Pub Date : 2026-01-09DOI: 10.1186/s13643-025-02943-8
Ananya Ananthakrishnan, Aditya Narain Sharma, David Anderson, Rohit Shankar, Edward Meinert
Background: Early intervention for psychotic spectrum disorders can improve long-term outcomes, but service availability and quality can vary globally. Mobile apps have the potential to provide personalised and accessible support for people with psychotic disorders via features such as symptom monitoring, medication reminders, and self-management interventions. Existing reviews have provided an overview of such apps and their feasibility but lack a synthesis of their efficacy, safety, and acceptability. Addressing this gap would guide future app designs and facilitate their implementation by informing clinical and policy decisions. The purpose of this systematic review will be to synthesise the evidence about existing mobile apps for psychotic disorders, including their types and features, feasibility of implementation, usability, clinical impact, and safety.
Methods: This protocol has been structured using the PRISMA-P checklist, and the PICOS framework will guide the search strategy. Six electronic databases (PubMed, Embase, CINAHL, Scopus, Web of Science, and PsycInfo) will be searched. Evaluations of mobile apps for psychotic disorders published in English will be included. Reviews will be excluded but their bibliographies will be searched for relevant articles. Two independent reviewers will conduct the title and abstract screening, full-text review, data extraction into a predetermined form, and risk of bias analysis; with any disagreements discussed until consensus at each stage. The risk of bias analysis will be conducted using the Cochrane Collaboration Risk of Bias 2 and Mixed Methods Appraisal Tool. Meta-analyses will summarise data on feasibility, impact, and safety (where applicable), and app characteristics and user experience will be descriptively analysed.
Discussion: While current reviews synthesise information about apps for psychotic disorders, most of them have a narrow focus on specific app types (e.g., monitoring), outcomes (e.g., engagement), or study types. This systematic review will update previous reviews and add a comprehensive synthesis of app features, their safety, and their overall impact. This review will inform future app development and evaluations and facilitate their implementation in clinical services. It will also address the potential negative impacts associated with these apps and propose ways to mitigate them.
背景:精神谱系障碍的早期干预可以改善长期预后,但服务的可获得性和质量在全球范围内存在差异。移动应用程序有可能通过症状监测、药物提醒和自我管理干预等功能,为精神病患者提供个性化和可访问的支持。现有的评论提供了此类应用程序及其可行性的概述,但缺乏对其有效性,安全性和可接受性的综合。解决这一差距将指导未来的应用程序设计,并通过为临床和政策决策提供信息来促进应用程序的实施。本系统综述的目的是综合现有用于精神障碍的移动应用程序的证据,包括它们的类型和特征、实施的可行性、可用性、临床影响和安全性。方法:本协议采用PRISMA-P检查表构建,PICOS框架将指导搜索策略。六个电子数据库(PubMed, Embase, CINAHL, Scopus, Web of Science和PsycInfo)将被检索。将包括以英文出版的精神病移动应用程序的评估。综述将被排除在外,但相关文章将检索其参考书目。两名独立审稿人将进行标题和摘要筛选、全文审查、数据提取成预定形式,并进行偏倚风险分析;在每个阶段讨论任何分歧直至达成共识。偏倚风险分析将使用Cochrane协作偏倚风险2和混合方法评估工具进行。meta分析将总结可行性、影响和安全性(如适用)的数据,并对应用程序特性和用户体验进行描述性分析。讨论:虽然目前的评论综合了有关精神障碍应用程序的信息,但其中大多数都狭隘地关注特定的应用程序类型(例如,监测),结果(例如,参与)或研究类型。此系统评论将更新之前的评论,并添加应用程序功能,安全性和整体影响的综合综合。该审查将为未来的应用程序开发和评估提供信息,并促进其在临床服务中的实施。它还将解决与这些应用程序相关的潜在负面影响,并提出减轻这些影响的方法。系统评价注册:PROSPERO CRD42024615781。
{"title":"Mobile apps for psychotic disorders: a systematic review protocol.","authors":"Ananya Ananthakrishnan, Aditya Narain Sharma, David Anderson, Rohit Shankar, Edward Meinert","doi":"10.1186/s13643-025-02943-8","DOIUrl":"10.1186/s13643-025-02943-8","url":null,"abstract":"<p><strong>Background: </strong>Early intervention for psychotic spectrum disorders can improve long-term outcomes, but service availability and quality can vary globally. Mobile apps have the potential to provide personalised and accessible support for people with psychotic disorders via features such as symptom monitoring, medication reminders, and self-management interventions. Existing reviews have provided an overview of such apps and their feasibility but lack a synthesis of their efficacy, safety, and acceptability. Addressing this gap would guide future app designs and facilitate their implementation by informing clinical and policy decisions. The purpose of this systematic review will be to synthesise the evidence about existing mobile apps for psychotic disorders, including their types and features, feasibility of implementation, usability, clinical impact, and safety.</p><p><strong>Methods: </strong>This protocol has been structured using the PRISMA-P checklist, and the PICOS framework will guide the search strategy. Six electronic databases (PubMed, Embase, CINAHL, Scopus, Web of Science, and PsycInfo) will be searched. Evaluations of mobile apps for psychotic disorders published in English will be included. Reviews will be excluded but their bibliographies will be searched for relevant articles. Two independent reviewers will conduct the title and abstract screening, full-text review, data extraction into a predetermined form, and risk of bias analysis; with any disagreements discussed until consensus at each stage. The risk of bias analysis will be conducted using the Cochrane Collaboration Risk of Bias 2 and Mixed Methods Appraisal Tool. Meta-analyses will summarise data on feasibility, impact, and safety (where applicable), and app characteristics and user experience will be descriptively analysed.</p><p><strong>Discussion: </strong>While current reviews synthesise information about apps for psychotic disorders, most of them have a narrow focus on specific app types (e.g., monitoring), outcomes (e.g., engagement), or study types. This systematic review will update previous reviews and add a comprehensive synthesis of app features, their safety, and their overall impact. This review will inform future app development and evaluations and facilitate their implementation in clinical services. It will also address the potential negative impacts associated with these apps and propose ways to mitigate them.</p><p><strong>Systematic review registration: </strong>PROSPERO CRD42024615781.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":" ","pages":"46"},"PeriodicalIF":3.9,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12882349/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145946350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-08DOI: 10.1186/s13643-025-03035-3
Tim Koldenhof, Barzi Gareb, Marcelle D Smit, Thijmen S A Bergwerff, Robert G Tieleman, Michiel Rienstra
Background: Heart rate control is one of the cornerstones of atrial fibrillation (AF) management and is recommended in all AF patients, even as background therapy for rhythm control. Both non-dihydropyridine calcium channel blockers and beta blockers are recommended as first choice rate control drugs, but no preference is given. Even though there are important differences in pharmacological mechanisms and side effects between these drugs, large randomized controlled trials are lacking. We aim to critically evaluate and synthesize the scientific evidence comparing calcium channel blockers and beta blockers.
Methods: A systematic review is conducted in four databases: MEDLINE, Embase, Web of Science, and Cochrane Central, collecting all original research published up until March 2025. Studies including patients with AF (P) treated with non-dihydropyridine calcium channel blockers (I) or beta blockers (C) reporting heart rate (O) or other key secondary outcomes such as major adverse cardiac and cerebrovascular events or mortality will be included. Titles and abstracts, as well as full texts, will be screened by two reviewers, and results will be reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses checklist. Assessment of risk of bias is evaluated using the Cochrane Risk-of-Bias (RoB 2) tool for randomized controlled trials and the Risk Of Bias In Non-Randomized Studies - of Interventions (ROBINS-I) tool for non-randomized studies. If sufficient homogeneous data are available, meta-analyses are performed.
Discussion: Current systematic reviews on rate control in AF have primarily focused on acute rate control using the intravenous administration of calcium channel blockers and beta blockers. However, systematic reviews comparing these two drug classes for long-term rate control are lacking, and current guidelines offer little guidance for choosing one drug over the other. This systematic review with meta-analysis will compare the effects of calcium channel blockers and beta blockers on heart rate and provide a comprehensive overview of clinical outcomes and side effects in the treatment of AF. It aims to provide a comprehensive overview, helping clinicians tailor rate control for individual patients.
背景:心率控制是房颤(AF)治疗的基础之一,被推荐用于所有房颤患者,甚至作为心律控制的背景治疗。非二氢吡啶类钙通道阻滞剂和β受体阻滞剂均被推荐为首选率控制药物,但不给予优先选择。尽管这些药物在药理机制和副作用方面存在重要差异,但缺乏大型随机对照试验。我们的目的是批判性地评价和综合比较钙通道阻滞剂和受体阻滞剂的科学证据。方法:系统回顾MEDLINE、Embase、Web of Science和Cochrane Central四个数据库,收集截至2025年3月发表的所有原创研究。包括使用非二氢吡啶钙通道阻滞剂(I)或受体阻滞剂(C)治疗的房颤(P)患者的研究,报告心率(O)或其他关键次要结局,如主要不良心脑血管事件或死亡率。标题和摘要以及全文将由两位审稿人筛选,结果将使用系统评价和元分析首选报告项目清单进行报告。对随机对照试验使用Cochrane风险-偏倚(RoB 2)工具,对非随机研究使用非随机干预研究(ROBINS-I)工具,对偏倚风险进行评估。如果有足够的同质数据,则进行荟萃分析。讨论:目前关于房颤心率控制的系统综述主要集中在静脉注射钙通道阻滞剂和受体阻滞剂来控制急性心率。然而,比较这两种药物类别对长期速率控制的系统评价是缺乏的,并且目前的指南对选择一种药物而不是另一种药物提供很少的指导。本系统综述将比较钙通道阻滞剂和β受体阻滞剂对心率的影响,并提供房颤治疗的临床结果和副作用的全面概述。它旨在提供一个全面的概述,帮助临床医生为个别患者量身定制心率控制。系统评价注册:PROSPERO CRD42024526695。
{"title":"Comparison of non-dihydropyridine calcium channel blockers with beta blockers as treatment for atrial fibrillation: protocol for a systematic review with meta-analysis.","authors":"Tim Koldenhof, Barzi Gareb, Marcelle D Smit, Thijmen S A Bergwerff, Robert G Tieleman, Michiel Rienstra","doi":"10.1186/s13643-025-03035-3","DOIUrl":"10.1186/s13643-025-03035-3","url":null,"abstract":"<p><strong>Background: </strong>Heart rate control is one of the cornerstones of atrial fibrillation (AF) management and is recommended in all AF patients, even as background therapy for rhythm control. Both non-dihydropyridine calcium channel blockers and beta blockers are recommended as first choice rate control drugs, but no preference is given. Even though there are important differences in pharmacological mechanisms and side effects between these drugs, large randomized controlled trials are lacking. We aim to critically evaluate and synthesize the scientific evidence comparing calcium channel blockers and beta blockers.</p><p><strong>Methods: </strong>A systematic review is conducted in four databases: MEDLINE, Embase, Web of Science, and Cochrane Central, collecting all original research published up until March 2025. Studies including patients with AF (P) treated with non-dihydropyridine calcium channel blockers (I) or beta blockers (C) reporting heart rate (O) or other key secondary outcomes such as major adverse cardiac and cerebrovascular events or mortality will be included. Titles and abstracts, as well as full texts, will be screened by two reviewers, and results will be reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses checklist. Assessment of risk of bias is evaluated using the Cochrane Risk-of-Bias (RoB 2) tool for randomized controlled trials and the Risk Of Bias In Non-Randomized Studies - of Interventions (ROBINS-I) tool for non-randomized studies. If sufficient homogeneous data are available, meta-analyses are performed.</p><p><strong>Discussion: </strong>Current systematic reviews on rate control in AF have primarily focused on acute rate control using the intravenous administration of calcium channel blockers and beta blockers. However, systematic reviews comparing these two drug classes for long-term rate control are lacking, and current guidelines offer little guidance for choosing one drug over the other. This systematic review with meta-analysis will compare the effects of calcium channel blockers and beta blockers on heart rate and provide a comprehensive overview of clinical outcomes and side effects in the treatment of AF. It aims to provide a comprehensive overview, helping clinicians tailor rate control for individual patients.</p><p><strong>Systematic review registration: </strong>PROSPERO CRD42024526695.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":" ","pages":"44"},"PeriodicalIF":3.9,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12875010/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145918463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07DOI: 10.1186/s13643-025-03064-y
Jijia Liu, Xianghua Xu, Meijun Ou
Background: Dysphagia is a common health problem that affects the quality of life of millions of people. Several studies have shown that gamified swallowing exercise has a demonstrated potential to improve training adherence and swallowing function among adults with dysphagia. However, this evidence has not been fully systematically synthesized. This systematic review and meta-analysis aims to systematically examine the effectiveness of gamified swallowing exercise in improving swallowing function among adults with dysphagia.
Methods: The Preferred Reporting Items for Systematic Review and Meta-Analysis Protocol (PRISMA-P) 2015 checklist was followed to report the protocol. We will conduct the first retrieval in PubMed, Web of Science, Embase, CINAHL, Scopus, the Cochrane Library, JBI, SinoMed, CNKI, and Wanfang on March 1, 2025. Before completing the systematic review, all target databases will be re-searched to capture the relevant publications, and the timing of the secondary retrieval will be reported in the final review. This systematic review aims to synthesize evidence from randomized controlled trials (RCTs) evaluating the effectiveness of gamified swallowing exercise in adult dysphagia populations. The primary outcomes of interest include swallowing function, while the secondary outcomes encompass adherence, nutritional status, and quality of life. Methodological quality will be rigorously assessed using the Cochrane Risk of Bias tool 2.0. Data analyses will be conducted using RevMan 5.4 software, with the random-effects model being prioritized. The protocol will incorporate three analytical approaches: (1) subgroup analysis to explore heterogeneity sources, with the Instrument for the Credibility of Effect Modification ANalyses (ICEMAN) applied to evaluate subgroup effect credibility; (2) iterative sensitivity analyses, including leave-one-out meta-analyses, to examine the robustness of the results; and (3) evidence certainty grading using the GRADEpro GDT software. To ensure methodological rigor, all procedures-including study selection, data extraction, quality assessment, and evidence evaluation-will be independently performed by two reviewers.
Discussion: This review will synthesize existing studies to evaluate the effects of gamified swallowing exercise on adults with dysphagia, thereby providing valuable reference for healthcare providers to promote the clinical practice of swallowing rehabilitation.
背景:吞咽困难是一种常见的健康问题,影响着数百万人的生活质量。几项研究表明,游戏化吞咽练习具有改善成人吞咽困难患者训练依从性和吞咽功能的潜力。然而,这一证据尚未得到充分系统的综合。本系统综述和荟萃分析旨在系统地检查游戏化吞咽练习在改善成人吞咽困难患者吞咽功能方面的有效性。方法:按照系统评价与meta分析方案首选报告项目(PRISMA-P) 2015核对表对方案进行报告。我们将于2025年3月1日在PubMed、Web of Science、Embase、CINAHL、Scopus、Cochrane Library、JBI、SinoMed、CNKI和万方进行首次检索。在完成系统综述之前,将重新检索所有目标数据库以获取相关出版物,并在最终综述中报告二次检索的时间。本系统综述旨在综合随机对照试验(rct)的证据,评估游戏化吞咽运动对成人吞咽困难人群的有效性。主要结局包括吞咽功能,次要结局包括依从性、营养状况和生活质量。方法学质量将使用Cochrane风险偏倚工具2.0进行严格评估。使用RevMan 5.4软件进行数据分析,优先采用随机效应模型。该方案将采用三种分析方法:(1)亚组分析探索异质性来源,应用效果修正分析可信度工具(ICEMAN)评估亚组效果可信度;(2)迭代敏感性分析,包括留一元分析,以检验结果的稳健性;(3)使用GRADEpro GDT软件进行证据确定性评分。为确保方法的严谨性,所有程序——包括研究选择、数据提取、质量评估和证据评估——将由两名审稿人独立完成。讨论:本综述将综合现有研究,评价游戏化吞咽运动对成人吞咽困难患者的影响,从而为医护人员促进吞咽康复的临床实践提供有价值的参考。系统评价注册:PROSPERO CRD42024617169。
{"title":"Effectiveness of gamified swallowing exercise in adults with dysphagia: protocol for a systematic review and meta-analysis.","authors":"Jijia Liu, Xianghua Xu, Meijun Ou","doi":"10.1186/s13643-025-03064-y","DOIUrl":"10.1186/s13643-025-03064-y","url":null,"abstract":"<p><strong>Background: </strong>Dysphagia is a common health problem that affects the quality of life of millions of people. Several studies have shown that gamified swallowing exercise has a demonstrated potential to improve training adherence and swallowing function among adults with dysphagia. However, this evidence has not been fully systematically synthesized. This systematic review and meta-analysis aims to systematically examine the effectiveness of gamified swallowing exercise in improving swallowing function among adults with dysphagia.</p><p><strong>Methods: </strong>The Preferred Reporting Items for Systematic Review and Meta-Analysis Protocol (PRISMA-P) 2015 checklist was followed to report the protocol. We will conduct the first retrieval in PubMed, Web of Science, Embase, CINAHL, Scopus, the Cochrane Library, JBI, SinoMed, CNKI, and Wanfang on March 1, 2025. Before completing the systematic review, all target databases will be re-searched to capture the relevant publications, and the timing of the secondary retrieval will be reported in the final review. This systematic review aims to synthesize evidence from randomized controlled trials (RCTs) evaluating the effectiveness of gamified swallowing exercise in adult dysphagia populations. The primary outcomes of interest include swallowing function, while the secondary outcomes encompass adherence, nutritional status, and quality of life. Methodological quality will be rigorously assessed using the Cochrane Risk of Bias tool 2.0. Data analyses will be conducted using RevMan 5.4 software, with the random-effects model being prioritized. The protocol will incorporate three analytical approaches: (1) subgroup analysis to explore heterogeneity sources, with the Instrument for the Credibility of Effect Modification ANalyses (ICEMAN) applied to evaluate subgroup effect credibility; (2) iterative sensitivity analyses, including leave-one-out meta-analyses, to examine the robustness of the results; and (3) evidence certainty grading using the GRADEpro GDT software. To ensure methodological rigor, all procedures-including study selection, data extraction, quality assessment, and evidence evaluation-will be independently performed by two reviewers.</p><p><strong>Discussion: </strong>This review will synthesize existing studies to evaluate the effects of gamified swallowing exercise on adults with dysphagia, thereby providing valuable reference for healthcare providers to promote the clinical practice of swallowing rehabilitation.</p><p><strong>Systematic review registration: </strong>PROSPERO CRD42024617169.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":" ","pages":"39"},"PeriodicalIF":3.9,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12870251/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145918485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07DOI: 10.1186/s13643-025-03056-y
Gleice Beatriz Batista Vitor, Laís Campos de Oliveira, Rafaela Almeida Gonçalves Pessôa, Andreo Fernando Aguiar, Raphael Gonçalves de Oliveira
Background and objectives: Although Pilates exercises are widely practiced worldwide, the available evidence regarding their metabolic intensity and energy cost remains limited and inconsistent. This study aimed to explore the metabolic equivalent (MET) and energy cost of Pilates exercises. As a secondary objective, we examined other measures commonly used in professional practice to monitor exercise intensity, such as heart rate and the rating of perceived exertion (RPE).
Methods: A systematic search was conducted in PubMed, CENTRAL, Embase, Web of Science, SPORTDiscus, and CINAHL (May 2024). The methodological quality of the studies was assessed using the Rosendal scale. For the meta-analysis, weighted averages were calculated for the following outcomes: METs, energy cost (kcal·min⁻1), oxygen consumption (V̇O2, ml·kg⁻1·min⁻1), heart rate (bpm), and RPE (Borg 6-20). The certainty of the evidence was assessed using the GRADE approach.
Results: Six studies met the inclusion criteria. Very low- to low-certainty evidence suggests that a typical Pilates session elicits, on average, 3.7 (95% CI: 3.1-4.3) METs, 3.8 (95% CI: 3.1-4.5) kcal·min⁻1, V̇O2 of 10.3 (95% CI: 8.1-12.6) ml·kg⁻1·min⁻1, heart rate of 108.6 (95% CI: 104.1-113.0) bpm, and RPE of 10.6 (95% CI: 9.3-12.0). However, sensitivity analyses excluding two studies with high risk of bias and without indirect calorimetry yielded lower and more conservative estimates of 3.0 (95% CI: 2.3-3.6) METs and 2.9 (95% CI: 2.3-3.6) kcal·min⁻1, which should be considered the most methodologically reliable estimates available to date. The rest interval between sets and exercises emerged as a potential moderator, with durations ≤ 60 s associated with higher metabolic intensity.
Conclusion: Within the limits of the current and highly heterogeneous evidence base, Pilates appears to elicit light-to-moderate metabolic intensity. These conclusions are exploratory, and the estimates require confirmation through future well-controlled primary studies.
{"title":"Metabolic intensity and energy cost of Pilates exercises: an exploratory systematic review and meta-analysis of limited and heterogeneous evidence.","authors":"Gleice Beatriz Batista Vitor, Laís Campos de Oliveira, Rafaela Almeida Gonçalves Pessôa, Andreo Fernando Aguiar, Raphael Gonçalves de Oliveira","doi":"10.1186/s13643-025-03056-y","DOIUrl":"10.1186/s13643-025-03056-y","url":null,"abstract":"<p><strong>Background and objectives: </strong>Although Pilates exercises are widely practiced worldwide, the available evidence regarding their metabolic intensity and energy cost remains limited and inconsistent. This study aimed to explore the metabolic equivalent (MET) and energy cost of Pilates exercises. As a secondary objective, we examined other measures commonly used in professional practice to monitor exercise intensity, such as heart rate and the rating of perceived exertion (RPE).</p><p><strong>Methods: </strong>A systematic search was conducted in PubMed, CENTRAL, Embase, Web of Science, SPORTDiscus, and CINAHL (May 2024). The methodological quality of the studies was assessed using the Rosendal scale. For the meta-analysis, weighted averages were calculated for the following outcomes: METs, energy cost (kcal·min⁻<sup>1</sup>), oxygen consumption (V̇O<sub>2</sub>, ml·kg⁻<sup>1</sup>·min⁻<sup>1</sup>), heart rate (bpm), and RPE (Borg 6-20). The certainty of the evidence was assessed using the GRADE approach.</p><p><strong>Results: </strong>Six studies met the inclusion criteria. Very low- to low-certainty evidence suggests that a typical Pilates session elicits, on average, 3.7 (95% CI: 3.1-4.3) METs, 3.8 (95% CI: 3.1-4.5) kcal·min⁻<sup>1</sup>, V̇O<sub>2</sub> of 10.3 (95% CI: 8.1-12.6) ml·kg⁻<sup>1</sup>·min⁻<sup>1</sup>, heart rate of 108.6 (95% CI: 104.1-113.0) bpm, and RPE of 10.6 (95% CI: 9.3-12.0). However, sensitivity analyses excluding two studies with high risk of bias and without indirect calorimetry yielded lower and more conservative estimates of 3.0 (95% CI: 2.3-3.6) METs and 2.9 (95% CI: 2.3-3.6) kcal·min⁻<sup>1</sup>, which should be considered the most methodologically reliable estimates available to date. The rest interval between sets and exercises emerged as a potential moderator, with durations ≤ 60 s associated with higher metabolic intensity.</p><p><strong>Conclusion: </strong>Within the limits of the current and highly heterogeneous evidence base, Pilates appears to elicit light-to-moderate metabolic intensity. These conclusions are exploratory, and the estimates require confirmation through future well-controlled primary studies.</p><p><strong>Systematic review registration: </strong>Prospero registration number: CRD42022370937.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":" ","pages":"42"},"PeriodicalIF":3.9,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869938/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145913079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Cracked tooth syndrome (CTS) is challenging to diagnose and manage due to its variable clinical presentation, resulting in inconsistent conclusions across existing reviews. Although several systematic reviews have investigated interventions independently, the evidence remains disparate, highlighting the need for an umbrella review to consolidate the different pieces of evidence and address any inconsistencies, thereby informing clinical recommendations.
Methods: This umbrella review will include published systematic reviews and meta-analyses focusing on treatment for CTS. Various databases like PubMed, Cochrane Library, Scopus, Embase, and Web of Science will be searched till June 01, 2025. Two reviewers will independently perform the article screening, study identification, data extraction, and risk of bias assessment using the AMSTAR-2 tool. Overlap between relevant primary sources will be evaluated with the Corrected Covered Area (CCA) method. Certainty of evidence will be determined using the GRADE approach. The results will be reported as a narrative synthesis accompanied by summary tables. There will be an inclusion of only English-language publications, and the possibility of language bias will be recognized.
Discussion: This umbrella review will offer a broad and detailed summary of the available evidence pertaining to the management of CTS to facilitate the implementation of more uniform, evidence-based clinical decisions. The review, through assessing the quality of the methods used, locating the points of agreement or dispute, and indicating the gaps in the research, will be a guide for both the present practice and the next research directions.
背景:牙裂综合征(CTS)由于其多变的临床表现,诊断和治疗具有挑战性,导致现有综述的结论不一致。尽管有几项系统综述对干预措施进行了独立调查,但证据仍然不同,因此需要进行总括性综述,以整合不同的证据并解决任何不一致之处,从而为临床建议提供依据。方法:本综述将包括已发表的关于CTS治疗的系统综述和荟萃分析。各种数据库,如PubMed, Cochrane Library, Scopus, Embase和Web of Science将被搜索到2025年6月1日。两名审稿人将使用AMSTAR-2工具独立进行文章筛选、研究鉴定、数据提取和偏倚风险评估。相关主要来源之间的重叠将用修正覆盖面积(CCA)方法进行评估。证据的确定性将使用GRADE方法确定。这些结果将作为叙述综合报告,并附有汇总表。将只纳入英语出版物,并将认识到语言偏见的可能性。讨论:本综述将提供关于CTS管理的现有证据的广泛而详细的总结,以促进更统一的、基于证据的临床决策的实施。通过评估所使用方法的质量,找到一致或争议的点,并指出研究中的差距,该审查将为当前实践和下一个研究方向提供指导。系统评价注册:PROSPERO CRD420250648720。
{"title":"Saving the split: protocol for an umbrella review on therapeutic approaches for cracked tooth syndrome.","authors":"Supreet Kaur, Lakshmi Puzhankara, Neetha Shenoy, Sandya Kini K, Deepak Kumar Singhal","doi":"10.1186/s13643-025-03048-y","DOIUrl":"10.1186/s13643-025-03048-y","url":null,"abstract":"<p><strong>Background: </strong>Cracked tooth syndrome (CTS) is challenging to diagnose and manage due to its variable clinical presentation, resulting in inconsistent conclusions across existing reviews. Although several systematic reviews have investigated interventions independently, the evidence remains disparate, highlighting the need for an umbrella review to consolidate the different pieces of evidence and address any inconsistencies, thereby informing clinical recommendations.</p><p><strong>Methods: </strong>This umbrella review will include published systematic reviews and meta-analyses focusing on treatment for CTS. Various databases like PubMed, Cochrane Library, Scopus, Embase, and Web of Science will be searched till June 01, 2025. Two reviewers will independently perform the article screening, study identification, data extraction, and risk of bias assessment using the AMSTAR-2 tool. Overlap between relevant primary sources will be evaluated with the Corrected Covered Area (CCA) method. Certainty of evidence will be determined using the GRADE approach. The results will be reported as a narrative synthesis accompanied by summary tables. There will be an inclusion of only English-language publications, and the possibility of language bias will be recognized.</p><p><strong>Discussion: </strong>This umbrella review will offer a broad and detailed summary of the available evidence pertaining to the management of CTS to facilitate the implementation of more uniform, evidence-based clinical decisions. The review, through assessing the quality of the methods used, locating the points of agreement or dispute, and indicating the gaps in the research, will be a guide for both the present practice and the next research directions.</p><p><strong>Systematic review registration: </strong>PROSPERO CRD420250648720.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":" ","pages":"41"},"PeriodicalIF":3.9,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12870494/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145918607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Chronic pain is a prevalent condition that severely impacts patients' quality of life and poses a substantial burden on global healthcare systems. Digital health technologies (DHTs) have emerged as a potential solution for chronic pain management by improving accessibility, self-management, and personalized care. However, existing studies report inconsistent results regarding the efficacy of these technologies, and no clear consensus has been reached on their clinical effectiveness and safety. Given the current uncertainty in the evidence, this study aims to comprehensively evaluate the therapeutic effects of digital health technologies in patients with chronic pain through a systematic review.
Objectives: This protocol for a systematic review and meta-analysis aims to evaluate the efficacy of digital health technologies in improving pain management, functional status, and mental health in patients with chronic pain.
Methods: A systematic search will be conducted in PubMed, Web of Science, CINAHL, Cochrane Library, and Embase from inception to August 30, 2025. Individual randomized controlled trials (iRCTs) evaluating the efficacy of digital health interventions in patients with chronic pain will be included. The primary outcome is pain intensity, assessed using standardized tools such as the visual analog scale (VAS). Secondary outcomes include physical function, sleep quality, quality of life, and adverse events. Two researchers will independently perform study selection, data extraction, risk-of-bias assessment, and evidence quality evaluation. Data analysis will be conducted using RevMan 5.3 software. Meta-analysis will be performed if heterogeneity is low; otherwise, a qualitative synthesis will be provided.
Discussion: This study will be the first comprehensive systematic review evaluating digital health technologies for chronic pain management. The findings will provide evidence-based support for clinical practice and health policy formulation, promoting the standardized application of these technologies in pain management.
背景:慢性疼痛是一种普遍的疾病,严重影响患者的生活质量,并对全球卫生保健系统造成重大负担。数字健康技术(dht)通过改善可及性、自我管理和个性化护理,已成为慢性疼痛管理的潜在解决方案。然而,现有研究报告的这些技术的疗效结果不一致,对其临床有效性和安全性没有达成明确的共识。鉴于目前证据的不确定性,本研究旨在通过系统综述,全面评估数字健康技术对慢性疼痛患者的治疗效果。目的:本系统回顾和荟萃分析方案旨在评估数字健康技术在改善慢性疼痛患者疼痛管理、功能状态和心理健康方面的功效。方法:系统检索PubMed、Web of Science、CINAHL、Cochrane Library和Embase,检索时间为建站至2025年8月30日。将纳入评估数字健康干预对慢性疼痛患者疗效的个体随机对照试验(irct)。主要结果是疼痛强度,使用视觉模拟量表(VAS)等标准化工具进行评估。次要结局包括身体功能、睡眠质量、生活质量和不良事件。两名研究人员将独立进行研究选择、数据提取、偏倚风险评估和证据质量评估。使用RevMan 5.3软件进行数据分析。如果异质性较低,则进行meta分析;否则,将提供定性综合。讨论:这项研究将是第一个全面的系统评价慢性疼痛管理的数字健康技术。研究结果将为临床实践和卫生政策制定提供循证支持,促进这些技术在疼痛管理中的标准化应用。系统评价注册:PROSPERO CRD420251061767。
{"title":"Efficacy of digital health technologies in patients with chronic pain: a protocol for a systematic review and meta-analysis.","authors":"Xi Chen, Xuyi Zhang, Junyan Chen, Qin Lin, Jijun Wu, Ling Li, Minmin Jiang","doi":"10.1186/s13643-025-03053-1","DOIUrl":"10.1186/s13643-025-03053-1","url":null,"abstract":"<p><strong>Background: </strong>Chronic pain is a prevalent condition that severely impacts patients' quality of life and poses a substantial burden on global healthcare systems. Digital health technologies (DHTs) have emerged as a potential solution for chronic pain management by improving accessibility, self-management, and personalized care. However, existing studies report inconsistent results regarding the efficacy of these technologies, and no clear consensus has been reached on their clinical effectiveness and safety. Given the current uncertainty in the evidence, this study aims to comprehensively evaluate the therapeutic effects of digital health technologies in patients with chronic pain through a systematic review.</p><p><strong>Objectives: </strong>This protocol for a systematic review and meta-analysis aims to evaluate the efficacy of digital health technologies in improving pain management, functional status, and mental health in patients with chronic pain.</p><p><strong>Methods: </strong>A systematic search will be conducted in PubMed, Web of Science, CINAHL, Cochrane Library, and Embase from inception to August 30, 2025. Individual randomized controlled trials (iRCTs) evaluating the efficacy of digital health interventions in patients with chronic pain will be included. The primary outcome is pain intensity, assessed using standardized tools such as the visual analog scale (VAS). Secondary outcomes include physical function, sleep quality, quality of life, and adverse events. Two researchers will independently perform study selection, data extraction, risk-of-bias assessment, and evidence quality evaluation. Data analysis will be conducted using RevMan 5.3 software. Meta-analysis will be performed if heterogeneity is low; otherwise, a qualitative synthesis will be provided.</p><p><strong>Discussion: </strong>This study will be the first comprehensive systematic review evaluating digital health technologies for chronic pain management. The findings will provide evidence-based support for clinical practice and health policy formulation, promoting the standardized application of these technologies in pain management.</p><p><strong>Systematic review registration: </strong>PROSPERO CRD420251061767.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":" ","pages":"40"},"PeriodicalIF":3.9,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12870110/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145918454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07DOI: 10.1186/s13643-025-03052-2
Antonia Pilic, Louise Henaff, Christoph A Steffen, Madeleine Batke, Hanna Helene Linß, Iksha Thebe, Nina Rehr, Catalina Hamon Pinilla, Amrita John, Ole Wichmann, Vanessa Piechotta, Thomas Harder
Background: Systematic reviews (SRs) are pivotal in vaccination recommendation development. However, the reliability of their findings relies on methodological rigor. This study examines the methodological quality of vaccination-related SRs and aims to identify influencing factors.
Methods: We used the SYSVAC registry to draw 120 SRs on the efficacy or effectiveness of vaccination using a randomized block design. SRs published from 2011 to 2023 were considered. SR characteristics were extracted, and methodological quality was assessed by two reviewers using AMSTAR 2 (A Measurement Tool to Assess Systematic Reviews 2). SRs were scored between 0 and 16 and categorized as high, moderate, low, or critically low quality. Mann-Whitney U test, chi-squared test, Fisher's exact test, and multivariable linear regression analysis were used to assess the influence of SR characteristics on AMSTAR 2 score. Secondary analysis of critically low-rated SRs was conducted to identify limitations in critical items.
Results: Out of 120 SRs, 110 SRs were rated as of critically low-quality. The majority of critically low-rated SRs lacked the justification for excluding individual studies (n = 103, 93.6%) and protocol registration (n = 85, 77.3%). Median AMSTAR 2 score across all SRs was 10 (range 2-16). SRs published after 2017, Cochrane reviews, and SRs from authors with no conflicts of interest (CoI) had higher methodological quality than those published before 2017, non-Cochrane reviews, and SRs from authors with CoI (mean difference AMSTAR 2 score 2, 6, and 2, respectively; all p < 0.05). SRs published before 2017 had significant limitations in protocol registration, study selection in duplicate, and risk of bias assessment; and non-Cochrane reviews in protocol registration, justification for excluding individual studies, funding sources of studies, and impact of risk of bias assessment of individual studies (all p < 0.05). Management of conflicts was described only in a quarter of SRs with CoI (n = 9/43, 20.9%). The adjusted analysis showed that only publication year after 2017 and Cochrane review status had a significant independent relation on the AMSTAR 2 score (R2 = 0.26; adjusted R2 = 0.17).
Conclusion: The findings underscore the critical methodological shortcomings in vaccination-related SRs. Future efforts should prioritize adherence to established methodological standards and transparency, to enhance the impact of SRs in individual and decision-making.
{"title":"Methodological quality of systematic intervention reviews on vaccination.","authors":"Antonia Pilic, Louise Henaff, Christoph A Steffen, Madeleine Batke, Hanna Helene Linß, Iksha Thebe, Nina Rehr, Catalina Hamon Pinilla, Amrita John, Ole Wichmann, Vanessa Piechotta, Thomas Harder","doi":"10.1186/s13643-025-03052-2","DOIUrl":"10.1186/s13643-025-03052-2","url":null,"abstract":"<p><strong>Background: </strong>Systematic reviews (SRs) are pivotal in vaccination recommendation development. However, the reliability of their findings relies on methodological rigor. This study examines the methodological quality of vaccination-related SRs and aims to identify influencing factors.</p><p><strong>Methods: </strong>We used the SYSVAC registry to draw 120 SRs on the efficacy or effectiveness of vaccination using a randomized block design. SRs published from 2011 to 2023 were considered. SR characteristics were extracted, and methodological quality was assessed by two reviewers using AMSTAR 2 (A Measurement Tool to Assess Systematic Reviews 2). SRs were scored between 0 and 16 and categorized as high, moderate, low, or critically low quality. Mann-Whitney U test, chi-squared test, Fisher's exact test, and multivariable linear regression analysis were used to assess the influence of SR characteristics on AMSTAR 2 score. Secondary analysis of critically low-rated SRs was conducted to identify limitations in critical items.</p><p><strong>Results: </strong>Out of 120 SRs, 110 SRs were rated as of critically low-quality. The majority of critically low-rated SRs lacked the justification for excluding individual studies (n = 103, 93.6%) and protocol registration (n = 85, 77.3%). Median AMSTAR 2 score across all SRs was 10 (range 2-16). SRs published after 2017, Cochrane reviews, and SRs from authors with no conflicts of interest (CoI) had higher methodological quality than those published before 2017, non-Cochrane reviews, and SRs from authors with CoI (mean difference AMSTAR 2 score 2, 6, and 2, respectively; all p < 0.05). SRs published before 2017 had significant limitations in protocol registration, study selection in duplicate, and risk of bias assessment; and non-Cochrane reviews in protocol registration, justification for excluding individual studies, funding sources of studies, and impact of risk of bias assessment of individual studies (all p < 0.05). Management of conflicts was described only in a quarter of SRs with CoI (n = 9/43, 20.9%). The adjusted analysis showed that only publication year after 2017 and Cochrane review status had a significant independent relation on the AMSTAR 2 score (R<sup>2</sup> = 0.26; adjusted R<sup>2</sup> = 0.17).</p><p><strong>Conclusion: </strong>The findings underscore the critical methodological shortcomings in vaccination-related SRs. Future efforts should prioritize adherence to established methodological standards and transparency, to enhance the impact of SRs in individual and decision-making.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":" ","pages":"43"},"PeriodicalIF":3.9,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12870254/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145918569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-03DOI: 10.1186/s13643-025-03031-7
Lisa Affengruber, Jos Kleijnen, Gerald Gartlehner
Background: Systematic reviews are fundamental to evidence-based medicine, but the process of screening studies is time-consuming and prone to errors, especially when conducted by a single reviewer. False exclusions of relevant studies can significantly impact the quality and reliability of reviews. Artificial intelligence (AI) tools have emerged as secondary reviewers in detecting these false exclusions, yet empirical evidence comparing their performance is limited.
Methods: This study protocol outlines a comprehensive evaluation of four AI tools (ASReview, DistillerSR Artificial Intelligence System [DAISY], Evidence for Policy and Practice Information [EPPI]-Reviewer, and Rayyan) in their capacity to act as secondary reviewers during single-reviewer title and abstract screening for systematic reviews. Utilizing a database of single-reviewer screening decisions from two published systematic reviews, we will assess how effective AI tools are at detecting false exclusions while assisting single-reviewer screening compared to the dual-reviewer reference standard. Additionally, we aim to determine the overall screening performance of AI tools in assisting single-reviewer screening.
Discussion: This research seeks to provide valuable insights into the potential of AI-assisted screening for detecting falsely excluded studies during single screening. By comparing the performance of multiple AI tools, we aim to guide researchers in selecting the most effective assistive technologies for their review processes.
{"title":"Detecting false exclusions in single-reviewer literature screening by using AI tools as secondary reviewers: a study protocol for an evaluation study.","authors":"Lisa Affengruber, Jos Kleijnen, Gerald Gartlehner","doi":"10.1186/s13643-025-03031-7","DOIUrl":"10.1186/s13643-025-03031-7","url":null,"abstract":"<p><strong>Background: </strong>Systematic reviews are fundamental to evidence-based medicine, but the process of screening studies is time-consuming and prone to errors, especially when conducted by a single reviewer. False exclusions of relevant studies can significantly impact the quality and reliability of reviews. Artificial intelligence (AI) tools have emerged as secondary reviewers in detecting these false exclusions, yet empirical evidence comparing their performance is limited.</p><p><strong>Methods: </strong>This study protocol outlines a comprehensive evaluation of four AI tools (ASReview, DistillerSR Artificial Intelligence System [DAISY], Evidence for Policy and Practice Information [EPPI]-Reviewer, and Rayyan) in their capacity to act as secondary reviewers during single-reviewer title and abstract screening for systematic reviews. Utilizing a database of single-reviewer screening decisions from two published systematic reviews, we will assess how effective AI tools are at detecting false exclusions while assisting single-reviewer screening compared to the dual-reviewer reference standard. Additionally, we aim to determine the overall screening performance of AI tools in assisting single-reviewer screening.</p><p><strong>Discussion: </strong>This research seeks to provide valuable insights into the potential of AI-assisted screening for detecting falsely excluded studies during single screening. By comparing the performance of multiple AI tools, we aim to guide researchers in selecting the most effective assistive technologies for their review processes.</p><p><strong>Systematic review registration: </strong>(Open Science Framework): https://osf.io/dky26.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":" ","pages":"38"},"PeriodicalIF":3.9,"publicationDate":"2026-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12866299/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145896974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-30DOI: 10.1186/s13643-025-03000-0
Arif Jetha, Meghan Crouch, Karina Vold, Susan Elizabeth Peters, Jay Vietas, Abi Sriharan, Emma Irvin
Background: Advancements in artificial intelligence (AI) are transforming employment and working conditions in ways that shape the safety, health, and well-being of workers. We describe a protocol for a living systematic review (LSR) that will examine the interrelationship between AI systems, employment and working conditions, and worker safety, health, and well-being. Research questions are: 1. What types of AI systems are being used within workplaces and how do their design and adoption impact worker safety, health, and well-being? 2. How do a worker's employment and working conditions affect the relationship between the adoption of AI systems and worker safety, health, and well-being? 3. How does a worker's social position (e.g., age, gender, race, disability) shape the interrelationship between AI systems at work, employment and working conditions, and their safety, health, and well-being?
Methods: A comprehensive search of primary qualitative and quantitative research will be conducted. MEDLINE, Embase (OVID), PsycINFO (OVID), and Web of Science will be searched every six to twelve months using database-specific terms and keywords. Title/abstract and full-text screening will be completed independently by two reviewers. Relevant articles will be quality appraised using a mixed method assessment tool adapted for studies of AI. Medium and high-quality studies will be synthesized using a best evidence synthesis approach. To ensure relevancy, applied workplace and AI stakeholders will provide feedback at all stages of the LSR process through dissemination excluding quality appraisal. Annually, we will evaluate the appropriateness of the review process (e.g., frequency of searches, requirement to refine research questions, utility of continuing LSR). Any amendments to protocols will be documented.
Discussion: This LSR will provide timely and evolving evidence on the implications of AI in the workplace that will be disseminated through a publicly available living review dashboard. We will capture the emerging impact AI has on workers. Findings can be used to develop strategies to minimize AI's potential workplace harms while amplifying its potential benefits, address emerging worker inequities, and inform ongoing discussions regarding responsible and safe AI adoption.
背景:人工智能(AI)的进步正在改变就业和工作条件,从而影响工人的安全、健康和福祉。我们描述了一种生活系统审查(LSR)的协议,该协议将检查人工智能系统、就业和工作条件以及工人安全、健康和福祉之间的相互关系。研究问题有:1。工作场所使用了哪些类型的人工智能系统?它们的设计和采用如何影响工人的安全、健康和福祉?2. 工人的就业和工作条件如何影响人工智能系统的采用与工人的安全、健康和福祉之间的关系?3. 工人的社会地位(如年龄、性别、种族、残疾)如何影响人工智能系统在工作、就业和工作条件以及他们的安全、健康和福祉之间的相互关系?方法:对初步的定性和定量研究进行综合检索。MEDLINE, Embase (OVID), PsycINFO (OVID)和Web of Science将每6到12个月使用数据库特定的术语和关键字进行搜索。标题/摘要和全文筛选将由两名审稿人独立完成。将使用适用于人工智能研究的混合方法评估工具对相关文章进行质量评估。将采用最佳证据综合方法综合中等和高质量的研究。为了确保相关性,应用工作场所和人工智能利益相关者将通过传播(不包括质量评估)在LSR过程的所有阶段提供反馈。每年,我们将评估审查过程的适当性(例如,搜索频率,改进研究问题的要求,持续LSR的效用)。对协议的任何修改都将形成文件。讨论:该LSR将提供有关人工智能在工作场所的影响的及时和不断发展的证据,这些证据将通过公开的实时审查仪表板进行传播。我们将抓住人工智能对工人的新影响。研究结果可用于制定策略,以最大限度地减少人工智能对工作场所的潜在危害,同时放大其潜在好处,解决新出现的工人不平等问题,并为正在进行的关于负责任和安全采用人工智能的讨论提供信息。系统评价注册:PROSPERO CRD42024625501。
{"title":"Artificial intelligence in the workplace: a living systematic review protocol on worker safety, health, and well-being implications.","authors":"Arif Jetha, Meghan Crouch, Karina Vold, Susan Elizabeth Peters, Jay Vietas, Abi Sriharan, Emma Irvin","doi":"10.1186/s13643-025-03000-0","DOIUrl":"10.1186/s13643-025-03000-0","url":null,"abstract":"<p><strong>Background: </strong>Advancements in artificial intelligence (AI) are transforming employment and working conditions in ways that shape the safety, health, and well-being of workers. We describe a protocol for a living systematic review (LSR) that will examine the interrelationship between AI systems, employment and working conditions, and worker safety, health, and well-being. Research questions are: 1. What types of AI systems are being used within workplaces and how do their design and adoption impact worker safety, health, and well-being? 2. How do a worker's employment and working conditions affect the relationship between the adoption of AI systems and worker safety, health, and well-being? 3. How does a worker's social position (e.g., age, gender, race, disability) shape the interrelationship between AI systems at work, employment and working conditions, and their safety, health, and well-being?</p><p><strong>Methods: </strong>A comprehensive search of primary qualitative and quantitative research will be conducted. MEDLINE, Embase (OVID), PsycINFO (OVID), and Web of Science will be searched every six to twelve months using database-specific terms and keywords. Title/abstract and full-text screening will be completed independently by two reviewers. Relevant articles will be quality appraised using a mixed method assessment tool adapted for studies of AI. Medium and high-quality studies will be synthesized using a best evidence synthesis approach. To ensure relevancy, applied workplace and AI stakeholders will provide feedback at all stages of the LSR process through dissemination excluding quality appraisal. Annually, we will evaluate the appropriateness of the review process (e.g., frequency of searches, requirement to refine research questions, utility of continuing LSR). Any amendments to protocols will be documented.</p><p><strong>Discussion: </strong>This LSR will provide timely and evolving evidence on the implications of AI in the workplace that will be disseminated through a publicly available living review dashboard. We will capture the emerging impact AI has on workers. Findings can be used to develop strategies to minimize AI's potential workplace harms while amplifying its potential benefits, address emerging worker inequities, and inform ongoing discussions regarding responsible and safe AI adoption.</p><p><strong>Systematic review registration: </strong>PROSPERO CRD42024625501.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":"14 1","pages":"255"},"PeriodicalIF":3.9,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12754963/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145865602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-30DOI: 10.1186/s13643-025-02939-4
Vincent Put, Hanne Kindermans, Ann Van Hecke, Greta G Cummings, Ellen Vlaeyen
Background: Advanced practice nurses play a vital role in healthcare innovation, delivering high-quality care and improving patient outcomes. Leadership is a core competency of advanced practice nurses, empowering them to drive systemic improvements and foster collaboration. However, these master-level educated nurses often encounter challenges in assuming leadership roles, including limited recognition and competing demands on their time. The growing volume of healthcare-related research, combined with the lack of a comprehensive evidence base on the determinants and outcomes of their leadership behaviours, complicates the development of effective programmes. This protocol outlines a systematic approach to addressing these challenges, using an AI tool to efficiently manage the expanding evidence base and provide a detailed understanding of the factors influencing advanced practice nurses' leadership behaviours.
Methods: This protocol follows the PRISMA-P 2015 guidelines to outline a systematic review investigating the determinants and outcomes of advanced practice nurses' leadership behaviours. It employs the SPIDER tool for eligibility criteria, encompassing studies that explore advanced practice nursing leadership behaviours and their determinants and outcomes. Eligible studies include quantitative, qualitative and mixed-methods research, focusing on advanced practice nursing roles. The protocol also outlines a workflow for AI-aided title and abstract screening using ASReview LAB, incorporating multi-phase human validation to ensure accuracy and reliability. Data synthesis will utilise narrative synthesis for quantitative data and meta-aggregation for qualitative findings, integrating results through narrative weaving.
Discussion: This protocol addresses a critical gap in nursing research by systematically exploring the determinants influencing advanced practice nurses' leadership behaviours and their outcomes. It provides evidence to inform the development of tailored programmes aimed at empowering advanced practice nurses to maximise their leadership potential. Additionally, the protocol demonstrates how AI tools can enhance systematic review efficiency while maintaining methodological rigour. The findings will not only contribute to advancing nursing practice but also highlight the transformative potential of AI in research synthesis, ensuring timely and robust evidence generation amidst the expanding volume of healthcare-related research.
{"title":"Determinants and outcomes of advanced practice nurses' leadership behaviours: an AI-aided mixed-methods systematic review protocol.","authors":"Vincent Put, Hanne Kindermans, Ann Van Hecke, Greta G Cummings, Ellen Vlaeyen","doi":"10.1186/s13643-025-02939-4","DOIUrl":"10.1186/s13643-025-02939-4","url":null,"abstract":"<p><strong>Background: </strong>Advanced practice nurses play a vital role in healthcare innovation, delivering high-quality care and improving patient outcomes. Leadership is a core competency of advanced practice nurses, empowering them to drive systemic improvements and foster collaboration. However, these master-level educated nurses often encounter challenges in assuming leadership roles, including limited recognition and competing demands on their time. The growing volume of healthcare-related research, combined with the lack of a comprehensive evidence base on the determinants and outcomes of their leadership behaviours, complicates the development of effective programmes. This protocol outlines a systematic approach to addressing these challenges, using an AI tool to efficiently manage the expanding evidence base and provide a detailed understanding of the factors influencing advanced practice nurses' leadership behaviours.</p><p><strong>Methods: </strong>This protocol follows the PRISMA-P 2015 guidelines to outline a systematic review investigating the determinants and outcomes of advanced practice nurses' leadership behaviours. It employs the SPIDER tool for eligibility criteria, encompassing studies that explore advanced practice nursing leadership behaviours and their determinants and outcomes. Eligible studies include quantitative, qualitative and mixed-methods research, focusing on advanced practice nursing roles. The protocol also outlines a workflow for AI-aided title and abstract screening using ASReview LAB, incorporating multi-phase human validation to ensure accuracy and reliability. Data synthesis will utilise narrative synthesis for quantitative data and meta-aggregation for qualitative findings, integrating results through narrative weaving.</p><p><strong>Discussion: </strong>This protocol addresses a critical gap in nursing research by systematically exploring the determinants influencing advanced practice nurses' leadership behaviours and their outcomes. It provides evidence to inform the development of tailored programmes aimed at empowering advanced practice nurses to maximise their leadership potential. Additionally, the protocol demonstrates how AI tools can enhance systematic review efficiency while maintaining methodological rigour. The findings will not only contribute to advancing nursing practice but also highlight the transformative potential of AI in research synthesis, ensuring timely and robust evidence generation amidst the expanding volume of healthcare-related research.</p><p><strong>Systematic review registration: </strong>PROSPERO CRD42025644174.</p>","PeriodicalId":22162,"journal":{"name":"Systematic Reviews","volume":"14 1","pages":"254"},"PeriodicalIF":3.9,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12754862/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145865618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}