The Usage of Digital Health Mobile-Based Applications among Saudi Population
Abstract
:1. Introduction
2. Methods
2.1. Study Design and Setting
2.2. Study Population and Sampling
2.3. Data Collection and Tool
2.4. Data Analysis
2.5. Ethical Approval
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Taibah1, H.; Arlikatti, S.; Delgrosso, B. Advancing e-Health in Saudi Arabia: Calling for Smart Village Initiatives. WIT Transactions on Ecology and the Environment. Available online: https://www.witpress.com/elibrary/wit-transactions-on-ecology-and-the-environment/249/37877 (accessed on 5 April 2023).
- Sánchez, A.; Villalba-Mora, B.; Peinado, I.S.; Rodriguez-Maña, L. Integrated Care Program for Older Adults: Analysis and Improvement. J. Nutr. Health Aging 2017, 21, 867–873. [Google Scholar] [CrossRef]
- Harper, S. The capacity of social security and health care institutions to adapt to an ageing world. Int. Soc. Secur. Rev. 2010, 63, 177–196. [Google Scholar] [CrossRef]
- Stroetmann, K.; Kubitschke, L.; Ronbison, S.; Stroetmann, V.; Cullen, K.; McDaid, D. How Can Telehealth Help in the Provision of Integrated Care? World Health Organization: Geneva, Switzerland, 2010. [Google Scholar]
- Wootton, R. Telemedicine. BMJ 2001, 323, 557–560. [Google Scholar] [CrossRef]
- Abbott, P.A.; Liu, Y. A scoping review of telehealth. Yearb. Med. Inform. 2013, 8, 51–58. [Google Scholar]
- Leu, D.; Kinzer, C. The convergence of literacy instruction with networked technologies for information and communication. Read. Res. Q. 2000, 35, 108–127. [Google Scholar] [CrossRef]
- Saliba, V.; Legido-Quigley, H.; Hallik, R.; Aaviksoo, A.; Car, J.; McKee, M. Telemedicine across borders: A systematic review of factors that hinder or support implementation. Int. J. Med. Inform. 2012, 81, 793–809. [Google Scholar] [CrossRef]
- Krebs, P.; Duncan, D.T. Health app use among us mobile phone owners: A national survey. JMIR Mhealth Uhealth 2015, 3, e101. [Google Scholar] [CrossRef] [Green Version]
- McGillicuddy, J.W.; Weiland, A.K.; Frenzel, R.M.; Mueller, M.; Brunner-Jackson, B.M.; Taber, D.J.; Bailiga, P.K.; Treiber, F.A. Patient attitudes toward mobile phone-based health monitoring: Questionnaire study among kidney transplant recipients. J. Med. Internet Res. 2013, 15, e6. [Google Scholar] [CrossRef]
- Lluch, M. Incentives for telehealthcare deployment that support integrated care: A comparative analysis across eight European countries. Int. J. Integr. Care 2013, 13, e042. [Google Scholar] [CrossRef] [Green Version]
- Adeloye, D.; Adigun, T.; Misra, S.; Omoregbe, N. Assessing the coverage of e-health services in sub-Saharan Africa. a systematic review and analysis. Methods Inf. Med. 2017, 56, 189–199. [Google Scholar]
- Shittu, L.; Adesanya, O.; Izegbu, M.; Oyewopo, A.; Ade, A.; Ashiru, O.A. Knowledge and perception of health workers towards tele-medicine application in a new teaching hospital in Lagos. Sci. Res. Essays 2007, 2, 16–19. [Google Scholar]
- El Gatit, A.M.; Tabet, A.S.; Sherief, M.; Warieth, G.; Abougharsa, M.; Abouzgaia, H. Effects of an awareness symposium on perception of Libyan physicians regarding telemedicine. East Mediterr. Health J. 2008, 14, 926–930. [Google Scholar]
- Alkhormi, A.H.; Mahfouz, M.S.; Alshahrani, N.Z.; Hummadi, A.; Hakami, W.A.; Alattas, D.H.; Alhafaf, H.Q.; Kardly, L.E.; Mashhoor, M.A. Psychological Health and Diabetes Self-Management among Patients with Type 2 Diabetes during COVID-19 in the Southwest of Saudi Arabia. Medicina 2022, 58, 675. [Google Scholar] [CrossRef]
- Alghareeb, M.; Albesher, S.A.; Asif, A. Studying users’ perceptions of COVID-19 mobile applications in Saudi Arabia. Sustainability 2023, 15, 956. [Google Scholar] [CrossRef]
- Noor, A. The Utilization of E-Health in the Kingdom of Saudi Arabia. Int. Res. J. Eng. Technol. (IRJET) 2019, 6, 11. Available online: https://www.irjet.net/archives/V6/i9/IRJET-V6I9187.pdf (accessed on 5 April 2023).
- Jadi, A. Mobile health services in Saudi Arabia-challenges and opportunities. Int. J. Adv. Comput. Sci. Appl. 2020, 11. [Google Scholar] [CrossRef]
- Paton, C.; Bladon, M.R. Introduction to Digital Health, Textbook of Digital Health; University of Oxford: Oxford, UK, 2021; pp. 7–16. Available online: https://users.ox.ac.uk/~ctsu0350/publications/Introduction-to-Digtial-Health-C-Paton-Textbook-of-Digital-Health-2021.pdf (accessed on 5 April 2023).
- Alghamid, S. Popularity and impact of using smart devices in medicine: Experiences in Saudi Arabia. BMC Public Health 2018, 18, 531. [Google Scholar] [CrossRef] [Green Version]
- Atallah, N.; Khalifa, M.; El Metwally, A.; Househ, M. The prevalence and usage of mobile health applications among mental health patients in Saudi Arabia. Comput. Methods Programs Biomed. 2018, 156, 163–168. [Google Scholar] [CrossRef]
- Almufarij, A.; Alharbi, A. Perceptions of Using Mobile Health Apps (mHealth) During COVID-19 Pandemic In Saudi Arabia: A Cross-Sectional Study. J. Health Inform. Dev. Ctries. 2022, 16. Available online: http://www.jhidc.org/ (accessed on 5 April 2023).
- Aldhahir, M.A. Current Knowledge, satisfaction, and use of E-Health mobile application (Seha) among the general population of Saudi Arabia: A cross-sectional study. J. Multidiscip. Healthc. 2022, 15, 667–678. [Google Scholar] [CrossRef]
- Alghamdi, S.M.; Aldhahir, A.M.; Alqahtani, J.S.; Siraj, R.A.; Alsulayyim, A.S.; Almojaibel, A.A.; Alhotye, M.; Alanazi, A.M.; Alqarni, A.A. Healthcare Providers’ Perception and Barriers Concerning the Use of Telehealth Applications in Saudi Arabia: A Cross-Sectional Study. Healthcare 2022, 10, 1527. [Google Scholar] [CrossRef] [PubMed]
- Aleisa, M.A.; Abdullah, N.S.; Alqahtani, A.A.A.; Aleisa, J.A.J.; Algethami, M.R.; Alshahrani, N.Z. Association between Alexithymia and Depression among King Khalid University Medical Students: An Analytical Cross-Sectional Study. Healthcare 2022, 10, 1703. [Google Scholar] [CrossRef] [PubMed]
- Brown, H.M.T.; Bewick, M. Digital health education: The need for a digitally ready workforce. Arch. Dis. Child Educ. Pract. Ed. 2022. ahead of print. [Google Scholar] [CrossRef]
- Alshahrani, N.Z.; Ridda, I.; Rashid, H.; Alzahrani, F.; Othman, L.M.B.; Alzaydani, H.A. Willingness of Saudi Adults to Receive a COVID-19 Vaccine Booster Dose. Sustainability 2023, 15, 920. [Google Scholar] [CrossRef]
- Aljohani, N. Adoption of M-Health Applications: The Saudi Arabian Healthcare Perspectives. Australasian Conference on Information Systems. Available online: https://acis2019.io/pdfs/ACIS2019_PaperFIN_045.pdf (accessed on 5 April 2023).
- Ministry of Health Saudi Arabia. Apps for Your Health. Available online: https://covid19awareness.sa/en/apps-for-your-health-2 (accessed on 5 April 2023).
- Zaman, U.T.; Raheem, M.A.; Alharbi, M.; Shodri, M.F. E-health and its Transformation of Healthcare Delivery System in Makkah, Saudi Arabia. Int. J. Med. Res. Health Sci. 2018, 7, 76–82. Available online: https://www.ijmrhs.com/medical-research/ehealth-and-its-transformation-of-healthcare-delivery-system-in-makkah-saudi-arabia.pdf (accessed on 5 April 2023).
- World Health Organization, eHealth Conversations: Using Information Management, Dialogue, and Knowledge Exchange to Move toward Universal Access to Health. Available online: http://iris.paho.org/xmlui/bitstream/handle/123456789/28392/9789275118283_eng.pdf?sequence=1&isAllowed=y (accessed on 5 April 2023).
Characteristic | Frequency | Percent | |
---|---|---|---|
Gender | |||
Female | 494 | 67.1 | |
Male | 242 | 32.9 | |
Age | |||
15–22 years | 110 | 14.9 | |
23–30 years | 135 | 18.3 | |
31–38 years | 115 | 15.6 | |
39–46 years | 138 | 18.8 | |
47 or older | 238 | 32.3 | |
Education Level | |||
High school | 175 | 23.8 | |
College | 519 | 70.5 | |
Elementary | 36 | 4.9 | |
Primary | 6 | 0.8 | |
Nationality | |||
Saudi | 669 | 90.9 | |
Non-Saudi | 67 | 9.1 | |
Residence type | |||
Villa | 518 | 70.4 | |
Apartment | 150 | 20.4 | |
A floor of three | 68 | 9.2 | |
Residence Status | |||
Owned | 529 | 71.9 | |
Rented | 207 | 28.1 | |
Monthly Income | |||
Less 2000 | 60 | 11.3 | |
2000–5000 | 127 | 23.8 | |
6000–10,000 | 346 | 64.9 | |
Suffer from any chronic diseases or allergies | |||
Yes | 320 | 43.5 | |
No | 416 | 56.5 | |
Using regular medications | |||
Yes | 301 | 40.9 | |
No | 435 | 59.1 | |
Faced a medical condition requiring urgent intervention | |||
Yes | 222 | 30.2 | |
No | 514 | 69.8 |
Usage of Medical Apps | Count | Percentage (%) | |
---|---|---|---|
Heard of digital health | |||
Yes | 393 | 53.4 | |
No | 343 | 46.6 | |
Source of information for digital health | |||
Internet Advertisement | 181 | 24.6 | |
Do not know about it | 280 | 38.0 | |
Healthcare worker | 112 | 15.2 | |
Family and Friends | 163 | 22.1 | |
Number of medical applications on device | |||
One | 185 | 36.3 | |
Two | 141 | 27.7 | |
Three or more | 183 | 36.0 | |
Knowledge about smart devices in medical applications | |||
Little | 467 | 63.5 | |
A lot | 110 | 14.9 | |
Nothing | 159 | 21.6 | |
How applications affect the quality of provided healthcare | |||
Positively | 648 | 88.0 | |
No effect | 81 | 11.0 | |
Negatively | 7 | 1.0 | |
Using smart devices medical application to access personal medical data is an appropriate way | |||
Yes | 659 | 89.5 | |
No | 77 | 10.5 | |
Completed filling up the required data related to history of illnesses in the applications | |||
Yes | 247 | 33.6 | |
No | 489 | 66.4 | |
Ever been in a situation of using medical applications to know the medical history to save an injured person | |||
Yes | 81 | 11 | |
No | 655 | 89 | |
Medical history in applications useful to any of the medical teams in a previous emergency | |||
Yes | 48 | 6.5 | |
No | 130 | 17.7 | |
Never been in a situation where it was needed | 558 | 75.8 | |
Some medical applications are part of the operating system of smart devices which does not require downloading. | |||
Yes | 250 | 34.0 | |
No | 486 | 66.0 | |
Medical data and history of illness are private information that you do not prefer to share | |||
Yes | 368 | 50.0 | |
No | 368 | 50.0 |
Variable | 1 | 2 | 3 | M | SD |
---|---|---|---|---|---|
1. Education Level | --- | −0.002 | 0.057 | 1.83 | 0.54 |
2. Number of medical apps on device | --- | --- | 0.178 * | 2.00 | 0.85 |
3. Knowledge about smart devices’ medical applications | --- | --- | --- | 1.58 | 0.82 |
Used Any of the Saudi Authorized Medical Apps | |||||
---|---|---|---|---|---|
Variable | n | Yes | No | X2 | p |
Monthly Income: | 1.44 | 0.488 | |||
Less 2000 | 60 | 12 | 48 | ||
2000–5000 | 127 | 18 | 109 | ||
6000–10,000 | 346 | 49 | 297 | ||
Suffers from chronic illnesses or allergies: | 0.14 | 0.708 | |||
Yes | 320 | 58 | 262 | ||
No | 416 | 71 | 345 | ||
Using regular medication: | 0.20 | 0.658 | |||
Yes | 301 | 55 | 246 | ||
No | 435 | 74 | 361 | ||
Been in a situation of using medical applications to know the medical history for the sake of saving an injured person: | 4.97 | 0.026 * | |||
Yes | 81 | 7 | 74 | ||
No | 655 | 122 | 533 |
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AlAli, N.; AlKhudairy, Y.; AlSafadi, K.; Abduljabbar, B.; Aljerian, N.; Albeshry, A.M.; Alshahrani, N.Z. The Usage of Digital Health Mobile-Based Applications among Saudi Population. Healthcare 2023, 11, 1413. https://doi.org/10.3390/healthcare11101413
AlAli N, AlKhudairy Y, AlSafadi K, Abduljabbar B, Aljerian N, Albeshry AM, Alshahrani NZ. The Usage of Digital Health Mobile-Based Applications among Saudi Population. Healthcare. 2023; 11(10):1413. https://doi.org/10.3390/healthcare11101413
Chicago/Turabian StyleAlAli, Naif, Yasser AlKhudairy, Khalid AlSafadi, Bandar Abduljabbar, Nawfal Aljerian, Abdulrahman M. Albeshry, and Najim Z. Alshahrani. 2023. "The Usage of Digital Health Mobile-Based Applications among Saudi Population" Healthcare 11, no. 10: 1413. https://doi.org/10.3390/healthcare11101413
APA StyleAlAli, N., AlKhudairy, Y., AlSafadi, K., Abduljabbar, B., Aljerian, N., Albeshry, A. M., & Alshahrani, N. Z. (2023). The Usage of Digital Health Mobile-Based Applications among Saudi Population. Healthcare, 11(10), 1413. https://doi.org/10.3390/healthcare11101413