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Fan KG, Mandel J, Agnihotri P, Tai-Seale M. Remote Patient Monitoring Technologies for Predicting Chronic Obstructive Pulmonary Disease Exacerbations: Review and Comparison. JMIR Mhealth Uhealth 2020; 8:e16147. [PMID: 32348262 PMCID: PMC7273236 DOI: 10.2196/16147] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 02/11/2020] [Accepted: 03/23/2020] [Indexed: 12/16/2022] Open
Abstract
Background Chronic obstructive pulmonary disease (COPD) is the third leading cause of death by disease worldwide and has a 30-day readmission rate of 22.6%. In 2015, COPD was added to the Medicare Hospital Readmission Reductions Program. Objective The objective of this paper was to survey the current medical technologies for remote patient monitoring (RPM) tools that forecast COPD exacerbations in order to reduce COPD readmissions. Methods We searched literature and digital health news to find commercially available RPM devices focused on predicting COPD exacerbations. These technologies were reviewed and compared according to four criteria: forecasting ability, cost, ease of use, and appearance. A rating system was developed to facilitate the evaluation process. Results As of June 2019, a list of handheld and hands-free devices was compiled. We compared features and found substantial variations. Devices that ranked higher on all criteria tended to have a high or unlisted price. Commonly mass-marketed devices like the pulse oximeter and spirometer surprisingly fulfilled the least criteria. Conclusions The COPD RPM technologies with most technological promise and compatibility with daily living appear to have high or unlisted prices. Consumers and providers need better access to product information to make informed decisions.
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Affiliation(s)
| | - Jess Mandel
- Division of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Parag Agnihotri
- University of California San Diego Health Population Health Services Organization, University of California San Diego, La Jolla, CA, United States
| | - Ming Tai-Seale
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, United States
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Acute respiratory illness among a prospective cohort of pediatric patients using emergency medical services in India: Demographic and prehospital clinical predictors of mortality. PLoS One 2020; 15:e0230911. [PMID: 32240227 PMCID: PMC7117723 DOI: 10.1371/journal.pone.0230911] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 03/12/2020] [Indexed: 01/01/2023] Open
Abstract
Background In India, acute respiratory illnesses, including pneumonia, are the leading cause of early childhood death. Emergency medical services are a critical component of India’s public health infrastructure; however, literature on the prehospital care of pediatric patients in low- and middle-income countries is minimal. The aim of this study is to describe the demographic and clinical characteristics associated with 30-day mortality among a cohort of pediatric patients transported via ambulance in India with an acute respiratory complaint. Methods Pediatric patients less than 18 years of age using ambulance services in one of seven states in India, with a chief complaint of “shortness of breath”, or a “fever” with associated “difficulty breathing” or “cough”, were enrolled prospectively. Patients were excluded if evidence of choking, trauma or fire-related injury, patient was absent on ambulance arrival, or refused transport. Primary exposures included demographic, environmental, and clinical indicators, including hypoxemia and respiratory distress. The primary outcome was 7 and 30-day mortality. Multivariable logistic regression, stratified by transport type, was constructed to estimate associations between demographic and clinical predictors of mortality. Results A total of 1443 patients were enrolled during the study period: 981 (68.5%) were transported from the field, and 452 (31.5%) were interfacility transports. Thirty-day response was 83.4% (N = 1222). The median age of all patients was 2 years (IQR: 0.17–10); 93.9% (N = 1347) of patients lived on family incomes below the poverty level; and 54.1% (N = 706) were male. Cumulative mortality at 2, 7, and 30-days was 5.2%, 7.1%, and 7.7%, respectively; with 94 deaths by 30 days. Thirty-day mortality was greatest among those 0–28 days (N = 38,17%); under-5 mortality was 9.8%. In multivariable modeling prehospital oxygen saturation <95% (OR: 3.18 CI: 1.77–5.71) and respiratory distress (OR: 3.72 CI: 2.17–6.36) were the strongest predictors of mortality at 30 days. Conclusions This is the first study to detail prehospital predictors of death among pediatric patients with shortness of breath in LMICs. The risk of death is particularly high among neonates and those with documented mild hypoxemia, or respiratory distress. Early recognition of critically ill children, targeted prehospital interventions, and diversion to higher level of care may help to mitigate the mortality burden in this population.
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53
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Pulse oximetry in paediatric primary care in low-income and middle-income countries. THE LANCET RESPIRATORY MEDICINE 2019; 7:1001-1002. [PMID: 31631030 DOI: 10.1016/s2213-2600(19)30358-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 09/27/2019] [Indexed: 11/20/2022]
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Hoffman JIE. False negative diagnoses of critical congenital heart disease with screening neonatal pulse oximetry. J Neonatal Perinatal Med 2019; 13:5-9. [PMID: 31594260 DOI: 10.3233/npm-190297] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND False negative pulse oximeter results occur in new born infants with critical congenital heart disease who have an oximeter saturation ≥95%. Some of these infants have abnormal physical findings but others do not. OBJECTIVES To determine the causes of false negative results. METHODS Mathematical analysis of determinants of arterial oxygen saturation and discussion of oximeter bias. RESULTS False negative oximeter results are not rare; the sensitivity of pulse oximetry screening for critical congenital heart disease is about 80%. The high saturation may be due to a very small right-to-left shunt at the time of study, a relatively high cardiac output and mixed venous saturation, or to positive bias in oximeter readings. It may also be due to some critical congenital heart lesions that do not show desaturation at the time of testing. CONCLUSIONS A diagnosis of a normal heart based on a negative oximeter test is presumptive, and requires careful follow-up for 1-2 weeks after birth.
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Affiliation(s)
- J I E Hoffman
- Department of Pediatrics, University of California, San Francisco, CA, USA
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55
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Wrist-Sensor Pulse Oximeter Enables Prolonged Patient Monitoring in Chronic Lung Diseases. J Med Syst 2019; 43:230. [PMID: 31201528 DOI: 10.1007/s10916-019-1317-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 05/01/2019] [Indexed: 12/20/2022]
Abstract
Pulse oximetry is an important diagnostic tool in monitoring and treating both in-patients and ambulatory patients. Modern pulse oximeters exploit different body sites (eg fingertip, forehead or earlobe). All those are bulky and uncomfortable, resulting in low patient compliance. Therefore, we evaluated the accuracy and precision of a wrist-sensor pulse oximeter (Oxitone-1000, Oxitone Medical) vs. the traditional fingertip device. Fifteen healthy volunteers and 23 patients were recruited. The patient group included chronic obstructive pulmonary disease (COPD) (N = 8), asthma (N = 6), sarcoidosis (N = 5) and others. Basic demographic data, skin tone type, smoking status and medical history were recorded. Blood oxygen level (SpO2) and pulse-rate values were determined by a non-invasive pulse oximeter (Reference, a conventional FDA-cleared fingertip pulse oximeter) and by Oxitone-1000. All tests were performed in singleton and in a blinded fashion. The measurements were done in sitting and standing positions, as well as after a 6-min walk test. The mean age was 60.4 ± 9.83 years, 55% were male. No significant differences were observed between the wrist-sensor and the traditional fingertip pulse oximeters in all tested parameters. Mean SpO2 was 96.45% vs. 97.18% and the mean pulse was 74.64 vs. 74.6 bpm (Oxitone-1000 vs. Reference, respectively, p < 0.0001). Precision rate was 2.28472% and the accuracy was met (Arms -Root mean-square-error < 3%). The Oxitone-1000 is both accurate and precise for SpO2 and pulse measurements during daily activities of pulmonary patients, and is not inferior to standard devices for spot checking or short period examinations. Its wrist-sensor design is comfortable and provides the advantage of extended use.
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56
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Liu X, Xiao R, Gadhoumi K, Tran N, Smielewski P, Czosnykan M, Hetts SW, Ko N, Hu X. Continuous monitoring of cerebrovascular reactivity through pulse transit time and intracranial pressure. Physiol Meas 2019; 40:01LT01. [PMID: 30577032 PMCID: PMC7197410 DOI: 10.1088/1361-6579/aafab1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Cerebrovascular reactivity (CR) is a mechanism that maintains stable blood flow supply to the brain. Pressure reactivity index (PRx), the correlation coefficient between slow waves of invasive arterial blood pressure (ABP) and intracranial pressure (ICP) has been validated for CR assessment. However, in clinical ward, not every subarachnoid hemorrhage (SAH) patient has invasive ABP monitoring. Pulse transit time (PTT), the propagation time of a pulse wave travelling from the heart to peripheral arteries, has been suggested as a surrogate measure of ABP. In this study, we proposed to use PTT instead of invasive ABP to monitor CR. APPROACH Forty-five SAH patients with simultaneous recordings of invasive ABP, ICP, oxygen saturation level (SpO2) and electrocardiograph (ECG) were included. PTT was calculated as the time from the ECG R-wave peak to the onset of SpO2. PTT based pressure reactivity index (tPRx) was calculated as the correlation coefficient between slow waves of PTT and ICP. Wavelet tPRx (wtRx) was calculated as the cosine of wavelet phase shift between PTT and ICP. Meanwhile, PRx and wPRx were also calculated using invasive ABP and ICP as input. MAIN RESULTS The result showed a negative relationship between PTT and ABP (r = -0.58, p < 0.001). tPRx negatively correlated with PRx (r = -0.51, p = 0.003). Wavelet method correlated well with correlation method demonstrated through positive relationship between wPRx and PRx (r = 0.82, p < 0.001) as well as wtPRx and tPRx (r = 0.84, p < 0.001). SIGNIFICANCE PTT demonstrates great potential as a useful tool for CR assessment when invasive ABP is unavailable. Key points • Pulse transit time (PTT), defined as the propagation time of a pulse wave travelling from the heart to the peripheral arteries, has been proposed as a surrogate measure of ABP. The relationship between PTT and ABP in SAH patients remains unknown. • Cerebrovascular reactivity (CR) assessment through PTT has advantages over invasive ABP, as it avoids bleeding and infection risk, and can be used outside of the ICU. • We introduced a new method to assess CR using PTT and ICP through correlation based method and wavelet based method. • We found that beat-to-beat PTT was negatively related with invasive ABP in SAH patients. A significant linear relationship exists between PTT-based CR parameter and a well validated method, PRx. PTT demonstrates great potential as a useful tool for CR assessment when invasive ABP is unavailable in SAH patients.
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Affiliation(s)
- Xiuyun Liu
- Department of Physiological Nursing, University of California, San Francisco, USA
| | - Ran Xiao
- Department of Physiological Nursing, University of California, San Francisco, USA
| | - Kais Gadhoumi
- Department of Physiological Nursing, University of California, San Francisco, USA
| | - Nate Tran
- Department of Physiological Nursing, University of California, San Francisco, USA
| | - Peter Smielewski
- Brain Physics Laboratory, Department of Clinical Neurosciences, Addenbrooke’s Hospital, University of Cambridge, Cambridge, UK
| | - Marek Czosnykan
- Brain Physics Laboratory, Department of Clinical Neurosciences, Addenbrooke’s Hospital, University of Cambridge, Cambridge, UK
| | - Steve W. Hetts
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, USA
| | - Nerissa Ko
- Department of Neurology, University of California, San Francisco, USA
| | - Xiao Hu
- Department of Physiological Nursing, University of California, San Francisco, USA
- Department of Neurosurgery, School of Medicine, University of California, Los Angeles, USA
- Department of Neurological Surgery, University of California, San Francisco, USA
- Institute of Computational Health Sciences, University of California, San Francisco, USA
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57
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Xu Z, Gutiérrez-Tobal GC, Wu Y, Kheirandish-Gozal L, Ni X, Hornero R, Gozal D. Cloud algorithm-driven oximetry-based diagnosis of obstructive sleep apnoea in symptomatic habitually snoring children. Eur Respir J 2018; 53:13993003.01788-2018. [DOI: 10.1183/13993003.01788-2018] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 11/13/2018] [Indexed: 12/31/2022]
Abstract
The ability of a cloud-driven Bluetooth oximetry-based algorithm to diagnose obstructive sleep apnoea syndrome (OSAS) was examined in habitually snoring children concurrently undergoing overnight polysomnography.Children clinically referred for overnight in-laboratory polysomnographic evaluation for suspected OSAS were simultaneously hooked to a Bluetooth oximeter linked to a smartphone. Polysomnography findings were scored and the apnoea/hypopnoea index (AHIPSG) was tabulated, while oximetry data yielded an estimated AHIOXI using a validated algorithm.The accuracy of the oximeter in identifying correctly patients with OSAS in general, or with mild (AHI 1–5 events·h−1), moderate (5–10 events·h−1) or severe (>10 events·h−1) OSAS was examined in 432 subjects (6.5±3.2 years), with 343 having AHIPSG >1 event·h−1. The accuracies of AHIOXI were consistently >79% for all levels of OSAS severity, and specificity was particularly favourable for AHI >10 events·h−1 (92.7%). Using the criterion of AHIPSG >1 event·h−1, only 4.7% of false-negative cases emerged, from which only 0.6% of cases showed moderate or severe OSAS.Overnight oximetry processed via Bluetooth technology by a cloud-based machine learning-derived algorithm can reliably diagnose OSAS in children with clinical symptoms suggestive of the disease. This approach provides virtually limitless scalability and should alleviate the substantial difficulties in accessing paediatric sleep laboratories while markedly reducing the costs of OSAS diagnosis.
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Hudson AJ, Benjamin J, Jardeleza T, Bergstrom C, Cronin W, Mendoza M, Schultheis L. Clinical Interpretation of Peripheral Pulse Oximeters Labeled "Not for Medical Use". Ann Fam Med 2018; 16:552-554. [PMID: 30420372 PMCID: PMC6231944 DOI: 10.1370/afm.2317] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Revised: 09/05/2018] [Accepted: 09/11/2018] [Indexed: 11/09/2022] Open
Abstract
The purpose of our study was to clarify limitations of off-label use for low cost nonmedical use (NMU) pulse oximeters by primary care providers. These devices are widely marketed over the Internet and in drugstores but are not intended for medical use or reviewed by the Food and Drug Administration (FDA). Our study compared oxygen saturation (SpO2) in patients from 1 medical use (MU) pulse oximeter to 8 NMU pulse oximeters. Measured arterial oxygenation (SaO2) was compared with SpO2 when available. In patients who were normoxic (SpO2 ≥90%), all oximeters exhibited similar readings. This finding suggests that NMU pulse oximeters may be able to rule out hypoxemia in clinical settings.
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Affiliation(s)
- Arlene J Hudson
- Department of Anesthesiology, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - John Benjamin
- Department of Anesthesiology, Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Timothy Jardeleza
- Department of Anesthesiology, Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Curt Bergstrom
- Department of Anesthesiology, Walter Reed National Military Medical Center, Bethesda, Maryland
| | - William Cronin
- Department of Anesthesiology, Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Mario Mendoza
- Center for Device Evaluation and Rehabilitation Health, Anesthesia Devices Branch, Food and Drug Administration, Silver Spring, Maryland
| | - Lex Schultheis
- Fischell Department of Bioengineering and Director of Regulatory Science Initiative, University of Maryland, College Park, Maryland.,FDA Center of Excellence in Regulatory Science, College Park, Maryland
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59
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Graham HR, Ayede AI, Bakare AA, Oyewole OB, Peel D, Gray A, McPake B, Neal E, Qazi S, Izadnegahdar R, Falade AG, Duke T. Improving oxygen therapy for children and neonates in secondary hospitals in Nigeria: study protocol for a stepped-wedge cluster randomised trial. Trials 2017; 18:502. [PMID: 29078810 PMCID: PMC5659007 DOI: 10.1186/s13063-017-2241-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2017] [Accepted: 10/06/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Oxygen is a life-saving, essential medicine that is important for the treatment of many common childhood conditions. Improved oxygen systems can reduce childhood pneumonia mortality substantially. However, providing oxygen to children is challenging, especially in small hospitals with weak infrastructure and low human resource capacity. METHODS/DESIGN This trial will evaluate the implementation of improved oxygen systems at secondary-level hospitals in southwest Nigeria. The improved oxygen system includes: a standardised equipment package; training of clinical and technical staff; infrastructure support (including improved power supply); and quality improvement activities such as supportive supervision. Phase 1 will involve the introduction of pulse oximetry alone; phase 2 will involve the introduction of the full, improved oxygen system package. We have based the intervention design on a theory-based analysis of previous oxygen projects, and used quality improvement principles, evidence-based teaching methods, and behaviour-change strategies. We are using a stepped-wedge cluster randomised design with participating hospitals randomised to receive an improved oxygen system at 4-month steps (three hospitals per step). Our mixed-methods evaluation will evaluate effectiveness, impact, sustainability, process and fidelity. Our primary outcome measures are childhood pneumonia case fatality rate and inpatient neonatal mortality rate. Secondary outcome measures include a range of clinical, quality of care, technical, and health systems outcomes. The planned study duration is from 2015 to 2018. DISCUSSION Our study will provide quality evidence on the effectiveness of improved oxygen systems, and how to better implement and scale-up oxygen systems in resource-limited settings. Our results should have important implications for policy-makers, hospital administrators, and child health organisations in Africa and globally. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry: ACTRN12617000341325 . Retrospectively registered on 6 March 2017.
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Affiliation(s)
- Hamish R Graham
- Centre for International Child Health, University of Melbourne, MCRI, Royal Children's Hospital, Level 2 East, 50 Flemington Road, Parkville, VIC, 3052, Australia. .,Department of Paediatrics, University College Hospital, Ibadan, Nigeria.
| | - Adejumoke I Ayede
- Department of Paediatrics, University College Hospital, Ibadan, Nigeria.,Department of Paediatrics, University of Ibadan, Ibadan, Nigeria
| | - Ayobami A Bakare
- Department of Paediatrics, University College Hospital, Ibadan, Nigeria
| | - Oladapo B Oyewole
- Department of Paediatrics, University College Hospital, Ibadan, Nigeria
| | | | - Amy Gray
- Centre for International Child Health, University of Melbourne, MCRI, Royal Children's Hospital, Level 2 East, 50 Flemington Road, Parkville, VIC, 3052, Australia
| | - Barbara McPake
- Nossal Institute for Global Health, University of Melbourne, Melbourne, VIC, Australia
| | - Eleanor Neal
- Centre for International Child Health, University of Melbourne, MCRI, Royal Children's Hospital, Level 2 East, 50 Flemington Road, Parkville, VIC, 3052, Australia
| | - Shamim Qazi
- Department of Maternal, Newborn, Child and Adolescent Health, World Health Organization, Geneva, Switzerland
| | | | - Adegoke G Falade
- Department of Paediatrics, University College Hospital, Ibadan, Nigeria.,Department of Paediatrics, University of Ibadan, Ibadan, Nigeria
| | - Trevor Duke
- Centre for International Child Health, University of Melbourne, MCRI, Royal Children's Hospital, Level 2 East, 50 Flemington Road, Parkville, VIC, 3052, Australia
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Costello RW, Dima AL, Ryan D, McIvor RA, Boycott K, Chisholm A, Price D, Blakey JD. Effective deployment of technology-supported management of chronic respiratory conditions: a call for stakeholder engagement. Pragmat Obs Res 2017; 8:119-128. [PMID: 28740444 PMCID: PMC5505604 DOI: 10.2147/por.s132316] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
Background Healthcare systems are under increasing strain, predominantly due to chronic non-communicable diseases. Connected healthcare technologies are becoming ever more capable and their components cheaper. These innovations could facilitate both self-management and more efficient use of healthcare resources for common respiratory diseases such as asthma and chronic obstructive pulmonary disease. However, newer technologies can only facilitate major changes in practice, and cannot accomplish them in isolation. Focus of review There are now large numbers of devices and software offerings available. However, the potential of such technologies is not being realised due to limited engagement with the public, clinicians and providers, and a relative paucity of evidence describing elements of best practice in this complex and evolving environment. Indeed, there are clear examples of wasted resources and potential harm. We therefore call on interested parties to work collaboratively to begin to realize the potential benefits and reduce the risks of connected technologies through change in practice. We highlight key areas where such partnership can facilitate the effective and safe use of technology in chronic respiratory care: developing data standards and fostering inter-operability, making collaborative testing facilities available at scale for small to medium enterprises, developing and promoting new adaptive trial designs, developing robust health economic models, agreeing expedited approval pathways, and detailed planning of dissemination to use. Conclusion The increasing capability and availability of connected technologies in respiratory care offers great opportunities and significant risks. A co-ordinated collaborative approach is needed to realize these benefits at scale. Using newer technologies to revolutionize practice relies on widespread engagement and cannot be delivered by a minority of interested specialists. Failure to engage risks a costly and inefficient chapter in respiratory care.
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Affiliation(s)
- Richard W Costello
- Department of Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Alexandra L Dima
- Amsterdam School of Communication Research ASCoR, University of Amsterdam, Amsterdam, the Netherlands
| | - Dermot Ryan
- Allergy and Respiratory Research Group, Centre for Population Health Sciences, University of Edinburgh, Edinburgh, UK
| | - R Andrew McIvor
- Firestone Institute for Respiratory Health, McMaster University, Hamilton, ON, Canada
| | | | | | - David Price
- Observational and Pragmatic Research Institute, Singapore.,Academic Centre of Primary Care, University of Aberdeen, Aberdeen
| | - John D Blakey
- Health Services Research, University of Liverpool.,Respiratory Medicine, Royal Liverpool Hospital, Liverpool, UK
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