Utility of a mHealth App for Self-Management and Education of Cardiac Diseases in Spanish Urban and Rural Areas | Journal of Medical Systems
Skip to main content

Advertisement

Utility of a mHealth App for Self-Management and Education of Cardiac Diseases in Spanish Urban and Rural Areas

  • Mobile Systems
  • Published:
Journal of Medical Systems Aims and scope Submit manuscript

Abstract

Analyze the utility of a mobile health app named HeartKeeper in several groups of population and obtain conclusions to be applied to other similar apps. A questionnaire has been designed to evaluate the usage and utility of the HeartKeeper app. The questionnaire information was collected by collaborating cardiologists from 32 patients before and after they used the app. Patients were randomly selected with established quotas within interest groups, so that men and women, patients older or younger than 60 years old and patients living in urban or rural areas were equally represented. Using the appropriate statistical techniques we see that the HeartKeeper app was useful for patients as they qualify with 70 points (out of 100) the overall opinion of the app, it helps them remember more easily taking their pills with a mean improvement of 20.94 points (p < 0.001) and they perceive a global improvement of their health (8.28 points, p < 0.001). We also observe that these improvements do not depend, in general, on the area (urban or rural) where the patient comes from or on their sex. Although older patients needed more help to use the app and used it slightly less frequently, the improvements on several measures considered, such as remembering taking pills, breathing problems or trouble developing activities, depend significantly (p < 0.05) on age with older patients reporting higher improvements than younger ones. The results obtained with the sample of patients considered in this research prove the utility of the HeartKeeper app. This utility is similar in urban and rural areas and for patients of both sexes and, to some extent, depends on the age of the patient with older patients reporting slightly lower frequency of use but higher health improvements than younger ones.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
¥17,985 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Japan)

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  1. Adibi, S., Link technologies and BlackBerry mobile health (mHealth) solutions: a review. IEEE Trans. Inf. Technol. Biomed. 16:586–597, 2012.

    Article  PubMed  Google Scholar 

  2. Agarwal, S., and Lau, C.T., Remote health monitoring using mobile phones and web services. Telemed. J. E. Health. 2010:603–607, 2010.

    Article  Google Scholar 

  3. Chittaro, L., and Vianello, A., Evaluation of a mobile mindfulness app distributed through on-line stores: a 4-week study. Int. J. Hum. Comput. Stud. 86:63–80, 2016.

    Article  Google Scholar 

  4. Sama, P.R., Eapen, Z.J., Weinfurt, K.P., Shah, B.R., and Schulman, K.A., An evaluation of mobile health application tools. JMIR MHealth UHealth. 2(2):e19, 2014.

    Article  PubMed  PubMed Central  Google Scholar 

  5. De la Torre-Díez, I., López-Coronado, M., Vaca, C., Sáez, J., and De Castro, C., Cost-utility and cost-effectiveness studies of telemedicine, electronic and mobile health Systems in the Literature: a systematic review. Telemed. J. E. Health. 21(2):81–85, 2015.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Martínez-Pérez, B., De la Torre-Díez, I., Sainz-de-Abajo, B., and López-Coronado, M., Comparison of mobile apps for the leading causes of death among different income zones: a review on literature and apps stores. JMIR Mhealth Uhealth. 2(1):e1, 2014.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Fiordelli, M., Diviani, N., and Schulz, P.J., Mapping mHealth research: a decade of evolution. J. Med. Internet Res. 15(5):e95, 2013.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Jekova, I., Krasteva, V., Dotsinsky, I., Christov, I., and Abacherli, R., Recognition of diagnostically useful ECG recordings: alert for corrupted or interchanged leads. Comput. Cardiol. 2011:429–432, 2011.

    Google Scholar 

  9. Pfaeffli L, Maddison R, Jiang Y, Dalleck L, Löf, M (2013) Measuring physical activity in a cardiac rehabilitation population using a smartphone-based questionnaire. J. Med. Internet Res. 15(3):e61.

  10. Cano Martín, J.A., Martínez-Pérez, B., De la Torre-Díez, I., and López-Coronado, M., Economic impact assessment from the use of a mobile app for the self-management of heart diseases by patients with heart failure in a Spanish region. J. Med. Syst. 38(9):96, 2014.

    Article  PubMed  Google Scholar 

  11. Martínez-Pérez B., De la Torre-Díez I., De Castro C., Del Pozo F., Herreros González J., López-Coronado, M., A Mobile App for the Self-Management of Heart Diseases. Congress Medicine 2.0: Social Media, Mobile Apps, and Internet/Web 2.0 in Health, Medicine and Biomedical Research , Málaga, Spain, 9–10 October 2014.

  12. Quinn, C.C., Clough, S.S., Minor, J.M., Lender, D., Okafor, M.C., and Gruber-Baldini, A., WellDoc™ mobile diabetes management randomized controlled trial: change in clinical and behavioral outcomes and patient and physician satisfaction. Diabetes Technol. Ther. 10(3):160–168, 2008.

    Article  PubMed  Google Scholar 

  13. Burner, E.R., Menchine, M.D., Kubicek, K., Robles, M., and Arora, S., Perceptions of successful cues to action and opportunities to augment behavioral triggers in diabetes self-management: qualitative analysis of a mobile intervention for low-income Latinos with diabetes. J. Med. Internet Res. 16(1):e25, 2014.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Wayne, N., and Ritvo, P., Smartphone-enabled health coach intervention for people with diabetes from a modest socioeconomic strata community: single-arm longitudinal feasibility study. J. Med. Internet Res. 16(6):e149, 2014.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Phillips C., Thompson G., What is a QALY? Hayward Group Ltd, 2009.

  16. Weinstein MC, Torrance G, McGuire, A (2009) QALYs: the basics. Value Health 12 Suppl 1:S5–S9.

  17. Herdman, M., Gudex, C., Lloyd, A., Janssen, M.F., Kind, P., Parkin, D., Bonsel, G., and Badia, X., Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5 L). Qual. Life Res. 20:1727–1736, 2011.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Oppe, M., Devlin, N.J., Hout van, B., Krabbe, P.F.M., and de Charro, F., A programme of methodological research to arrive at the new international EQ-5D-5 L valuation protocol. Value Health. 17(4):445–453, 2014.

    Article  PubMed  Google Scholar 

  19. Montgomery DC. Design and analysis of experiments, 8th Edition. Wiley, 2013.

  20. Montgomery DC, Peck EA, Vining GG. Introduction to linear regression analysis, 5th Edition. Wiley, 2012.

Download references

Acknowledgments

This research has been partially supported by the European Commission and the Ministry of Industry, Energy and Tourism under the project AAL-20125036 named “WetakeCare: ICT- based Solution for (Self-) Management of Daily Living”.

Thanks to the Service of Cardiology of the Clinic University Hospital of Valladolid, Spain for the collaboration in this work. The authors also thank the anonymous reviewers for several useful comments which improved this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Isabel de la Torre-Díez.

Ethics declarations

Conflict of interest

No author has a conflict of interest with the contents of this manuscript.

Additional information

This article is part of the Topical Collection on Mobile Systems

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

de Garibay, V.G., Fernández, M.A., de la Torre-Díez, I. et al. Utility of a mHealth App for Self-Management and Education of Cardiac Diseases in Spanish Urban and Rural Areas. J Med Syst 40, 186 (2016). https://doi.org/10.1007/s10916-016-0531-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10916-016-0531-4

Keywords