Research finding · October 2026
Technology-related pressure and loss of control may overlap with acute suicide crisis symptoms
Technology is now embedded in nearly every part of daily life, often in ways that are difficult to avoid. People may depend on apps, automated systems, constant connectivity, digital identification, online services, and social platforms for work, communication, shopping, healthcare, and basic tasks. For some, this can create a sense of being watched, pressured, manipulated, or unable to disengage; yet there has been no established way to measure that experience or understand whether this form of technology-related distress is associated with acute psychological distress or suicide vulnerability. One framework researchers use to understand near-term suicide risk is Suicide Crisis Syndrome (SCS), a proposed acute suicidal state characterized by entrapment, affective disturbance, loss of cognitive control, hyperarousal, and social withdrawal. Researchers therefore set out to examine whether perceived loss of autonomy in digital environments could be measured reliably, and whether it overlaps with these symptoms of acute suicide vulnerability.
With AFSP funding, Dr. Igor Galynker and colleagues developed the 22-item Digital Coercion Scale to measure perceived pressure, loss of control, and distress related to technology, and tested it in 89 adults receiving inpatient psychiatric care across four New York City hospitals; 31 had been hospitalized following a suicide attempt within the previous week. The scale showed strong internal consistency and captured five distinct dimensions of digital distress: emotional distress related to digital engagement, frustration with technological systems, privacy and surveillance concerns, forced dependence on technology, and compulsory social connectivity. Higher scores were significantly associated with depression and with the overall SCS measure, as well as each of its five symptom domains.
The strongest associations were with affective disturbance and entrapment, while social withdrawal also emerged as a consistent correlate in multivariable analyses. By contrast, digital coercion scores were not significantly associated with suicidal ideation itself. Among a smaller subgroup hospitalized after a recent suicide attempt, participants who reported unusually dark, hopeless, or otherwise atypical social media activity also had higher digital coercion scores. These findings do not establish that technology-related distress causes suicidal crises or predicts suicidal behavior, but they provide preliminary evidence that perceived digital coercion is a measurable form of distress that overlaps with acute suicide crisis symptoms and may capture aspects of vulnerability not reflected by suicidal ideation alone.
Citation: Wheeler, E., Cohen, L. J., Sobrero, M., Bloch-Elkouby, S., Lin, N., El Hayek, R., Apter Levy, Y., & Galynker, I. (2026). The development of the digital coercion scale (DCS) and its association with suicide crisis syndrome (SCS). Journal of psychiatric research, 202, 60–68. https://doi.org/10.1016/j.jpsychires.2026.08.007
This finding comes from an AFSP-funded study — see the grant below ↓