Skip to main content
Top
Published in: Prevention Science 1/2009

01-03-2009

Accuracy of the Stages of Change Algorithm: Sexual Risk Reported in the Maintenance Stage of Change

Authors: Rebecca A. Ferrer, K. Rivet Amico, Angela Bryan, William A. Fisher, Deborah H. Cornman, Susan M. Kiene, Jeffrey D. Fisher

Published in: Prevention Science | Issue 1/2009

Login to get access

Abstract

The Transtheoretical Model (TTM), which asserts that health behavior change progresses in stages, is often used to explore health risk behaviors and to target and evaluate health promotion interventions. A four-question staging algorithm is often used to measure an individual’s health behavior stage of change (SOC), but its accuracy or appropriateness for tailoring interventions or evaluating outcomes has not been established. The current study utilized data from three studies on HIV sexual risk behavior to compare SOC to reports of sexual risk on more detailed risk assessments, measured concurrently. Within each data set, detailed behavioral risk assessments were compared with SOC, with specific emphasis on maintenance staging, to evaluate the correspondence between SOC and reported behavior. Those classified in the maintenance SOC for condom use should, by definition, report no sexual risk events over the matched time period. Across all three studies, 18% of those classified in the maintenance SOC for condom use reported one or more sexual risk behaviors during the matched time period. Because the SOC algorithm is frequently used in intervention design, targeting, and evaluation, the potential for mis-categorization in the most advanced stage of maintenance raises concerns. Results suggest that intervention inclusion or evaluation strategies that use the maintenance stage as a primary outcome should be further qualified by behavioral data.
Literature
go back to reference Baker, A., Lee, N. K., Claire, M., Lewin, T. J., Grant, T., Pohlman, S., et al. (2004). Brief cognitive behavioural interventions for regular amphetamine users: A step in the right direction. Addiction (Abingdon, England), 100, 367–378. doi:10.1111/j.1360-0443.2005.01002.x. Baker, A., Lee, N. K., Claire, M., Lewin, T. J., Grant, T., Pohlman, S., et al. (2004). Brief cognitive behavioural interventions for regular amphetamine users: A step in the right direction. Addiction (Abingdon, England), 100, 367–378. doi:10.​1111/​j.​1360-0443.​2005.​01002.​x.
go back to reference Banikarim, C., Chacko, M. R., Weimann, C. M., & Smith, P. (2003). Gonorrhea and chlamydia screening among young women: Stage of change, decisional balance, and self-efficacy. The Journal of Adolescent Health, 32, 288–295. doi:10.1016/S1054-139X(02)00706-1.PubMedCrossRef Banikarim, C., Chacko, M. R., Weimann, C. M., & Smith, P. (2003). Gonorrhea and chlamydia screening among young women: Stage of change, decisional balance, and self-efficacy. The Journal of Adolescent Health, 32, 288–295. doi:10.​1016/​S1054-139X(02)00706-1.PubMedCrossRef
go back to reference Brown-Peterside, P., Redding, C. A., Ren, L., & Koblin, B. A. (2000). Acceptability of a stage-matched expert system intervention to increase condom use among women at high risk of HIV infection in New York City. AIDS Education and Prevention, 12, 171–181.PubMed Brown-Peterside, P., Redding, C. A., Ren, L., & Koblin, B. A. (2000). Acceptability of a stage-matched expert system intervention to increase condom use among women at high risk of HIV infection in New York City. AIDS Education and Prevention, 12, 171–181.PubMed
go back to reference Cabral, R. J., Galavotti, C., Stark, M. J., Gargiullo, P. M., Semaan, S., Adams, J., et al. (2004). Psychosocial factors associated with stage of change for contraceptive use among women at increased risk for HIV and STDs. Journal of Applied Social Psychology, 34, 959–983. doi:10.1111/j.1559-1816.2004.tb02579.x.CrossRef Cabral, R. J., Galavotti, C., Stark, M. J., Gargiullo, P. M., Semaan, S., Adams, J., et al. (2004). Psychosocial factors associated with stage of change for contraceptive use among women at increased risk for HIV and STDs. Journal of Applied Social Psychology, 34, 959–983. doi:10.​1111/​j.​1559-1816.​2004.​tb02579.​x.CrossRef
go back to reference Catania, J. A., Gibson, D. R., & Chitwood, D. D. (1990). Methodological problems in AIDS behavior research: Influences on measurement error and participation bias in studies of sexual behavior. Psychological Bulletin, 108, 339–362. doi:10.1037/0033-2909.108.3.339.PubMedCrossRef Catania, J. A., Gibson, D. R., & Chitwood, D. D. (1990). Methodological problems in AIDS behavior research: Influences on measurement error and participation bias in studies of sexual behavior. Psychological Bulletin, 108, 339–362. doi:10.​1037/​0033-2909.​108.​3.​339.PubMedCrossRef
go back to reference Cates Jr, W., & Berman, S. M. (1999). Prevention of sexually transmitted diseases other then human immunodeficiency virus. In A. J. Goreczny, & M. Hersen (Eds.) Handbook of pediatric and adolescent health psychology (pp. 361–370). Needham Heights, MA: Allyn & Bacon. Cates Jr, W., & Berman, S. M. (1999). Prevention of sexually transmitted diseases other then human immunodeficiency virus. In A. J. Goreczny, & M. Hersen (Eds.) Handbook of pediatric and adolescent health psychology (pp. 361–370). Needham Heights, MA: Allyn & Bacon.
go back to reference Collins, C., Kohler, C., DiClemente, R., & Wang, M. Q. (1999). Evaluation of the exposure effects of a theory-based street outreach HIV intervention on African-American drug users. Evaluation and Program Planning, 22, 279–293. doi:10.1016/S0149-7189(99)00018-X.CrossRef Collins, C., Kohler, C., DiClemente, R., & Wang, M. Q. (1999). Evaluation of the exposure effects of a theory-based street outreach HIV intervention on African-American drug users. Evaluation and Program Planning, 22, 279–293. doi:10.​1016/​S0149-7189(99)00018-X.CrossRef
go back to reference Crepaz, N., & Marks, G. (2002). Towards an understanding of sexual risk behavior in people living with HIV: A review of social, psychological, and medical findings. AIDS (London, England), 16, 135–149. doi:10.1097/00002030-200201250-00002. Crepaz, N., & Marks, G. (2002). Towards an understanding of sexual risk behavior in people living with HIV: A review of social, psychological, and medical findings. AIDS (London, England), 16, 135–149. doi:10.​1097/​00002030-200201250-00002.
go back to reference Fisher, J. D., Cornman, D. H., Osborn, C. Y., Amico, K. R., Fisher, W. A., & Friedland, G. (2004). Clinician-initiated HIV-risk reduction intervention for HIV+ persons: Formative research, acceptability, and fidelity of the options project. Journal of Acquired Immune Deficiency Syndrome, 37(suppl 2), S78–S87. doi:10.1097/01.qai.0000140605.51640.5c.CrossRef Fisher, J. D., Cornman, D. H., Osborn, C. Y., Amico, K. R., Fisher, W. A., & Friedland, G. (2004). Clinician-initiated HIV-risk reduction intervention for HIV+ persons: Formative research, acceptability, and fidelity of the options project. Journal of Acquired Immune Deficiency Syndrome, 37(suppl 2), S78–S87. doi:10.​1097/​01.​qai.​0000140605.​51640.​5c.CrossRef
go back to reference Fisher, J. D., Fisher, W. A., Bryan, A. D., & Misovich, S. J. (2002). Information-motivation-behavioral skills model-based HIV risk behavior change intervention for inner-city high school youth. Health Psychology, 21, 177–186. doi:10.1037/0278-6133.21.2.177.PubMedCrossRef Fisher, J. D., Fisher, W. A., Bryan, A. D., & Misovich, S. J. (2002). Information-motivation-behavioral skills model-based HIV risk behavior change intervention for inner-city high school youth. Health Psychology, 21, 177–186. doi:10.​1037/​0278-6133.​21.​2.​177.PubMedCrossRef
go back to reference Fisher, J. D., Fisher, W. A., Cornman, D. H., Amico, K. R., Bryan, A., & Friedland, G. H. (2006). Clinician-delivered intervention during routine clinical care reduces unprotected sexual behavior among HIV-infected patients. Journal of Acquired Immune Deficiency Syndrome, 41, 44–52. doi:10.1097/01.qai.0000192000.15777.5c.CrossRef Fisher, J. D., Fisher, W. A., Cornman, D. H., Amico, K. R., Bryan, A., & Friedland, G. H. (2006). Clinician-delivered intervention during routine clinical care reduces unprotected sexual behavior among HIV-infected patients. Journal of Acquired Immune Deficiency Syndrome, 41, 44–52. doi:10.​1097/​01.​qai.​0000192000.​15777.​5c.CrossRef
go back to reference Gielen, A. C., Fogarty, L. A., Armstrong, K., Green, B. M., Cabral, R., Milstein, B., et al. (2001). Promoting condom use with main partners: A behavioral intervention trial for women. AIDS and Behavior, 5, 193–204. doi:10.1023/A:1011391424690.CrossRef Gielen, A. C., Fogarty, L. A., Armstrong, K., Green, B. M., Cabral, R., Milstein, B., et al. (2001). Promoting condom use with main partners: A behavioral intervention trial for women. AIDS and Behavior, 5, 193–204. doi:10.​1023/​A:​1011391424690.CrossRef
go back to reference Grimley, D. M., Riley, G. E., Bellis, J. M., & Prochaska, J. O. (1993). Assessing the stage of change and decision-making for contraceptive use for the prevention of pregnancy, sexually transmitted disease, and acquired immunodeficiency syndrome. Health Education Quarterly, 20, 455–470.PubMed Grimley, D. M., Riley, G. E., Bellis, J. M., & Prochaska, J. O. (1993). Assessing the stage of change and decision-making for contraceptive use for the prevention of pregnancy, sexually transmitted disease, and acquired immunodeficiency syndrome. Health Education Quarterly, 20, 455–470.PubMed
go back to reference Heuts, P. H. T. G., de Bie, R. A., Dijkstra, A., Aretz, K., Vlaeyen, J. W. S., Schouten, H. J. A., et al. (2005). Assessment of readiness to change in patients with osteoarthritis: Development and application of a new questionnaire. Clinical Rehabilitation, 19, 290–299. doi:10.1191/0269215505cr814oa.PubMedCrossRef Heuts, P. H. T. G., de Bie, R. A., Dijkstra, A., Aretz, K., Vlaeyen, J. W. S., Schouten, H. J. A., et al. (2005). Assessment of readiness to change in patients with osteoarthritis: Development and application of a new questionnaire. Clinical Rehabilitation, 19, 290–299. doi:10.​1191/​0269215505cr814o​a.PubMedCrossRef
go back to reference Horowitz, S. M. (2003). Applying the Transtheoretical Model to pregnancy and STD prevention: A review of the literature. American Journal of Health Promotion, 17, 304–328.PubMed Horowitz, S. M. (2003). Applying the Transtheoretical Model to pregnancy and STD prevention: A review of the literature. American Journal of Health Promotion, 17, 304–328.PubMed
go back to reference Jamner, M. S. (1997). Impact of a longitudinal community HIV intervention targeting injecting drug users’ stage of change for condom and bleach use. American Journal of Health Promotion, 12, 15–24.PubMed Jamner, M. S. (1997). Impact of a longitudinal community HIV intervention targeting injecting drug users’ stage of change for condom and bleach use. American Journal of Health Promotion, 12, 15–24.PubMed
go back to reference Lauby, J. L., Semaan, S., Cohen, A., Leviton, L., Gielen, A., Pulley, L., et al. (1998). Self-efficacy, decisional balance and stages of change for condom use among women at risk for HIV infection. Health Education Research, 13, 343–356. doi:10.1093/her/13.3.343.CrossRef Lauby, J. L., Semaan, S., Cohen, A., Leviton, L., Gielen, A., Pulley, L., et al. (1998). Self-efficacy, decisional balance and stages of change for condom use among women at risk for HIV infection. Health Education Research, 13, 343–356. doi:10.​1093/​her/​13.​3.​343.CrossRef
go back to reference Malotte, C. K., Jarvis, B., Fishbein, M., Kamb, M., Iatesta, M., Hoxworth, T., et al. (2000). Stage of change versus an integrated psychosocial theory as a basis for developing effective behavior change intervention. AIDS Care, 12, 357–364. doi:10.1080/09540120050043016.PubMedCrossRef Malotte, C. K., Jarvis, B., Fishbein, M., Kamb, M., Iatesta, M., Hoxworth, T., et al. (2000). Stage of change versus an integrated psychosocial theory as a basis for developing effective behavior change intervention. AIDS Care, 12, 357–364. doi:10.​1080/​0954012005004301​6.PubMedCrossRef
go back to reference McConnaughy, E. N., Prochaska, J. O., & Velicer, W. F. (1983). Stages of change in psychotherapy. Psychotherapy: Theory, Research, and Practice, 20, 368–375.CrossRef McConnaughy, E. N., Prochaska, J. O., & Velicer, W. F. (1983). Stages of change in psychotherapy. Psychotherapy: Theory, Research, and Practice, 20, 368–375.CrossRef
go back to reference McEvoy, P. M., Stritzke, W. G. K., French, D. J., Lang, A. R., & Ketterman, R. L. (2004). Comparison of three models of alcohol craving in young adults: A cross-validation. Addiction (Abingdon, England), 99, 482–497. doi:10.1111/j.1360-0443.2004.00714.x. McEvoy, P. M., Stritzke, W. G. K., French, D. J., Lang, A. R., & Ketterman, R. L. (2004). Comparison of three models of alcohol craving in young adults: A cross-validation. Addiction (Abingdon, England), 99, 482–497. doi:10.​1111/​j.​1360-0443.​2004.​00714.​x.
go back to reference Morrison-Beedy, D., Carey, M. P., & Lewis, B. P. (2002). Modeling condom-use stage of change in low-income, single, urban women. Research in Nursing & Health, 25, 122–134. doi:10.1002/nur.10026.CrossRef Morrison-Beedy, D., Carey, M. P., & Lewis, B. P. (2002). Modeling condom-use stage of change in low-income, single, urban women. Research in Nursing & Health, 25, 122–134. doi:10.​1002/​nur.​10026.CrossRef
go back to reference Nahar, A., & Azad, A. K. (1999). Sexually transmitted diseases (STD)/reproductive tract infections (RTI) including acquired immunodeficiency síndrome (AIDS)/ human immunodeficiency virus (HIV) infections among the women of reproductive age group: A review. Journal of Preventive and Social Medicine, 18, 84–88.PubMed Nahar, A., & Azad, A. K. (1999). Sexually transmitted diseases (STD)/reproductive tract infections (RTI) including acquired immunodeficiency síndrome (AIDS)/ human immunodeficiency virus (HIV) infections among the women of reproductive age group: A review. Journal of Preventive and Social Medicine, 18, 84–88.PubMed
go back to reference Noar, S. M., & Morokoff, P. J. (2002). The relationship between masculinity ideology, condom attitudes, and condom use stage of change: A structural equation modeling approach. International Journal of Men’s Health, 1, 43–58. doi:10.3149/jmh.0101.43.CrossRef Noar, S. M., & Morokoff, P. J. (2002). The relationship between masculinity ideology, condom attitudes, and condom use stage of change: A structural equation modeling approach. International Journal of Men’s Health, 1, 43–58. doi:10.​3149/​jmh.​0101.​43.CrossRef
go back to reference Polacsek, M., Celentano, D. D., O’Campo, P., & Santelli, J. (1999). Correlates of condom use stage of change: Implications for intervention. AIDS Education and Prevention, 11, 38–52.PubMed Polacsek, M., Celentano, D. D., O’Campo, P., & Santelli, J. (1999). Correlates of condom use stage of change: Implications for intervention. AIDS Education and Prevention, 11, 38–52.PubMed
go back to reference Prochaska, J. O., Redding, C. A., Harlow, L. L., & Rossi, J. S. (1994). The transtheoretical model of change and HIV prevention: A review. Health Education Quarterly, 21, 471–486.PubMed Prochaska, J. O., Redding, C. A., Harlow, L. L., & Rossi, J. S. (1994). The transtheoretical model of change and HIV prevention: A review. Health Education Quarterly, 21, 471–486.PubMed
go back to reference Prochaska, J. O., Velicer, W. F., Redding, C. A., Rossi, J. S., Goldstein, M., DePue, J., et al. (2005). Stage-based expert systems to guide a population of primary care patients to quit smoking, eat healthier, prevent skin cancer, and receive regular mammograms. Preventive Medicine, 41, 406–416. doi:10.1016/j.ypmed.2004.09.050.PubMedCrossRef Prochaska, J. O., Velicer, W. F., Redding, C. A., Rossi, J. S., Goldstein, M., DePue, J., et al. (2005). Stage-based expert systems to guide a population of primary care patients to quit smoking, eat healthier, prevent skin cancer, and receive regular mammograms. Preventive Medicine, 41, 406–416. doi:10.​1016/​j.​ypmed.​2004.​09.​050.PubMedCrossRef
go back to reference Reddy, P., Meyer-Weitz, A., van den Borne, B., & Kok, G. (2000). Determinants of condom use behavior among STD clinic attenders in South Africa. International Journal of STD & AIDS, 11, 521–530. doi:10.1258/0956462001916434.CrossRef Reddy, P., Meyer-Weitz, A., van den Borne, B., & Kok, G. (2000). Determinants of condom use behavior among STD clinic attenders in South Africa. International Journal of STD & AIDS, 11, 521–530. doi:10.​1258/​0956462001916434​.CrossRef
go back to reference Rhodes, F., & Malotte, C. K. (1996). Using stages of change to assess intervention readiness and outcome in modifying drug-related and sexual HIV risk behaviors of IDUs and crack users. Drugs and Society, 9, 109–136. doi:10.1300/J023v09n01_07.CrossRef Rhodes, F., & Malotte, C. K. (1996). Using stages of change to assess intervention readiness and outcome in modifying drug-related and sexual HIV risk behaviors of IDUs and crack users. Drugs and Society, 9, 109–136. doi:10.​1300/​J023v09n01_​07.CrossRef
go back to reference Sears, D., Cabrera-Rodriguez, C., Oritz-Mejia, F., Anderson, B., & Stein, M. (2008). Sexual risk behavior among HIV-positive patients at an urban clinic in Santiago, Dominican Republic. AIDS Care, 20, 191–197. doi:10.1080/09540120701483202.PubMedCrossRef Sears, D., Cabrera-Rodriguez, C., Oritz-Mejia, F., Anderson, B., & Stein, M. (2008). Sexual risk behavior among HIV-positive patients at an urban clinic in Santiago, Dominican Republic. AIDS Care, 20, 191–197. doi:10.​1080/​0954012070148320​2.PubMedCrossRef
go back to reference Stark, M. J., Tesselaar, H. M., O’Connell, A. A., Person, B., Galavotti, C., Cohen, A., et al. (1998). Psychosocial factors associated with the stages of change for condom use among women at risk for HIV and STDs: Implications for intervention development. Journal of Consulting and Clinical Psychology, 66, 967–978. doi:10.1037/0022-006X.66.6.967.PubMedCrossRef Stark, M. J., Tesselaar, H. M., O’Connell, A. A., Person, B., Galavotti, C., Cohen, A., et al. (1998). Psychosocial factors associated with the stages of change for condom use among women at risk for HIV and STDs: Implications for intervention development. Journal of Consulting and Clinical Psychology, 66, 967–978. doi:10.​1037/​0022-006X.​66.​6.​967.PubMedCrossRef
go back to reference Zimmerman, R. S., & Langer, L. M. (1995). Improving estimates of prevalence rates of sensitive behaviors: The randomized lists technique and consideration of self-reported honesty. Journal of Sex Research, 32, 107–117.CrossRef Zimmerman, R. S., & Langer, L. M. (1995). Improving estimates of prevalence rates of sensitive behaviors: The randomized lists technique and consideration of self-reported honesty. Journal of Sex Research, 32, 107–117.CrossRef
Metadata
Title
Accuracy of the Stages of Change Algorithm: Sexual Risk Reported in the Maintenance Stage of Change
Authors
Rebecca A. Ferrer
K. Rivet Amico
Angela Bryan
William A. Fisher
Deborah H. Cornman
Susan M. Kiene
Jeffrey D. Fisher
Publication date
01-03-2009
Publisher
Springer US
Published in
Prevention Science / Issue 1/2009
Print ISSN: 1389-4986
Electronic ISSN: 1573-6695
DOI
https://doi.org/10.1007/s11121-008-0108-7

Other articles of this Issue 1/2009

Prevention Science 1/2009 Go to the issue