Abstract
The ‘Health Belief Model’ (HBM) identifies perception of HIV/AIDS risks, recognition of its seriousness, and knowledge about prevention as predictors of safer sexual activity. Using data from the Cape Area Panel Survey (CAPS) and hazard models, this study examines the impact of risk perception, considered the first step in HIV prevention, set within the context of the HBM and socio-economic, familial and school factors, on the timing of first sexual intercourse among youth aged 14–22 in Cape Town, South Africa. Of the HBM components, female youth who perceive their risk as ‘very small’ and males with higher knowledge, experience their sexual debut later than comparison groups, net of other influences. For both males and females socio-economic and familial factors also influence timing of sexual debut, confirming the need to consider the social embeddedness of this sexual behavior as well as the rational components of decision making when designing prevention programs.
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Notes
Wave 2 of CAPS was divided into waves 2A and 2B where sub-samples were followed. Using wave 2 would mean are not able to follow the whole sample. In addition, Wave 2 did not collect the same information as found in Wave 1. Thus, wave 2 was not useful for this study.
The fifth category, ‘undecided’, is made up of 66 respondents (5% of the sample) who reported they did not know about their risk perception. To avoid losing information, we retained a category of ‘undecided’ rather than treating them as missing.
We can use ordinal variables in LISREL and the package uses the polychoric correlations which are more appropriate for categorical ordinal variables.
AIC (Akaike Information Criterion), a statistic proposed by Akaike (1974) is used for judging the best fitting parametric model. AIC is defined as –2 (log likelihood) + 2 (k + c) where k is the number of model covariates and c is the number of the number of model-specific distributional parameters. According to Akaike (1974), the best fitting model is the one with the lowest AIC statistic.
Note that these variables are categorized only for the bivariate analysis. In the multivariate analysis they are analysed as continuous variables.
References
Abdi, A. A. (2001). Integrated education and black development in post-apartheid South Africa: critical analyses. Compare, 31, 229–244. doi:10.1080/03057920120053229.
Adogame, A. (2007). HIV/AIDS support and African Pentecostalism: The case of the Redeemed Christian Church of God (RCCG). Journal of Health Psychology, 12, 475–484. doi:10.1177/1359105307076234.
Agadjanian, V. (2005). Gender, religious involvement and HIV/AIDS prevention in Mozambique. Social Science and Medicine, 61, 1529–1539. doi:10.1016/j.socscimed.2005.03.012.
Akwara, A. P., Madise, J. N., & Hinde, A. (2003). Perception of risk of HIV/AIDS and sexual behavior in Kenya. Journal of Biosocial Science, 35, 385–411. doi:10.1017/S0021932003003857.
Amuyunzu-Nyamongo, M., Tendo-Wambua, L., Babishangire, N. J., Yitbarek, N., Matasha, M. and Omurwa, T. (1999). Resistances to behavioral change to reduce HIV/AIDS infections in predominantly heterosexual epidemics in third world countries. In Caldwell, J. et al. (Eds.) Health transition centre (pp. 1–11) The Australian National University.
Asiimwe-Okiror, G., Opio, A. A., Musinguzi, J., Madraa, E., Tembo, G., & Carael, M. (1997). Change in sexual behavior and decline in HIV infection among young pregnant women in urban Uganda. AIDS (London, England), 11, 1757–1763. doi:10.1097/00002030-199714000-00013.
Bankole, A., Singh, S., Woog, V., & Wulf, D. (2004). Risk and protection: Youth and HIV/AIDS in sub-Saharan. New York: The Alan Guttmacher Institute.
Bertrand, T. J., Bakutuvwidi, M., Hassig, E. S., Kinavwidi, N. L., Balowa, D., Mbadu, M., et al. (1995). AIDS-related knowledge, sexual behavior, and condom use among men and women in Kinshasa, Zaire. In B. R. Elizabeth (Ed.), AIDS: Readings on a global crisis. Massachusetts: Allyn and Bacon.
Blossfeld, H., & Gozt, R. (2002). Techniques of event history modeling: New approaches to causal analysis. Mahwah, NJ: Lawrence Erlbaum Associates.
Bongaarts, J. (2007). Late marriage and the HIV epidemic in sub-Saharan Africa. Population Studies, 61(1), 73–83. doi:10.1080/00324720601048343.
Bozick, R. (2006). Precocious behaviors in early adolescence: Employment and the transition to first sexual intercourse. The Journal of Early Adolescence, 26, 60–86. doi:10.1177/0272431605282654.
Brown, J. J., & Warne, G. L. (2006). Growth in precocious behavior. Indian Journal of Pediatrics, 73, 81–88. doi:10.1007/BF02758267.
Caldwell, C. J. (2000). Rethinking the African AIDS epidemic. Population and Development Review, 26, 117–135. doi:10.1111/j.1728-4457.2000.00117.x.
Christianson, M. (2006). What’s behind sexual risk-taking: Exploring the experiences of Chlamydia-positive, HIV-positive, HIV-tested young women and men in Sweden. Umea University, Sweden: Print and Media Publications.
Cleland, J., & Ferry, B. (1995). Sexual behaviour and AIDS in the developing world. London: Taylor and Francis.
Cooper, D., Hoffman, M., Carrara, H., Rosenberg, L., Kelly, J., Stander, I., et al. (2007). Determinants of sexual activity and its relation to cervical cancer risk among South African women. BMC Public Health, 7, 1471–2458. doi:10.1186/1471-2458-7-341.
Cornwell, K., & Inder, B. (2008). Language and labor markets in South Africa. Journal of African Economics, 3, 490–525.
Desgrees du Lou, A. (1999). Reproductive health and AIDS in sub-Saharan Africa. Problems and Prospects. Population. English Selection, 11, 61–87.
Ekundayo, O. J., Dodson-Stallworth, J., Roofe, M., Aban, I. C., Bachman, L. H., Kempf, M., et al. (2007). Initiation of heterosexual activity among adolescents in rural Jamaica: the influence of family factors. Journal of Education and Human Development, 1, 1934–7200.
Fergusson, D. M., & Woodward, L. J. (2000). Educational, psychosocial, and sexual outcomes of girls with conduct problems in early adolescence’. Journal of Child Psychology and Psychiatry and Allied Disciplines, 41, 779–792. doi:10.1017/S0021963099006083.
French, D. C., & Dishion, T. J. (2003). Predictors of early initiation of sexual intercourse among high-risk adolescents. The Journal of Early Adolescence, 23, 295–315. doi:10.1177/0272431603254171.
Garner, C. R. (2000). Safe sects? Dynamics religion and AIDS in South Africa. The Journal of Modern African Studies, 38, 41–69. doi:10.1017/S0022278X99003249.
Gregson, S., Zhuwau, T., Anderson, R. M., & Chandiwana, S. K. (1998). Is there evidence for behavior change in response to AIDS in rural Zimbabwe? Social Science and Medicine, 46, 321–330. doi:10.1016/S0277-9536(97)00165-2.
Hallman, K. (2004). Socio-economic disadvantage and unsafe sexual behaviours among young women and men in South Africa. Working paper no. 190. Policy Research Division, Population Council.
Hallman, K., & Grant, M. (2004). Poverty, educational attainment and livelihoods: How well do young people fare in KwaZulu-Natal, South Africa? Horizons Research Summary. Washington, DC: Population Council.
Harrison, A., Xaba, N., & Kunene, P. (2001). Understanding safe sex: Gender narratives of HIV and pregnancy prevention rural South African school-going youth. Reproductive Health Matters, 9, 63–71. doi:10.1016/S0968-8080(01)90009-6.
Hellerstedt, W. L., Peterson-Hickey, M., Rhodes, K. L., & Garwick, A. (2006). Environmental, social and personal correlates of having ever had sexual intercourse among American Indian youths. American Journal of Public Health, 96, 2228–2234.
Henderson, M., Butcher, I., Wight, D., Williamson, L., & Raab, G. (2008). What explains between-school differences in rates of sexual experience? BMC Public Health, 8, 1478–2458.
Hulton, L. A., Cullen, R., & Khalokho, S. W. (2000). Perceptions of the risks of sexual activity and their consequences among Ugandan adolescents. Studies in Family Planning, 31, 35–46. doi:10.1111/j.1728-4465.2000.00035.x.
James, S., Reddy, S. P., Taylor, M., & Jinabbai, C. C. (2004). Young people, HIV/AIDS/STIs and sexuality in South-Africa: the gap between awareness and behavior. Acta Paediatrica (Oslo, Norway), 93, 264–269. doi:10.1080/08035250310007925.
Kalunde, W. B. (1997). HIV/AIDS and sexual behavior among youth in Zambia. Health Transition Review, 3, 91–95.
Karim, Q. A., & Karim, S. A. (2002). The evolving HIV epidemic in South Africa. International Journal of Epidemiology, 31, 37–40. doi:10.1093/ije/31.1.37.
Kermyt, G., Anderson, A. M., & Maughan-Brown, B. (2007). HIV risk perceptions and first sexual intercourse among youth in Cape Town, South Africa. International Family Planning Perspectives, 33, 98–105.
Kingdon, G. G., & Knight, J. (2001). Unemployment in South Africa: The nature of the beast. Centre for the study of African Economics, University of Oxford. Working paper series (WPS/2001-15).
Lawless, J. F. (1982). Statistical models and methods for lifetime data. United States of America: Wiley.
Macintyre, K., Brown, L., & Sosler, S. (2001). It’s not what you know, but who you knew: Examining the relationship between behavior change and AIDS mortality in Africa. AIDS Education and Prevention, 13, 160–174. doi:10.1521/aeap.13.2.160.19736.
Macintyre, K., Rutenberg, N., Brown, L., & Karim, A. (2004). Understanding perceptions of HIV risk among adolescents in KwaZulu-Natal. AIDS and Behavior, 8, 237–250. doi:10.1023/B:AIBE.0000044072.71361.b3.
Maharaj, P. (2001). Male attitudes in family planning in the era of HIV/AIDS: Evidence from Kwazulu-Natal, South Africa. Journal of Southern African Studies, 27, 245–257. doi:10.1080/03057070120049958.
Markham, M. C., Tortolero, R. S., Escobar-Chaves, S. L., Parcel, S. G., Harrist, R., & Addy, C. R. (2003). Family connectedness and sexual risk-taking among urban youth attending alternative high schools. Perspectives on Sexual and Reproductive Health, 35, 174–179. doi:10.1363/3517403.
Maswanya, E. S., Moji, K., Horiguchi, I., Nagata, K., Aoyagi, K., Honda, S., et al. (1999). Knowledge, risk perception of AIDS and reported sexual behavior among students in secondary schools and colleges in Tanzania. Health Education Research, 14, 185–196. doi:10.1093/her/14.2.185.
Mathews, C., Aaro, L. E., Fisher, A. J., Mukoma, W., Wubs, A. G., & Schaalma, H. (2008). Predictors of early first sexual intercourse among adolescents in Cape Town, South Africa. Health Education Research, Advance Access Published January 17, 2008. doi:10.1093/her/cym079.
Mensch, B. S., Bruce, J., & Greene, M. E. (1998). The uncharted passage: Girls’ adolescence in the developing world. New York: Population Council.
Mensch, B. S., Grant, M. J., & Blanc, A. K. (2005). The changing context of sexual initiation in sub-Saharan Africa. Population Council Inc. Working Paper No. 206. ISSN: 1554–9538.
Miller, S. K., Forehand, R., & Kotchick, A. B. (1999). Adolescent sexual behavior in two ethnic minority samples: The role of family variables. Journal of Marriage and the Family, 61, 85–98. doi:10.2307/353885.
Mukoma, W., Kagee, A., Mathews, C., & Fisher, A. J. (2007). School-based interventions to postpone sexual intercourse and promote condom use among adolescents (Protocol). Cochrane Database of Systematic Reviews, Issue, 1, CD006417. doi:10.1002/14651858.CD006417.
Najjumba, M. I., Ntozi, J., Ahumbisibwe, F. E., Odwee, J., & Ayiga, Natal. (2005). Risk perception and condom use in Uganda. African Population Studies, 18, 67–80.
Ntozi, J. P. M., & Kirunga, C. T. (1997). HIV/AIDS, change in sexual behavior and community attitudes in Uganda. Health Transition Review, 7, 157–174.
Ntozi, J. P. M., Mulindwa, I. N., Ahimbisibwe, F., Ayiga, N., & Odwee, J. (2003). Has the HIV/AIDS epidemic changed the sexual behavior of high risk groups in Uganda? African Health Sciences, 3, 107–116.
Odu, O. O., Asekun-Olanimoye, E. O., Bamidele, J. O., Egbewale, B. E., Amusan, O. A., & Olowu, A. O. (2008). Knowledge, attitudes to HIV/AIDS and sexual behavior of students in a tertiary institution in south-western Nigeria. The European Journal of Contraception & Reproductive Health, 13, 90–96. doi:10.1080/13625180701617670.
Pettifor, A. E., Rees, H. V., Steffenson, A., Hlongwa-Madikizela, L., MacPhail, C., & Vermaak, K. (2004). HIV and sexual behavior among young South Africans: A national survey of 15–24 year olds. Johannesburg: Reproductive Health Unit and the University of Witwatersrand.
Plummer, M. I., Ross, D. A., Wight, D., Changalucha, J., Mshana, G., Wamoyi, J., et al. (2008). A bit more truthful: the validity of adolescent sexual behavior data collected in rural northern Tanzania using five methods. Sexually Transmitted Infections, 80, 49–56.
Population Council (2003). Adolescent behavior in the context of AIDS in South Africa. Population Brief, 9.
Prata, N., Morris, L., Mazive, E., Vahidnia, F., & Stehr, M. (2006). Relationship between HIV risk perception and condom use: Evidence from a population-based survey in Mozambique. International Family Planning Perspectives, 32, 192–200. doi:10.1363/3219206.
Ramirez-Valles, J., Zimmerman, M. A., & Juarez, L. (2002). Gender differences of neighbourhood and social control processes: A study of the timing of first sexual intercourse among low-achieving, urban, African American youth. Youth & Society, 33, 418–441. doi:10.1177/0044118X02033003004.
Rich, L. M., & Kim, S. (2002). Employment and the sexual reproductive behavior of female adolescents. Perspectives on Sexual and Reproductive Health, 34, 127–134. doi:10.2307/3097711.
Rosenstock, I. M. (1974). Historical origins of the Health Belief Model. Health Education Monograph, 2, 328–335.
Royston, P. (2001). The lognormal distribution as a model for survival time in cancer, with an emphasis on prognostic factors. Statistica Neerlandica, 55, 89–104. doi:10.1111/1467-9574.00158.
Skinner, C. S., Kreuter, M. W., Kobrin, S., & Strecher, V. J. (1998). Perceived and actual breast cancer risk: Optimistic and pessimistic biases. Journal of Health Psychology, 3, 181–193.
Slap, G. B., Lot, L., Huang, B., Daniyam, C. A., Zink, T. M., & Succop, T. A. (2003). Sexual behavior of adolescents in Nigeria: cross sectional survey of secondary school students. BMJ, 326, 15–18.
Tapert, S. F., Aarons, G. A., Sedlar, G. R., & Brown, S. A. (2001). Adolescent substance use and sexual risk taking behavior. The Journal of Adolescent Health, 28, 181–189. doi:10.1016/S1054-139X(00)00169-5.
Tenkorang, E. Y. (2004). Family structure and child outcomes: A longitudinal study of the sexual behavior of Canadian adolescents’. Master’s thesis. Population Studies Centre, University of Western Ontario.
Toroitich-Ruto, C. (1997). The determinants of teenage sexuality and their understanding of STD/HIV/AIDS in Kenya. African Population Studies, 12, 39–50.
Trinitapolis, J., & Regnerus, M. D. (2006). Religion and HIV risk behaviors among married men: Initial results from a study in rural sub-Saharan Africa. Journal for the Scientific Study of Religion, 45, 505–528. doi:10.1111/j.1468-5906.2006.00325.x.
Trussel, J. T., & Richards, T. (1985). Correcting for unmeasured heterogeneity in hazard models using the Heckman-Singer procedure. Sociological Methodology, 15, 242–276. doi:10.2307/270852.
UNESCO (1998). Handbook for educating on adolescent reproductive and sexual health. Printed in Thailand under UNFPA project RAS/96/P02.
United Nations Population Fund (1998). Understanding the adolescents and their reproductive and sexual health: Guide to better educational strategies. In Handbook for educating adolescent reproductive and sexual health. Bangkok, Thailand: A publication of the UNESCO Principal Regional Office for Asia and the Pacific (PROAP).
Upchurch, D. M., Levy-Storms, L., Sucoff, C. A., & Aneshensel, C. S. (1998). Gender and ethnic differences in the timing of first sexual intercourse. Family Planning Perspectives, 30, 121–127. doi:10.2307/2991625.
Varga, A. C. (2003). How gender influence sexual and reproductive health among South African adolescents. Studies in Family Planning, 34, 160–172. doi:10.1111/j.1728-4465.2003.00160.x.
Yamba, C. B. (1997). Cosmologies in Turmoil: Witchfinding and AIDS in Chiawa, Zambia. Journal of African International Institute, 67, 200–223. doi:10.2307/1161442.
Zaba, B., Pisani, E., Slaymaker, E., & Boerma, T. J. (2004). Age at first sex: understanding recent trends in African demographic surveys. Sexually Transmitted Infections, 80, 28–35. doi:10.1136/sti.2004.012674.
Zellner, S. L. (2003). Condom use and accuracy of AIDS knowledge in Cote’ D’Ivoire. International Family Planning Perspectives, 29, 41–47. doi:10.2307/3181000.
Zulu, M. E., Dodoo, F. N., & Chika-Ezeh, A. (2002). Sexual risk-taking in the slums of Nairobi, Kenya, 1993–98. Population Studies, 56, 311–323. doi:10.1080/00324720215933.
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Tenkorang, E.Y., Rajulton, F. & Maticka-Tyndale, E. Perceived Risks of HIV/AIDS and First Sexual Intercourse among Youth in Cape Town, South Africa. AIDS Behav 13, 234–245 (2009). https://doi.org/10.1007/s10461-008-9470-5
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DOI: https://doi.org/10.1007/s10461-008-9470-5