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Biehl JT, Patel R, Lee AJ. Toward the Design of Sensing-Based Medication Adherence Aids That Support Individualized Activities of Daily Living: Survey and Interviews With Patients and Providers. JMIR Hum Factors 2023; 10:e40173. [PMID: 37402141 DOI: 10.2196/40173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 01/29/2023] [Accepted: 05/14/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND Nearly half of Americans taking prescription medications do not take them properly. The resulting implications have a broad impact. Nonadhering patients develop worsened medical conditions and increased comorbidity of disease or die. OBJECTIVE Clinical studies have shown that the most effective strategies for addressing adherence are those that are individualized to the context that each patient and situation require. However, existing aids for adherence are relatively ridged and poorly support adaptation to individual behaviors and lifestyles. The aim of our study was to better understand this design tension. METHODS A series of 3 qualitative studies was conducted: a web-based survey of 200 Americans that investigated existing adherence strategies and behaviors and perception of how hypothetical in-home tracking technologies would assist adherence; in-person semistructured interviews with 20 medication takers from Pittsburgh, PA, that investigated personal adherence behaviors, which included demonstration of medication locations and routines as well as an assessment of hypothetical technologies; and semistructured interviews with 6 pharmacists and 3 family physicians to gain a provider perspective on patient adherence strategies, which included feedback on hypothetical technologies in the context of their patient populations. Inductive thematic coding of all interview data was performed. Studies were conducted consecutively, with the results informing the subsequent studies. RESULTS Synthesized, the studies identified key medication adherence behaviors amenable to technological interventions, distilled important home-sensing literacy considerations, and detailed critical privacy considerations. Specifically, 4 key insights were obtained: medication routines are heavily influenced and adapted by and through the physical location and placement of medications relative to activities of daily living, routines are chosen to be inconspicuous to maintain privacy, the value of provider-involved routines is motivated by a desire to build trust in shared decision-making, and the introduction of new technologies can create further burden on patients and providers. CONCLUSIONS There is considerable potential to improve individual medication adherence by creating behavior-focused interventions that leverage emerging artificial intelligence (AI), machine learning (ML), and in-home Internet of Things (IoT) sensing technologies. However, success will be dependent on the technology's ability to learn effectively and accurately from individual behaviors, needs, and routines and tailor interventions accordingly. Patient routines and attitudes toward adherence will likely affect the use of proactive (eg, AI-assistant routine modification) versus reactive (eg, notification of associated behaviors with missed dosages) intervention strategies. Successful technological interventions must support the detection and tracking of patient routines that can adjust to variations in patient location, schedule, independence, and habituation.
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Affiliation(s)
- Jacob T Biehl
- School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, United States
| | - Ravi Patel
- School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, United States
| | - Adam J Lee
- School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, United States
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Tho NV, Quan VTT, Dung DV, Phu NH, Dinh-Xuan AT, Lan LTT. GINA Implementation Improves Asthma Symptoms Control and Lung Function: A Five-Year Real-World Follow-Up Study. J Pers Med 2023; 13:jpm13050809. [PMID: 37240979 DOI: 10.3390/jpm13050809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/03/2023] [Accepted: 05/08/2023] [Indexed: 05/28/2023] Open
Abstract
Symptoms control remains challenging for most patients with asthma. This study was conducted to evaluate the level of asthma symptoms control and lung function over 5 years of GINA (Global INitiative for Asthma) implementation. We included all patients with asthma who had been managed following GINA recommendations at the Asthma and COPD Outpatient Care Unit (ACOCU) of the University Medical Center in Ho Chi Minh City, Vietnam from October 2006 to October 2016. Of 1388 patients with asthma managed following GINA recommendations, the proportion of patients with well-controlled asthma significantly improved from 2.6% at baseline to 66.8% at month 3, 64.8% at year 1, 59.6% at year 2, 58.6% at year 3, 57.7% at year 4, and 59.5% at year 5 (p < 0.0001 for all comparisons). The proportion of patients with persistent airflow limitation significantly decreased from 26.7% at baseline to 12.6% at year 1 (p < 0.0001), 14.4% at year 2 (p < 0.0001), 15.9% at year 3 (p = 0.0006), 12.7% at year 4 (p = 0.0047), and 12.2% at year 5 (p = 0.0011). In patients with asthma managed according to GINA recommendations, asthma symptoms control and lung function improved after 3 months and the improvement was sustained over 5 years.
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Affiliation(s)
- Nguyen Van Tho
- Department of Tuberculosis and Lung Diseases, Faculty of Medicine, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
- Department of Pulmonary Functional Exploration, University Medical Center, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | - Vu Tran Thien Quan
- Department of Pulmonary Functional Exploration, University Medical Center, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
- Department of Pathophysiology-Immunology, Faculty of Medicine, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | - Do Van Dung
- Department of Biostatistics, Faculty of Public Health, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | - Nguyen Hoang Phu
- Department of Pulmonology, Dong Nai General Hospital, Bien Hoa City, Vietnam
| | - Anh Tuan Dinh-Xuan
- AP-HP, Hôpital Cochin, Service de Physiologie-Explorations Fonctionnelles, Paris, France
| | - Le Thi Tuyet Lan
- Department of Pulmonary Functional Exploration, University Medical Center, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
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Jarvis D, Newson R, Janson C, Corsico A, Heinrich J, Anto JM, Abramson MJ, Kirsten AM, Zock JP, Bono R, Demoly P, Leynaert B, Raherison C, Pin I, Gislason T, Jogi R, Schlunssen V, Svanes C, Watkins J, Weyler J, Pereira-Vega A, Urrutia I, Gullón JA, Forsberg B, Probst-Hensch N, Boezen HM, Martinez-Moratalla Rovira J, Accordini S, de Marco R, Burney P. Prevalence of asthma-like symptoms with ageing. Thorax 2017; 73:37-48. [PMID: 28974648 PMCID: PMC5738606 DOI: 10.1136/thoraxjnl-2016-209596] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 06/15/2017] [Accepted: 06/19/2017] [Indexed: 11/24/2022]
Abstract
Background Change in the prevalence of asthma-like symptoms in populations of ageing adults is likely to be influenced by smoking, asthma treatment and atopy. Methods The European Community Respiratory Health Survey collected information on prevalent asthma-like symptoms from representative samples of adults aged 20–44 years (29 centres in 13 European countries and Australia) at baseline and 10 and 20 years later (n=7844). Net changes in symptom prevalence were determined using generalised estimating equations (accounting for non-response through inverse probability weighting), followed by meta-analysis of centre level estimates. Findings Over 20 years the prevalence of ‘wheeze’ and ‘wheeze in the absence of a cold’ decreased (−2.4%, 95% CI −3.5 to −1.3%; −1.5%, 95% CI −2.4 to −0.6%, respectively) but the prevalence of asthma attacks, use of asthma medication and hay fever/nasal allergies increased (0.6%, 95% CI 0.1 to 1.11; 3.6%, 95% CI 3.0 to 4.2; 2.7%, 95% CI 1.7 to 3.7). Changes were similar in the first 10 years compared with the second 10 years, except for hay fever/nasal allergies (increase seen in the first 10 years only). Decreases in these wheeze-related symptoms were largely seen in the group who gave up smoking, and were seen in those who reported hay fever/nasal allergies at baseline. Interpretation European adults born between 1946 and 1970 have, over the last 20 years, experienced less wheeze, although they were more likely to report asthma attacks, use of asthma medication and hay fever. Decrease in wheeze is largely attributable to smoking cessation, rather than improved treatment of asthma. It may also be influenced by reductions in atopy with ageing.
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Affiliation(s)
- Debbie Jarvis
- Population Health and Occupational Disease, National Heart and Lung Institute, Imperial College, London, UK.,MRC-PHE Centre for Environment and Health, Imperial College London, London, UK
| | - Roger Newson
- Department of Primary Care and Public Health, Imperial College London, London, UK
| | - Christer Janson
- Department of Medical Sciences: Respiratory, Allergy and Sleep Research, Uppsala University, Uppsala, Sweden
| | - Angelo Corsico
- Division of Respiratory Diseases, IRCCS Policlinico San Matteo Foundation, Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy
| | - Joachim Heinrich
- Institute and Outpatient Clinic for Occupational, Social and Environmental Medicine, Clinical Center, Ludwig Maximilian University, Comprehensive Pneumology Centre Munich, German Centre for Lung Research, Muenchen, Germany
| | - Josep M Anto
- ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain.,Universitat Pompeu Fabra (UPF), Barcelona, Spain.,CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.,Institut Municipal d'Investigació Mèdica (IMIM), Barcelona, Spain
| | - Michael J Abramson
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Anne-Marie Kirsten
- Pulmonary Research Institute at Lung Clinic Grosshansdorf, Grosshansdorf, Germany
| | - Jan Paul Zock
- ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain.,Universitat Pompeu Fabra (UPF), Barcelona, Spain.,CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Roberto Bono
- Department of Public Health and Pediatrics, University of Turin, Turin, Italy
| | - Pascal Demoly
- University Hospital of Montpellier, Montpellier, France.,Sorbonne Universités, Paris, France
| | - Bénédicte Leynaert
- Inserm UMR 1152-Equipe Epidémiologie, Université Paris Diderot, Paris, France
| | - Chantal Raherison
- Inserm-U1219 Bordeaux Population Health Research Center, Bordeaux University, Bordeaux, France
| | - Isabelle Pin
- INSERM, IAB, Team of Environmental Epidemiology applied to Reproduction and Respiratory Health, Grenoble, France.,Department of Pédiatrie, CHU de Grenoble Alpes, Grenoble, France
| | - Thorarinn Gislason
- Department of Respiratory Medicine and Sleep, Landspitali, The National University Hospital of Iceland, Reykjavik, Iceland.,Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Rain Jogi
- Tartu University Hospital, Lung Clinic, Estonia, Europe
| | - Vivi Schlunssen
- Department of Public Health, Aarhus University, Aarhus, Denmark.,National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Cecilie Svanes
- Centre for International Health, University of Bergen, Bergen, Norway.,Department of Occupational Medicine, Haukeland University Hospital, Bergen, Norway
| | - John Watkins
- Public Health Wales, Cardiff, Wales.,University of Cardiff, Cardiff, Wales
| | - Joost Weyler
- Department of Epidemiology and Social Medicine (ESOC), Faculty of Medicine and Health Sciences, StatUA Statistics Centre, University of Antwerp, Antwerp, Belgium
| | - Antonio Pereira-Vega
- Respiratory and Allergy Clinical Unit, Universitary Hospitalary Complex, Huelva, Spain
| | - Isabel Urrutia
- Department of Respiratory, Galdakao Hospital, Galdakao, Spain
| | - Jose A Gullón
- Servicio Neumología, Hospital Universitario San Agustín, Avilés, Spain
| | - Bertil Forsberg
- Public Health and Clinical Medicine, Occupational and Environmental Medicine, University of Umea, Umea, Sweden
| | - Nicole Probst-Hensch
- Department Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland
| | - H Marike Boezen
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Jesús Martinez-Moratalla Rovira
- Servicio de Neumología, Complejo Hospitalario Universitario, Albacete, Spain.,Facultad de Medicina Albacete, University of Castilla-La Mancha, Ciudad Real, Spain
| | - Simone Accordini
- Unit of Epidemiology and Medical Statistics, Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Roberto de Marco
- Unit of Epidemiology and Medical Statistics, Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Peter Burney
- Population Health and Occupational Disease, National Heart and Lung Institute, Imperial College, London, UK.,MRC-PHE Centre for Environment and Health, Imperial College London, London, UK
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Patel M, Shaw D. A review of standard pharmacological therapy for adult asthma – Steps 1 to 5. Chron Respir Dis 2015; 12:165-76. [PMID: 25711467 DOI: 10.1177/1479972315573529] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The aim of pharmacological therapy for asthma is to improve symptoms and lung function and minimize the risk of asthma attacks. The intensity of treatment is based on the level of asthma control and the potential risk of future deterioration. In the British asthma guidelines, treatments are divided into steps 1 to 5, with each step signifying a need for an increase in therapy in response to symptoms or to prevent exacerbations. Treatments comprise of inhaled or systemic medications. Inhaled therapy includes short-acting and long-acting medication to improve symptoms and inhaled corticosteroids that reduce airway inflammation. Systemic treatments include medications that act on specific biological pathways, such as the leukotriene or immunoglobulin E pathways, or systemic corticosteroids. In choosing a particular therapy, treatment benefits are balanced by the potential risks of medication-related adverse effects. This review will provide a practical guide to the key pharmacological therapies for adult asthma at steps 1 to 5 based on British guidelines and consider future options for new treatments.
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Affiliation(s)
- Mitesh Patel
- Nottingham Respiratory Research Unit, Division of Respiratory Medicine, School of Medicine, University of Nottingham, Nottingham City Hospital, Nottingham, UK
| | - Dominick Shaw
- Nottingham Respiratory Research Unit, Division of Respiratory Medicine, School of Medicine, University of Nottingham, Nottingham City Hospital, Nottingham, UK
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