Inteligencia artificial aplicada a la enfermería en Brasil
análisis bibliométrico de tesis y disertaciones
DOI:
https://doi.org/10.1590/ce.v30i0.99578ptPalabras clave:
Inteligencia Artificial, Investigación en Enfermería, Educación de Postgrado en Enfermería, Indicadores de Producción Científica, BibliometríaResumen
Objetivo: Analizar la producción científica brasileña de tesis y disertaciones que abordan la aplicación de la Inteligencia Artificial en Enfermería.
Método: Estudio bibliométrico documental realizado en el Catálogo de Tesis y Disertaciones de la Coordinación para el Perfeccionamiento del Personal de Educación Superior entre abril y mayo de 2025, utilizando los descriptores “Inteligencia Artificial” y “Enfermería”. Se emplearon estadística descriptiva, la Ley de Zipf y análisis de coocurrencia.
Resultados: Se identificaron diecinueve producciones: nueve disertaciones (47,4%) y diez tesis (52,6%). Las técnicas de Inteligencia Artificial más utilizadas fueron el aprendizaje automático y el aprendizaje profundo. En cuanto al proceso de trabajo en Enfermería, la atención y la gestión fueron las principales áreas de aplicación.
Conclusión: La producción de tesis y disertaciones sobre Inteligencia Artificial aplicada a la Enfermería es aún incipiente. Es necesario ampliar la investigación sobre el tema a todas las dimensiones de la práctica profesional.
Citas
1. Collins C, Dennehy D, Conboy K, Mikalef P. Artificial intelligence in information systems research: a systematic literature review and research agenda. Int J Inf Manag [Internet]. 2021 [cited 2025 May 7];60:102383. Available from: https://doi.org/10.1016/j.ijinfomgt.2021.102383
2. Xu Y, Liu X, Cao X, Huang C, Liu E, Qian S, et al. Artificial intelligence: a powerful paradigm for scientific research. Innovation [Internet]. 2021 [cited 2025 May 7];2(4):100179. Available from: https://doi.org/10.1016/j.xinn.2021.100179
3. von Gerich H, Moen H, Block LJ, Chu CH, DeForest H, Hobensack M, et al. Artificial intelligence-based technologies in nursing: a scoping literature review of the evidence. Int J Nurs Stud [Internet]. 2022 [cited 2025 May 7];127:104153. Available from: https://doi.org/10.1016/j.ijnurstu.2021.104153
4. De Gagne JC. The state of artificial intelligence in nursing education: past, present, and future directions. Int J Environ Res Public Health [Internet]. 2023 [cited 2025 May 5];20(6):4884. Available from: https://doi.org/10.3390/ijerph20064884
5. Qaladi O, Alshammari M, Almalki AA. Artificial intelligence (AI) in nursing administration: challenges and opportunities. PLoS One [Internet]. 2025 [cited 2025 May 5];20(4):e0319588. Available from: https://doi.org/10.1371/journal.pone.0319588
6. Gosak L, Pruinelli L, Topaz M, Štiglic G. The ChatGPT effect and transforming nursing education with generative AI: discussion paper. Nurse Educ Pract [Internet]. 2024 [cited 2025 May 5];75:103888. Available from: https://doi.org/10.1016/j.nepr.2024.103888
7. Robert N. How artificial intelligence is changing nursing. Nurs Manag [Internet]. 2019 [cited 2025 May 5];50(9):30-39. Available from: https://doi.org/10.1097/01.numa.0000578988.56622.21
8. Hassanein S, El Arab RA, Abdrbo A, Abu-Mahfouz MS, Gaballah MKF, Seweid MM, et al. Artificial intelligence in nursing: an integrative review of clinical and operational impacts. Front Digit Health [Internet]. 2025 [cited 2025 May 6];7:1552372. Available from: https://doi.org/10.3389/fdgth.2025.1552372
9. Koo M, Lin SC. An analysis of reporting practices in the top 100 cited health and medicine-related bibliometric studies from 2019 to 2021 based on a proposed guidelines. Heliyon [Internet]. 2023 [cited 2025 May 6];9(6):e17642. Available from: https://doi.org/10.1016/j.heliyon.2023.e16780
10. Hicks D, Wouters P, Waltman L, Rijcke S, Rafols I. Bibliometrics: the Leiden Manifesto for research metrics. Nature [Internet]. 2015 [cited 2025 May 6];520:429-31. Available from: https://doi.org/10.1038/520429a
11. Wan Y, Shen J, Ouyang J, Dong P, Hong Y, Liang L, et al. Corrigendum: bibliometric and visual analysis of neutrophil extracellular traps from 2004 to 2022. Front Immunol [Internet]. 2022 [cited 2025 May 6];13:1098082. Available from: https://doi.org/10.3389/fimmu.2022.1098082
12. Cassiano AN, Silva CJA, Nogueira ILA, Elias TMN, Teixeira E, de Menezes RMP. Validation of educational technologies: bibliometric study in nursing theses and dissertations. Rev Enferm Cent-Oeste Min [Internet]. 2020 [cited 2025 May 6];10:e3900. Available from: https://doi.org/10.19175/recom.v10i0.3900
13. van Eck NJ, Waltman L. VOSviewer manual. Leiden: Universiteit Leiden; 2020. 53 p.
14. Ramos-Carvalho P, Gouveia FC, Ramos MG. Inteligência Artificial: análise bibliométrica de pesquisas acadêmicas, currículos lattes e grupos de pesquisa do conselho nacional de desenvolvimento científico e tecnológico. Inf Inf [Internet]. 2022 [cited 2025 May 8];27(3):55-85. Available from: https://doi.org/10.5433/1981-8920.2022v27n3p55
15. Plataforma Sucupiura [Internet]. Brasília, DF: Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; 2025 [cited 2025 May 6]. Observatório da pós-graduação no Brasi;[about 1 screen]. Available from: https://sucupira-v2.capes.gov.br/painel
16. Ministério da Ciência, Tecnologia e Inovação (BR). Política de propriedade intelectual das instituições científicas, tecnológicas e de inovação do Brasil: relatório FORMICT ano-base 2023 [Internet]. Brasília, DF: Ministério da Ciência, Tecnologia e Inovação; 2024 [cited 2025 May 6]. 71 p. Available from: https://www.gov.br/mcti/pt-br/acompanhe-o-mcti/propriedade-intelectual-e-transferencia-de-tecnologia/arquivos/relatorio-formict-2024_ano-base-2023.pdf/view
17. Guimarães AR, Brito CS, dos Santos JAB. Expansão e financiamento da pós-graduação e desigualdade regional no Brasil (2002-2018). Práxis Educ [Internet]. 2020 [cited 2025 May 5];16(41):47-71. Available from: https://doi.org/10.22481/praxisedu.v16i41.7244
18. Ng ZQP, Ling LYJ, Chew HSJ, Lau Y. The role of artificial intelligence in enhancing clinical nursing care: a scoping review. J Nurs Manag [Internet]. 2022 [cited 2025 May 5];30(8):3654-3674. Available from: https://doi.org/10.1111/jonm.13425
19. Buchanan C, Howitt ML, Wilson R, Booth RG, Risling T, Bamford M. Predicted influences of artificial intelligence on nursing education: scoping review. JMIR Nurs [Internet]. 2021 [cited 2025 May 5];4(1):e23933. Available from: https://doi.org/10.2196/23933
20. Tanioka T, Yasuhara Y, Dino MJS, Kai Y, Locsin RC, Schoenhofer SO. Disruptive engagements with technologies, robotics, and caring. Nurs Adm Q [Internet]. 2019 [cited 2025 May 7];43(4):313-321. Available from: https://doi.org/10.1097/naq.0000000000000365
21 Health Education England (HEE). Preparing the healthcare workforce to deliver the digital future: Interim Report [Internet]. London: HEE; 2018 Jun [cited 2025 May 7]. 46 p. Available from: https://www.hee.nhs.uk/sites/default/files/documents/Topol%20Review%20interim%20report_0.pdf
22. Seibert K, Domhoff D, Bruch D, Schulte-Althoff M, Fürstenau D, Biessmann F, et al. Application scenarios for artificial intelligence in nursing care: rapid review. J Med Internet Res [Internet]. 2021 [cited 2025 May 7];23(11):e26522. Available from: https://doi.org/10.2196/26522
23. Porcellato E, Lanera C, Ocagli H, Danielis M. Exploring applications of artificial intelligence in critical care nursing: a systematic review. Nurs Rep [Internet]. 2025 [cited 2025 May 5];15(2):55. Available from: https://doi.org/10.3390/nursrep15020055
24. Goodfellow I, Bengio Y, Courville A. Deep learning (adaptive computation and machine learning series). Cambridge (MA): MIT Press; 2016. 801 p.
25. Valencia-Contrera MA, Rivera-Rojas F, Villa-Velasquez J, Cancino-Jiménez D. Use of artificial intelligence in nursing. LatIA [Internet]. 2024 [cited 2025 May 5];2:92. Available from: https://doi.org/10.62486/latia202492
26. Nashwan AJ, Cabrega JA, Othman MI, Khedr MA, Osman YM, El‐Ashry AM, et al. The evolving role of nursing informatics in the era of artificial intelligence. Int Nurs Rev [Internet]. 2025 [cited 2025 May 7];72(1):e13084. Available from: https://doi.org/10.1111/inr.13084
27. de Lima FC, Sagica TP, Souza JLM, Prado ML, de Santana ME, Peixoto IVP, et al. Profile of scientific production on nursing technology construction, validity and application: a bibliometric study. Rev Bras Enferm [Internet]. 2024 [cited 2025 May 7];77(3):e20230452. Available from: https://doi.org/10.1590/0034-7167-2023-0452pt
28. de Sabino LMM, Ferreira ÁMV, Mendes ERR, Joventino ES, Gubert FA, da Penha JC, et al. Validation of primer for promoting maternal self-efficacy in preventing childhood diarrhea. Rev Bras Enferm [Internet]. 2018 [cited 2025 May 7];71(Suppl 3):1412-9. Available from: https://doi.org/10.1590/0034-7167-2017-0341
29. Rony MKK, Das A, Khalil MI, Peu UR, Mondal B, Alam MS, et al. The role of artificial intelligence in nursing care: an umbrella review. Nurs Inq [Internet]. 2025 [cited 2025 May 7];32(2):e70023. Available from: https://doi.org/10.1111/nin.70023
30. Vitorino LM, Yoshinari Júnior GH. Artificial intelligence as an ally in Brazilian nursing: challenges, opportunities and professional responsibility. Rev Bras Enferm [Internet]. 2023 [cited 2025 May 7];76(3):e760301. Available from: https://doi.org/10.1590/0034-7167.2023760301pt
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