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CardioER® - Using smartphone medical applications as an aid to clinical decision-making – are we ready for this?

INTRODUCTION

The development of medical applications for tablets or smartphones has been worldwide spread. The technology has been applied in several areas, with uses ranging from control of medicine administration, detection and control of diseases, alerting skilled people to handle emergency situations in neighboring areas, assessment of skin lesions, contraception, medical training etc.11. McCarthy OL, Osorio Calderon V, Makleff S, Huaynoca S, Leurent B, Edwards P, et al. An intervention delivered by app instant messaging to increase acceptability and use of effective contraception among young women in Bolivia: protocol of a randomized controlled trial. JMIR Res Protoc. 2017;6(12):e252.

2. Robbins R, Krebs P, Jagannathan R, Jean-Louis G, Duncan DT. Health app use among US mobile phone users: analysis of trends by chronic disease status. JMIR Mhealth Uhealth. 2017;5(12):e197.

3. Feuerstein-Simon C, Bzdick S, Padmanabhuni A, Bains P, Roe C, Weinstock RS. Use of a smartphone application to reduce hypoglycemia in type 1 diabetes: a pilot study. J Diabetes Sci Technol. 2017 Dec 1:1932296817749859.

4. Beukenhorst AL, Schultz DM, McBeth J, Lakshminarayana R, Sergeant JC, Dixon WG. Using smartphones for research outside clinical settings: how operating systems, app developers, and users determine geolocation data quality in mHealth studies. Stud Health Technol Inform. 2017;245:10-4.

5. Buechi R, Faes L, Bachmann LM, Thiel MA, Bodmer NS, Schmid MK, et al. Evidence assessing the diagnostic performance of medical smartphone apps: a systematic review and exploratory meta-analysis. BMJ Open. 2017;7(12):e018280.

6. Barbagelata A, Bethea CF, Severance HW, Mentz RJ, Albert D, Barsness GW, et al. Smartphone ECG for evaluation of ST-segment elevation myocardial infarction (STEMI): design of the ST LEUIS International Multicenter Study. J Electrocardiol. 2018;51(2):260-4.

7. Poulton A, Pan J, Bruns LR Jr, Sinnott RO, Hester R. Assessment of alcohol intake: retrospective measures versus a smartphone application. Addict Behav. 2018;83:35-41.

8. Nørgaard SK, Nichum VL, Barfred C, Juul HM, Secher AL, Ringholm L, et al. Use of the smartphone application “pregnant with diabetes”. Dan Med J. 2017;64(11). pii: A5417.
-99. Machado GC, Pinheiro MB, Lee H, Ahmed OH, Hendrick P, Williams C, et al. Smartphone apps for the self-management of low back pain: a systematic review. Best Pract Res Clin Rheumatol. 2016;30(6):1098-109. It is not clear whether the applications have been submitted to scientific evaluation55. Buechi R, Faes L, Bachmann LM, Thiel MA, Bodmer NS, Schmid MK, et al. Evidence assessing the diagnostic performance of medical smartphone apps: a systematic review and exploratory meta-analysis. BMJ Open. 2017;7(12):e018280..

In Brazil, experience with national applications is still early and few data are known. Thus, we have developed a descriptive study with the objective of evaluating the functionality and rate of approval of a national medical application for the Brazilian population.

METHODOLOGY

We used the CardioER® application, marketed by Editora Manole Ltda. since September 2015, which is considered the first national medical application with conduct flowcharts and content related to cardiac emergencies. Between August and December 2016, an optional questionnaire with 11 multiple-choice questions on the use, degree of importance, academic/professional training of the user and role in emergencies was introduced with the latest update of the application. Of approximately 40,000 downloads via App Store and Google Play, 791 (1.9%) answered the questionnaire. The responses were evaluated, and the results are described below.

The questions made were:

  1. What is your level of training?

  1. Medical scholar

  2. Cardiologist

  3. Doctor, but not a cardiologist

  4. Health professional, but not a doctor

  5. Not a health professional

  1. Does your work involve emergency situations?

a) Yes b) No

  1. In your opinion, is the content of the application appropriate to its objective?

a) Yes b) No

  1. In your opinion, which feature in the application is more important to your clinical practice?

  1. Guidelines

  2. Flowcharts

  3. Tables

  4. Images

  5. Calculators

  6. Videos

  7. Blog

  1. Have you ever consulted the application for help in correcting the dosage of a medication/choice of a particular therapy?

a) Yes b) No

  1. Has the application influenced any medical decisions?

a) Yes b) No

  1. Do you consider the use of the application in a given situation/medical decision:

  1. Was helpful

  2. Got in the way

  3. Made no difference

  4. I did not use it in these situations

  1. Do you think the use of medical applications like this is valid?

a) Yes b) No

  1. Do you feel confident in using the application in real medical situations?

a) Yes b) No

  1. Would you recommend the application to other people?

a) Yes b) No

  1. What is the final assessment that you make of this application?

  1. Excellent

  2. Great

  3. Good

  4. Bad

  5. Terrible

STATISTICAL ANALYSIS

Presented in the form of percentages and absolute values calculated for each question analyzed.

RESULTS

Approximately 9% of those who used the application were medical scholars, 56% were not cardiologists, 32% were training cardiologists and about 93% worked in emergency sectors (Figure 1). Ninety-six percent found the application content adequate to its objective and the flowcharts were considered the most important feature by 56%, followed by the guidelines (26%) and dosage calculators (12%). According to the users, 81% felt the application assisted them in the choice of therapy, being helpful in 88% of the cases and getting in the way 0% of the times. Approximately 99% of users found the application valid and 96% feel confident making decisions based on its information. Overall, the final assessment of the application was excellent, great or good for 97% of users. The results of the practical use of the application and user’s final opinion on it are shown in figures 2 and 3.

FIGURE 1
Application user profiles.

FIGURE 2
Results of the practical use of the application.

FIGURE 3
Final conclusion of the users regarding the application.

DISCUSSION

The study shows that the use of an application directed to the medical audience and aimed at the rapid resolution of an emergency problem can bring benefits. At least in respect of the acceptance and usefulness of the device, the evaluations were, in their majority, great or excellent, partly due to its wide range of data with quick access. Or perhaps due to the availability of the flowcharts, following a line of reasoning and being the best-rated content on the platform.

Within cardiology, some smartphone applications have become popular in recent years and allowed the publication of data related to their use and viability66. Barbagelata A, Bethea CF, Severance HW, Mentz RJ, Albert D, Barsness GW, et al. Smartphone ECG for evaluation of ST-segment elevation myocardial infarction (STEMI): design of the ST LEUIS International Multicenter Study. J Electrocardiol. 2018;51(2):260-4.,1010. Newham WG, Tayebjee MH. Excellent symptom rhythm correlation in patients with palpitations using a novel Smartphone based event recorder. J Atr Fibrillation. 2017;10(1):1514.

11. Magnusson P, Mörner S. EvaLuation Using Cardiac Insertable Devices And TelephonE in Hypertrophic Cardiomyopathy (ELUCIDATE HCM)-rationale and design: a prospective observational study on incidence of arrhythmias in Sweden. BMJ Open. 2017;7(12):e019541.

12. Mandoli GE, D’Ascenzi F, Cameli M, Mondillo S. Cardiology: is the smartphone era? G Ital Cardiol (Rome). 2017;18(12):832-6.

13. Kotecha D, Chua WWL, Fabritz L, Hendriks J, Casadei B, Schotten U, et al. European Society of Cardiology smartphone and tablet applications for patients with atrial fibrillation and their health care providers. Europace. 2018;20(2):225-33.

14. Santo K, Chow CK, Thiagalingam A, Rogers K, Chalmers J, Redfern J. MEDication reminder APPs to improve medication adherence in Coronary Heart Disease (MedApp-CHD) Study: a randomised controlled trial protocol. BMJ Open. 2017;7(10):e017540.

15. Tabing A, Harrell TE, Romero S, Francisco G. Supraventricular tachycardia diagnosed by smartphone ECG. BMJ Case Rep. 2017 Sep 11;2017. pii: bcr-2016-217197.

16. Tu HT, Chen Z, Swift C, Churilov L, Guo R, Liu X, et al. Smartphone electrographic monitoring for atrial fibrillation in acute ischemic stroke and transient ischemic attack. Int J Stroke. 2017;12(7):786-9.

17. Chauhan V, Negi PC, Raina S, Raina S, Bhatnagar M, Guleri R, et al. Smartphone-based tele-electrocardiography support for primary care physicians reduces the pain-to-treatment time in acute coronary syndrome. J Telemed Telecare. 2017 Jan 1:1357633X17719395.

18. Scali MC, Azevedo Bellagamba CC, Ciampi Q, Simova I, Castro e Silva Pretto JL, et al. Stress echocardiography with smartphone: real-time remote reading for regional wall motion. Int J Cardiovasc Imaging. 2017;33(11):1731-6.
-1919. Mamorita N, Arisaka N, Isonaka R, Kawakami T, Takeuchi A. Development of a smartphone app for visualizing heart sounds and murmurs. Cardiology. 2017;137(3):193-200..

As an example, a study published in 2017 evaluated the AliveCor application (AliveCor Inc, California, USA), developed as a cardiac event recorder. The objective of this study was to investigate whether the smartphone-based event logger could be effectively used to obtain a correlation between the rhythm of symptoms in unselected patients with palpitations. A total of 20 patients were included for 12 weeks. A correlation with the rhythm of symptoms was obtained in 85% of the patients, with an arrhythmia detected in 45%. Of a total of 966 electrocardiograms available for review, 96% were interpretable1010. Newham WG, Tayebjee MH. Excellent symptom rhythm correlation in patients with palpitations using a novel Smartphone based event recorder. J Atr Fibrillation. 2017;10(1):1514.,1515. Tabing A, Harrell TE, Romero S, Francisco G. Supraventricular tachycardia diagnosed by smartphone ECG. BMJ Case Rep. 2017 Sep 11;2017. pii: bcr-2016-217197..

On the same line, another study is evaluating a technology that provides access to a reliable means of obtaining an electrocardiogram reading through a smartphone application that works with an attachment providing all 12 leads of a standard electrocardiogram system. The ST Leuis study was designed to validate the smartphone application and its ability to accurately assess the presence or absence of acute myocardial infarction with ST elevation in patients with chest pain in comparison with the gold standard. Approximately 60 patients will be included per institution for a total recruitment of 300 patients. Soon we will have the result of this correlation66. Barbagelata A, Bethea CF, Severance HW, Mentz RJ, Albert D, Barsness GW, et al. Smartphone ECG for evaluation of ST-segment elevation myocardial infarction (STEMI): design of the ST LEUIS International Multicenter Study. J Electrocardiol. 2018;51(2):260-4..

Recently, with the collaboration of the European Society of Cardiology (ESC), applications were created on atrial fibrillation for use on smartphones and tablets. They seek to improve patient education, improving communication between patients and health professionals and encouraging the active involvement of the patient in the management of their condition. It also aims to promote best practice approaches to the care of patients with atrial fibrillation and demonstrate the value of integrating new digital technology into clinical practice, with the potential for patient involvement, optimization of pharmacological and interventional therapy, and, lastly, to improve patient outcomes. There are still no published data on the effectiveness of its use1313. Kotecha D, Chua WWL, Fabritz L, Hendriks J, Casadei B, Schotten U, et al. European Society of Cardiology smartphone and tablet applications for patients with atrial fibrillation and their health care providers. Europace. 2018;20(2):225-33..

Still in the area of cardiology, at the end of 2017 another randomized trial was initiated with three months follow-up to evaluate the feasibility and effectiveness of medication-reminder applications on adherence to therapy compared to usual care. A total of 156 patients with chronic coronary disease have been randomized to one of three groups (usual care group, basic medication reminders group and advanced medication reminder group). The usual care group will receive standard care without access to a medication reminder. The basic medication reminder group will have access to a medication-reminder application with a basic feature that provides simple daily reminders without interactivity. The advanced medication reminder group will have access to a medication-reminder application with additional interactive and customizable features. The primary outcome is adherence to medication. Secondary outcomes include clinical measurements of blood pressure and cholesterol levels and knowledge of medication. An assessment of the process will also be performed to verify the feasibility of the intervention, estimating the acceptability and usefulness to the user1414. Santo K, Chow CK, Thiagalingam A, Rogers K, Chalmers J, Redfern J. MEDication reminder APPs to improve medication adherence in Coronary Heart Disease (MedApp-CHD) Study: a randomised controlled trial protocol. BMJ Open. 2017;7(10):e017540..

Other applications are working on the possibility of reducing door-to-balloon time and detect arrhythmias in patients with hypertrophic cardiomyopathy or who suffered an idiopathic stroke1111. Magnusson P, Mörner S. EvaLuation Using Cardiac Insertable Devices And TelephonE in Hypertrophic Cardiomyopathy (ELUCIDATE HCM)-rationale and design: a prospective observational study on incidence of arrhythmias in Sweden. BMJ Open. 2017;7(12):e019541.,1616. Tu HT, Chen Z, Swift C, Churilov L, Guo R, Liu X, et al. Smartphone electrographic monitoring for atrial fibrillation in acute ischemic stroke and transient ischemic attack. Int J Stroke. 2017;12(7):786-9.,1717. Chauhan V, Negi PC, Raina S, Raina S, Bhatnagar M, Guleri R, et al. Smartphone-based tele-electrocardiography support for primary care physicians reduces the pain-to-treatment time in acute coronary syndrome. J Telemed Telecare. 2017 Jan 1:1357633X17719395..

As noted, most studies are still under evaluation. Prospects have been assessed both on the feasibility and validation of applications. In Brazil, the data presented in this study show the first evaluation of a medical application aimed at emergency situations. There are limitations for not having effective data on mortality or outcomes for the patients involved. In addition, only a small portion of users responded to the poll. However, the data presented complement and follow a trend of global publications seeking the improvement of technology in the healthcare area.

CONCLUSION

The availability of medical applications may be able to assist health professionals in their day-to-day practice. The initial experience in Brazil shows that the rate of acceptance and use was excellent, and the development of new applications should be encouraged by health professionals.

REFERENCES

  • 1
    McCarthy OL, Osorio Calderon V, Makleff S, Huaynoca S, Leurent B, Edwards P, et al. An intervention delivered by app instant messaging to increase acceptability and use of effective contraception among young women in Bolivia: protocol of a randomized controlled trial. JMIR Res Protoc. 2017;6(12):e252.
  • 2
    Robbins R, Krebs P, Jagannathan R, Jean-Louis G, Duncan DT. Health app use among US mobile phone users: analysis of trends by chronic disease status. JMIR Mhealth Uhealth. 2017;5(12):e197.
  • 3
    Feuerstein-Simon C, Bzdick S, Padmanabhuni A, Bains P, Roe C, Weinstock RS. Use of a smartphone application to reduce hypoglycemia in type 1 diabetes: a pilot study. J Diabetes Sci Technol. 2017 Dec 1:1932296817749859.
  • 4
    Beukenhorst AL, Schultz DM, McBeth J, Lakshminarayana R, Sergeant JC, Dixon WG. Using smartphones for research outside clinical settings: how operating systems, app developers, and users determine geolocation data quality in mHealth studies. Stud Health Technol Inform. 2017;245:10-4.
  • 5
    Buechi R, Faes L, Bachmann LM, Thiel MA, Bodmer NS, Schmid MK, et al. Evidence assessing the diagnostic performance of medical smartphone apps: a systematic review and exploratory meta-analysis. BMJ Open. 2017;7(12):e018280.
  • 6
    Barbagelata A, Bethea CF, Severance HW, Mentz RJ, Albert D, Barsness GW, et al. Smartphone ECG for evaluation of ST-segment elevation myocardial infarction (STEMI): design of the ST LEUIS International Multicenter Study. J Electrocardiol. 2018;51(2):260-4.
  • 7
    Poulton A, Pan J, Bruns LR Jr, Sinnott RO, Hester R. Assessment of alcohol intake: retrospective measures versus a smartphone application. Addict Behav. 2018;83:35-41.
  • 8
    Nørgaard SK, Nichum VL, Barfred C, Juul HM, Secher AL, Ringholm L, et al. Use of the smartphone application “pregnant with diabetes”. Dan Med J. 2017;64(11). pii: A5417.
  • 9
    Machado GC, Pinheiro MB, Lee H, Ahmed OH, Hendrick P, Williams C, et al. Smartphone apps for the self-management of low back pain: a systematic review. Best Pract Res Clin Rheumatol. 2016;30(6):1098-109.
  • 10
    Newham WG, Tayebjee MH. Excellent symptom rhythm correlation in patients with palpitations using a novel Smartphone based event recorder. J Atr Fibrillation. 2017;10(1):1514.
  • 11
    Magnusson P, Mörner S. EvaLuation Using Cardiac Insertable Devices And TelephonE in Hypertrophic Cardiomyopathy (ELUCIDATE HCM)-rationale and design: a prospective observational study on incidence of arrhythmias in Sweden. BMJ Open. 2017;7(12):e019541.
  • 12
    Mandoli GE, D’Ascenzi F, Cameli M, Mondillo S. Cardiology: is the smartphone era? G Ital Cardiol (Rome). 2017;18(12):832-6.
  • 13
    Kotecha D, Chua WWL, Fabritz L, Hendriks J, Casadei B, Schotten U, et al. European Society of Cardiology smartphone and tablet applications for patients with atrial fibrillation and their health care providers. Europace. 2018;20(2):225-33.
  • 14
    Santo K, Chow CK, Thiagalingam A, Rogers K, Chalmers J, Redfern J. MEDication reminder APPs to improve medication adherence in Coronary Heart Disease (MedApp-CHD) Study: a randomised controlled trial protocol. BMJ Open. 2017;7(10):e017540.
  • 15
    Tabing A, Harrell TE, Romero S, Francisco G. Supraventricular tachycardia diagnosed by smartphone ECG. BMJ Case Rep. 2017 Sep 11;2017. pii: bcr-2016-217197.
  • 16
    Tu HT, Chen Z, Swift C, Churilov L, Guo R, Liu X, et al. Smartphone electrographic monitoring for atrial fibrillation in acute ischemic stroke and transient ischemic attack. Int J Stroke. 2017;12(7):786-9.
  • 17
    Chauhan V, Negi PC, Raina S, Raina S, Bhatnagar M, Guleri R, et al. Smartphone-based tele-electrocardiography support for primary care physicians reduces the pain-to-treatment time in acute coronary syndrome. J Telemed Telecare. 2017 Jan 1:1357633X17719395.
  • 18
    Scali MC, Azevedo Bellagamba CC, Ciampi Q, Simova I, Castro e Silva Pretto JL, et al. Stress echocardiography with smartphone: real-time remote reading for regional wall motion. Int J Cardiovasc Imaging. 2017;33(11):1731-6.
  • 19
    Mamorita N, Arisaka N, Isonaka R, Kawakami T, Takeuchi A. Development of a smartphone app for visualizing heart sounds and murmurs. Cardiology. 2017;137(3):193-200.

Publication Dates

  • Publication in this collection
    Aug 2018

History

  • Received
    02 Feb 2018
  • Accepted
    16 Feb 2018
Associação Médica Brasileira R. São Carlos do Pinhal, 324, 01333-903 São Paulo SP - Brazil, Tel: +55 11 3178-6800, Fax: +55 11 3178-6816 - São Paulo - SP - Brazil
E-mail: ramb@amb.org.br