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Research / Funded grants

2014 Focus Grant

Development of a Novel Method for the Short-Term Prediction of Suicidal Behavior

1 research finding from this AFSP-funded study.

Research finding · July 2026

Suicide risk may be best understood by integrating multiple theories

Suicide research includes several major theories about why suicidal thoughts and behaviors emerge, but those theories emphasize different psychological pathways. Dr. Aaron Beck’s hopelessness theory highlights negative expectations about the future as a driver of suicidal behavior. The interpersonal theory of suicide proposes that suicide risk increases when people feel they don’t belong, perceive themselves as a burden, and become less fearful of death. Other models emphasize experiences such as entrapment, emotional pain, impulsivity, or difficulties regulating distress. While these theories have each contributed important insights, many of the psychological experiences they describe overlap in everyday life, making it difficult to determine which factors are most strongly connected to different stages of suicide risk. Clarifying these relationships may help researchers better understand how suicidal thoughts develop, intensify, and transition into suicidal behavior.

Dr. Matthew Nock used his AFSP research grant to study 1,412 emergency department patients presenting with psychiatric concerns, assessing psychological risk factors at baseline and then following participants one and six months later. Using network outcome analysis, a statistical approach designed to identify the unique contribution of overlapping risk factors, Dr. Nock found that different psychological factors were most strongly associated with different suicide-related outcomes. Lack of belongingness was most predictive of later suicidal ideation, fearlessness about death was most predictive of suicide planning, and hopelessness was most predictive of suicide attempts. Dr. Nock also found that a person’s explicit association with death (i.e., how strongly they consciously associated themselves with death-related concepts) predicted suicidal ideation, suicide planning, and suicide attempts across follow-up periods. Overall, the findings suggest that suicide risk may be best understood by integrating insights from multiple theories, with different psychological experiences becoming more relevant at different points along the pathway from suicidal thoughts to suicidal behavior.

Citation: Freichel, R., Nock, M.K. & O’Shea, B.A. A network outcome analysis of psychological risk factors driving suicide risk in emergency department patients. Nat. Mental Health 3, 346–353 (2025). https://doi.org/10.1038/s44220-025-00389-4

This finding comes from an AFSP-funded study — see the grant below ↓

The grant behind this work · 2014 Focus Grant

Development of a Novel Method for the Short-Term Prediction of Suicidal Behavior

Matthew Nock, Ph.D.

Matthew Nock, Ph.D.

Harvard University

Amount awarded
$1,043,263
Focus area
Psychosocial

Inside the Research

2014 marked a milestone for both AFSP and the field of suicide research. We created the Focus Grant, our first million-dollar grant.

Each year our research department will request applications for studies that focus on a specific area of suicide prevention that has been determined by AFSP and its Scientific Council. AFSP’s inaugural Focus Grant targets short-term suicide risk, and we awarded the grant to Dr. Matthew Nock, a pioneer in the field of suicide research.

His study combines clinical evaluation measures with computer-based implicit association tasks that together could reliably predict a patient’s short-term suicide risk. The resulting assessment tool could be implemented in emergency departments, and it would signal clinicians to take steps to address suicide risk in the near term.

We asked Dr. Nock to tell us how he came to study suicide and what his plans are for the grant he has received from AFSP. His answers are below.

What motivated you to study suicide?

My introduction to suicide came while I was working as an undergraduate in a psychiatric hospital in London. Many of the patients in the locked ward where I worked were severely self-injurious and suicidal. The level of suffering these patients experienced was staggering. I wanted to help, and was surprised to discover that even mental health professionals did not fully understand what drives suicidal behavior, or how to prevent it. Since then I’ve been driven by an intense desire to better understand suicidal behavior so that we can find new methods to identify those at risk, and discover the best ways to help them.

How did you get the idea for the Focus Grant study?

Our proposed study synthesizes three arms of research that my colleagues and I have been working on. Our goal is to combine our three best approaches to the prediction of suicidal behavior and test whether this combined approach enhances prediction beyond what is currently possible. We also want to design a screening tool that could actually be used in a real-world clinical setting where many patients at high short-term risk for suicidal behavior are seen: the emergency department. If successful, we hope to have a clinical tool that can be used to improve the short-term prediction of suicidal behavior.

What are some of the challenges suicide researchers face?

Suicide researchers face many challenges: scientifically, clinically, and logistically. Scientifically: suicidal behavior appears to be the end result of a complex interaction of factors occurring at multiple levels of analysis. Teasing apart how these different factors come together to produce suicidal thoughts—and lead to suicidal behavior—is an extremely difficult process. Clinically: we have relied primarily on people’s self-reporting of their own suicidal thoughts. This method of data collection is not ideal, in large part because people who are thinking about suicide often do not tell others about such thoughts. Logistically: although suicide is a leading cause of death, suicide and suicide attempts are low base-rate behaviors, which means we need very large sample sizes to study suicidal behavior in a fine-grained way. We hope to overcome some of these challenges with our current project.

Dr. Nock and AFSP's Dr. Jill Harkavy-Friedman were interviewed by WBUR for their series "Suicide: A Crisis in the Shadows"

Dr. Nock was featured in The New York Times.

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