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Nicholas C. Jacobson · Study
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Author
Nicholas C. Jacobson
43 works
· latest 2025
· 4 institutions
cluster: provisional
ORCID 0000-0002-8832-4741
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3,280
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Most cited in this library
Anxiety and depression as bidirectional risk factors for one another: A meta-analysis of longitudinal studies.
2017 · 576 citations
Randomized Trial of a Generative AI Chatbot for Mental Health Treatment
2025 · 286 citations
Flattening the Mental Health Curve: COVID-19 Stay-at-Home Orders Are Associated With Alterations in Mental Health Search Behavior in the United States
2020 · 195 citations
Digital Biomarkers of Social Anxiety Severity: Digital Phenotyping Using Passive Smartphone Sensors
2020 · 162 citations
Digital biomarkers of mood disorders and symptom change
2019 · 160 citations
Works
43 shown
Response to Letters about “Randomized Trial of a Generative AI Chatbot for Mental Health Treatment”
NEJM AI
·
2025
·
7 authors
4
citations
Datasets of Smartphone Modalities for Depression Assessment: A Scoping Review
IEEE Transactions on Affective Computing
·
2025
·
8 authors
·
Open access
3
citations
Randomized Trial of a Generative AI Chatbot for Mental Health Treatment
NEJM AI
·
2025
·
10 authors
286
citations
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2024
·
16 authors
·
Open access
47
citations
Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2024
·
11 authors
·
Open access
18
citations
ChatGPT as therapy: A qualitative and network-based thematic profiling of shared experiences, attitudes, and beliefs on Reddit
Journal of Psychiatric Research
·
2024
·
6 authors
·
Open access
6
citations
Evaluating Therabot: A Randomized Control Trial Investigating the Feasibility and Effectiveness of a Generative AI Therapy Chatbot for Depression, Anxiety, and Eating Disorder Symptom Treatment
·
2024
·
10 authors
·
preprint
14
citations
Behind the Screen: A Narrative Review on the Translational Capacity of Passive Sensing for Mental Health Assessment
Biomedical Materials & Devices
·
2024
·
6 authors
·
review
18
citations
Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major depressive disorder.
Journal of Psychopathology and Clinical Science
·
2024
·
10 authors
·
Open access
63
citations
Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward
Behaviour Research and Therapy
·
2023
·
57 authors
·
Open access
107
citations
Predicting individual response to a web-based positive psychology intervention: a machine learning approach
The Journal of Positive Psychology
·
2023
·
4 authors
·
Open access
10
citations
Development of a digital biomarker and intervention for subclinical depression: study protocol for a longitudinal waitlist control study
BMC Psychology
·
2023
·
8 authors
·
Open access
4
citations
Mobile phone–based interventions for mental health show promise of effectiveness, but what does the evidence tell us about what needs to come next?
PLOS Digital Health
·
2022
·
3 authors
·
Open access
4
citations
Using digital therapeutics to target gaps and failures in traditional mental health and addiction treatments
Elsevier eBooks
·
2022
·
4 authors
·
chapter
9
citations
Introduction: A vision for the field of digital therapeutics
Elsevier eBooks
·
2022
·
3 authors
·
chapter
4
citations
Applying ensemble machine learning models to predict individual response to a digitally delivered worry postponement intervention
Journal of Affective Disorders
·
2022
·
4 authors
·
Open access
10
citations
Digital phenotyping of generalized anxiety disorder: using artificial intelligence to accurately predict symptom severity using wearable sensors in daily life
Translational Psychiatry
·
2022
·
2 authors
·
Open access
68
citations
Predicting symptom response and engagement in a digital intervention among individuals with schizophrenia and related psychoses
Frontiers in Psychiatry
·
2022
·
5 authors
·
Open access
9
citations
Exploring the digital footprint of depression: a PRISMA systematic literature review of the empirical evidence
BMC Psychiatry
·
2022
·
4 authors
·
review
·
Open access
76
citations
Exploring the Digital Footprint of Depression: A PRISMA Systematic Literature Review of the Empirical Evidence.
·
2022
·
4 authors
·
preprint
·
Open access
7
citations
The Challenges in Designing a Prevention Chatbot for Eating Disorders: Observational Study
JMIR Formative Research
·
2022
·
9 authors
·
Open access
50
citations
Effectiveness of a chatbot for eating disorders prevention: A randomized clinical trial
International Journal of Eating Disorders
·
2021
·
10 authors
90
citations
Digital biomarkers of anxiety disorder symptom changes: Personalized deep learning models using smartphone sensors accurately predict anxiety symptoms from ecological momentary assessments
Behaviour Research and Therapy
·
2021
·
2 authors
·
Open access
92
citations
A randomized controlled feasibility trial of internet-delivered guided self-help for generalized anxiety disorder (GAD) among university students in India.
Psychotherapy
·
2021
·
6 authors
·
Open access
34
citations
Using smartphone app use and lagged-ensemble machine learning for the prediction of work fatigue and boredom
Computers in Human Behavior
·
2021
·
3 authors
·
Open access
31
citations
Predictive Modeling Approach to Evaluate Individual Response to a Physical Activity Digital Intervention for Subjects with Major Depressive Disorder
·
2021
·
5 authors
·
preprint
4
citations
Just-in-Time Adaptive Mechanisms of Popular Mobile Apps for Individuals With Depression: Systematic App Search and Literature Review
Journal of Medical Internet Research
·
2021
·
8 authors
·
review
·
Open access
59
citations
Harnessing mobile technology to reduce mental health disorders in college populations: A randomized controlled trial study protocol
Contemporary Clinical Trials
·
2021
·
14 authors
·
Open access
34
citations
Deep learning paired with wearable passive sensing data predicts deterioration in anxiety disorder symptoms across 17–18 years
Journal of Affective Disorders
·
2020
·
4 authors
·
Open access
70
citations
Using Artificial Intelligence to Predict Change in Depression and Anxiety Symptoms in a Digital Intervention: Evidence from a Transdiagnostic Randomized Controlled Trial
Psychiatry Research
·
2020
·
2 authors
·
Open access
42
citations
Artificial Intelligence Chatbot for Depression: Descriptive Study of Usage
JMIR Formative Research
·
2020
·
6 authors
·
Open access
117
citations
A randomized controlled trial of a smartphone-based application for the treatment of anxiety
Psychotherapy Research
·
2020
·
5 authors
·
Open access
37
citations
Passive Sensing of Prediction of Moment-To-Moment Depressed Mood among Undergraduates with Clinical Levels of Depression Sample Using Smartphones
Sensors
·
2020
·
2 authors
·
Open access
139
citations
Flattening the Mental Health Curve: COVID-19 Stay-at-Home Orders Are Associated With Alterations in Mental Health Search Behavior in the United States
JMIR Mental Health
·
2020
·
7 authors
·
Open access
195
citations
Digital Biomarkers of Social Anxiety Severity: Digital Phenotyping Using Passive Smartphone Sensors
Journal of Medical Internet Research
·
2020
·
3 authors
·
Open access
162
citations
Using Digital Phenotyping to Accurately Detect Depression Severity
The Journal of Nervous and Mental Disease
·
2019
·
3 authors
94
citations
Cognitive-Behavioral Therapy in the Digital Age: Presidential Address
Behavior Therapy
·
2019
·
6 authors
·
Open access
120
citations
The Effects of Worry in Daily Life: An Ecological Momentary Assessment Study Supporting the Tenets of the Contrast Avoidance Model
Clinical Psychological Science
·
2019
·
6 authors
·
Open access
96
citations
Digital biomarkers of mood disorders and symptom change
npj Digital Medicine
·
2019
·
3 authors
·
Open access
160
citations
The Differential Time-Varying Effect Model (DTVEM): A tool for diagnosing and modeling time lags in intensive longitudinal data
Behavior Research Methods
·
2018
·
3 authors
·
Open access
63
citations
Anxiety and depression as bidirectional risk factors for one another: A meta-analysis of longitudinal studies.
Psychological Bulletin
·
2017
·
2 authors
·
review
576
citations
Perceived emotional social support in bereaved spouses mediates the relationship between anxiety and depression
Journal of Affective Disorders
·
2017
·
3 authors
·
Open access
99
citations
Avoidance mediates the relationship between anxiety and depression over a decade later
Journal of Anxiety Disorders
·
2014
·
2 authors
·
Open access
149
citations