This paper is in the following e-collection/theme issue:

Viewpoints and Perspectives (514) Big Data (240)

Published on in Vol 22, No 8 (2020): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18150, first published .
The Need to Develop Standard Measures of Patient Adherence for Big Data: Viewpoint

The Need to Develop Standard Measures of Patient Adherence for Big Data: Viewpoint

The Need to Develop Standard Measures of Patient Adherence for Big Data: Viewpoint

Authors of this article:

Przemyslaw Kardas1 Author Orcid Image ;   Isabel Aguilar-Palacio2, 3 Author Orcid Image ;   Marta Almada4 Author Orcid Image ;   Caitriona Cahir5 Author Orcid Image ;   Elisio Costa4 Author Orcid Image ;   Anna Giardini6 Author Orcid Image ;   Sara Malo2, 3 Author Orcid Image ;   Mireia Massot Mesquida7 Author Orcid Image ;   Enrica Menditto8, 9 Author Orcid Image ;   Luís Midão4 Author Orcid Image ;   Carlos Luis Parra-Calderón10 Author Orcid Image ;   Enrique Pepiol Salom11 Author Orcid Image ;   Bernard Vrijens12, 13 Author Orcid Image
Article Authors Cited by (23) Tweetations (11) Metrics

Journals

  1. Aguilar-Palacio I, Rabanaque M, Maldonado L, Chaure A, Abad-Díez J, León-Latre M, Casasnovas J, Malo S. New Male Users of Lipid-Lowering Drugs for Primary Prevention of Cardiovascular Disease: The Impact of Treatment Persistence on Morbimortality. A Longitudinal Study. International Journal of Environmental Research and Public Health 2020;17(20):7653 View
  2. Menditto E, Cahir C, Malo S, Aguilar-Palacio I, Almada M, Costa E, Giardini A, Gil Peinado M, Massot Mesquida M, Mucherino S, Orlando V, Parra-Calderón C, Pepiol Salom E, Kardas P, Vrijens B. Persistence as a Robust Indicator of Medication Adherence-Related Quality and Performance. International Journal of Environmental Research and Public Health 2021;18(9):4872 View
  3. Babel A, Taneja R, Mondello Malvestiti F, Monaco A, Donde S. Artificial Intelligence Solutions to Increase Medication Adherence in Patients With Non-communicable Diseases. Frontiers in Digital Health 2021;3 View
  4. Candio P, Meads D, Hill A, Bojke L. Does providing everyone with free-of-charge organised exercise opportunities work in public health?. Health Policy 2022;126(2):129 View
  5. Tornincasa V, Dixon D, Le Masne Q, Martin B, Arnaud L, van Dommelen P, Koledova E. Integrated Digital Health Solutions in the Management of Growth Disorders in Pediatric Patients Receiving Growth Hormone Therapy: A Retrospective Analysis. Frontiers in Endocrinology 2022;13 View
  6. Campain A, Hockham C, Sukkar L, Rogers K, Chow C, Lung T, Jun M, Pollock C, Cass A, Sullivan D, Comino E, Peiris D, Jardine M. Prior Cardiovascular Treatments—A Key Characteristic in Determining Medication Adherence After an Acute Myocardial Infarction. Frontiers in Pharmacology 2022;13 View
  7. Serhal S, Armour C, Billot L, Krass I, Emmerton L, Saini B, Bosnic-Anticevich S, Bereznicki B, Bereznicki L, Shan S, Campain A. Integrating Pharmacy and Registry Data Strengthens Clinical Assessments of Patient Adherence. Frontiers in Pharmacology 2022;13 View
  8. Ogunrotifa A. Beyond Adherence: The Healthwork of People Living with HIV in Nigeria. Sociological Focus 2022;55(1):85 View
  9. Dramburg S, Perna S, Di Fraia M, Tripodi S, Arasi S, Castelli S, Villalta D, Buzzulini F, Sfika I, Villella V, Potapova E, Brighetti M, Travaglini A, Verardo P, Pelosi S, Matricardi P. Validation Parameters of Patient-Generated Data for Digitally Recorded Allergic Rhinitis Symptom and Medication Scores in the @IT.2020 Project: Exploratory Study. JMIR mHealth and uHealth 2022;10(6):e31491 View
  10. Thorén L, Margolin S, Eliasson E, Bergh J, Lindh J. Adherence to endocrine therapy in early breast cancer in relation to Cytochrome P450 2D6 genotype: a comparison between pharmacy dispensation data and medical records. Breast Cancer Research and Treatment 2023;198(3):499 View
  11. Kardas P, Ágh T, Dima A, Goetzinger C, Potočnjak I, Wettermark B, van Boven J. Half a Century of Fragmented Research on Deviations from Advised Therapies: Is This a Good Time to Call for Multidisciplinary Medication Adherence Research Centres of Excellence?. Pharmaceutics 2023;15(3):933 View
  12. Wendl J, Simon A, Kistler M, Hapfelmeier J, Schneider A, Hapfelmeier A. Medication Adherence and Healthcare Costs in Chronically Ill Patients Using German Claims Data. Applied Health Economics and Health Policy 2023;21(3):477 View
  13. Foley L, Doherty A, Wallace E, Boland F, Hynes L, Murphy A, Molloy G. Exploring the Multidimensional Relationship Between Medication Beliefs and Adherence to Medications Among Older Adults Living With Multimorbidity Using Polynomial Regression: An Observational Cohort Study. Annals of Behavioral Medicine 2023;57(7):561 View
  14. Garcia-Cardenas V, Hughes D, Aguilar-Palacio I, Benrimoj S, Rabanaque M, Martinez-Martinez F, Malo S. Spanish translation of the ABC taxonomy for medication adherence. Research in Social and Administrative Pharmacy 2023;19(9):1292 View
  15. Ebben K, de Kroon C, Schmeink C, van der Hel O, van Vegchel T, Moncada‐Torres A, de Hingh I, van der Werf J. A novel method for continuous measurements of clinical practice guideline adherence. Learning Health Systems 2023;7(4) View
  16. Xu Y, Zheng X, Li Y, Ye X, Cheng H, Wang H, Lyu J. Exploring patient medication adherence and data mining methods in clinical big data: A contemporary review. Journal of Evidence-Based Medicine 2023;16(3):342 View
  17. Kardas P. From non-adherence to adherence: Can innovative solutions resolve a longstanding problem?. European Journal of Internal Medicine 2024;119:6 View
  18. Fuente‐Moreno M, Dima A, Rubio‐Valera M, Baladon L, Chavarria V, Contaldo S, Peña‐Salazar C, Serra‐Sutton V, Hermida‐González P, de Loño J, Rey‐Abella M, Aznar‐Lou I, Serrano‐Blanco A. Evaluation of adherence to antipsychotics: A real‐world data study using four different dosing assumptions. British Journal of Clinical Pharmacology 2024;90(6):1480 View
  19. Rivera Romero O, Chae H, Faienza M, Vergani E, Cheon C, Di Mase R, Frasca F, Lee H, Giavoli C, Kim J, Klain A, Moon J, Iezzi M, Yeh J, Aversa A, Rhie Y, Koledova E. Healthcare professionals’ perspectives towards the digitalisation of paediatric growth hormone therapies: expert panels in Italy and Korea. Frontiers in Endocrinology 2024;15 View
  20. Yin Y. Research on the Construction of Medical Archives Information Resource Sharing Platform under the Background of Digitization. Applied Mathematics and Nonlinear Sciences 2024;9(1) View
  21. Antón M, Molina M, Pérez J, Pina S, Tapiador N, De La Calle B, Martínez M, Ortega P, Ruspaggiari M, Tudela C, Conejo M, Leno P, López M, Marhuenda C, Arias-Cabrales C, Maisonobe P, Herrera A, Candau E. Botulinum Toxin Type A (BoNT-A) Use for Post-Stroke Spasticity: A Multicenter Study Using Natural Language Processing and Machine Learning. Toxins 2024;16(8):340 View
  22. Parvizey S, Nadery Y, Khorasani P, Feizi A. Strategies for Improving Nurses' Performance Regarding Cardiovascular Patient's Adherence to Treatment Regimen: Content Analysis. Iranian Journal of Nursing and Midwifery Research 2023;28(6):758 View

Books/Policy Documents

  1. Kankainen K. Advances in Model and Data Engineering in the Digitalization Era. View