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Proximal Associations among Bullying, Mood, and Substance Use: A Daily Report Study

  • Jennifer A. Livingston
  • Jaye L. Derrick
  • Weijun Wang
  • Maria Testa
  • Amanda B. Nickerson
  • Dorothy L. Espelage
  • Kathleen E. Miller
Original Paper

Abstract

Adolescent involvement in bullying as a victim or perpetrator has been associated with negative health outcomes, including emotional distress and substance use. Whether negative affect and substance use are acute responses to bullying involvement or whether they develop over time is unknown. Such knowledge is needed to understand the conditions under which bullying contributes to adverse outcomes, as well as to inform the development of appropriate interventions. This study examined the daily-level associations among bullying, negative affect, and substance use (i.e., alcohol, cigarettes, electronic-cigarettes, marijuana) among a community sample of adolescents (N = 204) ages 13–16 years (55% female, 81% European American, 13% African–American) who had reported bully victimization or perpetration in the past 6 months. Participants completed a brief on-line survey every day for 56 consecutive days, reporting on their experiences with bully victimization, bully perpetration, mood, and substance use for that day. Consistent with hypotheses, being bullied on a given day was associated with reporting greater than average levels of sadness (b= 0.279, 95% CI= [0.172, 0.387]), anger (b= 0.354, 95% CI= [0.242, 0.466]), and cigarette use (OR= 1.453, 95% CI= [1.006, 2.099]) on that day; however, it was not associated with alcohol, electronic-cigarette, or marijuana use. Perpetration was not associated with same day negative affect or substance use. Results of the current study suggest that negative affect and cigarette use may be acute responses to bully victimization. Bully perpetration does not appear to be proximally linked to mood or substance use after accounting for victimization.

Keywords

Bullying Substance use Adolescent Daily report Emotion regulation 

Notes

Acknowledgements

This research was funded by R01 AA021169 awarded to J.A.L. by the National Institute on Alcohol Abuse and Alcoholism. The authors wish to thank Jennifer Haas, Cynthia Warthling, Ashley Rupp, and Carrie Pengelly for their assistance with data collection. We would also like to thank Denise Feda and James Zemer for their assistance with data management and two anonymous reviewers for their feedback on an earlier draft of the manuscript.

Author Contributions

J.A.L. designed and executed the study and wrote the manuscript. J.L.D. conducted the primary data analysis and wrote part of the results. W.W. assisted with the data analysis and wrote part of the results section. M.T. contributed to the design of the study and collaborated on the writing and editing of the final manuscript. A.B.N. and D.L.E. provided consultation on the design and execution of the study and contributed to writing and editing the final manuscript. K.E.M. contributed to the design and execution of the study and collaborated on the writing and editing of the final manuscript.

Compliance with Ethical Standards

All procedures performed in this study involving human participants were in accordance with the ethical standards of the University at Buffalo, State University of New York Institutional Review Board and national research committees and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

Informed Consent

Informed consent (from parents) and assent (from adolescents) was obtained from all individual participants included in the study.

References

  1. Barker, E. D., Arseneault, L., Brendgen, M., Fontaine, N., & Maughan, B. (2008). Joint development of bullying and victimization in adolescence: Relations to delinquency and self-harm. Journal of the American Academy of Child and Adolescent Psychiatry, 47, 1030–1038.PubMedGoogle Scholar
  2. Bolger, N., Davis, A., & Rafaeli, E. (2003). Diary methods: Capturing life as it is lived. Annual Review of Psychology, 54, 579–616.  https://doi.org/10.1146/annurev.psych.54.101601.145030.CrossRefPubMedGoogle Scholar
  3. Bowes, L., Maughan, B., Ball, H., Shakoor, S., Ouellet-Morin, I., Caspi, A., Moffit, T. E., & Arseneault, L. (2013). Chronic bullying vicitmization across school transitions: The role of genetic and environmental influences. Development and Psychopathology, 25, 333–346.CrossRefPubMedGoogle Scholar
  4. Brooks-Gunn, J., Graber, J. A., & Paikoff, R. L. (1994). Studying links between hormones and negative affect: Models and measures. Journal of Research on Adolescence, 4(4), 469–486.  https://doi.org/10.1207/s15327795jra0404_2.CrossRefGoogle Scholar
  5. Conley, C. S. (2015). SEL in higher education. In J. A. Durlak, C. E. Domitrovich, R. P. Weissberg & T. P. Gullotta (Eds.), Handbook of social and emotional learning: Research and practice (pp. 197–212). New York: Guilford Press.Google Scholar
  6. Cooper, M. L. (1994). Motivations for alcohol use among adolescents: Development and validation of a four-factor model. Psychological Assessment, 6, 117–128.  https://doi.org/10.1037/1040-3590.6.2.117.CrossRefGoogle Scholar
  7. Derrick, J. L., & Testa, M. (2017). Temporal effects of perpetrating or receiving intimate partner aggression on alcohol consumption: A daily diary study of community couples. Journal of Studies on Alcohol and Drugs, 78(2), 213–221.  https://doi.org/10.15288/jsad.2017.78.213.CrossRefPubMedPubMedCentralGoogle Scholar
  8. Earnshaw, V. A., Elliott, M. N., Reisner, S. L., Mrug, S., Windle, M., Emery, S. T. et al. (2017). Peer victimization, depressive symptoms, and substance use: A longitudinal analysis. Pediatrics, e20163426.  https://doi.org/10.1542/peds.2016-3426
  9. Enders, C. K., & Tofighi, D. (2007). Centering predictor variables in cross-sectional multilevel models: A new look at an old issue. Psychological Methods, 12(2), 121–138.  https://doi.org/10.1037/1082-989X.12.2.121.CrossRefPubMedGoogle Scholar
  10. Espelage, D. L., Bosworth, K., & Simon, T. R. (2001). Short-term stability and prospective correlates of bullying in middle-school students: An examination of potential demographic, psychosocial, and environmental influences. Violence and Victims, 16(4), 411–426.PubMedGoogle Scholar
  11. Espelage, D. L., Hong, J. S., & Mebane, S. (2016). Recollections of childhood bullying and multiple forms of victimization: Correlates with psychological functioning among college students. Social Psychology of Education, 19(4), 715–728.  https://doi.org/10.1007/s11218-016-9352-z.CrossRefGoogle Scholar
  12. Espelage, D. L., Low, S., & De La Rue, L. (2012). Relations between peer victimization subtypes, family violence, and psychological outcomes during early adolescence. Psychology of Violence, 2(4), 313–324.  https://doi.org/10.1037/a0027386.CrossRefGoogle Scholar
  13. Espelage, D. L., Low, S., Polanin, J. R., & Brown, E. C. (2013). The impact of a middle school program to reduce aggression, victimization, and sexual violence. Journal of Adolescent Health, 53(2), 180–186.  https://doi.org/10.1016/j.jadohealth.2013.02.021.CrossRefPubMedGoogle Scholar
  14. Espelage, D. L., Low, S., Rao, M. A., Hong, J. S., & Little, T. D. (2014). Family violence, bullying, fighting, and substance use among adolescents: A longitudinal mediational model. Journal of Research on Adolescence, 24(2), 337–349.  https://doi.org/10.1111/jora.12060.CrossRefGoogle Scholar
  15. Farrington, D. P., Loeber, R., Stallings, R., & Ttofi, M. M. (2011). Bullying perpetration and victimization as predictors of delinquency and depression in the Pittsburgh Youth Study. Journal of Aggression, Conflict and Peace Research, 3(2), 74–81.  https://doi.org/10.1108/17596591111132882.CrossRefGoogle Scholar
  16. Felix, E. D., Sharkey, J. D., Green, J. G., Furlong, M. J., & Tanigawa, D. (2011). Getting precise and pragmatic about the assessment of bullying: The development of the California Bullying Victimization Scale. Aggressive Behavior, 37, 234–247.CrossRefPubMedGoogle Scholar
  17. Gladden, R. M., Vivolo-Kantor, A. M., Hamburger, M. E., & Lumpkin, C. D. (2014). Bullying surveillance among youths: Uniform definitions for public health and recommended data elements, version 1.0. Atlanta, GA: National Center for Injury Prevention and Control, Centers for Disease Control and Prevention and U.S. Department of Education.Google Scholar
  18. Golmaryami, F. N., Frick, P. J., Hemphill, S. A., Kahn, R. E., Crapanzano, A. M., & Terranova, A. M. (2016). The social, behavioral, and emotional correlates of bullying and victimization in a school-based sample. Journal of Abnormal Child Psychology, 44(2), 381–391.  https://doi.org/10.1007/s10802-015-9994-x.CrossRefPubMedGoogle Scholar
  19. Haltigan, J. D., & Vaillancourt, T. (2014). Joint trajectories of bullying and peer victimization across elementary and middle school and association with symptoms of psychopathology. Developmental Psychology, 50, 2426–2436.CrossRefPubMedGoogle Scholar
  20. Hamaker, E. L. (2012). Why researchers should think “within-person”: A paradigmatic rationale. In M. R. Mehl & T. S. Conner (Eds.), Handbook of research methods for studying daily life (pp. 43–61). New York, NY: Guilford.Google Scholar
  21. Hébert, M., Cénat, J. M., Blais, M., Lavoie, F., & Guerrier, M. (2016). Child sexual abuse, bullying, cyberbullying, and mental health problems among high schools students: A moderated mediated model. Depression and Anxiety, 33(7), 623–629.  https://doi.org/10.1002/da.22504.CrossRefPubMedPubMedCentralGoogle Scholar
  22. Hemphill, S. A., Kotevski, A., Herrenkohl, T. I., Bond, L., Kim, M. J., Toumbourou, J. W., & Catalano, R. F. (2011). Longitudinal consequences of adolescent bullying perpetration and victimisation: A study of students in Victoria, Australia. Criminal Behaviour and Mental Health, 21(2), 107–116.  https://doi.org/10.1002/cbm.802.CrossRefPubMedPubMedCentralGoogle Scholar
  23. Herts, K. L., McLaughlin, K. A., & Hatzenbuehler, M. L. (2012). Emotion dysregulation as a mechanism linking stress exposure to adolescent aggressive behavior. Journal of Abnormal Child Psychology, 40(7), 1111–1122.  https://doi.org/10.1007/s10802-012-9629-4.CrossRefPubMedPubMedCentralGoogle Scholar
  24. Hines, J. Z., Fiala, S. C., & Hedberg, K. (2017). Electronic cigarettes as an introductory tobacco product among eighth and 11th grade tobacco users - Oregon, 2015. Morbidity and Mortality Weekly Report, 66(23), 604–606.  https://doi.org/10.15585/mmwr.mm6623a2.CrossRefPubMedPubMedCentralGoogle Scholar
  25. Hong, J. S., Voisin, D. R., Cho, S., Smith, D. C., & Resko, S. M. (2017). Peer victimization and substance use among African American adolescents and emerging adults on Chicago’s Southside. American Journal of Orthopsychiatry. Advance online publication. https://doi.org/1.1037/ort0000247.Google Scholar
  26. Iida, M., Shrout, P., Laurenceau, J. P., & Bolger, N. (2012). Using diary methods in psychological research. In H. Cooper (Ed.), APA handbook of research methods in psychology (pp. 277–305). Washington, D.C.: American Psychological Association.Google Scholar
  27. Johnston, L. D., O’Malley, P. M., Miech, R. A., Bachman, J. G., & Schuelenberg, J. E. (2017). Monitoring the Future national survey results on drug use, 1975-2016: Overview, key findings on adolescent drug use. Ann Arbor, MI: Institute for Social Research, The University of Michigan.Google Scholar
  28. Kann, L., McManus, T., Harris, W. A., Shanklin, S. L., Flint, K. H., Hawkins, J., Queen, B., Lowry, R., Olsen, E. O., Chyen, D., Whittle, L., Thornton, J., Lim, C., Yamakawa, Y., Brener, N., & Zaza, S. (2016). Youth Risk Behavior Surveillance--United States, 2015. Morbidity and Mortality Weekly Report Surveillance Summary, 65, 1–174.  https://doi.org/10.15585/mmwr.ss6506.a1. (No. SS-6).Google Scholar
  29. Kelly, E. V., Newton, N. C., Stapinski, L. A., Slade, T., Barrett, E. L., Conrod, P. J., & Teesson, M. (2015). Concurrent and prospective associations between bullying victimization and substance use among Australian adolescents. Drug and Alcohol Dependence, 154, 63–68.  https://doi.org/10.1016/j.drugalcdep.2015.06.012.CrossRefPubMedGoogle Scholar
  30. Khantzian, E. J. (1997). The self-medication hypothesis of substance use disorders: A reconsideration and recent applications. Harvard Review of Psychiatry, 4(5), 231–244.  https://doi.org/10.3109/10673229709030550.CrossRefPubMedGoogle Scholar
  31. Kim, M. J., Catalano, R. F., Haggerty, K. P., & Abbott, R. D. (2011). Bullying at elementary school and problem behaviour in young adulthood: A study of bullying, violence and substance use from age 11 to age 21. Criminal Behaviour and Mental Health, 21(2), 136–144.  https://doi.org/10.1002/cbm.804.CrossRefPubMedPubMedCentralGoogle Scholar
  32. King, K. M., & Chassin, L. (2007). A prospective study of the effects of age of initiation of alcohol and drug use on young adult substance dependence. Journal of Studies on Alcohol and drugs, 68(2), 256–265.  https://doi.org/10.15288/jsad.2007.68.256.CrossRefPubMedGoogle Scholar
  33. Kowalski, R. M., & Limber, S. P. (2013). Psychological, physical, and academic correlates of cyberbullying and traditional bullying. Journal of Adolescent Health, 53(Suppl 1), S13–S20.  https://doi.org/10.1016/j.jadohealth.2012.09.018.CrossRefPubMedGoogle Scholar
  34. Kristman-Valente, A. N., Brown, E. C., & Herrenkohl, T. I. (2013). Child physical and sexual abuse and cigarette smoking in adolescence and adulthood. Journal of Adolescent Health, 53(4), 533–538.  https://doi.org/10.1016/j.jadohealth.2013.06.003.CrossRefPubMedPubMedCentralGoogle Scholar
  35. Lambe, L. J., & Craig, W. M. (2017). Bullying involvement and adolescent substance use: A multilevel investigation of individual and neighbourhood risk factors. Drug and Alcohol Dependence, 178, 461–468.  https://doi.org/10.1016/j.drugalcdep.2017.05.037.CrossRefPubMedGoogle Scholar
  36. Lessard, J., Henrie, J., Livingston, J. A., Leonard, K. E., Colder, C. R., & Eiden, R. D. (2014). Correlates of ever having used electronic cigarettes among older adolescent children of alcoholic fathers. Nicotine & Tobacco Research, 16(12), 1656–1660.  https://doi.org/10.1093/ntr/ntu148.CrossRefGoogle Scholar
  37. Lessard, J., Livingston, J., Molnar, D., Eiden, R. D., & Schuetze, P. (2016). Parental cigarette and electronic-cigarette use, monitoring, and adolescent electronic-cigarette use. Poster presented at the biennial meeting of the Society for Research on Adolescence, Baltimore, MD.Google Scholar
  38. Low, S., & Espelage, D. (2013). Differentiating cyber bullying perpetration from non-physical bullying: Commonalities across race, individual, and family predictors. Psychology of Violence, 3(1), 39–52.  https://doi.org/10.1037/a0030308.CrossRefGoogle Scholar
  39. Lucas, S., Jernbro, C., Tindberg, Y., & Janson, S. (2016). Bully, bullied and abused. Associations between violence at home and bullying in childhood. Scandinavian Journal of Public Health, 44(1), 27–35.  https://doi.org/10.1177/1403494815610238.CrossRefPubMedGoogle Scholar
  40. Luk, J. W., Wang, J., & Simons-Morton, B. G. (2010). Bullying victimization and substance use among U.S. adolescents: Mediation by depression. Prevention Science, 11, 355–359.  https://doi.org/10.1007/s11121-010-0179-0.CrossRefPubMedPubMedCentralGoogle Scholar
  41. Marschall-Lévesque, S., Castellanos-Ryan, N., Parent, S., Renaud, J., Vitaro, F., Boivin, M., Tremblay, R. E., & Séguin, J. R. (2017). Victimization, suicidal ideation, and alcohol use from age 13 to 15 years: Support for the self-medication model. Journal of Adolescent Health, 60(4), 380–387.  https://doi.org/10.1016/j.jadohealth.2016.09.019.CrossRefPubMedGoogle Scholar
  42. Merrin, G. J., Espelage, D. L., & Hong, J. S. (2018). Applying the social-ecological framework to understand the associations of bullying perpetration among high school students: A multilevel analysis. Psychology of Violence, 8, 43–56.CrossRefGoogle Scholar
  43. Mischel, E. R., Leen-Feldner, E. W., Knapp, A. A., Bilsky, S. A., Ham, L., & Lewis, S. (2014). Indirect effects of smoking motives on adolescent anger dysregulation and smoking. Addictive behaviors, 39(12), 1831–1838.  https://doi.org/10.1016/j.addbeh.2014.07.029.CrossRefPubMedGoogle Scholar
  44. Moore, S. C., Fasihul Alam, M., Heikkinen, M., Hood, K., Huang, C., Moore, L., & Sivarajasingam, V. (2017). The effectiveness of an intervention to reduce alcohol‐related violence in premises licensed for the sale and on‐site consumption of alcohol: A randomized controlled trial. Addiction, 112, 1898–1906.  https://doi.org/10.1111/add.13878.CrossRefPubMedPubMedCentralGoogle Scholar
  45. Morris, E. B., Zhang, B., & Bondy, S. J. (2006). Bullying and smoking: Examining the relationships in Ontario adolescents. Journal of School Health, 76(9), 465–470.  https://doi.org/10.1111/j.1746-1561.2006.00143.x.CrossRefPubMedGoogle Scholar
  46. Morrow, M. T., Hubbard, J. A., Barhight, L. J., & Thomson, A. K. (2014). Fifth-grade children’s daily experiences of peer victimization and negative emotions: Moderating effects of sex and peer rejection. Journal of Abnormal Child Psychology, 42(7), 1089–1102.  https://doi.org/10.1007/s10802-014-9870-0.CrossRefPubMedGoogle Scholar
  47. Murray, J., Farrington, D. P., Sekol, I., Olsen, R. F., & Murray, J. (2009). Effects of parental imprisonment on child antisocial behaviour and mental. Campbell Systematic Reviews, 4, 1–105.  https://doi.org/10.4073/csr.2009.4.Google Scholar
  48. Muthén, L. K., & Muthén, B. O. (1998–2015). Mplus users’ guide. 7th Edition. Los Angeles: CA: Muthen & Muthen. .Google Scholar
  49. Muthén, L. K., & Muthén, B. O. (2002). How to use a Monte Carlo study to decide on sample size and determine power. Structural Equation Modeling, 9, 599–620.CrossRefGoogle Scholar
  50. Nishina, A. (2012). Microcontextual characteristics of peer victimization experiences and adolescents’ daily well-being. Journal of Youth and Adolescence, 41(2), 191–201.  https://doi.org/10.1007/s10964-011-9669-z.CrossRefPubMedGoogle Scholar
  51. Nishina, A., & Juvonen, J. (2005). Daily reports of witnessing and experiencing peer harassment in middle school. Child Development, 76(2), 435–450.  https://doi.org/10.1111/j.1467-8624.2005.00855.x.CrossRefPubMedGoogle Scholar
  52. Parks, K. A., Hsieh, Y.-P., Bradizza, C. M., & Romosz, A. M. (2008). Factors influencing the temporal relationship between alcohol consumption and experiences with aggression among college women. Psychology of Addictive Behaviors, 22(2), 210–218.  https://doi.org/10.1037/0893-164X.22.2.210.CrossRefPubMedPubMedCentralGoogle Scholar
  53. Piko, B. F., Varga, S., & Wills, T. A. (2015). A study of motives for tobacco and alcohol use among high school students in Hungary. Journal of Community Health, 40(4), 744–749.  https://doi.org/10.1007/s10900-015-9993-4.CrossRefPubMedPubMedCentralGoogle Scholar
  54. Quinn, C. A., Fitzpatrick, S., Bussey, K., Hides, L., & Chan, G. C. K. (2016). Associations between the group processes of bullying and adolescent substance use. Addictive Behaviors, 62, 6–13.  https://doi.org/10.1016/j.addbeh.2016.06.007.CrossRefPubMedGoogle Scholar
  55. Radliff, K. M., Wheaton, J. E., Robinson, K., & Morris, J. (2012). Illuminating the relationship between bullying and substance use among middle and high school youth. Addictive Behaviors, 37(4), 569–572.  https://doi.org/10.1016/j.addbeh.2012.01.001.CrossRefPubMedGoogle Scholar
  56. Reavis, R. D., Donohue, L. J., & Upchurch, M. C. (2015). Friendship, negative peer experiences, and daily positive and negative mood. Social Development, 24(4), 833–851.  https://doi.org/10.1111/sode.12123.CrossRefGoogle Scholar
  57. Sher, K. J., & Grekin, E. R. (2007). Alcohol and affect regulation. In J. J. Gross & J. J. Gross (Eds.), Handbook of emotion regulation (pp. 560–580). New York, NY, US: Guilford Press.Google Scholar
  58. Shin, S. H., Edwards, E. M., & Heeren, T. (2009). Child abuse and neglect: Relations to adolescent binge drinking in the national longitudinal study of Adolescent Health (AddHealth) Study. Addictive Behaviors, 34(3), 277–280.  https://doi.org/10.1016/j.addbeh.2008.10.023.CrossRefPubMedGoogle Scholar
  59. Shorey, R. C., Stuart, G. L., Moore, T. M., & McNulty, J. K. (2014). The temporal relationship between alcohol, marijuana, angry affect, and dating violence perpetration: A daily diary study with female college students. Psychology of Addictive Behaviors, 28(2), 516–523.  https://doi.org/10.1037/a0034648.CrossRefPubMedGoogle Scholar
  60. Steinberg, L. (2008). A social neuroscience perspective on adolescent risk-taking. Developmental Review, 28(1), 78–106.  https://doi.org/10.1016/j.dr.2007.08.002.CrossRefPubMedPubMedCentralGoogle Scholar
  61. Steinberg, L. (2014). Age of opportunity: Lessons from the new science of adolescence. Boston, MA: Houghton Mifflin Harcourt.Google Scholar
  62. Sullivan, T. N., Farrell, A. D., & Kliewer, W. (2006). Peer victimization in early adolescence: Association between physical and relational victimization and drug use, aggression, and delinquent behaviors among urban middle school students. Development and Psychopathology, 18, 119–137.  https://doi.org/10.1017/S095457940606007X.CrossRefPubMedGoogle Scholar
  63. Temple, J. R., & Freeman, D. H. (2011). Dating violence and substance use among ethnically diverse adolescents. Journal of Interpersonal Violence, 26, 701–718.  https://doi.org/10.1177/0886260510365858.CrossRefPubMedGoogle Scholar
  64. Testa, M., Parks, K. A., Hoffman, J. H., Crane, C. A., Leonard, K. E., & Shyhalla, K. (2015). Do drinking episodes contribute to sexual aggression perpetration in college men? Journal of Studies on Alcohol and Drugs, 76, 507–515.CrossRefPubMedPubMedCentralGoogle Scholar
  65. Tharp-Taylor, S., Haviland, A., & D’Amico, E. J. (2009). Victimization from mental and physical bullying and substance use in early adolescence. Addictive Behaviors, 34, 561–567.  https://doi.org/10.1016/j.addbeh.2009.03.012.CrossRefPubMedPubMedCentralGoogle Scholar
  66. Thomas, H. J., Connor, J. P., Lawrence, D. M., Hafekost, J. M., Zubrick, S. R., & Scott, J. G. (2017). Prevalence and correlates of bullying victimisation and perpetration in a nationally representative sample of Australian youth. Australian and New Zealand Journal of Psychiatry, 51(9), 909–920.  https://doi.org/10.1177/0004867417707819.CrossRefPubMedGoogle Scholar
  67. Topper, L. R., Castellanos-Ryan, N., Mackie, C., & Conrod, P. J. (2011). Adolescent bullying victimisation and alcohol-related problem behaviour mediated by coping drinking motives over a 12 month period. Addictive Behaviors, 36, 6–13.  https://doi.org/10.1016/j.addbeh.2010.08.016.CrossRefPubMedGoogle Scholar
  68. Ttofi, M. M., Farrington, D. P., Lösel, F., Crago, R. V., & Theodorakis, N. (2016). School bullying and drug use later in life: A meta-analytic investigation. School Psychology Quarterly, 31(1), 8–27.  https://doi.org/10.1037/spq0000120.CrossRefPubMedGoogle Scholar
  69. Turner, M. G., Exum, M. L., Brame, R., & Holt, T. J. (2013). Bullying victimization and adolescent mental health: General and typological effects across sex. Journal of Criminal Justice, 41(1), 53–59.  https://doi.org/10.1016/j.jcrimjus.2012.12.005.CrossRefGoogle Scholar
  70. Walsh, C. A., MacMillan, H. L., Trocme, N., Jamieson, E., & Boyle, M. H. (2008). Measurement of victimization in adolescence: Development and validation of the Childhood Experiences of Violence Questionnaire. Child Abuse and Neglect, 32, 1037–1057.CrossRefPubMedGoogle Scholar
  71. Watson, D., & Clark, L. A. (1994). The PANAS-X: M anual for the positive and negative affect scale- expanded form. Iowa City, Iowa: University of Iowa.Google Scholar
  72. Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54, 1063–1070.CrossRefPubMedGoogle Scholar
  73. Wills, T. A., Simons, J. S., Sussman, S., & Knight, R. (2016). Emotional self-control and dysregulation: A dual-process analysis of pathways to externalizing/internalizing symptomatology and positive well-being in younger adolescents. Drug and Alcohol Dependence, 163(Suppl 1), S37–S45.  https://doi.org/10.1016/j.drugalcdep.2015.08.039.CrossRefPubMedPubMedCentralGoogle Scholar
  74. Young, A., Grey, M., Abbey, A., Boyd, C. J., & McCabe, S. E. (2008). Alcohol-related sexual assault victimization among adolescents: Prevalence, characteristics, and correlates. Journal of Studies on Alcohol and Drugs, 69, 39–48.  https://doi.org/10.15288/jsad.2008.69.39.CrossRefPubMedPubMedCentralGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  • Jennifer A. Livingston
    • 1
  • Jaye L. Derrick
    • 2
  • Weijun Wang
    • 1
  • Maria Testa
    • 1
  • Amanda B. Nickerson
    • 3
  • Dorothy L. Espelage
    • 4
  • Kathleen E. Miller
    • 1
  1. 1.Research Institute on AddictionsUniversity at Buffalo, SUNYBuffaloUSA
  2. 2.Department of PsychologyUniversity of HoustonHoustonUSA
  3. 3.Alberti Center for Bullying Abuse PreventionUniversity at Buffalo, SUNYBuffaloUSA
  4. 4.Department of PsychologyUniversity of FloridaGainesvilleUSA

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