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February 27, 2026

Feasibility and Effectiveness of Personalized Home-Based Neurostimulation for Teachers Experiencing Work-Related Rumination.

Key Points

To evaluate the feasibility and effectiveness of personalized home-based neurostimulation for teachers dealing with work-related rumination.
Conducted a home-based neurostimulation intervention
Personalized stimulation compared to sham stimulation
Measured daytime sleepiness and other outcomes
Personalized neurostimulation did not significantly outperform sham
Identified current amplitude as a key factor affecting daytime sleepiness
Emphasized the need to refine personalization algorithms for better efficacy

Abstract

Home-based neurostimulation interventions are feasible and well tolerated. While personalized stimulation did not outperform sham, the findings identify current amplitude as a key factor influencing daytime sleepiness and highlight the need to further refine personalization algorithms and stimulation strategies to optimize effectiveness.

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Authors

Delia Ciobotaru

University of Surrey

Vu T. Nguyen

Amazon (United States)

Alejandro Pérez

Universidad de La Laguna

Actions

Institutions

King's College London

University of Surrey

Universidad de La Laguna

References and Citations

Connected Papers

Building similarity graph...

Analyzing shared references across papers

Feasibility and Effectiveness of Personalized Home-Based Neurostimulation for Teachers Experiencing Work-Related Rumination.

Key Points

Abstract

Citation Network

Connected Papers

Discussion

Authors

Actions

Institutions

References and Citations

Citation Network

Connected Papers

Discussion

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