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Author: Mustard, Cameron
Resulting in 2 citations.
1. Dobson, Kathleen G
Gignac, Monique A M
Mustard, Cameron
The Working Life Expectancy of American Adults Experiencing Depression
Social Psychiatry and Psychiatric Epidemiology published online (07 September 2023).
Also: https://link.springer.com/article/10.1007/s00127-023-02547-4
Cohort(s): NLSY79
Publisher: Springer
Keyword(s): Depression (see also CESD); Employment; Growth Mixture Modeling; Health, Mental/Psychological; Labor Force Participation; Markov chain / Markov model; Multistate Modeling; Unemployment; Working Life Expectancy (WLE)

Permission to reprint the abstract has not been received from the publisher.

Objectives: To estimate the working life expectancies (WLE) of men and women with depression, examining depression by symptom trajectories from the late 20s to early 50s, and to estimate WLE by race/ethnicity and educational attainment.

Methods: Data from 9206 participants collected from 1979 to 2018 in the US National Longitudinal Survey of Youth 1979 cohort were used. Depression was measured using the Center for Epidemiologic Studies Depression Scale Short Form at four time points (age 28-35, age 30-37, age 40, and age 50). Labor force status was measured monthly starting at age 30 until age 58-62. Depressive symptom trajectories were estimated using growth mixture modeling and multistate modeling estimated WLE from age 30-60 for each gender and depressive symptom trajectory.

Results: Five latent symptom trajectories were established: a persistent low symptom trajectory (n = 6838), an episodic trajectory with high symptoms occurring before age 40 (n = 995), an episodic trajectory with high symptoms occurring around age 40 (n = 526), a trajectory with high symptoms occurring around age 50 (n = 570), and a persistent high symptom trajectory (n = 277). The WLE for men at age 30 was 30.3 years for the persistent low symptom trajectory, 22.8 years for the episodic before 40 trajectory, 19.6 years for the episodic around age 40 trajectory, 18.6 years for the episodic around age 50 trajectory, and 13.2 years for the persistent high symptom trajectory. Results were similar for women. WLE disparities between depression trajectories grew when stratified by race/ethnicity and education level.

Conclusions: Roughly a quarter of individuals experienced episodic depressive symptoms. However, despite periods of low depressive symptoms, individuals were expected to be employed ~5-17 years less at age 30 compared to those with low symptoms. Accessible employment and mental health disability support policies and programs across the working life course may be effective in maintaining work attachment and improving WLE among those who experience depression.

Bibliography Citation
Dobson, Kathleen G, Monique A M Gignac and Cameron Mustard. "The Working Life Expectancy of American Adults Experiencing Depression." Social Psychiatry and Psychiatric Epidemiology published online (07 September 2023).
2. Dobson, Kathleen G.
Vigod, Simone N.
Mustard, Cameron
Smith, Peter M.
Parallel Latent Trajectories of Mental Health and Personal Earnings among 16- to 20 Year-old US Labor Force Participants: A 20-year Longitudinal Study
Social Psychiatry and Psychiatric Epidemiology published online (25 December 2022): DOI: 10.1007/s00127-022-02398-5.
Also: https://link.springer.com/article/10.1007/s00127-022-02398-5
Cohort(s): NLSY97
Publisher: Springer
Keyword(s): Earnings; Health, Mental/Psychological; Modeling, Growth Curve/Latent Trajectory Analysis

Permission to reprint the abstract has not been received from the publisher.

Purpose: Determine the number of latent parallel trajectories of mental health and employment earnings over two decades among American youth entering the workforce and estimate the association between baseline sociodemographic and health factors on latent trajectory class membership.

Methods: This study used data of 8173 participants from the National Longitudinal Survey of Youth 1997 who were 13-17 years old in 1997. Surveys occurred annually until 2011 then biennially until 2017, when participants were 33-37 years old. The Mental Health Inventory-5 measured mental health at eight survey cycles between 2000 and 2017. Employment earnings were measured annually between 1998 and 2017. Latent parallel trajectories were estimated using latent growth modeling. Multinomial logistic regression explored the association between baseline factors and trajectory membership.

Results: Four parallel latent classes were identified; all showed stable mental health and increasing earnings. Three percent of the sample showed a good mental health, steep increasing earnings trajectory (average 2017 earnings ~ $196,000); 23% followed a good mental health, medium increasing earnings trajectory (average 2017 earnings ~ $78,100); 50% followed a good mental health, low increasing earnings trajectory (average 2017 earnings ~ $39,500); and 24% followed a poor mental, lowest increasing earnings trajectory (average 2017 earnings ~ $32,000). Participants who were younger, women, Black or Hispanic, from lower socioeconomic households, and reported poorer health behaviors had higher odds of belonging to the poor mental health, low earnings class.

Bibliography Citation
Dobson, Kathleen G., Simone N. Vigod, Cameron Mustard and Peter M. Smith. "Parallel Latent Trajectories of Mental Health and Personal Earnings among 16- to 20 Year-old US Labor Force Participants: A 20-year Longitudinal Study." Social Psychiatry and Psychiatric Epidemiology published online (25 December 2022): DOI: 10.1007/s00127-022-02398-5.