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The compassionate care framework plus quality control group improves the quality of postoperative nursing management for patients in anorectal surgery: An observational study. 爱心护理框架加质量控制小组提高了肛门直肠手术患者的术后护理管理质量:观察研究。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14168
Peiyao Li, Jieping Liu, Dan Li, Lin Wang, Guoshuang Yu

Objective: This study aimed to investigate the effectiveness of the joint application of the compassionate care framework (CCF) and a quality control (QC) team in improving the quality of postoperative nursing management for patients in anorectal surgery.

Methods: Patients who underwent anorectal surgery at the China-Japan Friendship Hospital between May 2022 and December 2022 were selected by convenience sampling. A digital random generator was used for random grouping. The odd numbers entered the control group (n = 53) and the even numbers entered the study group (n = 53). The control group received postoperative traditional nursing, and the study group received postoperative nursing and QC team management. A questionnaire survey was used to analyse patients' satisfaction with nursing. The two groups were compared for nursing quality scores, patient satisfaction with nursing care and incidence of complications.

Results: After management, compared with the control group, the study group scored significantly higher for the nursing process, environmental management, emergency response and safety protection (p < 0.05 for all). The study group also exhibited higher satisfaction scores with the nursing process, nurse-patient relationship and service attitude compared with the control group (p < 0.05 for all). The complication incidence rate in the study group was significantly lower than in the control group (p < 0.05).

Conclusion: The combined use of the CCF and a QC team can effectively improve the quality of postoperative nursing management for patients in anorectal surgery, reduce the incidence of complications and enhance patient satisfaction with nursing care, thus holding significant potential for wider application.

目的本研究旨在探讨仁爱护理框架(CCF)和质量控制(QC)小组的联合应用对提高肛肠外科患者术后护理管理质量的效果:方法:以方便抽样法选取2022年5月至2022年12月期间在中日友好医院接受肛肠外科手术的患者。采用数字随机发生器进行随机分组。单数为对照组(53 人),双数为研究组(53 人)。对照组接受术后传统护理,研究组接受术后护理和 QC 小组管理。通过问卷调查分析患者对护理工作的满意度。比较两组的护理质量评分、患者对护理的满意度和并发症发生率:结果:管理后,与对照组相比,研究组在护理流程、环境管理、应急反应和安全保护方面的得分明显更高(P 结论:研究组的护理质量明显高于对照组:CCF与质控小组的联合使用可有效提高肛肠手术患者的术后护理管理质量,降低并发症的发生率,提高患者对护理工作的满意度,具有较大的推广应用潜力。
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引用次数: 0
Emotions and difficulties experienced by parents of children with autism: A qualitative study. 自闭症儿童家长的情绪和困难:定性研究。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14207
Gülzade Uysal, Atiye Karakul, Duygu Sönmez Düzkaya

Rationale: This study was performed to determine the difficulties experienced by the parents of children with autism.

Methods: A qualitative method was used to determine the difficulties experienced by the parents. The sample of the study consisted of parents with 24 children with autism who met the inclusion criteria. The data were analysed by the MAXQDA qualitative data analysis programme in accordance with Colaizzi's seven-stage method.

Results: Total of 5 themes and 29 codes were gathered in line with the data obtained from the interviews. Five main themes of the interviews emerged; emotions experienced by parents; adaptation to family life; difficulty in social relationships; limited opportunity for entertainment/activity and financial difficulty. Parents whose income were less than or equal to their expenses particularly stated that they had economic difficulties in the transportation of their children to places such as hospitals/schools/special education.

Conclusion: In accordance with the findings of this study, it was determined that almost all of the parents with a child diagnosed with autism experienced sadness, denial, shock, depression, self-blame in the period when their children were first diagnosed, and later accepted the disease. In addition, it was detected that parents had difficulties in family relations, social relations, entertainment/activity and economic aspects.

理由:本研究旨在了解自闭症儿童家长所遇到的困难:方法:采用定性方法来确定家长所遇到的困难。研究样本包括 24 名符合纳入标准的自闭症儿童的家长。按照科莱兹的七阶段法,使用 MAXQDA 定性数据分析程序对数据进行了分析:根据访谈获得的数据,共收集到 5 个主题和 29 个代码。访谈中出现了五大主题:父母的情绪体验、对家庭生活的适应、社会关系中的困难、娱乐/活动机会有限以及经济困难。收入少于或等于支出的家长特别指出,他们在接送子女去医院/学校/特殊教育机构等地方时遇到了经济困难:根据本研究的结果,几乎所有被诊断患有自闭症的儿童的父母在其子女刚被诊断出患有自闭症时都经历了悲伤、否认、震惊、抑郁和自责,后来接受了这一疾病。此外,研究还发现,家长在家庭关系、社会关系、娱乐/活动和经济方面都遇到了困难。
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引用次数: 0
The effect of social support and parental monitoring on glycaemic control in adolescents with type 1 diabetes mellitus. 社会支持和父母监督对 1 型糖尿病青少年血糖控制的影响。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14190
Ayla İrem Aydın, Gülay Öztaş, Meryem Atak, Nurcan Özyazıcıoğlu, Halil Sağlam

Rationale: Glycaemic control is a crucial aspect of managing type 1 diabetes mellitus (T1DM). Strict glycaemic control has been proven to reduce the long-term complications of the disease.

Aims: The aim of this study was to investigate the effect of parental involvement in diabetes care and social support on glycaemic control in adolescents with T1DM.

Methods: In this cross-sectional study, 94 adolescents and their parents admitted to a university hospital between January and July 2023 were included in the study. The Multidimensional Scale of Perceived Social Support (PMDC-R) and Parental Monitoring Scale (MSPSS) in Diabetes Care of Adolescents with T1DM were used as data collection tools.

Results: Females constituted 63.8% of the adolescents who participated in the study and the glycaemic control of females was significantly lower than males (p < 0.05). The mean HbA1c of the adolescents was 8.65 + 1.57. In the study, PMDC-R and MSPSS scores of adolescents with good and poor glycaemic control were compared. The PMDC-R of the good control group were statistically significantly higher than the poor control group (p < 0.05), but there was no significant difference between the MSPSS scores.

Conclusion: Parental supervision plays a protective role in adolescents, and glycaemic control is better as parental supervision increases. Paediatric nurses should collaborate with parents in diabetes management. This approach may help adolescents to be more successful in diabetes management.

理由血糖控制是管理 1 型糖尿病(T1DM)的一个重要方面。研究目的:本研究旨在探讨父母参与糖尿病护理和社会支持对 T1DM 青少年血糖控制的影响:在这项横断面研究中,纳入了2023年1月至7月期间在一所大学医院住院的94名青少年及其父母。数据收集工具为T1DM青少年糖尿病护理中的感知社会支持多维量表(PMDC-R)和家长监测量表(MSPSS):参与研究的青少年中女性占 63.8%,女性的血糖控制率明显低于男性(p 结论:父母的监督对 T1DM 青少年具有保护作用:父母的监督对青少年起着保护作用,随着父母监督力度的加大,血糖控制情况会更好。儿科护士应与家长合作进行糖尿病管理。这种方法可帮助青少年更成功地控制糖尿病。
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引用次数: 0
Findings from the 'Ask Me About PrEP' HIV Pre-Exposure Prophylaxis Awareness Programme in England. 英格兰 "问我 PrEP "艾滋病暴露前预防宣传计划的调查结果。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14163
Jonny Edwards, Sara Paparini, Will Nutland, Marc Thompson, Phil Samba

Rationale: HIV incidence has decreased in England by over a third since 2019. Despite the early success of HIV Pre-Exposure Prophylaxis (PrEP) in reducing HIV transmission in the United Kingdom, many people who could benefit from HIV PrEP do not yet know about it, or know how to access it.

Aims and objectives: This paper presents the findings of the first England-wide national peer-to-peer based diffusion model to disseminate information about PrEP. Ask Me About PrEP (AMAP) was a 5-month pilot programme which commenced in November 2021. Volunteer mobilisers were encouraged to use their existing knowledge of their communities and geographical areas to assist them in discussing PrEP with their peers.

Method: 12 enrolled mobilisers took part in three project evaluation focus groups between November 2021 and March 2022, and five AMAP project staff took part in one focus group in March 2022. Additionally, descriptive statistical analysis explored volunteer mobiliser recruitment to the AMAP project, demographical data of project staff and volunteer mobilisers, volunteer mobiliser attrition rates, and the project's impact.

Results: 96 volunteers enrolled, completed training and volunteered as mobilisers. Thoroughout the project, mobilisers engaged their peers in 11,889 conversations about PrEP through individual conversations, online group conversations, online workplace educational events, and social media. The focus groups enabled key stakeholders to reflect on their experiences of the pilot programme. Four key themes were identified during the focus groups: motivations to mobilise and recruitment experiences; training, learning, and materials; mobilisation activity; and support and social networking.

Conclusion: Our evaluation demonstrates that peer-to-peer diffusion models used to increase awareness of HIV PrEP in key unreached groups, offer an acceptable public health intervention model for volunteers and project staff.

理由:自 2019 年以来,英格兰的艾滋病发病率下降了三分之一以上。尽管艾滋病毒暴露前预防疗法(PrEP)在英国减少艾滋病毒传播方面取得了初步成功,但许多可能受益于艾滋病毒暴露前预防疗法(PrEP)的人还不知道这种疗法,也不知道如何获得这种疗法:本文介绍了首个在英格兰全国范围内基于同伴传播模式来传播 PrEP 信息的研究结果。问我 PrEP(AMAP)是一项为期 5 个月的试点计划,于 2021 年 11 月启动。我们鼓励志愿动员者利用他们对所在社区和地理区域的现有知识,协助他们与同伴讨论 PrEP:12 名注册动员者参加了 2021 年 11 月至 2022 年 3 月期间的三个项目评估焦点小组,5 名 AMAP 项目工作人员参加了 2022 年 3 月的一个焦点小组。此外,描述性统计分析还探讨了 AMAP 项目招募志愿者动员者的情况、项目工作人员和志愿者动员者的人口统计数据、志愿者动员者的自然减员率以及项目的影响:结果:96 名志愿者注册并完成了培训,自愿成为动员者。在整个项目期间,动员者通过个人对话、在线小组对话、在线工作场所教育活动和社交媒体,与同伴进行了 11,889 次关于 PrEP 的对话。焦点小组使主要利益相关者能够反思他们在试点计划中的经历。焦点小组确定了四个关键主题:动员动机和招募经验;培训、学习和材料;动员活动;以及支持和社交网络:我们的评估结果表明,在关键的未覆盖群体中提高对艾滋病毒 PrEP 的认识的同伴传播模式为志愿者和项目工作人员提供了一种可接受的公共卫生干预模式。
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引用次数: 0
Development and validation of knowledge, attitude, and practice scale regarding antibiotic use for Chinese medical students. 中国医学生抗生素使用知识、态度和实践量表的开发与验证。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14209
Hui Sun, Linghui Xiang, Jiajia Zhang, Xin Xiong, Xuemei Sun, Yinyan Gao, Jinlu Song, Han Luo, Dingkui Sun, Xiangfeng Lin, Boya Xu, Irene X Y Wu, Wenjie Dai

Aims and objectives: This study aimed to develop and validate a knowledge, attitude, and practice scale of antibiotic use for Chinese medical students.

Method: A five-phased procedure was adopted: (a) A item pool was constructed after literature review; (b) Delphi method was used to refine the items; (c) A pilot study was conducted to clarify the item; (d) Item analysis and exploratory factor analysis were used to finalize the scale; (e) Content validity, construct validity and reliability of the scale were analysed.

Results: The scale of 32 items, respectively 15, 9, and 8 for knowledge, attitude, and practice, was finalized. The item-level content validity ranged from 0.80 to 1.00. The scale-level content validity of the scale was 0.90. Model fit indices of total scale and the three dimensions met the criteria. Cronbach's α and the split-half coefficient were respectively 0.81 and 0.65 for the total scale. For each dimension, Cronbach's α varied from 0.68 to 0.89 and the split-half coefficient varied from 0.64 to 0.83.

Conclusion: The scale can be used as a whole or separately, serving as an effective tool to measure medical students' knowledge, attitude, or practice regarding antibiotic use.

目的和目标本研究旨在开发和验证中国医学生抗生素使用的知识、态度和实践量表:方法:采用五阶段程序:(a)文献综述后建立项目库;(b)采用德尔菲法完善项目;(c)进行试点研究以明确项目;(d)采用项目分析和探索性因子分析最终确定量表;(e)分析量表的内容效度、建构效度和信度:结果:最终确定的量表包含 32 个项目,知识、态度和实践项目分别为 15、9 和 8。项目层面的内容效度在 0.80 至 1.00 之间。量表内容效度为 0.90。总量表和三个维度的模型拟合指数均符合标准。总量表的 Cronbach's α 和分半系数分别为 0.81 和 0.65。各维度的 Cronbach's α 在 0.68 至 0.89 之间变化,分半系数在 0.64 至 0.83 之间变化:该量表既可整体使用,也可单独使用,是测量医学生抗生素使用知识、态度或实践的有效工具。
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引用次数: 0
A systematic review and meta-analysis of frailty in patients with heart failure. 心力衰竭患者虚弱程度的系统回顾和荟萃分析。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14192
Xia Chen, Xiangying Meng

Objective: To systematically evaluate the effect of frailty on the prognosis of patients with heart failure.

Methods: Computer searches were conducted on PubMed, Embase, The Cochrane Library, Web of Science, CNKI, Wanfang Data Knowledge Service platform, Weipu full-text database of Chinese scientific and technological journals, and Chinese biomedical literature database from August 12, 2022. After literature screening was completed by two researchers, the data extraction (such as study type, sample size, age of included patients, New York Heart Association (NYHA) Functional Classification, frailty assessment tool, frailty positive rate, outcome indicators, etc.) was performed and the risk of bias in the included studies was assessed. Meta-analysis was performed using Revman 5.4 and Stata 14.0 software.

Results: A total of 32 studies were included, including 406,269 patients with heart failure. All included studies were rated high overall quality. The results of meta-analysis showed: Frailty increases the risk of all-cause death in patients with heart failure (hazard ratio [HR] = 1.73, 95% confidence interval [CI]: 1.50 - 2.00, p < 0.001), unplanned readmission (HR = 1.96, 95% CI: 1.21 - 3.17, p = 0.006), and joint endpoint risk (HR = 1.66, 95% CI: 1.48 - 1.86, p < 0.001).

Conclusion: Current evidence suggests that frailty increases the risk of all-cause death, unplanned readmission, and joint endpoints in patients with heart failure.

目的:系统评估虚弱对心力衰竭患者预后的影响:系统评估虚弱对心力衰竭患者预后的影响:自2022年8月12日起,在PubMed、Embase、The Cochrane Library、Web of Science、CNKI、万方数据知识服务平台、维普中文科技期刊全文数据库、中国生物医学文献数据库等数据库中进行计算机检索。由两名研究人员完成文献筛选后,进行数据提取(如研究类型、样本量、纳入患者年龄、纽约心脏病协会(NYHA)功能分级、虚弱评估工具、虚弱阳性率、结局指标等),并评估纳入研究的偏倚风险。使用 Revman 5.4 和 Stata 14.0 软件进行了 Meta 分析:结果:共纳入 32 项研究,包括 406269 名心衰患者。所有纳入研究的总体质量都很高。荟萃分析结果显示虚弱会增加心衰患者全因死亡的风险(危险比 [HR] = 1.73,95% 置信区间 [CI]:1.50 - 2.00,P 结论:目前的证据表明,虚弱会增加心衰患者全因死亡、非计划再入院和联合终点的风险。
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引用次数: 0
Psychometric evaluation of the Turkish version of the nurses' perception of the gap between knowledge and practice scale. 对土耳其版 "护士对知识与实践之间差距的认知量表 "进行心理计量学评估。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14204
Dilek Demir Kösem, Şenay Demir, Murat Bektaş, İlknur Bektaş

Background: Progress in the nursing profession and clinical decision-making are largely sustained by the coherence between theory and practice. The quality of healthcare provided by nurses and patient outcomes are adversely impacted by the gap between knowledge and practice. Measurement tools used to assess nurses' perceptions of this gap are inadequate in Türkiye. This research aimed to adapt the nurses' perception of the gap between knowledge and practice scale into Turkish and to evaluate its reliability and validity.

Methods: The study, in which a methodological design was employed, was conducted with 406 nurses between March and June 2022. A descriptive information form and the nurses' perception of the gap between knowledge and practice scale (NPGKPS) were employed to gather data. The validity study included content and construct validity analyses, and the reliability study included item analysis, split-half test, and Cronbach alpha coefficients.

Results: The scale had 35 items and four dimensions, which explained 54.65% of the total variance. The goodness of fit values, which were found following a confirmatory factor analysis, were estimated as follows: CMIN = 1808.984, DF = 512, CMIN/DF = 3.533, IFI = 0.89, TLI = 0.87, RFI = 0.83, CFI = 0.89, RMSEA = 0.079, and NFI = 0.86. Cronbach's alpha coefficient of the total scale was estimated as 0.95 and it was in the range of 0.84 to 0.93 for four factors.

Conclusion: In conclusion, the nurses' perception of the gap between knowledge and practice scale was a reliable and valid measure which could be applied to Turkish society.

背景:护理专业的进步和临床决策在很大程度上取决于理论与实践之间的一致性。知识与实践之间的差距会对护士提供的医疗保健质量和患者的治疗效果产生不利影响。在土耳其,用于评估护士对这一差距的看法的测量工具并不完善。本研究旨在将护士对知识与实践之间差距的认知量表改编成土耳其语,并评估其可靠性和有效性:本研究采用方法论设计,在 2022 年 3 月至 6 月期间对 406 名护士进行了调查。研究采用了描述性信息表和护士对知识与实践差距的认知量表(NPGKPS)来收集数据。效度研究包括内容效度和建构效度分析,信度研究包括项目分析、分半测试和 Cronbach α 系数:量表有 35 个项目和四个维度,解释了总方差的 54.65%。经过确认性因素分析,拟合优度的估计值如下:CMIN=1808.984,DF=512,CMIN/DF=3.533,IFI=0.89,TLI=0.87,RFI=0.83,CFI=0.89,RMSEA=0.079,NFI=0.86。总量表的 Cronbach's alpha 系数估计为 0.95,四个因子的 Cronbach's alpha 系数在 0.84 至 0.93 之间:总之,护士对知识与实践之间差距的认知量表是一种可靠有效的测量方法,可应用于土耳其社会。
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引用次数: 0
The effect of Mobile-Assisted training and counseling on nurses' ventrogluteal injections application of nursing: A mixed method study. 移动辅助培训和辅导对护士腹腔注射护理应用的影响:混合方法研究。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14214
Emel Gülnar, Gamze Özener, Aslı Yilmaz, Sinan Aydogan, Özge Gencer, Şule Bıyık Bayram, Deniz Öztürk, Nurcan Çalişkan

Background: Nurses often administer intramuscular (IM) injections. However, they do not use the ventrogluteal (VG) site, although it is highly recommended.

Aim: This study investigated whether a mobile-assisted training and counseling program (intervention) encouraged nurses to use the VG site to administer IM injections.

Methods: This study adopted a pretest-posttest interventional design with no control group and employed a mixed research design. The sample consisted of 105 nurses from a public hospital in a metropolitan city in Turkey. Quantitative data were collected using a descriptive characteristics form and a Ventrogluteal Site Information Form (VSIF). Qualitative data were collected using a semi-structured interview form. First, participants took a pretest and then watched an animation about VG injections on their mobile devices. Afterward, they were provided with counseling and then administered a posttest. Sixteen participants were interviewed after the posttest.

Results: Participants had a significantly higher mean posttest VSIF score (17.50 + 3.23) than the pretest score (12.73 + 5.40) (p < 0.05). They stated that the intervention helped them reinforce what they already knew and encouraged them to use the VG site to administer IM injections. They also noted that it boosted their confidence and helped them experience less anxiety.

Conclusion: The results showed that the intervention helped participants learn more about IM injections into the VG site. Therefore, hospitals should provide nurses with mobile-assisted training and counseling programs to encourage them to use the VG site to administer IM injections.

背景:护士经常进行肌肉注射(IM)。目的:本研究调查了移动辅助培训和咨询项目(干预)是否鼓励护士使用 VG 部位进行 IM 注射:本研究采用前测-后测干预设计,不设对照组,采用混合研究设计。样本包括来自土耳其某大都市公立医院的 105 名护士。定量数据通过描述性特征表和黄体部信息表(VSIF)收集。定性数据使用半结构化访谈表收集。首先,参与者进行了预测试,然后在移动设备上观看了有关 VG 注射的动画。之后,他们接受了咨询,并进行了后测。16名参与者在后测结束后接受了访谈:结果:参与者的后测 VSIF 平均得分(17.50 + 3.23)明显高于前测得分(12.73 + 5.40)(p 结论:干预对参与者的 VSIF 有帮助:结果表明,干预措施帮助参与者了解了更多关于在 VG 部位进行 IM 注射的知识。因此,医院应为护士提供移动辅助培训和辅导计划,鼓励她们使用 VG 位点进行 IM 注射。
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引用次数: 0
Evaluation of the psychometric properties of the Turkish version of the Skin-to-Skin Contact Scale for nurses. 评估土耳其版护士皮肤接触量表的心理测量特性。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14185
Ilknur Bektas, Gülçin Özalp Gerçeker, Murat Bektas

Rationale: Skin-to-skin contact is the practice with the highest level of evidence that increases the growth, development, and healing rate of the newborn. Neonatal nurses are also the best practitioners of skin-to-skin contact.

Aims: This study examined the psychometric properties of the Turkish version of the Skin-to-Skin Contact Scale for nurses.

Methods: This descriptive, correlational, and cross-sectional study was carried out with 226 neonatal and pediatric nurses between July 2022 and July 2023. The data were collected using an online questionnaire, including a descriptive information form and a skin-to-skin contact scale for nurses. Data were analyzed by explanatory and confirmatory factor analysis, Cronbach's alpha, and item-total score analysis.

Results: It was determined that the scale consisted of 20 items and four sub-dimensions and that those four sub-dimensions explained 53.01% of the total variance. All factor loads were higher than 0.30 in the explanatory and confirmatory factor analyses. All the fit indices were higher than 0.80, and the Root Mean Square Error of Approximation (RMSEA) was less than 0.080 in the confirmatory factor analysis. Cronbach's alpha was determined to be 0.89 for the total scale and greater than 0.70 for all sub-dimensions.

Conclusions: The Skin-to-Skin Contact Scale for nurses was determined to be a valid and reliable measurement tool for Turkish nurses. It is recommended that the scale be used regularly in clinics to determine nurses' attitudes towards skin-to-skin contact.

理论依据:肌肤接触是一种证据确凿的做法,可提高新生儿的生长、发育和治愈率。目的:本研究探讨了土耳其版护士皮肤接触量表的心理测量特性:这项描述性、相关性和横断面研究在 2022 年 7 月至 2023 年 7 月期间对 226 名新生儿和儿科护士进行了调查。数据通过在线问卷收集,包括描述性信息表和护士皮肤接触量表。通过解释性和确认性因子分析、克朗巴赫α和项目-总分分析对数据进行了分析:结果:量表由 20 个项目和 4 个子维度组成,这 4 个子维度解释了 53.01% 的总方差。在解释性和确认性因子分析中,所有因子载荷均大于 0.30。所有拟合指数均高于 0.80,在确认性因子分析中,近似均方根误差(RMSEA)小于 0.080。总量表的 Cronbach's alpha 值为 0.89,所有子维度的 Cronbach's alpha 值均大于 0.70:护士皮肤接触量表被确定为适用于土耳其护士的有效、可靠的测量工具。建议在诊所中定期使用该量表来确定护士对皮肤接触的态度。
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引用次数: 0
Analysis and modelling of global online public interest in multiple other infectious diseases due to the COVID-19 pandemic. 分析和模拟 COVID-19 大流行引起的全球公众对其他多种传染病的在线兴趣。
IF 2.1 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-23 DOI: 10.1111/jep.14206
Yang Yang, Xingyu Wan, Ning Zhang, Zhengyang Wu, Rong Qiu, Jing Yuan, Yinyin Xie

Rationale: Previous research has demonstrated the applicability of Google Trends in predicting infectious diseases.

Aims and objectives: This study aimed to analyze public interest in other infectious diseases before and after the outbreak of COVID-19 via Google Trends data and to predict these trends via time series models.

Method: Google Trends data for 12 common infectious diseases were obtained in this study, covering the period from 1 February 2018 to 5 May 2023. The ARIMA, TimeGPT, XGBoost, and LSTM algorithms were then utilized to establish time series prediction models.

Results: Our study revealed a significant decrease in public interest in most infectious diseases at the beginning of the pandemic outbreak, followed by a rebound in the post-pandemic era, which is consistent with reported disease incidences. Furthermore, our prediction models demonstrated good accuracy, with TimeGPT showing unique advantages.

Conclusions: Our study highlights the potential application value of Google Trends and large pre-trained models for infectious disease prediction.

理论依据:以前的研究已经证明了谷歌趋势在预测传染病方面的适用性:本研究旨在通过谷歌趋势数据分析 COVID-19 爆发前后公众对其他传染病的兴趣,并通过时间序列模型预测这些趋势:本研究获得了 12 种常见传染病的 Google Trends 数据,时间跨度为 2018 年 2 月 1 日至 2023 年 5 月 5 日。然后利用 ARIMA、TimeGPT、XGBoost 和 LSTM 算法建立时间序列预测模型:我们的研究表明,在大流行爆发初期,公众对大多数传染病的兴趣明显降低,而在大流行结束后,这种兴趣又有所回升,这与报告的疾病发病率相吻合。此外,我们的预测模型显示出良好的准确性,其中 TimeGPT 显示出独特的优势:我们的研究凸显了谷歌趋势和大型预训练模型在传染病预测方面的潜在应用价值。
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引用次数: 0
期刊
Journal of evaluation in clinical practice
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