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Toledo LV, Bhering LL, Ercole FF. Artificial intelligence to predict bed bath time in Intensive Care Units. Rev Bras Enferm 2024; 77:e20230201. [PMID: 38422311 PMCID: PMC10895787 DOI: 10.1590/0034-7167-2023-0201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 10/18/2023] [Indexed: 03/02/2024] Open
Abstract
OBJECTIVES to assess the predictive performance of different artificial intelligence algorithms to estimate bed bath execution time in critically ill patients. METHODS a methodological study, which used artificial intelligence algorithms to predict bed bath time in critically ill patients. The results of multiple regression models, multilayer perceptron neural networks and radial basis function, decision tree and random forest were analyzed. RESULTS among the models assessed, the neural network model with a radial basis function, containing 13 neurons in the hidden layer, presented the best predictive performance to estimate the bed bath execution time. In data validation, the squared correlation between the predicted values and the original values was 62.3%. CONCLUSIONS the neural network model with radial basis function showed better predictive performance to estimate bed bath execution time in critically ill patients.
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de Sá JS, Santana MDO, dos Santos MG, Benedito JCDS, Teston EF. Tecnologias educacionais utilizadas para promoção do autocuidado de pessoas com diabetes mellitus: revisão integrativa. Rev Bras Enferm 2023; 76Suppl 4:e20230049. [PMID: 38088712 PMCID: PMC10704671 DOI: 10.1590/0034-7167-2023-0049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 08/04/2023] [Indexed: 12/18/2023] Open
Abstract
OBJECTIVE To summarize the scientific productions that used educational technologies to promote self-care for people with diabetes. METHOD Integrative review carried out from October 2022 to January 2023, in the databases: LILACS; Scopus; Embase; PubMed/MEDLINE and CINAHL. The search was paired, and the sample consisted of ten articles. The levels of evidence were analyzed by the Hierarchy of Evidence for Intervention Studies, and the results were synthesized for interpretation of the findings. RESULTS The educational technologies identified to promote self-care were: mobile applications, interactive platforms, print, telemonitoring, video and simulation. The focus of the contents was on the promotion of foot care, prevention of neuropathy, self-management, knowledge, and expectation of people with diabetes and prevention of acute complications. CONCLUSION The synthesis of knowledge about educational technologies to promote self-care for people with diabetes pointed to the need for robust evidence.
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Affiliation(s)
- Jennyfer Soares de Sá
- Universidade Federal do Mato Grosso do Sul. Campo Grande, Mato Grosso do Sul, Brazil
| | | | | | | | - Elen Ferraz Teston
- Universidade Federal do Mato Grosso do Sul. Campo Grande, Mato Grosso do Sul, Brazil
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Silva MPC, Teixeira CLSB, Nascimento JDSG, do Nascimento KG, Baptista RCN, Fonseca LMM, Contim D. Development of educational videos about bathing in bed newborns admitted to a neonatal unit. Rev Bras Enferm 2023; 76Suppl 2:e20220778. [PMID: 38558032 PMCID: PMC10642007 DOI: 10.1590/0034-7167-2022-0778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 07/10/2023] [Indexed: 04/04/2024] Open
Abstract
OBJECTIVE to develop and analyze evidence of content validity of educational videos about bathing newborns in bed in a neonatal unit. METHOD applied and methodological research, carried out from December/2020 to February/2022, in three phases: pre-production, production, post-production. Validity was carried out by nurses specializing in social communication and nursing professionals, including the Brazilian Sign Language and assessment by nursing students. The Content Validity Index and Cronbach's alpha above 0.8 were considered for analysis. RESULTS the videos were entitled "Best practices: bathing newborns in the heated crib" and "Best practices: bathing newborns in the incubator", lasting seven minutes each, divided into six scenes that demonstrated the approach to parents, environment and material organization, preparing newborns, bathing and after-bath care. CONCLUSION the videos will support permanent education processes, academic training and professional training in nursing.
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Affiliation(s)
| | | | | | | | | | | | - Divanice Contim
- Universidade Federal Triângulo Mineira. Uberaba, Minas Gerais, Brazil
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Barbosa RFM, Gonzaga AKLDL, Jardim FA, Mendes KDS, Sawada NO. Methodologies used by Nursing professionals in the production of educational videos: An integrative review. Rev Lat Am Enfermagem 2023; 31:e3950. [PMID: 37283420 PMCID: PMC10243433 DOI: 10.1590/1518-8345.6690.3950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 04/08/2023] [Indexed: 06/08/2023] Open
Abstract
OBJECTIVE (1) The making of videos includes the pre-production, production and post-production phases. (2) Video is a powerful resource in the construction of knowledge and care practice. (3) The methods for making videos guarantee the quality of the content addressed. (4) Video enhances Nursing professionals' skills in the clinical practice. (5) Educational videos are essential in the training of Nursing professionals. to evaluate the diverse scientific evidence on the methodologies used by Nursing professionals in the production of educational videos. METHOD an integrative review. The search for primary studies was carried out in the CINAHL, LILACS and MEDLINE/PubMed databases. The sample consisted of 19 research studies. The methodological quality of the studies included was assessed using a tool proposed by the Johns Hopkins Nursing Evidence-Based Practice and the results were analyzed in a descriptive form. RESULTS the methodological stages used for the process to elaborate and make the videos include pre-production, production and post-production. The studies reveal that, for the most part, the stages were properly applied and/or described by the authors, in addition to contemplating the method adopted. However, in 14 studies there was no use of a methodological framework to ensure rigor in their conduction and in 11 presented validation by the target audience. CONCLUSION the synthesis of knowledge showed that there is still a need for attention for the construction of educational videos regarding the methodological framework and validation by the target population. The rigorous execution of the methodological procedures necessary for the development of educational videos, aiming to encourage the acquisition of essential skills for the creation of high-quality teaching materials.
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Affiliation(s)
- Rafael Fernando Mendes Barbosa
- Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, Centro Colaborador de la OPS/OMS para el Desarrollo de la Investigación en Enfermería, Ribeirão Preto, SP, Brasil
| | - Anne Ketlley Lacerda de Lima Gonzaga
- Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, Centro Colaborador de la OPS/OMS para el Desarrollo de la Investigación en Enfermería, Ribeirão Preto, SP, Brasil
| | - Fabrine Aguilar Jardim
- Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, Centro Colaborador de la OPS/OMS para el Desarrollo de la Investigación en Enfermería, Ribeirão Preto, SP, Brasil
| | - Karina Dal Sasso Mendes
- Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, Centro Colaborador de la OPS/OMS para el Desarrollo de la Investigación en Enfermería, Ribeirão Preto, SP, Brasil
| | - Namie Okino Sawada
- Universidade Federal de Alfenas, Escola de Enfermagem, Alfenas, MG, Brasil
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Magnabosco P, Godoy SD, Mendes IAC, Raponi MBG, Toneti BF, Marchi-Alves LM. Production and validation of an educational video on the use of the Z-Track Technique. Rev Bras Enferm 2023; 76:e20220439. [PMID: 36946814 PMCID: PMC10021943 DOI: 10.1590/0034-7167-2022-0439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 10/22/2022] [Indexed: 03/23/2023] Open
Abstract
OBJECTIVE to create and validate an educational video on intramuscular drug administration using the Z-track technique. METHODS the Delphi Technique was used to validate the script. PhDs in Nursing and PhDs in Social Communication with experience in the production of educational videos participated in the process. After editing, the video was validated by three nursing professors and assessed by students of the undergraduate nursing program at a public university. RESULTS the video was validated by the examiners with 100% agreement in three rounds for script validation and in two for video validation after editing. The duration of the video was 9 minutes. CONCLUSION after validation by the examiners, students assessed the video and considered it suitable for learning. We This video is expected to aid in the training of nursing professionals and the enhancement of patient care.
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Affiliation(s)
| | - Simone de Godoy
- Universidade de São Paulo. Ribeirão Preto, São Paulo, Brazil
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Menezes LGC, Guedes MVC, Oliveira SKPD, Rocha RM, Pinheiro AKB, Silva LDFD, Moura DDJM, Coelho MDMF. Production and validation of the short film Pés que te quero®: educational technology for people with diabetes. Rev Bras Enferm 2022. [DOI: 10.1590/0034-7167-2021-0329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
ABSTRACT Objective: To describe the production and validation of short film type educational technology for the prevention of diabetic foot ulcers. Methods: A methodological study focused on the validation of a short film. The construction of the film was carried out in three stages: pre-production, production, and post-production. Thirty-seven evaluators undertook the internal validation, divided into two groups of 31 proficient nurses and six from the communication area. Fifteen people with diabetes mellitus performed the external validation. Result: The nursing proficient validated the script with a total content validity index of 0.95, with internal reliability of 0.849 conferred by Cronbach’s Alpha. Communication specialists validated with a content validity index of 0.97; and target audience with 0.95 (clarity) and 0.97 (relevance). Conclusion: The study showed that the short film is a valid and reliable educational technology to promote foot care to people with diabetes mellitus.
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Menezes LGC, Guedes MVC, Oliveira SKPD, Rocha RM, Pinheiro AKB, Silva LDFD, Moura DDJM, Coelho MDMF. Production and validation of the short film Pés que te quero®: educational technology for people with diabetes. Rev Bras Enferm 2022; 75:e20210329. [DOI: 10.1590/0034-7167-2021-032920210329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 10/25/2021] [Indexed: 11/22/2022] Open
Abstract
ABSTRACT Objective: To describe the production and validation of short film type educational technology for the prevention of diabetic foot ulcers. Methods: A methodological study focused on the validation of a short film. The construction of the film was carried out in three stages: pre-production, production, and post-production. Thirty-seven evaluators undertook the internal validation, divided into two groups of 31 proficient nurses and six from the communication area. Fifteen people with diabetes mellitus performed the external validation. Result: The nursing proficient validated the script with a total content validity index of 0.95, with internal reliability of 0.849 conferred by Cronbach’s Alpha. Communication specialists validated with a content validity index of 0.97; and target audience with 0.95 (clarity) and 0.97 (relevance). Conclusion: The study showed that the short film is a valid and reliable educational technology to promote foot care to people with diabetes mellitus.
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Cervellini MP, Coca KP, Gamba MA, Marcacine KO, Abrão ACFDV. Construction and validation of an instrument for classifying nipple and areola complex lesions resulting from breastfeeding. Rev Bras Enferm 2021; 75:e20210051. [PMID: 34614083 DOI: 10.1590/0034-7167-2021-0051] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 05/05/2021] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVES to construct and validate a classification of nipple and areola complex lesions resulting from breastfeeding, according to content and appearance. METHODS this is a methodological study, developed in four stages: operational definition, instrument construction, content and appearance validation. The Delphi technique and a Likert-type scale were used to validate content and appearance, through the participation of ten and sixteen judges, respectively. For analysis, Content Validity Index and Kappa Coefficient were applied. RESULTS Content Validity Index obtained an overall value of 0.93 and, for appearance, 0.94. Kappa values ranged between 0.46 and 1. The high rates of agreement among judges demonstrated the quality of the proposed content validity. CONCLUSIONS the Nipple and Areola Complex Lesions Classification Instrument developed obtained acceptable values of its indexes, proving to be valid in terms of content and appearance.
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Nascimento TS, de Souza Neto VL, Bottura Leite de Barros AL, Lopes CT, de Lima Lopes J. Development and validation of an educational video on nasopharyngeal and oropharyngeal suctioning. Nurse Educ Pract 2021; 56:103217. [PMID: 34607286 DOI: 10.1016/j.nepr.2021.103217] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 09/14/2021] [Accepted: 09/20/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE The objective of this study was to develop and validate an educational video on nasopharyngeal and oropharyngeal suctioning. BACKGROUND The use of videos in nursing education can improve students' skills in performing procedures. DESIGN This was a methodological study. METHODS This study was performed in five steps: (1) development of the script for an educational video on nasopharyngeal and oropharyngeal suctioning; (2) content validation of the script by 10 nurse specialists; (3) development of the video; (4) content validation of the video by six nurse specialists; (5) cognitive testing by 51 nursing students regarding the understanding of the items, until the following requirements were met: (1) mean and median scores ≥4, with significant inter-rater agreement, according to the Wilcoxon test; (2) 95% confidence intervals >80 for the proportion of maximum scores, according to the binomial distribution. p values <0.05 were considered significant. RESULTS After four rounds of evaluation by the specialists, the script was considered validated. The video was considered validated after two rounds of evaluation by specialists and students (p < 0.001). The video addressed the following topics: concept, indications, contraindications, required materials, appropriate technique, nursing notes and complications. CONCLUSIONS The video script was created by using the Storyboard technique and validated by specialist nurses using the Delphi technique. Nursing students watched, analyzed and understood the video which may support them to improve their technical skills of this procedure.
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Affiliation(s)
| | | | | | - Camila Takáo Lopes
- Escola Paulista de Enfermagem, Universidade Federal de São Paulo - UNIFESP, Brazil.
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