Application of Artificial Intelligence in Geriatric Care: Bibliometric Analysis.

BACKGROUND: Artificial intelligence (AI) can improve the health and well-being of older adults and has the potential to assist and improve nursing care. In recent years, research in this area has been increasing. Therefore, it is necessary to understand the status of development and main research hotspots and identify the main contributors and their relationships in the application of AI in geriatric care via bibliometric analysis. OBJECTIVE: Using bibliometric analysis, this study aims to examine the current research hotspots and collaborative networks in the application of AI in geriatric care over the past 23 years. METHODS: The Web of Science Core Collection database was used as a source. All publications from inception to August 2022 were downloaded. The external characteristics of the publications were summarized through HistCite and the Web of Science. Keywords and collaborative networks were analyzed using VOSviewers and Citespace. RESULTS: We obtained a total of 230 publications. The works originated in 499 institutions in 39 countries, were published in 124 journals, and were written by 1216 authors. Publications increased sharply from 2014 to 2022, accounting for 90.87% (209/230) of all publications. The United States and the International Journal of Social Robotics had the highest number of publications on this topic. The 1216 authors were divided into 5 main clusters. Among the 230 publications, 4 clusters were modeled, including Alzheimer disease, aged care, acceptance, and the surveillance and treatment of diseases. Machine learning, deep learning, and rehabilitation had also become recent research hotspots. CONCLUSIONS: Research on the application of AI in geriatric care has developed rapidly. The development of research and cooperation among countries/regions and institutions are limited. In the future, strengthening the cooperation and communication between different countries/regions and institutions may further drive this field's development. This study provides researchers with the information necessary to understand the current state, collaborative networks, and main research hotspots of the field. In addition, our results suggest a series of recommendations for future research.

Patterns of home care and community support preferences among older adults with disabilities in China: a latent class analysis.

BACKGROUND: Ageing in place is the preferred choice for most older adults worldwide. The role of the family as a core care resource has diminished as a result of changes in family structure, thus extending the responsibility for caring for older adults from within the family to outside it and requiring considerably more support from society. However, there is a shortage of formal and qualified caregivers in many countries, and China has limited social care resources. Therefore, it is important to identify home care patterns and family preferences to provide effective social support and reduce government costs. METHODS: Data were obtained from the Chinese Longitudinal Healthy Longevity Study 2018. Latent class analysis models were estimated using Mplus 8.3. Multinomial logistic regression analysis was adopted to explore the influencing factors with the R3STEP method. Lanza's method and the chi-square goodness-of-fit test were used to explore community support preferences among different categories of families of older adults with disabilities. RESULTS: Three latent classes were identified based on older adults with disabilities' characteristics (degree of disability, demand satisfaction), caregivers' characteristics (length of providing care, care performance) and living status: Class 1- mild disability and strong care (46.85%); Class 2- severe disability and strong care (43.92%); and Class 3- severe disability and incompetent care (9.24%). Physical performance, geographic region and economic conditions jointly influenced home care patterns (P < 0.05). Home visits from health professionals and health care education were the top two forms of community support that were most preferred by the older adults with disabilities' families (residual > 0). Families in the Class 3 subgroup preferred personal care support more than those in the other two subgroups (P < 0.05). CONCLUSION: Home care is heterogeneous across families. Older adults' degrees of disability and care needs may be varied and complex. We classified different families into homogeneous subgroups to reveal differences in home care patterns. The findings can be used by decision-makers in their attempts to design long-term care arrangements for home care and to adjust the distribution of resources for the needs of older adults with disabilities.

Nutrition and sarcopenia: Current knowledge domain and emerging trends.

Objective: Non-pharmacological management like nutrient supplements has shown positive impacts on muscle mass and strength, which has burgeoned clinical and research interest internationally. The aim of this study was to analyze the current knowledge domain and emerging trends of nutrition-related research in sarcopenia and provide implications for future research and strategies to prevent or manage sarcopenia in the context of aging societies. Materials and methods: Nutrition- and sarcopenia-related research were obtained from the Web of Science Core Collection (WoSCC) database from its inception to April 1, 2022. Performance analysis, science mapping, and thematic clustering were performed by using the software VOSviewer and R package "bibliometrix." Bibliometric analysis (BA) guideline was applied in this study. Results: A total of 8,110 publications were extracted and only 7,510 (92.60%) were selected for final analysis. The production trend in nutrition and sarcopenia research was promising, and 1,357 journals, 107 countries, 6,668 institutions, and 31,289 authors were identified in this field till 2021. Stable cooperation networks have formed in the field, but they are mostly divided by region and research topics. Health and sarcopenia, metabolism and nutrition, nutrition and exercise, body compositions, and physical performance were the main search themes. Conclusions: This study provides health providers and scholars mapped out a comprehensive basic knowledge structure in the research in the field of nutrition and sarcopenia over the past 30 years. This study could help them quickly grasp research hotspots and choose future research projects.

What influences informal caregivers' risk perceptions and responses to home care safety of older adults with disabilities: A qualitative study.

Objective: This study aimed to explore the factors that influence risk perceptions and responses by informal caregivers of older adults with disabilities. Methods: A descriptive qualitative study was performed, and the socio-ecological framework was applied to interpret the complex influences on individual risk perceptions and responses. Semistructured interviews were conducted with 16 informal caregivers of older adults with disabilities. The interviews were transcribed verbatim and analyzed using content analysis. Results: The four levels of the socio-ecological framework successfully allowed for the analysis of influences on the risk perceptions and responses of informal caregivers as follows: at the individual level: previous experiences, personality characteristics, health literacy, and care burden; at the familial level: economic status, emotional connection, informational and decisional support; at the community level: health service accessibility and neighbor communication; and at the social level: responsibility-driven culture, media advocacy, and aging policies. Conclusions: The establishment of risk perceptions and coping behaviors by informal caregivers was affected by many factors. Using the framework to interpret our findings provided insight into the influence of these varying factors. Comprehensive, realistic, and achievable strategies are needed for improving the risk perceptions of informal caregivers in home care by addressing personal, familial, and social environmental factors.

A National Study of Patient Safety Culture and Patient Safety Goal in Chinese Hospitals.

OBJECTIVES: This study aimed to measure the patient safety culture and the current practice of patient safety goals in China. METHODS: This cross-sectional survey was conducted between November 2020 and November 2021. The 12-dimensions Hospital Survey on Patient Safety Culture questionnaire and the 14-items Survey on the Current Practice of Patient Safety Goal questionnaire were electronically distributed to 8164 healthcare providers across 26 provinces in China. Data were analyzed using descriptive statistics, correlation analysis, and multivariate linear regression. RESULTS: A total of 8164 surveys were received, of which 7765 were valid and analyzed. The average positive response rate for the Hospital Survey on Patient Safety Culture survey was 69.68% (43.41%-91.54%). The percentage of positive responses in 5 dimensions (organizational learning, teamwork within units, feedback about error, management support for safety, and teamwork across units) was above the control limits, and 3 (nonpunitive response to error, staffing, and frequency of event reporting) were below the control limits. The average positive response rate for the Survey on the Current Practice of Patient Safety Goal survey was 96.11%. Patient safety culture was positively related to the current practice of patient safety goals ( r = 0.34, P < 0.001). CONCLUSIONS: Our study concludes that although healthcare providers in China feel positively toward patient safety culture and practicably toward patient safety goals, considerable work is still needed to promote a patient safety movement.

Implementation of evidence in preventing medical device-related pressure injury in ICU patients using the i-PARIHS framework.

AIM: To examine the effectiveness of implementing the evidence in preventing medical device-related pressure injury (MDRPI) in intensive care patients. BACKGROUND: MDRPI is a common problem that significantly complicates patients' medical condition. However, evidence in preventing MDRPI is not properly implemented in clinical practice. METHODS: A pre- and post-implementation study was conducted using the Integrated Promoting Action on Research Implementation in Health Services (i-PARIHS) framework. A baseline survey was implemented; barriers and enablers of evidence implementation were analysed to inform facilitation support strategies, such as training nursing staff and developing resources and tools. Changes in nurses, patients and the system were assessed after evidence implementation. RESULTS: Nurses' knowledge scores and evidence compliance significantly improved. The incidence of MDRPI in patients decreased from 24.39% to 4.26%. Standardized care and workflows to prevent MDRPI were established. CONCLUSION: The i-PARIHS framework supported effective implementation of the evidence in preventing MDRPI, narrowing the gap between evidence and clinical practice. IMPLICATIONS FOR NURSING MANAGEMENT: We provide an effective case of transforming evidence into practice based on the i-PARIHS framework. It can be used as a reference for colleagues in intensive care unit (ICU) or other settings to implement MDRPI prevention.

Evidence summary for nonsurgical prevention and management of parastomal hernia in patients with enterostomy.

OBJECTIVE: To select and obtain the best evidence for parastomal hernia (PH) prevention in patients with enterostomy so as to provide reference for clinical practice to decrease the rate of PH. METHODS: Based on the method of evidence-based nursing, this paper proposes the prevention and management of PH in patients with enterostomy. The literature was checked according to the "6S" model, and literature evaluation standards (2016 edition) of JBI Evidence-based Health Care Center in Australia were adopted to evaluate the literature quality and evidence level of various studies. RESULTS: Combined with the judgment of professionals, 24 pieces of relevant evidence from 7 dimensions were summarized, including related controllable risk factors, diagnosis and identification, nutrition, the strength of abdominal wall muscle around the stoma, reduction of abdominal pressure, the use of belt on treatment of PH, and the prevention of complications related to PH. CONCLUSIONS: This study summarized the best evidence of nonsurgical prevention and management of PH in patients with enterostomy, and provided an evidence-based basis for nurses to carry out clinical work, so as to use scientific methods to manage and prevent the occurrence of PH in patients with enterostomy and improve the quality of care.

Adoption Intention and Factors Influencing the Use of Gerontechnology in Chinese Community-Dwelling Older Adults: A Mixed-Methods Study.

Objective: To explore the Chinese community-dwelling intention of older adults to adopt gerontechnology and its influencing factors. Design: A mixed-methods sequential explanatory design with an inductive approach was employed. In phase 1, a self-made questionnaire was administered from August 2018 to December 2019. Multifactor logistic regression was used to analyze the adoption intention and factors influencing the use of gerontechnology. In phase 2, participants completed a semistructured interview to explore the adoption intention of a specific form of gerontechnology, Smart Aged Care Platform, from May to July 2020. Setting: Twelve communities in three districts of Chongqing, China. Participants: Community-dwelling older adults were included. Results: A total of 1,180 older adults completed the quantitative study; two-thirds of them (68.7%) showed adoption intention toward gerontechnology. Nineteen participants (10 users and nine nonusers) completed the qualitative study and four themes were explored. Through a summarized understanding of the qualitative and quantitative data, a conceptual model of influencing factors, namely, predictive, enabling, and need factors, was constructed. Conclusions: This study reveals that most Chinese community-dwelling older adults welcome the emergence of new technologies. However, there was a significant difference in the adoption intention of gerontechnology in Chinese community-dwelling older adults based on their sociodemographic and psychographic characteristics. Our findings extend previous technology acceptance models and theories and contribute to the existing resource base.

Research on safety in home care for older adults: A bibliometric analysis.

AIM: This study aimed to describe and visualize the current research state and collaborative networks in home care safety for older adults over the past 11 years to analyse the gaps of research and future research trends. BACKGROUND: The amount of research on safety in home care for older adults is increasing. It is necessary to understand the status of development and main research topics and identify the main contributors and their relationships. METHODS: A total of 2,631 publications were retrieved from the Web of Science. The external characteristics of the publications were summarized with the Web of Science and Histcite. Collaborative networks and keywords were analysed and visually displayed using analysis tools. RESULTS: The number of articles increased over the years. Articles were identified from 79 countries, 3,630 institutions, 647 journals and 11,691 authors, and complex cooperative relations among them and five research topics were identified. CONCLUSION: Research on home care safety for older adults is developing steadily, and this field may be understood to a greater extent in the future. Countries, institutions and scholars need to cooperate more in this research field. IMPLICATIONS FOR NURSING MANAGEMENT: This study contributes important information for understanding achievements in the research field of home care safety and provides insights into future research.

Experiences and responses of nursing students as second victims of patient safety incidents in a clinical setting: A mixed-methods study.

AIM: To investigate the degree of second victim syndrome among nursing students in clinical practice and determine the rehabilitation process. BACKGROUND: Empirical evidence suggests that health care providers who are considered second victims suffer from various difficulties. Nursing students in a clinical setting could be potential second victims, but few studies have quantitatively investigated the experiences and explored their response processes. METHODS: A mixed-methods design was used. A questionnaire was sent to nursing students via a link to an electronic survey, and a semi-structured interview was conducted to explore their response process as second victims. RESULTS: The quantitative results showed that nursing students in the clinical setting suffered second victim-related distress and that the most significant influences were psychological distress and professional efficacy. Four stages of rehabilitation experiences emerged from the qualitative data. CONCLUSION: Being a second victim for nursing students in a clinical setting is psychological suffering, and although they can be expected to recover, an impact on professional efficacy is inevitable. IMPLICATIONS FOR NURSING MANAGEMENT: Nursing managers must be aware that nursing students in a clinical setting might experience difficult situations after patient safety incidents and that developing appropriate programmes to support at-risk students is important.