Optimization of Multicomponent Behavioral and Biobehavioral Interventions for the Prevention and Treatment of HIV/AIDS

Abstract To move society toward an AIDS-free generation, behavioral interventions for prevention and treatment of HIV/AIDS must be not only effective, but also cost-effective, efficient, and readily scalable. The purpose of this article is to introduce to the HIV/AIDS research community the multiphase optimization strategy (MOST), a new methodological framework inspired by engineering principles and designed to develop behavioral interventions that have these important characteristics. Many behavioral interventions comprise multiple components. In MOST, randomized experimentation is conducted to assess the individual performance of each intervention component, and whether its presence/absence/setting has an impact on the performance of other components. This information is used to engineer an intervention that meets a specific optimization criterion, defined a priori in terms of effectiveness, cost, cost-effectiveness, and/or scalability. MOST will enable intervention science to develop a coherent knowledge base about what works and does not work. Ultimately this will improve behavioral interventions systematically and incrementally.

[1]  Susan A. Murphy,et al.  A Conceptual Framework for Adaptive Preventive Interventions , 2004, Prevention Science.

[2]  Carla M Bann,et al.  Addressing HIV Knowledge, Risk Reduction, Social Support, and Patient Involvement Using SMS: Results of a Proof-Of-Concept Study , 2012, Journal of health communication.

[3]  C. Latkin,et al.  Social Norms, Social Networks, and HIV Risk Behavior Among Injection Drug Users , 2010, AIDS and Behavior.

[4]  Inbal Nahum-Shani,et al.  Optimization of behavioral dynamic treatment regimens based on the sequential, multiple assignment, randomized trial (SMART) , 2014, Clinical trials.

[5]  J. Stockman,et al.  Preexposure Chemoprophylaxis for HIV Prevention in Men Who Have Sex with Men , 2012 .

[6]  H. Kraemer,et al.  The role and interpretation of pilot studies in clinical research. , 2011, Journal of psychiatric research.

[7]  M. Rosselli,et al.  Stress and Coping in Women Living with HIV: A Meta-Analytic Review , 2012, AIDS and Behavior.

[8]  Stefan Baral,et al.  A systematic review of interventions to reduce HIV-related stigma and discrimination from 2002 to 2013: how far have we come? , 2013, Journal of the International AIDS Society.

[9]  J. Rehm,et al.  Alcohol consumption and risk of incident human immunodeficiency virus infection: a meta-analysis , 2010, International Journal of Public Health.

[10]  A. Adimora,et al.  Structural Interventions for HIV Prevention in the United States , 2010, Journal of acquired immune deficiency syndromes.

[11]  G. E. Harris,et al.  HIV peer counseling and the development of hope: perspectives from peer counselors and peer counseling recipients. , 2007, AIDS patient care and STDs.

[12]  Runze Li,et al.  Design of experiments with multiple independent variables: a resource management perspective on complete and reduced factorial designs. , 2009, Psychological methods.

[13]  Megan E. Piper,et al.  The Multiphase Optimization Strategy for Engineering Effective Tobacco Use Interventions , 2011, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[14]  K. Lynch,et al.  Association Between Alcohol Use and HIV Viral Load , 2011, Journal of acquired immune deficiency syndromes.

[15]  J. Parsons,et al.  Motivational Interviewing and Cognitive-Behavioral Intervention to Improve HIV Medication Adherence Among Hazardous Drinkers: A Randomized Controlled Trial , 2007, Journal of acquired immune deficiency syndromes.

[16]  Daniel E Rivera,et al.  Control systems engineering for optimizing a prenatal weight gain intervention to regulate infant birth weight. , 2014, American journal of public health.

[17]  J. Simoni,et al.  Are Peer Interventions for HIV Efficacious? A Systematic Review , 2011, AIDS and Behavior.

[18]  S. Kalichman,et al.  Benefits of Adherence to Psychotropic Medications on Depressive Symptoms and Antiretroviral Medication Adherence Among Men and Women Living with HIV/AIDS , 2012, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[19]  Megan E. Piper,et al.  Evaluating individual intervention components: making decisions based on the results of a factorial screening experiment , 2014, Translational behavioral medicine.

[20]  P. Vanable,et al.  Social-cognitive correlates of antiretroviral therapy adherence among HIV-infected individuals receiving infectious disease care in a medium-sized northeastern US city , 2013, AIDS care.

[21]  J. Seeley,et al.  Addressing the structural drivers of HIV: a luxury or necessity for programmes? , 2012, Journal of the International AIDS Society.

[22]  Pamara F. Chang,et al.  Piloting a Text Message–based Social Support Intervention for Patients With Chronic Pain: Establishing Feasibility and Preliminary Efficacy , 2015, The Clinical journal of pain.

[23]  Craig K. Ewart Social action theory for a public health psychology. , 1991, The American psychologist.

[24]  Sarah M. Greene,et al.  Web-based smoking-cessation programs: results of a randomized trial. , 2008, American journal of preventive medicine.

[25]  S. Reisner,et al.  Mental Health and HIV Risk in Men Who Have Sex With Men , 2010, Journal of acquired immune deficiency syndromes.

[26]  S. Springer,et al.  The Impact of DSM-IV Mental Disorders on Adherence to Combination Antiretroviral Therapy Among Adult Persons Living with HIV/AIDS: A Systematic Review , 2012, AIDS and Behavior.

[27]  B. Spring,et al.  Optimization of remotely delivered intensive lifestyle treatment for obesity using the Multiphase Optimization Strategy: Opt-IN study protocol. , 2014, Contemporary clinical trials.

[28]  M. Sternberg,et al.  Prevalence of HIV, Sexually Transmitted Infections, and Viral Hepatitis by Urbanicity, Among Men Who Have Sex With Men, Injection Drug Users, and Heterosexuals in the United States , 2014, Sexually transmitted diseases.

[29]  Abigail W. Batchelder,et al.  Depression and HIV/AIDS Treatment Nonadherence: A Review and Meta-analysis , 2011, Journal of acquired immune deficiency syndromes.

[30]  M. Sprangers,et al.  Predictors and correlates of adherence to combination antiretroviral therapy (ART) for chronic HIV infection: a meta-analysis , 2014, BMC Medicine.

[31]  S. Kalichman,et al.  Mindfulness-based stress reduction for people living with HIV/AIDS: preliminary review of intervention trial methodologies and findings , 2015, Health psychology review.

[32]  J. Simoni,et al.  Alcohol Use and Antiretroviral Adherence: Review and Meta-Analysis , 2009, Journal of acquired immune deficiency syndromes.

[33]  T. Rhodes,et al.  Prevention of HIV infection for people who inject drugs: why individual, structural, and combination approaches are needed , 2010, The Lancet.

[34]  S. Kalichman,et al.  Intentional Non-Adherence to Medications among HIV Positive Alcohol Drinkers: Prospective Study of Interactive Toxicity Beliefs , 2013, Journal of General Internal Medicine.

[35]  Stephen J Gange,et al.  Patterns and predictors of changes in adherence to highly active antiretroviral therapy: longitudinal study of men and women. , 2007, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[36]  Rolf Dach,et al.  Technical Report 2012 , 2013 .

[37]  G. Tober Motivational Interviewing: Helping People Change , 2013 .

[38]  J. Moskowitz,et al.  Mindfulness-based stress reduction for HIV treatment side effects: a randomized, wait-list controlled trial. , 2012, Journal of pain and symptom management.

[39]  Linda L. CaldwellEdward,et al.  Translational Research in South Africa: Evaluating Implementation Quality Using a Factorial Design , 2012 .

[40]  C. Latkin,et al.  Results From a Randomized Controlled Trial of a Peer-Mentoring Intervention to Reduce HIV Transmission and Increase Access to Care and Adherence to HIV Medications Among HIV-Seropositive Injection Drug Users , 2007, Journal of acquired immune deficiency syndromes.

[41]  Vijay N. Nair,et al.  A strategy for optimizing and evaluating behavioral interventions , 2005, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[42]  R. Braithwaite,et al.  Influence of Alcohol Consumption on Adherence to and Toxicity of Antiretroviral Therapy and Survival , 2010, Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism.

[43]  Neil S. Coulson,et al.  Exploring the Communication of Social Support within Virtual Communities: A Content Analysis of Messages Posted to an Online HIV/AIDS Support Group , 2008, Cyberpsychology Behav. Soc. Netw..

[44]  John J Dziak,et al.  Factorial experiments: efficient tools for evaluation of intervention components. , 2014, American journal of preventive medicine.

[45]  H. Günthard,et al.  Longitudinal Analysis of Patterns and Predictors of Changes in Self-Reported Adherence to Antiretroviral Therapy: Swiss HIV Cohort Study , 2009, Journal of acquired immune deficiency syndromes.

[46]  David M Murray,et al.  Individually randomized group treatment trials: a critical appraisal of frequently used design and analytic approaches. , 2008, American journal of public health.

[47]  Kenneth H Mayer,et al.  Effects of early versus delayed initiation of antiretroviral treatment on clinical outcomes of HIV-1 infection: results from the phase 3 HPTN 052 randomised controlled trial. , 2014, The Lancet. Infectious diseases.

[48]  Edward A. Smith,et al.  Translational Research in South Africa: Evaluating Implementation Quality Using a Factorial Design , 2012, Child & youth care forum.

[49]  Icek Ajzen,et al.  From Intentions to Actions: A Theory of Planned Behavior , 1985 .

[50]  Megan E. Patrick,et al.  Influencing Adolescent Leisure Motivation: Intervention Effects of Health Wise South Africa , 2010, Journal of leisure research.

[51]  J. Rehm,et al.  The effectiveness of interventions for reducing stigma related to substance use disorders: a systematic review , 2012, Addiction.

[52]  D. Rivera,et al.  Please Scroll down for Article Mathematical and Computer Modelling of Dynamical Systems a Dynamical Model for Describing Behavioural Interventions for Weight Loss and Body Composition Change a Dynamical Model for Describing Behavioural Interventions for Weight Loss and Body Composition Change , 2022 .

[53]  R. Detels,et al.  Evaluation of Adherence and Factors Affecting Adherence to Combination Antiretroviral Therapy Among White, Hispanic, and Black Men in the MACS Cohort , 2009, Journal of acquired immune deficiency syndromes.

[54]  D. Rivera,et al.  Using engineering control principles to inform the design of adaptive interventions: a conceptual introduction. , 2007, Drug and alcohol dependence.

[55]  Stephanie T. Lanza,et al.  Designing adaptive intensive interventions using methods from engineering. , 2014, Journal of consulting and clinical psychology.

[56]  J. S. St. Lawrence,et al.  Situational, Partner, and Contextual Factors Associated with Level of Risk at Most Recent Intercourse Among Black Men Who Have Sex with Men , 2013, AIDS and Behavior.

[57]  H. Hagan,et al.  Herpes simplex virus type 2 associated with HIV infection among New York heterosexuals living in high-risk areas , 2010, International journal of STD & AIDS.

[58]  James R McKay,et al.  Is there a case for extended interventions for alcohol and drug use disorders? , 2005, Addiction.

[59]  Blair T. Johnson,et al.  Health Behavior Change Models for HIV Prevention and AIDS Care: Practical Recommendations for a Multi-Level Approach , 2014, Journal of acquired immune deficiency syndromes.

[60]  Michael Rayment,et al.  Prevention of HIV-1 infection with early antiretroviral therapy , 2012, Journal of Family Planning and Reproductive Health Care.

[61]  Mark Anderson,et al.  Design of Experiments: Statistical Principles of Research Design and Analysis , 2001, Technometrics.

[62]  S. Murphy,et al.  The multiphase optimization strategy (MOST) and the sequential multiple assignment randomized trial (SMART): new methods for more potent eHealth interventions. , 2007, American journal of preventive medicine.

[63]  Stefan D Baral,et al.  Global epidemiology of HIV infection in men who have sex with men , 2012, The Lancet.

[64]  Matthias Egger,et al.  Sexual transmission of HIV according to viral load and antiretroviral therapy: systematic review and meta-analysis , 2009, AIDS.

[65]  O. Dosekun,et al.  An overview of the relative risks of different sexual behaviours on HIV transmission , 2010, Current opinion in HIV and AIDS.

[66]  F. Altice,et al.  A systematic review of the impact of alcohol use disorders on HIV treatment outcomes, adherence to antiretroviral therapy and health care utilization. , 2010, Drug and alcohol dependence.

[67]  C. Eccleston,et al.  Systematic review and meta-analysis of psychological therapies for children with chronic pain. , 2014, Journal of pediatric psychology.

[68]  Blair T. Johnson,et al.  Effects of Behavioral Intervention Content on HIV Prevention Outcomes: A Meta-Review of Meta-Analyses , 2014, Journal of acquired immune deficiency syndromes.

[69]  A. Bandura Social Foundations of Thought and Action , 1986 .

[70]  A. Justice,et al.  Alcohol consumption and depressive symptoms over time: a longitudinal study of patients with and without HIV infection. , 2011, Drug and alcohol dependence.

[71]  Linda M. Collins,et al.  Effect coding versus dummy coding in analysis of data from factorial experiments , 2012 .

[72]  N. Crepaz,et al.  Identification of Evidence-Based Interventions for Promoting HIV Medication Adherence: Findings from a Systematic Review of U.S.-Based Studies, 1996–2011 , 2014, AIDS and Behavior.

[73]  F. Altice,et al.  A Systematic Review of Antiretroviral Adherence Interventions for HIV-Infected People Who Use Drugs , 2012, Current HIV/AIDS Reports.

[74]  Kennon M. Sheldon,et al.  There's nothing more practical than a good theory: integrating motivational interviewing and self-determination theory. , 2006, The British journal of clinical psychology.

[75]  S. Thompson Social Learning Theory , 2008 .

[76]  J. Fisher,et al.  Information–motivation–behavioral skills barriers associated with intentional versus unintentional ARV non-adherence behavior among HIV+ patients in clinical care , 2010, AIDS care.

[77]  Tyler B. Wray,et al.  Daily Associations Between Alcohol Use and Unprotected Anal Sex Among Heavy Drinking HIV-Positive Men Who Have Sex with Men , 2015, AIDS and Behavior.

[78]  J. Rehm,et al.  Causal considerations on alcohol and HIV/AIDS--a systematic review. , 2010, Alcohol and alcoholism.

[79]  A. Nyamathi,et al.  Evaluating the impact of peer, nurse case-managed, and standard HIV risk-reduction programs on psychosocial and health-promoting behavioral outcomes among homeless women. , 2001, Research in nursing & health.

[80]  J. Baeten,et al.  Combination HIV Prevention: Significance, Challenges, and Opportunities , 2011, Current HIV/AIDS reports.

[81]  S. Kalichman,et al.  Integrated behavioral intervention to improve HIV/AIDS treatment adherence and reduce HIV transmission. , 2011, American journal of public health.

[82]  David C. Atkins,et al.  Randomized controlled trial of a web-delivered personalized normative feedback intervention to reduce alcohol-related risky sexual behavior among college students. , 2014, Journal of consulting and clinical psychology.

[83]  S. Maisto,et al.  Alcohol Use and Risk of HIV infection among Men Who Have Sex with Men , 2009, AIDS and Behavior.