| Literature DB >> 30730830 |
Kathleen R Ragan1,2, Natasha Buchanan Lunsford1, Cheryll C Thomas1, Eric W Tai1, Aaron Sussell3, Dawn M Holman1.
Abstract
INTRODUCTION: Nearly 5 million people are treated for skin cancer each year in the United States. Agricultural and construction workers (ACWs) may be at increased risk for skin cancer because of high levels of ultraviolet radiation exposure from the sun. This is the first study that uses nationally representative data to assess sun-protection behaviors among ACWs.Entities:
Mesh:
Substances:
Year: 2019 PMID: 30730830 PMCID: PMC6395080 DOI: 10.5888/pcd16.180446
Source DB: PubMed Journal: Prev Chronic Dis ISSN: 1545-1151 Impact factor: 2.830
FigureIndustry and occupation data from the 2015 National Health Interview Survey were used to identify 2,747 agricultural and construction workers. A total of 449 workers were excluded from our study on sun-protection behaviors, yielding a final sample of 2,298 agricultural and construction workers.
Weighted Percentages (95% CI) of Demographic Characteristics of Agricultural and Construction Workers (N = 2,298), by Industry and Occupation,a National Health Interview Survey, United States, 2015b
| Variable | Industry | Occupation | ||
|---|---|---|---|---|
| Agriculture, Forestry, Fishing, and Hunting (n = 468) (Weighted n = 2,595,261) | Construction (n = 1,630) (Weighted n = 12,028,139) | Farming, Fishing, and Forestry (n = 261) (Weighted n = 1,487,772) | Construction (n = 1,313) (Weighted n = 8,974,654) | |
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| Male | 72.4 (66.0–77.9) | 89.3 (87.0–91.3) | 66.1 (56.2–74.8) | 95.6 (94.1–96.8) |
| Female | 27.6 (22.1–34.0) | 10.7 (8.7–13.0) | 33.9 (25.2–43.8) | 4.4 (3.2–5.9) |
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| 18–29 | 17.7 (13.7–22.6) | 15.4 (13.1–18.1) | 6.0 (18.9–34.8) | 17.3 (14.4–20.7) |
| 30–39 | 16.8 (12.8–21.8) | 23.1 (20.4–26.1) | 17.6 (11.7–25.6) | 22.2 (19.3–25.3) |
| 40–49 | 18.3 (13.6–24.3) | 18.5 (15.9–21.3) | 19.9 (13.9–27.6) | 19.1 (16.3–22.3) |
| 50–65 | 27.7 (23.2–32.8) | 29.3 (26.4–32.3) | 24.6 (19.6–30.5) | 27.4 (24.3–30.7) |
| ≥66 | 19.5 (14.9–25.0) | 13.7 (11.7–16.1) | 11.9 (7.9–17.6) | 14.0 (11.9–16.5) |
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| Non-Hispanic white | 60.2 (52.4–67.5) | 64.7 (61.4–67.9) | 44.4 (33.5–55.8) | 60.2 (56.5–63.8) |
| Non-Hispanic black | —c | 6.6 (5.3–8.2) | —c | 7.2 (5.7–9.0) |
| Non-Hispanic other | —c | 2.9 (2.1–4.0) | —c | 2.9 (2.0–4.2) |
| Hispanic | 33.1 (25.4–41.7) | 25.8 (23.1–28.8) | 50.5 (39.1–61.7) | 29.7 (26.5–33.2) |
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| Less than high school | 35.4 (28.8–42.7) | 23.4 (20.7–26.3) | 49.2 (37.8–60.7) | 29.2 (25.7–32.9) |
| High school graduate/GED | 32.6 (26.4–39.5) | 34.4 (31.3–37.6) | 27.8 (19.8–37.5) | 35.6 (32.0–39.4) |
| Some college, no degree | 14.5 (10.3–20.1) | 18.1 (15.8–20.7) | 12.8 (8.1–19.8) | 17.3 (14.7–20.3) |
| Associate degree | 5.0 (2.8–8.7) | 13.3 (10.7–16.2) | —c | 12.6 (10.3–15.4) |
| Bachelor’s degree or higher | 12.5 (8.6–17.7) | 10.9 (8.9–13.3) | —c | 5.2 (3.8–7.1) |
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| Married or living with partner | 65.8 (59.3–71.8) | 70.4 (67.2–73.4) | 59.9 (50.2–68.9) | 66.2 (62.4–69.9) |
| Divorced, separated, or widowed | 15.7 (12.2–20.0) | 11.5 (9.9–13.2) | 14.6 (10.0–20.8) | 12.9 (10.9–15.2) |
| Never married | 18.5 (13.8–24.4) | 18.2 (15.7–20.9) | 25.5 (18.0–34.9) | 20.9 (18.0–24.1) |
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| Born in the United States | 71.1 (61.5–79.1) | 77.4 (74.5–80.1) | 57.8 (44.7–70.0) | 75.4 (71.9–78.6) |
| <15 y in the United States | 9.2 (5.8–14.5) | 7.3 (5.8–9.2) | 14.3 (9.7–20.8) | 8.3 (6.5–10.5) |
| ≥15 y in the United States | 19.7 (14.1–26.8) | 15.3 (13.2–17.6) | 27.8 (19.4–38.3) | 16.4 (13.7–19.4) |
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| Northeast | 9.8 (5.8–16.2) | 16.9 (14.5–19.7) | —c | 15.0 (12.6–17.7) |
| Midwest | 27.1 (21.1–34.2) | 21.3 (18.5–24.5) | 18.2 (11.6–27.2) | 21.9 (18.6–25.5) |
| South | 24.0 (18.6–30.5) | 37.4 (34.4–40.6) | 21.7 (15.4–29.6) | 38.0 (34.5–41.6) |
| West | 39.0 (31.7–46.8) | 24.3 (21.8–27.1) | 51.6 (41.4–61.7) | 25.2 (22.2–28.4) |
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| Private | 48.8 (41.8–55.9) | 54.4 (50.9–57.8) | 32.4 (24.3–41.8) | 49.0 (45.2–52.7) |
| Public | 30.7 (25.4–36.5) | 23.9 (21.2–26.9) | 44.6 (36.8–52.7) | 24.5 (21.5–27.7) |
| None | 20.5 (15.1–27.2) | 21.7 (19.1–24.6) | 23.0 (17.0–30.4) | 26.6 (23.3–30.1) |
|
| 22.6 (17.4–28.8) | 30.4 (27.6–33.3) | 16.9 (11.4–24.3) | 27.3 (24.0–30.9) |
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| Severe/moderate sunburn | 29.9 (23.3–37.3) | 26.4 (23.3–29.7) | 32.1 (24.6–40.7) | 25.9 (22.7–29.4) |
| Mild sunburn | 23.8 (18.4–30.3) | 22.7 (20.0–25.7) | 17.1 (11.7–24.4) | 22.4 (19.3–25.8) |
| Turn darker without sunburn | 28.4 (22.4–35.3) | 33.5 (30.1–37.0) | 33.8 (25.9–42.7) | 34.2 (30.5–38.1) |
| Nothing would happen to my skin | 17.9 (13.2–23.8) | 17.5 (14.8–20.5) | 17.0 (10.8–25.6) | 17.5 (14.4–21.1) |
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| Burn repeatedly or freckle | 11.2 (7.9–15.7) | 11.1 (9.0–13.6) | —c | 9.5 (7.2–12.4) |
| Mild tan | 36.3 (29.9–43.2) | 31.1 (27.8–34.7) | 34.5 (25.1–45.2) | 31.3 (27.7–35.2) |
| Moderate tan | 35.9 (28.2–44.5) | 37.9 (34.6–41.4) | 31.6 (22.0–43.0) | 38.8 (34.9–42.8) |
| Very dark tan | 16.6 (11.5–23.4) | 19.9 (17.0–23.1) | 21.9 (14.6–31.6) | 20.4 (17.0–24.3) |
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| 0 | 64.1 (56.4–71.1) | 64.5 (61.0–67.9) | 67.6 (57.2–76.5) | 65.1 (61.4–68.6) |
| 1 | 18.8 (13.9–25.0) | 16.2 (13.6–19.1) | 18.0 (11.3–27.6) | 17.7 (14.8–21.0) |
| ≥2 | 17.1 (12.4–23.0) | 19.3 (16.7–22.2) | 14.4 (9.8–20.6) | 17.2 (14.6–20.2) |
Abbreviations: CI, confidence interval; GED, general equivalency degree.
Industry refers to employer type of business or work (eg, dairy farm), whereas occupation refers to type of work (eg, farm hand).
Respondents with a personal history of skin cancer (melanoma, nonmelanoma, or other/don’t know) (n = 102), family history of melanoma (n = 38), or a response of “do not go out in the sun” for any question (n = 218) were excluded.
Estimates with a sample size <30 are not reported; estimates with a sample size of 30–59 are indicated and should be interpreted cautiously.
Associate degree from occupational, technical, vocational, or academic program.
Northeast (Connecticut, Maine, Massachusetts, New Hampshire, New Jersey, New York, Pennsylvania, Rhode Island, Vermont); Midwest (Illinois, Indiana, Iowa, Kansas, Michigan, Minnesota, Missouri, Nebraska, North Dakota, Ohio, South Dakota, Wisconsin); South (Alabama, Arkansas, Delaware, District of Columbia, Florida, Georgia, Kentucky, Louisiana, Maryland, Mississippi, North Carolina, Oklahoma, South Carolina, Tennessee, Texas, Virginia, West Virginia); West (Alaska, Arizona, California, Colorado, Hawaii, Idaho, Montana, New Mexico, Oregon, Utah, Nevada, Washington, Wyoming).
Medicaid, other public insurance, and other coverage among people younger than 65; dual eligible (Medicaid and Medicare), Medicare only, Medicare Advantage, and other coverage among persons aged ≥65.
Weighted Percentages (95% CI) of Sun-Protection Use Among Workers in Agricultural and Construction Industries, National Health Interview Survey, United States, 2015
| When you go outside on a warm sunny day for more than 1 hour, how often do you . . . | Industry Group |
| |
|---|---|---|---|
| Agriculture, Forestry, Fishing, and Hunting (n = 443) | Construction (n = 1,507) | ||
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| Always/most of the time | 25.5 (20.2–31.7) | 25.6 (22.5–28.9) | .99 |
| Sometimes/rarely | 55.1 (48.9–61.1) | 55.3 (51.8–58.8) | |
| Never | 19.4 (15.1–24.6) | 19.1 (16.3–22.3) | |
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| Always/most of the time | 54.8 (48.9–60.6) | 46.1 (42.6–49.7) | .054 |
| Sometimes/rarely | 21.9 (16.5–28.4) | 25.6 (22.5–29.0) | |
| Never | 23.4 (18.2–29.5) | 28.3 (25.3–31.4) | |
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| Always/most of the time | 25.9 (19.5–33.5) | 15.6 (13.2–18.5) | .047 |
| Sometimes/rarely | 22.5 (17.0–29.1) | 24.2 (21.1–27.5) | |
| Never | 51.6 (43.7–59.5) | 60.2 (56.7–63.6) | |
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| Always/most of the time | 33.5 (27.2–40.5) | 14.6 (12.3–17.3) | <.001 |
| Sometimes/rarely | 25.6 (20.4–31.6) | 30.9 (27.8–34.1) | |
| Never | 40.9 (34.8–47.3) | 54.5 (51.2–57.8) | |
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| Always/most of the time | 63.5 (56.2–70.2) | 44.2 (40.6–47.9) | <.001 |
| Sometimes/rarely | 18.0 (13.4–23.9) | 28.0 (25.0–31.3) | |
| Never | 18.5 (13.8–24.3) | 27.7 (24.4–31.4) | |
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| Always/most of the time | 19.1 (13.7–26.0) | 19.6 (16.9–22.5) | .66 |
| Sometimes/rarely | 27.3 (20.9–34.7) | 30.3 (27.3–33.5) | |
| Never | 53.6 (46.4–60.7) | 50.2 (46.6–53.7) | |
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| 15–44 | 63.7 (52.2–73.9) | 64.1 (58.7–69.2) | .95 |
| ≥45 | 36.3 (26.1–47.8) | 35.9 (30.8–41.3) | |
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| Yes | 80.8 (75.3–85.3) | 66.6 (63.3–69.7) | <.001 |
| No | 19.2 (14.7–24.7) | 33.4 (30.3–36.7) | |
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| Yes | 70.9 (64.4–76.6) | 50.7 (47.0–54.5) | <.001 |
| No | 29.2 (23.4–35.7) | 49.3 (45.6–53.0) | |
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| 3–4 | 9.3 (5.8–14.5) | 4.9 (3.5–6.9) | <.001 |
| 2–2.9 | 31.2 (26.5–36.3) | 18.4 (16.0–21.1) | |
| 1–1.9 | 43.2 (36.7–49.9) | 48.0 (44.5–51.6) | |
| 0–0.9 | 16.4 (12.3–21.5) | 28.7 (25.7–31.8) | |
Abbreviations: CI, confidence interval; SPF, sun protection factor.
Determined by χ2 test.
Respondents who reported using sunscreen with SPF <15 were excluded.
Estimates with a sample size of 30–59 should be interpreted cautiously.
Sun protection was defined as doing 1 or more of the following always or most of the time: staying in the shade, wearing a wide-brimmed hat, long-sleeved shirt, or long clothing to the ankles, and using sunscreen of SPF ≥15.
Protective clothing was defined as wearing 1 or more of the following always or most of the time: wide-brimmed hat, long-sleeved shirt, or long clothing to the ankles.
Range 0–4; average of scores from the following behaviors with 4 indicating always and 0 indicating never for all behaviors: staying in the shade; wearing a wide-brimmed hat, long-sleeved shirt, or long clothing to the ankles; and using sunscreen of SPF ≥15.
Weighted Percentages (95% CI) of Sun-Protection Use Among Workers in Agricultural and Construction Occupations, National Health Interview Survey, United States, 2015
| When you go outside on a warm sunny day for more than 1 hour, how often do you . . . | Occupation |
| |
|---|---|---|---|
| Farming, Fishing, and Forestry (n = 250) | Construction (n = 1,208) | ||
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| Always/most of the time | 29.1 (21.3–38.4) | 24.5 (21.0–28.2) | .62 |
| Sometimes/rarely | 53.5 (44.5–62.3) | 57.1 (53.0–61.1) | |
| Never | 17.4 (11.5–25.4) | 18.4 (15.4–21.8) | |
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| Always/most of the time | 50.6 (41.3–59.9) | 47.5 (43.6–51.4) | .53 |
| Sometimes/rarely | 24.9 (18.7–32.5) | 23.9 (20.5–27.6) | |
| Never | 24.5 (18.3–31.8) | 28.7 (25.3–32.2) | |
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| Always/most of the time | 28.8 (19.7–40.0) | 14.6 (12.1–17.6) | .04 |
| Sometimes/rarely | 18.3 (12.9–25.3) | 23.9 (20.6–27.5) | |
| Never | 52.9 (42.8–62.9) | 61.5 (57.4–65.5) | |
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| Always/most of the time | 42.8 (34.4–51.7) | 15.6 (12.9–18.7) | <.001 |
| Sometimes/rarely | 22.0 (15.5–30.2) | 29.5 (26.1–33.1) | |
| Never | 35.2 (27.4–43.9) | 55.0 (51.2–58.7) | |
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| Always/most of the time | 64.6 (55.8–72.5) | 47.5 (43.2–51.9) | .002 |
| Sometimes/rarely | 19.2 (13.5–26.6) | 24.9 (21.6–28.5) | |
| Never | 16.2 (11.4–22.6) | 27.6 (23.9–31.6) | |
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| Always/most of the time | 21.4 (14.4–30.6) | 15.1 (12.3–18.3) | .37 |
| Sometimes/rarely | 24.9 (17.3–34.4) | 29.3 (25.7–33.1) | |
| Never | 53.8 (45.1–62.2) | 55.6 (51.5–59.7) | |
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| 15–44 | 69.6 (52.8–82.4) | 64.1 (57.1–70.6) | .52 |
| ≥45 | 30.4 (17.6–47.2) | 35.9 (29.4–42.9) | |
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| Yes | 80.0 (74.3–84.8) | 66.3 (62.4–70.0) | <.001 |
| No | 20.0 (15.3–25.7) | 33.7 (30.0–37.6) | |
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| Yes | 70.5 (63.2–76.9) | 53.0 (48.8–57.2) | <.001 |
| No | 29.5 (23.1–36.9) | 47.0 (42.8–51.2) | |
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| 3.0–4.0 | 12.2 (7.2–20.0) | 5.1 (3.4–7.4) | .001 |
| 2.0–2.9 | 33.0 (26.3–40.6) | 17.6 (14.8–20.9) | |
| 1.0–1.9 | 37.0 (28.5–46.4) | 47.7 (43.8–51.6) | |
| 0–0.9 | 17.8 (12.7–24.3) | 29.6 (26.0–33.6) | |
Abbreviations: CI, confidence interval; SPF, sun protection factor.
Determined by χ2 test.
Respondents who reported using sunscreen with SPF <15 were excluded.
Estimates with a sample size 30–59 should be interpreted cautiously.
Sun protection was defined as doing 1 or more of the following always or most of the time: staying in the shade, wearing a wide-brimmed hat, long-sleeved shirt, or long clothing to the ankles, and using sunscreen of SPF ≥15.
Protective clothing was defined as wearing 1 or more of the following always or most of the time: wide-brimmed hat, long-sleeved shirt, or long clothing to the ankles.
Range 0–4; average of scores from the following behaviors with 4 indicating always and 0 indicating never for all behaviors: staying in the shade; wearing a wide-brimmed hat, long sleeved shirt, or long clothing to the ankles; and using sunscreen of SPF ≥15.