Abstract
Condom use is the most affordable method to prevent sexually transmitted infections (STIs). Anxiety, depression, and substance use have been used as covariates of condom use, but little is known about the possibility of synergistic effects. The objective of this study was to determine the synergist effect of depression, anxiety, and substance use in unsafe sex. Individuals receiving residential treatment for substance use were recruited in 21 centers in Mexico City. Data on substance use, depression (PHQ-9), anxiety (GAD-7), and condom use (number of unsafe sex occasions) was collected. Four Poisson regression models were adjusted to compare the additive or interactive effect of these variables. We found that model 2 (anxiety and depression interactive model) showed a better fit when compared with its additive-only counterpart (model 1), χ2[1] = 29.538, p < .001; model 4 (anxiety, depression, and substance use interactive model) had a better fit that model 3 (anxiety, depression, and substance use additive model), χ2[1] = 23.479, p < .001. Models with interactive terms produced better predictions of condom use. Only depression symptoms displayed a synergistic effect with substance use. These findings may be the result of unique components of the symptoms, and they stress the importance of including interactive terms when testing the associations or the effects of mental health variables in health outcomes, particularly in condom use.
Similar content being viewed by others
Data Availability
Data is available on request to the corresponding author.
References
Adan, A., Marquez-Arrico, J. E., & Gilchrist, G. (2017). Comparison of health-related quality of life among men with different co-existing severe mental disorders in treatment for substance use. Health and Quality of Life Outcomes, 15(1), 209. https://doi.org/10.1186/s12955-017-0781-y.
Arroll, B., Goodyear-Smith, F., Crengle, S., Gunn, J., Kerse, N., Fishman, T., Falloon, K., & Hatcher, S. (2010). Validation of PHQ-2 and PHQ-9 to screen for major depression in the primary care population. Annals of Family Medicine, 8(4), 348–353. https://doi.org/10.1370/afm.1139.
Ashrafioun, L., Zerbo, K. R. A., Bishop, T. M., & Britton, P. C. (2019). Opioid use disorders, psychiatric comorbidities, and risk for suicide attempts among veterans seeking pain care. Psychological Medicine, 1–6. https://doi.org/10.1017/S0033291719002307.
Castro Silva, E., Benjet, C., Juárez García, F., Jurado Cárdenas, S., Lucio Gómez-Maqueo, M. E., Valencia Cruz, A., et al. (2017). Non-suicidal self-injuries in a sample of Mexican university students. Salud Mental, 40(5), 191–200. https://doi.org/10.17711/SM.0185-3325.2017.025.
Copersino, M. L., Fals-Stewart, W., Fitzmaurice, G., Schretlen, D. J., Sokoloff, J., & Weiss, R. D. (2009). Rapid cognitive screening of patients with substance use disorders. Experimental and Clinical Psychopharmacology, 17(5), 337–344. https://doi.org/10.1037/a0017260.
Crosby, R. A., Charnigo, R. A., Weathers, C., Caliendo, A. M., & Shrier, L. A. (2012). Condom effectiveness against non-viral sexually transmitted infections: a prospective study using electronic daily diaries. Sexually Transmitted Infections, 88(7), 484–489. https://doi.org/10.1136/sextrans-2012-050618.
Donlan, W., & Lee, J. (2010). Screening for depression among indigenous Mexican migrant farmworkers using the Patient Health Questionnaire–9. Psychological Reports, 106(2), 419–432. https://doi.org/10.2466/pr0.106.2.419-432.
Familiar, I., Ortiz-Panozo, E., Hall, B., Vieitez, I., Romieu, I., Lopez-Ridaura, R., & Lajous, M. (2015). Factor structure of the Spanish version of the Patient Health Questionnaire-9 in Mexican women. International Journal of Methods in Psychiatric Research, 24(1), 74–82. https://doi.org/10.1002/mpr.1461.
Farrington, E. M., Bell, D. C., & DiBacco, A. E. (2016). Reasons people give for using (or not using) condoms. AIDS and Behavior, 20(12), 2850–2862. https://doi.org/10.1007/s10461-016-1352-7.
First, M. B. (2005). Mutually exclusive versus co-occurring diagnostic categories: the challenge of diagnostic comorbidity. Psychopathology, 38(4), 206–210. https://doi.org/10.1159/000086093.
Fonner, V. A., Kennedy, C. E., O’Reilly, K. R., & Sweat, M. D. (2014). Systematic assessment of condom use measurement in evaluation of HIV prevention interventions: need for standardization of measures. AIDS and Behavior, 18(12), 2374–2386. https://doi.org/10.1007/s10461-013-0655-1.
García-Campayo, J., Zamorano, E., Ruiz, M. A., Pardo, A., Pérez-Páramo, M., López-Gómez, V., et al. (2010). Cultural adaptation into Spanish of the Generalized Anxiety Disorder-7 (GAD-7) scale as a screening tool. Health and Quality of Life Outcomes, 8. https://doi.org/10.1186/1477-7525-8-8.
Gilchrist, G., Blazquez, A., & Torrens, M. (2011). Psychiatric, behavioural and social risk factors for HIV infection among female drug users. AIDS and Behavior, 15(8), 1834–1843. https://doi.org/10.1007/s10461-011-9991-1.
Gómez, F., Barrientos, J., & Cárdenas, M. (2017). Relation between HIV status, risky sexual behavior, and mental health in an MSM sample from three Chilean cities. Revista Panamericana de Salud Publica = Pan American Journal of Public Health, 41, e4 Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/28444004.
Hartwell, S., Deng, X., Fisher, W., Siegfriedt, J., Roy-Bujnowski, K., Johnson, C., & Fulwiler, C. (2013). Predictors of accessing substance abuse services among individuals with mental disorders released from correctional custody. Journal of Dual Diagnosis, 9(1), 11–22. https://doi.org/10.1080/15504263.2012.749449.
Hastie, T. J., & Pregibon, D. (1992). Generalized linear models. In J. M. Chambers & T. J. Hastie (Eds.), Statistical models in S (1st ed.). Pacific Grove, California: Wadsworth & Brooks/Cole.
Helmchen, H., & Linden, M. (2000). Subthreshold disorders in psychiatry: clinical reality, methodological artifact, and the double-threshold problem. Comprehensive Psychiatry, 41(2), 1–7. https://doi.org/10.1016/S0010-440X(00)80001-2.
Hill, L. M., Gottfredson, N. C., Kajula, L. J., Pence, B. W., Go, V. F., Moody, J., & Maman, S. (2017). Changes in anxiety and depression symptoms predict sexual risk behaviors among young men living in Dar es Salaam, Tanzania. AIDS and Behavior, 22, 1–11. https://doi.org/10.1007/s10461-017-1991-3.
Hill, L. M., Moody, J., Gottfredson, N. C., Kajula, L. J., Pence, B. W., Go, V. F., & Maman, S. (2018). Peer norms moderate the association between mental health and sexual risk behaviors among young men living in Dar es Salaam, Tanzania. Social Science and Medicine, 196, 77–85. https://doi.org/10.1016/j.socscimed.2017.10.030.
Kessler, R. C. (2004). The epidemiology of dual diagnosis. Biological Psychiatry, 56, 730–737. https://doi.org/10.1016/j.biopsych.2004.06.034.
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (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.
Li, D., Li, C., Wang, Z., & Lau, J. T. F. (2015). Prevalence and associated factors of unprotected anal intercourse with regular male sex partners among HIV negative men who have sex with men in China: a cross-sectional survey. PLoS One, 10(3), e0119977. https://doi.org/10.1371/journal.pone.0119977.
Maner, J. K., Richey, J. A., Cromer, K., Mallott, M., Lejuez, C. W., Joiner, T. E., & Schmidt, N. B. (2007). Dispositional anxiety and risk-avoidant decision-making. Personality and Individual Differences, 42(4), 665–675. https://doi.org/10.1016/j.paid.2006.08.016.
Marín-Navarrete, R., Magis-Rodríguez, C., Villalobos-Gallegos, L., Villafuerte-García, A., Pérez-López, A., Ruiz-Herrera, K., & Medina-Mora, M. E (2019). Development an evidence-based model of rapid testing, and referral patients with HIV, HVC and other STDs in Mexican addiction treatment centers. Salud Mental, 42, 191–201. https://doi.org/10.17711/SM.0185-3325.2019.025.
Marín-Navarrete, R., Medina-Mora, M. E., Horigian, V. E., Salloum, I. M., Villalobos-Gallegos, L., & Fernández-Mondragón, J. (2016). Co-occurring disorders: a challenge for Mexican community-based residential care facilities for substance use. Journal of Dual Diagnosis, 12(3–4), 261–270. https://doi.org/10.1080/15504263.2016.1220207.
Meade, C. S. (2006). Sexual risk behavior among persons dually diagnosed with severe mental illness and substance use disorder. Journal of Substance Abuse Treatment, 30(2), 147–157. https://doi.org/10.1016/j.jsat.2005.11.005.
Meade, C. S., & Sikkema, K. J. (2005). HIV risk behavior among adults with severe mental illness: a systematic review. Clinical Psychology Review, 25(4), 433–457. https://doi.org/10.1016/J.CPR.2005.02.001.
Mehta, C. M., Sunner, L. E., Head, S., Crosby, R., & Shrier, L. A. (2011). “Sex isn’t something you do with someone you don’t care about”: young women’s definitions of sex. Journal of Pediatric and Adolescent Gynecology, 24(5), 266–271. https://doi.org/10.1016/J.JPAG.2011.03.003.
Mestre-Pintó, J. I., Domingo-Salvany, A., Martín-Santos, R., & Torrens, M. (2014). Dual diagnosis screening interview to identify psychiatric comorbidity in substance users: development and validation of a brief instrument. European Addiction Research, 20(1), 41–48. https://doi.org/10.1159/000351519.
Mineka, S., Watson, D., & Clark, L. A. (1998). Comorbidity of anxiety and unipolar mood disorders. Annual Review of Psychology, 49(1), 377–412. https://doi.org/10.1146/annurev.psych.49.1.377.
Newville, H., Berg, K. M., & Gonzalez, J. S. (2015). The interaction of active substance use, depression, and antiretroviral adherence in methadone maintenance. International Journal of Behavioral Medicine, 22(2), 214–222. https://doi.org/10.1007/s12529-014-9429-z.
Noar, S. M., Cole, C., & Carlyle, K. (2006). Condom use measurement in 56 studies of sexual risk behavior: review and recommendations. Archives of Sexual Behavior, 35(3), 327–345. https://doi.org/10.1007/s10508-006-9028-4.
Nock, M. K., Hwang, I., Sampson, N. A., & Kessler, R. C. (2010). Mental disorders, comorbidity and suicidal behavior: results from the national comorbidity survey replication. Molecular Psychiatry, 15(8), 868–876. https://doi.org/10.1038/mp.2009.29.
Palomo, J. L., Arias, F., Szerman, N., Vega, P., Basurte, I., & Mesías, B. (2017). Dual disorders in individuals under treatment for both alcohol and cocaine: Madrid study on the prevalence of dual disorders. Salud Mental, 40(6), 257–264. https://doi.org/10.17711/SM.0185-3325.2017.033.
Reséndiz Escobar, E., Bustos Gamino, M. N., Mujica Salazar, R., Soto Hernández, I. S., Cañas Martínez, V., Fleiz Bautista, C., et al. (2018). National trends in alcohol consumption in Mexico: results of the National Survey on Drug, Alcohol and Tobacco Consumption 2016-2017. Salud Mental, 41(1), 7–16. https://doi.org/10.17711/SM.0185-3325.2018.003.
Safer, D. J., Rajakannan, T., Burcu, M., & Zito, J. M. (2015). Trends in subthreshold psychiatric diagnoses for youth in community treatment. JAMA Psychiatry, 72(1), 75–83. https://doi.org/10.1001/jamapsychiatry.2014.1746.
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006). A brief measure for assessing generalized anxiety disorder: the GAD-7. Archives of Internal Medicine, 166(10), 1092–1097. https://doi.org/10.1001/archinte.166.10.1092.
Sullivan, M. D. (2018). Depression effects on long-term prescription opioid use, abuse, and addiction. Clinical Journal of Pain. Lippincott Williams and Wilkins., 1. https://doi.org/10.1097/AJP.0000000000000603.
Toledo-Fernández, A., Marín-Navarrete, R., Villalobos-Gallegos, L., Salvador-Cruz, J., Benjet, C., & Roncero, C. (2019). Testing whether cognitive reserve as measured by self-rating of stimulating activities moderates the association of polysubstance use and neurocognitive disorder. Cognitive Neuropsychiatry, 24(6), 421–433. https://doi.org/10.1080/13546805.2019.1670631.
Trivedi, M. H., Greer, T. L., Potter, J. S., Grannemann, B. D., Nunes, E. V., Rethorst, C., Warden, D., Ring, K. M., & Somoza, E. (2011). Determining the primary endpoint for a stimulant abuse trial: lessons learned from STRIDE (CTN 0037). American Journal of Drug and Alcohol Abuse, 37(5), 339–349. https://doi.org/10.3109/00952990.2011.598589.
Villalobos-Gallegos, L., Medina-Mora, M. E., Benjet, C., Ruiz-Velasco, S., Magis-Rodriguez, C., & Marín-Navarrete, R. (2019). Multidimensional patterns of sexual risk behavior and psychiatric disorders in men with substance use disorders. Archives of Sexual Behavior, 48(2), 599–607. https://doi.org/10.1007/s10508-018-1227-2.
Wade, R., Harper, G. W., & Bauermeister, J. A. (2018). Psychosocial functioning and decisional balance to use condoms in a racially/ethnically diverse sample of young gay/bisexual men who have sex with men. Archives of Sexual Behavior, 47(1), 195–204. https://doi.org/10.1007/s10508-016-0912-2.
Watson, D. (2009). Differentiating the mood and anxiety disorders: a quadripartite model. Annual Review of Clinical Psychology, 5(1), 221–247. https://doi.org/10.1146/annurev.clinpsy.032408.153510.
Wulsin, L., Somoza, E., & Heck, J. (2002). The feasibility of using the Spanish PHQ-9 to screen for depression in primary care in Honduras. Primary Care Companion to the Journal of Clinical Psychiatry, 4(5), 191–195. https://doi.org/10.4088/PCC.v04n0504.
Acknowledgments
A special acknowledgment to Angel Alvarez-Roman for its contribution in the fieldwork.
Funding
This study was funded by the Sectoral Fund for Research in Health and Social Security (FOSISS) project number 262500 awarded to RMN. During this study, LVG received funding from the National Council of Science and Technology (CONACYT) through a doctoral grant no. 383294.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interests
The authors declare that they have no conflict of interest.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Villalobos-Gallegos, L., Medina-Mora, M.E., Marín-Navarrete, R. et al. Testing the Synergistic Effects of Depression, Anxiety, and Substance Use in Unsafe Sex: a Cross-sectional Study. Int J Ment Health Addiction 19, 1951–1962 (2021). https://doi.org/10.1007/s11469-020-00291-3
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11469-020-00291-3