| Literature DB >> 26445360 |
Joseph A Schwartz1, Kevin M Beaver2, J C Barnes3.
Abstract
OBJECTIVES: Recent violent attacks on college campuses in the United States have sparked discussions regarding the prevalence of psychiatric disorders and the perpetration of violence among college students. While previous studies have examined the potential association between mental health problems and violent behavior, the overall pattern of findings flowing from this literature remain mixed and no previous studies have examined such associations among college students.Entities:
Mesh:
Year: 2015 PMID: 26445360 PMCID: PMC4596576 DOI: 10.1371/journal.pone.0138914
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Sample Characteristics Reported by College Status.
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| Bottom 25th Percentile, % (n) | 23.53 (9,812) | 22.83 (880) | .96 | .87; 1.06 | .438 |
| 26th to 49th Percentile, % (n) | 25.14 (9,508) | 30.71 (1,180) |
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| 50th to 74th Percentile, % (n) | 26.53 (9,761) | 27.34 (1,051) | 1.04 | .94; 1.16 | .446 |
| Top 25th Percentile, % (n) | 24.79 (9,764) | 19.13 (787) |
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| Bottom 25th Percentile, % (n) | 16.09 (7,208) | 5.00 (235) |
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| 26th to 49th Percentile, % (n) | 24.72 (9,969) | 15.85 (684) |
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| 50th to 74th Percentile, % (n) | 29.64 (11,094) | 35.18 (1,335) |
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| Top 25th Percentile, % (n) | 29.56 (10,893) | 43.97 (1,675) |
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| Bottom 25th Percentile, % (n) | 31.54 (12,389) | 22.74 (877) |
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| 26th to 49th Percentile, % (n) | 24.95 (9,478) | 21.18 (824) |
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| 50th to 74th Percentile, % (n) | 21.10 (8,117) | 19.64 (767) | .91 | .83; 1.01 | .078 |
| Top 25th Percentile, % (n) | 22.41 (8,594) | 36.45 (1,409) |
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| 10.35 (4.88) | 9.24 (5.07) | — | — | — |
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| Living with Family % (n) | — | 24.91 (912) | — | — | — |
| Living away from Family, % (n) | — | 75.09 (3,017) | — | — | — |
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| Married, % (n) | 60.93 (19,580) | 33.14 (1,189) |
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| Not Married, % (n) | 39.07 (19,584) | 66.86 (2,740) |
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| Male, % (n) | 48.11 (16,945) | 46.15 (1,573) | .92 | .85; 1.01 | .066 |
| Female, % (n) | 51.89 (22,219) | 53.85 (2,356) | 1.08 | .99; 1.18 | .066 |
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| White, % (n) | 71.35 (22,469) | 66.61 (2,038) |
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| Black, % (n) | 10.77 (7,382) | 13.87 (863) |
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| Native American, % (n) | 2.18 (649) | 1.61 (52) | .73 | .53; 1.02 | .067 |
| Asian, % (n) | 4.05 (1,124) | 7.26 (208) |
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| Hispanic, % (n) | 11.66 (7,540) | 10.65 (768) | .90 | .78; 1.04 | .161 |
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| 18 to 25 years old, % (n) | 10.73 (3,963) | 52.95 (1,875) |
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| 26 to 33 years old, % (n) | 14.16 (5,418) | 20.12 (859) |
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| 34 to 41 years old, % (n) | 17.20 (6,785) | 12.53 (581) |
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| 42 years or older, % (n) | 57.91 (22,998) | 14.40 (614) |
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Abbreviations: OR, odds ratio; CI, confidence interval; SD, standard deviation
All estimates calculated using survey weights to correct for sampling procedures. Bolded coefficients have an accompanying 95% CI that does not include 1.00.
Standardized Prevalence for Violence Psychiatric Disorder Measures by College Status.
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| Bullied Others, % (n) | 9.64 (2,180) | 8.00 (280) |
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| Got into Fights, % (n) | 4.55 (1,022) | 2.80 (104) |
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| Domestic Violence, % (n) | 8.23 (2,795) | 6.78 (262) |
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| Used Weapon in Fight, % (n) | 3.63 (1,078) | 3.67 (117) |
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| Hit Someone Injury, % (n) | 10.45 (2,070) | 9.75 (258) |
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| Harass/Threatened Someone, % (n) | 3.20 (551) | 3.43 (120) | .98 | .73; 1.32 | .915 |
| Physically Injured Someone, % (n) | 8.60 (1,685) | 9.14 (274) | .94 | .77; 1.16 | .564 |
| Any Violent Behavior, % (n) | 22.53 (6,222) | 21.35 (766) |
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| Major Depression, % (n) | 9.10 (2,739) | 8.36 (380) | .96 | .84; 1.09 | .516 |
| Dysthymia, % (n) | 2.03 (781) | 1.81 (62) | .84 | .59; 1.20 | .340 |
| Manic Disorder, % (n) | 2.54 (637) | 2.01 (87) | .79 | .58; 1.09 | .152 |
| Hypomanic Disorder, % (n) | 2.56 (388) | 2.27 (92) | .92 | .67; 1.27 | .618 |
| Any Mood Disorder, % (n) | 11.90 (3,560) | 10.95 (505) | .96 | .84; 1.09 | .484 |
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| Panic Disorder, % (n) | 2.04 (584) | 1.87 (69) | .96 | .69; 1.32 | .777 |
| Panic Disorder w/ Agro., % (n) | 0.75 (232) | 1.14 (22) | .96 | .55; 1.69 | .896 |
| Social Phobia, % (n) | 3.07 (1,021) | 3.09 (119) | 1.04 | .77; 1.40 | .808 |
| Specific Phobia, % (n) | 8.35 (2,748) | 8.19 (325) | .97 | .83; 1.12 | .643 |
| Generalized Anxiety, % (n) | 3.68 (1,378) | 4.25 (126) | 1.04 | .81; 1.35 | .719 |
| Any Anxiety Disorder, % (n) | 13.38 (4,689) | 13.32 (519) | .99 | .87; 1.13 | .922 |
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| Conduct Disorder, % (n) | 1.67 (366) | 2.11 (49) | .89 | .53; 1.49 | .658 |
| Antisocial Personality, % (n) | 6.28 (1,249) | 5.92 (173) | .82 | .64; 1.05 | .116 |
| Avoidant Personality, % (n) | 3.15 (905) | 2.50 (90) |
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| Dependent, % (n) | 0.76 (193) | 0.34 (15) |
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| Obsessive-Compulsive, % (n) | 8.21 (2,891) | 9.93 (370) | 1.17 | .99; 1.37 | .061 |
| Paranoid Personality, % (n) | 6.31 (1,884) | 4.90 (221) |
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| Schizoid Personality, % (n) | 3.88 (1,277) | 3.13 (148) | .78 | .60; 1.01 | .062 |
| Histrionic Personality, % (n) | 3.05 (695) | 2.71 (113) | .88 | .68; 1.14 | .340 |
| Any Personality Disorder, % (n) | 18.28 (5,863) | 19.15 (743) | .97 | .86; 1.10 | .685 |
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| Alcohol Use, % (n) | 14.50 (2,807) | 16.22 (520) |
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| Drug Use, % (n) | 5.48 (645) | 3.94 (122) |
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| Any Substance Use Disorder, % (n) | 16.22 (3,111) | 17.34 (567) | 1.11 | .97; 1.27 | .114 |
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| 35.55 (11,814) | 36.77 (1,525) | 1.06 | .97; 1.15 | .195 |
Abbreviations: AOR, adjusted odds ratio; CI, confidence interval; Agro, agroaphobia
All estimates calculated using survey weights to correct for sampling procedures. Age and sex standardized prevalence presented. Bolded coefficients have an accompanying 95% CI that does not include 1.00.
Adjusted Odds Ratios for Psychiatric Diagnoses and Violent Behavior.
| AOR for Violent Behavior (95% CI) | ||||||||
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| Bullied | Fighting | Domestic Violence | Weapon | Hit Hard | Harass/ Threaten | Injured Someone | Any Violence | |
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| Major Depression |
| 1.70 |
| 1.08 |
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| .98; 2.96 |
| .57; 2.03 |
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| Dysthymia |
| 2.68 | 1.03 |
| 1.11 |
| 1.74 | 1.61 |
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| .90; 7.94 | .39; 2.73 |
| .38; 3.19 |
| .61; 5.00 | .80; 3.28 | |
| Manic |
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| 1.09 |
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| 1.23 |
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| .37; 3.19 |
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| .55; 2.79 |
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| Hypomanic | 1.00 | 2.56 | 1.51 |
| 1.45 | 2.58 | 1.61 |
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| .45; 2.20 | 1.00; 6.55 | .62; 3.66 |
| .64; 3.32 | .99; 6.68 | .85; 3.05 |
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| Panic | 2.23 | 1.51 | 1.32 | 1.60 | 1.37 | 1.85 | .84 | 1.51 |
| .93; 5.35 | .38; 6.04 | .46; 3.75 | .39; 6.60 | 57; 3.34 | .35; 9.80 | .29; 2.45 | .77; 2.99 | |
| Panic w/ Agoraphobia | 1.42 | — | 1.82 | .99 | 2.99 | .27 | .30 | 1.45 |
| .39; 5.11 | .58; 5.69 | .13; 7.39 | .85; 10.48 | .03; 2.22 | .04; 2.38 | .54; 3.92 | ||
| Social Phobia | .89 |
| 1.56 | .49 | 1.52 | .46 | 1.67 | 1.42 |
| .38; 2.08 |
| .73; 3.30 | .13; 1.78 | .61; 3.81 | .12; 1.68 | .74; 3.76 | .82; 2.44 | |
| Specific Phobia |
| 1.87 |
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| 1.44 |
| 1.34 |
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| .97; 3.61 |
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| .86; 2.42 |
| .81; 2.21 |
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| Generalized Anxiety |
| 2.31 | 1.57 | 1.11 | 1.73 | 2.40 |
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| .92; 5.79 | .84; 2.93 | .43; 2.89 | .83; 3.60 | .94; 6.10 |
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| Conduct Disorder |
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| .64 | 1.69 | .85 |
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| .16; 2.56 | .51; 5.55 | .24; 3.07 |
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| Antisocial |
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| Avoidant | 1.89 | .58 | 1.14 | .40 | 1.16 | 1.20 | 1.08 | 1.52 |
| .82; 4.34 | .23; 1.50 | .59; 3.38 | .10; 1.61 | .39; 3.47 | .36; 4.00 | .40; 2.92 | .83; 2.79 | |
| Dependent | 3.18 | 2.23 | 2.30 | — | 2.82 | 4.57 | .84 | 1.93 |
| .65; 15.58 | .18; 27.90 | .66; 8.00 | .73; 10.88 | .76; 27.50 | .10; 6.90 | .68; 5.48 | ||
| Obsessive-Compulsive | 1.41 |
| 1.46 |
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| .92; 2.17 |
| .91; 2.35 |
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| Paranoid |
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| Schizoid | 1.33 |
| .99 | 2.11 |
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| 1.05 | 1.46 |
| .72; 2.45 |
| .50; 1.93 | 87; 5.14 |
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| .55; 2.00 | .95; 2.24 | |
| Histrionic |
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| Alcohol Use |
| 1.83 |
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| 1.40 |
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| .99; 3.37 |
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| .77; 2.56 |
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| Drug Use |
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| 1.28 | 1.43 | 1.51 |
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| .48; 3.41 | .69; 2.94 | .59; 3.89 |
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All odds ratios estimated using sampling weights and were adjusted for the following confounders: mental disability; general health; stressful life events; family income; living situation; marital status; sex; race; and age. Bolded coefficients have an accompanying 95% CI that does not include 1.00.
a p < .00033 (Bonferroni corrected alpha for 152 comparisons)
bOdds ratios could not be estimated due to insufficient cell size
Adjusted Odds Ratios for Psychiatric Diagnoses and Violent Behavior with Controls for Comorbidity.
| AOR for Violent Behavior (95% CI) | ||||||||
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| Bullied | Fighting | Domestic Violence | Weapon | Hit Hard | Harass/ Threaten | Injured Someone | Any Violence | |
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| Major Depression | 1.26 | 1.08 | 1.41 | .64 |
| 1.21 | 1.33 | 1.46 |
| .78; 2.01 | .59; 1.98 | .86; 2.30 | .32; 1.30 |
| .64; 2.28 | .78; 2.25 | .99; 2.14 | |
| Dysthymia | 1.38 | 1.25 | .72 | 1.99 | .68 |
| 1.00 | .92 |
| .55; 3.44 | .40; 3.88 | .27; 1.92 | .59; 6.71 | .21; 2.24 |
| .34; 3.02 | .43; 1.97 | |
| Manic | 1.47 |
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| .56 | 1.71 | 1.40 | .69 | 1.74 |
| .83; 3.61 |
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| .17; 1.86 | .74; 3.98 | .57; 3.44 | .30; 1.60 | .92; 3.31 | |
| Hypomanic | .69 | 1.76 | 1.10 | 2.22 | 1.09 | 1.86 | 1.21 | 1.37 |
| .32; 1.51 | .61; 5.06 | .46; 2.64 | .90; 5.46 | .46; 2.55 | .64; 5.42 | .64; 2.30 | .83; 2.25 | |
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| Panic | 1.52 | .86 | .89 | 1.07 | .84 | 1.04 | .53 | .96 |
| .57; 4.05 | .19; 3.89 | .33; 2.37 | .20; 5.58 | .30; 2.34 | .18; 5.89 | .15; 1.84 | .51; 1.80 | |
| Panic w/ Agoraphobia | .86 | — | 1.30 | .68 | 1.92 | .13 | .19 | .85 |
| .23; 3.22 | .45; 3.78 | .09; 5.04 | .55; 6.65 | .02; 1.14 | .02; 1.67 | .32; 2.26 | ||
| Social Phobia | .42 |
| .93 | .27 | .86 |
| 1.00 | .70 |
| .17; 1.00 |
| .40; 2.14 | .07; 1.09 | .31; 2.35 |
| .44; 2.26 | .38; 1.28 | |
| Specific Phobia | 1.12 | 1.14 | 1.38 |
| 1.07 | 1.41 | .95 | 1.23 |
| .67; 1.90 | .59; 2.20 | .84; 2.27 |
| .61; 1.86 | .76; 2.61 | .55; 1.63 | .82; 1.84 | |
| Generalized Anxiety | 1.37 | 1.26 | 1.11 | .77 | 1.12 | 1.25 | 1.65 | 1.09 |
| .71; 2.64 | .46; 3.45 | .56; 2.18 | .28; 2.09 | .52; 2.43 | .42; 3.72 | .79; 3.42 | .61; 1.93 | |
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| Conduct Disorder |
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| .60 | 1.70 | .83 |
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| .15; 2.43 | .52; 5.59 | .25; 2.82 |
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| Antisocial |
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| Avoidant | 1.52 | .41 | 1.17 | .33 | .90 | .80 | .86 | 1.16 |
| .69; 3.62 | .14; 1.18 | .49; 2.79 | .07; 1.52 | .27; 3.03 | .21; 2.99 | .31; 2.36 | .60; 2.24 | |
| Dependent | 2.26 | 1.66 | 1.63 | — | 2.04 | 3.03 | .48 | 1.07 |
| .39; 13.06 | .16; 16.92 | .51; 5.19 | .61; 6.79 | .37; 24.68 | .06; 4.11 | .37; 3.12 | ||
| Obsessive-Compulsive | 1.25 |
| 1.31 |
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| 1.59 |
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| .77; 2.10 |
| .81; 2.12 |
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| .99; 2.54 |
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| Paranoid |
| 2.10 | 1.61 | 1.65 | 1.64 |
| 1.65 |
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| 1.00; 4.42 | .99; 2.61 | .80; 3.41 | .85; 3.17 |
| .89; 3.07 |
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| Schizoid | 1.07 | 2.02 | .76 | 1.86 | 1.99 | 1.67 | .87 | 1.16 |
| .54; 2.12 | .81; 5.09 | .37; 1.55 | .72; 4.79 | 1.00; 3.98 | .72; 3.84 | .41; 1.84 | .74; 1.81 | |
| Histrionic |
| 2.22 |
| 2.34 | 1.74 |
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| .90; 5.45 |
| .95; 5.79 | .88; 3.42 |
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| Alcohol Use |
| 1.74 |
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| 1.28 |
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| .94; 3.19 |
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| .71; 2.30 |
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| Drug Use |
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| 1.15 | 1.26 | 1.17 |
| 2.21 |
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| .40; 3.31 | .58; 2.77 | .41; 3.28 |
| 1.22; 4.03 | |
All odds ratios estimated using sampling weights and were adjusted for the following confounders: mental disability; general health; stressful life events; family income; living situation; marital status; sex; race; and age. Odds ratios also adjusted for all other composite psychiatric diagnoses. Bolded coefficients have an accompanying 95% CI that does not include 1.00.
a p < .00033 (Bonferroni corrected alpha for 152 comparisons)
bOdds ratios could not be estimated due to insufficient cell size
Adjusted Odds Ratios for Mental Health Measures and Violent Behavior Measures.
| AOR for Violent Behavior (95% CI) | ||||||||
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| Bullied | Fighting | Domestic Violence | Weapon | Hit Hard | Harass/ Threaten | Injured Someone | Any Violence | |
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| Unadjusted for Comorbidity |
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| 1.50 |
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| .84; 2.66 |
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| Adjusted for Comorbidity | 1.06 | 1.54 | 1.33 | .86 | 1.58 | 1.69 | 1.22 | 1.37 |
| .66; 1.71 | .85; 2.81 | .85; 2.08 | .45; 1.63 | .95; 2.63 | .89; 3.19 | .79; 1.87 | .97; 1.94 | |
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| Unadjusted for Comorbidity |
| 1.62 |
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| 1.53 | 1.70 |
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| .86; 3.06 |
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| .96; 2.45 | .96; 3.03 |
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| Adjusted for Comorbidity | 1.03 | .86 | 1.15 | 1.35 | 1.02 | .91 | 1.13 | 1.12 |
| .64; 1.66 | .43; 1.69 | .74; 1.79 | .66; 2.78 | .60; 1.73 | .50; 1.69 | .70; 1.81 | .80; 1.59 | |
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| Unadjusted for Comorbidity |
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| Adjusted for Comorbidity |
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| Unadjusted for Comorbidity |
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| 1.44 |
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| .77; 2.69 |
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| Adjusted for Comorbidity |
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| 1.23 |
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| .65; 2.34 |
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| Unadjusted for Comorbidity |
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All odds ratios estimated using sampling weights and were adjusted for the following confounders: mental disability; general health; stressful life experiences; family income; living situation; martial status; sex; race; and age. Models adjusted for comorbidity also include indicators of all other composite psychiatric diagnosis measures. Bolded coefficients have an accompanying 95% CI that does not include 1.00.
a p < .00104 (Bonferroni corrected alpha for 48 comparisons)
Fig 1Adjusted Odds Ratios of Violent Behavior for Any Psychiatric Diagnosis.
Presents the results of logistic regression models in which each outcome was separately regressed on the composite psychiatric disorder indicator and the following covariates: mental disability; general health; stressful life experiences; family income; living situation marital status; sex; race; and age. The resulting odds ratios are presented as a solid dot and the accompanying 95% confidence intervals are presented in the shaded region surrounding each dot. Standard errors were corrected for sampling procedures using appropriate sample weights. All presented coefficients were significant at the Bonferroni-corrected p < .00104 level (48 comparisons).
Models Comparing the Association between Psychiatric Diagnosis and Violent Behavior Measures Across Student Status.
| AOR | 95% CI |
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| Mood Disorder |
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| College Student | .83 | .64; 1.07 | .154 |
| Mood Disorder × College Student | .78 | .57; 1.06 | .109 |
| N | 41,400 | ||
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| Anxiety Disorder |
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| College Student | .80 | .61; 1.06 | .114 |
| Anxiety Disorder × College Student | .83 | .61; 1.13 | .238 |
| N | 41,400 | ||
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| Personality Disorder |
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| College Student | .84 | .64; 1.11 | .226 |
| Personality Disorder × College Student | .81 | .63; 1.06 | .120 |
| N | 41,400 | ||
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| Substance Use Disorder |
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| College Student | .86 | .66; 1.11 | .242 |
| Substance Use Disorder × College Student | .81 | .63; 1.04 | .103 |
| N | 41,400 | ||
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| Psychiatric Disorder |
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| College Student | .90 | .66; 1.22 | .493 |
| Psychiatric Disorder × College Student | .85 | .67; 1.08 | .178 |
| N | 41,400 | ||
All odds ratios estimated using sampling weights and were adjusted for the following covariates: mental disability; general health; stressful life experiences; family income; living situation; martial status; sex; race; and age. Bolded coefficients have an accompanying 95% CI that does not include 1.00.
a p < .010 (Bonferroni corrected alpha for 5 comparisons)