Background: Pandemics, such as COVID-19, and climate change-related catastrophic weather events are increasing, impacting social connectedness within communities by disrupting social cohesion, increasing loneliness, and affecting mental health and social well-being. Digital technology, in addition to being used for communication, education, and business transactions, also plays a vital role in maintaining a country's health and well-being, as well as sustaining economic growth.
Objective: This study aimed to explore the experiences of Māori kaumātua in using digital technology to meet their health needs within Ngāti Kahungunu, North Island, New Zealand, during the COVID-19 pandemic and Cyclone Gabrielle.
Methods: This qualitative study employed the Kaupapa Māori methodology to understand the challenges, resilience, and approaches used by Māori to maintain connectedness and access essential services. An inductive approach to thematic analysis, as recommended by Braun and Clarke, was used to ensure a thorough and robust data analysis. The user characteristic was assessed on a semantic level using the information provided in the narrative text.
Results: The findings highlight the role of digital technology in disaster management and underscore the urgent need to address digital disparities in support of vulnerable populations. In this study, 14 individuals were interviewed, comprising 71% (n=10) women and 29% (n=4) men. These participants fell into different age groups, with 9 participants being 65 years or older (older adults). Of the total participants, 43% (n=6) were limited users, 43% (n=6) comprised confident users, and the rest (n=2; 14%) were normal users. A total of 6 themes emerged from the interview data: social connectedness and resilience, digital literacy and access to information, barriers to telecommunications and digital technology, cultural appropriateness and psychological barriers, perceived threats of feeling insecure, and impact on mental health and emotional well-being.
Conclusions: Vulnerable situations such as pandemics and extreme weather events can have tremendous effects on the lives of Indigenous people who live remotely. The study also focused on the actions that should be taken to mitigate these challenges and overcome difficult circumstances, such as the pandemic and the cyclone. The recommendations include a better health care system and improved coordination among care providers, user-friendly digital solutions, ensuring local funding and community services, establishing training processes for basic digital skills, and fostering leadership and partnerships with Indigenous New Zealanders.
{"title":"The Experience and Impact of Digital Technologies on Indigenous Populations in New Zealand During the COVID-19 Pandemic and Cyclone Gabrielle: The Kaupapa Māori Methodology.","authors":"Dianne Wepa, Shiji Thomas, Md Shafiqur Rahman Jabin","doi":"10.2196/73974","DOIUrl":"10.2196/73974","url":null,"abstract":"<p><strong>Background: </strong>Pandemics, such as COVID-19, and climate change-related catastrophic weather events are increasing, impacting social connectedness within communities by disrupting social cohesion, increasing loneliness, and affecting mental health and social well-being. Digital technology, in addition to being used for communication, education, and business transactions, also plays a vital role in maintaining a country's health and well-being, as well as sustaining economic growth.</p><p><strong>Objective: </strong>This study aimed to explore the experiences of Māori kaumātua in using digital technology to meet their health needs within Ngāti Kahungunu, North Island, New Zealand, during the COVID-19 pandemic and Cyclone Gabrielle.</p><p><strong>Methods: </strong>This qualitative study employed the Kaupapa Māori methodology to understand the challenges, resilience, and approaches used by Māori to maintain connectedness and access essential services. An inductive approach to thematic analysis, as recommended by Braun and Clarke, was used to ensure a thorough and robust data analysis. The user characteristic was assessed on a semantic level using the information provided in the narrative text.</p><p><strong>Results: </strong>The findings highlight the role of digital technology in disaster management and underscore the urgent need to address digital disparities in support of vulnerable populations. In this study, 14 individuals were interviewed, comprising 71% (n=10) women and 29% (n=4) men. These participants fell into different age groups, with 9 participants being 65 years or older (older adults). Of the total participants, 43% (n=6) were limited users, 43% (n=6) comprised confident users, and the rest (n=2; 14%) were normal users. A total of 6 themes emerged from the interview data: social connectedness and resilience, digital literacy and access to information, barriers to telecommunications and digital technology, cultural appropriateness and psychological barriers, perceived threats of feeling insecure, and impact on mental health and emotional well-being.</p><p><strong>Conclusions: </strong>Vulnerable situations such as pandemics and extreme weather events can have tremendous effects on the lives of Indigenous people who live remotely. The study also focused on the actions that should be taken to mitigate these challenges and overcome difficult circumstances, such as the pandemic and the cyclone. The recommendations include a better health care system and improved coordination among care providers, user-friendly digital solutions, ensuring local funding and community services, establishing training processes for basic digital skills, and fostering leadership and partnerships with Indigenous New Zealanders.</p>","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e73974"},"PeriodicalIF":4.8,"publicationDate":"2025-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12560960/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145393824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Carlos Mena, Yony Ormazabal, Nacim Molina, Eduardo Fuentes, Juan Carlos Cantillana, Victoria Villalobos, Moises Sandoval, Ivan Palomo, Diego Arauna
<p><strong>Background: </strong>The urban environment is an important determinant of frailty, primarily through factors such as infrastructure that supports physical activity, availability of social and medical support, and access to nutritious food. Given the increasing aging population, understanding the link between urban quality, frailty, and metabolic health is crucial for effective public health and urban planning interventions.</p><p><strong>Objective: </strong>This study aims to quantify the impact of distinct urban domains (built-environment characteristics, accessibility to essential services, availability of green and recreational spaces, and neighborhood socioeconomic context) on frailty status, nutritional profile, and hematological or biochemical biomarkers in community-dwelling older adults by integrating geospatial analysis.</p><p><strong>Methods: </strong>A cohort of 251 older adults (aged older than 65 years) was studied. Frailty was assessed using the Frailty Trait Scale 5, and nutritional status was determined using the Controlling Nutritional Status score. Hematological and biochemical parameters were evaluated in a subset of 70 participants by MINDRAY automatic equipment. A spatial analysis of frailty was conducted by incorporating Geographic Information System layers that mapped the distribution of urban facilities, including fruit and vegetable shops, senior centers, pharmacies, emergency health centers, parks and squares, community centers, and exercise facilities. Statistical analyses included t tests, Mann-Whitney U test, ANOVA, and correlation analyses.</p><p><strong>Results: </strong>The prevalence of frailty was 17.5%. Frail individuals exhibited significantly higher BMI (mean 31.5, SD 4.4 vs mean 28.5, SD 4.5 kg/m²; P=.0001). When comparing the upper (Q4) and lower (Q1) quartiles of urban quality, Q4 participants had higher Frailty Trait Scale 5 scores (mean 15.2, SD 7.4 vs mean 11.8, SD 6.4; P=.0334) and lower handgrip strength (mean 19.1, SD 4.4 vs mean 22.8, SD 7.3 kg; P=.006). Frail individuals resided significantly closer to emergency health centers (P=.0010), family health centers (P=.0412), and exercise facilities (P=.0322). In addition, bilirubin (Spearman ρ=0.33; P=.0049), serum iron (Spearman ρ=0.27; P=.0272), transferrin saturation (Spearman ρ=0.24; P=.0386), red blood cell count (Spearman ρ=0.26; P=.0303), and red blood cell distribution width (Spearman ρ=0.23; P=.0462) were positively correlated with urban quality. Frail participants also had higher Controlling Nutritional Status scores (P=.0323), which were positively correlated with urban quality (Spearman ρ=0.25; P=.0359).</p><p><strong>Conclusions: </strong>Urban quality was significantly associated with hematological parameters, nutritional status, and frailty. Frail individuals in areas with better urban quality exhibit lower handgrip strength, higher frailty scores, and greater proximity to emergency rooms, community health centers, and exerc
{"title":"Urban Quality and Biochemical, Hematological, and Nutritional Markers in Older Adults: Cross-Sectional Geospatial Study.","authors":"Carlos Mena, Yony Ormazabal, Nacim Molina, Eduardo Fuentes, Juan Carlos Cantillana, Victoria Villalobos, Moises Sandoval, Ivan Palomo, Diego Arauna","doi":"10.2196/74313","DOIUrl":"10.2196/74313","url":null,"abstract":"<p><strong>Background: </strong>The urban environment is an important determinant of frailty, primarily through factors such as infrastructure that supports physical activity, availability of social and medical support, and access to nutritious food. Given the increasing aging population, understanding the link between urban quality, frailty, and metabolic health is crucial for effective public health and urban planning interventions.</p><p><strong>Objective: </strong>This study aims to quantify the impact of distinct urban domains (built-environment characteristics, accessibility to essential services, availability of green and recreational spaces, and neighborhood socioeconomic context) on frailty status, nutritional profile, and hematological or biochemical biomarkers in community-dwelling older adults by integrating geospatial analysis.</p><p><strong>Methods: </strong>A cohort of 251 older adults (aged older than 65 years) was studied. Frailty was assessed using the Frailty Trait Scale 5, and nutritional status was determined using the Controlling Nutritional Status score. Hematological and biochemical parameters were evaluated in a subset of 70 participants by MINDRAY automatic equipment. A spatial analysis of frailty was conducted by incorporating Geographic Information System layers that mapped the distribution of urban facilities, including fruit and vegetable shops, senior centers, pharmacies, emergency health centers, parks and squares, community centers, and exercise facilities. Statistical analyses included t tests, Mann-Whitney U test, ANOVA, and correlation analyses.</p><p><strong>Results: </strong>The prevalence of frailty was 17.5%. Frail individuals exhibited significantly higher BMI (mean 31.5, SD 4.4 vs mean 28.5, SD 4.5 kg/m²; P=.0001). When comparing the upper (Q4) and lower (Q1) quartiles of urban quality, Q4 participants had higher Frailty Trait Scale 5 scores (mean 15.2, SD 7.4 vs mean 11.8, SD 6.4; P=.0334) and lower handgrip strength (mean 19.1, SD 4.4 vs mean 22.8, SD 7.3 kg; P=.006). Frail individuals resided significantly closer to emergency health centers (P=.0010), family health centers (P=.0412), and exercise facilities (P=.0322). In addition, bilirubin (Spearman ρ=0.33; P=.0049), serum iron (Spearman ρ=0.27; P=.0272), transferrin saturation (Spearman ρ=0.24; P=.0386), red blood cell count (Spearman ρ=0.26; P=.0303), and red blood cell distribution width (Spearman ρ=0.23; P=.0462) were positively correlated with urban quality. Frail participants also had higher Controlling Nutritional Status scores (P=.0323), which were positively correlated with urban quality (Spearman ρ=0.25; P=.0359).</p><p><strong>Conclusions: </strong>Urban quality was significantly associated with hematological parameters, nutritional status, and frailty. Frail individuals in areas with better urban quality exhibit lower handgrip strength, higher frailty scores, and greater proximity to emergency rooms, community health centers, and exerc","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e74313"},"PeriodicalIF":4.8,"publicationDate":"2025-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12558422/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145379215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: With the rise of digital technology, infrastructure development has become vital for social welfare and public health. However, evidence on its effects on depressive symptoms among middle-aged and older adults remains limited.
Objective: This study evaluates the impact of digital infrastructure development on depressive symptoms among middle-aged and older adults, focusing on underlying mechanisms, heterogeneous effects, and health inequalities.
Methods: We use longitudinal data from the China Health and Retirement Longitudinal Study (CHARLS), 2011-2020 (N=56,211). Exploiting the quasi-natural experiment of the "Broadband China" pilot policy, we apply a difference-in-differences approach to estimate the effect on depressive symptoms. Mediation analysis follows the Baron-Kenny 3-step procedure, with bootstrap tests (95% CI) for robustness, and causal interpretation relies on standard assumptions for observational data. Subgroup analyses explore heterogeneity across age, education, and sex groups.
Results: Our findings indicate that the "Broadband China" pilot significantly reduces depressive symptoms among middle-aged and older adults (-0.33, P<.01). The positive effect is primarily mediated through strengthened social networks, including increased family connection, close social interactions, and greater social participation. Heterogeneity analysis shows that the benefits for depression reduction are more pronounced among women (-0.38, P<.01), middle-aged adults (-0.41, P<.01), and those with lower levels of education (-0.33, P<.01). Moreover, the results suggest that digital infrastructure plays a compensatory role in mitigating health disparities, thereby reducing inequalities in depression outcomes (-0.01, P<.01).
Conclusions: Digital infrastructure reduces depressive symptoms among aging populations mainly by strengthening social networks. Embedding infrastructure into long-term strategies, enhancing digital literacy, and integrating digital health services are key to promoting healthy aging and reducing inequalities.
{"title":"Digital Pathways to Reducing Depression Among Aging Populations Through the \"Broadband China\" Pilot Program: Quasi-Natural Experiment.","authors":"Zhiying Li","doi":"10.2196/79260","DOIUrl":"10.2196/79260","url":null,"abstract":"<p><strong>Background: </strong>With the rise of digital technology, infrastructure development has become vital for social welfare and public health. However, evidence on its effects on depressive symptoms among middle-aged and older adults remains limited.</p><p><strong>Objective: </strong>This study evaluates the impact of digital infrastructure development on depressive symptoms among middle-aged and older adults, focusing on underlying mechanisms, heterogeneous effects, and health inequalities.</p><p><strong>Methods: </strong>We use longitudinal data from the China Health and Retirement Longitudinal Study (CHARLS), 2011-2020 (N=56,211). Exploiting the quasi-natural experiment of the \"Broadband China\" pilot policy, we apply a difference-in-differences approach to estimate the effect on depressive symptoms. Mediation analysis follows the Baron-Kenny 3-step procedure, with bootstrap tests (95% CI) for robustness, and causal interpretation relies on standard assumptions for observational data. Subgroup analyses explore heterogeneity across age, education, and sex groups.</p><p><strong>Results: </strong>Our findings indicate that the \"Broadband China\" pilot significantly reduces depressive symptoms among middle-aged and older adults (-0.33, P<.01). The positive effect is primarily mediated through strengthened social networks, including increased family connection, close social interactions, and greater social participation. Heterogeneity analysis shows that the benefits for depression reduction are more pronounced among women (-0.38, P<.01), middle-aged adults (-0.41, P<.01), and those with lower levels of education (-0.33, P<.01). Moreover, the results suggest that digital infrastructure plays a compensatory role in mitigating health disparities, thereby reducing inequalities in depression outcomes (-0.01, P<.01).</p><p><strong>Conclusions: </strong>Digital infrastructure reduces depressive symptoms among aging populations mainly by strengthening social networks. Embedding infrastructure into long-term strategies, enhancing digital literacy, and integrating digital health services are key to promoting healthy aging and reducing inequalities.</p>","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e79260"},"PeriodicalIF":4.8,"publicationDate":"2025-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12603584/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145373057","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Most studies on interventions using social robots to reduce loneliness have been conducted in facilities in Western countries.
Objective: This study evaluated the effectiveness of digital social robot interventions in reducing loneliness among community-dwelling older Japanese adults using a randomized controlled trial and qualitative analysis.
Methods: Individuals aged ≥65 years who lived alone in Tokyo and neighboring areas and experienced loneliness were recruited. In total, 73 eligible participants were randomly assigned to either an intervention or a control group. The 4-week intervention involved a humanoid social communication robot (BOCCO emo), which facilitated conversations with human operators and family members and reminded participants of daily tasks. The primary outcome was loneliness, with mental health (psychological well-being, depression, and self-rated health), the frequency of laughter in daily life, health competence, and interpersonal relationships (social network and generalized trust) as secondary outcomes. Participants were evaluated at baseline and follow-up using a self-administered questionnaire. In the follow-up survey, participants in the intervention group provided open-ended responses regarding their experiences using the social robot.
Results: In total, 68 participants completed both the baseline and follow-up surveys (34 in each group). The average age of the participants was 82.3 (SD 6.5) years, and 64 (N=68, 94%) participants were women. A linear mixed-effects model with a random intercept indicated that loneliness decreased more in the intervention group than in the control group (difference-in-difference -3.1, 95% CI -5.9 to -0.4). Psychological well-being also improved in the intervention group (difference-in-difference 1.9, 95% CI 0.1 to 3.7). We identified 4 categories through content analysis: emotional support and psychological connection, lifestyle assistance, enrichment of social interaction, and cognitive and mental stimulation.
Conclusions: Social robots can reduce loneliness among community-dwelling older adults in non-Western societies. Information and communication technology appears to be an effective approach for alleviating loneliness and enhancing well-being among older adults in community settings.
背景:大多数关于使用社交机器人减少孤独感的干预研究都是在西方国家的设施中进行的。目的:本研究通过随机对照试验和定性分析来评估数字社交机器人干预在减少日本社区老年人孤独感方面的有效性。方法:招募年龄≥65岁、在东京及邻近地区独居并有孤独感的个体。总共有73名符合条件的参与者被随机分配到干预组或对照组。为期四周的干预包括一个类人社交机器人(BOCCO emo),它促进与人类操作员和家庭成员的对话,并提醒参与者日常任务。主要结果是孤独,其次是心理健康(心理健康、抑郁和自评健康)、日常生活中笑的频率、健康能力和人际关系(社会网络和普遍信任)。参与者在基线和随访时使用自我管理的问卷进行评估。在后续调查中,干预组的参与者就他们使用社交机器人的经历提供了开放式的回答。结果:共有68名参与者完成了基线和随访调查(每组34名)。参与者的平均年龄为82.3岁(SD 6.5),其中64名(N=68, 94%)参与者为女性。具有随机截距的线性混合效应模型表明,干预组的孤独感下降幅度大于对照组(差异中差值-3.1,95% CI -5.9至-0.4)。干预组的心理健康状况也有所改善(差异中值为1.9,95% CI为0.1至3.7)。我们通过内容分析确定了4个类别:情感支持和心理联系,生活方式援助,丰富社会互动,认知和精神刺激。结论:社交机器人可以减少非西方社会社区老年人的孤独感。信息和通信技术似乎是减轻社区环境中老年人孤独感和提高幸福感的有效方法。
{"title":"Evaluating the Effectiveness of Digital Social Robots in Reducing Loneliness Among Community-Dwelling Older Adults in Japan: Randomized Controlled Trial and Qualitative Analysis.","authors":"Hiroshi Murayama, Mai Takase","doi":"10.2196/74422","DOIUrl":"10.2196/74422","url":null,"abstract":"<p><strong>Background: </strong>Most studies on interventions using social robots to reduce loneliness have been conducted in facilities in Western countries.</p><p><strong>Objective: </strong>This study evaluated the effectiveness of digital social robot interventions in reducing loneliness among community-dwelling older Japanese adults using a randomized controlled trial and qualitative analysis.</p><p><strong>Methods: </strong>Individuals aged ≥65 years who lived alone in Tokyo and neighboring areas and experienced loneliness were recruited. In total, 73 eligible participants were randomly assigned to either an intervention or a control group. The 4-week intervention involved a humanoid social communication robot (BOCCO emo), which facilitated conversations with human operators and family members and reminded participants of daily tasks. The primary outcome was loneliness, with mental health (psychological well-being, depression, and self-rated health), the frequency of laughter in daily life, health competence, and interpersonal relationships (social network and generalized trust) as secondary outcomes. Participants were evaluated at baseline and follow-up using a self-administered questionnaire. In the follow-up survey, participants in the intervention group provided open-ended responses regarding their experiences using the social robot.</p><p><strong>Results: </strong>In total, 68 participants completed both the baseline and follow-up surveys (34 in each group). The average age of the participants was 82.3 (SD 6.5) years, and 64 (N=68, 94%) participants were women. A linear mixed-effects model with a random intercept indicated that loneliness decreased more in the intervention group than in the control group (difference-in-difference -3.1, 95% CI -5.9 to -0.4). Psychological well-being also improved in the intervention group (difference-in-difference 1.9, 95% CI 0.1 to 3.7). We identified 4 categories through content analysis: emotional support and psychological connection, lifestyle assistance, enrichment of social interaction, and cognitive and mental stimulation.</p><p><strong>Conclusions: </strong>Social robots can reduce loneliness among community-dwelling older adults in non-Western societies. Information and communication technology appears to be an effective approach for alleviating loneliness and enhancing well-being among older adults in community settings.</p>","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e74422"},"PeriodicalIF":4.8,"publicationDate":"2025-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12543208/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145348967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sofia Fernandes, Joëlle Rosselet Amoussou, Carla Gomes da Rocha, Elodie Perruchoud, Armin von Gunten, Cédric Mabire, Henk Verloo
Background: People with dementia commonly display behavioral and psychological symptoms, which have multiple negative consequences. Artificial intelligence-based technologies (AITs) have the potential to support earlier detection of the behavioral and psychological symptoms of dementia (BPSD). The recent surge of interest in this topic underscores the need to comprehensively examine the existing evidence.
Objective: This scoping review aimed to identify and summarize the types and uses of AITs currently used for the early detection of BPSD among people diagnosed with the disease. We also examined which health care professionals were involved, nursing involvement and experience, the care settings in which these technologies are used, and the characteristics of the BPSD that were assessed.
Methods: Our scoping review was conducted in accordance with the Joanna Briggs Institute manual for scoping reviews. Searches were conducted in March 2025 in the following bibliographic databases: MEDLINE ALL Ovid, Embase, APA PsycINFO Ovid, CINAHL EBSCO, Web of Science Core Collection, the Cochrane Library Wiley, and ProQuest Dissertations and Theses A&I. Additional searches were performed using citation tracking strategies and by consulting the Association for Computing Machinery Digital Library. Eligible studies included primary research involving people with dementia and examining the use of AITs for the detection of BPSD in real-world care settings.
Results: After screening 3670 articles for eligibility, the review includes 12 studies. The studies retained were conducted between 2012 and 2025 in 5 countries and encompassed a range of care settings. The AITs used were predominantly based on classic machine learning approaches and used information from environmental sensors, wearable devices, and data recording systems. These studies primarily assessed behavioral and physiological parameters and focused specifically on symptoms, such as agitation and aggression. None of the retained studies explored nurses' roles or their specific skills in using these technologies.
Conclusions: The use of AITs for managing BPSD represents an emerging field of research offering novel opportunities to enhance their detection in various health care contexts. We recommended that nurses be actively engaged in developing and assessing these technologies. Future research should prioritize investigations into how effective AITs are across diverse populations, whether they can have a long-term impact on managing BPSD, and whether they can improve the quality of life of patients and caregivers.
背景:痴呆症患者通常表现出行为和心理症状,这些症状会产生多种负面后果。基于人工智能的技术(AITs)有可能支持早期检测痴呆症(BPSD)的行为和心理症状。最近对这一主题的兴趣激增,强调了全面审查现有证据的必要性。目的:本综述旨在确定和总结目前在诊断为BPSD的人群中用于早期检测的ait的类型和用途。我们还检查了哪些医疗保健专业人员参与,护理参与和经验,使用这些技术的护理环境,以及被评估的BPSD的特征。方法:我们的范围审查按照乔安娜布里格斯研究所的范围审查手册进行。检索于2025年3月在以下书目数据库中进行:MEDLINE ALL Ovid、Embase、APA PsycINFO Ovid、CINAHL EBSCO、Web of Science Core Collection、Cochrane Library Wiley和ProQuest disserds and Theses A&I。使用引文跟踪策略和咨询计算机协会数字图书馆进行其他搜索。符合条件的研究包括涉及痴呆症患者的初步研究,以及在现实护理环境中检查使用ait检测BPSD的情况。结果:在筛选了3670篇文章后,纳入了12项研究。所保留的研究是在2012年至2025年期间在5个国家进行的,涵盖了一系列护理环境。使用的人工智能主要基于经典的机器学习方法,并使用来自环境传感器、可穿戴设备和数据记录系统的信息。这些研究主要评估行为和生理参数,并特别关注症状,如躁动和攻击。没有一项保留的研究探讨护士的角色或他们使用这些技术的具体技能。结论:使用ait来管理BPSD代表了一个新兴的研究领域,为在各种卫生保健环境中加强BPSD的检测提供了新的机会。我们建议护士积极参与开发和评估这些技术。未来的研究应该优先调查ait在不同人群中的有效性,它们是否能对BPSD的管理产生长期影响,以及它们是否能改善患者和护理人员的生活质量。
{"title":"Using Artificial Intelligence-Based Technologies for the Early Detection of Behavioral and Psychological Symptoms of Dementia: Scoping Review.","authors":"Sofia Fernandes, Joëlle Rosselet Amoussou, Carla Gomes da Rocha, Elodie Perruchoud, Armin von Gunten, Cédric Mabire, Henk Verloo","doi":"10.2196/76074","DOIUrl":"10.2196/76074","url":null,"abstract":"<p><strong>Background: </strong>People with dementia commonly display behavioral and psychological symptoms, which have multiple negative consequences. Artificial intelligence-based technologies (AITs) have the potential to support earlier detection of the behavioral and psychological symptoms of dementia (BPSD). The recent surge of interest in this topic underscores the need to comprehensively examine the existing evidence.</p><p><strong>Objective: </strong>This scoping review aimed to identify and summarize the types and uses of AITs currently used for the early detection of BPSD among people diagnosed with the disease. We also examined which health care professionals were involved, nursing involvement and experience, the care settings in which these technologies are used, and the characteristics of the BPSD that were assessed.</p><p><strong>Methods: </strong>Our scoping review was conducted in accordance with the Joanna Briggs Institute manual for scoping reviews. Searches were conducted in March 2025 in the following bibliographic databases: MEDLINE ALL Ovid, Embase, APA PsycINFO Ovid, CINAHL EBSCO, Web of Science Core Collection, the Cochrane Library Wiley, and ProQuest Dissertations and Theses A&I. Additional searches were performed using citation tracking strategies and by consulting the Association for Computing Machinery Digital Library. Eligible studies included primary research involving people with dementia and examining the use of AITs for the detection of BPSD in real-world care settings.</p><p><strong>Results: </strong>After screening 3670 articles for eligibility, the review includes 12 studies. The studies retained were conducted between 2012 and 2025 in 5 countries and encompassed a range of care settings. The AITs used were predominantly based on classic machine learning approaches and used information from environmental sensors, wearable devices, and data recording systems. These studies primarily assessed behavioral and physiological parameters and focused specifically on symptoms, such as agitation and aggression. None of the retained studies explored nurses' roles or their specific skills in using these technologies.</p><p><strong>Conclusions: </strong>The use of AITs for managing BPSD represents an emerging field of research offering novel opportunities to enhance their detection in various health care contexts. We recommended that nurses be actively engaged in developing and assessing these technologies. Future research should prioritize investigations into how effective AITs are across diverse populations, whether they can have a long-term impact on managing BPSD, and whether they can improve the quality of life of patients and caregivers.</p>","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e76074"},"PeriodicalIF":4.8,"publicationDate":"2025-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12539798/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145348981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nina Parchmann, Marcin Orzechowski, Simone Brefka, Florian Steger
Background: The development and introduction of an artificial intelligence (AI)-based clinical decision support system (CDSS) in surgical departments as part of the "Supporting Surgery with Geriatric Co-management and AI" project addresses the challenges of an increasingly aging population. The system enables digital comanagement of older patients by providing evidence-based evaluations of their health status, along with corresponding medical recommendations, with the aim of improving their perioperative care.
Objective: The use of an AI-based CDSS in patient care raises ethical challenges. Gathering the opinions, expectations, and concerns of older adults (as potential patients) regarding the CDSS enables the identification of ethical opportunities, concerns, and limitations associated with implementing such a system in hospitals.
Methods: We conducted 5 focus groups with participants aged 65 years or older. The transcripts were evaluated using qualitative content analysis and ethically analyzed. Categories were inductively generated, followed by a thematic classification of participants' statements. We found that technical understanding did not influence the older adults' opinions.
Results: Ethical opportunities and concerns were identified. On the one hand, diagnosis and treatment could be accelerated, the patient-AI-physician interaction could enhance medical treatment, and the coordination of hospital processes could be improved. On the other hand, the quality of the CDSS depends on an adequate data foundation and robust cybersecurity. Potential risks included habituation effects, loss of a second medical opinion, and illness severity influencing patients' attitude toward medical recommendations. The risk of overdiagnosis and overtreatment was discussed controversially, and treatment options could be influenced by interests and finances. Additional concerns included challenges with time savings, potential declines in medical skills, and effects on the length of hospital stay.
Conclusions: To address the ethical challenges, we recommend allocating sufficient time for use of the CDSS and emphasizing individualized review of the CDSS results. Furthermore, we suggest limiting private financial sponsorship.
背景:在外科部门开发和引入基于人工智能(AI)的临床决策支持系统(CDSS),作为“老年联合管理和人工智能支持外科”项目的一部分,以应对日益老龄化的人口挑战。该系统通过提供对老年患者健康状况的循证评估以及相应的医疗建议,从而实现对老年患者的数字化管理,目的是改善他们的围手术期护理。目的:在病人护理中使用基于人工智能的CDSS提出了伦理挑战。收集老年人(作为潜在患者)对CDSS的意见、期望和关注,可以确定在医院实施这种系统的伦理机会、关注和限制。方法:我们进行了5个焦点小组,参与者年龄在65岁及以上。使用定性内容分析和伦理分析对转录本进行评估。分类是归纳生成的,然后对参与者的陈述进行专题分类。我们发现,技术理解并不影响老年人的意见。结果:确定了伦理机会和关注点。一方面可以加快诊断和治疗,患者- ai -医生的互动可以增强医疗,提高医院流程的协调性。另一方面,CDSS的质量取决于充足的数据基础和强大的网络安全。潜在风险包括习惯效应、失去第二医疗意见以及影响患者对医疗建议态度的疾病严重程度。过度诊断和过度治疗的风险是有争议的,治疗选择可能受到利益和经济的影响。其他问题包括节省时间的挑战、医疗技能的潜在下降以及对住院时间的影响。结论:为了解决伦理挑战,我们建议分配足够的时间使用CDSS,并强调对CDSS结果的个性化审查。此外,我们建议限制私人资金赞助。
{"title":"Evaluation of an AI-Based Clinical Decision Support System for Perioperative Care of Older Patients: Ethical Analysis of Focus Groups With Older Adults.","authors":"Nina Parchmann, Marcin Orzechowski, Simone Brefka, Florian Steger","doi":"10.2196/71568","DOIUrl":"10.2196/71568","url":null,"abstract":"<p><strong>Background: </strong>The development and introduction of an artificial intelligence (AI)-based clinical decision support system (CDSS) in surgical departments as part of the \"Supporting Surgery with Geriatric Co-management and AI\" project addresses the challenges of an increasingly aging population. The system enables digital comanagement of older patients by providing evidence-based evaluations of their health status, along with corresponding medical recommendations, with the aim of improving their perioperative care.</p><p><strong>Objective: </strong>The use of an AI-based CDSS in patient care raises ethical challenges. Gathering the opinions, expectations, and concerns of older adults (as potential patients) regarding the CDSS enables the identification of ethical opportunities, concerns, and limitations associated with implementing such a system in hospitals.</p><p><strong>Methods: </strong>We conducted 5 focus groups with participants aged 65 years or older. The transcripts were evaluated using qualitative content analysis and ethically analyzed. Categories were inductively generated, followed by a thematic classification of participants' statements. We found that technical understanding did not influence the older adults' opinions.</p><p><strong>Results: </strong>Ethical opportunities and concerns were identified. On the one hand, diagnosis and treatment could be accelerated, the patient-AI-physician interaction could enhance medical treatment, and the coordination of hospital processes could be improved. On the other hand, the quality of the CDSS depends on an adequate data foundation and robust cybersecurity. Potential risks included habituation effects, loss of a second medical opinion, and illness severity influencing patients' attitude toward medical recommendations. The risk of overdiagnosis and overtreatment was discussed controversially, and treatment options could be influenced by interests and finances. Additional concerns included challenges with time savings, potential declines in medical skills, and effects on the length of hospital stay.</p><p><strong>Conclusions: </strong>To address the ethical challenges, we recommend allocating sufficient time for use of the CDSS and emphasizing individualized review of the CDSS results. Furthermore, we suggest limiting private financial sponsorship.</p>","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e71568"},"PeriodicalIF":4.8,"publicationDate":"2025-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12533935/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145313970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emilie Schoebrechts, Johanna de Almeida Mello, Patricia Ann Ivonne Vandenbulcke, Hein Petrus Johannes van Hout, Jan De Lepeleire, Anja Declercq, Dominique Declerck, Joke Duyck
<p><strong>Background: </strong>Oral health of nursing home residents is generally poor, largely due to age-related conditions that increase their vulnerability and make them more dependent on others for oral care. Poor oral health can significantly impact general health and well-being, highlighting the important role of caregivers in preventing, detecting, and addressing residents' oral health problems in time. The interRAI Suite of instruments, widely used for comprehensive health assessments, offers the opportunity for nondental caregivers to assess oral health as part of general health and well-being and facilitates the integration of oral health in general care planning.</p><p><strong>Objective: </strong>Based on interRAI data, this study explored the associations between oral health and general health outcomes of nursing home residents in Flanders (Belgium) and the Netherlands.</p><p><strong>Methods: </strong>This cross-sectional study included baseline interRAI assessments of 2362 Flemish and Dutch residents aged 65 years and older, collected by caregivers (eg, nurses, nurse aids) between October 2020 and February 2024. Validated outcome scales (eg, Activities of Daily Living Hierarchy Scale, Cognitive Performance Scale, and Depression Rating Scale), health conditions such as diabetes and low weight (BMI ≤19), and family support and participation in social activities, included in the interRAI instrument, provided information on residents' general health and well-being. Oral health was defined according to the 9 items of the optimized Oral Health Screener (OHS) for use in the interRAI instruments. Adjusted logistic regression models were used to explore the associations between oral and general health outcomes.</p><p><strong>Results: </strong>Oral health problems were interconnected, with conditions in one oral structure impacting the health of others. When controlling for confounding variables, dependency on others for personal care and hygiene was significantly associated with poor oral hygiene (odds ratio [OR] 1.7, 95% CI 1.1-2.4), chewing difficulties (OR 2.2, 95% CI 1.3-3.5), compromised teeth (OR 1.7, 95% CI 1.1-2.5), and the need for dental referral (OR 1.8, 95% CI 1.4-2.3). Natural dentition and gender had a significant impact on oral health status. Low weight was associated with poor chewing function (OR 2.0, 95% CI 1.1-3.6) and dry mouth (OR 1.8, 95% CI 1.0-3.2), both associated with oral discomfort or pain (OR 6.8, 95% CI 3.3-14.0 and OR 3.5, 95% CI 1.8-6.9, respectively). Family support was identified as a facilitator in mitigating oral health problems.</p><p><strong>Conclusions: </strong>The interRAI instrument, including the OHS, is a valuable tool for monitoring residents' health and identifying areas requiring additional support. The results demonstrated the importance of prioritizing oral health as an integral component of comprehensive care. Recognizing the interconnection between oral health and other health conditions, i
背景:养老院居民的口腔健康状况普遍较差,这主要是由于年龄相关的疾病增加了他们的脆弱性,使他们更加依赖他人的口腔护理。口腔健康状况不佳会严重影响居民的整体健康和福祉,这凸显了护理人员在预防、发现和及时解决居民口腔健康问题方面的重要作用。interRAI仪器套件广泛用于综合健康评估,为非牙科护理人员提供了将口腔健康作为一般健康和福祉的一部分进行评估的机会,并促进了将口腔健康纳入一般保健规划。目的:基于interRAI数据,本研究探讨了佛兰德斯(比利时)和荷兰的养老院居民口腔健康与一般健康结果之间的关系。方法:本横断面研究包括2020年10月至2024年2月期间由护理人员(如护士、护工)收集的2362名65岁及以上的佛兰德和荷兰居民的基线interRAI评估。经验证的结果量表(如日常生活活动等级量表、认知表现量表和抑郁评定量表)、健康状况(如糖尿病和低体重(BMI≤19))、家庭支持和社会活动参与,包括在interRAI工具中,提供了居民总体健康和幸福的信息。根据优化后的口腔健康筛查表(OHS)的9个项目对口腔健康进行定义,以供interRAI仪器使用。使用调整后的逻辑回归模型来探讨口腔和一般健康结果之间的关系。结果:口腔健康问题是相互关联的,一个口腔结构的状况会影响其他口腔结构的健康。在控制混杂变量时,对他人的个人护理和卫生依赖与口腔卫生差(比值比[OR] 1.7, 95% CI 1.1-2.4)、咀嚼困难(比值比[OR] 2.2, 95% CI 1.3-3.5)、牙齿受损(比值比[OR] 1.7, 95% CI 1.1-2.5)和牙科转诊需求(比值比[OR] 1.8, 95% CI 1.4-2.3)显著相关。自然牙列和性别对口腔健康状况有显著影响。体重过轻与咀嚼功能差(OR 2.0, 95% CI 1.1-3.6)和口干(OR 1.8, 95% CI 1.0-3.2)相关,两者均与口腔不适或疼痛相关(OR 6.8, 95% CI 3.3-14.0和OR 3.5, 95% CI 1.8-6.9)。家庭支助被认为是减轻口腔健康问题的一个促进因素。结论:包括OHS在内的interRAI仪器是监测居民健康和确定需要额外支持的领域的宝贵工具。结果表明,优先考虑口腔健康作为综合护理的一个组成部分的重要性。认识到口腔健康与包括福祉指标在内的其他健康状况之间的相互联系,可以指导护理人员和其他保健专业人员将预防性和支持性口腔保健做法纳入日常护理程序,有助于改善居民的健康和福祉结果。
{"title":"Insights Into Associations Between Oral and General Health Outcomes of Nursing Home Residents Based on InterRAI Data: Cross-Sectional Study.","authors":"Emilie Schoebrechts, Johanna de Almeida Mello, Patricia Ann Ivonne Vandenbulcke, Hein Petrus Johannes van Hout, Jan De Lepeleire, Anja Declercq, Dominique Declerck, Joke Duyck","doi":"10.2196/72308","DOIUrl":"10.2196/72308","url":null,"abstract":"<p><strong>Background: </strong>Oral health of nursing home residents is generally poor, largely due to age-related conditions that increase their vulnerability and make them more dependent on others for oral care. Poor oral health can significantly impact general health and well-being, highlighting the important role of caregivers in preventing, detecting, and addressing residents' oral health problems in time. The interRAI Suite of instruments, widely used for comprehensive health assessments, offers the opportunity for nondental caregivers to assess oral health as part of general health and well-being and facilitates the integration of oral health in general care planning.</p><p><strong>Objective: </strong>Based on interRAI data, this study explored the associations between oral health and general health outcomes of nursing home residents in Flanders (Belgium) and the Netherlands.</p><p><strong>Methods: </strong>This cross-sectional study included baseline interRAI assessments of 2362 Flemish and Dutch residents aged 65 years and older, collected by caregivers (eg, nurses, nurse aids) between October 2020 and February 2024. Validated outcome scales (eg, Activities of Daily Living Hierarchy Scale, Cognitive Performance Scale, and Depression Rating Scale), health conditions such as diabetes and low weight (BMI ≤19), and family support and participation in social activities, included in the interRAI instrument, provided information on residents' general health and well-being. Oral health was defined according to the 9 items of the optimized Oral Health Screener (OHS) for use in the interRAI instruments. Adjusted logistic regression models were used to explore the associations between oral and general health outcomes.</p><p><strong>Results: </strong>Oral health problems were interconnected, with conditions in one oral structure impacting the health of others. When controlling for confounding variables, dependency on others for personal care and hygiene was significantly associated with poor oral hygiene (odds ratio [OR] 1.7, 95% CI 1.1-2.4), chewing difficulties (OR 2.2, 95% CI 1.3-3.5), compromised teeth (OR 1.7, 95% CI 1.1-2.5), and the need for dental referral (OR 1.8, 95% CI 1.4-2.3). Natural dentition and gender had a significant impact on oral health status. Low weight was associated with poor chewing function (OR 2.0, 95% CI 1.1-3.6) and dry mouth (OR 1.8, 95% CI 1.0-3.2), both associated with oral discomfort or pain (OR 6.8, 95% CI 3.3-14.0 and OR 3.5, 95% CI 1.8-6.9, respectively). Family support was identified as a facilitator in mitigating oral health problems.</p><p><strong>Conclusions: </strong>The interRAI instrument, including the OHS, is a valuable tool for monitoring residents' health and identifying areas requiring additional support. The results demonstrated the importance of prioritizing oral health as an integral component of comprehensive care. Recognizing the interconnection between oral health and other health conditions, i","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e72308"},"PeriodicalIF":4.8,"publicationDate":"2025-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12533934/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145313926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Intraoperative hypotension (IOH) is an important risk factor for major adverse cardiac events (MACE) in patients undergoing noncardiac surgery. However, the IOH threshold in older adult patients remains controversial.
Objective: This study aimed to explore an appropriate IOH threshold in older adult patients to decrease the risk of MACE.
Methods: This study involved older adult patients undergoing noncardiac surgery (age ≥65 y) from January 2012 to August 2019 in the Chinese People's Liberation Army General Hospital (PLAGH; 35,262 patients) and Shanghai Changhai Hospital from January 2024 to December 2024 (13,418 patients). Univariate moving-average plots and multivariate restricted cubic splines were used to determine the IOH thresholds associated with an increased risk of MACE. The relationship between the IOH threshold and MACE was assessed using univariate and multivariate logistic regression analyses by 3 different hypotension exposure forms (duration, area, and time-weighted average mean arterial pressure [MAP]).
Results: Out of 35,262 patients, 874 developed MACE in PLAGH, and 296 of 13,418 patients developed MACE in Changhai Hospital. In PLAGH, MAP below an absolute threshold of 70 mm Hg was associated with MACE. When the IOH absolute threshold was 70 mm Hg, the risk of MACE demonstrated a "dose-increasing" effect with changes in IOH exposure, and the risk of MACE was significantly increased when the duration lasted >15 minutes (odds ratio 1.51, 95% CI 1.22-1.88; P<.001). The stratified analysis showed that in patients younger than 80 years, when intraoperative MAP dropped below 70 mm Hg for more than 15 minutes, the odds ratio was 1.38 (95% CI 0.86-2.28), P<.01. In Changhai hospital, intraoperative MAP <70 mm Hg was also significantly associated with MACE. Furthermore, IOH lasting longer than 15 minutes substantially increased the risk of MACE.
Conclusions: For older adult patients undergoing noncardiac surgery, intraoperative MAP should be kept above 70 mm Hg to reduce the risk of postoperative MACE.
背景:术中低血压(IOH)是非心脏手术患者发生重大心脏不良事件(MACE)的重要危险因素。然而,老年患者的IOH阈值仍然存在争议。目的:本研究旨在探讨老年患者适当的IOH阈值,以降低MACE的风险。方法:本研究纳入2012年1月至2019年8月在中国人民解放军总医院(PLAGH, 35262例)和2024年1月至2024年12月在上海长海医院(13418例)接受非心脏手术的老年成人患者(年龄≥65岁)。使用单变量移动平均图和多变量受限三次样条来确定与MACE风险增加相关的IOH阈值。通过3种不同的低血压暴露形式(持续时间、面积和时间加权平均动脉压[MAP]),采用单因素和多因素logistic回归分析评估IOH阈值与MACE之间的关系。结果:35262例PLAGH患者中有874例发生MACE,长海医院13418例患者中有296例发生MACE。在PLAGH中,MAP低于70 mm Hg的绝对阈值与MACE相关。当IOH绝对阈值为70 mm Hg时,MACE的发生风险随IOH暴露时间的变化呈“剂量递增”的效应,且当IOH暴露时间持续bb0 ~ 15min时,MACE的发生风险显著增加(优势比1.51,95% CI 1.22 ~ 1.88)。结论:对于接受非心脏手术的老年患者,术中MAP应保持在70 mm Hg以上,以降低术后MACE的发生风险。
{"title":"Intraoperative Hypotension and Major Adverse Cardiac Events Among Older Adult Patients Undergoing Noncardiac Surgery: Retrospective Cohort Study.","authors":"Kai Zhang, Chang Liu, Meng Wang, Ting Zhang, Bingbing Meng, Siyi Yao, Jingsheng Lou, Qiang Fu, Yanhong Liu, Jiangbei Cao, Lulong Bo, Weidong Mi, Hao Li","doi":"10.2196/67177","DOIUrl":"10.2196/67177","url":null,"abstract":"<p><strong>Background: </strong>Intraoperative hypotension (IOH) is an important risk factor for major adverse cardiac events (MACE) in patients undergoing noncardiac surgery. However, the IOH threshold in older adult patients remains controversial.</p><p><strong>Objective: </strong>This study aimed to explore an appropriate IOH threshold in older adult patients to decrease the risk of MACE.</p><p><strong>Methods: </strong>This study involved older adult patients undergoing noncardiac surgery (age ≥65 y) from January 2012 to August 2019 in the Chinese People's Liberation Army General Hospital (PLAGH; 35,262 patients) and Shanghai Changhai Hospital from January 2024 to December 2024 (13,418 patients). Univariate moving-average plots and multivariate restricted cubic splines were used to determine the IOH thresholds associated with an increased risk of MACE. The relationship between the IOH threshold and MACE was assessed using univariate and multivariate logistic regression analyses by 3 different hypotension exposure forms (duration, area, and time-weighted average mean arterial pressure [MAP]).</p><p><strong>Results: </strong>Out of 35,262 patients, 874 developed MACE in PLAGH, and 296 of 13,418 patients developed MACE in Changhai Hospital. In PLAGH, MAP below an absolute threshold of 70 mm Hg was associated with MACE. When the IOH absolute threshold was 70 mm Hg, the risk of MACE demonstrated a \"dose-increasing\" effect with changes in IOH exposure, and the risk of MACE was significantly increased when the duration lasted >15 minutes (odds ratio 1.51, 95% CI 1.22-1.88; P<.001). The stratified analysis showed that in patients younger than 80 years, when intraoperative MAP dropped below 70 mm Hg for more than 15 minutes, the odds ratio was 1.38 (95% CI 0.86-2.28), P<.01. In Changhai hospital, intraoperative MAP <70 mm Hg was also significantly associated with MACE. Furthermore, IOH lasting longer than 15 minutes substantially increased the risk of MACE.</p><p><strong>Conclusions: </strong>For older adult patients undergoing noncardiac surgery, intraoperative MAP should be kept above 70 mm Hg to reduce the risk of postoperative MACE.</p>","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e67177"},"PeriodicalIF":4.8,"publicationDate":"2025-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12530642/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145309353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Céline Madeleine Aldenhoven, Matthew Milton, Lisa D'Ambrosio, Chaiwoo Lee, Sophia Ashebir, Elisabeth André
<p><strong>Background: </strong>The global population of older adults is rapidly increasing, while the number of relative caregivers is declining. This creates a critical need for solutions that support caregiving and enable older adults to age in place while maintaining their independence. Many existing caregiving technologies focus on easing caregivers' burdens through surveillance-based systems, which often prioritize caregivers' needs over those of older adults. Such designs can unintentionally disempower older adults by devaluing their autonomy and decision-making capabilities.</p><p><strong>Objective: </strong>This study explored older adults' and designers' reactions to a technology-enabled system called LifeTomorrow that was built by centering older adults as the primary users. The system aims to support their autonomy to make informed choices and their desire for independent living, while balancing their social and functional needs with those of informal caregivers.</p><p><strong>Methods: </strong>A total of 37 participants, including older adults, caregivers, and designers, engaged in 2 iterative rounds of user studies to explore daily caregiving needs and technology usage. The system's design and features were refined based on these insights. A qualitative thematic analysis was conducted using the framework of the self-determination theory to evaluate how the system fulfills the basic psychological needs of competence, autonomy, and relatedness.</p><p><strong>Results: </strong>The analysis underscored the system's value to older adults and their caregivers, and its fulfillment of basic human psychological needs (competence, autonomy, and relatedness), consistent with the goals of supporting a high quality of life for older users and caregivers. We found that relatedness is fostered through features enabling remote connection and communication, such as chat functions and shared health data. Autonomy is supported by empowering older adults to manage their health information, make informed choices about data sharing, and benefit from safety features like fall detection and emergency calls. Competence is enhanced through accessible design elements, including intuitive navigation, high-contrast visuals, and multigenerational usability. These features allow older adults and caregivers to confidently engage with the system and are targeted at improving their overall quality of life.</p><p><strong>Conclusions: </strong>Through evaluation of the LifeTomorrow system, this study suggests possibilities for using a holistic, inclusive solution to support safe and independent aging in place and prioritizing the autonomy and empowerment of older adults while addressing caregivers' needs for support and connection. By centering older adults as active participants rather than passive recipients of care, the system exemplifies a shift toward equitable, user-centered technology in caregiving. Future research should investigate the long-term impacts of su
{"title":"An Accessible Multifunctional System to Support Safe and Independent Aging in Place: Iterative Development and Qualitative Analysis.","authors":"Céline Madeleine Aldenhoven, Matthew Milton, Lisa D'Ambrosio, Chaiwoo Lee, Sophia Ashebir, Elisabeth André","doi":"10.2196/72579","DOIUrl":"10.2196/72579","url":null,"abstract":"<p><strong>Background: </strong>The global population of older adults is rapidly increasing, while the number of relative caregivers is declining. This creates a critical need for solutions that support caregiving and enable older adults to age in place while maintaining their independence. Many existing caregiving technologies focus on easing caregivers' burdens through surveillance-based systems, which often prioritize caregivers' needs over those of older adults. Such designs can unintentionally disempower older adults by devaluing their autonomy and decision-making capabilities.</p><p><strong>Objective: </strong>This study explored older adults' and designers' reactions to a technology-enabled system called LifeTomorrow that was built by centering older adults as the primary users. The system aims to support their autonomy to make informed choices and their desire for independent living, while balancing their social and functional needs with those of informal caregivers.</p><p><strong>Methods: </strong>A total of 37 participants, including older adults, caregivers, and designers, engaged in 2 iterative rounds of user studies to explore daily caregiving needs and technology usage. The system's design and features were refined based on these insights. A qualitative thematic analysis was conducted using the framework of the self-determination theory to evaluate how the system fulfills the basic psychological needs of competence, autonomy, and relatedness.</p><p><strong>Results: </strong>The analysis underscored the system's value to older adults and their caregivers, and its fulfillment of basic human psychological needs (competence, autonomy, and relatedness), consistent with the goals of supporting a high quality of life for older users and caregivers. We found that relatedness is fostered through features enabling remote connection and communication, such as chat functions and shared health data. Autonomy is supported by empowering older adults to manage their health information, make informed choices about data sharing, and benefit from safety features like fall detection and emergency calls. Competence is enhanced through accessible design elements, including intuitive navigation, high-contrast visuals, and multigenerational usability. These features allow older adults and caregivers to confidently engage with the system and are targeted at improving their overall quality of life.</p><p><strong>Conclusions: </strong>Through evaluation of the LifeTomorrow system, this study suggests possibilities for using a holistic, inclusive solution to support safe and independent aging in place and prioritizing the autonomy and empowerment of older adults while addressing caregivers' needs for support and connection. By centering older adults as active participants rather than passive recipients of care, the system exemplifies a shift toward equitable, user-centered technology in caregiving. Future research should investigate the long-term impacts of su","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e72579"},"PeriodicalIF":4.8,"publicationDate":"2025-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12530453/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145309407","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}