Advancing Healthcare: A Comprehensive Review and Future Outlook of IoT Innovations
Received: 2 October 2024 | Revised: 28 October 2024 | Accepted: 5 December 2024 | Online: 25 December 2024
Corresponding author: Md. Kamruzzaman
Abstract
Rapid innovation leading to better patient outcomes have been driven by recent breakthroughs in the Internet of Things (IoT), which have drastically changed the healthcare sector. In order to highlight the importance of IoT in healthcare applications, this article presents a user-friendly and integrated approach for bibliometric analysis. Traditional bibliometric methods often rely solely on Web of Science (WoS) or Scopus, limiting the scope of analysis. To address this issue, the proposed approach uses the R program Bibliometrix to combine data from seven databases, namely Scopus, WoS, IEEE, ACM Digital Library, PubMed, Science Direct, and Google Scholar (GS). After having developed an inclusion/exclusion criterion, 2,990 journal papers published between 2011 and 2022 were subjected to a thorough literature review and bibliometric analysis. This study demonstrates that the healthcare industry is highly interested in the IoT, as well as the rapid growth of research into IoT healthcare applications, blockchain, Artificial Intelligence (AI), 5G telecoms, and data analytics. Authentication methods, fog computing, cloud-IoT integration, cognitive smart healthcare, and other essential topics are further examined by employing co-citation network analysis. In addition to illuminating potential avenues for further investigation, these results provide academics with a comprehensive picture of where IoT research in healthcare is standing at the moment. The output of the conducted analysis shows that there has been a dramatic uptick in publishing since 2017, with most of the articles appearing in prestigious journals related to computer science. By integrating data from multiple databases, the proposed methodology represents a significant advancement in bibliometric analysis, enabling a more comprehensive exploration of IoT's impact on healthcare, and facilitating a deeper understanding of the emerging trends and critical themes in this rapidly evolving field.
Keywords:
IoT, advanced healthcare, bibliometric analysis, blockchain, artificial intelligenceDownloads
References
N. Genet et al., "Home care in Europe: a systematic literature review," BMC Health Services Research, vol. 11, no. 1, Aug. 2011, Art. no. 207.
M. Jayaweera, H. Perera, B. Gunawardana, and J. Manatunge, "Transmission of COVID-19 virus by droplets and aerosols: A critical review on the unresolved dichotomy," Environmental Research, vol. 188, Sep. 2020, Art. no. 109819.
D. R. Seshadri et al., "Wearable Sensors for COVID-19: A Call to Action to Harness Our Digital Infrastructure for Remote Patient Monitoring and Virtual Assessments," Frontiers in Digital Health, vol. 2, Jun. 2020, Art. no. 8.
M. W. Ullah, R. Rahman, S. I. Nilima, A. F. Tasnim, and M. B. Aziz, "Health Behaviors and Outcomes of Mobile Health Apps and Patient Engagement in the USA," Journal of Computer and Communications, vol. 12, no. 10, pp. 78–93, Oct. 2024.
Md. Habibur Rahman Sobuz et al., "Assessment of mechanical properties with machine learning modeling and durability, and microstructural characteristics of a biochar-cement mortar composite," Construction and Building Materials, vol. 411, Jan. 2024, Art. no. 134281.
Md. H. R. Sobuz et al., "High-Strength Self-Compacting Concrete Production Incorporating Supplementary Cementitious Materials: Experimental Evaluations and Machine Learning Modelling," International Journal of Concrete Structures and Materials, vol. 18, no. 1, Oct. 2024, Art. no. 67.
Md. H. R. Sobuz et al., "Optimization of recycled rubber self-compacting concrete: Experimental findings and machine learning-based evaluation," Heliyon, vol. 10, Mar. 2024, Art. no. e27793.
Z. Ashfaq et al., "A review of enabling technologies for Internet of Medical Things (IoMT) Ecosystem," Ain Shams Engineering Journal, vol. 13, no. 4, Jun. 2022, Art. no. 101660.
N. Mohammad, R. Khatoon, S. I. Nilima, J. Akter, M. Kamruzzaman, and H. M. Sozib, "Ensuring Security and Privacy in the Internet of Things: Challenges and Solutions," Journal of Computer and Communications, vol. 12, no. 8, pp. 257–277, Aug. 2024.
S. I. Nilima, M. K. Bhuyan, M. Kamruzzaman, J. Akter, R. Hasan, and F. T. Johora, "Optimizing Resource Management for IoT Devices in Constrained Environments," Journal of Computer and Communications, vol. 12, no. 8, pp. 81–98, Aug. 2024.
N. Mohammad, M. Prabha, S. Sharmin, R. Khatoon, and M. A. U. Imran, "Combating banking fraud with it: integrating machine learning and data analytics," The American Journal of Management and Economics Innovations, vol. 6, no. 7, pp. 39–56, Jul. 2024.
R. Hasan, S. F. Farabi, M. A. Al Mahmud, J. Akter, and M. A. Hossain, "Information technologies for the next future world: Implications, impacts and barriers: Part-I," International Journal of Creative Research Thoughts, vol. 12, no. 5, pp. a323–a330, 2024.
A. Shahana et al., "AI-Driven Cybersecurity: Balancing Advancements and Safeguards," Journal of Computer Science and Technology Studies, vol. 6, no. 2, pp. 76–85, May 2024.
D. Gupta, M. P. S. Bhatia, and A. Kumar, "Resolving Data Overload and Latency Issues in Multivariate Time-Series IoMT Data for Mental Health Monitoring," IEEE Sensors Journal, vol. 21, no. 22, pp. 25421–25428, Nov. 2021.
J. Wang, M. K. Lim, C. Wang, and M.-L. Tseng, "The evolution of the Internet of Things (IoT) over the past 20 years," Computers & Industrial Engineering, vol. 155, May 2021, Art. no. 107174.
S. T. Konstantinidis, A. Billis, H. Wharrad, and P. D. Bamidis, "Internet of Things in Health Trends Through Bibliometrics and Text Mining," in Informatics for Health: Connected Citizen-Led Wellness and Population Health, Amsterdam, Netherlands: IOS Press, 2017, pp. 73–77.
W. Choi, J. Kim, S. Lee, and E. Park, "Smart home and internet of things: A bibliometric study," Journal of Cleaner Production, vol. 301, Jun. 2021, Art. no. 126908.
R. H. R. M. Ali, A. Ahmi, and S. Sudin, "Examining the trend of the research on the internet of things (IoT): A bibliometric analysis of the journal articles as indexed in the Scopus database," Journal of Physics Conference Series, vol. 1529, no. 2, Apr. 2020, Art. no. 022075.
F. Sadoughi, A. Behmanesh, and N. Sayfouri, "Internet of things in medicine: A systematic mapping study," Journal of Biomedical Informatics, vol. 103, Mar. 2020, Art. no. 103383.
J. Aagja, S. Shome, and A. Chandra, "A Bibliometric Analysis of Digital Health & Mobile Health Related Global Research Publications," Hospital Topics, vol. 101, no. 4, pp. 319–325, Oct. 2023.
J. Wang and S. Zhang, "Cross-Cultural Learning: A Visualized Bibliometric Analysis Based on Bibliometrix from 2002 to 2021," Mobile Information Systems, vol. 2022, no. 1, 2022, Art. no. 7478223.
H. Ejaz et al., "Bibliometric Analysis of Publications on the Omicron Variant from 2020 to 2022 in the Scopus Database Using R and VOSviewer," IJERPH, vol. 19, no. 19, 2022, Art. no. 12407.
M. Ranjbari et al., "Mapping healthcare waste management research: Past evolution, current challenges, and future perspectives towards a circular economy transition," Journal of Hazardous Materials, vol. 422, Jan. 2022, Art. no. 126724.
D. F. A. Husaeni and A. B. D. Nandiyanto, "Bibliometric using Vosviewer with Publish or Perish (using google scholar data): From step-by-step processing for users to the practical examples in the analysis of digital learning articles in pre and post Covid-19 pandemic," ASEAN Journal of Science and Engineering, vol. 2, no. 1, pp. 19–46, 2022.
M. F. Jusoh, M. F. A. Muttalib, K. T. Krishnan, and A. Katimon, "An overview of the internet of things (IoT) and irrigation approach through bibliometric analysis," IOP Conference Series: Earth and Environmental Science, vol. 756, May 2021, Art. no. 012041.
A. Ahmi, H. Elbardan, and R. H. Raja Mohd Ali, "Bibliometric Analysis of Published Literature on Industry 4.0," in International Conference on Electronics, Information, and Communication, Auckland, New Zealand, Jan. 2019, pp. 1–6.
N. H. Shahidan, A. S. A. Latiff, and S. A. Wahab, "Moving Towards Society 5.0: A Bibliometric and Visualization Analysis," in International Conference on Society 5.0, Jun. 2021, pp. 93–104.
P. Ratta, A. Kaur, S. Sharma, M. Shabaz, and G. Dhiman, "Application of Blockchain and Internet of Things in Healthcare and Medical Sector: Applications, Challenges, and Future Perspectives," Journal of Food Quality, vol. 2021, no. 1, 2021, Art. no. 7608296.
A. H. Mohd Aman, W. H. Hassan, S. Sameen, Z. S. Attarbashi, M. Alizadeh, and L. A. Latiff, "IoMT amid COVID-19 pandemic: Application, architecture, technology, and security," Journal of Network and Computer Applications, vol. 174, Jan. 2021, Art. no. 102886.
A. I. Awad, M. M. Fouda, M. M. Khashaba, E. R. Mohamed, and K. M. Hosny, "Utilization of mobile edge computing on the Internet of Medical Things: A survey," ICT Express, vol. 9, no. 3, pp. 473–485, Jun. 2023.
H. Ahmadi, G. Arji, L. Shahmoradi, R. Safdari, M. Nilashi, and M. Alizadeh, "The application of internet of things in healthcare: a systematic literature review and classification," Universal Access in the Information Society, vol. 18, no. 4, pp. 837–869, Nov. 2019.
R. Mieronkoski et al., "The Internet of Things for basic nursing care—A scoping review," International Journal of Nursing Studies, vol. 69, pp. 78–90, Apr. 2017.
S. Nazir, Y. Ali, N. Ullah, and I. Garcia-Magarino, "Internet of Things for Healthcare Using Effects of Mobile Computing: A Systematic Literature Review," Wireless Communications and Mobile Computing, vol. 2019, no. 1, 2019, Art. no. 5931315.
M. Haghi Kashani, M. Madanipour, M. Nikravan, P. Asghari, and E. Mahdipour, "A systematic review of IoT in healthcare: Applications, techniques, and trends," Journal of Network and Computer Applications, vol. 192, Oct. 2021, Art. no. 103164.
R. Lederman, O. Ben-Assuli, and T. H. Vo, "The role of the Internet of Things in Healthcare in supporting clinicians and patients: A narrative review," Health Policy and Technology, vol. 10, no. 3, Sep. 2021, Art. no. 100552.
T. Saheb and L. Izadi, "Paradigm of IoT big data analytics in the healthcare industry: A review of scientific literature and mapping of research trends," Telematics and Informatics, vol. 41, pp. 70–85, Aug. 2019.
M. Fetscherin and D. Heinrich, "Consumer brand relationships research: A bibliometric citation meta-analysis," Journal of Business Research, vol. 68, no. 2, pp. 380–390, Feb. 2015.
Y.-M. Guo et al., "A bibliometric analysis and visualization of blockchain," Future Generation Computer Systems, vol. 116, pp. 316–332, Mar. 2021.
M. Kamran, H. U. Khan, W. Nisar, M. Farooq, and S.-U. Rehman, "Blockchain and Internet of Things: A bibliometric study," Computers & Electrical Engineering, vol. 81, Jan. 2020, Art. no. 106525.
R. Kumar, S. Rani, and M. A. Awadh, "Exploring the Application Sphere of the Internet of Things in Industry 4.0: A Review, Bibliometric and Content Analysis," Sensors, vol. 22, Jun. 2022, Art. no. 4276.
S. Echchakoui, "Why and how to merge Scopus and Web of Science during bibliometric analysis: the case of sales force literature from 1912 to 2019," Journal of Marketing Analytics, vol. 8, no. 3, pp. 165–184, Sep. 2020.
R. Ullah, I. Asghar, and M. G. Griffiths, "An Integrated Methodology for Bibliometric Analysis: A Case Study of Internet of Things in Healthcare Applications," Sensors, vol. 23, no. 1, Dec. 2022, Art. no. 67.
A.-W. Harzing -, "Publish or Perish," Harzing.com, Feb. 06, 2016. https://harzing.com/resources/publish-or-perish.
M. Aria and C. Cuccurullo, "bibliometrix: An R-tool for comprehensive science mapping analysis," Journal of Informetrics, vol. 11, no. 4, pp. 959–975, Nov. 2017.
C. Stergiou, K. E. Psannis, B.-G. Kim, and B. Gupta, "Secure integration of IoT and Cloud Computing," Future Generation Computer Systems, vol. 78, pp. 964–975, Jan. 2018.
Y. Yang, L. Wu, G. Yin, L. Li, and H. Zhao, "A Survey on Security and Privacy Issues in Internet-of-Things," IEEE Internet of Things Journal, vol. 4, no. 5, pp. 1250–1258, Oct. 2017.
L. M. Dang, M. J. Piran, D. Han, K. Min, and H. Moon, "A Survey on Internet of Things and Cloud Computing for Healthcare," Electronics, vol. 8, no. 7, Jul. 2019, Art. no. 768.
K. Kumar, N. Kumar, and R. Shah, "Role of IoT to avoid spreading of COVID-19," International Journal of Intelligent Networks, vol. 1, pp. 32–35, Jan. 2020.
S. M. R. Islam, D. Kwak, MD. H. Kabir, M. Hossain, and K.-S. Kwak, "The Internet of Things for Health Care: A Comprehensive Survey," IEEE Access, vol. 3, pp. 678–708, 2015.
R. Vaishya, M. Javaid, I. H. Khan, and A. Haleem, "Artificial Intelligence (AI) applications for COVID-19 pandemic," Diabetes & Metabolic Syndrome: Clinical Research & Reviews, vol. 14, no. 4, pp. 337–339, Jul. 2020.
R. Gravina, P. Alinia, H. Ghasemzadeh, and G. Fortino, "Multi-sensor fusion in body sensor networks: State-of-the-art and research challenges," Information Fusion, vol. 35, pp. 68–80, May 2017.
F. Casino, T. K. Dasaklis, and C. Patsakis, "A systematic literature review of blockchain-based applications: Current status, classification and open issues," Telematics and Informatics, vol. 36, pp. 55–81, Mar. 2019.
N. C. Peeri et al., "The SARS, MERS and novel coronavirus (COVID-19) epidemics, the newest and biggest global health threats: what lessons have we learned?," International journal of epidemiology, vol. 49, no. 3, pp. 717–726, 2021.
Y. Khan, A. E. Ostfeld, C. M. Lochner, A. Pierre, and A. C. Arias, "Monitoring of Vital Signs with Flexible and Wearable Medical Devices," Advanced Materials, vol. 28, no. 22, pp. 4373–4395, Jun. 2016.
L. Catarinucci et al., "An IoT-Aware Architecture for Smart Healthcare Systems," IEEE Internet of Things Journal, vol. 2, no. 6, pp. 515–526, Sep. 2015.
M. Swan, "Sensor Mania! The Internet of Things, Wearable Computing, Objective Metrics, and the Quantified Self 2.0," Journal of Sensor and Actuator Networks, vol. 1, no. 3, pp. 217–253, Dec. 2012.
A. M. Rahmani et al., "Exploiting smart e-Health gateways at the edge of healthcare Internet-of-Things: A fog computing approach," Future Generation Computer Systems, vol. 78, pp. 641–658, Jan. 2018.
G. H. Alzeer, G. S. Aljumaie, and W. Alhakami, "Security and Threats of RFID and WSNs: Comparative Study," International Journal of Advanced Computer Science and Applications, vol. 12, no. 5, pp. 276–285, 2021.
S. Shi et al., "The top-100 cited articles on biomarkers in the depression field: a bibliometric analysis," Psychology, Health & Medicine, vol. 26, no. 5, pp. 533–542, Jun. 2021.
A. Abdollahi, F. Sadeghvaziri, and A. Rejeb, "Exploring the role of blockchain technology in value creation: a multiple case study approach," Quality & Quantity, vol. 57, no. 1, pp. 427–451, Feb. 2023.
A. Rejeb et al., "The Internet of Things (IoT) in healthcare: Taking stock and moving forward," Internet of Things, vol. 22, p. 100721, Jul. 2023.
N. Gillani and T. Arslan, "Intelligent Sensing Technologies for the Diagnosis, Monitoring and Therapy of Alzheimer’s Disease: A Systematic Review," Sensors, vol. 21, no. 12, Jan. 2021, Art. no. 4249.
A. S. Albahri et al., "IoT-based telemedicine for disease prevention and health promotion: State-of-the-Art," Journal of Network and Computer Applications, vol. 173, Jan. 2021, Art. no. 102873.
Downloads
How to Cite
License
Copyright (c) 2024 Rabeya Khatoon, Jahanara Akter, Md. Kamruzzaman, Rukshanda Rahman, Afia Fairooz Tasnim, Sadia Islam Nilima, Timotei Istvan Erdei
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain the copyright and grant the journal the right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) after its publication in ETASR with an acknowledgement of its initial publication in this journal.