Publications

2018

Goldman-Mellor S, Jia Y, Kwan K, Rutledge J. Syndromic surveillance of mental and substance use disorders: A validation study using emergency department chief complaints. Psychiatric Services. 2018;69:55–60. doi:10.1176/appi.ps.201700028
Objective: This study evaluated whether emergency de- partment (ED) patient presentations for problems related to mental and substance use disorders could be validly moni- tored by a syndromic surveillance system that uses chief complaints to identify mental disorders. Methods: The study used syndromic surveillance data on 146,315 ED visits to participating Fresno County, California, hospitals between January 1 and December 31, 2013. Free- text patient chief complaints are automatically classified into syndromes based on the developer s algorithms. Agreement was assessed between the algorithm s syndrome classifica- tion of mental health and substance abuse (MHSA) disorders and ICD-9-CM discharge diagnostic codes. Diagnosis and ED utilization patterns among patients with at least one visit with an MHSA syndrome classification were also examined. Results: Approximately 8% of ED visits during the study period received an MHSA syndrome classification. Overall agreement between MHSA syndrome classification and psychiatric- or substance use–related ICD-9 discharge diagnoses was high (k=.92, 95% confidence interval= .91–.92). Sensitivity (100%) and specificity (98.6%) of the MHSA syndrome classification were also very high. MHSA syndrome–classified patients exhibited high levels of health care andmorbidity burden compared with other patients. Conclusions: ED chief complaints can be utilized to reliably and validly ascertain the incidence of patient presentations for mental and substance use disorders in contexts in which discharge diagnoses are not routinely available. Wider adoption of MHSA-related syndrome algorithms by syn- dromic surveillance systems could be valuable for public mental health surveillance, service delivery, and resource planning efforts.
Allen K, Goldman-Mellor S. Neighborhood characteristics and adolescent suicidal behavior: Evidence from a population-based study. Suicide and Life-Threatening Behavior. 2018;48(6):677–689. doi:10.1111/sltb.12391
Research on the relationship between neighborhood characteristics and adolescents? risk of nonfatal suicidal behavior is scarce. We used California survey data to examine associations between measures of objective neighborhood quality (levels of violent crime, property crime, and socioeconomic disadvantage) and subjective neighborhood quality (perceptions of neighborhood safety and social cohesion) and adolescents? self-reported suicidal ideation and suicide attempt. Objective measures of neighborhood quality were unrelated to adolescents? risk of suicidal behavior. However, adolescents who perceived their neighborhoods to be less safe and less cohesive were 20%?45% more likely than nonsuicidal peers to report suicidal ideation and attempt.
Matthews T, Danese A, Caspi A, Fisher H, Goldman-Mellor S, Kepa A, Moffitt T, Odgers C, Arseneault L. Lonely young adults in modern Britain: findings from an epidemiological cohort study. Psychological Medicine. 2018. doi:10.1017/S0033291718000788
Copyright © Cambridge University Press 2018 Background: The aim of this study was to build a detailed, integrative profile of the correlates of young adults feelings of loneliness, in terms of their current health and functioning and their childhood experiences and circumstances. Methods: Data were drawn from the Environmental Risk Longitudinal Twin Study, a birth cohort of 2232 individuals born in England and Wales in 1994 and 1995. Loneliness was measured when participants were aged 18. Regression analyses were used to test concurrent associations between loneliness and health and functioning in young adulthood. Longitudinal analyses were conducted to examine childhood factors associated with young adult loneliness. Results: Lonelier young adults were more likely to experience mental health problems, to engage in physical health risk behaviours, and to use more negative strategies to cope with stress. They were less confident in their employment prospects and were more likely to be out of work. Lonelier young adults were, as children, more likely to have had mental health difficulties and to have experienced bullying and social isolation. Loneliness was evenly distributed across genders and socioeconomic backgrounds. Conclusions: Young adults experience of loneliness co-occurs with a diverse range of problems, with potential implications for health in later life. The findings underscore the importance of early intervention to prevent lonely young adults from being trapped in loneliness as they age.
Kwan K, Do-Reynoso V, Zarate-Gonzalez G, Goldman-Mellor S. Development and implementation of a community health survey for public health accreditation: Case study from a rural county in California. Evaluation and Program Planning. 2018;67. doi:10.1016/j.evalprogplan.2017.11.004
© 2017 Objective To describe the planning, development, pilot testing, fielding, and outcomes of a community health survey in a rural California county pursuing public health accreditation. Design Community partners helped the local health department develop the community health survey. Extensive English- and Spanish-language pilot testing was conducted over a period of four months. Final survey fielding was conducted online and at 20 community sites. Results 2189 completed surveys were collected. Total costs for developing and fielding the survey were approximately $25,000. Survey results indicated that alcoholism/drug abuse, breathing problems, and obesity were the primary health concerns of county residents. Benefits of conducting the community survey included strengthening inter-organizational partnerships between community partners, engaging a large and diverse respondent sample, and gathering information on a nuanced set of health indicators. Challenges included an unexpectedly high number of respondents and managing the needs of respondents with disabilities or poor literacy. Conclusion The information gathered from the community health survey was used in the implementation of a county-wide multi-agency strategic plan to address health priorities identified in the CHA. Engaging a broad set of community partners throughout the survey process was critical for ensuring the project s relevance and long-term regional impact.
Jaffee SR, Ambler A, Merrick M, Goldman-Mellor S, Odgers CL, Fisher HL, Danese A, Arseneault L. Childhood maltreatment predicts poor economic and educational outcomes in the transition to adulthood. American Journal of Public Health. 2018;108(9):1142–1147. doi:10.2105/AJPH.2018.304587
Objectives. To test whether childhood maltreatment was a predictor of (1) having low educational qualifications and (2) not being in education, employment, or training among young adults in the United Kingdom today. Methods. Participants were from the Environmental Risk (E-Risk) Longitudinal Twin Study, a nationally representative UK cohort of 2232 twins born in 1994 to 1995. Mothers reported on child maltreatment when participants were aged 5, 7, 10, and 12 years. Participants were interviewed about their vocational status at age 18 years. Results. The unadjusted odds of having low educational qualifications or of not being in education, employment, or training at age 18 years were more than 2 times greater for young people with a childhood history of maltreatment versus those without. These associations were reduced after adjustments for individual and family characteristics. Youths who reported having a supportive adult in their lives had better education outcomes than did youths who had less support. Conclusions. Closer collaboration between the child welfare and education systems is warranted to improve vocational outcomes for maltreated youths. (Am J Y oung people who are currently tran-sitioning to adulthood face a challenging labor market and path to financial independence. 1 In the United States, unemployment rates have risen since 2000 for adolescents and young adults. 1,2 European youths face similar challenges. 3 The transition to adulthood is a critical point at which to alter trajectories for youths who are unemployed and have few, if any, educational qualifications. Predicting which young people are at highest risk for not being in education, employment, or training (NEET) is crucial to accurately target preventive services. A childhood history of maltreatment (e.g., abuse or neglect) is 1 such predictor of educational and employment outcomes. 4 Relatively high rates of school dropout and unemployment among young people with histories of maltreatment could reflect a causal process by which abuse and neglect result in cognitive impairments, poor mental health, or physical health problems that impinge on academic achievement and employment prospects. For example, youths who are exposed to abuse and neglect are at risk for emotional, behavioral, and academic problems that are predictive of school dropout and unemployment. 5,6 A second possibility is that the association between childhood maltreatment and adult education and employment outcomes is noncausal. For example, childhood maltreatment co-occurs with other robust risk factors for poor socioeconomic outcomes, namely family-and neighborhood-level poverty. 7 A number of studies have shown that the associations between maltreatment and poor education and employment outcomes become nonsignificant once adjustments are made for individual-and family-level risk factors such as IQ or family socioeconomic background. 8-10 By contrast, other studies have identified unique effects of childhood maltreatment on adult socioeconomic outcomes, even after accounting for co-occurring risk factors. 11 Finally, individuals with court-substantiated records of abuse and neglect who were followed prospectively into middle-adulthood had fewer educational qualifications and lower earnings, were only half as likely to be in a skilled job or to be employed, and were less likely to have assets such as stocks or a vehicle compared with demographically matched controls. 12 The current study is well suited to distinguish between social selection and social causation hypotheses about the relationship between childhood maltreatment and education and employment outcomes during the transition to adulthood. A social causation account posits that maltreatment negatively
Wertz J, Agnew-Blais J, Caspi A, Danese A, Fisher HL, Goldman-Mellor S, Moffitt TE, Arseneault L. From Childhood Conduct Problems to Poor Functioning at Age 18 Years: Examining Explanations in a Longitudinal Cohort Study. Journal of the American Academy of Child and Adolescent Psychiatry. 2018;57(1):54–60. doi:10.1016/j.jaac.2017.09.437
Objective Childhood conduct problems are associated with poor functioning in early adulthood. We tested a series of hypotheses to understand the mechanisms underlying this association. Method We used data from the Environmental Risk (E-Risk) Longitudinal Twin Study, a birth cohort of 2,232 twins born in England and Wales in 1994 and 1995, followed up to age 18 years with 93% retention. Severe conduct problems in childhood were assessed at ages 5, 7, and 10 years using parent and teacher reports. Poor functioning at age 18 years, including cautions and convictions, daily cigarette smoking, heavy drinking, and psychosocial difficulties, was measured through interviews with participants and official crime record searches. Results Participants 18 years old with versus without a childhood history of severe conduct problems had greater rates of each poor functional outcome, and they were more likely to experience multiple poor outcomes. This association was partly accounted for by concurrent psychopathology in early adulthood, as well as by early familial risk factors, both genetic and environmental. Childhood conduct problems, however, continued to predict poor outcomes at age 18 years after accounting for these explanations. Conclusion Children with severe conduct problems display poor functioning at age 18 years because of concurrent problems in early adulthood and familial risk factors originating in childhood. However, conduct problems also exert a lasting effect on young people s lives independent of these factors, pointing to early conduct problems as a target for early interventions aimed at preventing poor functional outcomes.

2017

Goldman-Mellor S, Allen K, Kaplan MS. Rural/urban disparities in adolescent nonfatal suicidal ideation and suicide attempt: A population-based study. Suicide and Life-Threatening Behavior. 2017:1–11. doi:10.1111/sltb.12390
Adolescent suicide rates exhibit stark geographic disparities, with rates highest in rural areas. The causes of this disparity remain unclear. We investigated whether adolescent nonfatal suicidal ideation and attempt—leading risk factors for suicide—demonstrate the same rural/urban disparity. Using adolescent data from the 2011–2014 waves of the population-representative California Health Interview Survey (CHIS; N = 4,616), we estimated associations between residence in a rural area and suicidal ideation and suicide attempt, as well as access to psychological care. Survey-weighted logistic regression models controlled for individual- and family-level covariates. Results showed that rural adolescents were, compared to urban adolescents, substantially less likely to report recent suicidal ideation (OR = 0.25, 95% confidence interval [CI] = 0.10, 0.61) and suicide attempt (OR = 0.17, 95% CI = 0.05, 0.66). Suicidal youths in rural and urban areas were equally likely, however, to report receiving psychological care. In this study, rural adolescents in California reported lower rates of nonfatal suicidal behavior compared to urban peers. This pattern contrasts with rates of adolescent suicide fatality, which are higher in rural areas. Results suggest that reducing geographic disparities in youth suicide may require multifaceted public health approaches, in addition to better identification and treatment for high-risk adolescents.

2016

Margerison-Zilko C, Goldman-Mellor S, Falconi A, Downing J. Health impacts of the Great Recession: A critical review. Current Epidemiology Reports. 2016. doi:10.1007/s40471-016-0068-6
The severity, sudden onset, and multipronged na- ture of the Great Recession (2007–2009) provided a unique opportunity to examine the health impacts of macroeconomic downturn. We comprehensively review empirical literature examining the relationship between the Recession and mental and physical health outcomes in developed nations. Overall, studies reported detrimental impacts of the Recession on health, particularly mental health. Macro- and individual- level employment- and housing-related sequelae of the Recession were associated with declining fertility and self- rated health, and increasing morbidity, psychological distress, and suicide, although traffic fatalities and population-level alcohol consumption declined. Health impacts were stronger among men and racial/ethnic minorities. Importantly, strong social safety nets in some European countries appear to have buffered those populations from negative health effects. This literature, however, still faces multiple methodological chal- lenges, and more time may be needed to observe the Recession s full health impact.We conclude with suggestions for future work in this field.
Goldman-Mellor S, Margerison-Zilko C, Allen K, Cerda M. Perceived and objectively-measured neighborhood violence and adolescent psychological distress. Journal of Urban Health. 2016;93(5):758–769. doi:10.1007/s11524-016-0079-0
Prior research examining links between neighborhood violence and mental health has not been able to establish whether it is perceived levels of neighborhood violence, or actual levels of violent crime, that matter most for adolescents psychological well-being. In this study, we ascertained both perceived neighborhood safety and objectively-measured neighborhood-level violent crime (using a novel geospatial index of police-reported crime incidents) for 4464 adolescent respondents from the California Health Interview Survey (CHIS 2011–2014). We used propensity score-matched regression models to examine associations between these measures and CHIS adolescents symptoms of psychological distress. We found that adolescents who perceived their neighborhood to be unsafe were two times more likely than those who perceived their neighborhood to be safe to report serious psychological distress (OR = 2.4, 95 %CI = 1.20, 4.96). Adolescents who lived in areas objectively characterized by high levels of violent crime, however, were no more likely than their peers in safer areas to be distressed (OR = 1.41; 95 % CI = 0.60, 3.32). Our results suggest that, at the population level, adolescents perceptions of neighborhood violence, rather than objective levels of neighborhood crime, are most salient for their mental health.