Assessment of Patient Journey Metrics for Users of a Digital Obstructive Sleep Apnea Program: Single-Arm Feasibility Pilot Study

Shefali Kumar, Emma Rudie, Cynthia Dorsey, Amy Blase, Adam V Benjafield, Shannon S Sullivan, Shefali Kumar, Emma Rudie, Cynthia Dorsey, Amy Blase, Adam V Benjafield, Shannon S Sullivan

Abstract

Background: Despite the importance of diagnosis and treatment, obstructive sleep apnea (OSA) remains a vastly underdiagnosed condition; this is partially due to current OSA identification methods and a complex and fragmented diagnostic pathway.

Objective: This prospective, single-arm, multistate feasibility pilot study aimed to understand the journey in a nonreferred sample of participants through the fully remote OSA screening and diagnostic and treatment pathway, using the Primasun Sleep Apnea Program (formally, Verily Sleep Apnea Program).

Methods: Participants were recruited online from North Carolina and Texas to participate in the study entirely virtually. Eligible participants were invited to schedule a video telemedicine appointment with a board-certified sleep physician who could order a home sleep apnea test (HSAT) to be delivered to the participant's home. The results were interpreted by the sleep physician and communicated to the participant during a second video telemedicine appointment. The participants who were diagnosed with OSA during the study and prescribed a positive airway pressure (PAP) device were instructed to download an app that provides educational and support-related content and access to personalized coaching support during the study's 90-day PAP usage period. Surveys were deployed throughout the study to assess baseline characteristics, prior knowledge of sleep apnea, and satisfaction with the program.

Results: For the 157 individuals who were ordered an HSAT, it took a mean of 7.4 (SD 2.6) days and median 7.1 days (IQR 2.0) to receive their HSAT after they completed their first televisit appointment. For the 114 individuals who were diagnosed with OSA, it took a mean of 13.9 (SD 9.6) days and median 11.7 days (IQR 10.1) from receiving their HSAT to being diagnosed with OSA during their follow-up televisit appointment. Overall, the mean and median time from the first televisit appointment to receiving an OSA diagnosis was 21.4 (SD 9.6) days and 18.9 days (IQR 9.2), respectively. For those who were prescribed PAP therapy, it took a mean of 8.1 (SD 9.3) days and median 6.0 days (IQR 4.0) from OSA diagnosis to PAP therapy initiation.

Conclusions: These results demonstrate the possibility of a highly efficient, patient-centered pathway for OSA workup and treatment. Such findings support pathways that could increase access to care, reduce loss to follow-up, and reduce health burden and overall cost. The program's ability to efficiently diagnose patients who otherwise may have not been diagnosed with OSA is important, especially during a pandemic, as the United States shifted to remote care models and may sustain this direction. The potential economic and clinical impact of the program's short and efficient journey time and low attrition rate should be further examined in future analyses. Future research also should examine how a fast and positive diagnosis experience impacts success rates for PAP therapy initiation and adherence.

Trial registration: ClinicalTrials.gov NCT04599803; https://ichgcp.net/clinical-trials-registry/NCT04599803.

Keywords: OSA; OSA diagnosis; diagnostic; eHealth; feasibility; obstructive sleep apnea; patient-centered; remote care; sleep apnea; treatment pathway; underdiagnosed; virtual care.

Conflict of interest statement

Conflicts of Interest: Primasun makes and owns the PSAP (Primasun Sleep Apnea Program) examined in this study. Primasun is a joint venture between ResMed and Verily Life Sciences. SK, ER, CD, and SSS work for Verily Life Sciences. AB and AVB work for ResMed.

©Shefali Kumar, Emma Rudie, Cynthia Dorsey, Amy Blase, Adam V Benjafield, Shannon S Sullivan. Originally published in JMIR Formative Research (https://formative.jmir.org), 12.01.2022.

Figures

Figure 1
Figure 1
Participant flow through the pilot study; HSAT: home sleep apnea test; OSA: obstructive sleep apnea; PAP: positive airway pressure.
Figure 2
Figure 2
Outlier detection for key patient journey time metrics. HSAT: home sleep apnea test; OSA: obstructive sleep apnea.
Figure 3
Figure 3
Key patient journey time metrics. HSAT: home sleep apnea test; PAP: positive airway pressure.
Figure 4
Figure 4
Median total journey times in obstructive sleep apnea (from screening to onboarding to positive airway pressure). HSAT: home sleep apnea test; PSAP: Primasun Sleep Apnea Program; PAP: positive airway pressure.

References

    1. Benjafield AV, Ayas NT, Eastwood PR, Heinzer R, Ip MSM, Morrell MJ, Nunez CM, Patel SR, Penzel T, Pépin J, Peppard PE, Sinha S, Tufik S, Valentine K, Malhotra A. Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis. The Lancet Respiratory Medicine. 2019 Aug;7(8):687–698. doi: 10.1016/s2213-2600(19)30198-5.
    1. Bonsignore MR, Baiamonte P, Mazzuca E, Castrogiovanni A, Marrone O. Obstructive sleep apnea and comorbidities: a dangerous liaison. Multidiscip Respir Med. 2019 Feb 14;14(1):8. doi: 10.1186/s40248-019-0172-9. 172
    1. Selim B, Won C, Yaggi HK. Cardiovascular consequences of sleep apnea. Clin Chest Med. 2010 Jun;31(2):203–20. doi: 10.1016/j.ccm.2010.02.010.S0272-5231(10)00033-X
    1. Sanna A. Obstructive sleep apnoea, motor vehicle accidents, and work performance. Chron Respir Dis. 2013 Feb 25;10(1):29–33. doi: 10.1177/1479972312473134. 10/1/29
    1. Economic Impact of Obstructive Sleep Apnea. American Academy of Sleep Medicine. 2016. [2021-12-01]. .
    1. Kirsch DB, Yang H, Maslow AL, Stolzenbach M, McCall A. Association of Positive Airway Pressure Use With Acute Care Utilization and Costs. J Clin Sleep Med. 2019 Sep 15;15(9):1243–1250. doi: 10.5664/jcsm.7912. doi: 10.5664/jcsm.7912.
    1. Pavwoski P, Shelgikar AV. Treatment options for obstructive sleep apnea. Neurol Clin Pract. 2016 Nov 10;7(1):77–85. doi: 10.1212/cpj.0000000000000320.
    1. Patil SP, Ayappa IA, Caples SM, Kimoff RJ, Patel SR, Harrod CG. Treatment of Adult Obstructive Sleep Apnea with Positive Airway Pressure: An American Academy of Sleep Medicine Clinical Practice Guideline. J Clin Sleep Med. 2019 Feb 15;15(2):335–343. doi: 10.5664/jcsm.7640. doi: 10.5664/jcsm.7640.jc-18-00759
    1. Phua CQ, Jang IJ, Tan KB, Hao Y, Senin SRB, Song PR, Soh RY, Toh ST. Reducing cost and time to diagnosis and treatment of obstructive sleep apnea using ambulatory sleep study: a Singapore sleep centre experience. Sleep Breath. 2021 Mar;25(1):281–288. doi: 10.1007/s11325-020-02115-z.10.1007/s11325-020-02115-z
    1. Bianchi MT, Hershman S, Bahadoran M, Ferguson M, Westover MB. The Challenge of Undiagnosed Sleep Apnea in Low-Risk Populations: A Decision Analysis. Military Medicine. 2014 Aug;179(8S):47–54. doi: 10.7205/milmed-d-13-00483.
    1. Kapur VK, Auckley DH, Chowdhuri S, Kuhlmann DC, Mehra R, Ramar K, Harrod CG. Clinical Practice Guideline for Diagnostic Testing for Adult Obstructive Sleep Apnea: An American Academy of Sleep Medicine Clinical Practice Guideline. J Clin Sleep Med. 2017 Mar 15;13(3):479–504. doi: 10.5664/jcsm.6506. doi: 10.5664/jcsm.6506.jc-17-00035
    1. Dholakia S, Ciavatta M, Ioachimescu O. Outcomes Of Home Sleep Apnea Testing (HSAT) And Polysomnography (PSG) In Veterans Seen In Group Clinics Versus Individual Visits. Sleep. 2018 Apr;:A397–A398. doi: 10.1093/sleep/zsy061.1069.
    1. Donovan LM, Shah A, Chai-Coetzer CL, Barbé Ferran, Ayas NT, Kapur VK. Redesigning Care for OSA. Chest. 2020 Apr;157(4):966–976. doi: 10.1016/j.chest.2019.10.002. S0012-3692(19)34024-3
    1. Marsella JL, Nguyen KD, Marcus JA, Marcus CZ, Dorsey ER, Pigeon WR, Yurcheshen ME. 1067 Patient Satisfaction and Preferences Regarding a Telemedicine Evaluation for Obstructive Sleep Apnea - An Update for 2017. Sleep. 2018 Apr;41(suppl_1):A396–A397. doi: 10.1093/sleep/zsy061.1066.
    1. Shamim-Uzzaman QA, Bae CJ, Ehsan Z, Setty AR, Devine M, Dhankikar S, Donskoy I, Fields B, Hearn H, Hwang D, Jain V, Kelley D, Kirsch DB, Martin W, Troester M, Trotti LM, Won CH, Epstein LJ. The use of telemedicine for the diagnosis and treatment of sleep disorders: an American Academy of Sleep Medicine update. J Clin Sleep Med. 2021 May 01;17(5):1103–1107. doi: 10.5664/jcsm.9194.
    1. Wosik J, Fudim M, Cameron B, Gellad ZF, Cho A, Phinney D, Curtis S, Roman M, Poon EG, Ferranti J, Katz JN, Tcheng J. Telehealth transformation: COVID-19 and the rise of virtual care. J Am Med Inform Assoc. 2020 Jun 01;27(6):957–962. doi: 10.1093/jamia/ocaa067. 5822868
    1. Mann DM, Chen J, Chunara R, Testa PA, Nov O. COVID-19 transforms health care through telemedicine: Evidence from the field. J Am Med Inform Assoc. 2020 Jul 01;27(7):1132–1135. doi: 10.1093/jamia/ocaa072. 5824298
    1. Labarca G, Schmidt A, Dreyse J, Jorquera J, Barbe F. Telemedicine interventions for CPAP adherence in obstructive sleep apnea patients: Systematic review and meta-analysis. Sleep Med Rev. 2021 Dec;60:101543. doi: 10.1016/j.smrv.2021.101543.S1087-0792(21)00128-3
    1. von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. The Lancet. 2007 Oct;370(9596):1453–1457. doi: 10.1016/S0140-6736(07)61602-X.
    1. Project Baseline by Verily | Join Clinical Trials and Research Opportunities. Project Baseline. [2021-06-01].
    1. Chai-Coetzer CL, Antic NA, Rowland LS, Catcheside PG, Esterman A, Reed RL, Williams H, Dunn S, McEvoy RD. A simplified model of screening questionnaire and home monitoring for obstructive sleep apnoea in primary care. Thorax. 2011 Mar 20;66(3):213–9. doi: 10.1136/thx.2010.152801.thx.2010.152801
    1. Johns M W. A new method for measuring daytime sleepiness: the Epworth sleepiness scale. Sleep. 1991 Dec;14(6):540–545. doi: 10.1093/sleep/14.6.540.
    1. Flemons WW, Douglas NJ, Kuna ST, Rodenstein DO, Wheatley J. Access to diagnosis and treatment of patients with suspected sleep apnea. Am J Respir Crit Care Med. 2004 Mar 15;169(6):668–72. doi: 10.1164/rccm.200308-1124PP.169/6/668
    1. Stewart SA, Skomro R, Reid J, Penz E, Fenton M, Gjevre J, Cotton D. Improvement in obstructive sleep apnea diagnosis and management wait times: A retrospective analysis of home management pathway for obstructive sleep apnea. Can Respir J. 2015;22(3):167–70. doi: 10.1155/2015/516580. doi: 10.1155/2015/516580.16633
    1. Cheung DL, Sahrmann J, Nzewuihe A, Espiritu JR. No-show rates to a sleep clinic: drivers and determinants. Journal of Clinical Sleep Medicine. 2020 Sep 15;16(9):1517–1521. doi: 10.5664/jcsm.8578.
    1. Brown A, Jones S, Perez-Algorta G. Experiences of using positive airway pressure for treatment of obstructive sleep apnea: a systematic review and thematic synthesis. Sleep. 2021 Oct 11;44(10):zsab135. doi: 10.1093/sleep/zsab135.6286002
    1. Handberry M, Bull-Otterson L, Dai M, Mann C, Chaney E, Ratto J, Horiuchi K, Siza C, Kulkarni A, Gundlapalli A, Boehmer T. Changes in Emergency Medical Services before and during COVID-19 in the United States, January 2018-December 2020. Clin Infect Dis. 2021;6:S84–S91. doi: 10.1093/cid/ciab373.

Source: PubMed

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