Research graph
References from Smartphone-Based Passive Sensing of Activity Levels and Behavioral Activation During Psychosocial Interventions for Older Adults With Depression: Longitudinal Observational Study. Local targets link to admitted publications; unresolved targets remain external evidence.
Physical exercise in major depression: reducing the mortality gap while improving clinical outcomes
10.3389/fpsyt.2018.00762 · External reference
Exercise, physical activity, and sedentary behavior in the treatment of depression: broadening the scientific perspectives and clinical opportunities
10.3389/fpsyt.2016.00036 · External reference
Effect of exercise for depression: systematic review and network meta-analysis of randomised controlled trials
10.1136/bmj-2023-075847 · External reference
Experience sampling and ecological momentary assessment studies in psychopharmacology: a systematic review
10.1016/j.euroneuro.2015.08.008 · External reference
Moving forward: how depression heterogeneity hinders progress in treatment and research
10.1080/14737175.2017.1307737 · External reference
Ecological momentary assessment in psychotherapy research: a systematic review
10.1016/j.cpr.2025.102565 · External reference
Change is not always linear: the study of nonlinear and discontinuous patterns of change in psychotherapy
10.1016/j.cpr.2007.01.008 · External reference
Digital phenotyping in psychiatry: a scoping review
10.3233/thc-213648 · External reference
The Behavioral Activation for Depression Scale (BADS): psychometric properties and factor structure
10.1007/s10862-006-9038-5 · External reference
Depressive symptom screening in elderly by passive sensing data of smartphones or smartwatches: a systematic review
10.1371/journal.pone.0304845 · External reference
Digital phenotyping for stress, anxiety, and mild depression: systematic literature review
10.2196/40689 · External reference
Digital health tools for the passive monitoring of depression: a systematic review of methods
10.1038/s41746-021-00548-8 · External reference
A systematic review of location data for depression prediction
10.3390/ijerph20115984 · External reference
Digital biomarkers in depression: a systematic review and call for standardization and harmonization of feature engineering
10.1016/j.jad.2024.03.163 · External reference
Daily step count and depression in adults: a systematic review and meta-analysis
10.1001/jamanetworkopen.2024.51208 · External reference
Physical activity and sedentary behavior in people with major depressive disorder: a systematic review and meta-analysis
10.1016/j.jad.2016.10.050 · External reference
The impact of aging on access to technology
10.1007/s10209-006-0060-x · External reference
Just-in-the-moment adaptive interventions (JITAI): a meta-analytical review
10.1080/10410236.2019.1652388 · External reference
A scoping review of the feasibility, usability, and efficacy of digital interventions in older adults concerning physical activity and/or exercise
10.3389/fragi.2025.1516481 · External reference
Use of passive sensing in psychotherapy studies in late life: a pilot example, opportunities and challenges
10.3389/fpsyt.2021.732773 · External reference
The views and experiences of older adults regarding digital mental health interventions: a systematic review of qualitative studies
10.1016/j.lanhl.2024.08.007 · External reference
2SpamH: a two-stage pre-processing algorithm for passively sensed mHealth data
10.3390/s24217053 · External reference
Increasing completion of daily patient-reported outcomes in psychotherapies for late-life depression through user-centered design
10.1055/s-0044-1790545 · External reference
A future research agenda for digital geriatric mental healthcare
10.1016/j.jagp.2019.05.013 · External reference
Real-time monitoring of psychotherapeutic processes: concept and compliance
10.3389/fpsyg.2016.00604 · External reference
The PHQ-9: validity of a brief depression severity measure
10.1046/j.1525-1497.2001.016009606.x · External reference
A new depression scale designed to be sensitive to change
10.1192/bjp.134.4.382 · External reference
Problem-solving therapy and supportive therapy in older adults with major depression and executive dysfunction
10.1176/appi.ajp.2010.09091327 · External reference
A model for streamlining psychotherapy in the RDoC era: the example of “Engage”
10.1038/mp.2013.150 · External reference
Comparing the streamlined psychotherapy “Engage” with problem-solving therapy in late-life major depression. A randomized clinical trial
10.1038/s41380-020-0832-3 · External reference
PROTECT: a novel psychotherapy for late-life depression in elder abuse victims
10.1017/s1041610221000430 · External reference
Personalized digital intervention for depression based on social rhythm principles adds significantly to outpatient treatment
10.3389/fdgth.2022.870522 · External reference
MyBehavior: automatic personalized health feedback from user behaviors and preferences using smartphones
10.1145/2750858.2805840 · External reference
MissForest—non-parametric missing value imputation for mixed-type data
10.1093/bioinformatics/btr597 · External reference
Validation of the Behavioral Activation for Depression Scale (BADS)-Psychometric properties of the long and short form
10.1016/j.comppsych.2016.02.004 · External reference
Validation of the Behavioral Activation for Depression Scale (BADS) in a community sample with elevated depressive symptoms
10.1007/s10862-008-9088-y · External reference
Estimating the dimension of a model
10.1214/aos/1176344136 · External reference
Brain-based mechanisms of late-life depression: Implications for novel interventions
10.1016/j.semcdb.2021.05.002 · External reference
Late life depression: the essentials and the essential distinctions
10.1176/appi.focus.20210006 · External reference
Generalized multilevel function-on-scalar regression and principal component analysis
10.1111/biom.12278 · External reference
New insights into activity patterns in children, found using functional data analyses
10.1249/mss.0000000000000968 · External reference
Organizing and analyzing the activity data in NHANES
10.1007/s12561-018-09229-9 · External reference
Using progress feedback to improve outcomes and reduce drop-out, treatment duration, and deterioration: a multilevel meta-analysis
10.1016/j.cpr.2021.102002 · External reference
