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1.
Psychol Med ; 54(4): 794-807, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37642177

RESUMO

BACKGROUND: Aberrant reward functioning is implicated in depression. While attention precedes behavior and guides higher-order cognitive processes, reward learning from an attentional perspective - the effects of prior reward-learning on subsequent attention allocation - has been mainly overlooked. METHODS: The present study explored the effects of reward-based attentional learning in depression using two separate, yet complimentary, studies. In study 1, participants with high (HD) and low (LD) levels of depression symptoms were trained to divert their gaze toward one type of stimuli over another using a novel gaze-contingent music reward paradigm - music played when fixating the desired stimulus type and stopped when gazing the alternate one. Attention allocation was assessed before, during, and following training. In study 2, using negative reinforcement, the same attention allocation pattern was trained while substituting the appetitive music reward for gazing the desired stimulus type with the removal of an aversive sound (i.e. white noise). RESULTS: In study 1 both groups showed the intended shift in attention allocation during training (online reward learning), while generalization of learning at post-training was only evident among LD participants. Conversely, in study 2 both groups showed post-training generalization. Results were maintained when introducing anxiety as a covariate, and when using a more powerful sensitivity analysis. Finally, HD participants showed higher learning speed than LD participants during initial online learning, but only when using negative, not positive, reinforcement. CONCLUSIONS: Deficient generalization of learning characterizes the attentional system of HD individuals, but only when using reward-based positive reinforcement, not negative reinforcement.


Assuntos
Depressão , Música , Humanos , Depressão/psicologia , Reforço Psicológico , Recompensa , Atenção
2.
Health Econ ; 33(10): 2229-2252, 2024 10.
Artigo em Inglês | MEDLINE | ID: mdl-38873817

RESUMO

Social media is viewed to be a key contributor to worsening mental health in adolescents, as most recently reflected in a public health advisory by the US Surgeon General. We provide new evidence on the causal effects of social media on mental health of college students during the Covid-19 pandemic, exploiting unique, longitudinal data collected before the Covid-19 pandemic began and at two points during the pandemic. We find small insignificant effects of social media 4 months into the pandemic during a period of social distancing, but large statistically significant negative effects 18 months into the pandemic when colleges were mostly back to normal operations. Using rich data on substance use, exercise, sleep, stress, and social support, we find some evidence of substitution away from activities that better support mental health at later stages of the pandemic but not at early stages. We find that the negative effects of social media are mostly concentrated among socially-isolated students. Both social support and resilience protect students from the negative effects of social media use. Policy implications include regulating social media while also bolstering social support and resilience as important protective factors.


Assuntos
COVID-19 , Saúde Mental , Mídias Sociais , Apoio Social , Estudantes , Humanos , COVID-19/psicologia , COVID-19/epidemiologia , Estudantes/psicologia , Feminino , Masculino , Universidades , Adulto Jovem , Adolescente , Pandemias , Estudos Longitudinais , Estados Unidos , SARS-CoV-2 , Resiliência Psicológica , Estresse Psicológico
3.
Environ Res ; 243: 117869, 2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38070849

RESUMO

BACKGROUND: Studies of residential greenness and depression symptoms among community-dwelling older adults in China are limited. However, understanding the role of greenness in depression symptoms among older adults can inform depression prevention and interventions. OBJECTIVE: This study explored the relationship between residential greenness and depression symptoms among community-dwelling older adults in China. METHODS: A cluster random sampling method was used to survey 7512 community-dwelling adults aged 60 and above from three towns in Shanghai. Depression symptoms were assessed using the Geriatric Depression Scale (GDS30). Residential greenness was measured using the normalized difference vegetation index (NDVI) and the enhanced vegetation index (EVI). Long-term greenspace exposure was defined as the mean NDVI and EVI in the three years prior to the baseline survey. Controlling for the covariates, the relationship between greenness and depression symptoms was assessed using binomial logistic regression and mixed-effects linear regression. Interaction analysis was conducted to explore which covariates potentially alter the association. We also assessed the mediating role of physical activity. RESULTS: The prevalence of depression symptoms among the participants was 13.72%. Higher residential greenness was associated with lower odds of depression symptoms, after adjusting for covariates. In the logistic regression analysis, the odds of depression symptoms decreased with increasing NDVI and EVI. In linear regression analysis, GDS30 scores decreased with increasing NDVI and EVI. Interaction analyses revealed that higher NDVI and EVI were more protective against depression among male individuals and older adults living with others than among female individuals and older adults living alone. Additionally, physical activity had a masking effect on residential greenness and depression symptoms. CONCLUSION: Higher residential greenness is associated with lower odds of depression symptoms in community-dwelling Chinese older adults. Increasing urban and neighborhood green spaces may contribute to the prevention and intervention of depression symptoms in community-dwelling older adults.


Assuntos
Depressão , Vida Independente , Humanos , Masculino , Feminino , Idoso , Depressão/epidemiologia , China/epidemiologia , Cidades , Características de Residência
4.
Environ Res ; 258: 119490, 2024 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-38925465

RESUMO

OBJECTIVE: To investigate the effects of the school visual environment on depressive symptoms in children and adolescents based on cohort study in eastern China. The school visual environment-related indicators included in this study comprise personal factors (visual impairment) and school-related factors (classroom lighting, school green spaces and school air quality). METHOD: The follow-up cohort comprises 15,348 students from 283 primary and secondary schools in eastern China. This represents the one-year outcomes of a school-based myopia-mental health cohort study. Data collection includes basic demographics (age, gender, region, etc.), physical examination indicators, behavioral indicators, and school visual environment-related indicators. RESULT: After a one-year follow-up, we found that compared to the more severe vision impairment group (≤4.0), healthy vision group (≥5.0) had a positive effect against the occurrence of depressive symptoms during consecutive follow-ups, with an RR value of 0.61 (95% CI: 0.57-0.66). Higher values of blackboard illumination appear to be associated with greater positive effects, with an RR (Q75%∼Q100% range) value of 0.87(95% CI: 0.81-0.93). School green spaces seem to exhibit relatively good positive effects when in the Q25%∼Q75% range. The combination of physical activity (Weekly high-intensity exercise) with school air quality(PM2.5≤50%)showed a better positive effect, with an RR value of 0.51(95%CI:0.48-0.55). CONCLUSION: When addressing students' depressive symptoms, it is crucial to improve the visual environment both at the school level and in students' personal level. Paying appropriate attention to modifiable behaviors, like regular participation in high-intensity exercise sessions, can help alleviate students' depressive symptoms.


Assuntos
Cidades , Depressão , Instituições Acadêmicas , Estudantes , Humanos , China/epidemiologia , Masculino , Feminino , Depressão/epidemiologia , Estudos Prospectivos , Adolescente , Criança , Estudantes/psicologia , Estudantes/estatística & dados numéricos , Iluminação
5.
BMC Psychiatry ; 24(1): 510, 2024 Jul 17.
Artigo em Inglês | MEDLINE | ID: mdl-39020309

RESUMO

BACKGROUND: Parent-child separation poses a significant challenge for left-behind children (LBC). However, limited empirical evidence exists regarding the correlation between left-behind characteristics and the psychological symptoms of LBC. This study investigated psychological symptoms among LBC and explored associations between left-behind characteristics and those symptoms. METHODS: Using stratified cluster sampling, 1,832 LBC aged 13-18 years from three cities in East China were selected for analysis. Participants' depression and anxiety symptoms were assessed with the Patient Health Questionnaire 9 and the General Anxiety Disorder 7, respectively. Chi-square tests were used to compare differences in detection rates of psychological symptoms among LBC in different groups. Binary logistic regression analysis was used to infer associations between left-behind characteristics and psychological symptoms. RESULTS: Depression and anxiety symptoms were detected in 32.86% and 33.24%, respectively, of participating LBC. Univariate analysis showed statistically significant differences in detection rates of depression symptoms by sex, grade, and timing of parent-child separation. Statistically significant differences were observed in anxiety symptom rates by sex, grade, type of caregiver, and timing of mother-child separation. Multivariate analysis indicated a positive association between LBC's anxiety symptoms and mother-child separation that occurred during post-primary school, and type of caregiver (father only or mother only). Our findings confirm a positive association between left-behind characteristics and anxiety symptoms among LBC. CONCLUSION: The timing of mother-child separation and type of caregiver are potential risk factors for the development of anxiety symptoms in this population.


Assuntos
Ansiedade , Depressão , Humanos , Feminino , Masculino , Adolescente , China/epidemiologia , Estudos Transversais , Depressão/epidemiologia , Depressão/psicologia , Depressão/diagnóstico , Ansiedade/psicologia , Ansiedade/epidemiologia , Separação da Família
6.
BMC Psychiatry ; 24(1): 746, 2024 Oct 28.
Artigo em Inglês | MEDLINE | ID: mdl-39468499

RESUMO

BACKGROUND: Inflammation is crucial in the development of depression. This study aims to examine the potential association between the Neutrophil-Percentage-to-Albumin Ratio(NPAR) and depression symptoms. METHODS: This study adopted a cross-sectional design, involving patients with depression symptoms and those without depression symptoms with comprehensive NPAR data originated from the National Health and Nutrition Examination Survey(NHANES) spanning 2011 to 2018. The research utilized weighted multivariate logistic regression models and multivariate linear regression to investigate the linear relationship between NPAR levels and depression symptoms and its severity scores. The characterization of nonlinear relationships was accomplished by employing fitted smoothing curves. Furthermore, subgroup analyses and interaction assessments were conducted to offer additional insights. RESULTS: This study involved a total of 10,829 participants, and the prevalence of depression among them was found to be 15.08%. The multiple logistic regression analysis revealed a statistically significant positive association between the continuum of NPAR and depression symptoms[OR:1.03, 95% CI: (1.00, 1.05)], as well as depression severity scores[ß: 0.08, 95% CI: (0.04,0.11)]. Stratifying NPAR into quartiles, we found that higher NPAR associated with increased odds of depression symptoms. Furthermore, in subgroup analysis, there were no significant differences in the relationship between NPAR levels and depression symptoms or its severity scores within populations with or without diabetes and cardiovascular diseases. Additionally, the use of a two-stage linear regression model uncovered a non-linear relationship between NPAR and depression symptoms. CONCLUSIONS: Our research indicates that NPAR levels were associated with depression symptoms. To corroborate our findings, larger prospective studies are warranted to elucidate nonlinear associations in greater detail.


Assuntos
Depressão , Neutrófilos , Inquéritos Nutricionais , Humanos , Masculino , Feminino , Estudos Transversais , Pessoa de Meia-Idade , Depressão/epidemiologia , Adulto , Estados Unidos/epidemiologia , Albumina Sérica/análise , Idoso , Prevalência , Contagem de Leucócitos
7.
BMC Psychiatry ; 24(1): 171, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38429677

RESUMO

BACKGROUND: Despite the fact that studies indicate that earthquake trauma is associated with numerous psychological consequences, the mediating mechanisms leading to these outcomes have not been well-studied. Therefore, this study investigates the relationship between trauma exposure with substance use tendency, depression, and suicidal thoughts, with the mediating role of peritraumatic dissociation and experiential avoidance. METHODS: The descriptive-correlational approach was employed in this study. The participants were people who had experienced the Kermanshah earthquake in 2017. A total of 324 people were selected by convenient sampling method. The Traumatic Exposure Severity Scale, the Peritraumatic Dissociative Experiences Questionnaire, the Acceptance and Action Questionnaire, the Iranian Addiction Potential Scale, Beck's Depression Inventory [BDI-II], and Beck's Suicidal Thoughts Scale were used to collect data. The gathered data was analyzed| using structural equation modeling in |SPSS Ver. 24 and LISREL Ver. 24. RESULTS: The study findings indicated that the intensity of the trauma exposure is directly and significantly associated with depression symptoms, peritraumatic dissociation, and experiential avoidance. The severity of exposure to trauma had a significant indirect effect on the tendency to use substances through experiential avoidance. This is while the severity of the trauma experience did not directly correlate with substance use and suicidal thoughts. In addition, peritraumatic dissociation did not act as a mediator in the relationship between the severity of trauma exposure with substance use, depression, and suicidal thoughts. CONCLUSIONS: The severity of exposure to the earthquake was associated with symptoms of depression and these findings indicate the importance of experiential avoidance in predicting the tendency to use drugs. Hence, it is essential to design and implement psychological interventions that target experiential avoidance to prevent drug use tendencies and to establish policies that lower depression symptoms following natural disasters.


Assuntos
Terremotos , Transtornos de Estresse Pós-Traumáticos , Humanos , Transtornos de Estresse Pós-Traumáticos/psicologia , Depressão/etiologia , Ideação Suicida , Irã (Geográfico)
8.
AIDS Res Ther ; 21(1): 38, 2024 06 07.
Artigo em Inglês | MEDLINE | ID: mdl-38844952

RESUMO

BACKGROUND: People with HIV/AIDS (PWHA) have 7-36 times greater risk for completed suicide associated with depression symptoms compared to general population. However, no study has sufficiently analyzed the mediating or moderating variables of the relationship between depression and suicidal ideation in Rwanda. OBJECTIVES: This study aimed to examine how complicated grief mediates and substance abuse moderates the effects of depression symptoms on suicidal ideation. METHODS: Data were collected from a convenient sample of 140 participants (M-age = 38.79 years, SD = 10.218) receiving antiretroviral therapy (ART) at Remera Health Center in a cross-sectional study. Multiple linear regression and Sobel test were used to examine the relationships between depression symptoms, complicated grief, suicidal ideation, and substance abuse. RESULTS: The results indicated that 29% of the sample had clinically significant symptoms of depression and 18% had suicidal ideation. The interaction between substance abuse and depression symptoms (ß = .468, t = 8.02, p = 0.000) was a significant predictor, explaining the 55.7% of variance in suicidal ideation. Furthermore, the Sobel test demonstrated that complicated grief mediated the effects of depression symptoms (t = 4.67, SE = 0.0101, p ≤ 0.001) on suicidal ideation. CONCLUSION: The results suggest that depression symptoms are associated with an increased risk of suicidal ideation, and this risk significantly amplified in the presence of complicated grief and substance abuse. These findings highlight the importance of integrating mental health services, particularly those addressing depression, complicated grief, and substance abuse, into HIV care programs to mitigate the risk of suicidal ideation among PWHA.


Assuntos
Depressão , Pesar , Infecções por HIV , Transtornos Relacionados ao Uso de Substâncias , Ideação Suicida , Humanos , Masculino , Adulto , Feminino , Transtornos Relacionados ao Uso de Substâncias/psicologia , Transtornos Relacionados ao Uso de Substâncias/epidemiologia , Transtornos Relacionados ao Uso de Substâncias/complicações , Infecções por HIV/psicologia , Infecções por HIV/tratamento farmacológico , Infecções por HIV/complicações , Estudos Transversais , Depressão/epidemiologia , Depressão/psicologia , Pessoa de Meia-Idade , Ruanda/epidemiologia , Fatores de Risco
9.
BMC Public Health ; 24(1): 1429, 2024 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-38807089

RESUMO

OBJECTIVES: The purpose of our study is to further understanding of the depression symptoms of HIV/AIDS patients in Guilin, Guangxi via exploring whether there is a mediating effect of sleep quality on medical-social support and depression symptoms and therefore provide a theoretical basis for application of medical-social support to alleviate depression symptoms of HIV/AIDS patients. METHODS: A convenience sampling method was used to select 200 HIV/AIDS patients for the study. Depression symptoms, sleep quality, and medical-social support of the study participants were investigated using The Center for Epidemiological Studies Depression Scale (CES-D), The Pittsburg Sleep Quality Index (PSQI), and The Medical Outcomes Study Social Support Survey (MOS-SSS), respectively. Predictors of depression symptoms were explored by multiple linear regression, and Pearson correlation was used to analyze the relationship between sleep quality, medical-social support, and depression symptoms. Mediating effect analysis was performed by nonparametric Bootstrap test. RESULTS: In this study, the incidence of depression symptoms was 54.4%. Multiple linear regression analysis showed that leanness (ß = 0.161, P = 0.008), obesity (ß = 0.186, P = 0.002), sleep quality score > 7 (ß = 0.331, P < 0.001), and medical-social support score > 56 (ß = -0.247, P < 0.001) could influence depression symptoms of HIV and Pearson's correlation analysis demonstrated that there was a two-way correlation between sleep quality, medical social support and depression symptoms (P < 0.05). In addition, Bootstrap tests showed that medical-social support might affect depression symptoms not only directly but also indirectly through the mediating effect of sleep quality with the direct and mediating effects accounting for 77.25% and 22.75% of the total effect, respectively. CONCLUSION: The prevalence of depression symptoms is high among HIV/AIDS patients in Guilin City. The depressive symptoms of PLWHs(people living with HIV) are related to their sleep quality and medical-social support, and sleep quality partially mediates the relationship between medical-social support and depression symptoms. Therefore, interventions to improve sleep quality and medical-social support have the potential to allay the depression symptoms of HIV/AIDS patients.


Assuntos
Depressão , Infecções por HIV , Qualidade do Sono , Apoio Social , Humanos , Masculino , Feminino , Depressão/epidemiologia , Adulto , Infecções por HIV/psicologia , Infecções por HIV/complicações , Infecções por HIV/epidemiologia , China/epidemiologia , Pessoa de Meia-Idade , Síndrome da Imunodeficiência Adquirida/psicologia , Síndrome da Imunodeficiência Adquirida/complicações , Síndrome da Imunodeficiência Adquirida/epidemiologia , Estudos Transversais , Inquéritos e Questionários , Adulto Jovem
10.
BMC Public Health ; 24(1): 2260, 2024 Aug 20.
Artigo em Inglês | MEDLINE | ID: mdl-39164668

RESUMO

BACKGROUND: Diabetes is a major public health problem in Qatar and is associated with an increased risk of depression. However, no study has been conducted in Qatar on the relationship between dietary patterns and depression symptoms in adults. The aim of this study was to assess the association between dietary patterns and depression symptoms among adults with or without diabetes in Qatar. METHODS: A total of 1000 participants from the Qatar Biobank (QBB) were included in this cross-sectional study. Food intake was assessed using a computer-administered food frequency questionnaire (FFQ), and dietary patterns were identified using factor analysis. Depression symptoms were evaluated using the Patient Health Questionnaire-9 (PHQ-9). RESULTS: Depression symptoms were present in 13.5% of the sample. Two dietary patterns were identified: "unhealthy" (high consumption of fast food, biryani, mixed dish (chicken/meat/fish), croissant) and "prudent" (high consumption of fresh fruit, salads/raw vegetables, canned/dried fruit, and dates). After adjusting for sociodemographic, lifestyle factors (smoking and physical activity), diabetes and medication use for diabetes and hypertension, a high intake of "unhealthy" pattern was associated with an increased prevalence of depressive symptoms in individuals with diabetes (prevalence ratio, PR = 1.41; 95% CI = 1.28, 1.56; p-value < 0.001), while there was no statistically significant association between depressive symptoms and the "prudent" dietary pattern. The "prudent" pattern was inversely and significantly associated with depressive symptoms in individuals with a normal body weight (PR = 0.21; 95% CI = 0.06, 0.76; p-value = 0.018). CONCLUSION: The "unhealthy" dietary pattern was positively associated with depression symptoms in those with diabetes, whereas the "prudent" dietary pattern was inversely associated with depression symptoms in those with a normal body weight. Promoting healthy eating habits should be considered in the prevention and management of depression.


Assuntos
Depressão , Diabetes Mellitus , Padrões Dietéticos , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Transversais , Depressão/epidemiologia , Diabetes Mellitus/epidemiologia , Diabetes Mellitus/psicologia , Padrões Dietéticos/psicologia , Catar/epidemiologia
11.
BMC Public Health ; 24(1): 2725, 2024 Oct 07.
Artigo em Inglês | MEDLINE | ID: mdl-39375644

RESUMO

PURPOSE: Economic downturns may have detrimental effects on mental health. We investigated the association of economic hardship resulting from the late 2000s Great Recession with long-term changes in mental health. METHODS: We analysed data from 1,647 participants to the larger Moli-sani cohort (2005-2010, Italy), who were re-examined between 2017 and 2020. To evaluate economic hardship, we performed a Latent Class Analysis on nine items linked to change in employment status and financial hardship. Depression symptoms were measured by the Patients' Health Questionnaire (PHQ-2; higher values indicate more depressive symptoms; data available in N = 941 individuals) and health perception as assessed by the 36-Item Short Form Health Survey (decreased values indicate worsening of health perception). RESULTS: Economic hardship was categorized into three classes: "None", "Average" and "High", the latter reflecting increasing economic hardship. Mean (standard deviation) changes in PHQ-2, SF-36 mental and physical after 12.8 years (median) were - 0.1 (1.3), 0.5 (9.9) and - 2.2 (6.2) units, respectively. Changes in SF-36 mental score decreased by 1.0 unit (0.3) monotonically across "none" to "average" to "high" category in a multivariable-adjusted model analysis; the SF-36 physical score decreased by 0.4 (0.2) unit and PHQ-2 increased by 0.1 (0.1). In comparison with participants in the "none", those in the "high" class had 84% (95%CI: 26%-170%) higher odds to report an increment in PHQ-2 values from baseline to re-examination. CONCLUSIONS: Economic hardship resulting from the Great Recession in late 2000s was associated with deterioration of mental health, as reflected by increased depression symptoms and reduced perceived mental health.


Assuntos
Depressão , Recessão Econômica , Saúde Mental , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Estudos Prospectivos , Itália/epidemiologia , Adulto , Depressão/epidemiologia , Depressão/psicologia , Saúde Mental/estatística & dados numéricos , Estresse Financeiro/psicologia , Estresse Financeiro/epidemiologia , Idoso
12.
Am J Ind Med ; 67(1): 44-54, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37924234

RESUMO

BACKGROUND: Job stressors can be particularly harmful to the mental health of disadvantaged groups through differential exposure, differential sensitivity to the effects of exposure, or both. In this paper, we assess the extent to which emergent adult workers with an adolescent history of high depression symptoms may be differentially sensitive to the effect of job stressors on mental health. METHODS: We conducted a secondary analysis of three waves of the Australian arm of the International Youth Development Study (n = 1262). We used multivariable linear regression to assess whether self-reported measures of high depression symptoms at one or two time points in adolescence (ages 11-16 years) modified the cross-sectional association between four self-reported job stressors (job demands, job control, job strain, and incivility at work) and psychological distress (Kessler-10 scores) in emergent adulthood (ages 23-27 years). RESULTS: For all four job stressors, there was a consistent pattern of approximately a doubling in the magnitude of association for participants with a history of high depression symptoms at two points in adolescence compared with those with no history of depression. However, results of effect modification analysisfor only job demands and job strain excluded chance as a potential explanation. CONCLUSIONS: Findings showed partial support for the hypothesis that a history of high depression symptoms in adolescence predicts stronger associations between job stressor exposures and psychological distress among those employed in emergent adulthood. The limitations of this secondary analysis suggest a need for purpose-designed studies to answer this important research question more definitively.


Assuntos
Saúde Mental , Estresse Ocupacional , Adulto , Humanos , Adolescente , Depressão/epidemiologia , Estresse Psicológico/psicologia , Estudos Transversais , Inquéritos e Questionários , Austrália/epidemiologia , Estresse Ocupacional/psicologia
13.
J Med Internet Res ; 26: e53968, 2024 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-38767953

RESUMO

BACKGROUND: In 2023, the United States experienced its highest- recorded number of suicides, exceeding 50,000 deaths. In the realm of psychiatric disorders, major depressive disorder stands out as the most common issue, affecting 15% to 17% of the population and carrying a notable suicide risk of approximately 15%. However, not everyone with depression has suicidal thoughts. While "suicidal depression" is not a clinical diagnosis, it may be observed in daily life, emphasizing the need for awareness. OBJECTIVE: This study aims to examine the dynamics, emotional tones, and topics discussed in posts within the r/Depression subreddit, with a specific focus on users who had also engaged in the r/SuicideWatch community. The objective was to use natural language processing techniques and models to better understand the complexities of depression among users with potential suicide ideation, with the goal of improving intervention and prevention strategies for suicide. METHODS: Archived posts were extracted from the r/Depression and r/SuicideWatch Reddit communities in English spanning from 2019 to 2022, resulting in a final data set of over 150,000 posts contributed by approximately 25,000 unique overlapping users. A broad and comprehensive mix of methods was conducted on these posts, including trend and survival analysis, to explore the dynamic of users in the 2 subreddits. The BERT family of models extracted features from data for sentiment and thematic analysis. RESULTS: On August 16, 2020, the post count in r/SuicideWatch surpassed that of r/Depression. The transition from r/Depression to r/SuicideWatch in 2020 was the shortest, lasting only 26 days. Sadness emerged as the most prevalent emotion among overlapping users in the r/Depression community. In addition, physical activity changes, negative self-view, and suicidal thoughts were identified as the most common depression symptoms, all showing strong positive correlations with the emotion tone of disappointment. Furthermore, the topic "struggles with depression and motivation in school and work" (12%) emerged as the most discussed topic aside from suicidal thoughts, categorizing users based on their inclination toward suicide ideation. CONCLUSIONS: Our study underscores the effectiveness of using natural language processing techniques to explore language markers and patterns associated with mental health challenges in online communities like r/Depression and r/SuicideWatch. These insights offer novel perspectives distinct from previous research. In the future, there will be potential for further refinement and optimization of machine classifications using these techniques, which could lead to more effective intervention and prevention strategies.


Assuntos
COVID-19 , Ideação Suicida , Humanos , COVID-19/psicologia , COVID-19/epidemiologia , Processamento de Linguagem Natural , Depressão/psicologia , Pandemias , Estados Unidos , Mídias Sociais , Suicídio/psicologia , Suicídio/estatística & dados numéricos , Transtorno Depressivo Maior/psicologia , SARS-CoV-2
14.
Artigo em Inglês | MEDLINE | ID: mdl-38578474

RESUMO

In recent decades, increases in mental health problems in adolescents have been reported from several large population-based surveys. This raises questions about changes in underlying risk and protective factors that can inform future intervention strategies. Population data were collected from 1995 to 2019 in three waves of the Young-HUNT studies in Norway to map decennial trends in the prevalence of established risk factors for, and their associations with, adolescent mental health problems. All adolescents (aged 13-19 years) attending lower and upper secondary school in the county of Trøndelag were invited, representing three historical cohorts of 25,245 unique adolescents. Mental health problems (HSCL-5) and established mental health risk factors were self-reported. Using a generalized linear model and linear regression, we calculated changes in relative and absolute differences between risk factors and mental health problems. Overall, the prevalence of established risk factors for mental health problems in adolescence increased markedly between 1995 and 2019, especially in girls. Prominent increases were observed for fatigue, bullying, musculoskeletal pain and migraine, loneliness, and overweight. Furthermore, with the exception of excess alcohol use and family economy, associations between each risk factor and adolescent mental health problems strengthened over the same time span in girls, but less among boys. Our findings suggest that several modifiable risk factors for poor mental health in adolescence are increasing, especially among girls, and should be targeted in community, school, and in clinical settings.

15.
Artigo em Inglês | MEDLINE | ID: mdl-39259339

RESUMO

We assessed genetic and environmental influences on social isolation across childhood and the overlap between social isolation and mental health symptoms including depression symptoms, conduct problems, and psychotic-like experiences from adolescence to young adulthood. Participants included 2,232 children from the Environmental Risk Longitudinal Twin Study. Social isolation was measured at ages 5, 7, 10, 12, and 18. A Cholesky decomposition was specified to estimate the genetic and environmental influences on social isolation across ages 5, 7, 10, and 12. An independent pathway model was used to assess additive genetic (A), shared environmental (C), and non-shared environmental (E) influences on the overlap between social isolation and mental health problems from age 12 to 18. Genetic and non-shared environmental influences accounted for half of the variance in childhood social isolation. Genetic influences contributed to the continuity of social isolation across childhood, while non-shared environmental influences were age-specific. The longitudinal overlap between social isolation and mental health symptoms was largely explained by genetic influences for depression symptoms (r = 0.15-0.24: 82-84% A, 11-12% C, and 5-6% E) and psychotic-like experiences (r = 0.13-0.15: 81-91% A, 0-8% C, and 9-11% E) but not conduct problems (r = 0.13-0.16; 0-42% A, 42-81% C, 16-24% E). Our findings emphasise that rather than a risk factor or an outcome, social isolation is aetiologically intertwined with the experience of poor mental health. An integrative assessment of social isolation could be a helpful indicator of underlying mental health symptoms in young people.

16.
Public Health ; 237: 7-13, 2024 Sep 23.
Artigo em Inglês | MEDLINE | ID: mdl-39316852

RESUMO

OBJECTIVES: Sexual minorities may be more vulnerable to mental disorders. Previous studies have found associations between diet and depression, but no studies have focused on the interaction between nutrition-related parameters and sexual orientation regarding depression. This study aims to explore the interaction between nutrition-related parameters and sexual orientation regarding depression. STUDY DESIGN: Cross-sectional analysis using NHANES 2007-2016 data. METHODS: This study utilized data from NHANES 2007-2016, with 11,065 participants involved. Nutrition-related parameters were evaluated using the healthy eating index-2015 (HEI-2015) and the dietary inflammation index (DII), while depression was obtained through Patient Health Questionnaire (PHQ-9). Logistic regression and stratified analysis of subgroups were used in this study. RESULTS: Compared to those who consumed healthy and anti-inflammatory diets, the ORs for depression in groups consuming unhealthy and pro-inflammatory diets were 1.366 (95%CI:1.073,1.738) and 1.652 (95%CI:1.345,2.028), respectively. Sexual minorities have a higher risk of depression than heterosexuals. There is an interaction effect (P = 0.037) between HEI-2015 and sexual orientation on depression, while it was not found in DII. Subgroup analysis indicated that the interaction between sexual orientation and HEI-2015 persisted in males (P = 0.024), but not in females. CONCLUSION: Both diet and sexual orientation had impacts on depression. There was an interaction between HEI-2015 and sexual orientation on depression, and this association was different by gender. Sexual minorities who are Gay/lesbian, Bisexual, and Something else are at higher risk for depression, and adopting healthy eating patterns and anti-inflammatory diets that are consistent with the recommendations of the USDA may appropriately reduce the risk of depression.

17.
Psychol Health Med ; : 1-13, 2024 Nov 04.
Artigo em Inglês | MEDLINE | ID: mdl-39494887

RESUMO

In Parkinson's disease (PD), a large number of individuals are confronted with pain. This issue has been receiving increasing attention in literature in recent years, as the complexity of pain in this disease makes its evaluation and treatment challenging. However, psychological variables related to the pain experience have received limited attention, especially when it comes to the exploration of beliefs regarding pain which, to our knowledge, remains unexplored in PD. Pain beliefs are defined as a subset of a patient's belief system which represents a personal understanding of the pain experience. Four dimensions of pain beliefs have been isolated in literature: mystery, pain permanence, pain constancy and self-blame. Thus, the goal of this study was first to describe pain beliefs in individuals with PD and second, to explore the relationships between pain beliefs and clinical and psychological variables. One hundred and sixty-nine international individuals with PD completed an online survey with socio-demographic and medical data. Participants completed self-report instruments to assess their pain (King's Parkinson's Disease Pain Questionnaire, McGill Pain Questionnaire and Brief Pain Inventory), psychological distress (Beck Depression Inventory, short-form and Parkinson Anxiety Scale), pain catastrophizing (Pain Catastrophizing Scale) and pain beliefs catastrophizing (Pain Beliefs and Perception Inventory). The study's findings revealed that most participants' beliefs are marked by the dimension of permanence, suggesting that individuals with PD perceive the pain experience as chronic and enduring. Meanwhile, pain is minimally perceived as constant, mysterious, or a source of guilt. Our finding concerning the permanence dimension deserves specific attention: even though this belief is prevalent in our population, it is not, or only weakly, associated with an impact on mood or pain catastrophizing. These results bring forth several hypotheses for understanding, highlighting the role of acceptance, and offer new perspectives toward improving clinical practices in terms of assessing and managing pain in PD.

18.
Artigo em Inglês | MEDLINE | ID: mdl-38219268

RESUMO

Although there are an increasing number of studies that have explored the mental health consequences of COVID-19 focusing on revealing risk factors, the longitudinal research examining the potential mechanism of the co-occurrence of posttraumatic stress symptoms (PTSS) and depression symptoms among adolescents were scarce. The present study identified the important comorbidity symptoms and explored longitudinal relationship of PTSS and depression symptoms from the network perspective. A two-wave investigation (4 months interval; T1 and T2) was conducted with a sample of 1225 Chinese adolescents. Cross-sectional network and cross-lagged panel network (CLPN) analyses were adopted. Results showed that comorbidity symptoms consisted of both overlapping and non-overlapping symptoms, including "Future foreshortening" at T1 and T2 from PTSS, and "Hard to get started" at T1 and "Not sleep well" at T2 from depression symptoms. Strong longitudinal pathways appeared from all PTSS to depression symptoms, among which the pathway from "Difficulty concentrating" to "Hard to get started" was the strongest. These findings suggest that the possible comorbidity between PTSS and depression symptoms is caused by their independent and related structures, and their longitudinal association. Clinical intervention for these symptoms may alleviate adolescents' psychological problems in the aftermath of traumatic events.

19.
Psychiatr Q ; 95(3): 481-496, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39145816

RESUMO

School bullying and depression are both serious social and public health problems among adolescents. Prior studies indicated a correlation between bullying and depression. However, the potential moderators remain largely unexplored. This study aimed to identify the mediating effect of Internet addiction and the moderating effect of living in urban or rural areas in the relationship between school bullying victimization and depression symptoms among Chinese adolescents. This cross-sectional study of adolescents was conducted using two-stage random cluster sampling of students in urban and rural public high schools in China. A moderated mediation model was constructed to uncover the underlying mechanism of school bullying victimization and depression symptoms. A total of 2,376 adolescents (52.65% females, mean age ± SD a 14.69 ± 1.76 years) were included in the study. The prevalence of clinical depression symptoms with a cut-off value of 16 on the Center for Epidemiological Studies Depression Scale (CES-D) was 21.76% (95% CI: 20.15, 23.46), and with a cut-off value of 20 on the CES-D was 13.85% (95% CI: 12.51, 15.30) for overall. Our findings indicated a significant positive association between school bullying victimization and depression symptoms (p < 0.01) and a significant mediating effect of Internet addiction in the association between school bullying victimization and depression symptoms (indirect effect = 1.143, 95% CI: 0.677, 1.609; percentage of mediation: 16.7%, 95% CI: 10.3, 23.1). This indirect relationship was partially moderated by the living in urban or rural areas in the mediation process. Specifically, the effect of school bullying victimization on Internet addiction was greater among urban adolescents (simple slope: 0.774, 95% CI: 0.524, 1.024, p < 0.01) than among rural adolescents (simple slope: 0.337, 95% CI: 0.132, 0.543, p < 0.01), but moderating effect of urban-rural areas was not significant on the relationship between Internet addiction and depression symptoms. These findings highlight the mediating role of Internet addiction and the moderating role of living areas in school bullying victimization and adolescents' depression symptoms, which provide evidence for social work, mental health services, and policy interventions for adolescents in China.


Assuntos
Bullying , Vítimas de Crime , Depressão , Transtorno de Adição à Internet , População Rural , Instituições Acadêmicas , População Urbana , Humanos , Adolescente , Masculino , Feminino , Bullying/estatística & dados numéricos , Bullying/psicologia , Vítimas de Crime/estatística & dados numéricos , Vítimas de Crime/psicologia , Depressão/epidemiologia , China/epidemiologia , Estudos Transversais , Transtorno de Adição à Internet/epidemiologia , Transtorno de Adição à Internet/psicologia , População Rural/estatística & dados numéricos , População Urbana/estatística & dados numéricos , Instituições Acadêmicas/estatística & dados numéricos , Estudantes/estatística & dados numéricos , Estudantes/psicologia , Comportamento do Adolescente/psicologia
20.
J Reprod Infant Psychol ; : 1-17, 2024 Oct 03.
Artigo em Inglês | MEDLINE | ID: mdl-39361438

RESUMO

AIMS/BACKGROUND: Coping with gestational diabetes mellitus (GDM) presents significant challenges for pregnant women and their partners, which may result in elevated prenatal depression symptoms. However, research has predominantly centred on pregnant women with GDM, with little involvement of their partners. To understand their dyadic interactions, it is imperative to involve GDM couples in the study. This study aims to examine the interplay between dyadic coping and prenatal depression symptoms among GDM couples and to explore the possible mediating role of marital satisfaction. DESIGN/METHOD: A cross-sectional study was conducted in Guangzhou, China. A total of 400 couples completed the Dyadic Coping Inventory, Locke-Wallace Marital Adjustment Scale, Edinburgh Postnatal Depression Scale, and sociodemographic data sheet. The actor-partner interdependence mediation model was utilised for dyadic data analysis. RESULTS: Overall, 13.0% of pregnant women with GDM and 8.3% of partners experienced elevated prenatal depression symptoms. Dyadic coping was directly or indirectly related to their own and partners' prenatal depression symptoms in GDM couples, with marital satisfaction acting as a mediator. Specifically, positive dyadic coping was associated with lower prenatal depression symptoms, while negative dyadic coping exhibited an opposite relationship. CONCLUSION: The prevalence of elevated prenatal depression symptoms was high in GDM couples. It is important to view pregnant women with GDM and their partners as a dyad of a transactional system in prenatal clinical care. Couple-centred interventions targeting to enhance positive dyadic coping and mitigate negative dyadic coping might be beneficial to prevent and alleviate prenatal depression symptoms.

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