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Published in: BMC Medical Informatics and Decision Making 1/2013

Open Access 01-12-2013 | Research article

Cost effectiveness of a computer-delivered intervention to improve HIV medication adherence

Authors: Raymond L Ownby, Drenna Waldrop-Valverde, Robin J Jacobs, Amarilis Acevedo, Joshua Caballero

Published in: BMC Medical Informatics and Decision Making | Issue 1/2013

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Abstract

Background

High levels of adherence to medications for HIV infection are essential for optimal clinical outcomes and to reduce viral transmission, but many patients do not achieve required levels. Clinician-delivered interventions can improve patients’ adherence, but usually require substantial effort by trained individuals and may not be widely available. Computer-delivered interventions can address this problem by reducing required staff time for delivery and by making the interventions widely available via the Internet. We previously developed a computer-delivered intervention designed to improve patients’ level of health literacy as a strategy to improve their HIV medication adherence. The intervention was shown to increase patients’ adherence, but it was not clear that the benefits resulting from the increase in adherence could justify the costs of developing and deploying the intervention. The purpose of this study was to evaluate the relation of development and deployment costs to the effectiveness of the intervention.

Methods

Costs of intervention development were drawn from accounting reports for the grant under which its development was supported, adjusted for costs primarily resulting from the project’s research purpose. Effectiveness of the intervention was drawn from results of the parent study. The relation of the intervention’s effects to changes in health status, expressed as utilities, was also evaluated in order to assess the net cost of the intervention in terms of quality adjusted life years (QALYs). Sensitivity analyses evaluated ranges of possible intervention effectiveness and durations of its effects, and costs were evaluated over several deployment scenarios.

Results

The intervention’s cost effectiveness depends largely on the number of persons using it and the duration of its effectiveness. Even with modest effects for a small number of patients the intervention was associated with net cost savings in some scenarios and for durations greater than three months and longer it was usually associated with a favorable cost per QALY. For intermediate and larger assumed effects and longer durations of intervention effectiveness, the intervention was associated with net cost savings.

Conclusions

Computer-delivered adherence interventions may be a cost-effective strategy to improve adherence in persons treated for HIV.

Trial registration

Clinicaltrials.gov identifier NCT01304186.
Appendix
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Literature
1.
go back to reference Nieuwkerk PT, Sprangers MA, Burger DM, Hoetelmans RM, Hugen PW, Danner SA, van Der Ende ME, Schneider MM, Schrey G, Meenhorst PL: Limited patient adherence to highly active antiretroviral therapy for HIV-1 infection in an observational cohort study. Arch Intern Med. 2001, 161: 1962-1968. 10.1001/archinte.161.16.1962.CrossRefPubMed Nieuwkerk PT, Sprangers MA, Burger DM, Hoetelmans RM, Hugen PW, Danner SA, van Der Ende ME, Schneider MM, Schrey G, Meenhorst PL: Limited patient adherence to highly active antiretroviral therapy for HIV-1 infection in an observational cohort study. Arch Intern Med. 2001, 161: 1962-1968. 10.1001/archinte.161.16.1962.CrossRefPubMed
2.
go back to reference Tesoriero J, French T, Weiss L, Waters M, Finkelstein R, Agins B: Stability of adherence to highly active antiretroviral therapy over time among clients enrolled in the treatment adherence demonstration project. J Acquir Immune Defic Syndr. 2003, 33: 484-493. 10.1097/00126334-200308010-00009.CrossRefPubMed Tesoriero J, French T, Weiss L, Waters M, Finkelstein R, Agins B: Stability of adherence to highly active antiretroviral therapy over time among clients enrolled in the treatment adherence demonstration project. J Acquir Immune Defic Syndr. 2003, 33: 484-493. 10.1097/00126334-200308010-00009.CrossRefPubMed
3.
go back to reference Fisher JD, Fisher WA, Amico KR, Harman JJ: An information-motivation-behavioral skills model of adherence to antiretroviral therapy. Health Psychol. 2006, 25: 462-473.CrossRefPubMed Fisher JD, Fisher WA, Amico KR, Harman JJ: An information-motivation-behavioral skills model of adherence to antiretroviral therapy. Health Psychol. 2006, 25: 462-473.CrossRefPubMed
4.
go back to reference Janz NK, Becker MH: The Health Belief Model: A decade later. Health Educ Behav. 1984, 11: 1-47. 10.1177/109019818401100101.CrossRef Janz NK, Becker MH: The Health Belief Model: A decade later. Health Educ Behav. 1984, 11: 1-47. 10.1177/109019818401100101.CrossRef
5.
go back to reference Ajzen I: The theory of planned behavior. Organ Behav Hum Decis Process. 1991, 50: 179-211. 10.1016/0749-5978(91)90020-T.CrossRef Ajzen I: The theory of planned behavior. Organ Behav Hum Decis Process. 1991, 50: 179-211. 10.1016/0749-5978(91)90020-T.CrossRef
6.
go back to reference Simoni JM, Amico KR, Pearson CR, Malow R: Strategies for promoting adherence to antiretroviral therapy: a review of the literature. Curr Infect Dis Rep. 2008, 10: 515-521. 10.1007/s11908-008-0083-y.CrossRefPubMedPubMedCentral Simoni JM, Amico KR, Pearson CR, Malow R: Strategies for promoting adherence to antiretroviral therapy: a review of the literature. Curr Infect Dis Rep. 2008, 10: 515-521. 10.1007/s11908-008-0083-y.CrossRefPubMedPubMedCentral
7.
go back to reference Simoni JM, Amico KR, Smith L, Nelson K: Antiretroviral adherence interventions: translating research findings to the real world clinic. Curr HIV/AIDS Rep. 2010, 7: 44-51. 10.1007/s11904-009-0037-5.CrossRefPubMedPubMedCentral Simoni JM, Amico KR, Smith L, Nelson K: Antiretroviral adherence interventions: translating research findings to the real world clinic. Curr HIV/AIDS Rep. 2010, 7: 44-51. 10.1007/s11904-009-0037-5.CrossRefPubMedPubMedCentral
8.
go back to reference Safren SA, O’Cleirigh C, Tan JY, Raminani SR, Reilly LC, Otto MW, Mayer KH: A randomized controlled trial of cognitive behavioral therapy for adherence and depression (CBT-AD) in HIV-infected individuals. Health Psychol. 2009, 28: 1-10.CrossRefPubMedPubMedCentral Safren SA, O’Cleirigh C, Tan JY, Raminani SR, Reilly LC, Otto MW, Mayer KH: A randomized controlled trial of cognitive behavioral therapy for adherence and depression (CBT-AD) in HIV-infected individuals. Health Psychol. 2009, 28: 1-10.CrossRefPubMedPubMedCentral
9.
go back to reference Amico KR: Standard of care for antiretroviral therapy adherence and retention in care from the perspective of care providers attending the 5th International Conference on HIV Treatment Adherence. J Int Assoc Physicians AIDS Care (Chic). 2011, 10: 291-296. 10.1177/1545109711406734.CrossRef Amico KR: Standard of care for antiretroviral therapy adherence and retention in care from the perspective of care providers attending the 5th International Conference on HIV Treatment Adherence. J Int Assoc Physicians AIDS Care (Chic). 2011, 10: 291-296. 10.1177/1545109711406734.CrossRef
10.
go back to reference de Bruin M: Standard care impact on effects of highly active antiretroviral therapy adherence interventions: A meta-analysis of randomized controlled trials. Arch Intern Med. 2010, 170: 240-250. 10.1001/archinternmed.2009.536.CrossRefPubMed de Bruin M: Standard care impact on effects of highly active antiretroviral therapy adherence interventions: A meta-analysis of randomized controlled trials. Arch Intern Med. 2010, 170: 240-250. 10.1001/archinternmed.2009.536.CrossRefPubMed
11.
go back to reference Harman JJ, Amico KR, Johnson BT: Standard of care: promoting antiretroviral adherence in clinical care. AIDS Care. 2005, 17: 237-251. 10.1080/09540120512331325707.CrossRefPubMed Harman JJ, Amico KR, Johnson BT: Standard of care: promoting antiretroviral adherence in clinical care. AIDS Care. 2005, 17: 237-251. 10.1080/09540120512331325707.CrossRefPubMed
12.
go back to reference Falagas ME, Korbila IP, Giannopoulou KP, Kondilis BK, Peppas G: Informed consent: how much and what do patients understand?. Am J Surg. 2009, 198: 420-435. 10.1016/j.amjsurg.2009.02.010.CrossRefPubMed Falagas ME, Korbila IP, Giannopoulou KP, Kondilis BK, Peppas G: Informed consent: how much and what do patients understand?. Am J Surg. 2009, 198: 420-435. 10.1016/j.amjsurg.2009.02.010.CrossRefPubMed
13.
go back to reference Ley P: Memory for medical information. Br J Soc Clin Psychol. 1979, 18: 245-255. 10.1111/j.2044-8260.1979.tb00333.x.CrossRefPubMed Ley P: Memory for medical information. Br J Soc Clin Psychol. 1979, 18: 245-255. 10.1111/j.2044-8260.1979.tb00333.x.CrossRefPubMed
14.
go back to reference Watson PW, McKinstry B: A systematic review of interventions to improve recall of medical advice in healthcare consultations. J R Soc Med. 2009, 102: 235-243. 10.1258/jrsm.2009.090013.CrossRefPubMedPubMedCentral Watson PW, McKinstry B: A systematic review of interventions to improve recall of medical advice in healthcare consultations. J R Soc Med. 2009, 102: 235-243. 10.1258/jrsm.2009.090013.CrossRefPubMedPubMedCentral
15.
go back to reference Ownby RL, Waldrop-Valverde D, Jacobs RJ, Caballero J: Baseline medication adherence and response to an electronically-delivered health literacy intervention targeting adherence. Neurobehavioral HIV Medicine. 2012, 4: 113-121.CrossRefPubMedPubMedCentral Ownby RL, Waldrop-Valverde D, Jacobs RJ, Caballero J: Baseline medication adherence and response to an electronically-delivered health literacy intervention targeting adherence. Neurobehavioral HIV Medicine. 2012, 4: 113-121.CrossRefPubMedPubMedCentral
16.
go back to reference Linn AJ, Vervloet M, van DL, Smit EG, van Weert JC: Effects of eHealth interventions on medication adherence: a systematic review of the literature. J Med Internet Res. 2011, 13: e103-10.2196/jmir.1738.CrossRefPubMedPubMedCentral Linn AJ, Vervloet M, van DL, Smit EG, van Weert JC: Effects of eHealth interventions on medication adherence: a systematic review of the literature. J Med Internet Res. 2011, 13: e103-10.2196/jmir.1738.CrossRefPubMedPubMedCentral
17.
go back to reference Fisher JD, Amico KR, Fisher WA, Cornman DH, Shuper PA, Trayling C, Redding C, Barta W, Lemieux AF, Altice FL: Computer-based intervention in HIV clinical care setting improves antiretroviral adherence: The LifeWindows Project. AIDS Behav. 2011, 8: 1635-1646.CrossRef Fisher JD, Amico KR, Fisher WA, Cornman DH, Shuper PA, Trayling C, Redding C, Barta W, Lemieux AF, Altice FL: Computer-based intervention in HIV clinical care setting improves antiretroviral adherence: The LifeWindows Project. AIDS Behav. 2011, 8: 1635-1646.CrossRef
18.
go back to reference Murray E, Lo B, Pollack L, Donelan K, Catania J, White M, Zapert K, Turner R: The impact of health information on the internet on the physician-patient relationship: patient perceptions. Arch Intern Med. 2003, 163: 1727-1734. 10.1001/archinte.163.14.1727.CrossRefPubMed Murray E, Lo B, Pollack L, Donelan K, Catania J, White M, Zapert K, Turner R: The impact of health information on the internet on the physician-patient relationship: patient perceptions. Arch Intern Med. 2003, 163: 1727-1734. 10.1001/archinte.163.14.1727.CrossRefPubMed
19.
go back to reference Sansom SL, Anthony MN, Garland WH, Squires KE, Witt MD, Kovacs AA, Larsen RA, Valencia R, Pals SL, Hader S: The costs of HIV antiretroviral therapy adherence programs and impact on health care utilization. AIDS Patient Care STDS. 2008, 22: 131-138. 10.1089/apc.2006.0216.CrossRefPubMed Sansom SL, Anthony MN, Garland WH, Squires KE, Witt MD, Kovacs AA, Larsen RA, Valencia R, Pals SL, Hader S: The costs of HIV antiretroviral therapy adherence programs and impact on health care utilization. AIDS Patient Care STDS. 2008, 22: 131-138. 10.1089/apc.2006.0216.CrossRefPubMed
20.
go back to reference Heckman TG, Somlai AM, Peters J, Walker J, Otto-Salaj L, Galdabini CA, Kelly JA: Barriers to care among persons living with HIV/AIDS in urban and rural areas. AIDS Care. 1998, 10: 365-375. 10.1080/713612410.CrossRefPubMed Heckman TG, Somlai AM, Peters J, Walker J, Otto-Salaj L, Galdabini CA, Kelly JA: Barriers to care among persons living with HIV/AIDS in urban and rural areas. AIDS Care. 1998, 10: 365-375. 10.1080/713612410.CrossRefPubMed
21.
go back to reference Paas F, Renkl A, Sweller J: Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instr Sci. 2004, 32: 1-8.CrossRef Paas F, Renkl A, Sweller J: Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instr Sci. 2004, 32: 1-8.CrossRef
22.
go back to reference Sweller J: Cognitive load during problem solving: Effects on learning. Cognit Sci. 1988, 12: 257-285. 10.1207/s15516709cog1202_4.CrossRef Sweller J: Cognitive load during problem solving: Effects on learning. Cognit Sci. 1988, 12: 257-285. 10.1207/s15516709cog1202_4.CrossRef
23.
go back to reference van Merrienboer JJ, Sweller J: Cognitive load theory in health professional education: Design principles and strategies. Med Educ. 2010, 44: 85-93. 10.1111/j.1365-2923.2009.03498.x.CrossRefPubMed van Merrienboer JJ, Sweller J: Cognitive load theory in health professional education: Design principles and strategies. Med Educ. 2010, 44: 85-93. 10.1111/j.1365-2923.2009.03498.x.CrossRefPubMed
24.
go back to reference Mayer RE: Applying the science of learning: evidence-based principles for the design of multimedia instruction. Am Psychol. 2008, 63: 760-769.CrossRefPubMed Mayer RE: Applying the science of learning: evidence-based principles for the design of multimedia instruction. Am Psychol. 2008, 63: 760-769.CrossRefPubMed
25.
go back to reference Ownby RL, Waldrop-Valverde D, Acevedo A, Jacobs RJ, Caballero J: Development of a computer-based tailored information application to improve HIV related treatment adherence. 2012, Miami: Presentation at the annual adherence conference of the International Association of Physicians in AIDS Care, Online at: http://iapac.org/AdherenceConference/Adherence_2012.html. 6-3-2012 Ownby RL, Waldrop-Valverde D, Acevedo A, Jacobs RJ, Caballero J: Development of a computer-based tailored information application to improve HIV related treatment adherence. 2012, Miami: Presentation at the annual adherence conference of the International Association of Physicians in AIDS Care, Online at: http://​iapac.​org/​AdherenceConfere​nce/​Adherence_​2012.​html. 6-3-2012
26.
go back to reference Bangsberg DR, Hecht FM, Charlebois ED, Zolopa AR, Holodniy M, Sheiner L, Bamberger JD, Chesney MA, Moss A: Adherence to protease inhibitors, HIV-1 viral load, and development of drug resistance in an indigent population. AIDS. 2000, 14: 357-366. 10.1097/00002030-200003100-00008.CrossRefPubMed Bangsberg DR, Hecht FM, Charlebois ED, Zolopa AR, Holodniy M, Sheiner L, Bamberger JD, Chesney MA, Moss A: Adherence to protease inhibitors, HIV-1 viral load, and development of drug resistance in an indigent population. AIDS. 2000, 14: 357-366. 10.1097/00002030-200003100-00008.CrossRefPubMed
27.
go back to reference Amico KR, Harman JJ, Johnson BT: Efficacy of antiretroviral therapy adherence interventions: a research synthesis of trials, 1996 to 2004. J Acquir Immune Defic Syndr. 2006, 41: 285-297. 10.1097/01.qai.0000197870.99196.ea.CrossRefPubMed Amico KR, Harman JJ, Johnson BT: Efficacy of antiretroviral therapy adherence interventions: a research synthesis of trials, 1996 to 2004. J Acquir Immune Defic Syndr. 2006, 41: 285-297. 10.1097/01.qai.0000197870.99196.ea.CrossRefPubMed
29.
go back to reference Kauf TL, Roskell N, Shearer A, Gazzard B, Mauskopf J, Davis EA, Nimsch C: A predictive model of health state utilities for HIV patients in the modern era of highly active antiretroviral therapy. Value Health. 2008, 11: 1144-1153. 10.1111/j.1524-4733.2008.00326.x.CrossRefPubMed Kauf TL, Roskell N, Shearer A, Gazzard B, Mauskopf J, Davis EA, Nimsch C: A predictive model of health state utilities for HIV patients in the modern era of highly active antiretroviral therapy. Value Health. 2008, 11: 1144-1153. 10.1111/j.1524-4733.2008.00326.x.CrossRefPubMed
30.
go back to reference Gebo KA, Fleishman JA, Conviser R, Hellinger J, Hellinger FJ, Josephs JS, Keiser P, Gaist P, Moore RD: Contemporary costs of HIV healthcare in the HAART era. AIDS. 2010, 24: 2705-2715. 10.1097/QAD.0b013e32833f3c14.CrossRefPubMedPubMedCentral Gebo KA, Fleishman JA, Conviser R, Hellinger J, Hellinger FJ, Josephs JS, Keiser P, Gaist P, Moore RD: Contemporary costs of HIV healthcare in the HAART era. AIDS. 2010, 24: 2705-2715. 10.1097/QAD.0b013e32833f3c14.CrossRefPubMedPubMedCentral
31.
go back to reference Braithwaite RS, Fiellin DA, Nucifora K, Bryant K, Roberts M, Kim N, Justice AC: Evaluating interventions to improve antiretroviral adherence: how much of an effect is required for favorable value?. Value Health. 2010, 13: 535-542. 10.1111/j.1524-4733.2010.00714.x.CrossRefPubMedPubMedCentral Braithwaite RS, Fiellin DA, Nucifora K, Bryant K, Roberts M, Kim N, Justice AC: Evaluating interventions to improve antiretroviral adherence: how much of an effect is required for favorable value?. Value Health. 2010, 13: 535-542. 10.1111/j.1524-4733.2010.00714.x.CrossRefPubMedPubMedCentral
32.
go back to reference Ryan CL, Siebens J: Educational attainment in the United States: 2009. 2012, Washington, DC: US Department of Commerce, US Census Bureau Ryan CL, Siebens J: Educational attainment in the United States: 2009. 2012, Washington, DC: US Department of Commerce, US Census Bureau
33.
go back to reference Murray M, Bodenheimer T, Rittenhouse D, Grumbach K: Improving timely access to primary care: case studies of the advanced access model. JAMA. 2003, 289: 1042-1046. 10.1001/jama.289.8.1042.CrossRefPubMed Murray M, Bodenheimer T, Rittenhouse D, Grumbach K: Improving timely access to primary care: case studies of the advanced access model. JAMA. 2003, 289: 1042-1046. 10.1001/jama.289.8.1042.CrossRefPubMed
34.
go back to reference Centers for Disease Control/National Center for Health Statistics: National Ambulatory Medical Care Survey, 2009. 2012, Atlanta, GA: Centers for Disease Control Centers for Disease Control/National Center for Health Statistics: National Ambulatory Medical Care Survey, 2009. 2012, Atlanta, GA: Centers for Disease Control
35.
go back to reference Troni F, Margevicius MA, Silver MA: Total cost of ownership comparison of PCs with hosted virtual desktops, 2011 udpate. 2010, CT: Stamford Troni F, Margevicius MA, Silver MA: Total cost of ownership comparison of PCs with hosted virtual desktops, 2011 udpate. 2010, CT: Stamford
36.
go back to reference Marcus & Millchap real estate investment services: Office research market overview. 2012, Fort Lauderdale, FL, USA: Marcus & Millchap Marcus & Millchap real estate investment services: Office research market overview. 2012, Fort Lauderdale, FL, USA: Marcus & Millchap
37.
go back to reference Rosenthal MB, Zaslavsky A, Newhouse JP: The geographic distribution of physicians revisited. Health Serv Res. 2005, 40: 1931-1952. 10.1111/j.1475-6773.2005.00440.x.CrossRefPubMedPubMedCentral Rosenthal MB, Zaslavsky A, Newhouse JP: The geographic distribution of physicians revisited. Health Serv Res. 2005, 40: 1931-1952. 10.1111/j.1475-6773.2005.00440.x.CrossRefPubMedPubMedCentral
39.
go back to reference AIDSinfo: Guidelines for the use of antiretroviral agents in HIV-1-infected adults and adolescents. 2012, Rockville, MD: AIDSinfo, National Institutes of Health AIDSinfo: Guidelines for the use of antiretroviral agents in HIV-1-infected adults and adolescents. 2012, Rockville, MD: AIDSinfo, National Institutes of Health
41.
go back to reference Braveman B, Kielhofner G, Albrecht G, Helfrich C: Occupational identity, occupational competence and occupational settings (environment): influences on return to work in men living with HIV/AIDS. Work. 2006, 27: 267-276.PubMed Braveman B, Kielhofner G, Albrecht G, Helfrich C: Occupational identity, occupational competence and occupational settings (environment): influences on return to work in men living with HIV/AIDS. Work. 2006, 27: 267-276.PubMed
42.
go back to reference Kielhofner G, Braveman B, Finlayson M, Paul-Ward A, Goldbaum L, Goldstein K: Outcomes of a vocational program for persons with AIDS. Am J Occup Ther. 2004, 58: 64-72. 10.5014/ajot.58.1.64.CrossRefPubMed Kielhofner G, Braveman B, Finlayson M, Paul-Ward A, Goldbaum L, Goldstein K: Outcomes of a vocational program for persons with AIDS. Am J Occup Ther. 2004, 58: 64-72. 10.5014/ajot.58.1.64.CrossRefPubMed
43.
go back to reference van Gorp WG, Rabkin JG, Ferrando SJ, Mintz J, Ryan E, Borkowski T, McElhiney M: Neuropsychiatric predictors of return to work in HIV/AIDS. J Int Neuropsychol Soc. 2007, 13: 80-89.CrossRefPubMed van Gorp WG, Rabkin JG, Ferrando SJ, Mintz J, Ryan E, Borkowski T, McElhiney M: Neuropsychiatric predictors of return to work in HIV/AIDS. J Int Neuropsychol Soc. 2007, 13: 80-89.CrossRefPubMed
44.
go back to reference Page TF, Horvath KJ, Danilenko GP, Williams M: A cost analysis of an Internet-based medication adherence intervention for people living with HIV. J Acquir Immune Defic Syndr. 2012, 60: 1-4. 10.1097/QAI.0b013e318250f011.CrossRefPubMedPubMedCentral Page TF, Horvath KJ, Danilenko GP, Williams M: A cost analysis of an Internet-based medication adherence intervention for people living with HIV. J Acquir Immune Defic Syndr. 2012, 60: 1-4. 10.1097/QAI.0b013e318250f011.CrossRefPubMedPubMedCentral
45.
go back to reference Ownby RL, Waldrop-Valverde D, Jacobs RJ, Caballero J: Knowledge, abilities and skills as predictors of behavior in an interactive consumer health informatics intervention. 2012, Chicago: Presentation at the Workshop on Interactive Systems in Healthcare Ownby RL, Waldrop-Valverde D, Jacobs RJ, Caballero J: Knowledge, abilities and skills as predictors of behavior in an interactive consumer health informatics intervention. 2012, Chicago: Presentation at the Workshop on Interactive Systems in Healthcare
46.
go back to reference Ownby RL, Hertzog C, Czaja SJ: Tailored information and automated reminding to improve medication adherence in Spanish- and English-speaking elders treated for memory impairment. Clin Gerontol. 2012, 35: 221-238. 10.1080/07317115.2012.657294.CrossRef Ownby RL, Hertzog C, Czaja SJ: Tailored information and automated reminding to improve medication adherence in Spanish- and English-speaking elders treated for memory impairment. Clin Gerontol. 2012, 35: 221-238. 10.1080/07317115.2012.657294.CrossRef
47.
go back to reference Pliskin JS, Shepard DS, Milton CW: Utility functions for life years and health status. Oper Res. 1980, 28: 206-224. 10.1287/opre.28.1.206.CrossRef Pliskin JS, Shepard DS, Milton CW: Utility functions for life years and health status. Oper Res. 1980, 28: 206-224. 10.1287/opre.28.1.206.CrossRef
48.
go back to reference Braithwaite RS, Meltzer DO, King JT, Leslie D, Roberts MS: What does the value of modern medicine say about the $50,000 per quality-adjusted life-year decision rule?. Med Care. 2008, 46: 349-356. 10.1097/MLR.0b013e31815c31a7.CrossRefPubMed Braithwaite RS, Meltzer DO, King JT, Leslie D, Roberts MS: What does the value of modern medicine say about the $50,000 per quality-adjusted life-year decision rule?. Med Care. 2008, 46: 349-356. 10.1097/MLR.0b013e31815c31a7.CrossRefPubMed
49.
go back to reference Ubel PA, Hirth RA, Chernew ME, Fendrick AM: What is the price of life and why doesn’t it increase at the rate of inflation?. Arch Intern Med. 2003, 163: 1637-1641. 10.1001/archinte.163.14.1637.CrossRefPubMed Ubel PA, Hirth RA, Chernew ME, Fendrick AM: What is the price of life and why doesn’t it increase at the rate of inflation?. Arch Intern Med. 2003, 163: 1637-1641. 10.1001/archinte.163.14.1637.CrossRefPubMed
50.
go back to reference Fumaz C, Munoz-Moreno J, Ferrer M, Gonzalez-Garcia M, Perez-Alvarez N, Miranda C, Negredo E, Clotet B: Adherence and health beliefs in a psychoeducative intervention in naive HIV-1-infected men: the PROADH study. J Int AIDS Soc. 2012, 15 (Suppl 4): 18092-PubMedCentral Fumaz C, Munoz-Moreno J, Ferrer M, Gonzalez-Garcia M, Perez-Alvarez N, Miranda C, Negredo E, Clotet B: Adherence and health beliefs in a psychoeducative intervention in naive HIV-1-infected men: the PROADH study. J Int AIDS Soc. 2012, 15 (Suppl 4): 18092-PubMedCentral
51.
go back to reference Goujard C, Bernard N, Sohier N, Peyramond D, Lancon F, Chwalow J, Arnould B, Delfraissy JF: Impact of a patient education program on adherence to HIV medication: a randomized clinical trial. J Acquir Immune Defic Syndr. 2003, 34: 191-194. 10.1097/00126334-200310010-00009.CrossRefPubMed Goujard C, Bernard N, Sohier N, Peyramond D, Lancon F, Chwalow J, Arnould B, Delfraissy JF: Impact of a patient education program on adherence to HIV medication: a randomized clinical trial. J Acquir Immune Defic Syndr. 2003, 34: 191-194. 10.1097/00126334-200310010-00009.CrossRefPubMed
52.
go back to reference Goldie SJ, Paltiel AD, Weinstein MC, Losina E, Seage GR, Kimmel AD, Walensky RP, Sax PE, Freedberg KA: Projecting the cost-effectiveness of adherence interventions in persons with human immunodeficiency virus infection. Am J Med. 2003, 115: 632-641. 10.1016/j.amjmed.2003.07.007.CrossRefPubMed Goldie SJ, Paltiel AD, Weinstein MC, Losina E, Seage GR, Kimmel AD, Walensky RP, Sax PE, Freedberg KA: Projecting the cost-effectiveness of adherence interventions in persons with human immunodeficiency virus infection. Am J Med. 2003, 115: 632-641. 10.1016/j.amjmed.2003.07.007.CrossRefPubMed
53.
go back to reference Freedberg KA, Hirschhorn LR, Schackman BR, Wolf LL, Martin LA, Weinstein MC, Goldin S, Paltiel AD, Katz C, Goldie SJ: Cost-effectiveness of an intervention to improve adherence to antiretroviral therapy in HIV-infected patients. J Acquir Immune Defic Syndr. 2006, 43 (Suppl 1): S113-S118.CrossRefPubMed Freedberg KA, Hirschhorn LR, Schackman BR, Wolf LL, Martin LA, Weinstein MC, Goldin S, Paltiel AD, Katz C, Goldie SJ: Cost-effectiveness of an intervention to improve adherence to antiretroviral therapy in HIV-infected patients. J Acquir Immune Defic Syndr. 2006, 43 (Suppl 1): S113-S118.CrossRefPubMed
54.
go back to reference Simoni JM, Pearson CR, Pantalone DW, Marks G, Crepaz N: Efficacy of interventions in improving highly active antiretroviral therapy adherence and HIV-1 RNA viral load. A meta-analytic review of randomized controlled trials. J Acquir Immune Defic Syndr. 2006, 43 (Suppl 1): S23-S35.CrossRefPubMedPubMedCentral Simoni JM, Pearson CR, Pantalone DW, Marks G, Crepaz N: Efficacy of interventions in improving highly active antiretroviral therapy adherence and HIV-1 RNA viral load. A meta-analytic review of randomized controlled trials. J Acquir Immune Defic Syndr. 2006, 43 (Suppl 1): S23-S35.CrossRefPubMedPubMedCentral
55.
go back to reference McCrone P, Knapp M, Proudfoot J, Ryden C, Cavanagh K, Shapiro DA, Ilson S, Gray JA, Goldberg D, Mann A: Cost-effectiveness of computerised cognitive-behavioural therapy for anxiety and depression in primary care: randomised controlled trial. Br J Psychiatry. 2004, 185: 55-62. 10.1192/bjp.185.1.55.CrossRefPubMed McCrone P, Knapp M, Proudfoot J, Ryden C, Cavanagh K, Shapiro DA, Ilson S, Gray JA, Goldberg D, Mann A: Cost-effectiveness of computerised cognitive-behavioural therapy for anxiety and depression in primary care: randomised controlled trial. Br J Psychiatry. 2004, 185: 55-62. 10.1192/bjp.185.1.55.CrossRefPubMed
56.
go back to reference Smith MY, Cromwell J, DePue J, Spring B, Redd W, Unrod M: Determining the cost-effectiveness of a computer-based smoking cessation intervention in primary care. Manag Care. 2007, 16: 48-55.PubMed Smith MY, Cromwell J, DePue J, Spring B, Redd W, Unrod M: Determining the cost-effectiveness of a computer-based smoking cessation intervention in primary care. Manag Care. 2007, 16: 48-55.PubMed
57.
go back to reference Cosio D, Heckman TG, Anderson T, Heckman BD, Garske J, McCarthy J: Telephone-administered motivational interviewing to reduce risky sexual behavior in HIV-infected rural persons: a pilot randomized clinical trial. Sex Transm Dis. 2010, 37: 140-146. 10.1097/OLQ.0b013e3181c18975.CrossRefPubMed Cosio D, Heckman TG, Anderson T, Heckman BD, Garske J, McCarthy J: Telephone-administered motivational interviewing to reduce risky sexual behavior in HIV-infected rural persons: a pilot randomized clinical trial. Sex Transm Dis. 2010, 37: 140-146. 10.1097/OLQ.0b013e3181c18975.CrossRefPubMed
58.
go back to reference Heckman TG, Carlson B: A randomized clinical trial of two telephone-delivered, mental health interventions for HIV-infected persons in rural areas of the United States. AIDS Behav. 2007, 11: 5-14. 10.1007/s10461-006-9111-9.CrossRefPubMed Heckman TG, Carlson B: A randomized clinical trial of two telephone-delivered, mental health interventions for HIV-infected persons in rural areas of the United States. AIDS Behav. 2007, 11: 5-14. 10.1007/s10461-006-9111-9.CrossRefPubMed
61.
go back to reference Shakeshaft AP, Frankish CJ: Using patient-driven computers to provide cost-effective prevention in primary care: a conceptual framework. Health Promot Int. 2003, 18: 67-77. 10.1093/heapro/18.1.67.CrossRefPubMed Shakeshaft AP, Frankish CJ: Using patient-driven computers to provide cost-effective prevention in primary care: a conceptual framework. Health Promot Int. 2003, 18: 67-77. 10.1093/heapro/18.1.67.CrossRefPubMed
Metadata
Title
Cost effectiveness of a computer-delivered intervention to improve HIV medication adherence
Authors
Raymond L Ownby
Drenna Waldrop-Valverde
Robin J Jacobs
Amarilis Acevedo
Joshua Caballero
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Medical Informatics and Decision Making / Issue 1/2013
Electronic ISSN: 1472-6947
DOI
https://doi.org/10.1186/1472-6947-13-29

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