Effectiveness of interventions targeting self-regulation to improve adherence to chronic disease medications: a meta-review of meta-analyses

References

• Allegrante, J. P., Wells, M. T., & Peterson, J. C. (2019). Interventions to support behavioral self-management of chronic diseases. Annual Review of Public Health, 40, 127–146. doi: 10.1146/annurev-publhealth-040218-044008
   PubMed Web of Science ®Google Scholar
• Bandura, A. (2001). Social cognitive theory: An agentic perspective. Annual Review of Psychology, 52, 1–26.
   PubMed Web of Science ®Google Scholar
• Bandura, A. (2004). Health promotion by social cognitive means. Health Education & Behavior, 31(2), 143–164.
   PubMed Web of Science ®Google Scholar
• Bosworth, H. B., Blalock, D. V., Hoyle, R. H., Czajkowski, S. M., & Voils, C. I. (2018). The role of psychological science in efforts to improve cardiovascular medication adherence. American Psychologist, 73(8), 968–980. doi: 10.1037/amp0000316
   PubMed Web of Science ®Google Scholar
• Captieux, M., Pearce, G., Parke, H. L., Epiphaniou, E., Wild, S., Taylor, S. J. C., & Pinnock, H. (2018). Supported self-management for people with type 2 diabetes: A meta-review of quantitative systematic reviews. BMJ Open, 8(12), e024262. doi: 10.1136/bmjopen-2018-024262
   PubMed Web of Science ®Google Scholar
• Chase, J. D., Bogener, J. L., Ruppar, T. M., & Conn, V. S. (2016). The effectiveness of medication adherence interventions among patients with coronary artery disease: A meta-analysis. The Journal of Cardiovascular Nursing, 31(4), 357–366. doi: 10.1097/JCN.0000000000000259
   PubMed Web of Science ®Google Scholar
• Clark, N. M., Gong, M., & Kaciroti, N. (2014). A model of self-regulation for control of chronic disease. Health Education & Behavior, 41(5), 499–508. doi: 10.1177/1090198114547701
   PubMed Web of Science ®Google Scholar
• Conn, V. S., Enriquez, M., Ruppar, T. M., & Chan, K. C. (2016). Meta-analyses of theory use in medication adherence intervention research. American Journal of Health Behavior, 40(2), 155–171. doi: 10.5993/AJHB.40.2.1
   PubMed Web of Science ®Google Scholar
• Conn, V. S., Hafdahl, A. R., Cooper, P. S., Ruppar, T. M., Mehr, D. R., & Russell, C. L. (2009). Interventions to improve medication adherence among older adults: Meta-analysis of adherence outcomes among randomized controlled trials. The Gerontologist, 49(4), 447–462. doi: 10.1093/geront/gnp037
   PubMed Web of Science ®Google Scholar
• Conn, V. S., & Ruppar, T. M. (2017). Medication adherence outcomes of 771 intervention trials: Systematic review and meta-analysis. Preventive Medicine, 99, 269–276. doi: 10.1016/j.ypmed.2017.03.008
   PubMed Web of Science ®Google Scholar
• Conn, V. S., Ruppar, T. M., Chase, J. A., Enriquez, M., & Cooper, P. S. (2015). Interventions to improve medication adherence in hypertensive patients: Systematic review and meta-analysis. Current Hypertension Reports, 17(12), 94. doi: 10.1007/s11906-015-0606-5
   PubMed Web of Science ®Google Scholar
• Demonceau, J., Ruppar, T., Kristanto, P., Hughes, D. A., Fargher, E., Kardas, P., … Vrijens, B. (2013). Identification and assessment of adherence-enhancing interventions in studies assessing medication adherence through electronically compiled drug dosing histories: A systematic literature review and meta-analysis. Drugs, 73(6), 545–562. doi: 10.1007/s40265-013-0041-3
   PubMed Web of Science ®Google Scholar
• Denford, S., Taylor, R. S., Campbell, J. L., & Greaves, C. J. (2014). Effective behavior change techniques in asthma self-care interventions: Systematic review and meta-regression. Health Psychology, 33(7), 577–587. doi: 10.1037/a0033080
   PubMed Web of Science ®Google Scholar
• DeSteno, D., Gross, J. J., & Kubzansky, L. (2013). Affective science and health: The importance of emotion and emotion regulation. Health Psychology, 32(5), 474–486. doi: 10.1037/a0030259
   PubMed Web of Science ®Google Scholar
• Edmondson, D., Falzon, L., Sundquist, K. J., Julian, J., Meli, L., Sumner, J. A., & Kronish, I. M. (2018). A systematic review of the inclusion of mechanisms of action in NIH-funded intervention trials to improve medication adherence. Behavior Research & Therapy, 101, 12–19. doi: 10.1016/j.brat.2017.10.001
   PubMed Web of Science ®Google Scholar
• Eisenberg, I. W., Bissett, P. G., Canning, J. R., Dallery, J., Enkavi, A. Z., Whitfield-Gabrieli, S., … Poldrack, R. A. (2018). Applying novel technologies and methods to inform the ontology of self-regulation. Behavior Research & Therapy, 101, 46–57. doi: 10.1016/j.brat.2017.09.014
   PubMed Web of Science ®Google Scholar
• Fenerty, S., West, C., Davis, S., Kaplan, S., & Feldman, S. (2012). The effect of reminder systems on patients’ adherence to treatment. Patient Preference & Adherence, 6, 127. doi: 10.2147/PPA.S26314
   PubMed Web of Science ®Google Scholar
• Fletcher, B. R., Hartmann-Boyce, J., Hinton, L., & McManus, R. J. (2015). The effect of self-monitoring of blood pressure on medication adherence and lifestyle factors: A systematic review and meta-analysis. American Journal of Hypertension, 28(10), 1209–1221. doi: 10.1093/ajh/hpv008
   PubMed Web of Science ®Google Scholar
• Gadkari, A. S., & McHorney, C. A. (2012). Unintentional non-adherence to chronic prescription medications: How unintentional is it really? BMC Health Services Research, 12, 98–98. doi: 10.1186/1472-6963-12-98
   PubMed Web of Science ®Google Scholar
• Hall, P. A., & Fong, G. T. (2007). Temporal self-regulation theory: A model for individual health behavior. Health Psychology Review, 1(1), 6–52. doi: 10.1080/17437190701492437
   Google Scholar
• Harris, P. A., Taylor, R., Thielke, R., Payne, J., Gonzalez, N., & Conde, J. G. (2009). Research electronic data capture (redcap)–a metadata-driven methodology and workflow process for providing translational research informatics support. Journal of Biomedical Informatics, 42(2), 377–381. doi: 10.1016/j.jbi.2008.08.010
   PubMed Web of Science ®Google Scholar
• Hennessy, E. A., Johnson, B. T., Acabchuk, R. L., McCloskey, K., & Stewart-James, J. (2019). Self-regulation mechanisms in health behaviour change: A systematic meta-review of meta-analyses, 2006-2017. Health Psychology Review. Advance online publication. doi:10.1080/17437199.2019.1679654.
   PubMedGoogle Scholar
• Hennessy, E. A., Johnson, B. T., & Keenan, C. (2019). Best practice guidelines and essential methodological steps to conduct rigorous and systematic meta-reviews. Applied Psychology: Health and Well Being, 11(3), 353–381. doi: 10.1111/aphw.12169
   PubMed Web of Science ®Google Scholar
• Hofmann, W., Schmeichel, B. J., & Baddeley, A. D. (2012). Executive functions and self-regulation. Trends in Cognitive Sciences, 16(3), 174–180. doi: 10.1016/j.tics.2012.01.006
   PubMed Web of Science ®Google Scholar
• Ingersoll, K. S., & Cohen, J. (2008). The impact of medication regimen factors on adherence to chronic treatment: A review of literature. Journal of Behavioral Medicine, 31(3), 213–224. doi: 10.1007/s10865-007-9147-y
   PubMed Web of Science ®Google Scholar
• Jackson, C., Eliasson, L., Barber, N., & Weinman, J. (2014). Applying com-b to medication adherence: A suggested framework for research and interventions. European Health Psychologist, 16(1), 7–17.
   Google Scholar
• Kardas, P., Lewek, P., & Matyjaszczyk, M. (2013). Determinants of patient adherence: A review of systematic reviews. Frontiers in Pharmacology, 4, 91. doi: 10.3389/fphar.2013.00091
   PubMed Web of Science ®Google Scholar
• Kassavou, A., & Sutton, S. (2018). Automated telecommunication interventions to promote adherence to cardio-metabolic medications: Meta-analysis of effectiveness and meta-regression of behaviour change techniques. Health Psychology Review, 12(1), 25–42. doi:10.1080/17437199.2017.1365617
   PubMed Web of Science ®Google Scholar
• Leventhal, H., Diefenbach, M., & Leventhal, E. A. (1992). Illness cognition: Using common sense to understand treatment adherence and affect cognition interactions. Cognitive Therapy and Research, 16(2), 143–163. doi: 10.1007/BF01173486
   Web of Science ®Google Scholar
• Maes, S., & Karoly, P. (2005). Self-regulation assessment and intervention in physical health and illness: A review. Applied Psychology, 54(2), 267–299. doi: 10.1111/j.1464-0597.2005.00210.x
   Web of Science ®Google Scholar
• Mannheimer, S. B., Matts, J., Telzak, E., Chesney, M., Child, C., Wu, A. W., …  Terry Beirn Community Programs for Clinical Research on AIDS. (2005). Quality of life in HIV-infected individuals receiving antiretroviral therapy is related to adherence. AIDS Care, 17(1), 10–22. doi: 10.1080/09540120412331305098
   PubMed Web of Science ®Google Scholar
• Michie, S., Abraham, C., Whittington, C., McAteer, J., & Gupta, S. (2009). Effective techniques in healthy eating and physical activity interventions: A meta-regression. Health Psychology, 28(6), 690–701. doi: 10.1037/a0016136
   PubMed Web of Science ®Google Scholar
• Michie, S., Ashford, S., Sniehotta, F. F., Dombrowski, S. U., Bishop, A., & French, D. P. (2011). A refined taxonomy of behaviour change techniques to help people change their physical activity and healthy eating behaviours: The CALO-RE taxonomy. Psychology & Health, 26(11), 1479–1498. doi: 10.1080/08870446.2010.540664
   PubMed Web of Science ®Google Scholar
• Michie, S., Hyder, N., Walia, A., & West, R. (2011). Development of a taxonomy of behaviour change techniques used in individual behavioural support for smoking cessation. Addictive Behaviors, 36(4), 315–319. doi: 10.1016/j.addbeh.2010.11.016
   PubMed Web of Science ®Google Scholar
• Michie, S., & Johnston, M. (2012). Theories and techniques of behaviour change: Developing a cumulative science of behaviour change. Health Psychology Review, 6(1), 1–6. doi: 10.1080/17437199.2012.654964
   Web of Science ®Google Scholar
• Michie, S., Richardson, M., Johnston, M., Abraham, C., Francis, J., Hardeman, W., … Wood, C. E. (2013). The behavior change technique taxonomy (v1) of 93 hierarchically clustered techniques: Building an international consensus for the reporting of behavior change interventions. Annals of Behavioral Medicine, 46(1), 81–95. doi: 10.1007/s12160-013-9486-6
   PubMed Web of Science ®Google Scholar
• Miller, A. L., Gearhardt, A. N., Fredericks, E. M., Katz, B., Shapiro, L. F., Holden, K., … Lumeng, J. C. (2018). Targeting self-regulation to promote health behaviors in children. Behavior Research & Therapy, 101, 71–81. doi: 10.1016/j.brat.2017.09.008
   PubMed Web of Science ®Google Scholar
• Mojtabai, R., & Olfson, M. (2003). Medication costs, adherence, and health outcomes among medicare beneficiaries. Health Affairs, 22(4), 220–229. doi: 10.1377/hlthaff.22.4.220
   PubMed Web of Science ®Google Scholar
• Moore, S. M., Schiffman, R., Waldrop-Valverde, D., Redeker, N. S., McCloskey, D. J., Kim, M. T., … Grady, P. (2016). Recommendations of common data elements to advance the science of self-management of chronic conditions. Journal of Nursing Scholarship, 48(5), 437–447. doi: 10.1111/jnu.12233
   PubMed Web of Science ®Google Scholar
• Neiman, A. B., Ruppar, T., Ho, M., Garber, L., Weidle, P. J., Hong, Y., … Thorpe, P. G. (2017). Cdc grand rounds: Improving medication adherence for chronic disease management - innovations and opportunities. MMWR Morbidity & Mortality Weekly Report, 66(45), 1248–1251. doi: 10.15585/mmwr.mm6645a2
   PubMed Web of Science ®Google Scholar
• Newman, S., Steed, L., & Mulligan, K. (2004). Self-management interventions for chronic illness. The Lancet, 364(9444), 1523–1537. doi: 10.1016/S0140-6736(04)17277-2
   PubMed Web of Science ®Google Scholar
• Nielsen, L., Riddle, M., King, J. W., Aklin, W. M., Chen, W., Clark, D., … Weber, W. (2018). The NIH science of behavior change program: Transforming the science through a focus on mechanisms of change. Behaviour Research & Therapy, 101, 3–11. doi: 10.1016/j.brat.2017.07.002
   PubMed Web of Science ®Google Scholar
• Nieuwlaat, R., Wilczynski, N., Navarro, T., Hobson, N., Jeffery, R., Keepanasseril, A., … Jack, S. (2014). Interventions for enhancing medication adherence. Cochrane Database of Systematic Reviews, 11. doi: 10.1002/14651858.CD000011.pub4
   Google Scholar
• Pellowski, J. A., Price, D. M., Harrison, A. D., Tuthill, E. L., Myer, L., Operario, D., & Lurie, M. N. (2019). A systematic review and meta-analysis of antiretroviral therapy (art) adherence interventions for women living with HIV. AIDS & Behavior, 23(8), 1998–2013. doi: 10.1007/s10461-018-2341-9
   PubMed Web of Science ®Google Scholar
• Pieper, D., Antoine, S.-L., Mathes, T., Neugebauer, E. A., & Eikermann, M. (2014). Systematic review finds overlapping reviews were not mentioned in every other overview. Journal of Clinical Epidemiology, 67(4), 368–375. doi: 10.1016/j.jclinepi.2013.11.007
   PubMed Web of Science ®Google Scholar
• Rosenstock, I. M., Strecher, V. J., & Becker, M. H. (1988). Social learning theory and the health belief model. Health Education Quarterly, 15(2), 175–183. doi: 10.1177/109019818801500203
   PubMedGoogle Scholar
• Rothman, A. J., Baldwin, A. S., Hertel, A. W., & Fuglestad, P. T. (2011). Self-regulation and behavior change: Disentangling behavioral initiation and behavioral maintenance. In K. D. Vohs, & R. F. Baumeister (Eds.), Handbook of self-regulation: Research, theory, and applications (Vol. 2, pp. 106–122). New York: Guilford Publications.
   Google Scholar
• Ruppar, T. M., Dunbar-Jacob, J. M., Mehr, D. R., Lewis, L., & Conn, V. S. (2017). Medication adherence interventions among hypertensive black adults: A systematic review and meta-analysis. Journal of Hypertension, 35(6), 1145–1154. doi: 10.1097/HJH.0000000000001260
   PubMed Web of Science ®Google Scholar
• Sakakibara, B. M., Kim, A. J., & Eng, J. J. (2017). A systematic review and meta-analysis on self-management for improving risk factor control in stroke patients. International Journal of Behavioral Medicine, 24(1), 42–53. doi: 10.1007/s12529-016-9582-7
   PubMed Web of Science ®Google Scholar
• Seewoodharry, M. D., Maconachie, G. D., Gillies, C. L., Gottlob, I., & McLean, R. J. (2017). The effects of feedback on adherence to treatment: A systematic review and meta-analysis of RCTs. American Journal of Preventive Medicine, 53, 232–240. doi:10.1016/j.amepre.2017.03.005
   PubMed Web of Science ®Google Scholar
• Shea, B. J., Reeves, B. C., Wells, G., Thuku, M., Hamel, C., Moran, J., … Kristjansson, E. (2017). Amstar 2: A critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both. British Medical Journal, 358, j4008. doi: 10.1136/bmj.j4008
   PubMed Web of Science ®Google Scholar
• Sokol, M. C., McGuigan, K. A., Verbrugge, R. R., & Epstein, R. S. (2005). Impact of medication adherence on hospitalization risk and healthcare cost. Medical Care, 43(6), 521–530. doi: 10.1097/01.mlr.0000163641.86870.af
   PubMed Web of Science ®Google Scholar
• StataCorp, L. (2017). Stata statistical software. College Station TX.
   Google Scholar
• Stirratt, M. J., Curtis, J. R., Danila, M. I., Hansen, R., Miller, M. J., & Gakumo, C. A. (2018). Advancing the science and practice of medication adherence. Journal of General Intern Medicine, 33(2), 216–222. doi: 10.1007/s11606-017-4198-4
   PubMed Web of Science ®Google Scholar
• Sumner, J. A., Beauchaine, T., & Nielsen, L. (2018). A mechanism-focused approach to the science of behavior change: An introduction to the special issue. Behaviour Research and Therapy, 101, 1–2. doi: 10.1016/j.brat.2017.12.005
   PubMed Web of Science ®Google Scholar
• Teixeira, P. J., Carraca, E. V., Marques, M. M., Rutter, H., Oppert, J. M., De Bourdeaudhuij, I., … Brug, J. (2015). Successful behavior change in obesity interventions in adults: A systematic review of self-regulation mediators. BMC Medicine, 13, 84. doi: 10.1186/s12916-015-0323-6
   PubMed Web of Science ®Google Scholar
• Thomas, J., Brunton, J., & Graziosi, S. (2018). Eppi-reviewer 4: Software for research synthesis. Eppi-centre software. London: Social Science Research Unit, UCL Institute of Education. 2010.
   Google Scholar
• Thompson, M. A., Mugavero, M. J., Amico, K. R., Cargil, V. A., Chang, L. W., Gross, R., … Nachega, J. B. (2012). Guidelines for improving entry into and retention in care and antiretroviral adherence for persons with HIV: Evidence-based recommendations from an international association of physicians in AIDS care panel. Annals of Internal Medicine, 156(11), 817–833. doi: 10.7326/0003-4819-156-11-201206050-00419
   PubMed Web of Science ®Google Scholar
• Vrijens, B., De Geest, S., Hughes, D. A., Przemyslaw, K., Demonceau, J., Ruppar, T., … Team, A. B. C. P. (2012). A new taxonomy for describing and defining adherence to medications. British Journal of Clinical Pharmacology, 73(5), 691–705. doi: 10.1111/j.1365-2125.2012.04167.x
   PubMed Web of Science ®Google Scholar
• Weidner, G., Sieverding, M., & Chesney, M. A. (2016). The role of self-regulation in health and illness. Psychology Health & Medicine, 21(2), 135–137. doi: 10.1080/13548506.2015.1115528
   PubMed Web of Science ®Google Scholar
• Wiecek, E., Tonin, F. S., Torres-Robles, A., Benrimoj, S. I., Fernandez-Llimos, F., & Garcia-Cardenas, V. (2019). Temporal effectiveness of interventions to improve medication adherence: A network meta-analysis. PLoS One, 14(3), e0213432. doi: 10.1371/journal.pone.0213432
   PubMed Web of Science ®Google Scholar
• Williams, L., Pines, A., Goldstein-Piekarski, A. N., Rosas, L. G., Kullar, M., Sacchet, M. D., … Ma, J. (2018). The engage study: Integrating neuroimaging, virtual reality and smartphone sensing to understand self-regulation for managing depression and obesity in a precision medicine model. Behavior Research & Therapy, 101, 58–70. doi: 10.1016/j.brat.2017.09.012
   PubMed Web of Science ®Google Scholar
• Williams, G. C., Rodin, G. C., Ryan, R. M., Grolnick, W. S., & Deci, E. L. (1998). Autonomous regulation and long-term medication adherence in adult outpatients. Health Psychology, 17(3), 269–276. doi: 10.1037//0278-6133.17.3.269
   PubMed Web of Science ®Google Scholar