Abstract
Purpose
Technology and social media provide new opportunities to commit violence against an intimate partner (IPV). The present study aimed to investigate the patterns of exposure to cyber IPV perpetration and victimization types, related risk factors (i.e., adverse experiences during childhood) and mental health correlates among Hispanic emerging adults.
Method
A three-step latent class analysis was performed in a sample of 1,113 Hispanic emerging adults in the age range 18 to 29 years (M = 20.53 years, SD = 2.47).
Results
A five-class solution was found to be optimal, and the latent classes were labeled as low cyber, cyberstalking IPV, cyber psychological IPV, cyberstalking and psychological IPV, and high cyber IPV victimization and perpetration. Individuals with higher mean scores on childhood maltreatment and witnessing parental violence were more likely to be in the class with higher probabilities of cyber IPV victimization and perpetration. Furthermore, those in the cyber IPV victimization and perpetration class had higher means on symptoms of depression and alcohol use.
Conclusions
Latent classes showed bidirectional cyber IPV with varying probabilities of exposure to victimization and perpetration. Findings are in line with the cumulative risk hypothesis as results showed that exposure to multiple traumatic childhood experiences and cyber IPV accumulate and have a detrimental effect on the mental health correlates. Intervention and preventative strategies should address the impact of hazardous use of technology on intimate relationships and mental health correlates.
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References
Agoff, C., Herrera, C., & Castro, R. (2007). The weakness of family ties and their perpetuating effects on gender violence: A qualitative study in Mexico. Violence Against Women, 13, 1206–1220. https://doi.org/10.1177/1077801207307800
Asparouhov, T., & Muthén, B. (2012). Using Mplus TECH11 and TECH14 to test the number of latent classes. Mplus Web Notes, 14, 1–17. Retrieved from https://www.statmodel.com/examples/webnotes/webnote14.pdf
Asparouhov, T., & Muthén, B. (2014). Auxiliary Variables in Mixture Modeling: 3-Step Approaches Using Mplus. Structural Equation Modeling: A Multidisciplinary Journal, 21(3), 329–341. https://doi.org/10.1080/10705511.2014.915181
Babor, T. F., Higgins-Biddle, J. C., Saunders, J. B., & Monteiro, M. G., (2001). The Alcohol Use Disorders Identification Test (Second edition). World Health Organization Department of Mental Health and Substance Dependence
Bakk, Z. & Vermunt, J. K. (2015). Robustness of stepwise latent class modeling with continuous distal outcomes. Structural Equation Modeling: A Multidisciplinary Journal, 23(1). https://doi.org/10.1080/10705511.2014.955104
Bandura, A. (1977). Social learning theory. Journal of Communication, 28, 12–29. https://doi.org/10.1111/j.1460-2466.1978.tb01621.x
Bernstein, D. P., Stein, J. A., Newcomb, M. D., Walker, E., Pogge, D., Ahluvalia, T., Stokes, J., Handelsman, L., Medrano, M., Desmond, D., & Zule, W. (2003). Development and validation of a brief screening version of the Childhood Trauma Questionnaire. Child Abuse & Neglect, 27, 169–190. https://doi.org/10.1016/S0145-2134(02)00541-0
Borrajo, E., Gámez-Guadix, M., & Calvete, E. (2015). Cyber dating abuse: Prevalence, context, and relationship with offline dating aggression. Psychological Reports: Relationships & Communications, 116(2), 565–585. https://doi.org/10.2466/21.16.PR0.116k22w4
Borrajo, E., Gámez-Guadix, M., Pereda, N., & Calvete, E. (2015). The development and validation of the cyber dating abuse questionnaire among young couples. Computers in Human Behavior, 48, 358–365. https://doi.org/10.1016/j.chb.2015.01.063
Brem, M. J., Florimbio, A. R., Grigorian, H., Wolford-Clevenger, C., Elmquist, J., Shorey, R. C., Rothman, E. F., Temple, J. R., & Stuart, G. L. (2019). Cyber abuse among men arrested for domestic violence: Cyber monitoring moderates the relationship between alcohol problems and intimate partner violence. Psychology of Violence, 9, 410–418. https://doi.org/10.1037/vio0000130
Brem, M. J., Stuart, G. L., Cornelius, T. L., & Shorey, R. C. (2019b). Examination of alcohol problems and cyber, psychological, and physical dating abuse: The moderating role of emotion dysregulation. Journal of Interpersonal Violence. Advance online publication. https://doi.org/10.1177/0886260519876029
Burke, S. C., Wallen, M., Vail-Smith, K., & Knox, D. (2011). Using technology to control intimate partners: An exploratory study of college undergraduates. Computers in Human Behavior, 27(3), 1162–1167. https://doi.org/10.1016/j.chb.2010.12.010
Cano, M. Á., Vaughan, E. L., Dios, M. A. De, Castro, Y., Roncancio, A. M., Ojeda, L., & … Angel, M. (2015). Alcohol use severity among Hispanic emerging adults in higher education: Understanding the effect of cultural congruity. Journal of Substance Use Misuse, 50(11), 1412–1420 6084. https://doi.org/10.3109/10826084.2015.1018538
Cano-Gonzalez, I., Charak, R., Gilbar, O., Racionero-Viñas, R., & Strait, M. K. (2020). Witnessing parental violence and intimate partner cyber IPV perpetration in hispanic emerging adults: The mediating role of attitudes towards IPV. Journal of Interpersonal Violence. Advance online publication. https://doi.org/10.1177/0886260520975834
Cantos, A. L., & O’Leary, K. D. (2014). One size does not fit all in treatment of intimate partner violence. Partner Abuse, 5(2), 204–236. https://doi.org/10.1891/1946-6560.5.2.204
Cantu, J. I., & Charak, R. (2022). Unique, additive, and interactive effects of types of intimate partner cybervictimization on depression in Hispanic emerging adults. Journal of Interpersonal Violence, 37(1–2). NP375-NP-399. https://doi.org/10.1177/0886260520915552
Caridade, S., & Braga, T. (2020). Youth cyber dating abuse: A meta-analysis of risk and protective factors. Journal of Psychosocial Research on Cyberspace, 14(3). https://doi.org/10.5817/CP2020-3-2
Charak, R., Koot, H. M., Dvorak, R. D., Elklit, A., & Elhai, J. D. (2015). Unique versus cumulative effects of physical and sexual assault on patterns of adolescent substance use. Psychiatry Research, 230(3), 763–769. https://doi.org/10.1016/j.psychres.2015.11.014
Charak, R., DiLillo, D., Messman-Moore, T. L., & Gratz, K. L. (2018). Latent classes of lifetime sexual victimization characteristics in women in emerging adulthood: Differential relations with emotion dysregulation. Psychology of Violence, 8(5), 570–579. https://doi.org/10.1037/vio0000154
Charak, R., Villarreal, L., Schmitz, R. M., Hirai, M., & Ford, J. D. (2019). Patterns of childhood maltreatment and intimate partner violence, emotion dysregulation, and mental health symptoms among lesbian, gay, and bisexual emerging adults: A three-step latent class approach. Child Abuse & Neglect, 89, 99–110. https://doi.org/10.1016/j.chiabu.2019.01.007
Da Silva, N., Verdejo, T. R., Dillon, F. R., Ertl, M. M., & De La Rosa, M. (2018). Marianismo beliefs, intimate partner violence, and psychological distress among recently immigrated, young adult Latinas. Journal of interpersonal violence, 886260518778263. Advance online publication. https://doi.org/10.1177/0886260518778263
DiLillo, D., Hayes-Skelton, S. A., Fortier, M. A., Perry, A. R., Evans, S. E., Messman Moore, T. L., Walsh, K., Nash, C., & Fauchier, A. (2010). Development and initial psychometric properties of the Computer Assisted Maltreatment Inventory (CAMI): A comprehensive self-report measure of child maltreatment history. Child Abuse and Neglect, 34(5), 305–317. https://doi.org/10.1016/j.chiabu.2009.09.015
Duerksen, K. N., & Woodin, E. M. (2021). Cyber dating abuse victimization: Links with psychosocial functioning. Journal of Interpersonal Violence, 36(19–20), NP10077–NP10105. https://doi.org/10.1177/0886260519872982
Duerksen, K. N., & Woodin, E. M. (2019). Technological intimate partner violence: Exploring technology-related perpetration factors and overlap with in-person intimate partner violence. Computers in Human Behavior, 98, 223–231. https://doi.org/10.1016/j.chb.2019.05.001
Eaton, A. A., Noori, S., Bonomi, A., Stephens, D. P., & Gillum, T. L. (2021). Nonconsensual porn as a form of intimate partner violence: Using the power and control wheel to understand nonconsensual porn perpetration in intimate relationships. Trauma, Violence and Abuse, 22(5), 1140–1154. https://doi.org/10.1177/1524838020906533
Eckhardt, C. I., Samper, R., Suhr, L., & Holtzworth-Munroe, A. (2012). Implicit attitudes toward violence among male perpetrators of intimate partner violence: a preliminary investigation. Journal of Interpersonal Violence, 27(3), 471–491. https://doi.org/10.1177/0886260511421677
Edwards, K. M., Palmer, K. M., Lindemann, K. G., & Gidycz, C. A. (2018). Is the end really the end? Prevalence and correlates of college women’s intentions to return to an abusive relationship. Violence Against Women, 24(2), 207–222. https://doi.org/10.1177/1077801216686220
Fleming, M. F., Barry, K. L., & Macdonald, R. (1991). The Alcohol Use Disorders Identification Test (AUDIT) in a college sample. International Journal of the Addictions, 26(11), 1173–1185. https://doi.org/10.3109/10826089109062153
Freed, D., Havron, S., Tseng, E., Gallardo, A., Chatterjee, R., Ristenpart, T., & Dell. N., (2019). Is my phone hacked? Analyzing clinical computer security interventions with survivors of intimate partner violence. Proceedings of the ACM on Human – Computer Interaction, 3, CSCW. https://doi.org/10.1145/3359304
Grest, C. V., Amaro, H., & Unger, J. (2018a). Longitudinal predictors of intimate partner violence perpetration and victimization in Latino emerging adults. Journal of Youth and Adolescence, 47(3), 560–574. https://doi.org/10.1007/s10964-017-0663-y
Grest, C. V., Jungeun, G., Lee, O., Gilreath, T., & Unger, J. B. (2018b). Latent class analysis of intimate partner violence perpetration and victimization among Latino emerging adults. Journal of Youth and Adolescence, 47, 575–585. https://doi.org/10.1007/s10964-017-0807-0
Kroenke, K., Spitzer, R. L., & Williams, J. B. (2001). The PHQ-9: validity of a brief depression severity measure. Journal of General Internal Medicine, 16(9), 606–613. https://doi.org/10.1046/j.1525-1497.2001.016009606.x
Langhinrichsen-Rohling, J., Misra, T. A., Selwyn, C., & Rohling, M. L. (2012). Rates of bidirectional versus unidirectional intimate partner violence across samples, sexual orientations, and race/ethnicities: A comprehensive review. Partner Abuse, 3(2), 199–230. https://doi.org/10.1891/1946-6560.3.2.199
Leisring, P., & Giumetti, G. (2014). Sticks and stones may break my bones, but abusive text messages also hurt: Development and validation of the cyber psychological abuse scale. Partner Abuse, 5(3), 323–34. https://doi.org/10.1891/1946-6560.5.3.323
Li, S., Zhao, F., & Yu, G. (2019). Childhood maltreatment and intimate partner violence victimization: A meta-analysis. Child Abuse & Neglect, 88, 212–224. https://doi.org/10.1016/j.chiabu.2018.11.012
Li, S., Zhao, F., & Yu, G. (2020). A meta-analysis of childhood maltreatment and intimate partner violence perpetration. Aggression and Violent Behavior, 50(59), 101362. https://doi.org/10.1016/j.avb.2019.101362
Macy, R. J. (2008). A research agenda for sexual revictimization: Priority areas and innovative statistical methods. Violence Against Women, 14, 1128–1147. https://doi.org/10.1177/1077801208322701
Marganski, A., & Melander, L. (2018). Intimate partner violence victimization in the cyber and real world: Examining the extent of cyber aggression experiences and its association with in-person dating violence. Journal of Interpersonal Violence, 33(7), 1071–1095. https://doi.org/10.1177/0886260515614283
Melander, L. A., & Marganski, A. J. (2020). Cyber and in-person intimate partner violence victimization: Examining maladaptive psychosocial and behavioral correlates. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 14(1), Article 1. https://doi.org/10.5817/CP2020-1-1
Merz, E., Malcarne, V., Roesch, S., Riley, N., & Sadler, G. (2011). A multigroup confirmatory factor analysis of the Patient Health Questionnaire-9 among English and Spanish-speaking Latinas. Cultural Diversity Ethnic Minority Psychology, 17(3), 309–316. https://doi.org/10.1037/a0023883
Muftic, L. R., Finn, M. A., & Marsh, E. A. (2015). The victim-offender overlap, intimate partner violence, and sex: Assessing differences. Crime & Delinquency, 61(7), 899–926. https://doi.org/10.1177/0011128712453677
Muñoz-Rivas, M., Ronzón-Tirado, R. C., Redondo, N., & Cassinello, M. (2021). Adolescent victims of physical dating violence: Why do they stay in abusive relationships?. Journal of Interpersonal Violence, 886260520986277. Advance online publication. https://doi.org/10.1177/0886260520986277
Nurius, P. S., & Macy, R. J. (2008). Heterogeneity among violence exposed women: Applying person-oriented research methods. Journal of Interpersonal Violence, 23, 389–415. https://doi.org/10.1177/0886260507312297
Nylund, K. L., Asparouhov, T., & Muthén, B. O. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling, 14(4), 535–569. https://doi.org/10.1080/10705510701575396
Ouytsel, J Van, Ponnet, K., & Walrave, M. (2020). Cyber dating abuse: Investigating digital monitoring behaviors among adolescents from a social learning perspective. Journal of Interpersonal Violence, 35(23–24), 5157–5178. https://doi.org/10.1177/0886260517719538
Powell, A., Henry, N., Flynn, A., & Scott, A. J. (2019). Image-based sexual abuse: The extent, nature, and predictors of perpetration in a community sample of Australian residents. Computers in Human Behavior, 92, 393–402. https://doi.org/10.1016/j.chb.2018.11.009
Rajah, V., & Osborn, M. (2020). Understanding women’s resistance to intimate partner violence: A scoping review. Trauma, Violence, and Abuse, 1-15. https://doi.org/10.1177/1524838019897345
Renner, L. M., & Whitney, S. D. (2012). Risk factors for unidirectional and bidirectional intimate partner violence among young adults. Child Abuse & Neglect, 36(1), 40–52. https://doi.org/10.1016/j.chiabu.2011.07.007
Richards, T. N., Skubak, M., & Wright, E. M. (2017). Intimate partner violence and the overlap of perpetration and victimization: Considering the influence of physical, sexual, and emotional abuse in childhood. Child Abuse & Neglect, 67, 240–248. https://doi.org/10.1016/j.chiabu.2017.02.037
Rocha-Silva, T., Nogueira, C., & Rodrigues, L. (2021). Intimate abuse through technology: A systematic review of scientific constructs and behavioral dimensions. Computers in Human Behavior, 122, 106861. https://doi.org/10.1016/j.chb.2021.106861
Rodriguez, V. J., Shaffer, A., Are, F., Madden, A., Jones, D. L., & Kumar, M. (2019). Identification of differential item functioning by race and ethnicity in the Childhood Trauma Questionnaire. Child Abuse & Neglect, 94, 104030. https://doi.org/10.1016/j.chiabu.2019.104030
Ronzón-Tirado, R., Charak, R., Cano-Gonzalez, I., Karsberg, S., & Schnarrs, P. W. (2021). Latent classes of bidirectional face-to-face and cyber intimate partner violence among lesbian, gay, and bisexual emerging adults: The role of minority stressors. Journal of interpersonal violence. Advance online publication. https://doi.org/10.1177/08862605211055158
Rubin, A., Migneault, J., Maks, L., Goldsteisn, E., Ludena, K., & Friedman, R. (2006). Automated telephone screening for problem drinking. Journal of Studies on Alcohol, 67(3), 454–457. https://doi.org/10.15288/jsa.2006.67.454
Rutter, M. (1981). Stress, coping, and development: Some issues and some questions. Journal of Child Psychology and Psychiatry, 22(4), 323–356. https://doi.org/10.1111/j.1469-7610.1981.tb00560.x
Sabina, C., Cuevas, C. A., & Cotignola-Pickens, H. M. (2016). Longitudinal dating violence victimization among Latino teens: Rates, risk factors, and cultural influences. Journal of Adolescence, 47, 5–15. https://doi.org/10.1016/j.adolescence.2015.11.003
Sargent, K. S., Krauss, A., Jouriles, E. N., & McDonald, R. (2016). Cyber victimization, psychological intimate partner violence, and problematic mental health outcomes among first-year college students. Cyberpsychology, Behavior, and Social Networking, 19(9), 545–550. https://doi.org/10.1089/cyber.2016.0115
Seewald, L., Walsh, T. B., Tolman, R. M., Lee, S. J., Reed, L. A., Ngo, Q., & Singh, V. (2022). Technology-facilitated abuse prevalence and associations among a nationally representative sample of young men. The Annals of Family Medicine, 20(1), 12–17. https://doi.org/10.1370/afm.2758
Spencer, C. M., Morgan, P., Bridges, J., Washburn-Busk, M., & Stith, S. M. (2017). The relationship between approval of violence and intimate partner violence in college students. Journal of interpersonal violence, 886260517731315. Advance online publication. https://doi.org/10.1177/0886260517731315
Spitzer, R. L., Kroenke, K., & Williams, J. B. (1999). Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary Care Evaluation of Mental Disorders. Patient Health Questionnaire. JAMA, 282(18), 1737–1744. https://doi.org/10.1001/jama.282.18.1737
Straus, M. A., & Douglas, E. M. (2004). A short form of the Revised Conflict Tactics Scales, and typologies for severity and mutuality. Violence and Victims, 19(5), 507–520. https://doi.org/10.1891/088667004780927800
Temple, J. R., Shorey, R. C., Tortolero, S. R., Wolfe, D. A., & Stuart, G. L. (2013). Importance of gender and attitudes about violence in the relationship between exposure to interparental violence and the perpetration of teen dating violence. Child Abuse & Neglect, 37(5), 343–352. https://doi.org/10.1016/j.chiabu.2013.02.001
Terrazas-Carrillo, E., & Sabina, C. (2019). Dating violence attitudes among Latino college students: An examination of gender, machismo, and marianismo. Violence and Victims, 34(1), 194–211. https://doi.org/10.1891/0886-6708
Testa, M., Livingston, J. A., & VanZile-Tamsen, C. (2011). Advancing the study of violence against women using mixed methods: Integrating qualitative methods into a quantitative research program. Violence Against Women, 17(2), 236–250. https://doi.org/10.1177/1077801210397744
Trujillo, O., Cantu, J. I., & Charak, R. (2020). Unique and additive effects of intimate partner cybervictimization types on alcohol use in lesbian, gay, and bisexual emerging adults. Cyberpsychology, Behavior, and Social Networking, 23(11), 743–751. https://doi.org/10.1089/cyber.2019.0773
United States Census (2020). Quickfacts. Retrieved April 18, 2022, from https://www.census.gov/quickfacts/fact/table/brownsvillecitytexas,edinburgcitytexas,riograndecitycitytexas/RHI725221
Vermunt, J. K. (2010). Latent class modeling with covariates: Two improved three-step approaches. Political Analysis, 18, 450–469. https://doi.org/10.1093/pan/mpq025
Watkins, L. E., Maldonado, R. C. & Dilillo, D. (2018). The Cyber aggression in relationships scale: A new multidimensional measure of technology-based intimate partner aggression. Assessment, 1-19. https://doi.org/10.1177/1073191116665696
Woodlock, D. (2017). The abuse of technology in domestic violence and stalking. Violence Against Women, 23(5), 584–602. https://doi.org/10.1177/1077801216646277
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Cano-Gonzalez, I., Charak, R., Chen, PY. et al. Patterns, Risk Factors, and Mental Health Correlates of Cyber Intimate Partner Violence in Hispanic Emerging Adults. J Fam Viol 38, 941–952 (2023). https://doi.org/10.1007/s10896-022-00434-1
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DOI: https://doi.org/10.1007/s10896-022-00434-1