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Falzarano FB, Lucius-Milliman D, Ceruso M, Czaja SJ. A Tablet-Based Application to Enhance Social Connectedness for Individuals With a Cognitive Impairment: Results From the PRISM-CI Pilot Study. J Appl Gerontol 2024; 43:1473-1484. [PMID: 38685877 PMCID: PMC11368626 DOI: 10.1177/07334648241248294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024] Open
Abstract
Social engagement is fundamental to successful aging and linked to better emotional, physical, and cognitive health. Maintaining social engagement is challenging for many older adults but especially for those with a cognitive impairment (CI). Information and communication technologies (ICT) can provide enhanced opportunities for social and cognitive engagement for older adults with a CI via increased information, education, and social connectivity access. This study used a pre-test post-test design to evaluate the feasibility, acceptability, and preliminary efficacy of the PRISM-CI software system, a tablet-based application designed to enhance access to resources, information, and social engagement, in 52 individuals with a CI between the ages of 65-88 years who had access to PRISM-CI for five months. Findings show that social isolation, loneliness, and depressive symptoms significantly decreased, and mobile device proficiency significantly increased, from baseline to follow-up. Results highlight ICTs potential to foster social engagement among older adults with a CI.
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Affiliation(s)
- Francesca B. Falzarano
- Weill Cornell Medicine, Division of Geriatrics and Palliative Medicine, New York, NY
- University of Southern California, Leonard Davis School of Gerontology, Los Angeles, CA
| | - Darby Lucius-Milliman
- Weill Cornell Medicine, Division of Geriatrics and Palliative Medicine, New York, NY
| | - Marco Ceruso
- Weill Cornell Medicine, Division of Geriatrics and Palliative Medicine, New York, NY
| | - Sara J Czaja
- Weill Cornell Medicine, Division of Geriatrics and Palliative Medicine, New York, NY
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Li Y, Rhubart D. Cannabis use, social support and social engagement among working-age adults in rural America. Prev Med Rep 2024; 43:102794. [PMID: 38975281 PMCID: PMC11225026 DOI: 10.1016/j.pmedr.2024.102794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 06/04/2024] [Accepted: 06/07/2024] [Indexed: 07/09/2024] Open
Abstract
Objective Cannabis use has been linked to physical, psychological, and behavioral changes. Although research indicates separately that informal social support and formal social engagement - which are correlated measures - serve as protective factors in cannabis use, much of this research focuses on youth and more urban samples, limiting our understanding of if these findings are true for rural populations where social support and social engagement are particularly important for health and health behaviors. To fill the research gap, this study examines the effects of informal social support (tangible support and emotional support) and formal social engagement on cannabis use among rural working-age adults. Methods This research analyzed 1,122 observations from a cross-sectional online survey conducted in 2022 of working-age adults (18-64) from rural America. Multilevel logistic regression models were used to predict cannabis use in the past 12 months using informal social support (tangible support and emotional support) and formal social engagement and other sociodemographic covariates and state legalization status. Results Multilevel logistic modeling indicates that low emotional support and low formal social engagement are associated with a higher odds of reporting cannabis use in the past 12 months among rural working-age adults, net of other sociodemographic variables and state legalization status. Conclusions The study suggests that emotional support and social engagement may contribute to cannabis use prevention among rural working-age adults. These findings should inform future research as well as the development of tailored health interventions targeting rural working-age adults.
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Affiliation(s)
- Yiping Li
- Department of Biobehavioral Health, The Pennsylvania State University, Biobehavioral Health Building, University Park, PA 16802, USA
| | - Danielle Rhubart
- Department of Biobehavioral Health, The Pennsylvania State University, Biobehavioral Health Building, University Park, PA 16802, USA
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Mois G, Lydon EA, Mathias VF, Jones SE, Mudar RA, Rogers WA. Best practices for implementing a technology-based intervention protocol: Participant and researcher considerations. Arch Gerontol Geriatr 2024; 122:105373. [PMID: 38460265 DOI: 10.1016/j.archger.2024.105373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 11/17/2023] [Accepted: 02/18/2024] [Indexed: 03/11/2024]
Abstract
Technology-based interventions present a promising approach to support health and wellness for older adults with a range of cognitive abilities. Technology can enhance access to interventions and support scaling of programs to reach more people. However, the use of technology for intervention delivery requires particular attention to users' needs and preferences and ensuring the materials are adaptable and supportive of a diverse range of technology proficiency levels. We share best practices based on lessons learned from the deployment of a randomized controlled trial (RCT) wherein we delivered an 8-week social engagement intervention through a video technology platform called OneClick for older adults with varying cognitive abilities. We developed a set of best practices and guidelines informed by the lessons learned through this RCT implementation. Technology-based interventions require attention to the application (e.g., video calls), system requirements (e.g., system memory, broadband internet), training (e.g., adaptability based on user competency), and support (e.g., handouts, live contact). These best practices relate to user needs; training design; personnel responsibility; structuring delivery and content; and evaluating success. These research-based best practices can guide the design, development, and implementation of technology-based interventions to support older adults with varying cognitive abilities.
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Affiliation(s)
- George Mois
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, 1206 S Fourth St., Champaign, IL 61820, United States.
| | - Elizabeth A Lydon
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, 1206 S Fourth St., Champaign, IL 61820, United States
| | - Vincent F Mathias
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, 1206 S Fourth St., Champaign, IL 61820, United States
| | - Sarah E Jones
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, 1206 S Fourth St., Champaign, IL 61820, United States
| | - Raksha A Mudar
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, 1206 S Fourth St., Champaign, IL 61820, United States
| | - Wendy A Rogers
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, 1206 S Fourth St., Champaign, IL 61820, United States
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Lydon EA, Mois G, Shende SA, Myers D, Danilovich MK, Rogers WA, Mudar RA. Methods and baseline characteristics for a social engagement technology-based randomized controlled trial for older adults. Contemp Clin Trials Commun 2024; 39:101308. [PMID: 38841566 PMCID: PMC11152901 DOI: 10.1016/j.conctc.2024.101308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/29/2024] [Accepted: 05/12/2024] [Indexed: 06/07/2024] Open
Abstract
Background Growing evidence suggests that increasing opportunities for social engagement has the potential to support successful aging. However, many older adults may have limited access to in-person social engagement opportunities due to barriers such as transportation. We outline the development, design, methodology, and baseline characteristics of a randomized controlled trial that assessed the benefits of a social engagement intervention delivered through the OneClick video conferencing platform to older adults with varying levels of cognitive functioning. Methods Community-dwelling older adults with and without cognitive challenges were randomly assigned to a social engagement intervention group or a waitlist control group. Participants were asked to attend twice-weekly social engagement events for 8 weeks via OneClick. Outcomes included social engagement and technology acceptance for both groups at baseline, week-4, and week-8 assessments. As an extension, the waitlist control group had an opportunity to participate in the intervention, with outcomes assessed at weeks 12 and 16. Results We randomly assigned 99 participants (mean age = 74.1 ± 6.7, range: 60-99), with 50 in the immediate intervention group and 49 in the waitlist control group. About half of the participants reported living alone (53.5%), with a third (31%) falling into the cognitively impaired range on global cognitive screening. The groups did not differ at baseline on any of the outcome measures. Conclusions Outcomes from this study will provide important information regarding the feasibility and efficacy of providing technology-based social engagement interventions to older adults with a range of cognitive abilities.
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Affiliation(s)
- Elizabeth A. Lydon
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, Champaign, IL, USA
| | - George Mois
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, Champaign, IL, USA
| | - Shraddha A. Shende
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, Champaign, IL, USA
| | | | | | - Wendy A. Rogers
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, Champaign, IL, USA
| | - Raksha A. Mudar
- College of Applied Health Sciences, University of Illinois Urbana-Champaign, Champaign, IL, USA
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Tortora C, Di Crosta A, La Malva P, Prete G, Ceccato I, Mammarella N, Di Domenico A, Palumbo R. Virtual reality and cognitive rehabilitation for older adults with mild cognitive impairment: A systematic review. Ageing Res Rev 2024; 93:102146. [PMID: 38036103 DOI: 10.1016/j.arr.2023.102146] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 11/23/2023] [Accepted: 11/23/2023] [Indexed: 12/02/2023]
Abstract
Virtual Reality (VR) has been gaining increasing attention as a potential ecological and effective intervention system for treating Mild Cognitive Impairment (MCI). However, it remains unclear the efficacy and effectiveness of VR-based cognitive rehabilitation therapy (VR-CRT) in comparison with cognitive rehabilitation therapy (CRT). Consequently, a systematic review on Pubmed, Scopus, PsycInfo, and Web Of Science was conducted to assess the state of the art of the literature published between 2003 and April 2023. Only articles that adopted CRT as control group and that included some measure of at least one domain among overall cognitive function, executive function and functional status were included. Participants needed to be older adults aged 65 or over with a diagnosis of MCI. The risk of bias and the quality of evidence were assessed using the Version 2 of the Cochrane risk-of-bias tool for randomized trials. Initially, 6503 records were considered and screened after removing duplicates (n = 1321). Subsequently, 81 full texts were assessed for eligibility. Four articles met the inclusion criteria but 2 of them were merged as they were describing different outcomes of the same research project. Consequently, 3 overall studies with a total of 130 participants were included in the final analysis. Due to the high heterogeneity in the methodology and outcome measures employed, it was not possible to conduct a meta-analysis. Included studies used semi-immersive (k = 2) and full-immersive (k = 1) VR systems in their research. Two articles evaluated overall cognitive function through the MoCA together with specific tests for executive functions (n = 69), while one study adopted a comprehensive neuropsychological battery to evaluate both cognitive function and executive function (n = 61). Finally, one study evaluated functional status through instrumental activities of daily living (n = 34). A However, the limited number of studies, the small sample size, and the potential issues with the quality and methodology of these studies that emerged from the risk of bias assessment may raise doubts about the reliability of their results. Nevertheless, although scarce, results of the present review suggest that VR-CRT may be paramount in treating MCI for its additional ecological and adaptive advantages, as all of the studies highlighted that it was at least as effective as conventional CRT for all the outcome measures. Therefore, more rigorous research that compares VR-CRT and CRT is needed to understand the degree to which VR-CRT is effective with older adults with MCI and the potential role of immersion to influence its efficacy. Indeed, these preliminary findings highlight the need for the development of standardized VR protocols, as the integration of such technology into clinical practice may help improve the quality of life and cognitive outcomes for this growing demographic.
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Affiliation(s)
- Carla Tortora
- Department of Psychological, Health and Territorial Sciences, University "G. D'Annunzio" of Chieti-Pescara, Via dei Vestini 31, Chieti, Italy
| | - Adolfo Di Crosta
- Department of Psychological, Health and Territorial Sciences, University "G. D'Annunzio" of Chieti-Pescara, Via dei Vestini 31, Chieti, Italy; Department of Medicine and Aging Sciences, University "G. D'Annunzio" of Chieti-Pescara, Via dei Vestini 31, Chieti, Italy.
| | - Pasquale La Malva
- Department of Psychological, Health and Territorial Sciences, University "G. D'Annunzio" of Chieti-Pescara, Via dei Vestini 31, Chieti, Italy
| | - Giulia Prete
- Department of Psychological, Health and Territorial Sciences, University "G. D'Annunzio" of Chieti-Pescara, Via dei Vestini 31, Chieti, Italy
| | - Irene Ceccato
- Department of Psychological, Health and Territorial Sciences, University "G. D'Annunzio" of Chieti-Pescara, Via dei Vestini 31, Chieti, Italy
| | - Nicola Mammarella
- Department of Psychological, Health and Territorial Sciences, University "G. D'Annunzio" of Chieti-Pescara, Via dei Vestini 31, Chieti, Italy
| | - Alberto Di Domenico
- Department of Psychological, Health and Territorial Sciences, University "G. D'Annunzio" of Chieti-Pescara, Via dei Vestini 31, Chieti, Italy
| | - Rocco Palumbo
- Department of Psychological, Health and Territorial Sciences, University "G. D'Annunzio" of Chieti-Pescara, Via dei Vestini 31, Chieti, Italy
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Corney KB, Pasco JA, Stuart AL, Kavanagh BE, Mohebbi M, Sui SX, Williams LJ. Social determinants of health and cognitive function: A cross-sectional study among men without dementia. Brain Behav 2023; 13:e3235. [PMID: 37652752 PMCID: PMC10636419 DOI: 10.1002/brb3.3235] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 08/09/2023] [Accepted: 08/15/2023] [Indexed: 09/02/2023] Open
Abstract
BACKGROUND Certain age-related and medical factors have been associated with cognitive dysfunction; however, less is known regarding social determinants of health. The current study aimed to investigate associations between social determinants of health and cognitive function in a population-based sample of men without dementia. METHODS Data were drawn from the ongoing Geelong Osteoporosis Study (n = 536). Cognitive function was determined using the Cog-State Brief Battery. Area-based socioeconomic status (SES) was determined using the Index of Relative Socioeconomic Advantage and Disadvantage, marital status by self-report, and social support by the Multidimensional Scale of Perceived Social Support, which considers family, friends, and significant others. RESULTS Belonging to a higher SES group, being in a relationship (married/de-facto) and perceived social support from a significant other and friends were each associated with better overall cognitive function. In regard to the specific cognitive domains, higher SES was associated with better psychomotor function and visual learning, being in a relationship was associated with better working memory, and perceived social support from a significant other was associated with better attention and working memory, with perceived social support from friends associated with better psychomotor function. There were no associations detected between social support from family and any of the cognitive domains. CONCLUSION Higher SES, being in a relationship, and greater perceived social support from a significant other and friends were associated with better cognitive function. Further studies identifying underlying mechanisms linking social factors with cognition are needed to establish prevention strategies and enhance cognitive health.
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Affiliation(s)
- Kayla B. Corney
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, School of MedicineDeakin UniversityGeelongAustralia
| | - Julie A. Pasco
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, School of MedicineDeakin UniversityGeelongAustralia
- Barwon HealthUniversity Hospital GeelongGeelongAustralia
- Department of Medicine‐Western HealthThe University of MelbourneSt AlbansAustralia
| | - Amanda L. Stuart
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, School of MedicineDeakin UniversityGeelongAustralia
| | - Bianca E. Kavanagh
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, School of MedicineDeakin UniversityGeelongAustralia
- Deakin Rural Health, School of MedicineDeakin UniversityWarrnamboolAustralia
| | - Mohammadreza Mohebbi
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, School of MedicineDeakin UniversityGeelongAustralia
- Faculty of Health, Biostatistics UnitDeakin UniversityGeelongAustralia
| | - Sophia X. Sui
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, School of MedicineDeakin UniversityGeelongAustralia
| | - Lana J. Williams
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, School of MedicineDeakin UniversityGeelongAustralia
- Barwon HealthUniversity Hospital GeelongGeelongAustralia
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Zhu D, Al Mahmud A, Liu W. Social connections and participation among people with mild cognitive impairment: barriers and recommendations. Front Psychiatry 2023; 14:1188887. [PMID: 37476544 PMCID: PMC10356108 DOI: 10.3389/fpsyt.2023.1188887] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Accepted: 06/20/2023] [Indexed: 07/22/2023] Open
Abstract
Objective Social connections and participation are essential for individuals with mild cognitive impairment (MCI) to prevent the progression of cognitive decline and enhance their overall well-being. However, existing research has primarily focused on environmental barriers, overlooking personal factors and the interconnected nature of these barriers. Moreover, there is a lack of understanding regarding social connections and participation challenges specific to people with MCI in low- and middle-income countries. Therefore, this study aimed to explore the barriers that hinder social connections and participation among people with MCI in China and investigate opportunities to design appropriate supportive interventions. Methods Thirty-one people with MCI (13 males and 18 females; mean age = 82.74 years, SD = 7.69; mean MoCA score = 21.26, SD = 2.44) and 13 caregivers were recruited to attend focus groups. In addition, 10 therapists were interviewed using a semi-structured interview guide. Focus groups and interviews were audio-recorded, transcribed, and analyzed using a framework analysis approach. Results We found that the ability to build social connections among people with MCI is affected by mobility challenges, intensive grandparenting responsibilities, availability of suitable activities, and feelings of exclusion in a closed-minded community environment. Personal reasons, such as lower social efficacy, inability to find suitable social activities, and intensive family responsibilities, discourage people with MCI from social participation. The digital literacy of people with MCI depends on their motivation to learn and use digital tools; people with MCI who live in a community have a higher digital literacy than those living in care centers. The motivation to achieve digital literacy is affected by perceived benefits, costs of technology use, and social influence. Conclusion Multidimensional initiatives are needed to address barriers to social connections, participation, and technology adoption among individuals with MCI. This includes organizing and engaging in social activities, promoting awareness and education on the importance of social participation, and exploring technology-based interventions to improve memory and storytelling abilities. These efforts can create a supportive environment and empower individuals with MCI to participate actively in social interactions, enhancing their overall well-being.
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Affiliation(s)
- Di Zhu
- Swinburne University of Technology, Hawthorn, VIC, Australia
- Beijing Normal University, Beijing, China
| | | | - Wei Liu
- Beijing Normal University, Beijing, China
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Piette JD, Hampstead BM, Marinec N, Chen J, Roberts JS. A Pilot Randomized Trial of a Purposeful and Stimulating Volunteer Opportunity: Program Satisfaction and Potential Impacts on Perceived Cognitive Change in a Neurologically Mixed Sample of Older Adults. Alzheimer Dis Assoc Disord 2023; 37:237-242. [PMID: 37615487 PMCID: PMC10454976 DOI: 10.1097/wad.0000000000000572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 06/19/2023] [Indexed: 08/25/2023]
Abstract
BACKGROUND Purposeful social interactions are important for healthy aging. We conducted a pilot trial of SPEAK! (Seniors Promoting English Acquisition and Knowledge), an intervention providing older volunteers with a safe, accessible opportunity to converse via webcam with English-language learners. METHODS A neurologically mixed sample of older adults was randomized to 8 weekly, webcam conversations with English-language learners or a waitlist control. Outcomes included the Cognitive Change Index (CCI) and surveys of program satisfaction. Here, we report on session completion, intervention satisfaction, and follow-up CCI scores. Exploratory analyses of CCI intervention effects controlled for baseline CCI scores and the interaction between group and baseline CCI. RESULTS Participants (N=38) were on average 70.8 years of age, 28/38 were White, and 16/38 demonstrated possible cognitive impairment on the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS). Pairs completed 115/136 sessions (85%) and all volunteers said they would recommend the program. Controlling for the interaction between baseline CCI and randomization group, SPEAK! volunteers had better follow-up CCI scores than controls (P=0.018). Improvements in CCI were greater among participants with fewer baseline memory problems. CONCLUSIONS SPEAK! was feasible and appreciated by older adults with and without cognitive impairment. Larger studies should confirm benefits for memory and other determinants of quality of life.
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Affiliation(s)
- John D. Piette
- Ann Arbor Department of Veterans Affairs Center for Clinical Management Research and Department of Mental Health, Ann Arbor, Michigan, USA
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
- Department of Internal Medicine, School of Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Benjamin M. Hampstead
- Ann Arbor Department of Veterans Affairs Center for Clinical Management Research and Department of Mental Health, Ann Arbor, Michigan, USA
- Department of Psychiatry, School of Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Nicolle Marinec
- Ann Arbor Department of Veterans Affairs Center for Clinical Management Research and Department of Mental Health, Ann Arbor, Michigan, USA
| | - Jenny Chen
- Ann Arbor Department of Veterans Affairs Center for Clinical Management Research and Department of Mental Health, Ann Arbor, Michigan, USA
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - J. Scott Roberts
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
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Chen Z, Du J, Song Q, Yang J, Wu Y. A prediction model of cognitive impairment risk in elderly illiterate Chinese women. Front Aging Neurosci 2023; 15:1148071. [PMID: 37181625 PMCID: PMC10169753 DOI: 10.3389/fnagi.2023.1148071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 04/05/2023] [Indexed: 05/16/2023] Open
Abstract
Objective To establish and validate a targeted model for the prediction of cognitive impairment in elderly illiterate Chinese women. Methods 1864 participants in the 2011-2014 cohort and 1,060 participants in the 2014-2018 cohort from the Chinese Longitudinal Healthy Longevity Survey (CLHLS) were included in this study. The Chinese version of the Mini-Mental State Examination (MMSE) was used to measure cognitive function. Demographics and lifestyle information were collected to construct a risk prediction model by a restricted cubic spline Cox regression. The discrimination and accuracy of the model were assessed by the area under the curve (AUC) and the concordance index, respectively. Results A total of seven critical variables were included in the final prediction model for cognitive impairment risk, including age, MMSE score, waist-to-height ratio (WHtR), psychological score, activities of daily living (ADL), instrumental abilities of daily living (IADL), and frequency of tooth brushing. The internal and external validation AUCs were 0.8 and 0.74, respectively; and the receiver operating characteristic (ROC) curves indicated good performance ability of the constructed model. Conclusion A feasible model to explore the factors influencing cognitive impairment in elderly illiterate women in China and to identify the elders at high risk was successfully constructed.
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Affiliation(s)
- Zhaojing Chen
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Normal University, Hangzhou, China
| | - Jiaolan Du
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Normal University, Hangzhou, China
| | - Qin Song
- Department of Occupational and Environmental Health, School of Public Health, Hangzhou Normal University, Hangzhou, China
| | - Jun Yang
- Department of Nutrition and Toxicology, School of Public Health, Hangzhou Normal University, Hangzhou, China
| | - Yinyin Wu
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Normal University, Hangzhou, China
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Mitzner TL, Remillard ET, Mumma KT. Research-Driven Guidelines for Delivering Group Exercise Programs via Videoconferencing to Older Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:7562. [PMID: 35805221 PMCID: PMC9265495 DOI: 10.3390/ijerph19137562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/11/2022] [Accepted: 06/18/2022] [Indexed: 12/04/2022]
Abstract
Telehealth holds much potential for supporting older adults' physical and social health. In particular, telewellness interventions to support the physical and social wellness of older adults are needed to overcome participation barriers with in-person programs. This paper presents guidelines for delivering telewellness interventions to older adults, which were informed by a human factors approach to developing a Tele Tai Chi intervention for older adults with mobility disabilities, including reviewing user needs literature and conducting user-centered needs assessment research. From these findings, we developed a protocol and support materials for delivering a telewellness intervention and conducted a feasibility study. We also established an adaptation committee to provide recommendations on the intervention. The outcome of our human factors approach was the establishment of research-driven design guidelines for delivering group exercise programs to older adults using videoconferencing. The guidelines provide direction for designing a telewellness protocol, supporting remote participation, and promoting socialization and engagement. These guidelines can be used to deliver interventions that increase access to socially-engaging, physical activity programs for older adults, which can ultimately help support their physical health, mental health, and quality of life.
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Affiliation(s)
- Tracy L. Mitzner
- Center for Inclusive Design and Innovation, Georgia Institute of Technology, Atlanta, GA 30318, USA; (E.T.R.); (K.T.M.)
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