Internet of Things and Health: A literature review based on Mixed Method

Authors

DOI:

https://doi.org/10.4108/eetiot.4909

Keywords:

Internet of Things, Health, mixed methods

Abstract

The integration of technological advances into health sciences has promoted their development, but also generated setbacks and difficulties for digital transformation. In different areas, technology has modified the processes of diagnosis, teaching and learning, treatment and monitoring, which is why the study of new technologies and the models that support their introduction is essential. Internet of Things is one of these models, which, in turn, includes different models, devices and applications. Due to its breadth of exploitation options and benefits, in the health area this concept has been adopted and particularized as the Internet of Medical Things. With the purpose of achieving an approximation to the main trends and characteristics, a literature review study was conducted, based on mixed methods. Two studies were carried out with a sequential strategy, the first being bibliometric and the second a scoping review. The main results allowed us to describe the main trends in terms of bibliometric indicators, a thematic analysis in terms of areas, populations, benefits and limitations. It is concluded that there is a need for new interdisciplinary studies and lines for future research are presented.

Downloads

Download data is not yet available.
<br data-mce-bogus="1"> <br data-mce-bogus="1">

References

Rojas-Concepción AA, Herrera-Miranda GL, Arteaga-Prado Y. Pedagogical model for the methodological work of the specialization in General Comprehensive Medicine. Sal Cienc Tec 2022;2:72. https://doi.org/10.56294/saludcyt202272. DOI: https://doi.org/10.56294/saludcyt202272

Valencia-Contrera M, Rivera-Rojas F, Villa-Velásquez J, Ardiles-Irarrazabal R, Febré N, Valenzuela-Suazo S. Methodological strategies for the generation of conceptual models in nursing. Salud Cienc Tecnol 2023:315. https://doi.org/10.56294/saludcyt2023315. DOI: https://doi.org/10.56294/saludcyt2023315

Toconas LDC. Empathy in nursing professionals for care subjects with depression. Community and Interculturality in Dialogue 2023;3:67. https://doi.org/10.56294/cid202367. DOI: https://doi.org/10.56294/cid202367

Silva Infantes M, Sánchez Soto JM, Astete Montalvo MA, Ruiz Nizama JL, Velarde Dávila L, Dávila-Morán RC, et al. Analysis of the perception of health professionals regarding the incorporation of emerging technologies in their practice. Salud, Ciencia y Tecnología 2023;3:565. https://doi.org/10.56294/saludcyt2023565. DOI: https://doi.org/10.56294/saludcyt2023565

Winkler-Schwartz A, Bissonnette V, Mirchi N, Ponnudurai N, Yilmaz R, Ledwos N, et al. Artificial Intelligence in Medical Education: Best Practices Using Machine Learning to Assess Surgical Expertise in Virtual Reality Simulation. Journal of Surgical Education 2019;76:1681-90. https://doi.org/10.1016/j.jsurg.2019.05.015. DOI: https://doi.org/10.1016/j.jsurg.2019.05.015

Gonzalez-Argote J. Use of virtual reality in rehabilitation. Interdisciplinary Rehabilitation / Rehabilitacion Interdisciplinaria 2022;2:24. https://doi.org/10.56294/ri202224. DOI: https://doi.org/10.56294/ri202224

Gómez Cano CA, Sánchez Castillo V. Knowledge structure in rehabilitation within and outside the area of Medicine: Bibliometric Perspectives of the categories "Physical Therapy, Sports Therapy and Rehabilitation" and "Rehabilitation." Interdisciplinary Rehabilitation / Rehabilitacion Interdisciplinaria 2022;2:22. https://doi.org/10.56294/ri202222. DOI: https://doi.org/10.56294/ri202222

Catrambone R, Ledwith A. Interdisciplinary approach in the accompaniment of academic trajectories: teacher and psycho-pedagogical training in action. Interdisciplinary Rehabilitation / Rehabilitacion Interdisciplinaria 2023;3:50. https://doi.org/10.56294/ri202350. DOI: https://doi.org/10.56294/ri202350

Veloz Montano MDLN, Keeling Alvarez M. The educational and pedagogical intervention in scientific research. Community and Interculturality in Dialogue 2023;3:70. https://doi.org/10.56294/cid202370. DOI: https://doi.org/10.56294/cid202370

Wu T-C, Ho C-TB. A scoping review of metaverse in emergency medicine. Australasian Emergency Care 2023;26:75-83. https://doi.org/10.1016/j.auec.2022.08.002. DOI: https://doi.org/10.1016/j.auec.2022.08.002

Veloz Montano MDLN, González Martínez MDLC, Pérez Lemus L. Rehabilitation of occupational stress from the perspective of Health Education. Community and Interculturality in Dialogue 2023;3:71. https://doi.org/10.56294/cid202371. DOI: https://doi.org/10.56294/cid202371

Kaul V, Gallo De Moraes A, Khateeb D, Greenstein Y, Winter G, Chae J, et al. Medical Education During the COVID-19 Pandemic. Chest 2021;159:1949–60. https://doi.org/10.1016/j.chest.2020.12.026. DOI: https://doi.org/10.1016/j.chest.2020.12.026

Gonzales Tito YM, Quintanilla López LN, Pérez Gamboa AJ. Metaverse and education: a complex space for the next educational revolution. Metaverse Basic and Applied Research 2023;2:56. https://doi.org/10.56294/mr202356. DOI: https://doi.org/10.56294/mr202356

Chaparro-Montoya EE, Vera-Alcázar MM, Herrera-Córdova FB, Barahona-Sánchez JC. Use of efficient microorganisms for composting from organic wastes. Syncretismo 2020;1.

Mejías M, Guarate Coronado YC, Jiménez Peralta AL. Artificial intelligence in the nursing field. Implications in care, administration and education. Sal Cienc Tec 2022;2:88. https://doi.org/10.56294/saludcyt202288. DOI: https://doi.org/10.56294/saludcyt202288

Madkar S, Pardeshi S, Kumbhar MS. Machine learning based efficient routing protocol in wireless sensor network. Health Sci Tech 2022;2:195. https://doi.org/10.56294/saludcyt2022195. DOI: https://doi.org/10.56294/saludcyt2022195

Rifaldo Sebo TA, Aryobimo Oentarto AS, Biondi Situmorang DD. "Counseling-Verse": A Survey of Young Adults from Faith-Based Educational Institution on the Implementation of Future Mental Health Services in the Metaverse. Metaverse Bas App Res 2023:42. https://doi.org/10.56294/mr202342. DOI: https://doi.org/10.56294/mr202342

Silva EA. Digital transformation and knowledge management: relationships in scientific production. In: Rodrigues Dias TM, editor. Advanced Notes in Information Science, vol. 2, ColNes Publishing; 2022. https://doi.org/10.47909/anis.978-9916-9760-3-6.107. DOI: https://doi.org/10.47909/anis.978-9916-9760-3-6.107

Laplagne Sarmiento C, Urnicia JJ. B-learning protocols for information literacy in Higher Education. Reg Cient 2023:202373. https://doi.org/10.58763/rc202373. DOI: https://doi.org/10.58763/rc202373

Araujo-Inastrilla CR, Vitón-Castillo AA. Blockchain in health sciences: Research trends in Scopus. Iberoamerican Journal of Science Measurement and Communication 2023;3. https://doi.org/10.47909/ijsmc.56. DOI: https://doi.org/10.47909/ijsmc.56

Vitón-Castillo AA, Fajardo Quesada AJ, Romero Valdes YDLC, Batista Rivero L. Metaverse: an emerging research area. Metaverse Bas App Res 2022:3. https://doi.org/10.56294/mr20223. DOI: https://doi.org/10.56294/mr20223

Alonso Galbán P, Izquierdo Pamias T. Integration of web 2.0 tools in specialty and health topic sites for the development of virtual communities of practice in the Infomed network. Salud Cienc Tecnol 2022;2:121. https://doi.org/10.56294/saludcyt2022121. DOI: https://doi.org/10.56294/saludcyt2022121

Lepez CO, Simeoni IA. Pedagogical experience with Public Health campaigns from the design of socio-educational projects with insertion in the local territory. Community and Interculturality in Dialogue 2023;3:74. https://doi.org/10.56294/cid202374. DOI: https://doi.org/10.56294/cid202374

Gonzalez-Argote J. A Bibliometric Analysis of the Studies in Modeling and Simulation: Insights from Scopus. Gamification and Augmented Reality 2023;1:5–5. https://doi.org/10.56294/gr20235.

Gonzalez-Argote J. Analyzing the Trends and Impact of Health Policy Research: A Bibliometric Study. Health Leadership and Quality of Life 2023;2:28–28. https://doi.org/10.56294/hl202328.

Inastrilla CRA. Big Data in Health Information Systems. Seminars in Medical Writing and Education 2022;1:6–6. https://doi.org/10.56294/mw20226.

Petrona Aguirre JI, Marsollier R, Vecino J. Teaching Burnout: a conceptual cartographic review. AWARI 2020;1:e021. https://doi.org/10.47909/awari.82. DOI: https://doi.org/10.47909/awari.82

Duarte Mascarenhas HA, Rodrigues Dias TM, Mascarenhas Dias P. Adoption of Network Analysis Techniques to Understand the Training Process in Brazil. AWARI 2020;1:e004. https://doi.org/10.47909/awari.63. DOI: https://doi.org/10.47909/awari.63

Romero Torres ME, Gamero De La Espriella P. Creation of a techno-pedagogical model for the strengthening of the Emberá Katío language through ancestral customs at the El Rosario educational institution in Tierralta. Reg Cient 2023:202398. https://doi.org/10.58763/rc202398. DOI: https://doi.org/10.58763/rc202398

Cardoza W, Rodriguez C, Pérez-Galavís A, Ron M. Work psychosocial factors and stress in medical staff in the epidemiology area of a public institution. Interdisciplinary Rehabilitation / Rehabilitacion Interdisciplinaria 2023;3:52. https://doi.org/10.56294/ri202352. DOI: https://doi.org/10.56294/ri202352

Gómez Cano CA, Sánchez Castillo V, Clavijo Gallego TA. Mapping the Landscape of Netnographic Research: A Bibliometric Study of Social Interactions and Digital Culture. Data & Metadata 2023:25. https://doi.org/10.56294/dm202325. DOI: https://doi.org/10.56294/dm202325

Linares Cánovas LP, Linares Cánovas LB, Pereda Rodríguez Y, Gallardo Hernández B, Pérez Martín MM, Linares Montano A. Evaluation of Burnout Syndrome and associated factors in primary care health personnel. Community and Interculturality in Dialogue 2023;3:73. https://doi.org/10.56294/cid202373. DOI: https://doi.org/10.56294/cid202373

Cervantes Martínez L, Farías Rojas GA, Villota Oyarvide W, Del Campo Saltos G. Knowledge generation in the telecommunications era and its impact on education and economic development in Latin American. Salud Cienc Tecnol 2023:363. https://doi.org/10.56294/saludcyt2023363. DOI: https://doi.org/10.56294/saludcyt2023363

Lizcano PAC, Quintero YCM, Cano CAG. Analysis of the impact on the implementation of electronic invoicing in the automotive sector in the city of Florencia, Caquetá. Revista Científica Empresarial Debe-Haber 2023;1:25-40.

Luiz Pinto A, De Carvalho Segundo WLR, Dias TMR, Vivian Santos Silva, Gomes JC, Quoniam L. Brazil Developing Current Research Information Systems (BrCRIS) as data sources for studies of research. Iberoamerican Journal of Science Measurement and Communication 2022;2. https://doi.org/10.47909/ijsmc.135. DOI: https://doi.org/10.47909/ijsmc.135

Ron M, Perez A, Hernandez-Runque E. Health risk level and prediction of musculoskeletal pain in workers under telework conditions: A matrix approach. Interdisciplinary Rehabilitation / Rehabilitacion Interdisciplinaria 2023;3:40. https://doi.org/10.56294/ri202340. DOI: https://doi.org/10.56294/ri202340

Gutiérrez EM, Larrosa JMC. Popularity in Facebook Pages: What role network structural variables play? AWARI 2020;1:e005. https://doi.org/10.47909/awari.68. DOI: https://doi.org/10.47909/awari.68

Vera JJ, Barroso N. Addressing problematic consumption: an action research experience from the Social Network Analysis. AWARI 2020;1:e022. https://doi.org/10.47909/awari.83. DOI: https://doi.org/10.47909/awari.83

Díaz-Chieng LY, Auza-Santiváñez JC, Robaina Castillo JI. The future of health in the metaverse. Metaverse Bas App Res 2022;1:1. https://doi.org/10.56294/mr20221. DOI: https://doi.org/10.56294/mr20221

Dos Santos JH, De Macedo DDJ. Behavioral analysis of indicators related to the user profiles of the Mettzer platform. In: Rodrigues Dias TM, editor. Advanced Notes in Information Science, vol. 2, ColNes Publishing; 2022. https://doi.org/10.47909/anis.978-9916-9760-3-6.102. DOI: https://doi.org/10.47909/anis.978-9916-9760-3-6.102

Álvarez Loyola C. The NOOCs as a training strategy for teachers in the use of technological tools in primary education. Reg Cient 2023:202362. https://doi.org/10.58763/rc202362. DOI: https://doi.org/10.58763/rc202362

Gil Oloriz MA, Roche Beltrán C, Campos Sánchez CM. Trends in health telematics and telemedicine services. Data Metadata 2022;1:16. https://doi.org/10.56294/dm202216. DOI: https://doi.org/10.56294/dm202216

Campos Sánchez CM, Guillén León LA, Acosta Yanes RC, Gil Oloriz MA. Metaverse: the future of medicine in a virtual world. Metaverse Bas App Res 2022;1:4. https://doi.org/10.56294/mr20224. DOI: https://doi.org/10.56294/mr20224

Eslava Zapata R, Chacón Guerrero E, Gómez Ortiz E, Mogrovejo Andrade J. Decision-making in organizations: process and strategies. Data and Metadata 2022;1:19. https://doi.org/10.56294/dm202219. DOI: https://doi.org/10.56294/dm202219

De Sousa RPM, Shintaku M. Data privacy policy: relevant observations for its implementation. In: Rodrigues Dias TM, editor. Advanced Notes in Information Science, vol. 2, ColNes Publishing; 2022. https://doi.org/10.47909/anis.978-9916-9760-3-6.112. DOI: https://doi.org/10.47909/anis.978-9916-9760-3-6.112

Galetsi P, Katsaliaki K, Kumar S. Big data analytics in health sector: Theoretical framework, techniques and prospects. International Journal of Information Management 2020;50:206-16. https://doi.org/10.1016/j.ijinfomgt.2019.05.003. DOI: https://doi.org/10.1016/j.ijinfomgt.2019.05.003

Da Silva Justino T, Morato Do Amaral R, Lopes De Faria LI, Cardoso De Brito AG. Scientific collaboration analysis of Brazilian postgraduate programs in information science. AWARI 2021;2:e024. https://doi.org/10.47909/awari.85. DOI: https://doi.org/10.47909/awari.85

Gontijo MCA, Hamanaka RY, De Araujo RF. Research data management: a bibliometric and altmetric study based on Dimensions. Iberoamerican Journal of Science Measurement and Communication 2021;1:1-19. https://doi.org/10.47909/ijsmc.120. DOI: https://doi.org/10.47909/ijsmc.120

Robaina Castillo JI. Identifying promising research areas in health using bibliometric analysis. Data & Metadata 2022:10. https://doi.org/10.56294/dm202210. DOI: https://doi.org/10.56294/dm202210

Ledesma F, Malave González BE. Bibliometric indicators and decision making. Data & Metadata 2022:9. https://doi.org/10.56294/dm20229. DOI: https://doi.org/10.56294/10.56294/dm20229

Tang M, Liao H. From conventional group decision making to large-scale group decision making: What are the challenges and how to meet them in big data era? A state-of-the-art survey. Omega 2021;100:102141. https://doi.org/10.1016/j.omega.2019.102141. DOI: https://doi.org/10.1016/j.omega.2019.102141

Becerra MDC, Aballay A, Romagnano M. Reflections on Healthcare Document Management in the Age of 4.0 Technologies. Data Metadata 2023;2:52. https://doi.org/10.56294/dm202352. DOI: https://doi.org/10.56294/dm202352

Gupta BM, Kappi M, Walke R, Bansal M. Covid-19 research in Bangladesh: A scientometric analysis during 2020-23. Iberoamerican Journal of Science Measurement and Communication 2023;3. https://doi.org/10.47909/ijsmc.445. DOI: https://doi.org/10.47909/ijsmc.445

Universidade Federal de Santa Catarina, Luiz Mendes E, Minghelli M. Digital Humanities and university extension in information science. Advanced Notes in Information Science, Pro-Metrics; 2023. https://doi.org/10.47909/anis.978-9916-9906-1-2.36. DOI: https://doi.org/10.47909/anis.978-9916-9906-1-2.36

Machuca-Contreras F, Canova-Barrios C, Castro MF. An approach to the concepts of radical, incremental and disruptive innovation in organizations. Reg Cient 2023:202324. https://doi.org/10.58763/rc202324. DOI: https://doi.org/10.58763/rc202324

Martín Ferron L. Jumping the Gap: developing an innovative product from a Social Network Analysis perspective. AWARI 2022;2:e026. https://doi.org/10.47909/awari.128. DOI: https://doi.org/10.47909/awari.128

Witt AS, Fabiano Couto Corrêa Da Silva S. Analysis of citizen science in Brazil: A study of the projects registered in the Civis platform. Iberoamerican Journal of Science Measurement and Communication 2022;2. https://doi.org/10.47909/ijsmc.162. DOI: https://doi.org/10.47909/ijsmc.162

Guardado RT, Carmona EA, Verver Y Vargas HGL, Hernández ISJ, Martínez NGP, Trejo BYV. Opportunities and applications of smart contracts: A vision from the business, academic and scientific literature. Iberoamerican Journal of Science Measurement and Communication 2022;2. https://doi.org/10.47909/ijsmc.v2i2.32. DOI: https://doi.org/10.47909/ijsmc.v2i2.32

Mariano AG, Prats GM. Technological capabilities in emerging social enterprises: a social impact pathway. Scientific Region 2023;2:2023111-2023111.

Rodríguez FAR, Flores LG, Vitón-Castillo AA. Artificial intelligence and machine learning: present and future applications in health sciences. Seminars in Medical Writing and Education 2022;1:9-9. https://doi.org/10.56294/mw20229.

Inastrilla CRA. Data Visualization in the Information Society. Seminars in Medical Writing and Education 2023;2:25–25. https://doi.org/10.56294/mw202325.

Medina-Reverón M, Pérez-Galavís A, Ron M, Páramo-Colmenares M. Thermal Stress and Impact on Health in Workers of Refrigeration. Health Leadership and Quality of Life 2023;2:31–31. https://doi.org/10.56294/hl202331.

Quintana-Honores M, Corvalán P, Gironda-Gurán J. Family integration and skin-to-skin contact with the newborn favors the recovery of the hospitalized patient: experiences of its implementation in an Obstetric Critical Care Unit. Health Leadership and Quality of Life 2023;2:33–33. https://doi.org/10.56294/hl202333. DOI: https://doi.org/10.56294/hl202333

Rodríguez FAR, Flores LG, Vitón-Castillo AA. Artificial intelligence and machine learning: present and future applications in health sciences. Seminars in Medical Writing and Education 2022;1:9–9. https://doi.org/10.56294/mw20229. DOI: https://doi.org/10.56294/mw20229

Moreira DHB. Accounting for the future. Revista Científica Empresarial Debe-Haber 2023;1:1-2.

Sorri K, Mustafee N, Seppänen M. Revisiting IoT definitions: A framework towards comprehensive use. Technological Forecasting and Social Change 2022;179:121623. https://doi.org/10.1016/j.techfore.2022.121623. DOI: https://doi.org/10.1016/j.techfore.2022.121623

Huifeng W, Kadry SN, Raj ED. Continuous health monitoring of sportsperson using IoT devices based wearable technology. Computer Communications 2020;160:588-95. https://doi.org/10.1016/j.comcom.2020.04.025. DOI: https://doi.org/10.1016/j.comcom.2020.04.025

Kim E, Han S. Investigating the digital health acceptance of Korean baby boomers: Comparative study of telemedicine and wearable healthcare devices. Health Policy and Technology 2023;12:100727. https://doi.org/10.1016/j.hlpt.2023.100727. DOI: https://doi.org/10.1016/j.hlpt.2023.100727

Ardalan S, Hosseinifard M, Vosough M, Golmohammadi H. Towards smart personalized perspiration analysis: An IoT-integrated cellulose-based microfluidic wearable patch for smartphone fluorimetric multi-sensing of sweat biomarkers. Biosensors and Bioelectronics 2020;168:112450. https://doi.org/10.1016/j.bios.2020.112450. DOI: https://doi.org/10.1016/j.bios.2020.112450

Nahavandi D, Alizadehsani R, Khosravi A, Acharya UR. Application of artificial intelligence in wearable devices: Opportunities and challenges. Computer Methods and Programs in Biomedicine 2022;213:106541. https://doi.org/10.1016/j.cmpb.2021.106541. DOI: https://doi.org/10.1016/j.cmpb.2021.106541

Cay G, Solanki D, Rumon MAA, Ravichandran V, Hoffman L, Laptook A, et al. NeoWear: An IoT-connected e-textile wearable for neonatal medical monitoring. Pervasive and Mobile Computing 2022;86:101679. https://doi.org/10.1016/j.pmcj.2022.101679. DOI: https://doi.org/10.1016/j.pmcj.2022.101679

Gonzalez-Argote D, Gonzalez-Argote J. Generation of graphs from scientific journal metadata with the OAI-PMH system. Seminars in Medical Writing and Education 2023;2:43–43. https://doi.org/10.56294/mw202343. DOI: https://doi.org/10.56294/mw202343

Rodríguez RD, Heredia RH, Imbert IC, Orphee RO. Historical analysis of the formation of professional skills in the Bachelor’s degree in Nursing. Health Leadership and Quality of Life 2023;2:41–41. https://doi.org/10.56294/hl202341.

Romero-Carazas R. Prompt lawyer: a challenge in the face of the integration of artificial intelligence and law. Gamification and Augmented Reality 2023;1:7–7. https://doi.org/10.56294/gr20237.

Zhang M, Wang X, Feng H, Huang Q, Xiao X, Zhang X. Wearable Internet of Things enabled precision livestock farming in smart farms: A review of technical solutions for precise perception, biocompatibility, and sustainability monitoring. Journal of Cleaner Production 2021;312:127712. https://doi.org/10.1016/j.jclepro.2021.127712. DOI: https://doi.org/10.1016/j.jclepro.2021.127712

Chang V, Doan LMT, Ariel Xu Q, Hall K, Anna Wang Y, Mustafa Kamal M. Digitalization in omnichannel healthcare supply chain businesses: The role of smart wearable devices. Journal of Business Research 2023;156:113369. https://doi.org/10.1016/j.jbusres.2022.113369. DOI: https://doi.org/10.1016/j.jbusres.2022.113369

Javaid M, Khan IH. Internet of Things (IoT) enabled healthcare helps to take the challenges of COVID-19 Pandemic. Journal of Oral Biology and Craniofacial Research 2021;11:209-14. https://doi.org/10.1016/j.jobcr.2021.01.015. DOI: https://doi.org/10.1016/j.jobcr.2021.01.015

Al Bassam N, Hussain SA, Al Qaraghuli A, Khan J, Sumesh EP, Lavanya V. IoT based wearable device to monitor the signs of quarantined remote patients of COVID-19. Informatics in Medicine Unlocked 2021;24:100588. https://doi.org/10.1016/j.imu.2021.100588. DOI: https://doi.org/10.1016/j.imu.2021.100588

Lima YD, Vásquez RM. Analysis of the presence of microplastics in the sand of beaches on the southern coast of Peru. Syncretism 2021;2.

Rahman MdS, Peeri NC, Shrestha N, Zaki R, Haque U, Hamid SHA. Defending against the Novel Coronavirus (COVID-19) outbreak: How can the Internet of Things (IoT) help to save the world? Health Policy and Technology 2020;9:136-8. https://doi.org/10.1016/j.hlpt.2020.04.005. DOI: https://doi.org/10.1016/j.hlpt.2020.04.005

Jayachitra VP, Nivetha S, Nivetha R, Harini R. A cognitive IoT-based framework for effective diagnosis of COVID-19 using multimodal data. Biomedical Signal Processing and Control 2021;70:102960. https://doi.org/10.1016/j.bspc.2021.102960. DOI: https://doi.org/10.1016/j.bspc.2021.102960

Barnawi A, Chhikara P, Tekchandani R, Kumar N, Alzahrani B. Artificial intelligence-enabled Internet of Things-based system for COVID-19 screening using aerial thermal imaging. Future Generation Computer Systems 2021;124:119-32. https://doi.org/10.1016/j.future.2021.05.019. DOI: https://doi.org/10.1016/j.future.2021.05.019

Singh RP, Javaid M, Haleem A, Suman R. Internet of things (IoT) applications to fight against COVID-19 pandemic. Diabetes & Metabolic Syndrome: Clinical Research & Reviews 2020;14:521-4. https://doi.org/10.1016/j.dsx.2020.04.041. DOI: https://doi.org/10.1016/j.dsx.2020.04.041

Otoom M, Otoum N, Alzubaidi MA, Etoom Y, Banihani R. An IoT-based framework for early identification and monitoring of COVID-19 cases. Biomedical Signal Processing and Control 2020;62:102149. https://doi.org/10.1016/j.bspc.2020.102149. DOI: https://doi.org/10.1016/j.bspc.2020.102149

Aghdam ZN, Rahmani AM, Hosseinzadeh M. The Role of the Internet of Things in Healthcare: Future Trends and Challenges. Computer Methods and Programs in Biomedicine 2021;199:105903. https://doi.org/10.1016/j.cmpb.2020.105903. DOI: https://doi.org/10.1016/j.cmpb.2020.105903

Romero-Carazas R. The beginning of a new Scientific Accounting era. Revista Científica Empresarial Debe-Haber 2023;1:1-2. DOI: https://doi.org/10.55204/trc.v2i1.17

Haghi Kashani M, Madanipour M, Nikravan M, Asghari P, Mahdipour E. A systematic review of IoT in healthcare: Applications, techniques, and trends. Journal of Network and Computer Applications 2021;192:103164. https://doi.org/10.1016/j.jnca.2021.103164. DOI: https://doi.org/10.1016/j.jnca.2021.103164

Rejeb A, Rejeb K, Treiblmaier H, Appolloni A, Alghamdi S, Alhasawi Y, et al. The Internet of Things (IoT) in healthcare: Taking stock and moving forward. Internet of Things 2023;22:100721. https://doi.org/10.1016/j.iot.2023.100721. DOI: https://doi.org/10.1016/j.iot.2023.100721

Castillo-Gonzalez W, Lepez CO, Bonardi MC. Augmented reality and environmental education: strategy for greater awareness. Gamification and Augmented Reality 2023;1:10–10. https://doi.org/10.56294/gr202310.

Gonzalez-Argote D, Gonzalez-Argote J, Machuca-Contreras F. Blockchain in the health sector: a systematic literature review of success cases. Gamification and Augmented Reality 2023;1:6–6. https://doi.org/10.56294/gr20236.

Sotomayor YR, Fernández AP, Abascal IEC, Rodríguez HMV. Integrative workshops for the reconciliation of work and family life as a quality factor in dental services. Health Leadership and Quality of Life 2023;2:40–40. https://doi.org/10.56294/hl202340.

Rathi VK, Rajput NK, Mishra S, Grover BA, Tiwari P, Jaiswal AK, et al. An edge AI-enabled IoT healthcare monitoring system for smart cities. Computers & Electrical Engineering 2021;96:107524. https://doi.org/10.1016/j.compeleceng.2021.107524. DOI: https://doi.org/10.1016/j.compeleceng.2021.107524

Fouad H, Hassanein AS, Soliman AM, Al-Feel H. Analyzing patient health information based on IoT sensor with AI for improving patient assistance in the future direction. Measurement 2020;159:107757. https://doi.org/10.1016/j.measurement.2020.107757. DOI: https://doi.org/10.1016/j.measurement.2020.107757

Calvillo-Arbizu J, Román-Martínez I, Reina-Tosina J. Internet of things in health: Requirements, issues, and gaps. Computer Methods and Programs in Biomedicine 2021;208:106231. https://doi.org/10.1016/j.cmpb.2021.106231. DOI: https://doi.org/10.1016/j.cmpb.2021.106231

Canova-Barrios C, Machuca-Contreras F. Interoperability standards in Health Information Systems: systematic review. Seminars in Medical Writing and Education 2022;1:7-7. https://doi.org/10.56294/mw20227.

Swayamsiddha S, Mohanty C. Application of cognitive Internet of Medical Things for COVID-19 pandemic. Diabetes & Metabolic Syndrome: Clinical Research & Reviews 2020;14:911-5. https://doi.org/10.1016/j.dsx.2020.06.014. DOI: https://doi.org/10.1016/j.dsx.2020.06.014

Sadoughi F, Behmanesh A, Sayfouri N. Internet of things in medicine: A systematic mapping study. Journal of Biomedical Informatics 2020;103:103383. https://doi.org/10.1016/j.jbi.2020.103383. DOI: https://doi.org/10.1016/j.jbi.2020.103383

Al-Turjman F, Nawaz MH, Ulusar UD. Intelligence in the Internet of Medical Things era: A systematic review of current and future trends. Computer Communications 2020;150:644-60. https://doi.org/10.1016/j.comcom.2019.12.030. DOI: https://doi.org/10.1016/j.comcom.2019.12.030

Aveiro-Róbalo TR, Pérez-Del-Vallín V. Gamification for well-being: applications for health and fitness. Gamification and Augmented Reality 2023;1:16–16. https://doi.org/10.56294/gr202316.

Barrios CJC, Hereñú MP, Francisco SM. Augmented reality for surgical skills training, update on the topic. Gamification and Augmented Reality 2023;1:8–8. https://doi.org/10.56294/gr20238.

Canova-Barrios C, Machuca-Contreras F. Interoperability standards in Health Information Systems: systematic review. Seminars in Medical Writing and Education 2022;1:7–7. https://doi.org/10.56294/mw20227. DOI: https://doi.org/10.56294/mw20227

Castillo JIR. Aumented reality im surgery: improving precision and reducing ridk. Gamification and Augmented Reality 2023;1:15–15. https://doi.org/10.56294/gr202315.

Inastrilla CRA. Big Data in Health Information Systems. Seminars in Medical Writing and Education 2022;1:6-6. https://doi.org/10.56294/mw20226. DOI: https://doi.org/10.56294/mw20226

Tartaglia E, Vozzella EA, Iervolino A, Egidio R, Buonocore G, Perrone A, et al. Telemedicine: A cornerstone of healthcare assistance during the SARS-Cov2 pandemic outbreak but also a great opportunity for the near future. Smart Health 2022;26:100324. https://doi.org/10.1016/j.smhl.2022.100324. DOI: https://doi.org/10.1016/j.smhl.2022.100324

Singh PD, Dhiman G, Sharma R. Internet of Things for sustaining a smart and secure healthcare system. Sustainable Computing: Informatics and Systems 2022;33:100622. https://doi.org/10.1016/j.suscom.2021.100622. DOI: https://doi.org/10.1016/j.suscom.2021.100622

Pravin Savaridass M, Ikram N, Deepika R, Aarnika R. Development of smart health monitoring system using Internet of Things. Materials Today: Proceedings 2021;45:986-9. https://doi.org/10.1016/j.matpr.2020.03.046. DOI: https://doi.org/10.1016/j.matpr.2020.03.046

Santos MAG, Munoz R, Olivares R, Filho PPR, Ser JD, Albuquerque VHCD. Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook. Information Fusion 2020;53:222-39. https://doi.org/10.1016/j.inffus.2019.06.004. DOI: https://doi.org/10.1016/j.inffus.2019.06.004

Alshammari HH. The internet of things healthcare monitoring system based on MQTT protocol. Alexandria Engineering Journal 2023;69:275-87. https://doi.org/10.1016/j.aej.2023.01.065. DOI: https://doi.org/10.1016/j.aej.2023.01.065

Montano M de las NV. Enhancing Pedagogic Practice: A Review of Educational Processes. Seminars in Medical Writing and Education 2023;2:29-29. https://doi.org/10.56294/mw202329. DOI: https://doi.org/10.56294/mw202329

Coa YMF, Crisostomo NWF, Diaz-Barriga GE. Sustainable economic development under a social regime without ethical and moral precepts: forensic auditing as opposed to corruption. Revista Científica Empresarial Debe-Haber 2023;1:48-62.

Gupta D, Rani S, Raza S, Faseeh Qureshi NM, Mansour RF, Ragab M. Security paradigm for remote health monitoring edge devices in internet of things. Journal of King Saud University - Computer and Information Sciences 2023;35:101478. https://doi.org/10.1016/j.jksuci.2022.12.020. DOI: https://doi.org/10.1016/j.jksuci.2022.12.020

Famá F, Faria JN, Portugal D. An IoT-based interoperable architecture for wireless biomonitoring of patients with sensor patches. Internet of Things 2022;19:100547. https://doi.org/10.1016/j.iot.2022.100547. DOI: https://doi.org/10.1016/j.iot.2022.100547

Maddikunta PKR, Pham Q-V, Nguyen DC, Huynh-The T, Aouedi O, Yenduri G, et al. Incentive techniques for the Internet of Things: A survey. Journal of Network and Computer Applications 2022;206:103464. https://doi.org/10.1016/j.jnca.2022.103464. DOI: https://doi.org/10.1016/j.jnca.2022.103464

Rodríguez-Martínez C, Alvarez-Solano J, Pérez-Galavís AD, Ron M. Distance education during the COVID-19 pandemic: experience at a public university. Seminars in Medical Writing and Education 2023;2:32-32. https://doi.org/10.56294/mw202332. DOI: https://doi.org/10.56294/mw202332

Donthu N, Kumar S, Mukherjee D, Pandey N, Lim WM. How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research 2021;133:285-96. https://doi.org/10.1016/j.jbusres.2021.04.070. DOI: https://doi.org/10.1016/j.jbusres.2021.04.070

Silva Júnior EMD, Dutra ML. A roadmap toward the automatic composition of systematic literature reviews. Iberoamerican Journal of Science Measurement and Communication 2021;1:1-22. https://doi.org/10.47909/ijsmc.52. DOI: https://doi.org/10.47909/ijsmc.52

Vidal AAR de C. Modeling and analysis of the behavior of the variable: Electric Power Generation, in the Peruvian electric sector using the Box and Jenkins methodology, for the prediction of this resource. Syncretism 2020;1.

Shettar I, Hadagali GS, Timanaykar R. Scientometric mapping of global publications on pulmonary embolism in Covid-19 research. Iberoamerican Journal of Science Measurement and Communication 2023;3. https://doi.org/10.47909/ijsmc.524. DOI: https://doi.org/10.47909/ijsmc.524

Linnenluecke MK, Marrone M, Singh AK. Conducting systematic literature reviews and bibliometric analyses. Australian Journal of Management 2020;45:175-94. https://doi.org/10.1177/0312896219877678. DOI: https://doi.org/10.1177/0312896219877678

Diaz-de La Rosa C, Jiménez-Franco LE, Toledo Del Llano R, Vega-Cardulis E, Cardulis-Cárdenas O. Trends, collaboration and impact of Latin American scientific production in anesthesiology and pain medicine in Scopus and Web of Science. Data Metadata 2022;1:13. https://doi.org/10.56294/dm202213. DOI: https://doi.org/10.56294/dm202213

Ledesma F, Malave González BE. Patterns of scientific communication on E-commerce: a bibliometric study in the Scopus database. Reg Cient 2022:202214. https://doi.org/10.58763/rc202214. DOI: https://doi.org/10.58763/rc202214

Asencios-Trujillo L, Asencios-Trujillo L, Rosa-Longobardi CL, Gallegos-Espinoza D, Piñas-Rivera L. Level of resilience in nursing students doing their pre-professional internships at a university in northern Lima. Health Leadership and Quality of Life 2023;2:29–29. https://doi.org/10.56294/hl202329.

Auza-Santiváñez JC, Díaz JAC, Cruz OAV, Robles-Nina SM, Escalante CS, Huanca BA. Bibliometric Analysis of the Worldwide Scholarly Output on Artificial Intelligence in Scopus. Gamification and Augmented Reality 2023;1:11–11. https://doi.org/10.56294/gr202311.

Albino De Queiroz D, André Da Costa C, Aparecida Isquierdo Fonseca De Queiroz E, Folchini Da Silveira E, Da Rosa Righi R. Internet of Things in active cancer Treatment: A systematic review. Journal of Biomedical Informatics 2021;118:103814. https://doi.org/10.1016/j.jbi.2021.103814. DOI: https://doi.org/10.1016/j.jbi.2021.103814

Coimbra FS, Dias TMR. A process for the identification and analysis of scientific articles in conference proceedings. In: Rodrigues Dias TM, editor. Advanced Notes in Information Science, vol. 2, ColNes Publishing; 2022. https://doi.org/10.47909/anis.978-9916-9760-3-6.93. DOI: https://doi.org/10.47909/anis.978-9916-9760-3-6.93

Murgas Téllez B, Henao-Pérez AA, Guzmán Acuña L. Real Options and their application in renewable energy projects. State-of-the-art review. Reg Cient 2023:202349. https://doi.org/10.58763/rc202349. DOI: https://doi.org/10.58763/rc202349

Ruiz-Perez I, Petrova D. Scoping reviews. Another way of literature review. Clinical Medicine (English Edition) 2019;153:165-8. https://doi.org/10.1016/j.medcle.2019.02.026. DOI: https://doi.org/10.1016/j.medcle.2019.02.026

Wilson C, Jones A, Schick-Makaroff K, Kim ES. Understanding the impact of group therapy on health-related quality of life of people with Aphasia: a scoping review. Speech, Language and Hearing 2023;26:88-101. https://doi.org/10.1080/2050571X.2021.1917216. DOI: https://doi.org/10.1080/2050571X.2021.1917216

Levitt HM, Bamberg M, Creswell JW, Frost DM, Josselson R, Suarez-Orozco C. Journal article reporting standards for qualitative primary, qualitative meta-analytic, and mixed methods research in psychology: The APA Publications and Communications Board task force report. American Psychologist 2018;73:26-46. https://doi.org/10.1037/amp0000151. DOI: https://doi.org/10.1037/amp0000151

Harrison RL, Reilly TM, Creswell JW. Methodological Rigor in Mixed Methods: An Application in Management Studies. Journal of Mixed Methods Research 2020;14:473-95. https://doi.org/10.1177/1558689819900585. DOI: https://doi.org/10.1177/1558689819900585

Pratap Singh R, Javaid M, Haleem A, Vaishya R, Ali S. Internet of Medical Things (IoMT) for orthopaedic in COVID-19 pandemic: Roles, challenges, and applications. Journal of Clinical Orthopaedics and Trauma 2020;11:713-7. https://doi.org/10.1016/j.jcot.2020.05.011. DOI: https://doi.org/10.1016/j.jcot.2020.05.011

Alzubi JA. Blockchain-based Lamport Merkle Digital Signature: Authentication tool in IoT healthcare. Computer Communications 2021;170:200-8. https://doi.org/10.1016/j.comcom.2021.02.002. DOI: https://doi.org/10.1016/j.comcom.2021.02.002

Elagan SK, Abdelwahab SF, Zanaty EA, Alkinani MH, Alotaibi H, Zanaty MEA. Remote diagnosis and detection of coronavirus disease (COVID-19) system based on intelligent healthcare and internet of things. Results in Physics 2021;22:103910. https://doi.org/10.1016/j.rinp.2021.103910. DOI: https://doi.org/10.1016/j.rinp.2021.103910

Auza-Santiváñez JC, Díaz JAC, Cruz OAV, Robles-Nina SM, Escalante CS, Huanca BA. Interactive formats: considerations for scientific publications. Seminars in Medical Writing and Education 2023;2:27–27. https://doi.org/10.56294/mw202327.

Ali F, El-Sappagh S, Islam SMR, Ali A, Attique M, Imran M, et al. An intelligent healthcare monitoring framework using wearable sensors and social networking data. Future Generation Computer Systems 2021;114:23-43. https://doi.org/10.1016/j.future.2020.07.047. DOI: https://doi.org/10.1016/j.future.2020.07.047

Auza-Santiváñez JC, Díaz JAC, Cruz OAV, Robles-Nina SM, Escalante CS, Huanca BA. Interactive formats: considerations for scientific publications. Seminars in Medical Writing and Education 2023;2:27-27. https://doi.org/10.56294/mw202327. DOI: https://doi.org/10.56294/mw202327

Saunders CH, Sierpe A, Von Plessen C, Kennedy AM, Leviton LC, Bernstein SL, et al. Practical thematic analysis: a guide for multidisciplinary health services research teams engaging in qualitative analysis. BMJ 2023:e074256. https://doi.org/10.1136/bmj-2022-074256. DOI: https://doi.org/10.1136/bmj-2022-074256

Inastrilla CRA. Data Visualization in the Information Society. Seminars in Medical Writing and Education 2023;2:25-25. https://doi.org/10.56294/mw202325.

Flores-Arocutipa J, Pérez RTC, Jinchuña-Huallpa J. Relationships, impacts and models abstracting from COVID 19, projections for Peru and Moquegua, March-May 2020. Syncretism 2020;1.

Del Carpio F, Chacon AS. Analysis of the magnitude of the seismic waves energy transferred to the foundation of a building. Revista Ingenieria de Construccion 2022;37:131-46. https://doi.org/10.7764/RIC.00022.21. DOI: https://doi.org/10.7764/RIC.00022.21

Romero-Carazas R, Ochoa-Tataje FA, Mori-Rojas G, Vilca-Cáceres VA, Gómez-Cáceres FY, del Carpio-Delgado F, et al. SERVICE QUALITY AND INSTITUTIONAL IMAGE AS PREDICTORS OF CUSTOMER SATISFACTION IN MUNICIPALITIES OF PERU. Journal of Law and Sustainable Development 2023;11. https://doi.org/10.55908/sdgs.v11i5.885. DOI: https://doi.org/10.55908/sdgs.v11i5.885

Florez-Salas JLT, Ramos-Saira EM, Joo-Garcia CE, Ramos-Alave R, Del Carpio-Delgado F, Laura-De La Cruz KM. Safety and Occupational Health Management System in Mining to Reduce Fatal Accidents in the Mining Industry. Smart Innovation, Systems and Technologies 2023;366:57-67. https://doi.org/10.1007/978-981-99-5414-8_7. DOI: https://doi.org/10.1007/978-981-99-5414-8_7

Yarin A, Prado J, Pozo A, Carpiol FD, Patricio S, Surichaqui B. Quality Management and Customer Satisfaction in SMEs in the Textile Industry. Journal of Textile and Apparel, Technology and Management 2023;12.

Ramón-Bautista MG, Lopez-Condeña WG, Romero-Carazas R, Valero-Ancco VN, Espíritu-Martínez AP, Chávez-Choque ME. COMPETENCY-BASED LEARNING ASSESSMENT IN ELEMENTARY SCHOOL STUDENTS: A BIBLIOMETRIC ANALYSIS. Libraries, Annals of Research 2023;19.

Mamani-Jilaja D, Huayanca-Medina PC, Casa-Coila MD, Vilca-Apaza H-M, Romero-Carazas R. Bibliometric analysis of scientific production in collective sports. Retos 2023;49:853–61. https://doi.org/10.47197/RETOS.V49.99002. DOI: https://doi.org/10.47197/retos.v49.99002

Ruiz-Mori I, Romero-Carazas R, Espíritu-Martínez AP, Mamani-Jilaja D, Valero-Ancco VN, Flores-Chambilla SG. BIBLIOMETRIC ANALYSIS OF SCIENTIFIC PRODUCTION ON DIGITAL COMPETENCE AND DIGITAL DIVIDE. Libraries, Annals of Research 2023;19:1-11.

Downloads

Published

19-01-2024

How to Cite

[1]
A. M. C. Cano, V. S. Castillo, A. J. P. Gamboa, W. Castillo-Gonzalez, A. A. Vitón-Castillo, and J. Gonzalez-Argote, “Internet of Things and Health: A literature review based on Mixed Method”, EAI Endorsed Trans IoT, vol. 10, Jan. 2024.

Most read articles by the same author(s)