Predictors of latent class trajectories of depressive symptoms in Latina mothers.

2022 ◽  
Author(s):  
Kara B. West ◽  
Molly E. Hale ◽  
Kathleen M. Roche ◽  
Rebecca M. B. White ◽  
Cynthia Suveg
Keyword(s):  
Depressive Symptoms ◽  
Latent Class ◽  
Latina Mothers

scholarly journals Profile Groups Based on Lifestyle and Differences in Mental Health and Cognition

2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 404-404
Author(s):  
Joseph Kim ◽  
Kyuree Kim
Keyword(s):  
Mental Health ◽  
Older Adults ◽  
Depressive Symptoms ◽  
Latent Class ◽  
Mail Survey ◽  
Later Life ◽  
Self Rated Health ◽  
Final Sample ◽  
Group 2 ◽  
Mean Differences

Abstract The purpose of this study was to identify the profiles of older adults according to lifestyle. Data for the study were from the 2017 Consumption and Activities Mail Survey (CAMS). CAMS 2017 is a questionnaire mailed to a sub-sample of respondents from the Health and Retirement Study. Participants were limited to older adults 65 and older, and the final sample consisted of 1136 older adults. The sample included 443 men and 693 women. Caucasians comprised 82.0% of the participants. Lifestyle was measured through items assessing the amount of time spent on activities. Due to high skewness, the items were dichotomized, 0=no time spent on activity and 1=time spent on the activity. Latent class analysis (LCA) was performed to identify groups based on lifestyle. LCA is a person-centered approach for identifying unobserved subgroups based on similarity in responses to items. Three lifestyle groups were identified. Group 1 was “Outgoing” with 471 individuals. Group 2 was “Adequate” with 229 individuals. Group 3 was “Inactive” with 436 individuals. An ANOVA was then conducted to assess mean differences in self-rated health, cognition, depressive symptoms, and loneliness for the three lifestyle groups. The “Outgoing” and “Adequate” groups had significantly higher scores on self-rated health and cognition, and in addition, significantly lower scores on depressive symptoms and loneliness compared to the “Inactive” group. No significant differences were observed between the “Outgoing” and “Adequate” groups. An implication from this study is the importance of maintaining an active lifestyle in later life for better mental health and cognition.

scholarly journals Identifying classes of the pain, fatigue, and depression symptom cluster in long-term prostate cancer survivors—results from the multi-regional Prostate Cancer Survivorship Study in Switzerland (PROCAS)

2021 ◽  
Author(s):  
Salome Adam ◽  
Melissa S. Y. Thong ◽  
Eva Martin-Diener ◽  
Bertrand Camey ◽  
Céline Egger Hayoz ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Depressive Symptoms ◽  
Cancer Survivorship ◽  
Latent Class ◽  
Multinomial Logistic Regression ◽  
Symptom Cluster ◽  
Depression Symptom ◽  
Class 1 ◽  
Eortc Qlq

Abstract Purpose Aside from urological and sexual problems, long-term (≥5 years after initial diagnosis) prostate cancer (PC) survivors might suffer from pain, fatigue, and depression. These concurrent symptoms can form a cluster. In this study, we aimed to investigate classes of this symptom cluster in long-term PC survivors, to classify PC survivors accordingly, and to explore associations between classes of this cluster and health-related quality of life (HRQoL). Methods Six hundred fifty-three stage T1-T3N0M0 survivors were identified from the Prostate Cancer Survivorship in Switzerland (PROCAS) study. Fatigue was assessed with the EORTC QLQ-FA12, depressive symptoms with the MHI-5, and pain with the EORTC QLQ-C30 questionnaire. Latent class analysis was used to derive cluster classes. Factors associated with the derived classes were determined using multinomial logistic regression analysis. Results Three classes were identified: class 1 (61.4%) – “low pain, low physical and emotional fatigue, moderate depressive symptoms”; class 2 (15.1%) – “low physical fatigue and pain, moderate emotional fatigue, high depressive symptoms”; class 3 (23.5%) – high scores for all symptoms. Survivors in classes 2 and 3 were more likely to be physically inactive, report a history of depression or some other specific comorbidity, be treated with radiation therapy, and have worse HRQoL outcomes compared to class 1. Conclusion Three distinct classes of the pain, fatigue, and depression cluster were identified, which are associated with treatment, comorbidities, lifestyle factors, and HRQoL outcomes. Improving classification of PC survivors according to severity of multiple symptoms could assist in developing interventions tailored to survivors’ needs.

Patterns of Intimate Partner Violence victimization among Australia and New Zealand female university students: An initial examination of child maltreatment and self-reported depressive symptoms across profiles

2016 ◽  
Vol 50 (4) ◽  
pp. 582-601 ◽  
Author(s):  
Jesse Cale ◽  
Stacy Tzoumakis ◽  
Benoit Leclerc ◽  
Jan Breckenridge
Keyword(s):  
Intimate Partner Violence ◽  
Depressive Symptoms ◽  
New Zealand ◽  
Child Maltreatment ◽  
University Students ◽  
Partner Violence ◽  
Latent Class ◽  
Intimate Partner ◽  
Violence Victimization ◽  
Intimate Partner Violence Victimization

The aim of this study was to examine the relationship between child abuse, depression, and patterns of Intimate Partner Violence victimization among female university students in Australia and New Zealand. Data were based on the Australia/New Zealand portion of the International Dating Violence Study (2001–2005) (n = 293). Using Latent Class Analysis, Low-, Moderate-, and High-level Intimate Partner Violence profiles were identified that differed according to the variety, degree, and severity of Intimate Partner Violence. Furthermore, the combination of child maltreatment and self-reported depressive symptoms differed across profiles. The results highlighted differential pathways from child maltreatment to specific Intimate Partner Violence victimization patterns. These findings provide further evidence for the importance of early intervention strategies to prevent Intimate Partner Violence, and specifically for children who experience abuse and neglect to help prevent subsequent victimization experiences in intimate relationship contexts.

Prevalence, risk factors and multi-group latent class analysis of lifetime anxiety disorders comorbid depressive symptoms

2019 ◽  
Vol 243 ◽  
pp. 360-365 ◽  
Author(s):  
Hongguang Chen ◽  
Xiao Wang ◽  
Yueqin Huang ◽  
Guohua Li ◽  
Zhaorui Liu ◽  
...  
Keyword(s):  
Risk Factors ◽  
Depressive Symptoms ◽  
Anxiety Disorders ◽  
Latent Class Analysis ◽  
Latent Class ◽  
Class Analysis

scholarly journals Maternal and paternal trajectories of depressive symptoms predict family risk and children's emotional and behavioral problems after the birth of a sibling

2018 ◽  
Vol 31 (04) ◽  
pp. 1307-1324 ◽  
Author(s):  
Brenda L. Volling ◽  
Tianyi Yu ◽  
Richard Gonzalez ◽  
Elizabeth Tengelitsch ◽  
Matthew M. Stevenson
Keyword(s):  
Depressive Symptoms ◽  
Behavioral Problems ◽  
Externalizing Behavior ◽  
Latent Class ◽  
Emotional And Behavioral Problems ◽  
Family Risk Factors ◽  
Paternal Depression ◽  
Family Risk ◽  
Infant Sibling ◽  
Internalizing And Externalizing

AbstractThe current study examined trajectories of maternal and paternal depression in the year following the birth of an infant sibling, and relations with family risk factors and firstborn children's internalizing and externalizing behavior problems. Latent class growth analysis was conducted on 231 families in a longitudinal investigation (prebirth and 1, 4, 8, and 12 months postbirth) and revealed four classes of families: both mother and father low in depressive symptoms (40.7%); mother high–father low (25.1%); father high–mother low (24.7%), and both mother and father high (9.5%). Families with both mothers and fathers high on depressive symptoms were higher on marital negativity, parenting stress, and children's internalizing and externalizing problems, and lower on marital positivity and parental efficacy than other classes. Children, parents, and marital relationships were more problematic in families with fathers higher on depressive symptoms than in families in which mothers were higher, indicating the significant role of paternal support for firstborn children undergoing the transition to siblinghood. Maternal and paternal depression covaried with an accumulation of family risks over time, no doubt increasing the likelihood of children's problematic adjustment after the birth of their infant sibling.

Child Maltreatment, Delinquent Behavior, and School Factors as Predictors of Depressive Symptoms from Adolescence to Adulthood: A Growth Mixture Model

2017 ◽  
Vol 52 (1) ◽  
pp. 27-54 ◽  
Author(s):  
Gia Elise Barboza
Keyword(s):  
Depressive Symptoms ◽  
Child Maltreatment ◽  
Latent Class ◽  
Group Membership ◽  
Growth Mixture Model ◽  
School Factors ◽  
Growth Mixture ◽  
Broad Array ◽  
Drinking Frequency ◽  
Maltreatment Type

Previous methodological approaches have not been flexible enough to model the heterogeneity of depressive symptoms or to identify variations between prototypical trajectories conditional on risk and protective factors. The current study examined latent class trajectories of depressive symptoms using data from 3,819 respondents of the Adolescent Health Survey. Four trajectory profiles of depressive symptoms were identified: low-stable, high-decreasing, low-increasing, and moderate-decreasing. A broad array of risk factors were included into the modeling procedure to identify predictors of group membership. Relative to the low-stable group, membership in one of the three symptomatic groups (i.e., heightened depressive symptoms) was predicted by poverty, low self-esteem, gender, drinking frequency, poor academic outcomes, delinquency, and child maltreatment type. This study contributes to our understanding about the longitudinal manifestations of depression and identifies a broad array of factors significantly related to pathways of resilience.

scholarly journals Latent Profile Analyses of Depressive Symptoms in Younger and Older Oncology Patients

Assessment ◽  
2018 ◽  
Vol 27 (7) ◽  
pp. 1383-1398 ◽  
Author(s):  
Rebecca M. Saracino ◽  
Heining Cham ◽  
Barry Rosenfeld ◽  
Christian J. Nelson
Keyword(s):  
Depressive Symptoms ◽  
Older Patients ◽  
Latent Profile Analysis ◽  
Latent Class ◽  
Profile Analysis ◽  
Depression Scale ◽  
Epidemiological Studies ◽  
Class Differences ◽  
Patients With Cancer ◽  
Latent Profile

The aging of America will include a significant increase in the number of older patients with cancer, many of whom will experience significant depressive symptoms. Although geriatric depression is a well-studied construct, its symptom presentation in the context of cancer is less clear. Latent profile analysis was conducted on depressive symptoms in younger (40-64 years) and older (≥65 years) patients with cancer ( N = 636). The sample was clinically heterogeneous (i.e., included all stages, dominated by advanced stage disease). Participants completed questionnaires including the Center for Epidemiological Studies Depression Scale, which was used for the latent profile analysis. A four-class pattern was supported for each age group. However, the four-class pattern was significantly different between the younger and older groups in terms of the item means within each corresponding latent class; differences were primarily driven by severity such that across classes, older adults endorsed milder symptoms. An unexpected measurement issue was uncovered regarding reverse-coded items, suggesting that they may generate unreliable scores on the Center for Epidemiological Studies Depression Scale for a significant subset of patients. The results indicate that cancer clinicians can expect to see depressive symptoms along a continuum of severity for patients of any age, with less severe symptoms among older patients.

Profiles and characteristics of clinical subtypes of perinatal depressive symptoms: A latent class analysis

2019 ◽  
Vol 75 (11) ◽  
pp. 2753-2765 ◽  
Author(s):  
Ji‐Wei Sun ◽  
Dan‐Feng Cao ◽  
Jia‐Huan Li ◽  
Xuan Zhang ◽  
Ying Wang ◽  
...  
Keyword(s):  
Depressive Symptoms ◽  
Latent Class Analysis ◽  
Latent Class ◽  
Class Analysis ◽  
Perinatal Depressive Symptoms

scholarly journals Coping Patterns Among Primary Informal Dementia Caregivers in Singapore and Its Impact on Caregivers—Implications of a Latent Class Analysis

2020 ◽  
Author(s):  
Qi Yuan ◽  
Peizhi Wang ◽  
Tee Hng Tan ◽  
Fiona Devi ◽  
Daniel Poremski ◽  
...  
Keyword(s):  
Depressive Symptoms ◽  
Latent Class Analysis ◽  
Coping Strategies ◽  
Latent Class ◽  
Personal Characteristics ◽  
Future Research ◽  
Class Analysis ◽  
Dementia Caregivers ◽  
Design And Methods ◽  
Coping Patterns

Abstract Background and Objectives Existing studies typically explore the factor structure of coping strategies among dementia caregivers. However, this approach overlooks the fact that caregivers often use different coping strategies simultaneously. This study aims to explore the coping patterns of primary informal dementia caregivers in Singapore, examine their significant correlates, and investigate whether different patterns would affect the depressive symptoms of caregivers. Research Design and Methods Two hundred eighty-one primary informal caregivers of persons with dementia (PWD) were assessed. Coping strategies were measured by the Brief Coping Orientation to Problem Experienced inventory. A latent class analysis was performed to explore caregivers’ coping patterns, followed by logistic regressions to identify the significant correlates and the relationships between coping patterns and caregiver depression. Results The latent class analysis suggested a three-class solution that was featured by the frequency and variety of coping strategies used by caregivers—high coping (36.3%), medium coping (37.7%), and low coping (26.0%). Factors influencing the coping patterns of our sample were mainly related to caregivers’ individual resources such as personal characteristics and caregiving stressors like PWD’s problematic behaviors and caregiving burden. Compared to caregivers in the low coping group, those in the medium coping group had significantly higher risks of potential depression. Discussion and Implications The current study confirmed that there are distinct coping patterns among primary informal dementia caregivers, and caregivers with the low coping pattern had fewer depressive symptoms. Future research is needed to explore if coping patterns from our sample are generalizable to dementia caregivers elsewhere.

scholarly journals Depression and Psychosocial Stress Are Associated With Subclinical Carotid Atherosclerosis Among Women Living With HIV

2020 ◽  
Vol 9 (13) ◽  
Author(s):  
Matthew E. Levy ◽  
Kathryn Anastos ◽  
Steven R. Levine ◽  
Michael Plankey ◽  
Amanda D. Castel ◽  
...  
Keyword(s):  
Risk Factors ◽  
Posttraumatic Stress Disorder ◽  
Depressive Symptoms ◽  
Posttraumatic Stress ◽  
Psychosocial Stress ◽  
Latent Class ◽  
Stress Disorder ◽  
Plaque Formation ◽  
Psychosocial Risk ◽  
Increased Risk

Background To identify reasons for increased atherosclerotic risk among women living with HIV ( WLWH ), we evaluated the associations between psychosocial risk factors (depressive symptoms, perceived stress, and posttraumatic stress disorder symptoms) and subclinical atherosclerosis among WLWH and HIV ‐negative women. Methods and Results Carotid artery focal plaque (localized intima‐media thickness >1.5 mm) was measured using B‐mode ultrasound imaging in 2004–2005 and 2010–2012 in the Women's Interagency HIV Study. We created psychosocial risk groups using latent class analysis and defined prevalent plaque at the final measurement. We also examined repeated semiannual depression measures with respect to focal plaque formation throughout follow‐up. The associations between latent class and prevalent plaque, and between depressive symptom persistence and plaque formation, were assessed separately by HIV status using multivariable logistic regression. Among 700 women (median age 47 years), 2 latent classes were identified: high (n=163) and low (n=537) psychosocial risk, with corresponding prevalence of depression (65%/13%), high stress (96%/12%), and probable posttraumatic stress disorder (46%/2%). Among WLWH , plaque prevalence was 23% and 11% in high versus low psychosocial risk classes (adjusted odds ratio [aOR], 2.12; 95% CI, 1.11–4.05) compared with 9% and 9% among HIV ‐negative women (aOR, 1.07; 95% CI, 0.24–4.84), respectively. New plaque formation occurred among 17% and 9% of WLWH who reported high depressive symptoms at ≥45% versus <45% of visits (aOR, 1.96; 95% CI, 1.06–3.64), compared with 9% and 7% among HIV ‐negative women (aOR, 0.82; 95% CI, 0.16–4.16), respectively. Conclusions Psychosocial factors were independent atherosclerotic risk factors among WLWH . Research is needed to determine whether interventions for depression and psychosocial stress can mitigate the increased risk of atherosclerosis for WLWH .

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