Inference on summaries of a model-agnostic longitudinal variable importance trajectory with application to suicide prevention. 

The annals of applied statistics. 2026

Validation of a self-harm prediction model in black youth seeking outpatient mental health care. 

American Journal of Epidemiology. 2026

Changes in utilization of in-person and virtual outpatient mental health visits before and during the COVID-19 pandemic: an observational cohort study. 

Medicine. 2025

Factors associated with suicide mortality among reproductive age women: a case-control study. 

Journal of Reproductive and Infant Psychology. 2025

Psychiatric medication adherence in the United States before and during the COVID-19 pandemic. 

Pharmacoepidemiology and Drug Safety. 2025

Psychotherapy engagement before and after a rapid transition to telehealth during COVID-19 for older adults with dementia. 

Journal of Applied Gerontology. 2025

Use of ICD-10-CM codes for adverse social determinants of health across health systems. 

Psychiatric Services. 2025

Variation in completeness of coding external cause of injuries under ICD-10-CM. 

Injury Prevention. 2025

Adolescents who do not endorse risk via the Patient Health Questionnaire before self-harm or suicide. 

JAMA psychiatry. 2024

Clozapine use among people with psychotic disorders who experience specific indications for clozapine. 

Journal of Clinical Psychiatry. 2024

Importance of variables from different time frames for predicting self-harm using health system data. 

Journal of biomedical informatics. 2024

Predicting suicide death after emergency department visits with mental health or self-harm diagnoses. 

General Hospital Psychiatry. 2024

Psychotherapy disruption before and after the transition to virtual mental health care induced by the COVID-19 pandemic. 

Psychiatric Services. 2024

Racial-ethnic differences in receipt of past-year health care services among suicide decedents: a case-control study. 

Psychiatric Services. 2024

Reduced disruption in psychotherapy visits among older adults during the COVID-19 pandemic. 

American Journal of Geriatric Psychiatry. 2024

Short report: transition to International Classification of Diseases, 10th Revision and the prevalence of autism in a cohort of healthcare systems. 

Autism. 2024

The rapid shift to virtual mental health care: examining psychotherapy disruption by rurality status. 

Journal of Rural Health. 2024

Are people who die by intentional medication poisoning dispensed those medications in the year prior to death?. 

Archives of suicide research. 2023

Assessing the differential item functioning of PHQ-9 items for diverse racial and ethnic adults with mental health and/or substance use disorder diagnoses: a retrospective cohort study. 

Journal of Affective Disorders. 2023

Assessment of disruptive life events for individuals diagnosed with schizophrenia or bipolar I disorder using data from a consumer credit reporting agency. 

JAMA psychiatry. 2023

Association between adverse social determinants of health and suicide death. 

Medical Care. 2023

Beyond clinical outcomes: case control study of the role of race in disruptive life events for people with serious mental illness. 

General Hospital Psychiatry. 2023

Cancer and psychiatric diagnoses in the year preceding suicide. 

Cancer medicine. 2023

Complex modeling with detailed temporal predictors does not improve health records-based suicide risk prediction. 

NPJ digital medicine. 2023

Diagnosed posttraumatic stress disorder and other trauma-associated stress disorders and risk for suicide mortality. 

Psychiatric Services. 2023

Health diagnoses and service utilization in the year before youth and young adult suicide. 

Psychiatric Services. 2023

Understanding TBI as a risk factor versus a means of suicide death using electronic health record data. 

Archives of suicide research. 2023

Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events. 

Journal of the American Medical Informatics Association. 2022

Connecting research and practice: implementation of suicide prevention strategies in learning health care systems. 

Psychiatric Services. 2022

Detecting and distinguishing indicators of risk for suicide using clinical records. 

Translational psychiatry. 2022

Effect of offering care management or online dialectical behavior therapy skills training vs usual care on self-harm among adult outpatients with suicidal ideation: a randomized clinical trial. 

JAMA. 2022

Machine learning prediction of suicide risk does not identify patients without traditional risk factors. 

Journal of Clinical Psychiatry. 2022

Suicide deaths before and during the coronavirus disease 2019 pandemic: an interrupted time-series study. 

Medical Care. 2022

Evaluation of electronic health record-based suicide risk prediction models on contemporary data. 

Applied Clinical Informatics. 2021

Predicting suicide attempts and suicide deaths among adolescents following outpatient visits. 

Journal of Affective Disorders. 2021

Prediction of suicidal behavior using self-reported suicidal ideation among patients with bipolar disorder. 

Journal of Affective Disorders. 2021

Serious suicide attempts and risk of suicide death. 

Crisis. 2021

Suicide behavior following PHQ-9 screening among individuals with substance use disorders. 

Journal of Addiction Medicine. 2021

Utility of item 9 of the patient health questionnaire in the prospective identification of adolescents at risk of suicide attempt. 

Suicide and Life-Threatening Behavior. 2021

Weighing the association between BMI change and suicide mortality. 

Psychiatric Services. 2021

Association between suicide death and concordance with benzodiazepine treatment guidelines for anxiety and sleep disorders. 

General Hospital Psychiatry. 2020

Chronic pain diagnoses and opioid dispensings among insured individuals with serious mental illness. 

BMC psychiatry. 2020

Provider contributions to disparities in mental health care. 

Psychiatric Services. 2020

Substance use disorders and risk of suicide in a general US population: a case control study. 

Addiction Science & Clinical Practice. 2020

Are wishes for death or suicidal ideation symptoms of depression in older adults?. 

Aging & mental health. 2019

Assessing and minimizing re-identification risk in research data derived from health care records. 

EGEMS (Washington, DC). 2019

Diagnosed mental health conditions and risk of suicide mortality. 

Psychiatric Services. 2019

Predicting suicide attempts for racial and ethnic groups of patients during routine clinical care. 

Suicide and Life-Threatening Behavior. 2019

Principles and procedures for data and safety monitoring in pragmatic clinical trials. 

Trials. 2019

Self-reported suicidal ideation as a predictor of suicidal behavior among outpatients with diagnoses of psychotic disorders. 

Psychiatric Services. 2019

The mediating effect of sleep disturbance on the relationship between nonmalignant chronic pain and suicide death. 

Pain practice. 2019

Variation in patterns of health care before suicide: a population case-control study. 

Preventive Medicine. 2019

What health records data are required for accurate prediction of suicidal behavior?. 

Journal of the American Medical Informatics Association. 2019

Dermatologic conditions and risk of suicide: a case-control study. 

Psychosomatics. 2018

Does patient adherence to antidepressant medication actually vary between physicians?. 

Journal of Clinical Psychiatry. 2018

General medical, mental health, and demographic risk factors associated with suicide by firearm compared with other means. 

Psychiatric Services. 2018

Predicting suicide attempts and suicide deaths following outpatient visits using electronic health records. 

American Journal of Psychiatry. 2018

Treatment initiation for new episodes of depression in primary care settings. 

Journal of General Internal Medicine. 2018

A pragmatic randomized clinical trial of behavioral activation for depressed pregnant women. 

Journal of Consulting and Clinical Psychology. 2017

Antidepressant use by youth with minimal or mild depression: evidence from 3 health systems

2017

Between-visit changes in suicidal ideation and risk of subsequent suicide attempt. 

Depression and Anxiety. 2017

Major physical health conditions and risk of suicide. 

American Journal of Preventive Medicine. 2017

Suicidal ideation reported on the PHQ9 and risk of suicidal behavior across age groups. 

Journal of Affective Disorders. 2017

The impact of race and ethnicity on rates of return to psychotherapy for depression. 

Depression and Anxiety. 2017

Adherence to common cardiovascular medications in patients with schizophrenia vs. patients without psychiatric illness. 

General Hospital Psychiatry. 2016

Antidepressant adherence across diverse populations and healthcare settings. 

Depression and Anxiety. 2016

Facilitating action for suicide prevention by learning health care systems. 

Psychiatric Services. 2016

Population-based outreach versus care as usual to prevent suicide attempt: study protocol for a randomized controlled trial. 

Trials. 2016

Risk of suicide attempt and suicide death following completion of the Patient Health Questionnaire depression module in community practice. 

Journal of Clinical Psychiatry. 2016

Adjusting antidepressant quality measures for race and ethnicity. 

JAMA psychiatry. 2015

Antidepressants are not overprescribed for mild depression. 

Journal of Clinical Psychiatry. 2015

Psychiatric comorbidity and 30-day readmissions after hospitalization for heart failure, AMI, and pneumonia. 

Psychiatric Services. 2015

A guide to research partnerships for pragmatic clinical trials. 

BMJ (Clinical research ed.). 2014

Changes in antidepressant use by young people and suicidal behavior after FDA warnings and media coverage: quasi-experimental study. 

BMJ (Clinical research ed.). 2014

Health care contacts in the year before suicide death. 

Journal of General Internal Medicine. 2014

National prevalence of receipt of antidepressant prescriptions by persons without a psychiatric diagnosis. 

Psychiatric Services. 2014

The association between work performance and physical activity, cardiorespiratory fitness, and obesity. 

Journal of Occupational and Environmental Medicine. 2004

Screening for suicide risk is predicting the future, not diagnosing the present [editorial]. 

Joint Commission journal on quality and patient safety.  49. 2023

Population-based outreach vs usual care to prevent suicide attempt: study protocol for a randomized clinical trial [poster]

2017

The mediating effect of sleep disturbance on the relationship between chronic pain and suicide death [poster]

2017

Examining health service utilization in the year prior to suicide death [poster]

2013

Use of antidepressants and suicide attempts in young patients following FDA warnings [poster]

2013

Does depression status impact recognition, treatment, or control of hypertension [poster]?

2011

Use of antipsychotic medications in pediatric populations: what do the data say [review]?. 

Current psychiatry reports. 2013

Demographic and psychosocial factors associated with suicide mortality among childbearing-age individuals: a case-control study [abstract]. 

Journal of patient-centered research and reviews. 2021

Health diagnoses and service utilization in the year prior to youth and young adult suicide [abstract]. 

Journal of patient-centered research and reviews. 2021

Trauma diagnoses and risk for suicide mortality in a health system patient population [abstract]. 

Journal of patient-centered research and reviews. 2021

Antidepressant adherence across diverse populations and health care settings [abstract]. 

Journal of patient-centered research and reviews. 2016

Integrating technology into mental health intervention trials [abstract]. 

Journal of patient-centered research and reviews. 2016

Appropriateness of antidepressant prescribing thresholds across health systems and patient groups [presentation], Mental Health Services Research 22nd NIMH Conference

Behavioral activation therapy for perinatal depression: preliminary results from a multisite randomized trial [presentation], HMO Research Network 20th Annual Conference: Embedded Research to Improve Health

Can the HMORN transform itself into a learning healthcare network [presentation]?, HMO Research Network (HMORN) 18th Annual Conference--Learning Health Care Systems: Leading Through Research

Creating a learning healthcare system [presentation], Health Care Systems Research Network (HCSRN) Annual Meeting: Advancing Learning Health Systems through Embedded Research

Depression severity and suicidal ideation across age groups and degrees of medical comorbidity [presentation], HMO Research Network (HMORN) 21st Annual Conference: Care Improvement Research: Partnering with Patients, Providers and Operational Leaders

Psychotherapeutic prescription patterns across health plans in the Mental Health Research Network [presentation], HMO Research Network 17th Conference: Collaborations in Population-Based Health Research