IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0213432.html
   My bibliography  Save this article

Temporal effectiveness of interventions to improve medication adherence: A network meta-analysis

Author

Listed:
  • Elyssa Wiecek
  • Fernanda S Tonin
  • Andrea Torres-Robles
  • Shalom I Benrimoj
  • Fernando Fernandez-Llimos
  • Victoria Garcia-Cardenas

Abstract

Introduction: Adherence-enhancing interventions have been assessed in the literature, however heterogeneity and conflicting findings have prohibited a consensus on the most effective approach to maintain adherence over time. With the ageing population and growth of chronic conditions, evaluation of sustainable strategies to improve and maintain medication adherence long term is paramount. We aimed to determine the comparative effectiveness of interventions for improving medication adherence over time among adults with any clinical condition. Materials and methods: Meta-analyses evaluating interventions to improve medication adherence were searched in PubMed in January 2019 and reviewed for primary studies. Experimental studies with a comparison group assessing an intervention to enhance medication adherence in adult patients with reported adherence outcomes were included. Two authors extracted data for study characteristics, interventions and adherence outcomes. Interventions were categorized into four groups or combinations: educational, attitudinal, technical and rewards. Four network meta-analyses were performed to compare interventions based on patient follow-up time. Medication adherence effect sizes were reported as odds ratios (OR) with a 95% credibility interval (CrI) and surface under the cumulative ranking curve (SUCRA) to allow ranking probabilities. Risk of bias was assessed as per Cochrane guidelines. Results: Data was obtained from 69 meta-analyses with 468 primary studies being included in qualitative synthesis. The four networks compromised of 249 studies in total (0–3 month follow-up: 99 studies, 4–6 months: 104, 7–9 months: 18, ≥10 months: 94). Interventions showing success in follow-ups of less than 10 months varied across time. Significant effects compared to standard of care (SOC) were found in technical (4–6 months: OR 0.34, 95% CrI 0.25–0.45) and attitudinal interventions (7–9 months: 0.37, 0.17–0.84). Multicomponent interventions demonstrated effectiveness compared to standard of care with an additive effect displayed, particularly in longer follow-ups (educational + attitudinal + technical interventions ≥10 months: OR 0.49, 95% CrI 0.27–0.88). Discussion: All interventions reviewed improved medication adherence compared to standard of care. Multicomponent interventions displayed the most promising results in maintenance of long-term medication adherence. Technical and reward components enhanced adherence on a short-term basis, while educational and attitudinal interventions evolved over time to be more effective in follow-ups greater than 7 months. Sustainability of adherence to medications over time is dependent upon multicomponent interventions including educational, attitudinal and technical aspects to modify and enhance patient medication-taking behavior. Future research should focus on the most cost-effective approaches able to be integrated into routine practice.

Suggested Citation

  • Elyssa Wiecek & Fernanda S Tonin & Andrea Torres-Robles & Shalom I Benrimoj & Fernando Fernandez-Llimos & Victoria Garcia-Cardenas, 2019. "Temporal effectiveness of interventions to improve medication adherence: A network meta-analysis," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-16, March.
  • Handle: RePEc:plo:pone00:0213432
    DOI: 10.1371/journal.pone.0213432
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213432
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0213432&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0213432?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Alessandro Liberati & Douglas G Altman & Jennifer Tetzlaff & Cynthia Mulrow & Peter C Gøtzsche & John P A Ioannidis & Mike Clarke & P J Devereaux & Jos Kleijnen & David Moher, 2009. "The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-28, July.
    2. Sujata Sapkota & Jo-anne E Brien & Jerry R Greenfield & Parisa Aslani, 2015. "A Systematic Review of Interventions Addressing Adherence to Anti-Diabetic Medications in Patients with Type 2 Diabetes—Components of Interventions," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-30, June.
    3. Dejan Zurovac & Bruce A Larson & Raymond K Sudoi & Robert W Snow, 2012. "Costs and Cost-Effectiveness of a Mobile Phone Text-Message Reminder Programmes to Improve Health Workers' Adherence to Malaria Guidelines in Kenya," PLOS ONE, Public Library of Science, vol. 7(12), pages 1-6, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ernest Edem Edifor & Regina Brown & Paul Smith & Rick Kossik, 2021. "Non-Adherence Tree Analysis (NATA)—An adherence improvement framework: A COVID-19 case study," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-16, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Elizabeth T Cafiero-Fonseca & Andrew Stawasz & Sydney T Johnson & Reiko Sato & David E Bloom, 2017. "The full benefits of adult pneumococcal vaccination: A systematic review," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-23, October.
    2. Ludoviko Zirimenya & Fatima Mahmud-Ajeigbe & Ruth McQuillan & You Li, 2020. "A systematic review and meta-analysis to assess the association between urogenital schistosomiasis and HIV/AIDS infection," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 14(6), pages 1-13, June.
    3. Trang Nguyen & Sara Holton & Thach Tran & Jane Fisher, 2019. "Informal mental health interventions for people with severe mental illness in low and lower middle-income countries: A systematic review of effectiveness," International Journal of Social Psychiatry, , vol. 65(3), pages 194-206, May.
    4. Natalya Ivanova & Ekaterina Zolotova, 2023. "Landolt Indicator Values in Modern Research: A Review," Sustainability, MDPI, vol. 15(12), pages 1-22, June.
    5. Su Keng Tan & Wai Keung Leung & Alexander Tin Hong Tang & Roger A Zwahlen, 2017. "Effects of mandibular setback with or without maxillary advancement osteotomies on pharyngeal airways: An overview of systematic reviews," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-20, October.
    6. Vecchio, Riccardo & Caso, Gerarda & Cembalo, Luigi & Borrello, Massimiliano, 2020. "Is respondents’ inattention in online surveys a major issue for research?," Economia agro-alimentare / Food Economy, Italian Society of Agri-food Economics/Società Italiana di Economia Agro-Alimentare (SIEA), vol. 22(1), March.
    7. Alessandro Concari & Gerjo Kok & Pim Martens, 2020. "A Systematic Literature Review of Concepts and Factors Related to Pro-Environmental Consumer Behaviour in Relation to Waste Management Through an Interdisciplinary Approach," Sustainability, MDPI, vol. 12(11), pages 1-50, May.
    8. Damiano Pizzol & Mike Trott & Igor Grabovac & Mario Antunes & Anna Claudia Colangelo & Simona Ippoliti & Cristian Petre Ilie & Anne Carrie & Nicola Veronese & Lee Smith, 2021. "Laparoscopy in Low-Income Countries: 10-Year Experience and Systematic Literature Review," IJERPH, MDPI, vol. 18(11), pages 1-11, May.
    9. Yehuda Weizman & Oren Tirosh & Jeanie Beh & Franz Konstantin Fuss & Sonja Pedell, 2021. "Gait Assessment Using Wearable Sensor-Based Devices in People Living with Dementia: A Systematic Review," IJERPH, MDPI, vol. 18(23), pages 1-14, December.
    10. Alessandro Margherita & Emanuele Banchi & Alfredo Biffi & Gianluca di Castri & Rocco Morelli, 2022. "Beyond Total Cost Management (TCM) to Systemic Value Management (SVM): Transformational Trends and a Research Manifesto for an Evolving Discipline," Sustainability, MDPI, vol. 14(19), pages 1-16, October.
    11. Katharina E. Blankart & Frank R. Lichtenberg, 2020. "Are patients more adherent to newer drugs?," Health Care Management Science, Springer, vol. 23(4), pages 605-618, December.
    12. Fabio Magnacca & Riccardo Giannetti, 2024. "Management accounting and new product development: a systematic literature review and future research directions," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 28(2), pages 651-685, June.
    13. Jacob Elnaggar & Fern Tsien & Lucio Miele & Chindo Hicks & Clayton Yates & Melisa Davis, 2019. "An Integrative Genomics Approach for Associating Genetic Susceptibility with the Tumor Immune Microenvironment in Triple Negative Breast Cancer," Biomedical Journal of Scientific & Technical Research, Biomedical Research Network+, LLC, vol. 15(1), pages 1-12, February.
    14. Evans, Rhiannon & White, James & Turley, Ruth & Slater, Thomas & Morgan, Helen & Strange, Heather & Scourfield, Jonathan, 2017. "Comparison of suicidal ideation, suicide attempt and suicide in children and young people in care and non-care populations: Systematic review and meta-analysis of prevalence," Children and Youth Services Review, Elsevier, vol. 82(C), pages 122-129.
    15. Yi Ouyang & Ping-Chao Lee & Ling-Mei Ko, 2022. "A Systematic Review of the Development of Sport Policy Research (2000–2020)," Sustainability, MDPI, vol. 15(1), pages 1-22, December.
    16. Juliane Piasseschi de Bernardin Gonçalves & Giancarlo Lucchetti & Paulo Rossi Menezes & Homero Vallada, 2017. "Complementary religious and spiritual interventions in physical health and quality of life: A systematic review of randomized controlled clinical trials," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-21, October.
    17. Hang-Nga Mai & Jaeil Kim & Youn-Hee Choi & Du-Hyeong Lee, 2020. "Accuracy of Portable Face-Scanning Devices for Obtaining Three-Dimensional Face Models: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 18(1), pages 1-15, December.
    18. Federica Di Spirito & Alessandra Amato & Maria Pia Di Palo & Maria Contaldo & Francesco D’Ambrosio & Roberto Lo Giudice & Massimo Amato, 2022. "Oral Lesions Following Anti-SARS-CoV-2 Vaccination: A Systematic Review," IJERPH, MDPI, vol. 19(16), pages 1-18, August.
    19. Hyun Kim & Navneet Kaur Baidwan & David Kriebel & Manuel Cifuentes & Sherry Baron, 2018. "Asthma among World Trade Center First Responders: A Qualitative Synthesis and Bias Assessment," IJERPH, MDPI, vol. 15(6), pages 1-14, May.
    20. D. L. I. H. K. Peiris & Yanping Duan & Corneel Vandelanotte & Wei Liang & Min Yang & Julien Steven Baker, 2022. "Effects of In-Classroom Physical Activity Breaks on Children’s Academic Performance, Cognition, Health Behaviours and Health Outcomes: A Systematic Review and Meta-Analysis of Randomised Controlled Tr," IJERPH, MDPI, vol. 19(15), pages 1-27, August.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0213432. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.