.3) | 14.2 (1.3) | 12.4 (1.3) | 12.7 (1.0) | −0.26(0.14) | .10 |
| No diabetes | 19.4 (0.6) | 18.4 (0.6) | 17.8 (0.6) | 16.5 (0.5) | 15.7 (0.5) | 14.8 (0.5) | 14.2 (0.5) | −0.38 (0.06) | <.0001 |
|
| .25 | ||||||||
| Diabetes | 23.1 (2.6) | 21.9 (2.7) | 19.2 (1.9) | 17.1 (1.5) | 17.1 (1.5) | 17.2 (1.5) | 18.7 (1.5) | −0.55(0.23) | .017 |
| No diabetes | 24.9 (0.8) | 24.5 (0.8) | 21.6 (0.7) | 19.7 (0.7) | 18.6 (0.6) | 19.7 (0.7) | 16.8 (0.5) | −0.83 (0.08) | <.0001 |
|
| |||||||||
|
| .025 | ||||||||
| Diabetes | 18.9 (1.2) | 19.3 (1.1) | 18.5 (1.0) | 19.5 (1.0) | 18.5 (0.9) | 18.0 (0.9) | 18.6 (0.8) | −0.08 (0.12) | .49 |
| No diabetes | 31.9 (0.6) | 31.4 (0.6) | 29.7 (0.6) | 30.5 (0.6) | 29.3 (0.6) | 29.5 (0.6) | 28.3 (0.6) | −0.38 (0.07) | <.0001 |
|
| <.0001 | ||||||||
| Diabetes | 18.7 (0.9) | 19.1 (0.9) | 17.2 (0.7) | 16.9 (0.6) | 17.4 (0.7) | 17.7 (0.6) | 17.7 (0.6) | −0.17 (0.08) | .04 |
| No diabetes | 28.9 (0.3) | 29.2 (0.3) | 27.2 (0.3) | 26.4 (0.3) | 25.0 (0.3) | 24.9 (0.3) | 24.5 (0.3) | −0.56 (0.03) | <.0001 |
|
| <.0001 | ||||||||
| Diabetes | 14.4 (0.7) | 16.1 (0.8) | 15.2 (0.6) | 13.1 (0.4) | 13.2 (0.5) | 12.9 (0.5) | 12.8 (0.4) | −0.31 (0.06) | <.0001 |
| No diabetes | 18.2 (0.2) | 17.3 (0.2) | 15.7 (0.2) | 14.7 (0.2) | 13.8 (0.2) | 13.4 (0.2) | 12.5 (0.1) | −0.63 (0.02) | <.0001 |
|
| |||||||||
|
| <.0001 | ||||||||
| Diabetes | 14.5 (0.7) | 15.3 (0.7) | 13.8 (0.5) | 12.9 (0.4) | 12.6 (0.4) | 12.5 (0.4) | 13.0 (0.4) | −0.27 (0.06) | <.0001 |
| No diabetes | 18.9 (0.2) | 18.0 (0.2) | 16.6 (0.2) | 15.6 (0.2) | 14.5 (0.2) | 14.0 (0.2) | 13.1 (0.1) | −0.64 (0.02) | <.0001 |
|
| <.0001 | ||||||||
| Diabetes | 19.0 (0.9) | 20.1 (0.9) | 18.4 (0.7) | 18.6 (0.6) | 18.3 (0.7) | 17.5 (0.7) | 17.8 (0.5) | −0.19 (0.08) | .016 |
| No diabetes | 28.7 (0.4) | 28.2 (0.4) | 26.5 (0.3) | 26.4 (0.3) | 25.3 (0.3) | 24.4 (0.3) | 24.9 (0.3) | −0.53 (0.04) | <.0001 |
|
| .24 | ||||||||
| Diabetes | 25.1 (1.9) | 25.5 (1.9) | 26.6 (1.9) | 21.7 (1.4) | 24.2 (1.5) | 24.4 (1.5) | 21.5 (1.1) | −0.48 (0.18) | .009 |
| No diabetes | 29.6 (0.4) | 29.5 (0.4) | 27.3 (0.4) | 25.8 (0.4) | 24.6 (0.4) | 24.7 (0.4) | 23.2 (0.4) | −0.70 (0.04) | <.0001 |
Abbreviation: SE, standard error.
The data for years 2002, 2004, and 2006 are not presented because of space limitations.
The linear trend (slope) test was obtained by regressing the outcome on survey year.
The P value indicates the difference between adults with diagnosed diabetes and those without.
Other consists of Asian, non-Hispanic; Native Hawaiian/Pacific Islander, non-Hispanic; American Indian/Alaska Native, non-Hispanic; other race, non-Hispanic; and multirace, non-Hispanic.
Previously married includes those divorced, widowed, or separated.
Never married includes those never married or members of unmarried couples.
Percentage of Former Smokers Among Adults With Diagnosed Diabetes and Those Without Diagnosed Diabetes, United States, Behavioral Risk Factor Surveillance System, 2001–2010
| Year | Adults With Diagnosed Diabetes, % (SE) | Adults Without Diagnosed Diabetes, % (SE) |
|---|---|---|
| 2001 | 37.1 (0.7) | 23.6 (0.2) |
| 2002 | 36.2 (0.7) | 23.3 (0.2) |
| 2003 | 36.5 (0.6) | 23.7 (0.2) |
| 2004 | 35.0 (0.6) | 22.4 (0.2) |
| 2005 | 36.1 (0.6) | 23.4 (0.1) |
| 2006 | 38.4 (0.6) | 23.1 (0.2) |
| 2007 | 35.4 (0.4) | 23.1 (0.1) |
| 2008 | 36.2 (0.4) | 23.2 (0.1) |
| 2009 | 36.2 (0.4) | 23.7 (0.1) |
| 2010 | 36.3 (0.4) | 23.8 (0.1) |
| Total | 36.3 (0.2) | 23.3 (0.1) |
Abbreviation: SE, standard error.
Percentage of Current Adult Smokers With Quit Attempts During the Past 12 Months, by Selected Sociodemographic Characteristics and Self-Reported Diabetes Status, United States, Behavioral Risk Factor Surveillance System, 2001–2010a
| Characteristic | 2001, % (SE) | 2003, % (SE) | 2005, % (SE) | 2007, % (SE) | 2008, % (SE) | 2009, % (SE) | 2010, % (SE) | Slope for Annual Decline (SE) |
|
|---|---|---|---|---|---|---|---|---|---|
|
| 55.5 (0.4) | 53.6 (0.4) | 55.8 (0.4) | 57.6 (0.4) | 58.2 (0.4) | 59.6 (0.4) | 58.8 (0.4) | 0.49 (0.04) | <.0001 |
| Diabetes | 59.2 (1.6) | 57.4 (1.6) | 62.3 (1.3) | 59.7 (1.2) | 62.8 (1.2) | 62.3 (1.3) | 65.3 (1.0) | 0.57 (0.15) | .0001 |
| No diabetes | 55.3 (0.4) | 53.4 (0.4) | 55.3 (0.4) | 57.4 (0.4) | 57.8 (0.4) | 59.4 (0.4) | 58.2 (0.4) | 0.47 (0.05) | <.0001 |
|
| |||||||||
|
| .62 | ||||||||
| Diabetes | 63.7 (2.9) | 64.7 (3.0) | 69.9 (2.8) | 62.1 (2.7) | 67.9 (3.1) | 67.5 (3.5) | 70.7 (2.6) | 0.32 (0.32) | .33 |
| No diabetes | 58.6 (0.5) | 57.5 (0.5) | 59.0 (0.6) | 60.9 (0.6) | 61.6 (0.6) | 62.8 (0.6) | 62.1 (0.7) | 0.48 (0.06) | <.0001 |
|
| .34 | ||||||||
| Diabetes | 58.4 (2.2) | 53.8 (2.1) | 60.2 (1.7) | 60.0 (1.5) | 62.7 (1.5) | 62.5 (1.4) | 65.8 (1.2) | 0.93 (0.20) | <.0001 |
| No diabetes | 49.5 (0.7) | 46.7 (0.7) | 50.2 (0.6) | 53.2 (0.6) | 53.2 (0.6) | 55.4 (0.5) | 53.7 (0.5) | 0.74 (0.07) | <.0001 |
|
| .96 | ||||||||
| Diabetes | 55.0 (3.6) | 56.3 (3.3) | 57.3 (2.5) | 56.1 (2.4) | 55.8 (2.3) | 54.2 (2.0) | 57.4 (1.8) | 0.04 (0.30) | .9 |
| No diabetes | 50.0 (1.3) | 45.4 (1.4) | 46.0 (1.2) | 48.0 (1.0) | 46.8 (1.0) | 49.0 (1.0) | 49.6 (0.9) | 0.02 (0.13) | .85 |
|
| |||||||||
|
| .36 | ||||||||
| Diabetes | 57.2 (2.4) | 56.5 (2.3) | 61.3 (2.0) | 57.6 (1.8) | 59.3 (2.0) | 61.0 (1.9) | 64.0 (1.6) | 0.67 (0.23) | .0029 |
| No diabetes | 55.1 (0.6) | 52.4 (0.6) | 55.1 (0.6) | 56.8 (0.6) | 56.7 (0.6) | 58.9 (0.7) | 66.8 (1.2) | 0.46 (0.07) | <.0001 |
|
| .98 | ||||||||
| Diabetes | 61.3 (2.1) | 58.2 (2.0) | 63.4 (1.7) | 62.1 (1.4) | 67.0 (1.3) | 63.8 (1.7) | 57.2 (0.6) | 0.48 (0.19) | .013 |
| No diabetes | 55.6 (0.5) | 54.6 (0.5) | 55.6 (0.5) | 58.2 (0.5) | 59.1 (0.5) | 59.9 (0.5) | 59.3 (0.5) | 0.48 (0.06) | <.0001 |
|
| |||||||||
|
| .01 | ||||||||
| Diabetes | 53.4 (1.9) | 50.5 (1.8) | 57.3 (1.5) | 55.9 (1.2) | 59.2 (1.3) | 58.7 (1.4) | 61.6 (1.2) | 0.87 (0.17) | <.0001 |
| No diabetes | 53.2 (0.4) | 50.1 (0.4) | 52.2 (0.4) | 54.2 (0.4) | 55.2 (0.4) | 56.5 (0.5) | 55.4 (0.4) | 0.43 (0.05) | <.0001 |
|
| .39 | ||||||||
| Diabetes | 69.2 (4.0) | 71.8 (3.6) | 74.8 (2.8) | 69.0 (2.9) | 75.3 (3.0) | 73.4 (2.6) | 71.2 (2.4) | 0.018 (0.34) | .96 |
| No diabetes | 64.8 (1.3) | 64.3 (1.3) | 63.1 (1.3) | 66.7 (1.4) | 66.0 (1.3) | 67.8 (1.4) | 69.1 (1.2) | 0.34 (0.14) | .018 |
|
| .59 | ||||||||
| Diabetes | 76.0 (4.6) | 66.3 (6.4) | 72.7 (4.7) | 67.7 (4.6) | 61.4 (4.9) | 63.5 (5.5) | 74.0 (3.5) | −0.18 (0.55) | .75 |
| No diabetes | 62.1 (1.6) | 61.5 (1.7) | 64.6 (1.7) | 65.9 (1.6) | 63.5 (1.7) | 65.4 (1.7) | 61.8 (1.9) | 0.14 (0.19) | .46 |
|
| .38 | ||||||||
| Diabetes | 60.5 (6.1) | 67.1 (5.4) | 59.2 (5.2) | 56.8 (5.0) | 67.0 (5.2) | 64.0 (4.5) | 66.2 (3.9) | 0.30 (0.59) | .6 |
| No diabetes | 55.0 (1.9) | 59.0 (1.7) | 60.4 (1.8) | 61.9 (1.9) | 61.2 (1.8) | 64.0 (2.0) | 64.6 (1.5) | 0.88 (0.20) | <.0001 |
|
| |||||||||
|
| .66 | ||||||||
| Diabetes | 63.2 (3.2) | 56.9 (3.1) | 61.8 (3.0) | 63.2 (2.8) | 68.9 (2.5) | 62.9 (2.6) | 66.5 (2.3) | 0.49 (0.31) | .11 |
| No diabetes | 57.5 (1.1) | 55.2 (1.1) | 56.1 (1.1) | 58.8 (1.2) | 60.1 (1.2) | 60.2 (1.2) | 57.8 (1.3) | 0.34 (0.13) | .006 |
|
| .79 | ||||||||
| Diabetes | 58.2 (2.6) | 53.8 (2.6) | 62.0 (2.0) | 59.2 (1.7) | 60.3 (2.1) | 61.6 (2.0) | 64.6 (1.7) | 0.58 (0.24) | .017 |
| No diabetes | 53.9 (0.6) | 51.6 (0.7) | 54.5 (0.7) | 56.3 (0.6) | 56.7 (0.7) | 57.6 (0.7) | 57.9 (0.7) | 0.51 (0.07) | <.0001 |
|
| .48 | ||||||||
| Diabetes | 57.5 (2.7) | 60.7 (2.5) | 62.5 (2.1) | 58.8 (1.8) | 62.2 (1.8) | 62.7 (2.1) | 65.4 (1.5) | 0.65 (0.24) | .0059 |
| No diabetes | 55.7 (0.6) | 54.3 (0.6) | 55.8 (0.6) | 57.8 (0.6) | 57.9 (0.6) | 60.6 (0.6) | 58.6 (0.6) | 0.48 (0.06) | <.0001 |
|
| |||||||||
|
| .93 | ||||||||
| Diabetes | 59.7 (2.3) | 56.0 (2.3) | 64.4 (1.8) | 60.1 (1.8) | 60.7 (1.8) | 59.8 (1.9) | 66.5 (1.5) | 0.55 (0.22) | .013 |
| No diabetes | 54.5 (0.6) | 54.3 (0.6) | 55.8 (0.6) | 57.8 (0.6) | 57.9 (0.6) | 60.6 (0.6) | 57.3 (0.6) | 0.57 (0.06) | <.0001 |
|
| .25 | ||||||||
| Diabetes | 61.0 (2.5) | 60.3 (2.3) | 57.7 (2.0) | 60.0 (1.6) | 60.7 (2.1) | 62.4 (1.9) | 63.6 (1.5) | 0.31 (0.23) | .17 |
| No diabetes | 51.1 (0.8) | 50.9 (0.8) | 51.9 (0.7) | 54.0 (0.7) | 55.1 (0.7) | 56.1 (0.7) | 56.7 (0.7) | 0.58 (0.08) | <.0001 |
|
| .02 | ||||||||
| Diabetes | 52.3 (4.3) | 55.5 (4.0) | 64.9 (3.5) | 58.1 (3.5) | 72.0 (2.8) | 69.3 (2.9) | 64.9 (2.8) | 1.13 (0.40) | .0046 |
| No diabetes | 59.9 (0.8) | 58.2 (0.8) | 59.3 (0.9) | 60.3 (0.9) | 60.7 (0.9) | 61.9 (0.9) | 60.7 (0.9) | 0.19 (0.09) | .045 |
Abbreviation: SE, standard error.
The data for 2002, 2004, and 2006 were not presented because of space limitation.
The linear trend (slope) test was obtained by regressing the outcome on survey year.
The P value indicates the difference between adults with diagnosed diabetes and those without.
Other consists of Asian, non-Hispanic; Native Hawaiian/Pacific Islander, non-Hispanic; American Indian/Alaska Native, non-Hispanic; other race, non-Hispanic; and multirace, non-Hispanic.
Previously married includes those divorced, widowed, or separated.
Never married includes those never married or members of unmarried couples.
Adjusted Prevalence Ratios (APRs) For Cigarette Smoking Among US Adults and Quit Attempts Among Smoking Adults,a United States, Behavioral Risk Factor Surveillance System, 2001–2010
| Status or Year | Cigarette Smoking, APR (99% CI) | Quit Attempt Among Smokers, APR (99% CI) |
|---|---|---|
|
| ||
| No diabetes | Reference | Reference |
| Diabetes | 0.91 (0.89−0.93) | 1.13 (1.11−1.15) |
|
| ||
| 2001 | Reference | Reference |
| 2002 | 0.99 (0.96−1.01) | 1.02 (0.99−1.04) |
| 2003 | 0.98 (0.96−1.01) | 0.96 (0.94−0.99) |
| 2004 | 0.93 (0.90−0.95) | 0.99 (0.96−1.01) |
| 2005 | 0.92 (0.90−0.94) | 1.00 (0.98−1.03) |
| 2006 | 0.89 (0.86−0.91) | 1.03 (1.00−1.05) |
| 2007 | 0.89 (0.86−0.91) | 1.04 (1.01−1.07) |
| 2008 | 0.84 (0.82−0.87) | 1.04 (1.02−1.07) |
| 2009 | 0.84 (0.81−0.86) | 1.06 (1.04−1.09) |
| 2010 | 0.80 (0.78−0.82) | 1.06 (1.03−1.09) |
Abbreviation: CI, confidence interval.
APRs and CIs were obtained from log-linear regression models after adjustment for sex, age, race/ethnicity, education attainment, and marital status.
Predicted Margins of Cigarette Smoking Among US Adults and Quit Attempts Among Smoking Adults by Diabetes Statusa, United States, Behavioral Risk Factor Surveillance System, 2001–2010
| Smoking Status/Year | With Diagnosed Diabetes, % (SE) | Without Diagnosed Diabetes, % (SE) |
|---|---|---|
|
| ||
| 2001 | 18.6 (0.6) | 22.4 (0.2) |
| 2002 | 19.4 (0.6) | 22.1 (0.2) |
| 2003 | 19.6 (0.6) | 22.0 (0.2) |
| 2004 | 18.6 (0.5) | 20.5 (0.1) |
| 2005 | 18.6 (0.5) | 20.5 (0.1) |
| 2006 | 17.4 (0.5) | 19.8 (0.2) |
| 2007 | 17.8 (0.4) | 19.8 (0.2) |
| 2008 | 17.9 (0.4) | 18.8 (0.1) |
| 2009 | 17.7 (0.4) | 18.6 (0.1) |
| 2010 | 17.9 (0.4) | 17.8 (0.1) |
|
| ||
| 2001 | 61.9 (1.7) | 55.3 (0.4) |
| 2002 | 64.0 (1.5) | 56.2 (0.4) |
| 2003 | 59.3 (1.6) | 53.2 (0.4) |
| 2004 | 59.9 (1.6) | 54.7 (0.4) |
| 2005 | 64.9 (1.3) | 55.2 (0.4) |
| 2006 | 64.6 (1.6) | 56.7 (0.4) |
| 2007 | 62.8 (1.2) | 57.4 (0.4) |
| 2008 | 65.5 (1.3) | 57.7 (0.4) |
| 2009 | 64.7 (1.3) | 59.0 (0.4) |
| 2010 | 68.0 (1.1) | 58.5 (0.4) |
Abbreviation: SE, standard error.
Predictive marginals were obtained from log-linear regression models after adjustment for sex, age, race/ethnicity, education attainment, and marital status.
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