Abstract
BACKGROUND
Acute respiratory failure is a life-threatening emergency. Standard prehospital management involves controlled oxygen therapy. Continuous positive airway pressure is a potentially beneficial alternative treatment; however, it is uncertain whether or not this treatment could improve outcomes in NHS ambulance services.
OBJECTIVES
To assess the feasibility of a large-scale pragmatic trial and to update an existing economic model to determine cost-effectiveness and the value of further research.
DESIGN
(1) An open-label, individual patient randomised controlled external pilot trial. (2) Cost-effectiveness and value-of-information analyses, updating an existing economic model. (3) Ancillary substudies, comprising an acute respiratory failure incidence study, an acute respiratory failure diagnostic agreement study, clinicians perceptions of a continuous positive airway pressure mixed-methods study and an investigation of allocation concealment.
SETTING
Four West Midlands Ambulance Service hubs, recruiting between August 2017 and July 2018.
PARTICIPANTS
Adults with respiratory distress and peripheral oxygen saturations below the British Thoracic Society's target levels were included. Patients with limited potential to benefit from, or with contraindications to, continuous positive airway pressure were excluded.
INTERVENTIONS
Prehospital continuous positive airway pressure (O-Two system, O-Two Medical Technologies Inc., Brampton, ON, Canada) was compared with standard oxygen therapy, titrated to the British Thoracic Society's peripheral oxygen saturation targets. Interventions were provided in identical sealed boxes.
MAIN OUTCOME MEASURES
Feasibility objectives estimated the incidence of eligible patients, the proportion recruited and allocated to treatment appropriately, adherence to allocated treatment, and retention and data completeness. The primary clinical end point was 30-day mortality.
RESULTS
Seventy-seven patients were enrolled (target 120 patients), including seven patients with a diagnosis for which continuous positive airway pressure could be ineffective or harmful. Continuous positive airway pressure was fully delivered to 74% of participants (target 75%). There were no major protocol violations/non-compliances. Full data were available for all key outcomes (target ≥ 90%). Thirty-day mortality was 27.3%. Of the 21 deceased participants, 14 (68%) either did not have a respiratory condition or had ceiling-of-treatment decision implemented that excluded hospital non-invasive ventilation and critical care. The base-case economic evaluation indicated that standard oxygen therapy was probably cost-effective (incremental cost-effectiveness ratio £5685 per quality-adjusted life-year), but there was considerable uncertainty (population expected value of perfect information of £16.5M). Expected value of partial perfect information analyses indicated that effectiveness of prehospital continuous positive airway pressure was the only important variable. The incidence rate of acute respiratory failure was 17.4 (95% confidence interval 16.3 to 18.5) per 100,000 persons per year. There was moderate agreement between the primary prehospital and final hospital diagnoses (Gwet's AC1 coefficient 0.56, 95% confidence interval 0.43 to 0.69). Lack of hospital awareness of the Ambulance continuous positive airway pressure (CPAP): Use, Treatment Effect and economics (ACUTE) trial, limited time to complete trial training and a desire to provide continuous positive airway pressure treatment were highlighted as key challenges by participating clinicians.
LIMITATIONS
During week 10 of recruitment, the continuous positive airway pressure arm equipment boxes developed a 'rattle'. After repackaging and redistribution, no further concerns were noted. A total of 41.4% of ambulance service clinicians not participating in the ACUTE trial indicated a difference between the control and the intervention arm trial boxes (115/278); of these clinician 70.4% correctly identified box contents.
CONCLUSIONS
Recruitment rate was below target and feasibility was not demonstrated. The economic evaluation results suggested that a definitive trial could represent value for money. However, limited compliance with continuous positive airway pressure and difficulty in identifying patients who could benefit from continuous positive airway pressure indicate that prehospital continuous positive airway pressure is unlikely to materially reduce mortality.
FUTURE WORK
A definitive clinical effectiveness trial of continuous positive airway pressure in the NHS is not recommended.
TRIAL REGISTRATION
Current Controlled Trials ISRCTN12048261.
FUNDING
This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 25, No. 7. See the NIHR Journals Library website for further project information.
Plain language summary
Acute respiratory failure is a life-threatening medical emergency. It occurs when heart or lung disease suddenly develops, or deteriorates, and leads to the patient being unable to maintain oxygen levels in their blood. Continuous positive airway pressure is a potentially useful treatment that could be used by paramedics. It involves delivering oxygen under increased pressure through a tight-fitting face mask. However, it is uncertain whether or not it could work effectively in NHS ambulance services, or if it represents value for money. The Ambulance continuous positive airway pressure (CPAP): Use, Treatment Effect and economics (ACUTE) trial investigated whether or not it is possible and worthwhile to undertake a full-scale study comparing continuous positive airway pressure with normal paramedic treatment. Paramedics identified adults with acute respiratory failure when attending 999 emergency calls. Half were randomly assigned to receive continuous positive airway pressure, whereas the other half were treated normally. Patients were then followed up to see what happened to them. Fewer patients than expected were entered into the trial, but paramedics were able to provide treatment with continuous positive airway pressure, and most patients were successfully followed up. It therefore seems possible to do a full-scale trial. A cost-effectiveness model also showed that it is uncertain whether or not continuous positive airway pressure represents value for money for the NHS, so further research might be worthwhile, if continuous positive airway pressure is thought to be effective. However, examination of patients recruited to the trial uncovered important doubts about whether or not continuous positive airway pressure would help them. One-quarter of patients were not able to tolerate the tight continuous positive airway pressure mask. Some of the patients had conditions that are not usually treated by continuous positive airway pressure, or had severe underlying disease that could not be helped by this treatment. Others had collapsed lungs that could have been made worse by continuous positive airway pressure. This means that, although a full-scale trial may be possible, it is difficult to see how continuous positive airway pressure could save enough lives to make a trial worthwhile.
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References
- Fuller G, Keating S, Goodacre S, Herbert E, Perkins G, Rosser A, et al. Is a definitive trial of prehospital continuous positive airway pressure versus standard oxygen therapy for acute respiratory failure indicated? The ACUTE pilot randomised controlled trial. BMJ Open 2020;10:e035915. https://doi.org/10.1136/bmjopen-2019-035915 doi: 10.1136/bmjopen-2019-035915. [DOI] [PMC free article] [PubMed]
- Creagh-Brown B. Respiratory failure. Medicine 2016;44:342–5. https://doi.org/10.1016/j.mpmed.2016.03.005 doi: 10.1016/j.mpmed.2016.03.005. [DOI]
- Pandor A, Thokala P, Goodacre S, Poku E, Stevens JW, Ren S, et al. Pre-hospital non-invasive ventilation for acute respiratory failure: a systematic review and cost-effectiveness evaluation. Health Technol Assess 2015;19(42). https://doi.org/10.3310/hta19420 doi: 10.3310/hta19420. [DOI] [PMC free article] [PubMed]
- Widmaier EP, Raff H, Strang KT. Vander’s Human Physiology: The Mechanisms of Body Function. 9th edn. Boston, MA: McGraw-Hill Higher Education; 2004.
- Barrett K, Barman S, Boitano S, Brooks H. Ganong’s Review of Medical Physiology. 25th edn. Boston, MA: McGraw-Hill Higher Education; 2016.
- Stefan MS, Shieh MS, Pekow PS, Rothberg MB, Steingrub JS, Lagu T, Lindenauer PK. Epidemiology and outcomes of acute respiratory failure in the United States, 2001 to 2009: a national survey. J Hosp Med 2013;8:76–82. https://doi.org/10.1002/jhm.2004 doi: 10.1002/jhm.2004. [DOI] [PMC free article] [PubMed]
- Roussos C, Koutsoukou A. Respiratory failure. Eur Respir J Suppl 2003;47:3s–14s. https://doi.org/10.1183/09031936.03.00038503 doi: 10.1183/09031936.03.00038503. [DOI] [PubMed]
- Delerme S, Ray P. Acute respiratory failure in the elderly: diagnosis and prognosis. Age Ageing 2008;37:251–7. https://doi.org/10.1093/ageing/afn060 doi: 10.1093/ageing/afn060. [DOI] [PubMed]
- Ray P, Birolleau S, Lefort Y, Becquemin MH, Beigelman C, Isnard R, et al. Acute respiratory failure in the elderly: etiology, emergency diagnosis and prognosis. Crit Care 2006;10:R82. https://doi.org/10.1186/cc4926 doi: 10.1186/cc4926. [DOI] [PMC free article] [PubMed]
- Department of Health and Social Care. Hospital Episode Statistics. 2014. URL: www.hesonline.nhs.uk (accessed 20 August 2014).
- Association of Ambulance Chief Executives and Joint Royal Colleges Ambulance Liaison Committee. UK Ambulance Services Clinical Practice Guidelines: 2013. Somerset: Class Professional Publishing; 2013.
- Abdo WF, Heunks LM. Oxygen-induced hypercapnia in COPD: myths and facts. Crit Care 2012;16:323. https://doi.org/10.1186/cc11475 doi: 10.1186/cc11475. [DOI] [PMC free article] [PubMed]
- Brill SE, Wedzicha JA. Oxygen therapy in acute exacerbations of chronic obstructive pulmonary disease. Int J Chron Obstruct Pulmon Dis 2014;9:1241–52. https://doi.org/10.2147/COPD.S41476 doi: 10.2147/COPD.S41476. [DOI] [PMC free article] [PubMed]
- O’Driscoll BR, Howard LS, Earis J, Mak V. BTS guideline for oxygen use in adults in healthcare and emergency settings. Thorax 2017;72:ii1–ii90. https://doi.org/10.1136/thoraxjnl-2016-209729 doi: 10.1136/thoraxjnl-2016-209729. [DOI] [PubMed]
- Bello G, De Pascale G, Antonelli M. Noninvasive ventilation. Clin Chest Med 2016;37:711–21. https://doi.org/10.1016/j.ccm.2016.07.011 doi: 10.1016/j.ccm.2016.07.011. [DOI] [PubMed]
- Baudouin S, Blumenthal S, Cooper B, Davidson C, Elliot M, Kinnear W, et al. Non-invasive ventilation in acute respiratory failure. Thorax 2002;57:192–211. https://doi.org/10.1136/thorax.57.3.192 doi: 10.1136/thorax.57.3.192. [DOI] [PMC free article] [PubMed]
- Poulton EP. Left-sided heart failure with pulmonary oedema: its treatment with the ‘Pulmonary Plus Pressure Machine’. Lancet 1936;228:981–3. https://doi.org/10.1016/S0140-6736(00)47948-1 doi: 10.1016/S0140-6736(00)47948-1. [DOI]
- Cross AM. Review of the role of non-invasive ventilation in the emergency department. J Accid Emerg Med 2000;17:79–85. https://doi.org/10.1136/emj.17.2.79 doi: 10.1136/emj.17.2.79. [DOI] [PMC free article] [PubMed]
- Mas A, Masip J. Noninvasive ventilation in acute respiratory failure. Int J Chron Obstruct Pulmon Dis 2014;9:837–52. https://doi.org/10.2147/COPD.S42664 doi: 10.2147/COPD.S42664. [DOI] [PMC free article] [PubMed]
- Lightowler JV, Wedzicha JA, Elliott MW, Ram FS. Non-invasive positive pressure ventilation to treat respiratory failure resulting from exacerbations of chronic obstructive pulmonary disease: Cochrane systematic review and meta-analysis. BMJ 2003;326:185. https://doi.org/10.1136/bmj.326.7382.185 doi: 10.1136/bmj.326.7382.185. [DOI] [PMC free article] [PubMed]
- Vital FM, Ladeira MT, Atallah AN. Non-invasive positive pressure ventilation (CPAP or bilevel NPPV) for cardiogenic pulmonary oedema. Cochrane Database Syst Rev 2013;5:CD005351. https://doi.org/10.1002/14651858.CD005351.pub3 doi: 10.1002/14651858.CD005351.pub3. [DOI] [PubMed]
- Gray AJ, Goodacre S, Newby DE, Masson MA, Sampson F, Dixon S, et al. A multicentre randomised controlled trial of the use of continuous positive airway pressure and non-invasive positive pressure ventilation in the early treatment of patients presenting to the emergency department with severe acute cardiogenic pulmonary oedema: the 3CPO trial. Health Technol Assess 2009;13(33). https://doi.org/10.3310/hta13330 doi: 10.3310/hta13330. [DOI] [PubMed]
- Masip J, Roque M, Sánchez B, Fernández R, Subirana M, Expósito JA. Noninvasive ventilation in acute cardiogenic pulmonary edema: systematic review and meta-analysis. JAMA 2005;294:3124–30. https://doi.org/10.1001/jama.294.24.3124 doi: 10.1001/jama.294.24.3124. [DOI] [PubMed]
- Plaisance P, Pirracchio R, Berton C, Vicaut E, Payen D. A randomized study of out-of-hospital continuous positive airway pressure for acute cardiogenic pulmonary oedema: physiological and clinical effects. Eur Heart J 2007;28:2895–901. https://doi.org/10.1093/eurheartj/ehm502 doi: 10.1093/eurheartj/ehm502. [DOI] [PubMed]
- Christie A, Costa-Scorse B, Nicholls M, Jones P, Howie G. Accuracy of working diagnosis by paramedics for patients presenting with dyspnoea. Emerg Med Australas 2016;28:525–30. https://doi.org/10.1111/1742-6723.12618 doi: 10.1111/1742-6723.12618. [DOI] [PubMed]
- Goodacre S, Stevens JW, Pandor A, Poku E, Ren S, Cantrell A, et al. Prehospital noninvasive ventilation for acute respiratory failure: systematic review, network meta-analysis, and individual patient data meta-analysis. Acad Emerg Med 2014;21:960–70. https://doi.org/10.1111/acem.12466 doi: 10.1111/acem.12466. [DOI] [PubMed]
- Simpson PM, Bendall JC. Prehospital non-invasive ventilation for acute cardiogenic pulmonary oedema: an evidence-based review. Emerg Med J 2011;28:609–12. https://doi.org/10.1136/emj.2010.092296 doi: 10.1136/emj.2010.092296. [DOI] [PubMed]
- Rees N. Prehospital continuous positive airway pressure ventilation in ACPO: part 2. J Paramed Pract 2011;3:179–85. https://doi.org/10.12968/jpar.2011.3.4.179 doi: 10.12968/jpar.2011.3.4.179. [DOI]
- Williams B, Boyle M, Robertson N, Giddings C. When pressure is positive: a literature review of the prehospital use of continuous positive airway pressure. Prehosp Disaster Med 2013;28:52–60. https://doi.org/10.1017/S1049023X12001562 doi: 10.1017/S1049023X12001562. [DOI] [PubMed]
- Williams TA, Finn J, Perkins GD, Jacobs IG. Prehospital continuous positive airway pressure for acute respiratory failure: a systematic review and meta-analysis. Prehosp Emerg Care 2013;17:261–73. https://doi.org/10.3109/10903127.2012.749967 doi: 10.3109/10903127.2012.749967. [DOI] [PubMed]
- Mal S, McLeod S, Iansavichene A, Dukelow A, Lewell M. Effect of out-of-hospital noninvasive positive-pressure support ventilation in adult patients with severe respiratory distress: a systematic review and meta-analysis. Ann Emerg Med 2014;63:600–7.e1. https://doi.org/10.1016/j.annemergmed.2013.11.013 doi: 10.1016/j.annemergmed.2013.11.013. [DOI] [PubMed]
- Thokala P, Goodacre S, Ward M, Penn-Ashman J, Perkins GD. Cost-effectiveness of out-of-hospital continuous positive airway pressure for acute respiratory failure. Ann Emerg Med 2015;65:556–63.e6. https://doi.org/10.1016/j.annemergmed.2014.12.028 doi: 10.1016/j.annemergmed.2014.12.028. [DOI] [PMC free article] [PubMed]
- Mungall IJ. Trend towards centralisation of hospital services, and its effect on access to care for rural and remote communities in the UK. Rural Remote Health 2005;5:390. [PubMed]
- Nicholl J, West J, Goodacre S, Turner J. The relationship between distance to hospital and patient mortality in emergencies: an observational study. Emerg Med J 2007;24:665–8. https://doi.org/10.1136/emj.2007.047654 doi: 10.1136/emj.2007.047654. [DOI] [PMC free article] [PubMed]
- Snooks H, Evans A, Wells B, Peconi J, Thomas M, Woollard M, et al. What are the highest priorities for research in emergency prehospital care? Emerg Med J 2009;26:549–50. https://doi.org/10.1136/emj.2008.065862 doi: 10.1136/emj.2008.065862. [DOI] [PubMed]
- Fuller GW, Goodacre S, Keating S, Perkins G, Ward M, Rosser A, et al. The ACUTE (Ambulance CPAP: Use, Treatment effect and economics) feasibility study: a pilot randomised controlled trial of prehospital CPAP for acute respiratory failure. Pilot Feasibility Stud 2018;4:86. https://doi.org/10.1186/s40814-018-0281-9 doi: 10.1186/s40814-018-0281-9. [DOI] [PMC free article] [PubMed]
- Schulz KF, Altman DG, Moher D, CONSORT Group. CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials. BMJ 2010;340:c332. https://doi.org/10.1136/bmj.c332 doi: 10.1136/bmj.c332. [DOI] [PMC free article] [PubMed]
- Eldridge SM, Chan CL, Campbell MJ, Bond CM, Hopewell S, Thabane L, et al. CONSORT 2010 statement: extension to randomised pilot and feasibility trials. BMJ 2016;355:i5239. https://doi.org/10.1136/bmj.i5239 doi: 10.1136/bmj.i5239. [DOI] [PMC free article] [PubMed]
- World Medical Association. Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA 2013;310:2191–4. https://doi.org/10.1001/jama.2013.281053 doi: 10.1001/jama.2013.281053. [DOI] [PubMed]
- Johnston C, Liddle J. The Mental Capacity Act 2005: a new framework for healthcare decision making. J Med Ethics 2007;33:94–7. https://doi.org/10.1136/jme.2006.016972 doi: 10.1136/jme.2006.016972. [DOI] [PMC free article] [PubMed]
- Dixon JR. The International Conference on Harmonization Good Clinical Practice guideline. Qual Assur 1998;6:65–74. https://doi.org/10.1080/105294199277860 doi: 10.1080/105294199277860. [DOI] [PubMed]
- Davies H, Shakur H, Padkin A, Roberts I, Slowther AM, Perkins GD. Guide to the design and review of emergency research when it is proposed that consent and consultation be waived. Emerg Med J 2014;31:794–5. https://doi.org/10.1136/emermed-2014-203675 doi: 10.1136/emermed-2014-203675. [DOI] [PubMed]
- Coats TJ, Ng G, Shakur H. Consent in emergency research. Emerg Med J 2006;23:489–90. https://doi.org/10.1136/emj.2005.031005 doi: 10.1136/emj.2005.031005. [DOI] [PMC free article] [PubMed]
- O-Two Medical Technologies Inc. Single Use CPAP. 2018. URL: http://otwo.com/emergency-cpap/o_two-single-use-cpap/ (accessed 10 January 2018).
- Herdman M, Gudex C, Lloyd A, Janssen M, Kind P, Parkin D, et al. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Qual Life Res 2011;20:1727–36. https://doi.org/10.1007/s11136-011-9903-x doi: 10.1007/s11136-011-9903-x. [DOI] [PMC free article] [PubMed]
- Boyd P. Health research and the Data Protection Act 1998. J Health Serv Res Policy 2003;8(Suppl. 1):1:24–7. https://doi.org/10.1258/135581903766468846 doi: 10.1258/135581903766468846. [DOI] [PubMed]
- Chico V. The impact of the General Data Protection Regulation on health research. Br Med Bull 2018;128:109–18. https://doi.org/10.1093/bmb/ldy038 doi: 10.1093/bmb/ldy038. [DOI] [PubMed]
- Arain M, Campbell MJ, Cooper CL, Lancaster GA. What is a pilot or feasibility study? A review of current practice and editorial policy. BMC Med Res Methodol 2010;10:67. https://doi.org/10.1186/1471-2288-10-67 doi: 10.1186/1471-2288-10-67. [DOI] [PMC free article] [PubMed]
- Teare MD, Dimairo M, Shephard N, Hayman A, Whitehead A, Walters SJ. Sample size requirements to estimate key design parameters from external pilot randomised controlled trials: a simulation study. Trials 2014;15:264. https://doi.org/10.1186/1745-6215-15-264 doi: 10.1186/1745-6215-15-264. [DOI] [PMC free article] [PubMed]
- Wilson EB. Probable inference, the law of succession, and statistical inference. J Am Stat Assoc 1927;22:209–12. https://doi.org/10.2307/2276774 doi: 10.2307/2276774. [DOI]
- Leon AC, Davis LL, Kraemer HC. The role and interpretation of pilot studies in clinical research. J Psychiatr Res 2011;45:626–9. https://doi.org/10.1016/j.jpsychires.2010.10.008 doi: 10.1016/j.jpsychires.2010.10.008. [DOI] [PMC free article] [PubMed]
- Thabane L, Ma J, Chu R, Cheng J, Ismaila A, Rios LP, et al. A tutorial on pilot studies: the what, why and how. BMC Med Res Methodol 2010;10:1. https://doi.org/10.1186/1471-2288-10-1 doi: 10.1186/1471-2288-10-1. [DOI] [PMC free article] [PubMed]
- Kruse RL, Alper BS, Reust C, Stevermer JJ, Shannon S, Williams RH. Intention-to-treat analysis: who is in? Who is out? J Fam Pract 2002;51:969–71. [PubMed]
- Briggs AH, Claxton K, Sculpher MJ. Decision Modelling for Health Economic Evaluation. Oxford: Oxford University Press; 2006.
- Drummond MF. Methods for the Economic Evaluation of Health Care Programmes. 3rd edn. Oxford: Oxford University Press; 2005.
- Fuller G. The Clinical and Cost-Effectiveness of Prehospital Triage and Bypass for Adults with Suspected Significant Traumatic Brain Injury. Sheffield: University of Sheffield; 2014.
- National Institute for Health and Care Excellence (NICE). Guide to the Methods of Technology Appraisal 2013. London: NICE; 2013. [PubMed]
- Office for National Statistics. Source Dataset: Consumer Price Inflation Time Series (MM23). URL: www.ons.gov.uk/economy/inflationandpriceindices/timeseries/l55o/mm23 (accessed 22 April 2020).
- Weinstein MC, Torrance G, McGuire A. QALYs: the basics. Value Health 2009;12(Suppl. 1):5–9. https://doi.org/10.1111/j.1524-4733.2009.00515.x doi: 10.1111/j.1524-4733.2009.00515.x. [DOI] [PubMed]
- Briggs AH, Weinstein MC, Fenwick EA, Karnon J, Sculpher MJ, Paltiel AD, ISPOR-SMDM Modeling Good Research Practices Task Force. Model parameter estimation and uncertainty analysis: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force Working Group-6. Med Decis Making 2012;32:722–32. https://doi.org/10.1177/0272989X12458348 doi: 10.1177/0272989X12458348. [DOI] [PubMed]
- Cohen DJ, Reynolds MR. Interpreting the results of cost-effectiveness studies. J Am Coll Cardiol 2008;52:2119–26. https://doi.org/10.1016/j.jacc.2008.09.018 doi: 10.1016/j.jacc.2008.09.018. [DOI] [PMC free article] [PubMed]
- Trippoli S. Incremental cost-effectiveness ratio and net monetary benefit: current use in pharmacoeconomics and future perspectives. Eur J Intern Med 2017;43:e36. https://doi.org/10.1016/j.ejim.2017.05.015 doi: 10.1016/j.ejim.2017.05.015. [DOI] [PubMed]
- McCabe C, Claxton K, Culyer AJ. The NICE cost-effectiveness threshold: what it is and what that means. PharmacoEconomics 2008;26:733–44. https://doi.org/10.2165/00019053-200826090-00004 doi: 10.2165/00019053-200826090-00004. [DOI] [PubMed]
- Claxton K, Sculpher M, McCabe C, Briggs A, Akehurst R, Buxton M, et al. Probabilistic sensitivity analysis for NICE technology assessment: not an optional extra. Health Econ 2005;14:339–47. https://doi.org/10.1002/hec.985 doi: 10.1002/hec.985. [DOI] [PubMed]
- Fenwick E, O’Brien BJ, Briggs A. Cost-effectiveness acceptability curves – facts, fallacies and frequently asked questions. Health Econ 2004;13:405–15. https://doi.org/10.1002/hec.903 doi: 10.1002/hec.903. [DOI] [PubMed]
- Briggs AH. Handling uncertainty in cost-effectiveness models. PharmacoEconomics 2000;17:479–500. https://doi.org/10.2165/00019053-200017050-00006 doi: 10.2165/00019053-200017050-00006. [DOI] [PubMed]
- Eckermann S, Willan AR. Expected value of information and decision making in HTA. Health Econ 2007;16:195–209. https://doi.org/10.1002/hec.1161 doi: 10.1002/hec.1161. [DOI] [PubMed]
- Brennan A, Kharroubi S, O’hagan A, Chilcott J. Calculating partial expected value of perfect information via Monte Carlo sampling algorithms. Med Decis Making 2007;27:448–70. https://doi.org/10.1177/0272989X07302555 doi: 10.1177/0272989X07302555. [DOI] [PubMed]
- Ho JY, Hendi AS. Recent trends in life expectancy across high income countries: retrospective observational study. BMJ 2018;362:k2562. https://doi.org/10.1136/bmj.k2562 doi: 10.1136/bmj.k2562. [DOI] [PMC free article] [PubMed]
- Shavelle RM, Paculdo DR, Kush SJ, Mannino DM, Strauss DJ. Life expectancy and years of life lost in chronic obstructive pulmonary disease: findings from the NHANES III follow-up study. Int J Chron Obstruct Pulmon Dis 2009;4:137–48. https://doi.org/10.2147/COPD.S5237 doi: 10.2147/COPD.S5237. [DOI] [PMC free article] [PubMed]
- Office for National Statistics. England, Interim Life Tables 1980–82 to 2006–2008. Newport: Office for National Statistics; 2009.
- Office for National Statistics. 2011 Census Aggregate Data. 2016. URL: https://discover.ukdataservice.ac.uk/doi/2011-census-aggregate (accessed 3 December 2019).
- Office for National Statistics. NOMIS: Official Labour Market Statistics Ward Profile. Newport: Office for National Statistics; 2016.
- Agresti A. An Introduction to Categorical Data Analysis. New York, NY: Wiley; 1996.
- Bossuyt PM, Reitsma JB, Bruns DE, Gatsonis CA, Glasziou PP, Irwig L, et al. STARD 2015: an updated list of essential items for reporting diagnostic accuracy studies. BMJ 2015;351:h5527. https://doi.org/10.1136/bmj.h5527 doi: 10.1136/bmj.h5527. [DOI] [PMC free article] [PubMed]
- Kottner J, Audigé L, Brorson S, Donner A, Gajewski BJ, Hróbjartsson A, et al. Guidelines for Reporting Reliability and Agreement Studies (GRRAS) were proposed. J Clin Epidemiol 2011;64:96–106. https://doi.org/10.1016/j.jclinepi.2010.03.002 doi: 10.1016/j.jclinepi.2010.03.002. [DOI] [PubMed]
- Gwet KL. Computing inter-rater reliability and its variance in the presence of high agreement. Br J Math Stat Psychol 2008;61:29–48. https://doi.org/10.1348/000711006x126600 doi: 10.1348/000711006x126600. [DOI] [PubMed]
- Wongpakaran N, Wongpakaran T, Wedding D, Gwet KL. A comparison of Cohen’s Kappa and Gwet’s AC1 when calculating inter-rater reliability coefficients: a study conducted with personality disorder samples. BMC Med Res Methodol 2013;13:61. https://doi.org/10.1186/1471-2288-13-61 doi: 10.1186/1471-2288-13-61. [DOI] [PMC free article] [PubMed]
- Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics 1977;33:159–74. https://doi.org/10.2307/2529310 doi: 10.2307/2529310. [DOI] [PubMed]
- Akobeng AK. Understanding diagnostic tests 1: sensitivity, specificity and predictive values. Acta Paediatr 2007;96:338–41. https://doi.org/10.1111/j.1651-2227.2006.00180.x doi: 10.1111/j.1651-2227.2006.00180.x. [DOI] [PubMed]
- Sullivan GM, Artino AR. Analyzing and interpreting data from Likert-type scales. J Grad Med Educ 2013;5:541–2. https://doi.org/10.4300/JGME-5-4-18 doi: 10.4300/JGME-5-4-18. [DOI] [PMC free article] [PubMed]
- Braun V, Clarke V. Thematic Analysis. In Cooper H, Camic PM, Long DL, Panter AT, Rindskopf D, Sher K, Neth J, editors. APA Handbook of Research Methods in Psychology, Vol 2: Research Designs: Quantitative, Qualitative, Neuropsychological, and Biological. Washington, DC: American Psychological Association; 2012. pp. 57–71. https://doi.org/10.1037/13620-004 doi: 10.1037/13620-004. [DOI]
- Kitzinger J. Qualitative research. Introducing focus groups. BMJ 1995;311:299–302. https://doi.org/10.1136/bmj.311.7000.299 doi: 10.1136/bmj.311.7000.299. [DOI] [PMC free article] [PubMed]
- Department of Health and Social Care (DHSC). NHS Reference Costs 2017/2018. London: DHSC; 2018.
- Curtis L. Unit Costs of Health and Social Care 2018. Canterbury: PSSRU, University of Kent; 2018.
- Hubble MW, Richards ME, Wilfong DA. Estimates of cost-effectiveness of prehospital continuous positive airway pressure in the management of acute pulmonary edema. Prehosp Emerg Care 2008;12:277–85. https://doi.org/10.1080/10903120801949275 doi: 10.1080/10903120801949275. [DOI] [PubMed]
- Perkins GD, Ji C, Deakin CD, Quinn T, Nolan JP, Scomparin C, et al. A randomized trial of epinephrine in out-of-hospital cardiac arrest. N Engl J Med 2018;379:711–21. https://doi.org/10.1056/NEJMoa1806842 doi: 10.1056/NEJMoa1806842. [DOI] [PubMed]
- Benger JR, Kirby K, Black S, Brett SJ, Clout M, Lazaroo MJ, et al. Effect of a strategy of a supraglottic airway device vs tracheal intubation during out-of-hospital cardiac arrest on functional outcome: the AIRWAYS-2 randomized clinical trial. JAMA 2018;320:779–91. https://doi.org/10.1001/jama.2018.11597 doi: 10.1001/jama.2018.11597. [DOI] [PMC free article] [PubMed]
- Carron PN, Pantet R, Pasquier M, Hugli O. Mechanical chest compression in the PARAMEDIC trial. Lancet 2015;386:26. https://doi.org/10.1016/S0140-6736(15)61196-5 doi: 10.1016/S0140-6736(15)61196-5. [DOI] [PubMed]
- Altman DG. Randomisation. BMJ 1991;302:1481–2. https://doi.org/10.1136/bmj.302.6791.1481 doi: 10.1136/bmj.302.6791.1481. [DOI] [PMC free article] [PubMed]
- Schulz KF, Grimes DA. Allocation concealment in randomised trials: defending against deciphering. Lancet 2002;359:614–18. https://doi.org/10.1016/S0140-6736(02)07750-4 doi: 10.1016/S0140-6736(02)07750-4. [DOI] [PubMed]
- Keen L, Bulger JK, Rees N, Snooks H, Fegan G, Ford S, et al. Use of scratchcards for allocation concealment in a prehospital randomised controlled trial. Emerg Med J 2018;35:708–10. https://doi.org/10.1136/emermed-2018-207881 doi: 10.1136/emermed-2018-207881. [DOI] [PMC free article] [PubMed]
- Lecky F, Russell W, Fuller G, McClelland G, Pennington E, Goodacre S, et al. The Head Injury Transportation Straight to Neurosurgery (HITS-NS) randomised trial: a feasibility study. Health Technol Assess 2016;20(1). https://doi.org/10.3310/hta20010 doi: 10.3310/hta20010. [DOI] [PMC free article] [PubMed]
- Clark L, Fairhurst C, Torgerson DJ. Allocation concealment in randomised controlled trials: are we getting better? BMJ 2016;355:i5663. https://doi.org/10.1136/bmj.i5663 doi: 10.1136/bmj.i5663. [DOI] [PubMed]
- Donner A, Klar NS. Design and Analysis of Cluster Randomisation Trials in Health Research. London: Arnold; 1999.
- Hayes RJ, Moulton LH. Cluster Randomised Trials. Boca Raton, FL: CRC Press; 2009. https://doi.org/10.1201/9781584888178 doi: 10.1201/9781584888178. [DOI]
- Beksinska ME, Joanis C, Smit JA, Pienaar J, Piaggio G. Using scratch card technology for random allocation concealment in a clinical trial with a crossover design. Clin Trials 2013;10:125–30. https://doi.org/10.1177/1740774512465496 doi: 10.1177/1740774512465496. [DOI] [PubMed]
- Davidson C, Banham S, Elliott M, Kennedy D, Gelder C, Glossop A, et al. British Thoracic Society/Intensive Care Society Guideline for the ventilatory management of acute hypercapnic respiratory failure in adults. BMJ Open Respir Res 2016;3:e000133. https://doi.org/10.1136/bmjresp-2016-000133 doi: 10.1136/bmjresp-2016-000133. [DOI] [PMC free article] [PubMed]
- Trethewey SP, Edgar RG, Turner AM, Mukherjee R. Ward-based non-invasive ventilation in acute exacerbations of COPD: a narrative review of current practice and outcomes in the UK. Healthcare 2018;6:E145. https://doi.org/10.3390/healthcare6040145 doi: 10.3390/healthcare6040145. [DOI] [PMC free article] [PubMed]
- Creagh-Brown B, Shee C. Noninvasive ventilation as ceiling of therapy in end-stage chronic obstructive pulmonary disease. Chron Respir Dis 2008;5:143–8. https://doi.org/10.1177/1479972308089234 doi: 10.1177/1479972308089234. [DOI] [PubMed]
- Vassar M, Holzmann M. The retrospective chart review: important methodological considerations. J Educ Eval Health Prof 2013;10:12. https://doi.org/10.3352/jeehp.2013.10.12 doi: 10.3352/jeehp.2013.10.12. [DOI] [PMC free article] [PubMed]
- Gearing RE, Mian IA, Barber J, Ickowicz A. A methodology for conducting retrospective chart review research in child and adolescent psychiatry. J Can Acad Child Adolesc Psychiatry 2006;15:126–34. [PMC free article] [PubMed]
- National Institute for Health Research. Guide to the Methods of Technology Appraisal. London: NICE; 2013. [PubMed]
- Ades AE, Lu G, Claxton K. Expected value of sample information calculations in medical decision modeling. Med Decis Making 2004;24:207–27. https://doi.org/10.1177/0272989X04263162 doi: 10.1177/0272989X04263162. [DOI] [PubMed]
- Kohn MA, Carpenter CR, Newman TB. Understanding the direction of bias in studies of diagnostic test accuracy. Acad Emerg Med 2013;20:1194–206. https://doi.org/10.1111/acem.12255 doi: 10.1111/acem.12255. [DOI] [PubMed]
- Schmidt RL, Factor RE. Understanding sources of bias in diagnostic accuracy studies. Arch Pathol Lab Med 2013;137:558–65. https://doi.org/10.5858/arpa.2012-0198-RA doi: 10.5858/arpa.2012-0198-RA. [DOI] [PubMed]
- Whiting PF, Rutjes AW, Westwood ME, Mallett S, Deeks JJ, Reitsma JB, et al. QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Ann Intern Med 2011;155:529–36. https://doi.org/10.7326/0003-4819-155-8-201110180-00009 doi: 10.7326/0003-4819-155-8-201110180-00009. [DOI] [PubMed]
- Bertens LC, Broekhuizen BD, Naaktgeboren CA, Rutten FH, Hoes AW, van Mourik Y, et al. Use of expert panels to define the reference standard in diagnostic research: a systematic review of published methods and reporting. PLOS Med 2013;10:e1001531. https://doi.org/10.1371/journal.pmed.1001531 doi: 10.1371/journal.pmed.1001531. [DOI] [PMC free article] [PubMed]
- Restrepo-Escobar M, Granda-Carvajal PA, Jaimes F. Systematic review of the literature on reproducibility of the interpretation of renal biopsy in lupus nephritis. Lupus 2017;26:1502–12. https://doi.org/10.1177/0961203317706556 doi: 10.1177/0961203317706556. [DOI] [PubMed]
- Quader N, Schaeffer EK, Hodgson AJ, Abugharbieh R, Mulpuri K. A systematic review and meta-analysis on the reproducibility of ultrasound-based metrics for assessing developmental dysplasia of the hip. J Pediatr Orthop 2018;38:e305–e311. https://doi.org/10.1097/BPO.0000000000001179 doi: 10.1097/BPO.0000000000001179. [DOI] [PubMed]
- Fleiss JL. Measuring nominal scale agreement among many raters. Psychological Bulletin 1971;76:378–382. https://doi.org/10.1037/h0031619 doi: 10.1037/h0031619. [DOI]
- McHugh ML. Interrater reliability: the kappa statistic. Biochem Med 2012;22:276–82. https://doi.org/10.11613/BM.2012.031 doi: 10.11613/BM.2012.031. [DOI] [PMC free article] [PubMed]
- Thorpe KE, Zwarenstein M, Oxman AD, Treweek S, Furberg CD, Altman DG, et al. A pragmatic-explanatory continuum indicator summary (PRECIS): a tool to help trial designers. J Clin Epidemiol 2009;62:464–75. https://doi.org/10.1016/j.jclinepi.2008.12.011 doi: 10.1016/j.jclinepi.2008.12.011. [DOI] [PubMed]
- Rothwell PM. External validity of randomised controlled trials: ‘to whom do the results of this trial apply?’. Lancet 2005;365:82–93. https://doi.org/10.1016/S0140-6736(04)17670-8 doi: 10.1016/S0140-6736(04)17670-8. [DOI] [PubMed]
- Mulherin SA, Miller WC. Spectrum bias or spectrum effect? Subgroup variation in diagnostic test evaluation. Ann Intern Med 2002;137:598–602. https://doi.org/10.7326/0003-4819-137-7-200210010-00011 doi: 10.7326/0003-4819-137-7-200210010-00011. [DOI] [PubMed]
- Nielsen VM, Madsen J, Aasen A, Toft-Petersen AP, Lübcke K, Rasmussen BS, Christensen EF. Prehospital treatment with continuous positive airway pressure in patients with acute respiratory failure: a regional observational study. Scand J Trauma Resusc Emerg Med 2016;24:121. https://doi.org/10.1186/s13049-016-0315-3 doi: 10.1186/s13049-016-0315-3. [DOI] [PMC free article] [PubMed]
- Hensel M, Strunden MS, Tank S, Gagelmann N, Wirtz S, Kerner T. Prehospital non-invasive ventilation in acute respiratory failure is justified even if the distance to hospital is short. Am J Emerg Med 2019;37:651–6. https://doi.org/10.1016/j.ajem.2018.07.001 doi: 10.1016/j.ajem.2018.07.001. [DOI] [PubMed]
- Jacob J, Arranz M, Sancho Ramoneda M, Lopez À, Navarro Sáez MC, Cousiño Chao JR, et al. [Noninvasive mechanical ventilation in emergency services in Catalonia: the VNICat registry cohort study.] Emergencias 2017;29:33–8. [PubMed]
- Luiz T, Kumpch M, Grüttner J, Madler C, Viergutz T. Prehospital CPAP therapy by emergency physicians in patients with acute respiratory failure due to acute cardiogenic pulmonary edema or acutely exacerbated COPD. In Vivo 2016;30:133–9. [PubMed]
- Sahu N, Matthews P, Groner K, Papas MA, Megargel R. Observational study on safety of prehospital BLS CPAP in dyspnea. Prehosp Disaster Med 2017;32:610–14. https://doi.org/10.1017/S1049023X17006677 doi: 10.1017/S1049023X17006677. [DOI] [PubMed]
- Willmore A, Dionne R, Maloney J, Ouston E, Stiell I. Effectiveness and safety of a prehospital program of continuous positive airway pressure (CPAP) in an urban setting. CJEM 2015;17:609–16. https://doi.org/10.1017/cem.2014.60 doi: 10.1017/cem.2014.60. [DOI] [PubMed]
- Williams T. A Randomised Controlled Trial of Continuous Positive Airway Pressure (CPAP) for the Treatment of Severe Respiratory Distress by Ambulance Paramedics in the Pre-Hospital Setting. 2015. URL: www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=369501 (accessed 1 April 2019).
- Williams TA, Finn J, Celenza A, Teng TH, Jacobs IG. Paramedic identification of acute pulmonary edema in a metropolitan ambulance service. Prehosp Emerg Care 2013;17:339–47. https://doi.org/10.3109/10903127.2013.773114 doi: 10.3109/10903127.2013.773114. [DOI] [PubMed]
- Williams TA, Finn J, Fatovich D, Perkins GD, Summers Q, Jacobs I. Paramedic differentiation of asthma and COPD in the prehospital setting is difficult. Prehosp Emerg Care 2015;19:535–43. https://doi.org/10.3109/10903127.2014.995841 doi: 10.3109/10903127.2014.995841. [DOI] [PubMed]
- British Thoracic Society (BTS). National Respiratory Audit Programme Annual Report 2011/2012. London: BTS; 2012.
- Luhr OR, Antonsen K, Karlsson M, Aardal S, Thorsteinsson A, Frostell CG, et al. Incidence and mortality after acute respiratory failure and acute respiratory distress syndrome in Sweden, Denmark, and Iceland. The ARF Study Group. Am J Respir Crit Care Med 1999;159:1849–61. https://doi.org/10.1164/ajrccm.159.6.9808136 doi: 10.1164/ajrccm.159.6.9808136. [DOI] [PubMed]
- Lewandowski K, Metz J, Deutschmann C, Preiss H, Kuhlen R, Artigas A, Falke KJ. Incidence, severity, and mortality of acute respiratory failure in Berlin, Germany. Am J Respir Crit Care Med 1995;151:1121–5. https://doi.org/10.1164/ajrccm.151.4.7697241 doi: 10.1164/ajrccm.151.4.7697241. [DOI] [PubMed]