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Published in: AIDS and Behavior 2/2009

01-04-2009 | Original Paper

The Relationship-Oriented Information-Motivation-Behavioral Skills Model: A Multilevel Structural Equation Model among Dyads

Authors: Jennifer Jill Harman, K. Rivet Amico

Published in: AIDS and Behavior | Issue 2/2009

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Abstract

Transmission rates of HIV infection have increased steadily among heterosexual adults, however current theoretical models have not been tested statistically at the dyadic level in which risk behaviors occur. The purpose of the current study was to test an Information-Motivation-Behavioral skills (IMB) model of HIV risk behavior (IMB) specifically articulated for heterosexual couples in established relationships using data from both members of 75 dyads. The multilevel relationship-oriented information-motivation-behavioral skills (RELO-IMB) model was evaluated at the individual and dyadic level of analysis to examine partner differences on core variables. Results indicated that not only did the RELO-IMB model provide a good fit to the data when analyzed at the dyadic level, but that the structural relations among the core variables were quite different between the individual- and dyadic-level models. This is the first theoretical model of HIV risk behavior to be analyzed at the dyadic level, and the results suggest ways to effectively design intervention strategies for individuals in intimate relationships.
Literature
go back to reference Albarracín, D., Johnson, B. T., Fishbein, M., & Muellerleile, P. A. (2001). Theories of reasoned action and planned behavior as models of condom use: A meta-analysis. Psychological Bulletin, 127, 142–161.PubMedCrossRef Albarracín, D., Johnson, B. T., Fishbein, M., & Muellerleile, P. A. (2001). Theories of reasoned action and planned behavior as models of condom use: A meta-analysis. Psychological Bulletin, 127, 142–161.PubMedCrossRef
go back to reference Appleby, P. R., Miller, L. C., & Rothspan, S. (1999). The paradox of trust for male couples: When risking is part of loving. Personal Relationships, 6, 81–93.CrossRef Appleby, P. R., Miller, L. C., & Rothspan, S. (1999). The paradox of trust for male couples: When risking is part of loving. Personal Relationships, 6, 81–93.CrossRef
go back to reference Asparouhov, T., & Muthén, B. (2006). Constructing covariates in multilevel regression. White paper by Mplus programmers, request by e-mailing Mplus tech support:support@statmodel.com. Asparouhov, T., & Muthén, B. (2006). Constructing covariates in multilevel regression. White paper by Mplus programmers, request by e-mailing Mplus tech support:support@statmodel.com.
go back to reference Becker, S. (1996). Couples and reproductive health: A review of couple studies. Studies in Family Planning, 27, 291–306.PubMedCrossRef Becker, S. (1996). Couples and reproductive health: A review of couple studies. Studies in Family Planning, 27, 291–306.PubMedCrossRef
go back to reference Best, S. J., Krueger, B., Hubbard, C., & Smith, A. (2001). An assessment of the generalizability of internet surveys. Social Science Computer Review, 19, 131–145.CrossRef Best, S. J., Krueger, B., Hubbard, C., & Smith, A. (2001). An assessment of the generalizability of internet surveys. Social Science Computer Review, 19, 131–145.CrossRef
go back to reference Bowen, A. M., Williams, M., McCoy, H. V., & McCoy, C. B. (2001). Crack smokers’ intention to use condoms with loved partners: Intervention development using the theory of reasoned action, condom beliefs, and processes of change. AIDS Care, 13, 579–594.PubMedCrossRef Bowen, A. M., Williams, M., McCoy, H. V., & McCoy, C. B. (2001). Crack smokers’ intention to use condoms with loved partners: Intervention development using the theory of reasoned action, condom beliefs, and processes of change. AIDS Care, 13, 579–594.PubMedCrossRef
go back to reference Bryan, A. D., Fisher, J. D., Fisher, W. A., & Murray, D. M. (2000). Understanding condom use among heroin addicts in methadone maintenance using the information-motivation-behavioral skills model. Substance Use and Misuse, 35, 451–471.PubMedCrossRef Bryan, A. D., Fisher, J. D., Fisher, W. A., & Murray, D. M. (2000). Understanding condom use among heroin addicts in methadone maintenance using the information-motivation-behavioral skills model. Substance Use and Misuse, 35, 451–471.PubMedCrossRef
go back to reference Buchanan, T., & Smith, J. L. (1999). Using the Internet for psychological research: Personality testing on the World Wide Web. British Journal of Psychology, 90, 125–144.PubMedCrossRef Buchanan, T., & Smith, J. L. (1999). Using the Internet for psychological research: Personality testing on the World Wide Web. British Journal of Psychology, 90, 125–144.PubMedCrossRef
go back to reference Crowell, T. L. (2004). Seropositive individuals willingness to communicate, self-efficacy, and assertiveness prior to HIV infection. Journal of Health Communication, 9, 395–424.PubMedCrossRef Crowell, T. L. (2004). Seropositive individuals willingness to communicate, self-efficacy, and assertiveness prior to HIV infection. Journal of Health Communication, 9, 395–424.PubMedCrossRef
go back to reference Dagne, G. A., Howe, G. W., Brown, C. H., & Muthén, B. O. (2002). Hierarchical modeling of sequential behavioral data: An empirical Bayesian approach. Psychological Methods, 7, 262–280.PubMedCrossRef Dagne, G. A., Howe, G. W., Brown, C. H., & Muthén, B. O. (2002). Hierarchical modeling of sequential behavioral data: An empirical Bayesian approach. Psychological Methods, 7, 262–280.PubMedCrossRef
go back to reference Exner, T. M., Seal, D. W., & Ehrhardt, A. A. (1997). A review of HIV interventions for at-risk women. AIDS and Behavior, 1, 93–124.CrossRef Exner, T. M., Seal, D. W., & Ehrhardt, A. A. (1997). A review of HIV interventions for at-risk women. AIDS and Behavior, 1, 93–124.CrossRef
go back to reference Fishbein, M., & Ajzen, I. (1975). Beliefs, attitudes, intentions, and behavior: An introduction to theory and research. Reading, MA: Addison-Wesley. Fishbein, M., & Ajzen, I. (1975). Beliefs, attitudes, intentions, and behavior: An introduction to theory and research. Reading, MA: Addison-Wesley.
go back to reference Fisher, J. D., & Fisher, W. A. (1992). Changing AIDS-risk behavior. Psychological Bulletin, 111, 455–474.PubMedCrossRef Fisher, J. D., & Fisher, W. A. (1992). Changing AIDS-risk behavior. Psychological Bulletin, 111, 455–474.PubMedCrossRef
go back to reference Fisher, W. A., Fisher, J. D., & Harman, J. (2003). The information-motivation-behavioral skills model as a general model of health behavior change. In J. Suls, & K. Wallston (Eds.), Social psychological foundations of health (pp. 82–106). London: Blackwell Publishing. Fisher, W. A., Fisher, J. D., & Harman, J. (2003). The information-motivation-behavioral skills model as a general model of health behavior change. In J. Suls, & K. Wallston (Eds.), Social psychological foundations of health (pp. 82–106). London: Blackwell Publishing.
go back to reference Hammer, J. C., Fisher, J. D., Fitzgerald, P., & Fisher, W. A. (1996). When two heads aren’t better than one: AIDS risk behavior in college-age couples. Journal of Applied Social Psychology, 26, 375–397.CrossRef Hammer, J. C., Fisher, J. D., Fitzgerald, P., & Fisher, W. A. (1996). When two heads aren’t better than one: AIDS risk behavior in college-age couples. Journal of Applied Social Psychology, 26, 375–397.CrossRef
go back to reference Härnqvist, K., Gustafsson, J., Muthén, B. O., & Nelson, G. (1994). Hierarchical models of ability at individual and class levels. Intelligence, 18, 165–187.CrossRef Härnqvist, K., Gustafsson, J., Muthén, B. O., & Nelson, G. (1994). Hierarchical models of ability at individual and class levels. Intelligence, 18, 165–187.CrossRef
go back to reference Hox, J. J. (2002). Multilevel analysis: Techniques and applications. Mahwah, NJ: Lawrence Erlbaum Associates. Hox, J. J. (2002). Multilevel analysis: Techniques and applications. Mahwah, NJ: Lawrence Erlbaum Associates.
go back to reference Hox, J. J., & Kreft, I. G. G. (1994). Multilevel analysis methods. Sociological Methods and Research, 22, 283–299.CrossRef Hox, J. J., & Kreft, I. G. G. (1994). Multilevel analysis methods. Sociological Methods and Research, 22, 283–299.CrossRef
go back to reference Jeffery, R. W. (1989). Risk behaviors and health: Contrasting individual and population perspectives. American Psychologist, 44, 1194–1202.PubMedCrossRef Jeffery, R. W. (1989). Risk behaviors and health: Contrasting individual and population perspectives. American Psychologist, 44, 1194–1202.PubMedCrossRef
go back to reference Kenny, D. A. (1995). Dyadic design and analysis issues in dyadic research. Review of Personality and Social Psychology, 11, 1164–1184. Kenny, D. A. (1995). Dyadic design and analysis issues in dyadic research. Review of Personality and Social Psychology, 11, 1164–1184.
go back to reference Kenny, D. A., Kashy, D. A., & Cook, W. L. (2006). Dyadic data analysis. New York: The Guilford Press. Kenny, D. A., Kashy, D. A., & Cook, W. L. (2006). Dyadic data analysis. New York: The Guilford Press.
go back to reference Laursen, B. (2005). Dyadic and group perspectives on close relationships. International Journal of Behavioral Development, 29, 97–100.CrossRef Laursen, B. (2005). Dyadic and group perspectives on close relationships. International Journal of Behavioral Development, 29, 97–100.CrossRef
go back to reference Mays, V. M., & Cochran, S. D. (1993). Ethnic and gender differences in beliefs about sex partner questioning to reduce HIV risk. Journal of Adolescent Research, 8, 77–88.CrossRef Mays, V. M., & Cochran, S. D. (1993). Ethnic and gender differences in beliefs about sex partner questioning to reduce HIV risk. Journal of Adolescent Research, 8, 77–88.CrossRef
go back to reference Misovich, S. J., Fisher, J. D., & Fisher, W. A. (1997). Close relationships and elevated HIV risk behavior: Evidence and possible underlying psychological processes. Review of General Psychology, 1, 72–107.CrossRef Misovich, S. J., Fisher, J. D., & Fisher, W. A. (1997). Close relationships and elevated HIV risk behavior: Evidence and possible underlying psychological processes. Review of General Psychology, 1, 72–107.CrossRef
go back to reference Misovich, S. J., Fisher, W. A., & Fisher, J. D. (1998). A measure of AIDS prevention information, motivation, and behavioral skills and behavior. In C. M. Davis, W. L. Yarber, R. Bauserman, G. Schreer, S. L. Davis (Eds.), Handbook of sexuality-related measures (pp. 328–337). Thousand Oaks, CA: Sage Publications. Misovich, S. J., Fisher, W. A., & Fisher, J. D. (1998). A measure of AIDS prevention information, motivation, and behavioral skills and behavior. In C. M. Davis, W. L. Yarber, R. Bauserman, G. Schreer, S. L. Davis (Eds.), Handbook of sexuality-related measures (pp. 328–337). Thousand Oaks, CA: Sage Publications.
go back to reference Misovich, S. J., Martinez, T., Fisher, J. D., Bryan, A., & Capatano, N. (2003). Predicting breast self-examination: A test of the information-motivation-behavioral skills model. Journal of Applied Social Psychology, 33, 775–790.CrossRef Misovich, S. J., Martinez, T., Fisher, J. D., Bryan, A., & Capatano, N. (2003). Predicting breast self-examination: A test of the information-motivation-behavioral skills model. Journal of Applied Social Psychology, 33, 775–790.CrossRef
go back to reference Morrison-Beedy, D., Carey, M. P., & Lewis, P. (2002). Modeling condom-se stage of change in low-income, single urban women. Research in Nursing and Health, 25, 122–134.PubMedCrossRef Morrison-Beedy, D., Carey, M. P., & Lewis, P. (2002). Modeling condom-se stage of change in low-income, single urban women. Research in Nursing and Health, 25, 122–134.PubMedCrossRef
go back to reference Muthén, B. O. (1989). Latent variable modeling in heterogeneous populations. Psychometrika, 54, 557–585.CrossRef Muthén, B. O. (1989). Latent variable modeling in heterogeneous populations. Psychometrika, 54, 557–585.CrossRef
go back to reference Muthén, B. O. (1994). Multilevel covariance structure analysis. Sociological Methods and Research, 22, 376–398.CrossRef Muthén, B. O. (1994). Multilevel covariance structure analysis. Sociological Methods and Research, 22, 376–398.CrossRef
go back to reference Muthén, B. O., & Muthén, L. K. (2004). MPlus (Version 3.12) [Computer software]. Los Angeles, CA: Muthén & Muthén. Muthén, B. O., & Muthén, L. K. (2004). MPlus (Version 3.12) [Computer software]. Los Angeles, CA: Muthén & Muthén.
go back to reference Newsom, J. T. (2002). A multilevel structural equation model for dyadic data. Structural Equation Modeling, 9, 431–447.CrossRef Newsom, J. T. (2002). A multilevel structural equation model for dyadic data. Structural Equation Modeling, 9, 431–447.CrossRef
go back to reference Noar, S. M., Zimmerman, R. S., & Atwood, K. A. (2004). Safer sex and sexually transmitted infections from a relationship perspective. In J. Harvey, A. Wenzel, & S. Sprecher (Eds.), Handbook of sexuality in close relationships. Mahwah, NJ: Lawrence Erlbaum. Noar, S. M., Zimmerman, R. S., & Atwood, K. A. (2004). Safer sex and sexually transmitted infections from a relationship perspective. In J. Harvey, A. Wenzel, & S. Sprecher (Eds.), Handbook of sexuality in close relationships. Mahwah, NJ: Lawrence Erlbaum.
go back to reference Reips, U. D. (2000). The web experiment method: Advantages, disadvantages, and solutions. In: M. Birnbaum (Ed.), Psychological experiments on the Internet (pp. 89–117). London: Academic Press.CrossRef Reips, U. D. (2000). The web experiment method: Advantages, disadvantages, and solutions. In: M. Birnbaum (Ed.), Psychological experiments on the Internet (pp. 89–117). London: Academic Press.CrossRef
go back to reference Skurnick, J. H., Abrams, J., Kennedy, C. A., Valentine, S. N., & Cordell, J. R. (1998). Maintenance of safe sex behavior by HIV-serodiscordant heterosexual couples. AIDS Education and Prevention, 10, 493–505.PubMed Skurnick, J. H., Abrams, J., Kennedy, C. A., Valentine, S. N., & Cordell, J. R. (1998). Maintenance of safe sex behavior by HIV-serodiscordant heterosexual couples. AIDS Education and Prevention, 10, 493–505.PubMed
go back to reference Stein, J. A., Nyamathi, A., Ullman, J. B., & Bentler, P. M. (2007). Impact of marriage on HIV risk behaviors among impoverished, at-risk couples: A multilevel latent variable approach. AIDS & Behavior, 11, 87–98.CrossRef Stein, J. A., Nyamathi, A., Ullman, J. B., & Bentler, P. M. (2007). Impact of marriage on HIV risk behaviors among impoverished, at-risk couples: A multilevel latent variable approach. AIDS & Behavior, 11, 87–98.CrossRef
go back to reference UNAIDS (2004). AIDS epidemic update: December, 2004. (NLM Classification: WC 503.41). Geneva, Switzerland: Joint United Nations Program on HIV/AIDS (2004) at World Health Organization. UNAIDS (2004). AIDS epidemic update: December, 2004. (NLM Classification: WC 503.41). Geneva, Switzerland: Joint United Nations Program on HIV/AIDS (2004) at World Health Organization.
go back to reference Williams, M., Bowen, A., Elwood, W., McCoy, H. V., Freeman, R., Weatherby, N., & Pierce, T. (2000). Determinants of condom use among African Americans who smoke crack cocaine. Culture, Health and Sexuality, 2, 15–32.CrossRef Williams, M., Bowen, A., Elwood, W., McCoy, H. V., Freeman, R., Weatherby, N., & Pierce, T. (2000). Determinants of condom use among African Americans who smoke crack cocaine. Culture, Health and Sexuality, 2, 15–32.CrossRef
go back to reference Wyatt, G. E., Tucker, H. A., Loeb, T. B., Solis, B. M., & Mitchell-Kernan, C. (1997). Adapting a comprehensive approach to African American women’s sexual risk taking. Journal of Health Education, 28, 52–60. Wyatt, G. E., Tucker, H. A., Loeb, T. B., Solis, B. M., & Mitchell-Kernan, C. (1997). Adapting a comprehensive approach to African American women’s sexual risk taking. Journal of Health Education, 28, 52–60.
Metadata
Title
The Relationship-Oriented Information-Motivation-Behavioral Skills Model: A Multilevel Structural Equation Model among Dyads
Authors
Jennifer Jill Harman
K. Rivet Amico
Publication date
01-04-2009
Publisher
Springer US
Published in
AIDS and Behavior / Issue 2/2009
Print ISSN: 1090-7165
Electronic ISSN: 1573-3254
DOI
https://doi.org/10.1007/s10461-007-9350-4

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