Abstract
Over the past decade, there has been rapid growth in the evidence for programs to prevent or reduce intimate partner violence (IPV)–the most common form of men’s violence against women. IPV interventions targeting heterosexual couples have shown significant impact. However, our understanding of how these interventions achieve their impacts on violence–the mechanisms through which change occurs–remains limited. Using data from two follow-up rounds of a randomized controlled trial of the Bandebereho intervention in Rwanda, we constructed conceptually driven structural equation models to represent the processes by which hypothesized mediating variables linked treatment assignment to IPV. We found significant differences in the expected direction between the intervention and control participants on all mediating variables, including men’s alcohol use, communication frequency, emotional closeness, frequency of quarreling, and men’s attitudes related to gender and violence. Several mechanisms–more positive couple dynamics including emotional closeness and communication frequency; men’s gender-equitable attitudes; men’s alcohol use–accounted for the largest proportions of the effect of assignment to the Bandebereho intervention on IPV. Overall, our findings highlight that no one particular component is driving the reductions in violence; instead, the multiple components and pathways account for the intervention’s effects, suggesting that the holistic nature of the intervention may be integral to its positive impact. The Bandebereho trial from which data was used in this analysis was registered on ClinicalTrials.gov prior to completion (NCT02694627).
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Notes
There should have been 576 participants in the intervention group, but one person was mistakenly randomized twice as he was recruited by two facilitators.
We removed one mediation variable, communication satisfaction, from the final model. While it accounted for 15% of the intervention effect in our preregistered model, it had no direct pathway from treatment assignment to it, and the direct pathway from it to IPV was statistically nonsignificant and very close to zero. Thus, it contributed little to understanding the mechanisms by which Bandebereho achieved its impacts on IPV.
References
Abramsky, T., Devries, K. M., Michau, L., Nakuti, J., Musuya, T., Kiss, L., Kyegombe, N., & Watts, C. (2016). Ecological pathways to prevention: How does the SASA! community mobilisation model work to prevent physical intimate partner violence against women? BMC Public Health, 16, 339. https://doi.org/10.1186/s12889-016-3018-9
Bentler, P. M. (2007). On tests and indices for evaluating structural equation models. Personality and Individual Differences, 42, 825–829. https://doi.org/10.1016/j.paid.2006.09.024
Buller, A. M., Peterman, A., Ranganathan, M., Bleile, A., Hidrobo, M., & Heise, L. (2018). A mixed-method review of cash transfers and intimate partner violence in low- and middle-income countries. The World Bank Research Observer, 33, 218–258. https://doi.org/10.1093/wbro/lky002
Chaudhury, S., Brown, F. L., Kirk, C. M., Mukunzi, S., Nyirandagijimana, B., Mukandanga, J., Ukundineza, C., Godfrey, K., Ng, L. C., Brennan, R. T., & Betancourt, T. S. (2016). Exploring the potential of a family-based prevention intervention to reduce alcohol use and violence within HIV-affected families in Rwanda. AIDS Care, 28, 118–129. https://doi.org/10.1080/09540121.2016.1176686
Doyle, K., Karamage, E., Muhimpundu, C., Nsengiyumva, J.B., Rutabayiru, R., Mukeshimana, C., Miraneza, L., Inshutiyase, F., Rutayisire, F. (Forthcoming) Learning Brief: Taking the Bandebereho couples’ intervention to scale through the health system in Rwanda. Equimundo and RWAMREC.
Doyle, K., Kato-Wallace, J., Kazimbaya, S., & Barker, G. (2014). Transforming gender roles in domestic and caregiving work: Preliminary findings from engaging fathers in maternal, newborn, and child health in Rwanda. Gender & Development, 22, 515–531. https://doi.org/10.1080/13552074.2014.963326
Doyle, K., Levtov, R., Barker, G., Bastian, G. G., Bingenheimer, J. B., Kazimbaya, S., Nzabonimpa, A., Pulerwitz, J., Sayinzoga, F., Sharma, V., & Shattuck, D. (2018). Gender-transformative Bandebereho couples’ intervention to promote male engagement in reproductive and maternal health and violence prevention in Rwanda: Findings from a randomized controlled trial. PLoS ONE, 13, e0192756.
Dunkle, K., Stern, E., Chatterji, S., & Heise, L. (2020). Effective prevention of intimate partner violence through couples training: A randomised controlled trial of Indashyikirwa in Rwanda. BMJ Global Health, 5, e002439. https://doi.org/10.1136/bmjgh-2020-002439
Fulu, E., Warner, X., Miedema, S., & Liou, C. (2013a) Toolkit for replicating the UN multicountry study on men and violence. Bangkok: UNDP, UNFPA, UN Women and UNV. Retrieved April 13, 2022, from https://www.partners4prevention.org/sites/default/files/p4p-unmcr-step-guide.pdf
Fulu, E., Jewkes, R., Roselli, T., & Garcia-Moreno, C. (2013b). Prevalence of and factors associated with male perpetration of intimate partner violence: Findings from the UN multi-country cross-sectional study on men and violence in Asia and the Pacific. Lancet Global Health, 1, E187–E207. https://doi.org/10.1016/S2214-109X(13)7007
García-Moreno, C., Jansen, H., Ellsberg, M., Heise, L., & Watts, C. (2005). WHO multi-country study on women’s health and domestic violence: Initial results on prevalence, health outcomes and women’s responses. World Health Organization.
Gibbs, A., Dunkle, K., Ramsoomara, L., Willan, S., Shai, N. J., Chatterji, S., et al. (2020a). 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. Global Health Action, 13, 1739845. https://doi.org/10.1080/16549716.2020.1739845
Gibbs, A., Dunkle, K., Mhlongo, S., Chirwa, E., Hatcher, A., Christofides, N. J., & Jewkes, R. (2020b). Which men change in intimate partner violence prevention interventions? A trajectory analysis in Rwanda and South Africa. BMJ Global Health, 5, e002199. https://doi.org/10.1136/bmjgh-2019-002199
Giusto, A., & Puffer, E. (2018). A systematic review of interventions targeting men’s alcohol use and family relationships in low- and middle-income countries. Global Mental Health, 5, e10. https://doi.org/10.1017/gmh.2017.32
Heise, L. (2011) What works to prevent partner violence? An evidence overview. Report for the UK Department for International Development. Retrieved September 2, 2021, from https://www.oecd.org/derec/49872444.pdf
Jewkes, R., Willan, S., Heise, L., Washington, L., Shai, N., Kerr-Wilson, A, & Christofides, N. (2020). Effective design and implementation elements in interventions to prevent violence against women and girls. What Works To Prevent VAWG? Pretoria, South Africa. Retrieved September 2, 2021, from https://www.whatworks.co.za/documents/publications/373-intervention-report19-02-20/file
Kerr-Wilson, A., Gibbs, A., McAslan Fraser, E., Ramsoomar, L., Parke, A., Khuwaja, HMA., & Jewkes, R. (2020). A rigorous global evidence review of interventions to prevent violence against women and girls. What Works to Prevent VAWG? Pretoria, South Africa. Retrieved September 2, 2021, from https://www.whatworks.co.za/documents/publications/374-evidence-reviewfweb/file
Levtov, R. G., Barker, G., Contreras-Urbina, M., Heilman, B., & Verma, R. (2014). Pathways to gender-equitable men: Findings from the International Men and Gender Equality Survey in eight countries. Men and Masculinities, 17, 467–501. https://doi.org/10.1177/1097184X14558234
Little, T. D., Cunningham, W. A., Shahar, G., & Widamann, K. F. (2002). To parcel or not to parcel: Exploring the question, weighing the merits. Structural Equation Modeling, 9, 151–173. https://doi.org/10.1207/S15328007SEM0902_1
Little, T. D., Rhemtulla, M., Gibson, K., & Schoemann, A. M. (2013). Why the items versus parcels controversy needn’t be one. Psychological Methods, 18, 285–300. https://doi.org/10.1037/a0033266
Localio, A. R., Meibohm, A. R., & Guallar, E. (2020). Finding the pathway: Mediation analysis in randomized controlled trials. Annals of Internal Medicine, 172, 553–558. https://doi.org/10.7326/M20-0887
MacKinnon, D. P. (2008). Introduction to statistical mediation analysis. Routledge.
McLean, L., Heise, L. L., & Stern, E. A. (2020). Shifting and transforming gender-inequitable beliefs, behaviours and norms in intimate partnerships: The Indashyikirwa couples programme in Rwanda. Culture, Health & Sexuality, 22, 13–30. https://doi.org/10.1080/13691058.2019.1679394
Murray, S. M., Van Wyk, S. S., Metz, K., Mulemba, S. M., Mwenge, M. M., Kane, J. C., Alto, M., Venturo-Conerly, K. E., Wasil, A. R., Fine, S. L., & Murray, L. K. (2021). A qualitative exploration of mechanisms of intimate partner violence reduction for Zambian couples receiving the common elements treatment approach (CETA) intervention. Social Science & Medicine, 268, 113458. https://doi.org/10.1016/j.socscimed.2020.113458
National Institute of Statistics of Rwanda (NISR), Ministry of Health (MOH), & ICF International. (2015) Rwanda demographic and health survey 2014–15. Rockville, Maryland, USA: NISR, MOH, and ICF International. Retrieved April 13, 2022, from https://dhsprogram.com/pubs/pdf/FR316/FR316.pdf
Ntaganira, J., Muula, A. S., Masaisa, F., Dusabeyezu, F., Siziya, S., & Rudatsikira, E. (2008). Intimate partner violence among pregnant women in Rwanda. BMC Women’s Health, 8, 17. https://doi.org/10.1186/1472-6874-8-17
Pierotti, R. S., Lake, M., & Lewis, C. (2018). Equality on his terms: Doing and undoing gender through men’s discussion groups. Gender & Society, 32, 540–562. https://doi.org/10.1177/0891243218779779
Prevention Collaborative. (2018). Preventing partner violence: Working with couples. Prevention Collaborative. Retrieved September 2, 2021, from https://prevention-collaborative.org/wp-content/uploads/2021/08/Prevention_Collaborative_2018_Working_with_Couples.pdf
Ramsoomar, L., Gibbs, A., Machisa, M., Chirwa, E., Kane, J., & Jewkes, R. (2019). Associations between alcohol, poor mental health and intimate partner violence: Evidence review. What Works to Prevent VAWG? Pretoria, South Africa. Retrieved September 2, 2021, from https://www.whatworks.co.za/documents/publications/366-alcohol-evidence-brief09-12-19/file
Rhemtulla, M. (2016). Population performance of SEM parceling strategies under measurement and structural model misspecification. Psychological Methods, 21, 348–368. https://doi.org/10.1037/met0000072
Starmann, E., Collumbien, M., Kyegombe, N., Devries, K., Michau, L., Musuya, T., Watts, C., & Heise, L. (2017). Exploring couples’ processes of change in the context of SASA!, a violence against women and HIV prevention intervention in Uganda. Prevention Science, 18, 233–244. https://doi.org/10.1007/s11121-016-0716-6
Starmann, E., Heise, L., Kyegombe, N., Devries, K., Abramsky, T., Michau, L., Musuya, T., Watts, C., & Collumbien, M. (2018). Examining diffusion to understand the how of SASA!, a violence against women and HIV prevention intervention in Uganda. BMC Public Health, 18, 616. https://doi.org/10.1186/s12889-018-5508-4
Stern, E., Heise, L., & McLean, L. (2018). The doing and undoing of male household decision-making and economic authority in Rwanda and its implications for gender transformative programming. Culture, Health & Sexuality, 20, 976–991. https://doi.org/10.1080/13691058.2017.1404642
Stern, E., & Heise, L. (2019). Sexual coercion, consent and negotiation: Processes of change amongst couples participating in the Indashyikirwa programme in Rwanda. Culture, Health & Sexuality, 21, 867–882. https://doi.org/10.1080/13691058.2018.1521991
Stern, E., Willan, S., Gibbs, A., Myrttinen, H., Washington, L., Sikweyiya, Y., Addo-Lartey, A., Mastonshoeva, S., & Jewkes, R. (2020a). Pathways of change: Qualitative evaluations of intimate partner violence prevention programmes in Ghana, Rwanda, South Africa and Tajikistan. Culture, Health & Sexuality. https://doi.org/10.1080/13691058.2020.1801843
Stern, E., Heise, L., Dunkle, K., & Chatterji, S. (2020b). How the Indashyikirwa intimate partner violence prevention programme in Rwanda influenced parenting and violence against children. Journal of Family Violence. https://doi.org/10.1007/s10896-020-00216-7
Thomson, D. R., Bah, A. B., Rubanzana, W. G., & Mutesa, L. (2015). Correlates of intimate partner violence against women during a time of rapid social transition in Rwanda: Analysis of the 2005 and 2010 demographic and health surveys. BMC Women’s Health, 15, 96. https://doi.org/10.1186/s12905-015-0257-3
UN Women and Social Development Direct. (2020). Poverty reduced. RESPECT: Preventing violence against women strategy summary. Retrieved September 2, 2021, from https://www.unwomen.org/sites/default/files/Headquarters/Attachments/Sections/Library/Publications/2020/RESPECT-implementation-guide-Strategy-summary-Poverty-reduced-en.pdf
Vo, T., Superchi, C., Boutron, I., & Vansteelandt, S. (2020). The conduct and reporting of mediation analysis in recently published randomized controlled trials: Results from a methodological systematic review. Journal of Clinical Epidemiology, 117, 78–88. https://doi.org/10.1016/j.jclinepi.2019.10.001
Watts, C., Heise, L., Ellsberg, M., & Garcia-Moreno, C. (2001) Putting women’s safety first: Ethical and safety recommendations for research on domestic violence against women. Geneva: World Health Organization. Retrieved April 12, 2022, from https://www.who.int/publications/i/item/WHO-FCH-GWH-01.1
Wesson, P. D., Lippman, S. A., Neilands, T. B., Ahern, J., Kahn, K., & Pettifor, A. (2022). Evaluating the validity and reliability of the gender equitable men’s scale using a longitudinal cohort of adolescent girls and young women in South Africa. AIDS and Behavior, 26, 775–785. https://doi.org/10.1007/s10461-021-03436-0
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This study was supported by funding from an anonymous donor (no.5669; no.13720), the Dutch Ministry of Foreign Affairs (no.24935), and the John D. and Catherine T. MacArthur Foundation (#13–103720-000-INP). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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KD, SK, and EK participated in the development of the curriculum. SK and EK monitored the implementation of the intervention but did not have access to the data. KD, RL, and SK were involved in the supervision of data collection but did not directly collect any data.
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The study was performed in accordance with the ethical standards as laid down in the 1964 Declaration of Helsinki and its later amendments or comparable ethical standards. The study protocol was approved by the Rwanda National Health Research Committee (August 25, 2014, NHRC/2014/PROT/0193), the Rwanda National Ethics Committee (October 24, 2014, 346/RNEC/2014), and the Rwanda National Institute of Statistics (February 9, 2015, 0082/2015/NISR).
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Levtov, R.G., Doyle, K., Bingenheimer, J.B. et al. Improved Relationship Quality, Equitable Gender Attitudes, and Reduced Alcohol Abuse as Key Mechanisms to Reduce Intimate Partner Violence in the Bandebereho Couples’ Randomized Trial in Rwanda. Prev Sci 23, 1495–1506 (2022). https://doi.org/10.1007/s11121-022-01445-6
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DOI: https://doi.org/10.1007/s11121-022-01445-6