| Literature DB >> 25214855 |
Benjamin J Becerra1, Monideepa B Becerra2, Miryam C Gerdine3, Jim E Banta1.
Abstract
OBJECTIVE: The influence of religion, acculturation, and incarceration on substance abuse has been studied, though predominantly among adolescents. Little research exists on how such factors influence substance use among Hispanic adults. The objective of this study was to assess key determinants of substance use among Hispanic adults.Entities:
Mesh:
Year: 2014 PMID: 25214855 PMCID: PMC4158458 DOI: 10.1155/2014/459596
Source DB: PubMed Journal: J Environ Public Health ISSN: 1687-9805
Characteristics (sample size and weighted percent) of Hispanic adults in study sample (n = 6,119; N = 34,808,706), NSDUH 2012.
| Lifetime substance use | Substance use in the past year | Substance use in the past month | ||||
|---|---|---|---|---|---|---|
| Yes | No | Yes | No | Yes | No | |
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| Age (years)abc | ||||||
| 18–34 | 2320 (52.7) | 2156 (47.3) | 1226 (24.8) | 3250 (75.2) | 676 (13.5) | 3800 (86.5) |
| 35–49 | 416 (38.8) | 684 (61.2) | 109 (11.4) | 991 (88.6) | 56 (5.1) | 1044 (94.9) |
| 50–64 | 142 (36.5) | 241 (63.5) | 23 (5.9) | 360 (94.1) | 14 (3.8) | 369 (96.2) |
| 65 or more | 20 (14.8) | 140 (85.2) | 5 (3.7) | 155 (96.3) | 1 (1.1) | 159 (98.9) |
| Genderrabc | ||||||
| Male | 1551 (49.8) | 1350 (50.2) | 769 (18.2) | 2132 (81.8) | 443 (9.7) | 2458 (90.3) |
| Female | 1347 (34.7) | 1871 (65.3) | 594 (12.6) | 2624 (87.4) | 304 (6.5) | 2914 (93.5) |
| Marital statusabc | ||||||
| Not currently married | 2170 (47.9) | 1993 (52.1) | 1176 (21.8) | 2987 (78.2) | 663 (12.2) | 3500 (87.8) |
| Currently married | 728 (36.2) | 1228 (63.8) | 187 (8.6) | 1769 (91.4) | 84 (3.8) | 1872 (96.2) |
| Povertya | ||||||
| <100% FPL | 819 (34.2) | 1140 (65.8) | 425 (15.6) | 1534 (84.4) | 240 (8.7) | 1719 (91.3) |
| 100–199% FPL | 859 (38.6) | 1031 (61.4) | 411 (14.6) | 1479 (85.4) | 222 (7.4) | 1668 (92.6) |
| ≥200% FPL | 1190 (49.8) | 1024 (50.2) | 502 (15.5) | 1712 (84.5) | 269 (8.0) | 1945 (92.0) |
| Educationab | ||||||
| Less than high school | 662 (27.4) | 1091 (72.6) | 315 (11.1) | 1438 (88.9) | 182 (6.4) | 1571 (93.6) |
| High school graduate | 1036 (44.9) | 1090 (55.1) | 509 (17.4) | 1617 (82.6) | 278 (9.2) | 1848 (90.8) |
| Some college | 878 (54.5) | 737 (45.5) | 415 (18.9) | 1200 (81.1) | 230 (9.0) | 1385 (91.0) |
| College graduate | 322 (49.3) | 303 (50.7) | 124 (14.9) | 501 (85.1) | 57 (8.0) | 568 (92.0) |
| Employment statusa | ||||||
| Currently unemployed | 873 (33.8) | 1191 (66.2) | 473 (13.9) | 1591 (86.1) | 274 (7.9) | 1790 (92.1) |
| Currently employed | 2025 (46.5) | 2030 (53.5) | 890 (16.2) | 3165 (83.8) | 473 (8.2) | 3582 (91.8) |
| Lifetime major depressive episodeabc | ||||||
| Yes | 505 (65.8) | 230 (34.2) | 264 (27.9) | 471 (72.1) | 131 (14.3) | 604 (85.7) |
| No | 2372 (39.5) | 2959 (60.5) | 1087 (14.0) | 4244 (86.0) | 608 (7.4) | 4723 (92.6) |
| Religious beliefs influence lifeabc | ||||||
| Strongly disagree/disagree | 1129 (52.6) | 857 (47.4) | 640 (23.1) | 1346 (76.9) | 369 (13.2) | 1617 (86.8) |
| Strongly agree/agree | 1732 (38.7) | 2290 (61.3) | 704 (12.6) | 3318 (87.4) | 366 (6.2) | 3656 (93.8) |
| Language of interviewabc | ||||||
| English | 2578 (53.9) | 2115 (46.1) | 1266 (20.4) | 3427 (79.6) | 708 (10.9) | 3985 (89.1) |
| Spanish | 320 (17.5) | 1106 (82.5) | 97 (4.9) | 1329 (95.1) | 39 (2.1) | 1387 (97.9) |
| Incarcerationabc | ||||||
| Never booked/arrested | 2075 (35.5) | 2956 (64.5) | 942 (12.0) | 4089 (88.0) | 478 (5.7) | 4553 (94.3) |
| Ever booked/arrested | 816 (78.2) | 252 (21.8) | 419 (33.1) | 649 (66.9) | 268 (21.3) | 800 (78.7) |
FPL: federal poverty level; n: sample size; N: population estimate.
aLifetime substance use P < 0.05;bpast year substance use P < 0.05; cpast month substance use P < 0.05.
Multivariable logistic regression odds ratio (and 95% CI) of substance use among Hispanic adults, NSDUH 2012.
| Lifetime substance use | Substance use in past year | Substance use in past month | |
|---|---|---|---|
| Age (years) Ref. = 18–34 | |||
| 35–49 | 0.83 (0.63, 1.10) | 0.61 (0.44, 0.86)∗∗ | 0.55 (0.35, 0.89)∗ |
| 50–64 | 0.80 (0.57, 1.12) | 0.26 (0.14, 0.51)∗∗∗ | 0.47 (0.20, 1.07) |
| 65 or more | 0.21 (0.10, 0.45)∗∗∗ | NR | NR |
| Gender Ref. = Male | |||
| Female | 0.61 (0.51, 0.75)∗∗∗ | 0.74 (0.58, 0.93)∗ | 0.77 (0.59, 1.02) |
| Marital status Ref. = not currently married | |||
| Currently married | 0.79 (0.64, 0.97)∗ | 0.53 (0.40, 0.70)∗∗∗ | 0.47 (0.30, 0.73)∗∗ |
| Poverty Ref. < 100% FPL | |||
| 100–199% FPL | 1.06 (0.82, 1.37) | 0.90 (0.66, 1.22) | 0.83 (0.53, 1.28) |
| ≥200% FPL | 1.48 (1.15, 1.90)∗∗ | 0.95 (0.72, 1.25) | 0.97 (0.62, 1.54) |
| Education Ref. = less than high school | |||
| High school graduate | 1.32 (1.06, 1.64)∗ | 1.05 (0.73, 1.51) | 0.96 (0.65, 1.42) |
| Some college | 1.54 (1.21, 1.95)∗∗ | 0.97 (0.71, 1.33) | 0.80 (0.53, 1.20) |
| College graduate | 1.32 (0.88, 1.98) | 0.93 (0.60, 1.45) | 0.90 (0.43, 1.86) |
| Employment status Ref. = currently unemployed | |||
| Currently employed | 1.22 (1.00, 1.47)∗ | 0.96 (0.74, 1.26) | 0.84 (0.60, 1.18) |
| Lifetime major depressive episode Ref. = No | |||
| Yes | 2.97 (2.03, 4.33)∗∗∗ | 2.22 (1.58, 3.13)∗∗∗ | 1.75 (1.09, 2.83)∗ |
| Religious beliefs influence life Ref. = strongly disagree/disagree | |||
| Strongly agree/agree | 0.72 (0.58, 0.91)∗ | 0.63 (0.49, 0.82)∗∗ | 0.59 (0.43, 0.81)∗∗ |
| Language of interview Ref. = English | |||
| Spanish | 0.29 (0.23, 0.37)∗∗∗ | 0.33 (0.22, 0.51)∗∗∗ | 0.30 (0.17, 0.53)∗∗∗ |
| Incarceration Ref. = never booked/arrested | |||
| Ever booked/arrested | 5.25 (3.94, 7.00)∗∗∗ | 2.45 (1.85, 3.24)∗∗∗ | 3.08 (2.21, 4.29)∗∗∗ |
Ref.: reference category; FPL: federal poverty level; CI: confidence interval; NR: not reported due to low sample size.
P <0.05∗, <0.005∗∗, and <0.0001∗∗∗.
Receiver operator curve (ROC) analysis of substance use logistic regression modelsa.
| Lifetime substance use | Substance use in past year | Substance use in past month | ||||
|---|---|---|---|---|---|---|
| Area under curve | Gain in AUC | Area under curve | Gain in AUC | Area under curve | Gain in AUC | |
| No variables (random) | 0.5 | 0.5 | 0.5 | |||
| Adding demographics | 0.615 | 0.115 | 0.684 | 0.184 | 0.681 | 0.181 |
| Adding socioeconomic status | 0.641 | 0.026 | 0.692 | 0.008 | 0.689 | 0.008 |
| Adding major depressive episode | 0.667 | 0.026 | 0.710 | 0.018 | 0.696 | 0.007 |
| Adding religious influence in life | 0.675 | 0.008 | 0.727 | 0.017 | 0.715 | 0.019 |
| Adding acculturation | 0.706 | 0.031 | 0.744 | 0.017 | 0.739 | 0.024 |
| Adding incarceration | 0.745 | 0.039 | 0.762 | 0.018 | 0.762 | 0.023 |
aResults from successively adding in each block of variables. The final result represents the full models shown in Table 2.
Multivariable logistic regression analysis of lifetime use of specific substances among Hispanic adults, NSDUH 2012.
| Marijuana | Pain relievers | Cocaine | Hallucinogens | Other drugs | |
|---|---|---|---|---|---|
| Religious beliefs influence life | |||||
| Strongly disagree/disagree (ref.) | |||||
| Strongly agree/agree | 0.74 (0.58, 0.95)∗ | 0.94 (0.68, 1.28) | 0.69 (0.50, 0.96)∗ | 0.67 (0.51, 0.87)∗∗ | 0.86 (0.65, 1.14) |
| Acculturation | |||||
| English (ref). | |||||
| Spanish | 0.17 (0.12, 0.24)∗∗∗ | 0.48 (0.32, 0.72)∗∗ | 0.43 (0.26, 0.69)∗∗ | 0.10 (0.06, 0.20)∗∗∗ | 0.36 (0.24, 0.55)∗∗∗ |
| Incarceration | |||||
| Never booked/arrested (ref.) | |||||
| Ever booked/arrested | 5.78 (4.26, 7.84)∗∗∗ | 2.37 (1.77, 3.17)∗∗∗ | 4.49 (3.24, 6.22)∗∗∗ | 4.64 (3.45, 6.23)∗∗∗ | 3.73 (2.67, 5.20)∗∗∗ |
Other drugs include heroin, inhalants, sedatives, stimulants, and tranquilizers. Ref.: reference category. Model adjusted for age, gender, marital status, poverty, education, employment, and lifetime major depressive episodes.
P < 0.05∗, <0.005∗∗, and <0.0001∗∗∗.