Skip to main content

Advertisement

Log in

The Intersection of Intimate Partner Violence Perpetration and Sexual Risk Behavior Among Young Men in Tanzania: A Latent Class Analysis of Patterns and Outcomes

  • Original Paper
  • Published:
AIDS and Behavior Aims and scope Submit manuscript

Abstract

Few studies of intimate partner violence (IPV) perpetration and sexual risk behavior among men have examined how multiple dimensions of these behaviors intersect in ways that may uniquely elevate health risks. The current study used latent class analysis to: (1) identify distinct patterns of IPV and sexual risk behavior in a sample of Tanzanian men (n = 985) and (2) examine associations between identified patterns and health outcomes. Four classes were identified: normative (64% of the sample), IPV only (14%), sexual risk only (13%), and comorbid IPV/sexual risk (5%). Compared to men in the normative subgroup, men in the comorbid group had significantly higher odds of STI infection, higher perceived HIV risk, and greater odds of substance use. Findings provide evidence that engaging in IPV and multiple sexual partnerships (i.e., a comorbid pattern) denotes elevated health risks across a range of indicators, suggesting the importance of targeted treatment and prevention efforts for men in this subgroup.

Resumen

Pocos estudios sobre la violencia infligida por la pareja (IPV) y las conductas sexuales de riesgo entre los hombres han examinado como las múltiples dimensiones de estas conductas pueden combinarse para elevar los riesgos de estas conductas para la salud. El estudio actual utilizó el análisis de clases latentes para: (1) identificar patrones (o clases) distintos de IPV y conductas sexuales de riesgo en una muestra de hombres de Tanzania (n = 985) y (2) examinar asociaciones entre los patrones identificados y indicadores de salud. Se identificaron cuatro clases: normativa (64% de la muestra), IPV solo (14%), riesgo sexual solo (13%) y riesgo sexual / IPV comórbido (5%). En comparación con los hombres del subgrupo normativo, los hombres del grupo comórbido tenían probabilidades significativamente más altas de infección de transmisión sexual, mayor riesgo percibido de VIH, y mayores probabilidades de consumo de sustancias (alcohol y marijuana). Los hallazgos proporcionan evidencia de que ser perpetrador de violencia en pareja y tener múltiples parejas sexuales (un patrón comórbido) es asociado con múltiples riesgos para la salud, lo que sugiere la importancia del tratamiento dirigido y los esfuerzos de prevención para los hombres en este subgrupo.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1

Similar content being viewed by others

Availability of Data

The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  1. Frank TD, Carter A, Jahagirdar D, Biehl MH, Douwes-Schultz D, Larson SL, et al. Global, regional, and national incidence, prevalence, and mortality of HIV, 1980–2017, and forecasts to 2030, for 195 countries and territories: a systematic analysis for the Global Burden of Diseases, Injuries, and Risk Factors Study 2017. Lancet HIV. 2019;6(12):e831–59.

    Google Scholar 

  2. Muluneh MD, Stulz V, Francis L, Agho K. Gender based violence against women in sub-Saharan Africa: a systematic review and meta-analysis of cross-sectional studies. Int J Environ Res Public Health. 2020;17(3):903.

    PubMed Central  Google Scholar 

  3. Kharsany AB, Karim QA. HIV infection and AIDS in sub-Saharan Africa: current status, challenges and opportunities. Open AIDS J. 2016;10:34.

    CAS  PubMed  PubMed Central  Google Scholar 

  4. James SL, Abate D, Abate KH, Abay SM, Abbafati C, Abbasi N, et al. Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet. 2018;392(10159):1789–858.

    Google Scholar 

  5. Roth GA, Abate D, Abate KH, Abay SM, Abbafati C, Abbasi N, et al. Global, regional, and national age-sex-specific mortality for 282 causes of death in 195 countries and territories, 1980–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet. 2018;392(10159):1736–88.

    Google Scholar 

  6. Devries KM, Mak JY, Garcia-Moreno C, Petzold M, Child JC, Falder G, et al. The global prevalence of intimate partner violence against women. Science. 2013;340(6140):1527–8.

    CAS  PubMed  Google Scholar 

  7. Garcia-Moreno C, Jansen HA, Ellsberg M, Heise L, Watts CH. Prevalence of intimate partner violence: findings from the WHO multi-country study on women’s health and domestic violence. Lancet. 2006;368(9543):1260–9.

    PubMed  Google Scholar 

  8. Guli VME, Geda NR. Intimate partners violence in sub-Saharan Africa: review of risk factors and impacts. Asian Res J Arts Soc Sci. 2021. https://doi.org/10.9734/arjass/2021/v13i330214.

    Article  Google Scholar 

  9. Pastor-Moreno G, Ruiz-Pérez I, Henares-Montiel J, Escribà-Agüir V, Higueras-Callejón C, Ricci-Cabello I. Intimate partner violence and perinatal health: a systematic review. BJOG. 2020;127(5):537–47.

    CAS  PubMed  Google Scholar 

  10. Pingley T. The impact of witnessing domestic violence on children: a systematic review. 2017. Sophia, the St. Catherine University repository website. Retrieved from https://sophia.stkate.edu/msw_papers/776.

  11. Jewkes RK, Dunkle K, Nduna M, Shai N. Intimate partner violence, relationship power inequity, and incidence of HIV infection in young women in South Africa: a cohort study. Lancet. 2010;376(9734):41–8.

    PubMed  Google Scholar 

  12. Durevall D, Lindskog A. Intimate partner violence and HIV in ten sub-Saharan African countries: what do the Demographic and Health Surveys tell us? Lancet Glob Health. 2015;3(1):e34–43.

    PubMed  Google Scholar 

  13. Li Y, Marshall CM, Rees HC, Nunez A, Ezeanolue EE, Ehiri JE. Intimate partner violence and HIV infection among women: a systematic review and meta-analysis. J Int AIDS Soc. 2014;17(1):18845.

    PubMed  PubMed Central  Google Scholar 

  14. Kouyoumdjian FG, Findlay N, Schwandt M, Calzavara LM. A systematic review of the relationships between intimate partner violence and HIV/AIDS. PLoS ONE. 2013;8(11):e81044.

    PubMed  PubMed Central  Google Scholar 

  15. Marshall KJ, Fowler DN, Walters ML, Doreson AB. Interventions that address intimate partner violence and HIV among women: a systematic review. AIDS Behav. 2018;22(10):3244–63.

    PubMed  PubMed Central  Google Scholar 

  16. Rigby SW, Johnson LF. The relationship between intimate partner violence and HIV: a model-based evaluation. Infect Dis Model. 2017;2(1):71–89.

    PubMed  PubMed Central  Google Scholar 

  17. Jewkes R, Dunkle K, Nduna M, Levin J, Jama N, Khuzwayo N, et al. Factors associated with HIV sero-status in young rural South African women: connections between intimate partner violence and HIV. Int J Epidemiol. 2006;35(6):1461–8.

    CAS  PubMed  Google Scholar 

  18. Dunkle KL, Jewkes RK, Nduna M, Levin J, Jama N, Khuzwayo N, et al. Perpetration of partner violence and HIV risk behaviour among young men in the rural Eastern Cape, South Africa. AIDS. 2006;20(16):2107–14.

    PubMed  Google Scholar 

  19. Chirwa ED, Sikweyiya Y, Addo-Lartey AA, Ogum Alangea D, Coker-Appiah D, Adanu RM, et al. Prevalence and risk factors of physical or sexual intimate violence perpetration amongst men in four districts in the central region of Ghana: Baseline findings from a cluster randomised controlled trial. PLoS ONE. 2018;13(3):e0191663.

    PubMed  PubMed Central  Google Scholar 

  20. Abrahams N, Jewkes R, Hoffman M, Laubsher R. Sexual violence against intimate partners in Cape Town: prevalence and risk factors reported by men. Bull World Health Organ. 2004;82:330–7.

    PubMed  PubMed Central  Google Scholar 

  21. Jewkes R, Sikweyiya Y, Morrell R, Dunkle K. The relationship between intimate partner violence, rape and HIV amongst South African men: a cross-sectional study. PLoS ONE. 2011;6(9):e24256.

    CAS  PubMed  PubMed Central  Google Scholar 

  22. Machisa M, Shamu S. Mental ill health and factors associated with men’s use of intimate partner violence in Zimbabwe. BMC Public Health. 2018;18(1):376.

    PubMed  PubMed Central  Google Scholar 

  23. Mthembu J, Khan G, Mabaso M, Simbayi L. Intimate partner violence as a factor associated with risky sexual behaviours and alcohol misuse amongst men in South Africa. AIDS Care. 2016;28(9):1132–7.

    CAS  PubMed  Google Scholar 

  24. Shai NJ, Jewkes R, Nduna M, Dunkle K. Masculinities and condom use patterns among young rural South Africa men: a cross-sectional baseline survey. BMC Public Health. 2012;12(1):462.

    PubMed  PubMed Central  Google Scholar 

  25. Townsend L, Jewkes R, Mathews C, Johnston LG, Flisher AJ, Zembe Y, et al. HIV risk behaviours and their relationship to intimate partner violence (IPV) among men who have multiple female sexual partners in Cape Town, South Africa. AIDS Behav. 2011;15(1):132–41.

    PubMed  Google Scholar 

  26. Johnson MP. Patriarchal terrorism and common couple violence: two forms of violence against women. J Marriage Fam. 1995;57(2):283–94.

    Google Scholar 

  27. Hardesty JL, Ogolsky BG. A socioecological perspective on intimate partner violence research: a decade in review. J Marriage Fam. 2020;82(1):454–77.

    Google Scholar 

  28. Holtzworth-Munroe A, Stuart GL. Typologies of male batterers: three subtypes and the differences among them. Psychol Bull. 1994;116(3):476.

    CAS  PubMed  Google Scholar 

  29. Casey EA, Masters NT, Beadnell B, Wells EA, Morrison DM, Hoppe MJ. A latent class analysis of heterosexual young men’s masculinities. Arch Sex Behav. 2016;45(5):1039–50.

    PubMed  Google Scholar 

  30. Houle B, Yu ST, Angotti N, Schatz E, Kabudula CW, Gómez-Olivé FX, et al. Clusters of HIV Risk and Protective Sexual Behaviors in Agincourt, Rural South Africa: findings from the Ha Nakekela Population-Based Study of Ages 15 and Older. Arch Sex Behav. 2020;49(6):2057–68.

    PubMed  PubMed Central  Google Scholar 

  31. McNaughton Reyes HL, Maman S, Chen MS, Groves AK, Moodley D. Patterns of intimate partner violence victimization among South African women and their relation to emotional distress during pregnancy and postpartum. J Int Violence 2018;36(7–8):NP4230–49.

  32. Vasilenko SA, Kugler KC, Butera NM, Lanza ST. Patterns of adolescent sexual behavior predicting young adult sexually transmitted infections: a latent class analysis approach. Arch Sex Behav. 2015;44(3):705–15.

    PubMed  Google Scholar 

  33. Houle B, Yu S-T, Angotti N, Schatz E, Kabudula CW, Gómez-Olivé FX, et al. Clusters of HIV risk and protective sexual behaviors in Agincourt, Rural South Africa: findings from the Ha Nakekela population-based study of ages 15 and older. Arch Sex Behav. 2020;49(6):2057–68.

    PubMed  PubMed Central  Google Scholar 

  34. Bauer DJ, Shanahan MJ. Modeling complex interactions: Person-centered and variable-centered approaches. In Little TD, Bovaird JA, Card NA (editors) Modeling contextual effects in longitudinal studies (pp. 255–284). Mahwah, NJ: Erlbaum.

  35. Kajula L, Balvanz P, Kilonzo MN, Mwikoko G, Yamanis T, Mulawa M, et al. Vijana Vijiweni II: a cluster-randomized trial to evaluate the efficacy of a microfinance and peer health leadership intervention for HIV and intimate partner violence prevention among social networks of young men in Dar es Salaam. BMC Public Health. 2015;16(1):1–12.

    Google Scholar 

  36. Maman S, Mulawa MI, Balvanz P, McNaughton Reyes HL, Kilonzo MN, Yamanis TJ, et al. Results from a cluster-randomized trial to evaluate a microfinance and peer health leadership intervention to prevent HIV and intimate partner violence among social networks of Tanzanian men. PLoS ONE. 2020;15(3):e0230371.

    CAS  PubMed  PubMed Central  Google Scholar 

  37. Weir S, Tate J, Hileman SB, Khan M, Jackson E, Johnston A. Priorities for local AIDS control efforts: a manual for implementing the PLACE method. Chapel Hill: Carolina Population Center; 2005.

    Google Scholar 

  38. Noar SM, Cole C, Carlyle K. Condom use measurement in 56 studies of sexual risk behavior: review and recommendations. Arch Sex Behav. 2006;35(3):327–45.

    PubMed  Google Scholar 

  39. Zelaya C, Go V, Davis W, Celentano D. Improving the validity of self-reported sexual concurrency in South Africa. Washington, DC: USAID; 2012.

    Google Scholar 

  40. Jouriles EN, McDonald R, Mueller V, Grych JH. Youth experiences of family violence and teen dating violence perpetration: cognitive and emotional mediators. Clin Child Fam Psychol Rev. 2012;15(1):58–68.

    PubMed  Google Scholar 

  41. Ferguson A, Pere M, Morris C, Ngugi E, Moses S. Sexual patterning and condom use among a group of HIV vulnerable men in Thika, Kenya. Sex Transm Infect. 2004;80(6):435–9.

    CAS  PubMed  PubMed Central  Google Scholar 

  42. Filmer D, Pritchett LH. Estimating wealth effects without expenditure data—or tears: an application to educational enrollments in states of India. Demography. 2001;38(1):115–32.

    CAS  PubMed  Google Scholar 

  43. Collins LM, Lanza ST. Latent class and latent transition analysis: with applications in the social, behavioral, and health sciences. New York: Wiley; 2009.

    Google Scholar 

  44. Vermunt JK. Latent class modeling with covariates: Two improved three-step approaches. Political Anal. 2010;18(4):450–69.

    Google Scholar 

  45. Asparouhov T, Muthén B. Auxiliary variables in mixture modeling: three-step approaches using M plus. Struct Equ Modeling. 2014;21(3):329–41.

    Google Scholar 

  46. Jewkes R, Morrell R. Hegemonic masculinity, violence, and gender equality: using latent class analysis to investigate the origins and correlates of differences between men. Men Masculinities. 2018;21(4):547–71.

    Google Scholar 

  47. Gibbs A, Dunkle K, Ramsoomar L, Willan S, Jama Shai N, Chatterji S, et al. New learnings on drivers of men’s physical and/or sexual violence against their female partners, and women’s experiences of this, and the implications for prevention interventions. Glob Health Action. 2020;13(1):1739845.

    PubMed  PubMed Central  Google Scholar 

  48. Beres LK, Merrill KG, McGready J, Denison JA, Schwartz S, Sikazwe I, et al. Intimate partner violence polyvictimisation and HIV among coupled women in Zambia: analysis of a population-based survey. Glob Public Health. 2020;15(4):558–70.

    PubMed  Google Scholar 

  49. Roberts ST, Flaherty BP, Deya R, Masese L, Ngina J, McClelland RS, et al. Patterns of gender-based violence and associations with mental health and HIV risk behavior among female sex workers in Mombasa, Kenya: a latent class analysis. AIDS Behav. 2018;22(10):3273–86.

    PubMed  PubMed Central  Google Scholar 

  50. Gibbs A, Dunkle K, Jewkes R. Emotional and economic intimate partner violence as key drivers of depression and suicidal ideation: A cross-sectional study among young women in informal settlements in South Africa. PloS one. 2018;13(4):e0194885.

    PubMed  PubMed Central  Google Scholar 

  51. Gibbs A, Abdelatif N, Washington L, Chirwa E, Willan S, Shai N, et al. Differential impact on men in an IPV prevention intervention: A post hoc analysis using latent class analysis of the Stepping Stones and Creating Futures intervention in South Africa. Soc Sci Med. 2020;265:113538.

    PubMed  Google Scholar 

Download references

Funding

This research was supported by a grant from the National Institute of Mental Health (Grant # R03-MH121200-01) to H. L. M. Reyes.

Author information

Authors and Affiliations

Authors

Contributions

All authors participated in designing the parent study, data collection, and data preparation. HLMR conceived of the research questions and hypotheses assessed in the current study and performed all analyses. The first draft of the manuscript was written by HLMR and all authors commented on revisions of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to H. Luz McNaughton Reyes.

Ethics declarations

Conflict of interest

The authors report no conflict of interest.

Ethical Approval

The study was approved by the ethical review committees at the University of North Carolina at Chapel Hill and Muhimbili University of Health and Allied Sciences in Dar es Salaam, Tanzania.

Informed Consent

Informed consent was obtained from all individual participants in the current study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

McNaughton Reyes, H.L., Maman, S., Kajula, L.J. et al. The Intersection of Intimate Partner Violence Perpetration and Sexual Risk Behavior Among Young Men in Tanzania: A Latent Class Analysis of Patterns and Outcomes. AIDS Behav 26, 512–522 (2022). https://doi.org/10.1007/s10461-021-03407-5

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10461-021-03407-5

Keywords

Palabras claves

Navigation