Depressive Symptoms In Adults Research Articles

Mediation effects of subjective social status and personality traits between childhood nurturing experiences and depressive symptoms in adult volunteers.

Various risk factors, such as childhood nurturing experiences and subjective social status, have been identified to be involved in the onset of depression. However, the mechanism of depression is not yet fully understood. In this study, we hypothesized that nurturing experienced in childhood affects subjective social status and current personality traits, which in turn influence depressive symptoms in adulthood, and verified this hypothesis through structural equation modeling. A questionnaire survey was conducted on 404 adults. Multiple regression analysis and structural equation modeling were conducted using demographic information and scores for the Patient Health Questionnaire-9, Parental Bonding Instrument, and NEO Five-Factor Inventory. Subjective social status was found to mediate the association between nurturing experiences and neuroticism (0.029 for Overprotection and -0.034 for Care). On the other hand, neuroticism was found to mediate the association between subjective social status and depressive symptoms (-0.097 in Care model and -0.103 in Overprotection model), as well as the association between nurturing experiences and depressive symptoms (0.144 for Overprotection and -0.134 for Care). Furthermore, it was also shown that complex paths, in which the association of nurturing experiences with depressive symptoms was mediated by two factors, namely, subjective social status and neuroticism, were statistically significant as indirect effects (0.016 for Overprotection and -0.018 for Care). In this study, we clarified that nurturing experienced in childhood affects neuroticism in adulthood, which is mediated by subjective social status, and furthermore, the effects of nurturing on neuroticism lead to varying levels of depressive symptoms in adulthood. The mediation effects demonstrated in the present study may contribute towards unraveling the causes of depression and developing effective treatments for depressive symptoms.

Digital Contact as Strain or Support: How Does Type of Contact Shape the Association between Mother-child Interactions and Adult Children's Depressive Symptoms in Later-life Families?

This paper aims to extend research on the association between mother-child contact and adult children's psychological well-being in later-life families by differentiating between in-person, virtual, and written digital contact, examining the moderating role of children's gender, and exploring the processes that underlie these associations. Mixed-methods data were collected from 250 adult children nested within 131 families as part of the third wave of the Within-Family Differences Study. On average, adult children were 59 and mothers were 88 years of age. Multilevel analyses revealed that interacting with mothers through written digital media was associated with higher depressive symptoms among adult children, whereas mother-child in-person and virtual digital contact was not associated with children's depressive symptoms. When stratifying the sample by children's gender, we found that mother-child written digital contact was associated with higher depressive symptoms among daughters, but not sons. Qualitative analyses suggested that adult daughters' psychological well-being was negatively associated with written digital contact with their mothers because this medium of interaction typically fell short of daughters' expectations for emotionally enriching exchanges. This study revealed differences in how virtual and written digital contact are associated with psychological well-being among adult daughters, but not sons, suggesting that it is important to consider type of contact, gender of interactants, and content of exchanges when studying the associations between digital communication and relational and psychological well-being and designing intervention programs and digital communication technologies.

Trajectories of depressive symptoms in Korean adults with diabetes: Individual differences and associations with life satisfaction and mortality.

We examined trajectories of depressive symptoms and their predictors in adults with diabetes. We assessed whether these trajectories were related to life satisfaction and mortality. Longitudinal, prospective observational study. We analysed data from 1217 adults with diabetes (aged ≥45 years) in the Korean Longitudinal Study of Aging (2006-2018). Three trajectories of depressive symptomology were identified in growth mixture models: low/stable (i.e., low and stable levels of symptoms; 85.56%), high/decreasing (i.e., high levels of symptoms with a decreasing trajectory; 7.47%), and moderate/increasing (i.e., moderate levels of symptoms with an increasing trajectory; 6.98%). Participants with poor perceived health status at baseline were more likely to be in the moderate/increasing or high/decreasing classes than in the low/stable class. The moderate/increasing class had the lowest satisfaction with quality of life, followed by the high/decreasing and low/stable classes. The moderate/increasing and the high/decreasing classes had lower satisfaction with relationships with spouse and children than the low/stable class. The high/decreasing class had a higher mortality risk than the low/stable class. Long-term monitoring of depressive symptoms in adults with diabetes is warranted given their potential adverse impact on life satisfaction and mortality.

Examining associations of air pollution and green space with depressive symptoms in adults: A LongITools cross-cohort analysis

Examining associations of air pollution and green space with depressive symptoms in adults: A LongITools cross-cohort analysis

Chronic Musculoskeletal Pain is Associated With Depressive Symptoms in Community-Dwelling Older Adults Independent of Physical Activity. Experimental Aging Research

ABSTRACT Background Prevalence of chronic musculoskeletal pain and depressive symptoms in adults is high; however, whether there is an association between these conditions in older adults is unknown. Objective The aim of this study was to investigate the association of depressive symptoms with chronic musculoskeletal pain, and specifically with chronic LBP and knee osteoarthritis (OA), in community-dwelling older adults. In addition, we explored whether physical activity can mitigate these associations. Methods A cross-sectional study design. A cross-sectional study design. Participants recruited were older adults (age ≥60 years) living in the community. Chronic musculoskeletal pain was assessed by specific questions regarding the presence of chronic LBP and knee OA. Depressive symptoms were assessed with the Center for Epidemiologic Studies Depression Scale. Multivariable regression model adjusted for potential confounders (i.e., age, sex, economic status, body composition, and physical activity) was used to investigate the association between chronic musculoskeletal pain and depressive symptoms. Separate analyses were also conducted for older adults with LBP and with knee OA. Results A total of 509 (69% women) older adults were recruited. The regression analysis showed that musculoskeletal pain was associated with higher depressive symptoms ( β = 2.52, 95% CI: 0.50 to 4.54; p-value < .05) compared with older adults without chronic musculoskeletal pain. Similarly, in the fully adjusted model, which included physical activity, LBP was associated with higher depressive symptoms ( β = 2.80, 95% CI: 0.82 to 4.79; p-value < .01). The association between knee OA and depressive symptoms was not statistically significant after adjusting for physical activity ( β = 2.00, 95% CI: −0.13 to 4.13; p-value = .06). Conclusion Older adults with chronic musculoskeletal pain have higher depressive symptoms scores, when compared to those without musculoskeletal pain. Physical activity does not seem to influence this association.

The Effect of Mindfulness-Based Cognitive Therapy on PTSD and Depression Symptoms in Trauma-Exposed Black Adults: Pilot Randomized Controlled Trial Results

Low-income, urban-dwelling Black adults are disproportionately affected by traumatic experiences, posttraumatic stress disorder (PTSD), and depression and encounter inequities in treatment access. In addition to the benefits Mindfulness-Based Cognitive Therapy (MBCT) for depression, there is preliminary evidence of successful symptom reduction in PTSD via MBCT across two prior pilot studies in veterans. Studies examining the effects of MBCT among trauma-exposed Black adults remains limited, and examination of effects across specific PTSD clusters is almost nonexistent. We examined the preliminary efficacy of adapted MBCT versus waitlist control (WLC) on PTSD and depression symptoms in a pilot randomized controlled trial (RCT). Black adults (N = 80; 86.10% women) with repeated trauma exposure, who screened positive for PTSD and depression, were recruited from an urban public hospital and randomized to 8-week adapted MBCT or WLC. Symptoms were measured pretreatment and posttreatment with the Clinician-Administered PTSD Scale for DSM-5 (CAPS-5) and the Beck Depression Inventory-II (BDI-II). Mixed model analyses were conducted with an intent-to-treat approach, examining change in PTSD and depression scores between MBCT and WLC over time. There was no significant difference in total PTSD and depression symptom change between MBCT and WLC. CAPS-5 avoidance symptoms showed a nominally significant decrease in the MBCT group (F[1, 68.10] = 5.98, p =.017; t[71.60] = 3.61, p <.001). Findings suggest MBCT might be helpful for addressing avoidance symptoms among Black adults with comorbid PTSD and depression. Although lacking power to draw final conclusions about treatment efficacy, this study provides preliminary data suggesting the importance of future fully powered trials.

The factor structure of the Centre for Epidemiological Studies Depression Scale (CESD-R-20) among South African antiretroviral therapy users

Depression is a significant concern for people living with HIV and AIDS as it is associated with negative health outcomes and suboptimal adherence to antiretroviral therapy (ART). To this extent, screening for depression is essential for early detection. The CESD-R-20 is a revised four-factor questionnaire developed to assess depressive symptoms in adults. This study explored the factor structure and psychometric properties of the CESD-R-20 among 685 individuals receiving ART. Data were collected at the Infectious Diseases Clinic of a large public hospital outside Cape Town from participants who had been receiving ART for at least six months. Exploratory factor analysis (EFA) of the CESD-R-20 was performed to identify its underlying factor structure. The EFA revealed a one-factor solution termed “depressive affect,” comprising 19 items that encompassed the original factors. This finding suggests that depression is a cohesive construct rather than a collection of interconnected dimensions. The scale exhibited high internal consistency (Cronbach’s alpha = 0.95) among the sample of persons living with HIV and AIDS. Our findings indicate that the CESD-R-20 can effectively measure depressive affect as a one-factor scale in South Africans receiving ART. The scale demonstrated strong internal consistency and is suitable for screening for depressive symptoms among persons living with HIV and AIDS.

Sociodemographic disparities in depression and anxiety symptom severity among young adults in Sweden

Abstract Background Young adults are disproportionately affected by mental health problems such as depression and anxiety. While previous studies have identified sociodemographic predictors using the four-item Patient Health Questionnaire (PHQ-4), differences in symptom severity remain less explored. This study aimed to evaluate the sociodemographic predictors of different levels of depression and anxiety symptoms among young adults in Sweden. Methods Survey data from a population-based sample of Swedish adults aged 20-21 (n = 3,226) was used. Symptom severity was categorized into three levels: normal/mild, moderate, and severe, based on established cutoff scores on the PHQ-4. Gender, parental education and birth country, and upper secondary education were assessed through linked registry information. Multinomial logistic regression was used. Results Females had a higher risk of moderate (RR = 1.8, 95% CI 1.5, 2.2) and severe (RR = 2.3, 95% CI 1.8, 3.1) symptoms (compared to no or mild symptoms) relative to males. Among males, the risk of moderate symptoms was higher without a secondary degree (RR = 1.9, 95% CI 1.0, 3.4) compared to an academic degree. Males with parents born abroad faced elevated risks of moderate (RR = 1.9, 95% CI 1.3, 2.9) and severe (RR = 2.2, 95% CI 1.3, 3.7) symptoms relative to males with Swedish-born parents. Among females, parental tertiary education was associated with a lower risk of moderate symptoms (RR = 0.7, 95% CI 0.5, 0.9) compared to lower education. Further, females having a vocational (RR = 1.5, 95% CI 1.1, 2.1) or no secondary degree (RR = 3.6, 95% CI 2.1, 6.1) had an increased risk of severe symptoms compared to females with an academic degree. Conclusions This study identified sociodemographic predictors for moderate and severe symptoms of depression and anxiety among young men and women in Sweden. Mental health promotion and prevention should specifically target young adults at elevated risk of experiencing moderate to severe symptoms. Key messages • Understanding sociodemographic predictors of depression and anxiety symptoms in young adulthood is essential for public health work. • Mental health promotion and prevention needs to include appropriate interventions for young men and women from diverse socioeconomic and cultural backgrounds.

Influence of temperament and emotional dysregulation on depressive symptoms in adults with attention-deficit/hyperactivity disorder: A structural equation modelling analysis

ObjectiveDepressive symptoms in adults with Attention-Deficit/Hyperactivity Disorder (ADHD) are common. Clinical evidence suggests that affective temperaments and emotional dysregulation are reasonable putative explanatory factors of this association. In this study, we thus investigated the role of these features in influencing concomitant depressive symptoms in adults with ADHD. MethodsOutpatients with ADHD were consecutively enrolled. Depressive symptoms were measured by the Symptom Checklist-90 Revised (SCL-90-R), while the Temperament Evaluation Memphis for Pisa, Paris, and San Diego-Autoquestionnaire (TEMPS-A) was used to assess the affective temperament dimensions. We tested emotional dysregulation using the Difficulties in Emotion Regulation Scale (DERS). Structural equation modeling was performed to test the interplay between temperament, emotional dysregulation, and depressive symptoms, accounting for other clinical variables that showed an association with depressive symptoms at univariate level. ResultsA total of 164 individuals with ADHD (mean age of 29.8 ± 10.7 years), of which 61 (37.2%) women, were recruited. Data showed that, accounting for the possible influence of psychopharmacological treatment and ADHD severity, both emotional dysregulation (p < 0.001) and dysthymic temperament (p = 0.003), though not other affective temperament dimensions, might influence depressive symptoms in people with ADHD. ConclusionsDespite some limitations, our study emphasizes the role of dysthymic temperament and emotional dysregulation in contributing to levels of depressive symptoms among individuals with ADHD. A comprehensive temperament assessment in adults with ADHD can offer valuable insights for developing tailored treatment strategies and enhancing overall patient care.

Does psilocybin reduce symptoms of depression in adults with major depressive disorder or life-threatening cancer?

Does psilocybin reduce symptoms of depression in adults with major depressive disorder or life-threatening cancer?

The mediating role of behavioral risk factors in the pathway between childhood disadvantage and adult psychological distress in a Finnish employee cohort.

Childhood disadvantage is associated with increased adult psychological distress, but the role of behavioral risk factors in the pathway remains unclear. We examined whether behavioral risk factors mediate the effects of childhood disadvantage on adult psychological distress. We used the Helsinki Health Study data of employees of the City of Helsinki, Finland, aged 19-39 (mean age 32.0) years at baseline (2017). We included women (n = 2397) and men (n = 586) who responded to both baseline and follow-up (2022) surveys. At baseline, eight types of childhood disadvantage were asked retrospectively, and six adult behavioral risk factors were included. Psychological distress was measured by the DASS-21 at follow-up. We conducted mediation analyses using generalized structural equation modeling. Among women, we found indirect path effects of childhood disadvantage on adult psychological distress through behavioral risk factors (symptoms of depression: β = 0.68, 95% CI 0.20-1.17; anxiety: β = 0.54, 95% CI 0.13-0.95; and stress: β = 0.69, 95% CI 0.20-1.09). Among men, childhood disadvantage contributed only directly to adult depressive (β = 0.71, 95% CI 0.16-1.26) and stress (β = 0.61, 95% CI 0.10-1.13) symptoms. Our findings suggest that behavioral risk factors can mediate some of the adverse effects of childhood disadvantage on adult psychological distress among women.

Adverse Childhood Experiences, Perceived Discrimination, and Mental Health in Sexual and Gender Minoritized Adults: Comparing Stress Accumulation and Stress Sensitization Models.

Purpose: The purpose of this study was to assess the relationship between adverse childhood experiences (ACEs) exposure, perceived discrimination, and anxiety and depressive symptoms in sexual and gender minoritized (SGM) adults in the United States. Methods: Respondents (n = 4445) from a national Qualtrics research panel completed a web-based survey. Guided by the stress proliferation (mediation model) and stress sensitization (moderation model) models, we examined the relationships between ACEs and perceived discrimination and the severity of anxiety and depressive symptoms in adulthood. Results: Cumulative ACEs exposure was positively associated with everyday discrimination scale (EDS) scores. ACEs and EDS scores had a significant direct association with anxiety and depressive symptoms. We found support for EDS as a mediator for anxiety (β = 0.12, p < 0.001) and depressive symptoms (β = 0.14, p < 0.001) and for ACEs as a moderator of the relationship between EDS and anxiety (β = -0.04, p = 0.004) and depressive (β = -0.05, p = 0.001) symptoms. Conclusions: These findings suggest that both stress proliferation and stress sensitization likely contribute to disparities in anxiety and depressive symptoms in SGM adults. This finding supports the integration of social safety and minority stress perspectives regarding health disparities in SGM populations. Exposure to early life adversity likely alters neurodevelopment, which in turn increases awareness of the lack of social safety in adulthood, reduces capacity to cope with minority stress exposure, and ultimately contributes to increased anxiety and depressive symptoms. Prevention efforts should focus on building positive and compensatory childhood experiences.

Vitamin D and Its Association with Depressive Symptoms in Adults with Multiple Sclerosis

Vitamin D and Its Association with Depressive Symptoms in Adults with Multiple Sclerosis

The efficacy of mobile applications for reducing depression in adolescents and young adults: A meta-analysis of randomized control trials.

Mobile applications for mental health have the potential to aid people with mental health disorders, especially depression, by providing them with tools and coping mechanisms. Adolescents and young adults, being at risk of depressive symptoms and leading mobile users, are among the main targets of using mobile applications to alleviate symptoms. This study aimed to evaluate the impact of mobile application-based psychological interventions in reducing depression symptoms in adolescents and young adults compared to those not exposed to the intervention. We conducted a meta-analysis focusing on mobile applications for reducing depressive symptoms. We searched two databases: MEDLINE and EMBASE and included randomized controlled trials conducted in English among participants aged 18-35 years old who were assessed for depressive symptoms using a validated screening measure and used mobile applications-based psychological interventions. Two of six independent reviewers conducted study selection, data extraction, and bias assessment. A pooled mean standardized difference (Cohen's d) and 95% CI were calculated using random-effects meta-analysis. Risk of bias was assessed using I2 statistics and forest plot. Egger's test was used for assessing publication bias. After screening 740 references, we identified 12 trials with 1869 participants, with a mean age of participants ranging from 14.70 to 25.1 years. The interventions ranged from cognitive behavioral therapy (CBT)-based mobile apps to interactive story-telling apps and apps delivering a mix of CBT, interpersonal psychotherapy for adolescents, and dialectical behavior therapy elements. Control groups included information-only, waitlist, no intervention, and treatment as usual. Seven studies used Patient Health Questionnaire-9 (PHQ-9) to assess the severity of depressive symptoms, while the other five used different scales. There was no evidence of publication bias (p = 0.325). The mobile applications reduced depression score by 0.08 units of standardized difference more than the control, with a 95% CI of -0.19 to 0.03 (p = 0.294, I2 = 15.4%) using standardized mean difference (SMD) as the effect estimate. In a sensitivity analysis including only studies that used PHQ-9, we found a similar trend, SMD -0.72 (95%CI -1.48 to 0.03). However, both findings were not significant. Current evidence is insufficient to support mobile applications to relieve depression symptoms in adolescents and young adults. Further trials with larger sample size are needed to confirm our findings of a positive trend. With emerging technologies and the high exposure of apps in this population, mobile applications for depression hold promise for the future of treatment and awareness of mental health disorders in this population.

The importance of timing of socioeconomic disadvantage throughout development for depressive symptoms and brain structure

Prior studies have reported associations between socioeconomic disadvantage, brain structure and mental health outcomes, but the timing of these relations is not well understood. Using prospective longitudinal data from the Avon Longitudinal Study of Parents and Children (ALSPAC), this preregistered study examined whether socioeconomic disadvantage related differentially to depressive symptoms (n=3012–3530) and cortical and subcortical structures (n=460–733) in emerging adults, depending on the timing of exposure to socioeconomic disadvantage. Family income in early childhood and own income measured concurrently were both significantly related to depressive symptoms in emerging adulthood. Similar results were observed for perceived financial strain. In contrast, only family income in early childhood was associated with brain structure in emerging adulthood, with positive associations with intracranial volume and total and regional cortical surface area. The findings suggest that both objective and subjective aspects of one’s financial standing throughout development relate to depressive symptoms in adulthood, but that specifically early life family income is related to brain structural features in emerging adulthood. This suggests that associations between socioeconomic disadvantage and brain structure originate early in neurodevelopment, highlighting the role of timing of socioeconomic disadvantage.

Adolescent depressive symptoms and memory performance in young adulthood: Testing critical period, accumulation, and pathway models using a sibling comparison design

RationaleDespite the existing literature connecting depressive symptoms with cognitive function in adulthood, there is limited knowledge about the longitudinal association between depressive symptoms in adolescence and memory function in adulthood, as well as the mechanisms underlying this relationship. ObjectivesThis study aims to determine whether depressive symptoms in adolescence are associated with memory function in young adulthood. To explore the underlying mechanisms of this association, it employs a life course approach, testing the critical period, accumulation, and pathway models. MethodsUtilizing data from the sibling sample of the National Longitudinal Study of Adolescent to Adult Health (Add Health), this study employed sibling fixed effects models to control for unobserved heterogeneity at the family level. To test various life course models, the analysis incorporated adult depressive symptoms, as well as an array of behavioral, psychosocial, and educational mechanism variables. ResultsSibling fixed effects estimates indicated a longitudinal association between depressive symptoms in adolescence and memory function in young adulthood (b = −0.084, p < 0.01). Depressive symptoms in adulthood neither explained nor intensified this association. Mediation analysis revealed that educational attainment modestly accounted for about 11% of the relationship between adolescent depressive symptoms and adult memory function. Combined, these findings lend support to the life course approach, with a specific focus on the critical period model. ConclusionsThis study's findings suggest that depressive symptoms in adolescence are an independent risk factor for memory function in adulthood. The empirical support for the critical period model underscores the importance of implementing early intervention programs and targeted strategies to support adolescents experiencing depressive symptoms.

Feasibility, acceptability and outcomes of a contextual schema therapy-based mobile program for depressive symptoms in adults

BackgroundGiven the high prevalence of depression worldwide, there is a pressing need for increasing treatment accessibility and identifying treatment modalities that can sustainably address depression. The present study aims to test the feasibility, acceptability, outcomes and mechanisms of a brief online self-help program for depressive symptoms in adults (nCompass), based on Contextual Schema Therapy principles. Method102 participants scoring above 14 on the Beck Depression Inventory – Second Version were recruited online and randomly allocated to either the 15-day nCompass intervention or a self-administered online psychoeducation group. Participants filled in self-report measures of depression, schema coping and psychological flexibility at baseline, immediately following the intervention and at a two-week follow-up. Additionally, nCompass participants were administered an instrument measuring the acceptability of the program. ResultsThe nCompass intervention was overall feasible and acceptable, with most participants completing the intervention and assessing it as easy to use, satisfactory and useful. Furthermore, results indicate higher decreases in depression and schema coping in the nCompass group by follow-up, compared to the control group. Changes in depressive symptoms from pre-test to post-test and follow-up in the nCompass group were explained by changes in surrender coping. There were no significant differences in psychological flexibility between the groups at either post-test or follow-up. DiscussionOur results highlight the nCompass program as a promising option for treating depressive symptoms in the general population.

Virtual Reality Cognitive Remediation in Older Adults with Bipolar Disorder: The Effects on Cognitive Performance and Depression in a Feasibility Randomized Controlled Trial.

Dementia, depression, and cardiovascular disease are major public health concerns for older adults, requiring early intervention. This study investigates whether a virtual reality cognitive remediation program (VR-CR) can improve cognitive function and depressive symptoms in older adults, and determines the necessary sample size for future studies. Integrated VR and CR interventions have shown promising outcomes in older adults with neurodegenerative and mental health disorders. This secondary analysis of a randomized controlled trial involves adults aged 58-75 years with bipolar disorder, excluding those with acute episodes, epilepsy, or severe eye diseases. The experimental group received standard treatment plus VR-CR, while the control group received only standard treatment. No baseline differences were found between the experimental and control groups. No significant improvement was observed in the overall cognitive function test (p = 0.897) or in depressive symptoms (p = 0.322). A phase III efficacy study requires a sample size of 28 participants (alpha = 0.05, beta = 0.20). VR-CR can potentially treat depressive symptoms in adults and older adults, but the results support conducting phase III studies to further investigate these outcomes. However, the improvement in cognitive performance in the elderly is less pronounced than in younger individuals.

The efficacy of cognitive behavioural therapy for depression and anxiety in multiple sclerosis: A systematic review and meta-analysis

Background: Adults with multiple sclerosis (MS) frequently experience symptoms of depression and anxiety, which pose significant challenges. However, psychological support for these symptoms remains a major unmet healthcare need.Objectives: To inform the evidence base for the psychological management of adults with MS, this study examined the efficacy of cognitive behavioural therapy (CBT) interventions for improving symptoms of depression and anxiety. CBT interventions teach skills for improving the relationships between an individual's thoughts, feelings, and/or behaviours. The study also examined the role of intervention and study characteristics as moderators of treatment effects.Methods: Medline, Embase, PsycINFO, and Cochrane Central Register of Controlled Trials were searched up to August 2024 for randomised control trials.Results: A meta-analysis of 15 clinical trials (1508 participants) was conducted, which found a medium significant treatment effect size for depression symptoms (g = 0.59, 95 % Confidence Interval [CI] [0.38, 0.80]) and a small significant treatment effect size for anxiety symptoms (g = 0.38 95 % CI [0.19, 0.57]). Moderator analyses revealed treatment effects for anxiety, but not depression, were significantly larger for studies conducted in non-Western countries compared to Western countries, and for those with smaller sample sizes.Conclusions: CBT-based interventions appear efficacious for the management of depression and anxiety symptoms in adults with MS. However, future clinical trials with larger samples and more rigorous methodology are warranted. Further examination of intervention characteristics, including ways in which CBT is tailored and how this relates to outcomes, may help to refine interventions for people with MS.

The longitudinal study of the relationship between social participation pattern and depression symptoms in frail older adults.

Mental health challenges are encountered by frail older adults as the population ages. The extant literature is scant regarding the correlation between depressive symptoms and social participation among frail older adults. This study is based on an analysis of data from China Health and Retirement Longitudinal Study (CHARLS) participants aged 60 and older who are frail. A frailty index (FI) was developed for the purpose of assessing the frailty level of the participants. Additionally, latent class analysis (LCA) was employed to classify the participants' social engagement patterns in 2015 and 2018. The study used ordered logistic regression to examine the relationship between social participation type and depressive symptoms. We also used Latent Transition Analysis (LTA) methods to explore the impact of changes in social activity types on depressive symptoms after three years of follow-up in 2018. In addition, the response surface analysis (RSM) investigation explored the relationship among FI, depression, and social participation. A total of 4,384 participants completed the baseline survey; three years later, 3,483 were included in the follow-up cohort. The baseline survey indicates that female older adults in rural areas who are single, have lower incomes, shorter sleep durations, and lighter weights exhibited more severe depressive symptoms. Social participation patterns were categorized into five subgroups by LCA. The findings indicate that individuals classified as "board game enthusiasts" (OR, 0.62; 95% CI, 0.47-0.82) and those as "extensive social interaction" (OR,0.67; 95% CI, 0.49-0.90) have a significantly lower likelihood of developing depressive symptoms compared to the "socially isolated" group. We also discovered that "socially isolated" baseline participants who transitioned to the "helpful individual" group after three years had significantly greater depressed symptoms (OR, 1.56; 95% CI, 1.00-2.44). More social activity types and less FI are linked to lower depression in our study. The results of the study emphasize the importance of social participation patterns and the number of social participation types in relation to the severity of depression among frail older adults individuals. This study's findings may provide important insights for addressing depressive symptoms in frail older adults person.