Submit manuscript...
eISSN: 2469-2794

Forensic Research & Criminology International Journal

Clinical Paper Volume 5 Issue 5

Suicide Ideation in Female Juvenile Offenders with a History of 3,4-Methylenedioxymethamphetamine (MDMA or 'Ecstasy') Consumption

Torrance T Stephens,1 Anyia Allen,1 India Mason2

1Department of Psychology, Clark Atlanta University, Georgia
2Morehouse School of Medicine, Georgia

Correspondence: Torrance T Stephens, Clark Atlanta University, Department of Psychology, Psychology Dept 223 James P Brawley DR SW, Gerogia, Tel 4048808236

Received: October 25, 2017 | Published: November 16, 2017

Citation: Stephens TT, Allen A, Mason I (2017) Suicide Ideation in Female Juvenile Offenders with a History of 3,4-Methylenedioxymethamphetamine (MDMA or ‘Ecstasy’) Consumption. Forensic Res Criminol Int J 5(5): 00169. DOI: 10.15406/frcij.2017.05.00169

Download PDF

Abstract

The current study was designed to determine the extent to which self-reported ecstasy use in a population of female juvenile adolescent detainees in a southern state is associated with suicide ideation and to examine distinctions, if any, between using ecstasy and suicide ideation outcomes among this population by ethnicity. Participants were 1327 females extracted from an overall sample of 2260 juvenile offenders housed at selected Youth Development Campuses (YDCs) in the state of Georgia. Adjusted odds ratios (ORs) with 95 percent confidence intervals (CIs) are presented. White female juveniles with a prior history of ecstasy use were just a little less likely to report having considered attempting suicide a month prior to their most recent incarceration (OR = 0.96, 95 percent CI = 0.74-1.27) compared to their African American confederates (OR = 1.14, 95 percent CI = 0.63-2.05). African American study participants were six times more likely to have sought and/or received treatment from a physician or health professional if they had tried to attempt suicide in the past offenders. Also of interest was the variation in rates of ecstasy use, in particular the observation that 15.9 percent and 55.8 percent of white and African American female offenders respectively in our sample reported having used Ecstasy prior to their most recent incarceration.

Keywords: Suicide Ideation; Juvenile Offenders; MDMA; Ecstasy

Introduction

In the U.S., suicide is a major cause of death among adolescent populations, accounting for a greater number of deaths than the next major leading causes of death combined for 15- to 24-year-olds [1-5]. In 2005, it was reported that 17 percent of adolescents reporting that they had seriously considered making a suicide attempt and that by 2010 it was the third leading cause of death for young people between the ages of 10 and 24 [6,7]. Thinking about committing suicide, or suicide ideation can be operationalized as a phenomenon in adolescents [8] that may continue to exist and often recurs in adulthood [9]. In terms of cognitive attributes, suicidal ideation tends to reflect concerns and preoccupation of individuals specific to death and self-destructive behavior. Suicidal ideation has been viewed as an initial stage on a continuum of suicidality and a primary marker for future suicidal behavior [2,3], with women [4,5,10] and adolescent/young adults being at the greatest epidemiologic risk for suicidal behavior [5,11,10-14]. Epidemiological data suggest that suicide ideation is extremely prevalent during the high-school aged adolescent period and that the prevalence of suicide attempts by this population roughly 6.3 percent [15]. Between the age groups of 10-14 to 15-19, the rate of completed suicide increases from 1.1 to 7.4 per 100,000 [16]. However, much remains to be learned about the prevalence of suicide ideation or treats to do bodily harm or inflict self-injury with specific populations as function of targeted drug use [17,18] given suicide ideation in concert with self-injurious behaviors are the strongest predictors of eventual suicide [19,20].

What is known is that drug use is a strong predictor and correlate of suicide ideation is drug use [21-27]. Substance use and psychiatric co-morbidity associated with substance use among adolescents remains a major public health concern in the United States (U.S.) and has consistently been associated with increased risk for suicide ideation [22,23,25,26]. Yet little is known regarding specific substance use such by adolescents beyond its association with distal behavioral constructs such as factors depressive symptoms that contribute to suicide ideation [28,29]. Of particular interest is 3,4-methylenedioxymethamphetamine (MDMA or 'Ecstasy'), a drug of increased popularity among adolescents population [30-34]. Research documents a generally high prevalence of past-year ecstasy use among non-students and young adults between the ages 18-21 years [34] and that its use is considered the second most commonly used illicit drug among college students [30,35]. Findings of a recent national community survey reported that in 2007 there were more than 12 million people in the United States who had used ecstasy at least once [36]. Moreover, recent increases had been observed in rates of ecstasy use, and initiation of use, among adolescents [37-39].

More concerning are reports that ecstasy use can be neurotoxic resulting in deficits in memory and verbal ability [40-42]. Additional problems associated with the use of ecstasy include but are not limited to lowered immune function and sleeping disorders [43,44]. Adolescent users of Ecstasy under 18 years of age are considered to be more vulnerable to its potential neurotoxic effects [45] which makes it an important item of investigation in terms of problem behaviors that may occur due to its use, in particular behaviors that may evince as indicators of suicide ideation. The concern is that, among U.S. adolescents, only 28 percent of suicide ideators received counseling in the past year [46]. This study aimed to offer several unique contributions to the literature examining the putative risk of suicide ideation associated with ecstasy use. First, this study focused on female adolescent juvenile offenders, offering findings that are most relevant for prevention efforts. Moreover, and perhaps most importantly, this study examines suicide ideation with respect to black and white sub-population parameters independently. Female offenders were highlighted since prior investigations have suggested that adolescent girls are more likely than adolescent boys to report suicide ideation, attempts, and depressive symptoms [15]. Within this context, the current study was designed to determine the extent to which self-reported ecstasy use in a population of female juvenile adolescent detainees in a southern state is associated with suicide ideation and to examine distinctions, if any, between using ecstasy and suicide ideation outcomes among this population by ethnicity. Our analysis asserted there would be no statistically significant observations as a function of race/ethnicity.

Methods

Participants were 1327 females extracted from an overall sample of 2260 juvenile offenders housed at selected Youth Development Campuses (YDCs) in the state of Georgia. Health Educators approached prospective participants within the first three days of being admitted into the facilities, presented them with an overview of the study, and asked them to participate. Adolescents who agreed to take part in the study signed an assent form that gave members of the research team permission to contact their parents and/or legal guardian for their approval for participation. Prior to study implementation, approval was obtained from the university and the Department of Juvenile Justice Institutional Review Boards.

Measures

Demographics: Participants reported their age, race, and years of formal education, years incarcerated, and history of prior arrests.

Suicide ideation: Self-reported thoughts of suicide were measured using a scale from 1 to 3 (1 = Yes, 2 = No, 3 = Not Sure). Participants who responded “not sure” were excluded from the analysis. Since this item was not based on traditionally formally assessed by indices of reliability (the degree of measurement error) with respect to correct versus incorrect responses, no alphas were computed.

Ecstasy use: This was measured using a single item from the drug use measures included in the survey instrument measured on scale from 0 to 5 (0 = never, 1 = 1-2 days, 2 = 3-5 days, 3 = 6-9 days, 4 = 10-19 days and 5 = 20-31 days). These response categories were recorded to compute a dichotomous variable of 1 = never and 2 = prior uses. Specifically, items asked during the last month before entering a detention center or YDC, how often have you used any of the following on your own that is, without a doctor telling you to take them. Participants with missing data were not included in the analysis.

Analysis

Data were examined with the use of SPSS software version 22.0. Descriptive statistics were employed to present a profile of the participant’s demographic characteristics. Significance tests were conducted using univariate logistic regressions to examine the independent associations of participant’s self-reported ecstasy use and dichotomized HIV risk behaviour correlates and history of having a prior STI before the most recent incarceration. Adjusted odds ratios (ORs) with 95 percent confidence intervals (CIs) are presented. Univariate regression analysis was selected because the least squares regression curve will minimizes the sum of squared differences between the estimated and the actual y values for given x values as well because of the given assumption of normality. This means that the sum of squares and partial derivatives of each parameter estimated in each equation are defined and equated to zero. This statistical tool was selected based on the assumptions that data used are continuous variables with multivariate normal distributions. Non-normality was assessed by using the Mardia’s test for multivariate normality [47,48]. The resulting multivariate index was not significant thus confirming statistical evidence of a normal distribution. All data are reported as means for continuous variables with P, 0.05 considered statistically significant.

Results

Demographic analysis note that 67.8 percent (n = 894) of respondents were African American, with whites comprising 32.2 percent (n = 425). Around 40 percent (n = 269) of female adolescents in the sample that reported a prior history of ecstasy use indicated having been incarcerated prior to their current incarceration compared to 25.6 percent (n = 158) whom had not (X2(1, N = 1327) = 23.16, p =0.001. The mean age of African American study participants was 14.81 years (SD = 1.23) and reported being 13.29 (SD = 2.13) years of age when they first consumed alcohol and 13.51 (SD = 1.34) being the age at which they first willing had vaginal sex prior to survey administration. In comparison, the mean age of white adolescent female offenders was 14.98 years (SD = 1.24) and reported being 12.53 (SD = 2.06) years of age when they first consumed alcohol and 13.26 (SD = 1.43) being the age at which they first willing had vaginal sex prior to survey administration. Approximately 15.9 percent (n = 120) and 55.8 percent (n = 266) of white and African American female offenders accordingly in our sample reported having used Ecstasy. More detail regarding demographic information on study participants is detailed in Table 1.

Whites (n = 482)

Blacks (n = 764)

Grade

(n/%) Yes

(n/%) No

(n/%) Yes

(n/%) No

Highest Grade Finished

4th

0

0

0

2(.3%)

5th

4(1.5%)

14(6.6%)

1(0.8%%)

12(1.9%)

6th

7(2.6%)

21(10.0%)

5(4.2%)

52(8.2%)

7th

14(15.4%)

47(22.3%)

17(14.3%)

118(18.6%)

8th

102(38.3%)

61(28.9%)

28(23.5%)

197(31.0%)

9th

64(24.1%)

43(20.4%)

40(33.6%)

156(24.5%)

10th

39(14.7%)

20(9.5%)

22(18.5)

88(13.8%)

11th

8(3.0%)

4(1.9%)

6(5.0)

10(91.6%)

12th

1(.2%)

1(0/2%)

0

1(.2%)

Locked up before this time

168(58.5%)

119(55.1%)

74(61.7%)

293(46.0%)

98(36.8%)

97(44.9%)

46(38.3%)

344(54.0%)

266(100%)

216(100%)

120(100%)

637(100%)

Tattoes

68(25.5%)

41(19.0%)

33(27.7%)

130(20.4%)

199(74.5%)

175(81.0%)

86(72.3%)

506(79.6%)

267(100%)

216(100%)

119(100%)

636(100%)

Piercings

253(94.8%))

192(89.3%)

103(87.3%)

540(84.9%)

14(5.2%)

23(10.7%)

15(12.7%)

96(15.1%)

267(100%)

215(100%)

118(100%)

636(100%)

Month, consider attempting suicide

27(10.2%)

23(10.8%)

10(8.4%)

46(76.3%)

239(89.8%)

190(89.2%)

109(91.6%)

588(92.7%)

266(100%)

213(100%)

119(100%)

634(100%)

Month, make plans about suicide

17(6.5%)

12(5.7%)

6(5.0%)

27(4.4%)

246(93.5%)

199(94.3%)

113(95.0%)

590(95.6%)

263(100%)

211(100%)

119(100%)

617(100%)

Table 1: Demographic Profile of Study Respondents by Race/Ethnicity (missing not included).

Ecstasy Use

Bivariate associations between the assessed ecstasy use (e.g., yes versus never) correlates and self-reported problem behaviors and measures of suicide ideation well as corresponding prevalence ratios and their 95 percent confidence intervals are presented in Table 2. (Table 2) also serves a descriptive purpose by showing the proportions of those who reported having ever used ecstasy previously, and those that did not with respect to their agreement or disagreement with selected correlates. Of note, eight of the fourteen correlates indicated that prior arrest was a potential risk factor. Associations were based on remarkably similar proportions (that is, the difference between groups was extremely small). With respect to ethnicity, white female juveniles who reported having used ecstasy previously were just somewhat more likely to report that they had been locked up before (OR = 1.16, 95 percent CI = 0.98-1.38), have tattoos (OR = 1.17, 95 percent CI = 0.98-1.40), and have body piercings (OR = 1.50, 95 percent CI = 0.98-1.40), however only having a body piercing proffered to be statistically significant (p = 0.025). African American respondents were nearly two times more likely to report having been incarcerated prior to their present stay (OR = 1.71, 95 percent CI = 1.21-2.40) and almost 1 and a half times more likely to have gotten a tattoo (OR = 1.39, 95 percent CI = 0.97-2.00). Of interest was that White female juveniles with a prior history of ecstasy use were just a little less likely to report having considered attempting suicide a month prior to their most recent incarceration (OR = 0.96, 95 percent CI = 0.74-1.27) compared to their African American confederates (OR = 1.14, 95 percent CI = 0.63-2.05). However, whites (OR = 1.06, 95 percent CI = 0.77-1.46) and African American female juvenile offenders (OR = 1.13, 95 percent CI = 0.54-2.38) indicated nearly the same level of risk pertaining to having actually made plans to committee suicide one month prior to their present period of incarceration. What was most unexpected was that African American study participants were more than six times more likely to have sought and/or received treatment from a physician or health professional if they had tried to attempt suicide in the past offenders (OR = 6.13, 95 percent CI = 1.39-27.02).

Whites

Ecstasy (%)

Ecstasy (%)

Yes

No

OR

95%CI

Locked up before this time

0.76

0.49-1.03

Y

63.20%

55.10%

1.16

0.98-1.38

N

36.80%

44.90%

0.83

0.68-1.01

Tattoos

0.68

0.44-1.06

Y

25.50%

19%

1.17

0.98-1.40

N

74.50%

81%

0.8

0.62-1.04

Body Piercings

0.46

0.23-.92

Y

94.80%

5.20%

1.5

0.98-2.28

N

89.30%

10.70%

0.69

0.52-.91

Month, consider attempting suicide

1.07

0.59-1.92

Y

10.20%

89.80%

0.96

0.74-1.27

N

10.80%

89.20%

1.03

0.75-1.43

Month, make plan about suicide

Y

6.50%

5.70%

0.83

0.41-1.87

N

93.50%

94.30%

1.06

0.77-1.46

0.92

0.59-1.44

If attempted, treated by doctor or nurse

1.25

0.24-6.44

Y

0.50%

55.60%

0.93

0.51-1.66

N

0.50%

44.40%

1.15

0.40-3.31

Table 2: Bivariate Logistic Regression of Correlates of Selected Demographic Characteristics and Suicide Ideation Constructs among Juvenile Offenders Who Have And Have Not Used Ecstasy (White Adolescent Females Only).

Blacks

Ecstasy (%)

Ecstasy (%)

Yes

No

OR

95%CI

Locked up before this time

0.53

0.35-.79

Y

61.70%

46%

1.71

1.21-2.40

N

38.30%

54%

0.91

0.80-.96

Tattoos

0.67

0.43-1.04

Y

27.70%

20.40%

1.39

0.97-2.00

N

72.30%

79.60%

0.93

0.85-1.02

Body Piercings

0.82

0.45-1.47

Y

87.30%

84.90%

1.18

0.72-1.96

N

12.70%

15.10%

0.97

0.89-1.05

Month, consider attempting suicide

0.85

0.42-1.74

Y

8.40%

7.30%

1.14

0.63-2.05

N

91.60%

92.70%

0.97

0.85-1.11

Month, make plan about suicide

0.86

0.34-2.13

Y

5%

4.40%

1.13

0.54-2.38

N

95%

95.60%

0.97

0.83-1.15

If attempted, treated by doctor or nurse

0.96

0.15-.61

Y

71.40%

19.40%

6.13

1.39-27.02

N

28.60%

80.60%

80.6

0.34-1.02

Table 3: Bivariate Logistic Regression of Correlates of Selected Demographic Characteristics and Suicide Ideation Constructs among Juvenile Offenders Who Have And Have Not Used Ecstasy (Black Adolescent Females Only).

Discussion

An examination of the correlates of incident ecstasy use revealed that there was similar impact of correlates of incident of ecstasy use across this sample of adolescent female offenders regarding suicide ideation as a function of race. In this study, there were few differences between adolescent female juvenile offenders with a past history of ecstasy use in terms of selected risk practices and item specific indices of suicide ideation as it regards ethnic and/or racial indicators. Thus, distinctions among suicide ideation as a function of ecstasy use may not be helpful in assessing other risks associated with such experiences. In addition, use of ecstasy as an exclusive variable may be less informative than other drug and risk factors during investigations of suicide ideation. The most significant observation was that African American study participants were more than six times more likely to have sought and/or received treatment from a physician or health professional if they had tried to attempt suicide in the past offenders. Also of interest was the variation in rates of ecstasy use, in particular the observation that 15.9 percent and 55.8 percent of white and African American female offenders respectively in our sample reported having used Ecstasy prior to their most recent incarceration.

In terms of suicidal behaviors, about 9.1 percent of our total sample reported previously having attempting to committee suicide (10.4 percent for whites and 7.4 percent for African Americans), and of the sample reported having attempted suicide in the period prior their current incarceration, 10.2 percent of whites and 8.4 percent of African American had indicted past use of ecstasy. While about 8.1 percent reported suicidal ideation only. These levels are much lower for both suicide and ecstasy use reported by Kim and associates in 2011[49] and the Centers for Disease Control and Prevention [6,7]. It may be that other social or behavioral factors for ecstasy users may explain the findings herein. Nonetheless, our examination is important given that MDMA is an indirect serotonergic agonist which causes flooding of the serotonin system and frequently results in temporary positive changes in mood. From a physiological perspective, the serotonergic system combines a widespread innervation of most cortical and subcortical structures [50], including the largest nucleus, the dorsal raphe as well as the median raphe nucleus, which projects to all parts of the brain [51]. The raphe nuclei are a medium size cluster of nuclei located in the brain stem traditionally considered to be the medial portion of the reticular formation. Their main function is to release serotonin to the rest of the brain. Thus, ecstasy may impact functional roles of serotonin which may influence the occurrence of mood disorders frequently affiliated with a predisposition for suicidal behavior that contribute to impulsive aggressive traits that possibly manifest in the form of increased risk for suicidal behavior [52,53].

Moreover, that regular use of ecstasy may damage serotonin neurons, consequently resulting in a decrease in serotonin production [54], which has the capacity to manifest in increases in depressive symptoms, including but not limited to aggression [55], impulsivity [56] and poor judgment [57]: all factors that contribute to suicide ideation and thoughts of inflicting self-harm. This may be why some researchers have found ecstasy use to be a correlate of increased sexual risk taking and the past occurrence of sexually transmitted infections (STIs) among adolescent offender populations [58,59]. Our results should be interpreted with some limitations in mind. First, deals with the problems associated with using survey methods to collect information on sensitive and personal issues such as drug use and suicide, especially in incarcerated settings with adolescent populations. This may impact measures in terms of the magnitude of self-reported ecstasy use, making it possible to be either underestimated rather than overestimated.

Second, the small number of ecstasy users, due to a low prevalence, limits our ability to perform precise analyses to probe the likely nature of correlates, albeit we made use of a robust sample. Last, operational definitions via items employed may play a role in both the self-reported incident of suicide and use of substances among this population. Another major limitation of our study pertains to sample size, specifically the small sample size of the comparison groups. Research notes that many behavioral studies may be influenced by the presence of confounding variables [60]. Consequently, larger sample sizes are preferred since confounding variables must be controlled for in the analysis. Thus a more complex statistical model may have been required. Also, the value of the statistical significance depends on the standard error of the estimator and the power of the study. Therefore, given smaller sample sizes in terms of use verses non-use, our level of power is possibly decreased, meaning findings may reflect such in the resulting risk ratios and 95 percent CIs. This has been reported to occur because Logistic regression overestimates odds ratios in studies with small to moderate samples size by inducing systematic bias in a direction away from the null hypothesis, or in other words, the odds ratios shifting away from one.

Conclusion

In conclusion, ecstasy is a commonly used illegal drug among U.S. adolescent populations including adolescent offenders. Additionally, studying the associations linking ecstasy use with factors that may contribute to mental health morbidity and even suicide, is extremely important if public and mental health practitioners are to both expand on current epidemiological data to deal with this serious and extremely prevalent problem among high-school aged adolescent such to reduce the prevalence of suicide attempts by this population.

Acknowledgment

This Research was funded by the National Institute on Alcohol Abuse and Alcoholism [1 R01 AA11767].

References

  1. Kessler RC, Berglund P, Borges G, Nock M, Wang PS (2005) Trends in suicide ideation, plans, gestures, and attempts in the United States, 1990-1992 to 2001-2003. Jama 293(20): 2487-2495.
  2. Arria AM, O'Grady KE, Caldeira KM, Vincent KB, Wilcox HC (2009) Suicide ideation among college students: A multivariate analysis. Arch Suicide Res 13(3): 230-246.
  3. Gili-Planas M, Roca-Bennasar M, Ferrer-Perez V, Bernardo-Arroyo M (2001) Suicidal ideation, psychiatric disorder, and medical illness in a community epidemiological study. Suicide Life Threat Behav 31(2): 207-213.
  4. Jablonska B, Lindberg L, Lindblad F, Hjern A (2009) Ethnicity, socio-economic status and self-harm in Swedish youth: a national cohort study. Psychol Med 39(1): 87-94.
  5. Spicer RS, Miller TR (2000) Suicide acts in 8 states: incidence and case fatality rates by demographics and method. Am J Public Health 90(12): 1885-1891.
  6. (2006) Welcome to WISQARS (Web-based Injury Statistics Query and Reporting System. Centers for Disease Control and Prevention, USA.
  7. (2012) Centers for Disease Control and Prevention Youth Risk Behavior Surveillance. Surveillance Summaries 61(4), USA.
  8. Wellman RJ, Wellman MM (1988) Correlates of suicide ideation in a college population. Soc Psychiatry Psychiatr Epidemiol 23(2): 90-95.
  9. Fergusson DM, Horwood LJ, Ridder EM, Beautrais AL (2005) Suicidal behaviour in adolescence and subsequent mental health outcomes in young adulthood. Psychol Med 35(7): 983-993.
  10. Anderson RN, Smith BL (2002) Deaths: leading causes for 2002. Natl Vital Stat Rep 53(17): 1-89.
  11. Boeninger DK, Masyn KE, Feldman BJ, Conger RD (2010) Sex differences in developmental trends of suicide ideation, plans, and attempts among European American adolescents. Suicide Life Threat Behav 40(5): 451-464.
  12.  Schwartz AJ (2006) College student suicide in the United States: 1990-1991 through 2003-2004. Journal of American College Health 54(6): 341-352.
  13. Taliaferro LA, Rienzo BA, Miller MD, Pigg RM, Dodd VJ (2008) High school youth and suicide risk: exploring protection afforded through physical activity and sport participation. J Sch Health 78(10): 545-553. 
  14. Kuo WH, Gallo JJ, Tien AY (2001) Incidence of suicide ideation and attempts in adults: the 13-year follow-up of a community sample in Baltimore, Maryland. Psychol Med 31(7): 1181-1191.
  15. Eaton DK, Kann L, Kinchen S, Shanklin S, Ross J, et al. (2010) Youth risk behavior surveillance United States, 2009. MMWR Surveill Summ 59(5): 1-142.
  16. Stevens JA, Mack KA, Paulozzi LJ, Ballesteros MF (2008) Self-reported falls and fall-related injuries among persons aged≥ 65 years–United States, 2006. J Safety Res 39(3): 345-349.
  17. Nock MK, Kessler RC (2006) Prevalence of and risk factors for suicide attempts versus suicide gestures: analysis of the National Comorbidity Survey. J Abnorm Psychol 115(3): 616–623.
  18. Silverman MM, Berman AL, Sanddal ND, O'carroll PW, Joiner TE (2007) Rebuilding the tower of babel: a revised nomenclature for the study of suicide and suicidal behaviors part 1: background, rationale, and methodology. Suicide Life Threat Behav 37(3): 248-263.
  19. Joiner TE, Van Orden KA, Witte TK, Selby EA, Ribeiro JD, et al. (2009) Main predictions of the interpersonal–psychological theory of suicidal behavior: Empirical tests in two samples of young adults. J Abnorm Psychol 118(3): 634–646.
  20. Cvinar JG (2005) Do suicide survivors suffer social stigma: a review of the literature. Perspect Psychiatr Care 41(1): 14-21.
  21. Swahn MH, Bossarte RM (2007) Gender, early alcohol use, and suicide ideation and attempts: findings from the 2005 youth risk behavior survey. J Adolesc Health 41(2): 175-181.
  22. Noell JW, Ochs LM (2001). Relationship of sexual orientation to substance use, suicidal ideation, suicide attempts, and other factors in a population of homeless adolescents. J Adolesc Health 29(1): 31-36.
  23. Borges G, Walters EE, Kessler RC (2000). Associations of substance use, abuse, and dependence with subsequent suicidal behavior. Am J Epidemiol 151(8): 781-789.
  24. Pena JB, Matthieu MM, Zayas LH, Masyn KE, Caine ED (2012) Co-occurring risk behaviors among White, Black, and Hispanic US high school adolescents with suicide attempts requiring medical attention, 1999–2007: Implications for future prevention initiatives. Soc Psychiatry Psychiatr Epidemiol 47(1): 29-42.
  25. Agrawal A, Constantino AM, Bucholz KK, Glowinski A, Madden PA (2013) Characterizing alcohol use disorders and suicidal ideation in young women. J Stud Alcohol Drugs 74(3): 406-412.
  26. Swahn MH, Bossarte RM, Choquet M, Hassler C, Falissard B (2012) Early substance use initiation and suicide ideation and attempts among students in France and the United States. Int J Public Health 57(1): 95-105.
  27. Pompili M, Lester D, Girardi P, Tatarelli R. (2007). High suicide risk after the development of cognitive and working memory deficits caused by cannabis, cocaine and ecstasy use. Subst Abus 28(1): 25-30.
  28. Prinstein MJ, Nock MK, Simon V, Aikins JW, Cheah CS (2008) Longitudinal trajectories and predictors of adolescent suicidal ideation and attempts following inpatient hospitalization. J Consult Clin Psychol 76(1): 92–103.
  29. Nock MK (2009) Why do people hurt themselves? New insights into the nature and functions of self-injury. Curr Dir Psychol Sci 18(2): 78-83.
  30. (2006) Results from the 2005 national survey on drug use and health: national findings. Substance Abuse and Mental Health Services Administration, USA, pp. 1-284.
  31. Boyd CJ, McCabe SE, d'Arcy H (2003) Ecstasy use among college undergraduates: gender, race and sexual identity. J Subst Abuse Treat 24(3): 209-215.
  32. Johnston L (2010) Monitoring the future: National results on adolescent drug use: Overview of key findings. Diane Publishing, USA.
  33. Strote J, Lee JE, Wechsler H (2002) Increasing MDMA use among college students: results of a national survey. J Adolesc Health 30(1): 64-72.
  34. Wu LT, Schlenger WE, Galvin DM (2006) Concurrent use of methamphetamine, MDMA, LSD, ketamine, GHB, and flunitrazepam among American youths. Drug Alcohol Depend 84(1): 102-113.
  35. Pope HG, Ionescu-Pioggia M, Pope KW (2001) Drug use and life style among college undergraduates: a 30-year longitudinal study. Am J Psychiatry 158(9): 1519-1521.
  36. Singer EO, Schensul JJ (2011) Negotiating ecstasy risk, reward, and control: A qualitative analysis of drug management patterns among ecstasy-using urban young adults. Subst Use Misuse 46(13): 1675-1689.
  37. Aldworth J (2009) Results from the 2007 national survey on drug use and health: National findings. DIANE Publishing, USA, pp. 1-306.
  38. Martins SS, Storr CL, Alexandre PK, Chilcoat HD (2008) Adolescent ecstasy and other drug use in the National Survey of Parents and Youth: The role of sensation-seeking, parental monitoring and peer's drug use. Addict Behav 33(7): 919-933.
  39. Montgomery C, Fisk JE (2008) Ecstasy‐related deficits in the updating component of executive processes. Hum Psychopharmacol 23(6): 495-511.
  40. Cowan RL, Joers JM, Dietrich MS (2009) N-acetylaspartate (NAA) correlates inversely with cannabis use in a frontal language processing region of neocortex in MDMA (Ecstasy) polydrug users: a 3 T magnetic resonance spectroscopy study. Pharmacol Biochem Behav 92(1): 105-110.
  41. Schierenbeck T, Riemann D, Berger M, Hornyak M (2008) Effect of illicit recreational drugs upon sleep: cocaine, ecstasy and marijuana. Sleep Med Rev 12(5): 381-389.
  42. Connor TJ (2004) Methylenedioxymethamphetamine (MDMA,‘Ecstasy’): a stressor on the immune system. Immunology 111(4): 357-367.
  43. Buchert R, Obrocki J, Thomasius R, Väterlein O, Petersen K, et al. (2001) Long-term effects of ‘ecstasy’abuse on the human brain studied by FDG PET. Nucl Med Commun 22(8): 889-897.
  44. Pirkis JE, Irwin CE, Brindis CD, Sawyer MG, Friestad C, et al. (2003) Receipt of psychological or emotional counseling by suicidal adolescents. Pediatrics 111(4): e388-e393.
  45. Mardia KV (1970) Measures of multivariate skewness and kurtosis with applications. Biometrika 57(3): 519-530.
  46. Mardia KV (1974) Applications of some measures of multivariate skewness and kurtosis in testing normality and robustness studies. Sankhyā: The Indian Journal of Statistics: 115-128.
  47. Kim J, Fan B, Liu X, Kerner N, Wu P (2011) Ecstasy use and suicidal behavior among adolescents: findings from a national survey. Suicide Life Threat Behav 41(4): 435-444.
  48. Siegel GJ (1999) Basic neurochemistry: molecular, cellular and medical aspects.
  49. Törk I (1990) Anatomy of the serotonergic system. Ann N Y Acad Sci 600(1): 9-34.
  50. Mann JJ (1999) Role of the serotonergic system in the pathogenesis of major depression and suicidal behavior. Neuropsychopharmacology 21(2 Suppl): 99S-105S.
  51. Mann JJ (2013) The serotonergic system in mood disorders and suicidal behaviour. Philos Trans R Soc Lond B Biol Sci 368(1615): 20120537.
  52. Milani RM, Parrott AC, Schifano F, Turner JJ (2005) Pattern of cannabis use in ecstasy polydrug users: moderate cannabis use may compensate for self‐rated aggression and somatic symptoms. Hum Psychopharmacol 20(4): 249-261.
  53. Butler GK, Montgomery AM (2004) Impulsivity, risk taking and recreational ‘ecstasy’(MDMA) use. Drug Alcohol Depend 76(1): 55-62.
  54. Karlsen SN, Spigset O, Slørdal L (2008) The Dark Side of Ecstasy: Neuropsychiatric Symptoms after Exposure to 3, 4‐Methylenedioxymethamphetamine. Basic Clin Pharmacol Toxicol 102(1): 15-24.
  55. Morgan MJ, Impallomeni LC, Pirona A, Rogers RD (2006) Elevated impulsivity and impaired decision-making in abstinent Ecstasy (MDMA) users compared to polydrug and drug-naive controls. Neuropsychopharmacology 31(7): 1562-1573.
  56. Stephens T, Holliday RC, Jarboe J (2015) Self-reported ecstasy (MDMA) use and past occurrence of sexually transmitted infections (STIs) in a cohort juvenile detainees in the USA. J Community Health 40(2): 308-313.
  57. Stephens T, Holliday RC (2014) Predictors of suicide ideation and risk for HIV among juvenile offenders in Georgia. Int J Adolesc Med Health 26(1): 137-143.
  58. Szumilas M (2010) Explaining odds ratios. J Can Acad Child Adolesc Psychiatry 19(3): 227-229.
  59. Garner C (2007) Upward bias in odds ratio estimates from genome‐wide association studies. Genet Epidemiol 31(4): 288-295.
  60. Nemes S, Jonasson JM, Genell A, Steineck G (2009) Bias in odds ratios by logistic regression modelling and sample size. BMC Med Res Methodol 9(1): 56.
Creative Commons Attribution License

©2017 Stephens, et al. This is an open access article distributed under the terms of the, which permits unrestricted use, distribution, and build upon your work non-commercially.