The examination of the relationships among digital addiction, loneliness, shyness, and social anxiety in adolescents / El examen de las relaciones entre adicción digital, soledad, timidez y ansiedad social en adolescentes

La adicción digital, que se determina como un problema común entre los adolescentes en los últimos años, afecta negativamente la vida de los adolescentes en muchos aspectos. El objetivo del estudio es examinar las relaciones entre la adicción digital, la soledad, la timidez y la ansiedad social de los adolescentes. Gate se reunió con adolescentes que completaron la Escala de adicción digital, la versión corta de la Escala de soledad de UCLA, la Escala de timidez y la Escala de gravedad del trastorno de ansiedad social DSM-5 - Formulario infantil. Las hipótesis sugeridas se han probado utilizando los datos recopilados de 991 adolescentes y un análisis de regresión jerárquica. Los resultados de la investigación encontraron una relación positiva y significativa entre la adicción digital, la soledad, la timidez y la ansiedad social entre los adolescentes. Además, los hallazgos muestran que la adicción digital, la soledad y la timidez predicen la ansiedad social. Los resultados obtenidos demuestran que la adicción digital, la soledad y la timidez tienen efecto sobre la ansiedad social. Según los hallazgos, se sugiere aplicar diversas intervenciones educativas por parte de profesionales de la salud mental a adolescentes que presenten signos de adicción digital, soledad, timidez y ansiedad social.(AU)

Digital addiction, which is determined as a common problem among adolescents in the last years, affects the lives of adolescents nega-tively in terms of many aspects. The aim of the study is to examine the re-lationships between adolescents' digital addiction, loneliness, shyness and social anxiety. Gate gathered from adolescents who completed Digital Ad-diction Scale, Short Form of UCLA Loneliness Scale, Shyness Scale, and DSM-5 Social Anxiety Disorder Severity Scale -Child Form. The suggest-ed hypotheses have been tested using the data gathered from 991 adoles-cents and hierarchical regression analysis. The research findings found a positive and significant relationship between digital addiction, loneliness, shyness and social anxiety among adolescents. Furthermore, the findings show that digital addiction, loneliness, and shyness predict social anxiety. The results obtained prove that digital addiction, loneliness and shyness have an effect on social anxiety. According to the findings, it is suggested to applyvarious educational interventions by mental health professionals to adolescents who show signs of digital addiction, loneliness, shyness, and social anxiety.(AU)

Effect of empowering leadership on employees' workplace loneliness: a moderated mediation model.

Background: Workplace loneliness has become a prevalent experience among employees in organizations; however, there is limited empirical research on how leaders can address and mitigate this issue. Drawing upon self-determination theory and empowering leadership theory, this study examines the impact of empowering leadership on workplace loneliness by exploring the mediator of role breadth self-efficacy and the moderator of leader-member conversational quality. Methods: A time-lagged research design was used, collecting data through a two-wave online survey involving 531 employees in Chinese public sectors. The participants consisted of 321 males and 210 females, with an average age of 35 years (SD = 7.36). Results: Our findings indicate that empowering leadership positively influences employees' role breadth self-efficacy, reducing their workplace loneliness. Moreover, leader-member conversational quality strengthens this indirect effect, suggesting that empowering leadership is more effective in reducing workplace loneliness when leader-member conversational quality is high. Conclusion: This study expands and enriches research on the antecedents of workplace loneliness from the leadership approach, providing valuable insights for organizations to implement interventions that effectively alleviate employees' workplace loneliness.

Hidradenitis suppurativa and psychosocial well-being: a cross-sectional survey analysis from the All of Us research program.

Hidradenitis suppurativa (HS) is a chronic inflammatory cutaneous disease that often leads to decreased quality of life. Prior research assessing stress and discrimination related to stigmatization of those with HS is limited. The aim of this study was to examine the association between HS and the following factors related to psychosocial well-being: stress, discrimination, and loneliness. We performed secondary analysis of participants 18 years and older registered in the National Institutes of Health's All of Us Research Program in March 2024. The study sample was limited to individuals who had completed ≥ 1 of 4 psychosocial well-being surveys. Among 1,352 individuals with HS, 135 were included in the sample. Among 208,290 individuals without HS, 56,902 were included. The following surveys assessed loneliness, stress, perceived discrimination in everyday settings, and perceived discrimination in medical settings, respectively: the UCLA Loneliness Scale, Cohen Perceived Stress Scale, Everyday Discrimination Scale, and Discrimination in Medical Settings Scale. The association between HS and survey scores was modeled using multivariable linear regression adjusted for self-reported sex, self-reported race and ethnicity, age, and income. In an unadjusted model, those with HS reported a significantly higher degree of stress (MeanHS (SD) = 21.5 (4.74); Meannon-HS (SD) = 19.8 (3.98); p < 0.001), discrimination in everyday settings (MeanHS (SD) = 18.9 (8.16); Meannon-HS (SD) = 16.0 (7.06); p < 0.0001), and discrimination in healthcare settings (MeanHS (SD) = 1.77 (0.64); Meannon-HS (SD) = 1.56 (0.62); p < 0.001). After adjusting for sex, race, age, and income, the association between HS and discrimination in healthcare settings was non-significant; however, associations between HS and increased levels of perceived stress and everyday discrimination remained significant. Low survey completion rates and demographic differences between those who did and did not complete the study surveys may limit generalizability of results. Findings suggest that those with HS may benefit from regular screening for psychosocial well-being and provision of support resources.

Loneliness and risky behaviours among mobile fishers in Elmina, Ghana: a convergent parallel mixed-method study.

BACKGROUND: Loneliness affects individuals of all age groups, and mobile fishers are susceptible to loneliness due to the nature of their occupation. However, there is no study examining loneliness and risky behaviours among fishers in Ghana. Therefore, the purpose of this study was to examine fishers' mobility history, prevalence of loneliness, predictors of loneliness, effects of loneliness on fishers, coping strategies to address loneliness, and prevalence of risky behaviour among fishers in Elmina, Ghana. METHODS: This is a convergent parallel mixed-method study involving 385 fishers in Elmina. A questionnaire and interview guides were used to collect data from respondents. Descriptive statistics, Pearson's chi-square and Fisher exact tests, and binary logistic regression were used to analyse the quantitative data, while the qualitative data were analysed thematically. RESULTS: From the quantitative findings, most fishers were mobile (54.5%) and travelled alone (45.7%). Approximately 83% of the fishers experienced loneliness. Male fishers (AOR = 0.049; 95% CI = 0.003-0.741; p-value = 0.030), fishers affiliated with the African Traditionalist religion (AOR = 0.043; 95% CI = 0.002-0.846; p-value = 0.038), and fishers who travelled with their working colleagues (AOR = 0.002; 95% CI = 0.000-0.023; p-value = ≤ 0.001), were less likely to be experience loneliness. Feeling bored, isolated and worried/anxious were the main perceived effects of loneliness. Alcohol consumption and finding a companion to spend time with were the main strategies fishers used to cope with their loneliness. Most male fishers consumed alcohol (92.5%; p-value = ≤ 0.001) and spent time with companions (73.5%; p-value = ≤ 0.001) to cope with their loneliness. The quantitative and qualitative findings showed that fishers engaged in risky behaviours (excessive alcohol consumption, casual sex, and smoking marijuana and tobacco). From the quantitative findings, more male fishers engaged in excessive alcohol consumption (97.6% vs. 74.5%; p-value = ≤ 0.001), casual sex (88.2% vs. 61.7%, p-value = ≤ 0.001), smoking marijuana (43.0% vs. 13.0%, p-value = ≤ 0.001) and tobacco (49.4% vs. 19.1%; p-value = 0.001) than female fishers. CONCLUSIONS: Loneliness and risky behaviours were common among fishers. Therefore, there is an urgent need to design interventions to help reduce loneliness and risky behaviour among fishers.

Cognitive Impairment and Its Associated Determinants Among the Elderly Population of Telangana, India: An Analytical Prevalence Study.

INTRODUCTION: Dementia is an insidious cognitive disorder featuring a decline in cognition that is not well explained by the physiology of aging. Dementia includes a group of disorders that are distinguished by a gradual loss of both cognition and the capability to execute day-to-day functions. MATERIALS AND METHODS: We conducted a cross-sectional study among 384 elderly participants in areas surrounding the All India Institute of Medical Sciences, Bibinagar, Telangana, India. Those with more than 65 years of age were included in the study, and those suffering from serious illnesses were excluded. The Montreal Cognitive Assessment (MOCA) scale, the University of California and Los Angeles (UCLA) Loneliness Scale, and the Patient Health Questionnaire (PHQ-9) were used to assess cognitive status, loneliness, and depression, respectively, among the study participants. Logistic regression was performed to identify factors associated with cognitive impairment (CI), depression, and loneliness. RESULTS: The average MOCA score of the study participants was 14.9 ± 6.9, with 28.6% of the participants exhibiting severe CI. Nearly half of the participants (49.2%) experienced moderate to high degrees of loneliness, and 39.3% experienced moderate to severe depression. Important factors found to be associated with severe CI were illiteracy (adjusted odds ratio (AOR): 2.85, 95% CI: 1.35-4.45), urban residence (AOR: 0.18, 95% CI: 0.04-0.81), living with a spouse (AOR: 0.23, 95% CI: 0.11-0.78), not consuming alcohol (AOR: 0.35, 95% CI: 0.14-0.87), and depression (AOR: 4.49, 95% CI: 1.37-14.67). CONCLUSION: CI is a serious public health problem in India. With the increasing proportion of the elderly population in the near future, CI levels will increase, especially in countries like India. Timely interventions such as early identification through community-based screening, the inclusion of a geriatric health component in primary health care, and proper counseling will help address this problem at a grassroots level.

Associations of state and chronic loneliness with interpretation bias: The role of internalizing symptoms.

Loneliness is common and, while generally transient, persists in up to 22% of the population. The rising prevalence and adverse impacts of chronic loneliness highlight the need to understand its underlying mechanisms. Evolutionary models of loneliness suggest that chronically lonely individuals demonstrate negative interpretation biases towards social information. It may also be that such biases are exacerbated by momentary increases in state loneliness, or elevated anxiety or depression. Yet, little research has tested these possibilities. The current study aimed to advance understandings of loneliness by examining associations of chronic loneliness with individual differences in negative interpretation bias for social (relative to non-social) stimuli, and testing whether these associations change in the context of increased state loneliness and current levels of anxiety and depressive symptoms. These aims were explored in 591 participants who completed an interpretation bias task before and after undergoing a state loneliness induction. Participants also self-reported chronic loneliness, anxiety, and depression. Linear mixed models indicated that only state (but not chronic) loneliness was associated with more positive interpretations of non-social stimuli, with greater anxiety and depressive symptoms predicting more negative interpretations. Implications of these findings for present theoretical models of loneliness are discussed.

Socially isolated, but not lonely in lockdown: Exploring the role of reflective functioning as a protective factor in the early days of the COVID-19 pandemic in Germany.

INTRODUCTION: Loneliness is a pressing public mental health issue. So far, there has been a paucity of investigations focused on the individual differences modulating this subjective feeling in the face of difficult circumstances, e.g., the COVID-19 pandemic. As such, the present study aimed to investigate the role of mentalization; given that the construct comprises reflection abilities that might be particularly relevant to the pandemic's interpersonal challenges. METHODS: A survey representative of the German population was conducted from May to June 2020 (N = 2503). We examined mentalization, operationalized as reflective functioning (RF) and measured using the Mentalization Questionnaire (MZQ), both as a protective factor against loneliness on its own and as a moderator of the association of social isolation with loneliness. RESULTS: Of the overall sample, 822 (32.8 %) individuals reported social isolation. Worse RF was moderately associated with higher levels of loneliness (r = 0.433, p < .001). A linear regression model (controlling for sociodemographic characteristics and general personality pathology) confirmed this positive association, but also indicated an interaction effect of RF and social isolation in the statistical prediction of loneliness. Stratified models showed that RF was a comparatively weaker statistical predictor of loneliness among the socially isolated. DISCUSSION: This representative population study expanded our knowledge about the factors shaping loneliness in the population. RF emerged as a potentially modifiable protective influence. Further research needs to clarify the mechanisms through which it mitigates loneliness. LIMITATIONS: The cross-sectional design does not give insight into the temporal association of RF and loneliness.

Estimating risk of loneliness in adulthood using survey-based prediction models: A cohort study.

It is widely accepted that loneliness is associated with health problems, but less is known about the predictors of loneliness. In this study, we constructed a model to predict individual risk of loneliness during adulthood. Data were from the prospective population-based FinHealth cohort study with 3444 participants (mean age 55.5 years, 53.4% women) who responded to a 81-item self-administered questionnaire and reported not to be lonely at baseline in 2017. The outcome was self-reported loneliness at follow-up in 2020. Predictive models were constructed using bootstrap enhanced LASSO regression (bolasso). The C-index from the final model including 11 predictors from the best bolasso -models varied between 0.65 (95% CI 0.61 to 0.70) and 0.71 (95% CI 0.67 to 0.75) the pooled C -index being 0.68 (95% CI 0.61 to 0.75). Although survey-based individualised prediction models for loneliness achieved a reasonable C-index, their predictive value was limited. High detection rates were associated with high false positive rates, while lower false positive rates were associated with low detection rates. These findings suggest that incident loneliness during adulthood. may be difficult to predict with standard survey data.

Growth mindset and well-being in social interactions: countering individual loneliness.

Introduction: Loneliness is a prevalent negative emotion experienced by college students. This study explores the relationship between a growth mindset and loneliness among college students. Methods: A total of 560 college students completed the Growth Mindset Scale (GMS), UCLA Loneliness Scale (UCLA), Interpersonal Relationships Assessment Scale (IRS), and two measures assessing distinct facets of well-being the Satisfaction with Life Scale (SWLS) and the revised Positive Affect and Negative Affect Scale (PANAS). Results and discussion: The results found a significant negative correlation between a growth mindset and loneliness. A growth mindset negatively predicted loneliness through the chain-mediated effects of interpersonal distress and well-being. These findings underscore the important role of a growth mindset in influencing loneliness, providing teachers and practitioners a new perspective to understand and intervene college students' psychological challenges.

Compulsive digital use: the risk and link of loneliness among adolescents.

PURPOSE OF REVIEW: The current rise of digital technologies is causing adolescents to spend more time on their digital devices, especially since the lockdown period of the pandemic. Adolescents are among those who are affected by lifestyle changes and are at risk of digital addiction due to the overuse of digital technologies. This opinion paper discusses the possible risk of loneliness among adolescents due to the overuse of digital devices. In this article, we would like to propose the concept of digital abuse and its risk of loneliness, as well as discuss some proposed solutions by referring to recent statistics and research evidence to reduce digital abuse among adolescents. RECENT FINDINGS: Evidence from previous studies highlights the association between digital addiction and loneliness among adolescents. Overusing digital devices among adolescents is also associated with various physical and psychological side effects. SUMMARY: Recent findings support the rapid rise of digital device usage among adolescents and its contributions to digital use. More research is needed to support existing interventions, provide early screening, and combat digital addiction to protect adolescents from the risks of loneliness due to the overuse of digital devices.

Development of a tool measuring various aspects of social detachment: The social detachment questionnaire for older population.

BACKGROUND: Social detachment includes the subjective aspect "loneliness" and the objective aspect "social isolation," but tools to assess both dimensions are limited. This study aims to develop a questionnaire, the Social Detachment Questionnaire for Older Population (SDQO), that considers multiple dimensions of social detachment simultaneously. METHODS: The study collected 600 valid samples from individuals aged 55 and above to examine the psychometric properties of the developed SDQO. Item analysis was conducted to assess the performance of each item, and exploratory factor analysis (EFA) was employed to analyze its initial structure and eliminate less ideal items. Subsequently, confirmatory factor analysis (CFA) was used to examine the model fit of the suggested structure by EFA, using different subsamples. Internal consistency, concurrent validity, and other analyses were also performed. RESULTS: The original 27-item SDQO was reduced to 17 items after removing 4 questions in item analysis and 6 questions in EFA. The Cronbach's alpha for the 17-item version of SDQO was 0.80. Both EFA and CFA supported its 6-factor structure, with factors identified as community activities, loneliness, personal resources, leisure activities, friendship, and family resources. SDQO also demonstrated expected performance in concurrent validity. CONCLUSION: The 17-item version of SDQO exhibited good reliability and validity, measuring various aspects of social detachment behavior, feelings, and resources. It holds value for future research applications.

Analysis of changes in social isolation, loneliness, or both, and subsequent cognitive function among older adults: Findings from a nationwide cohort study.

INTRODUCTION: The study aimed to investigate the associations of changes in social isolation, loneliness, or both, with cognitive function. METHODS: Data were from 7299 older adults in the Chinese Longitudinal Healthy Longevity Survey. We defined four change patterns (no, incident, transient, and persistent) for social isolation and loneliness, and created nine-category variable to represent the joint changes. Tobit regression models and Cox models were performed. RESULTS: Incident, transient, and persistent social isolation or loneliness may accelerate cognitive decline (p < 0.05). Incident, transient, and persistent social isolation were associated with higher cognitive impairment risk, while only persistent loneliness was associated with higher cognitive impairment risk (p < 0.001). Notably, short-term or persistent social isolation was associated with accelerated cognitive decline and incident cognitive impairment, regardless of different loneliness change status (p < 0.05). DISCUSSION: Short-term or persistent social isolation and persistent loneliness may be a salient risk factor for cognitive decline and cognitive impairment. HIGHLIGHTS: Incident, transient, and persistent social isolation were associated with accelerated cognitive decline and higher cognitive impairment risk. Persistent loneliness was associated with accelerated cognitive decline and higher cognitive impairment risk. Short-term or persistent social isolation with concurrent different loneliness change status accelerated cognitive decline and higher cognitive impairment risk.

Navigating the depths: exploring seafarers' psychological well-being on board, anchored by the mediating role of resilience and loneliness.

BACKGROUND: This study investigates seafarers' loneliness as a mediating variable between psychological well-being and resilience, and tests resilience as a mediating variable between psychological well-being and loneliness. It also examines the challenges faced by seafarers on different types of ships and evaluates the mediating roles of resilience and loneliness. MATERIALS AND METHODS: The research uses descriptive data analysis, reliability analysis, correlation analysis, and mediation analysis with bootstrap-based regression models. An online survey was conducted with 471 active Turkish seafarers using a sociodemographic questionnaire and three standardized scales measuring psychological well-being (PW), loneliness at work (LAW), and psychological resilience (PR). Data were collected between 01/07/2023 and 01/09/2023. RESULTS: The findings indicate that ship type is a significant factor in the mediating roles of loneliness at work and psychological resilience. There is a partial mediating role of loneliness at work and resilience in psychological well-being across different ship types. Specifically, loneliness at work partially mediates the relationship between psychological resilience and psychological well-being among seafarers on tanker or bulk carrier vessels, but not on container vessels. CONCLUSIONS: The study concludes with suggestions to address the mental health challenges faced by seafarers, emphasizing the importance of ship type in the mediating roles of loneliness and resilience. Regarding the mediating role of loneliness at work, it has been determined that there is partial mediation between psychological resilience and psychological well-being among seafarers working on tanker or bulk carrier vessels. However, on container vessels, loneliness at work does not mediate the relationship between psychological well-being and psychological resilience. Based on these findings, the authors conclude by offering a range of helpful solutions to address this problem.

Food insecurity and mobility difficulty in middle-aged and older adults: The importance of bio-psychosocial factors.

OBJECTIVE: Food insecurity has been associated with mobility difficulty (MD) in old age. However, there is a scarcity of research on this topic from low- and middle-income countries, while the bio-psychological factors underlying this association are largely unknown. We investigated the food insecurity-MD link in Ghana and explored how sleep, anxiety, loneliness, and physical activity (PA) mediate the association. METHODS: Community-based, representative cross-sectional data from the Aging, Health, Well-being, and Health-seeking Behavior Study were analyzed (N = 1201; Mage = 66.5; women = 63%). MD was assessed with items from the SF-36 of the Medical Outcomes Study. We assessed food insecurity with items on hunger and breakfast-skipping frequency due to lack of food and resources. Adjusted OLS and mediation models via bootstrapping technique evaluated the associations. RESULTS: Results revealed the expected association between food insecurity and MD, such that greater food insecurity was significantly and positively associated with MD across paths (from ß = 0.33 to ß = 0.42, p < .001). Analyses of indirect effects showed that sleep problems (27.8%), anxiety (15.5%), loneliness (17.5%), and PA (18.0%) mediated the association between food insecurity and MD. Cross-level interactions revealed that food insecurity significantly modified the link between each mediator and MD. CONCLUSIONS: Our data provide novel evidence that bio-psychological mechanisms may underlie the food insecurity-MD link and should, therefore, be considered relevant targets for interventions to prevent/manage MD in later life.

Investigating the interplay of loneliness, computer-mediated communication, online social capital, and well-being: insights from a COVID-19 lockdown study.

Introduction: Recent studies have found that there is scope for communication technologies to increase online social capital. Although studies have linked online social capital and mental well-being, there is a need to identify the causal pathways within this relationship. This study explores the role of loneliness in the relationship between computer-mediated communication, online social capital and well-being. Methods: The study used an online questionnaire and had 217 participants. William's 2006 scale was used to measure individuals' online social capital, and structural equational modelling (SEM) was used to explore the relationship between computer-mediated communication, use, levels of loneliness, online social capital and well-being. This study was conducted remotely during the first COVID-19 lockdown in Ireland. Results: High levels of online communication mitigated the otherwise negative effects of loneliness on well-being when online interaction fostered online social capital. Conclusion: Overall, the proposed model offers qualified support for the continued analysis of technology-mediated communication as a potential source for building online social capital and improving the well-being of particular individuals with high levels of loneliness.

Abuse and other factors related to depression in older Ecuadorian adults.

Objective: To identify abuse and other risk factors associated with depression in older Ecuadorian adults using data from the 2012 Ecuador's Survey of Health, Welfare, and Aging (SABE). Methods: This cross-sectional study analyzed data from the 2012 SABE survey, which included 5235 adults aged 60 and above. The study evaluated residence, education level, ethnic self-identification, self-perceived health and memory, loneliness, cognitive status, and abuse. Depression was assessed using the Yesavage Depression Scale, short version (YDS-SV). Categorical variables were analyzed with the Chi-square test, differences between groups were calculated with the Kruskal-Wallis test, and multiple linear regression analysis was performed. A p-value of ≤0.05 was considered statistically significant. Results: The mean age was 71.39 ± 8.59 years and 55.10% of the sample were women. Abuse was absent in 72.1% (3.773) of the population. The Chi-square test indicated significant associations between depression and poor self-reported health (P = 0.000) and indigenous ethnicity (P = 0.000). Multiple linear regression analysis revealed that age (P < 0.001), abuse (p < 0.001), cognitive status (P = 0.002), and living alone (P = 0.034) significantly contributed to mood as assessed by the YDS-SV. No statistically significant association was found for perceived health status or place of residence (urban or rural). Conclusions: Risk factors associated with depression in older Ecuadorian adults include advanced age, living alone, cognitive decline, poor self-perception of health and cognition, and abuse.

Improvements in mental health associated with increased electronic communication and deterioration in physical health in adults aged 50+ during the COVID-19 pandemic.

Background: Previous studies have documented changes in physical health, mental health and social parameters during COVID-19. At the same time, there are no comprehensive analyses of these parameters designed as longitudinal studies on large-scale older populations before and during the pandemic. Objective: This longitudinal study aims to provide a quantitative analysis of the COVID-19 impact on the physical, mental, and social parameters in adults aged 50 and older before, in the early stages, and during the COVID-19 pandemic. Methods: The data for this study were collected from three waves of the Survey of Health, Ageing and Retirement in Europe (SHARE), a supranational longitudinal database: pre-COVID (October 2019-March 2020), early-COVID (June-September 2020), and during-COVID (June-August 2021). The sample included 31,526 individuals, compared across the three-time points through nonparametric group comparison tests. Results: Physical health was subjectively rated as poorer in the during-COVID wave compared to the pre-COVID wave. Additionally, the number of illnesses or health conditions reported in the during-COVID wave was significantly higher than in the pre-COVID wave, with the biggest increases registered for cardiovascular diseases. The results also show that employment and overall social contact decreased while loneliness increased over time. Unexpectedly, mental health issues, such as sadness or depression and trouble sleeping, decreased significantly in the COVID waves compared to the pre-COVID wave. The analysis of two additional pre-COVID waves (2015, 2017) revealed that poorer pre-COVID mental health reflected in high values of sadness or depression and trouble sleeping was not an isolated peak but represented a typical baseline. The positive influence on the individuals' mental health during COVID-19 was found to be electronic communication, which showed higher values than face-to-face communication and lowered the odds of sadness or depression. Conclusion: Future policies should thus consider the positive impact of electronic contacts on mental health to promote overall health in adults aged 50 and older.

Efficacy of relational agents for loneliness across age groups: a systematic review and meta-analysis.

BACKGROUND: Loneliness is a serious public health concern. Although previous interventions have had some success in mitigating loneliness, the field is in search of novel, more effective, and more scalable solutions. Here, we focus on "relational agents", a form of software agents that are increasingly powered by artificial intelligence and large language models (LLMs). We report on a systematic review and meta-analysis to investigate the impact of relational agents on loneliness across age groups. METHODS: In this systematic review and meta-analysis, we searched 11 databases including Ovid MEDLINE and Embase from inception to Sep 16, 2022. We included randomised controlled trials and non-randomised studies of interventions published in English across all age groups. These loneliness interventions, typically attempt to improve social skills, social support, social interaction, and maladaptive cognitions. Peer-reviewed journal articles, books, book chapters, Master's and PhD theses, or conference papers were eligible for inclusion. Two reviewers independently screened studies, extracted data, and assessed risk of bias via the RoB 2 and ROBINS-I tools. We calculated pooled estimates of Hedge's g in a random-effects meta-analysis and conducted sensitivity and sub-group analyses. We evaluated publication bias via funnel plots, Egger's test, and a trim-and-fill algorithm. FINDINGS: Our search identified 3,935 records of which 14 met eligibility criteria and were included in our meta-analysis. Included studies comprised 286 participants with individual study sample sizes ranging from 4 to 42 participants (x̄ = 20.43, s = 11.58, x̃ = 20). We used a Bonferroni correction with αBonferroni = 0.05 / 4 = 0.0125 and applied Knapp-Hartung adjustments. Relational agents reduced loneliness significantly at an adjusted αBonferroni (g = -0.552; 95% Knapp-Hartung CI, -0.877 to -0.226; P = 0.003), which corresponds to a moderate reduction in loneliness. CONCLUSION: Our results are currently the most comprehensive of their kind and provide promising evidence for the efficacy of relational agents. Relational agents are a promising technology that can alleviate loneliness in a scalable way and that can be a meaningful complement to other approaches. The advent of LLMs should boost their efficacy, and further research is needed to explore the optimal design and use of relational agents. Future research could also address shortcomings of current results, such as small sample sizes and high risk of bias. Particularly young audiences have been overlooked in past research.

Could differential under-reporting of loneliness between men and women bias the gender-specific association between loneliness duration and rate of memory decline? A probabilistic bias analysis of effect modification.

Gender is an observed effect modifier of the association between loneliness and memory aging. However, this effect modification may be a result of information bias due to differential loneliness under-reporting by gender. We applied probabilistic bias analyses to examine whether effect modification of the loneliness-memory decline relationship by gender is retained under three simulation scenarios with various magnitudes of differential loneliness under-reporting between men and women. Data were from biennial interviews with adults aged 50+ in the US Health and Retirement Study from 1996-2016 (5,646 women and 3,386 men). Loneliness status (yes vs. no) was measured from 1996-2004 using the CES-D loneliness item and memory was measured from 2004-2016. Simulated sensitivity and specificity of the loneliness measure were informed by a validation study using the UCLA Loneliness Scale as a gold standard. The likelihood of observing effect modification by gender was higher than 90% in all simulations, although the likelihood reduced with an increasing difference in magnitude of the loneliness under-reporting between men and women. The gender difference in loneliness under-reporting did not meaningfully affect the observed effect modification by gender in our simulations. Our simulation approach may be promising to quantify potential information bias in effect modification analyses.

Being alone after late-life divorce: freedom and loneliness from an intergenerational familial/dyadic perspective.

OBJECTIVES: To examine in-depth experiences of loneliness and freedom after late-life divorce from an intergenerational familial/dyadic perspective in a family-oriented society that also values self-determination. Considering the expansion of late-life divorce, it is important to understand its consequences for the family wellbeing. METHOD: According to phenomenology tradition, data was collected through 51 semi-structured qualitative interviews, comprised from 7 family units (n = 33) including all/most family members and 9 parent-child dyads (n = 18), using thematic-analysis and dyadic interview-analysis principles. Analyzing family units enables a more complex examination of the phenomena, providing a holistic view of family life. RESULTS: Loneliness and freedom experienced simultaneously was the most common. A gap was identified between generations regarding benefits and costs of late-life divorce. Whereas most divorcees emphasized the benefits of freedom, most of their adult-children mainly described the disadvantages of loneliness, perceiving both loneliness and freedom as negative. CONCLUSION: Late-life divorce is a complex experience comprised of both loneliness and freedom. Each generation experiences the benefits and costs of late-life divorce differently. Unique aspects of freedom and loneliness at old age in a socio-cultural context located between self-determination and family-oriented are discussed, including strategies of coping with loneliness. Implications for families and professionals are presented.