Published on in Vol 5, No 3 (2017): March

Cloudy with a Chance of Pain: Engagement and Subsequent Attrition of Daily Data Entry in a Smartphone Pilot Study Tracking Weather, Disease Severity, and Physical Activity in Patients With Rheumatoid Arthritis

Cloudy with a Chance of Pain: Engagement and Subsequent Attrition of Daily Data Entry in a Smartphone Pilot Study Tracking Weather, Disease Severity, and Physical Activity in Patients With Rheumatoid Arthritis

Cloudy with a Chance of Pain: Engagement and Subsequent Attrition of Daily Data Entry in a Smartphone Pilot Study Tracking Weather, Disease Severity, and Physical Activity in Patients With Rheumatoid Arthritis

Journals

  1. Druce K, McBeth J, van der Veer S, Selby D, Vidgen B, Georgatzis K, Hellman B, Lakshminarayana R, Chowdhury A, Schultz D, Sanders C, Sergeant J, Dixon W. Recruitment and Ongoing Engagement in a UK Smartphone Study Examining the Association Between Weather and Pain: Cohort Study. JMIR mHealth and uHealth 2017;5(11):e168 View
  2. Luo D, Wang P, Lu F, Elias J, Sparks J, Lee Y. Mobile Apps for Individuals With Rheumatoid Arthritis. JCR: Journal of Clinical Rheumatology 2019;25(3):133 View
  3. Murphy M, Hollinghurst S, Salisbury C. Patient understanding of two commonly used patient reported outcome measures for primary care: a cognitive interview study. BMC Family Practice 2018;19(1) View
  4. K. Trivedi D, A. Hollywood K, Goodacre R. Metabolomics for the masses: The future of metabolomics in a personalized world. European Journal of Molecular & Clinical Medicine 2017;3(6):294 View
  5. Metcalf C, Huntsman M, Garcia G, Kochanski A, Chikinda M, Watanabe E, Underwood T, Vanegas F, Smith M, White H, Bulaj G. Music-Enhanced Analgesia and Antiseizure Activities in Animal Models of Pain and Epilepsy: Toward Preclinical Studies Supporting Development of Digital Therapeutics and Their Combinations With Pharmaceutical Drugs. Frontiers in Neurology 2019;10 View
  6. Lancaster C, Koychev I, Blane J, Chinner A, Wolters L, Hinds C. Evaluating the Feasibility of Frequent Cognitive Assessment Using the Mezurio Smartphone App: Observational and Interview Study in Adults With Elevated Dementia Risk. JMIR mHealth and uHealth 2020;8(4):e16142 View
  7. Jacquemin C, Molto A, Servy H, Sellam J, Foltz V, Gandjbakhch F, Hudry C, Mitrovic S, Granger B, Fautrel B, Gossec L. Flares assessed weekly in patients with rheumatoid arthritis or axial spondyloarthritis and relationship with physical activity measured using a connected activity tracker: a 3-month study. RMD Open 2017;3(1):e000434 View
  8. Bate A, Reynolds R, Caubel P. The hope, hype and reality of Big Data for pharmacovigilance. Therapeutic Advances in Drug Safety 2018;9(1):5 View
  9. Dixon W, Beukenhorst A, Yimer B, Cook L, Gasparrini A, El-Hay T, Hellman B, James B, Vicedo-Cabrera A, Maclure M, Silva R, Ainsworth J, Pisaniello H, House T, Lunt M, Gamble C, Sanders C, Schultz D, Sergeant J, McBeth J. How the weather affects the pain of citizen scientists using a smartphone app. npj Digital Medicine 2019;2(1) View
  10. Schultz D, Beukenhorst A, Yimer B, Cook L, Pisaniello H, House T, Gamble C, Sergeant J, McBeth J, Dixon W. Weather Patterns Associated with Pain in Chronic-Pain Sufferers. Bulletin of the American Meteorological Society 2020;101(5):E555 View
  11. Seppen B, Wiegel J, L'ami M, Duarte dos Santos Rico S, Catarinella F, Turkstra F, Boers M, Bos W. Feasibility of Self-Monitoring Rheumatoid Arthritis With a Smartphone App: Results of Two Mixed-Methods Pilot Studies. JMIR Formative Research 2020;4(9):e20165 View
  12. Crouthamel M, Quattrocchi E, Watts S, Wang S, Berry P, Garcia-Gancedo L, Hamy V, Williams R. Using a ResearchKit Smartphone App to Collect Rheumatoid Arthritis Symptoms From Real-World Participants: Feasibility Study. JMIR mHealth and uHealth 2018;6(9):e177 View
  13. Pham Q, Graham G, Carrion C, Morita P, Seto E, Stinson J, Cafazzo J. A Library of Analytic Indicators to Evaluate Effective Engagement with Consumer mHealth Apps for Chronic Conditions: Scoping Review. JMIR mHealth and uHealth 2019;7(1):e11941 View
  14. Nowell W, Curtis J, Nolot S, Curtis D, Venkatachalam S, Owensby J, Poon J, Calvin A, Kannowski C, Faries D, Gavigan K, Haynes V. Digital Tracking of Rheumatoid Arthritis Longitudinally (DIGITAL) Using Biosensor and Patient-Reported Outcome Data: Protocol for a Real-World Study. JMIR Research Protocols 2019;8(9):e14665 View
  15. Beukenhorst A, Parkes M, Cook L, Barnard R, van der Veer S, Little M, Howells K, Sanders C, Sergeant J, O'Neill T, McBeth J, Dixon W. Collecting Symptoms and Sensor Data With Consumer Smartwatches (the Knee OsteoArthritis, Linking Activity and Pain Study): Protocol for a Longitudinal, Observational Feasibility Study. JMIR Research Protocols 2019;8(1):e10238 View
  16. Toh S. Pharmacoepidemiology in the Era of Real-World Evidence. Current Epidemiology Reports 2017;4(4):262 View
  17. Jacquemin C, Servy H, Molto A, Sellam J, Foltz V, Gandjbakhch F, Hudry C, Mitrovic S, Fautrel B, Gossec L. Physical Activity Assessment Using an Activity Tracker in Patients with Rheumatoid Arthritis and Axial Spondyloarthritis: Prospective Observational Study. JMIR mHealth and uHealth 2018;6(1):e1 View
  18. Meyerowitz-Katz G, Ravi S, Arnolda L, Feng X, Maberly G, Astell-Burt T. A systematic review and meta-analysis of rates of attrition and dropout in app-based interventions for chronic disease (Preprint). Journal of Medical Internet Research 2020 View
  19. Druce K, Dixon W, McBeth J. Maximizing Engagement in Mobile Health Studies. Rheumatic Disease Clinics of North America 2019;45(2):159 View
  20. Feustel C, Aggarwal S, Lee B, Wilcox L. People Like Me. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2018;2(3):1 View
  21. Andersen M, Yvellez O, El Jurdi K, Sossenheimer P, Lei D, Pearl T, Zmeter N, Rubin D. Simplification of Validated Patient-Reported Outcome Instruments in Inflammatory Bowel Disease. Crohn's & Colitis 360 2019;1(3) View
  22. Bauer S, Breyer B, Oni-Orisan A, Steinman M, Sim I, McCulloch C, Kenfield S. PERSONAL: Feasibility Study Protocol for Placebo-Controlled, Randomized n-of-1 Trials of Tamsulosin for Lower Urinary Tract Symptoms. Frontiers in Digital Health 2020;2 View
  23. Curtis K, Price K. Factors that influence older people’s engagement with digital health technology. Nursing Older People 2017;29(10):27 View
  24. White K, Ivan A, Williams R, Galloway J, Norton S, Matcham F. Remote Measurement in Rheumatoid Arthritis: Qualitative Analysis of Patient Perspectives. JMIR Formative Research 2021;5(3):e22473 View
  25. Minen M, Adhikari S, Padikkala J, Tasneem S, Bagheri A, Goldberg E, Powers S, Lipton R. Smartphone‐Delivered Progressive Muscle Relaxation for the Treatment of Migraine in Primary Care: A Randomized Controlled Trial. Headache: The Journal of Head and Face Pain 2020;60(10):2232 View
  26. Jones S, Hue W, Kelly R, Barnett R, Henderson V, Sengupta R. Determinants of Longitudinal Adherence in Smartphone-Based Self-Tracking for Chronic Health Conditions. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2021;5(1):1 View
  27. Lee Y, Lu F, Colls J, Luo D, Wang P, Dunlop D, Muhammad L, Song J, Michaud K, Solomon D. Outcomes of a Mobile App to Monitor Patient‐Reported Outcomes in Rheumatoid Arthritis: A Randomized Controlled Trial. Arthritis & Rheumatology 2021;73(8):1421 View
  28. Beukenhorst A, Druce K, De Cock D. Smartphones for musculoskeletal research – hype or hope? Lessons from a decennium of mHealth studies. BMC Musculoskeletal Disorders 2022;23(1) View
  29. Rennie K, Lawlor E, Yassaee A, Booth A, Westgate K, Sharp S, Tyrrell C, Aral M, Wareham N. Engagement With mHealth COVID-19 Digital Biomarker Measurements in a Longitudinal Cohort Study: Mixed Methods Evaluation. Journal of Medical Internet Research 2023;25:e40602 View
  30. Doumen M, De Cock D, Van Lierde C, Betrains A, Pazmino S, Bertrand D, Westhovens R, Verschueren P. Engagement and attrition with eHealth tools for remote monitoring in chronic arthritis: a systematic review and meta-analysis. RMD Open 2022;8(2):e002625 View
  31. Gledson A, Lowe D, Reani M, Topping D, Hall I, Cruickshank S, Harwood A, Woodcock J, Jay C. A comparison of experience sampled hay fever symptom severity across rural and urban areas of the UK. Scientific Reports 2023;13(1) View
  32. Campbell C, Feehan M, Kanitscheider C, Makena P, Cai J, Baxter S. Designing Studies to Inform Tobacco Harm Reduction: Learnings From an Oral Nicotine Pouch Actual Use Pilot Study. JMIR Formative Research 2022;6(8):e37573 View
  33. Ando F, Takabayashi K, Fujita S, Nakajima H, Hanaoka H, Suzuki T. Seasonal exacerbation of rheumatoid arthritis detected by big claims data analysis: A retrospective population study. Modern Rheumatology 2023;33(1):46 View
  34. RANI AITHA S, MARPAKA S, T C, E B, RANI KASUKURTHI S. BIG DATA ANALYTICS IN PHARMACOVIGILANCE - A GLOBAL TREND. Asian Journal of Pharmaceutical and Clinical Research 2021:19 View
  35. Oakley-Girvan I, Yunis R, Longmire M, Ouillon J. What Works Best to Engage Participants in Mobile App Interventions and e-Health: A Scoping Review. Telemedicine and e-Health 2021 View
  36. Mollard E, Pedro S, Schumacher R, Michaud K. Smartphone-based behavioral monitoring and patient-reported outcomes in adults with rheumatic and musculoskeletal disease. BMC Musculoskeletal Disorders 2022;23(1) View
  37. Das R, Muldoon M, Lunt M, McBeth J, Yimer B, House T, Buchan I. Modelling and classifying joint trajectories of self-reported mood and pain in a large cohort study. PLOS Digital Health 2023;2(3):e0000204 View
  38. Rao K, Speier W, Meng Y, Wang J, Ramesh N, Xie F, Su Y, Nowell W, Curtis J, Arnold C. Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study. JMIR Formative Research 2023;7:e43107 View
  39. Hassan L, Eisner E, Berry K, Emsley R, Ainsworth J, Lewis S, Haddock G, Edge D, Bucci S. User engagement in a randomised controlled trial for a digital health intervention for early psychosis (Actissist 2.0 trial). Psychiatry Research 2023;329:115536 View
  40. Wang D, Zheng Z, Yu H, Dou D, Gao Y, Xu S, Li Z, Sun L, Qiu X, Zhong X. Impact of humid climate on rheumatoid arthritis faecal microbiome and metabolites. Scientific Reports 2023;13(1) View
  41. Razaghizad A, McKee T, Malhamé I, Friedrich M, Giannetti N, Coristine A, Johnson A, Ashley E, Hershman S, Struck B, Krastev S, Pilat D, Sharma A. Mobile Health Fitness Interventions. JACC: Advances 2023;2(8):100613 View
  42. Arumalla N, Chan C, Gibson M, Man Y, Adas M, Norton S, Galloway J, Garrood T. The Clinical Impact of Electronic Patient‐Reported Outcome Measures in the Remote Monitoring of Inflammatory Arthritis: A Systematic Review and Meta‐analysis. Arthritis & Rheumatology 2023;75(11):1892 View
  43. Chan G, Nwagu C, Odenigbo I, Alslaity A, Orji R. The Shape of Mobile Health: A Systematic Review of Health Visualization on Mobile Devices. International Journal of Human–Computer Interaction 2024:1 View
  44. Watson K, Sheldon H, Pallari E, Arumalla N, Olive R, Boiko O, Aznar C, Adams E, Bosworth A, Demetriou L, Martin M, Palmer M, Sinclair P, Smith E, Sevdalis N, Walker A, Garrood T. Remote monitoring of patients with rheumatoid arthritis in a low disease activity state: a mixed methods evaluation across six hospitals in London, UK. Rheumatology 2024;63(10):2721 View
  45. Benavent D, Carmona L, Llorente J, Montoro M, Ramirez S, Otón T, Loza E, Gómez-Centeno A. Empowering rheumatology through digital health technologies: contributions and barriers. Exploration of Musculoskeletal Diseases 2024;2(2):92 View
  46. Bucci S, Berry N, Ainsworth J, Berry K, Edge D, Eisner E, Emsley R, Forbes G, Hassan L, Lewis S, Machin M, Haddock G. Effects of Actissist, a digital health intervention for early psychosis: A randomized clinical trial. Psychiatry Research 2024;339:116025 View
  47. van Leersum C, Jaschinski C, Bults M, van der Zwart J. Citizen involvement in research on technological innovations for health, care or well-being: a scoping review. Health Research Policy and Systems 2024;22(1) View
  48. Copland R, Hanke S, Rogers A, Mpaltadoros L, Lazarou I, Zeltsi A, Nikolopoulos S, MacDonald T, Mackenzie I. The Digital Platform and Its Emerging Role in Decentralized Clinical Trials. Journal of Medical Internet Research 2024;26:e47882 View
  49. Goodday S, Karlin E, Brooks A, Chapman C, Harry C, Lugo N, Peabody S, Rangwala S, Swanson E, Tempero J, Yang R, Karlin D, Rabinowicz R, Malkin D, Travis S, Walsh A, Hirten R, Sands B, Bettegowda C, Holdhoff M, Wollett J, Szajna K, Dirmeyer K, Dodd A, Hutchinson S, Ramotar S, Grant R, Boch A, Wildman M, Friend S. Value of Engagement in Digital Health Technology Research: Evidence Across 6 Unique Cohort Studies. Journal of Medical Internet Research 2024;26:e57827 View
  50. Trivedi D, Roja R, Künnemann E. Herbal remedies as a potential alternative therapy for arthritis. Academia Biology 2023;1(4) View

Books/Policy Documents

  1. Horton D, Bhullar H, Carty L, Cunningham F, Ogdie A, Sultana J, Trifirò G. Pharmacoepidemiology. View
  2. Gatto N, Sobel R, Geier J, Mo J, Bate A, Reynolds R. Pharmacoepidemiology. View
  3. Tanveer A, Yadav K, Dwivedi S, Gupta S, Yadav P, Yadav D. Biotechnology in Healthcare, Volume 1. View
  4. Cao L, Yuan Q. Frontier Computing. View