Cargando…

Smartphone-Tracked Digital Markers of Momentary Subjective Stress in College Students: Idiographic Machine Learning Analysis

BACKGROUND: Stress is an important predictor of mental health problems such as burnout and depression. Acute stress is considered adaptive, whereas chronic stress is viewed as detrimental to well-being. To aid in the early detection of chronic stress, machine learning models are increasingly trained...

Descripción completa

Detalles Bibliográficos
Autores principales:	Aalbers, George, Hendrickson, Andrew T, Vanden Abeele, Mariek MP, Keijsers, Loes
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2023
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10132040/ https://www.ncbi.nlm.nih.gov/pubmed/36951924 http://dx.doi.org/10.2196/37469

Ejemplares similares

Tracking Infant Development With a Smartphone: A Practical Guide to the Experience Sampling Method
por: van den Heuvel, Marion I., et al.
Publicado: (2021)

Using Interpersonal Dimensions of Personality and Personality Pathology to Examine Momentary and Idiographic Patterns of Alliance Rupture
por: Luo, Xiaochen, et al.
Publicado: (2021)

Corrigendum: Using interpersonal dimensions of personality and personality pathology to examine momentary and idiographic patterns of alliance rupture
por: Luo, Xiaochen, et al.
Publicado: (2022)

Staying Informed and Bridging “Social Distance”: Smartphone News Use and Mobile Messaging Behaviors of Flemish Adults during the First Weeks of the COVID-19 Pandemic
por: Ohme, Jakob, et al.
Publicado: (2020)

Does a 7-day restriction on the use of social media improve cognitive functioning and emotional well-being? Results from a randomized controlled trial
por: van Wezel, Marloes M.C., et al.
Publicado: (2021)

Psychiatric Diagnosis Revisited: Towards a System of Staging and Profiling Combining Nomothetic and Idiographic Parameters of Momentary Mental States
por: Wigman, Johanna T. W., et al.
Publicado: (2013)

Influence of the Business Revenue, Recommendation, and Provider Models on Mobile Health App Adoption: Three-Country Experimental Vignette Study
por: Lupiáñez-Villanueva, Francisco, et al.
Publicado: (2020)

Rigorous idiography: Exploring subjective and idiographic data with rigorous methods—The method of derangements
por: Evans, Chris, et al.
Publicado: (2023)

An idiographic approach to Idiopathic Environmental Intolerance attributed to Electromagnetic Fields (IEI-EMF) Part II. Ecological momentary assessment of three individuals with severe IEI-EMF
por: Dömötör, Zsuzsanna, et al.
Publicado: (2022)

Process-symptom-bridges in psychotherapy: An idiographic network approach
por: Kaiser, Tim, et al.
Publicado: (2018)

Power analysis for idiographic (within-subject) clinical trials: Implications for treatments of rare conditions and precision medicine
por: Tueller, Stephen, et al.
Publicado: (2022)

Virtues, ecological momentary assessment/intervention and smartphone technology
por: Runyan, Jason D., et al.
Publicado: (2015)

Adolescents’ mental health concerns, reported with an idiographic assessment tool
por: Tollefsen, Thomas Kristian, et al.
Publicado: (2020)

Quantifying heterogeneity in mood–alcohol relationships with idiographic causal models
por: Stevenson, Brittany L., et al.
Publicado: (2022)

Multimodal, Idiographic Ambulatory Sensing Will Transform our Understanding of Emotion
por: Hoemann, Katie, et al.
Publicado: (2023)

Personal Projects Analysis as an idiographic approach in psychotherapy: an exploratory study
por: Pedroso de Lima, Margarida, et al.
Publicado: (2023)

Fear of Missing Out as a Predictor of Problematic Social Media Use and Phubbing Behavior among Flemish Adolescents
por: Franchina, Vittoria, et al.
Publicado: (2018)

Tracking momentary fluctuations in human attention with a cognitive brain-machine interface
por: Chinchani, Abhijit M., et al.
Publicado: (2022)

Why Does Therapy Work? An Idiographic Approach to Explore Mechanisms of Change Over the Course of Psychotherapy Using Digital Assessments
por: Altman, Allison Diamond, et al.
Publicado: (2020)

AN ECOLOGICAL MOMENTARY OUTLOOK ON SUBJECTIVE AGING
por: Segel-Karpas, Dikla, et al.
Publicado: (2019)

A Protocol Study to Establish Psychological Outcomes From the Use of Wearables for Health and Fitness Monitoring
por: Folkvord, Frans, et al.
Publicado: (2021)

Acceptance of a Smartphone-Based Visual Field Screening Platform for Glaucoma: Pre-Post Study
por: Nida, Esmael Kedir, et al.
Publicado: (2021)

Ecological Momentary Assessment with smartphones for measuring mental health problems in adolescents
por: Magallón-Neri, Ernesto, et al.
Publicado: (2016)

Ecological Momentary Assessment Using Smartphones in Patients With Depression: Feasibility Study
por: Maatoug, Redwan, et al.
Publicado: (2021)

A Solution to the Measurement Problem in the Idiographic Approach Using Computer Adaptive Practicing
por: Hofman, Abe D., et al.
Publicado: (2018)

Exploring Idiographic Approaches to Children's Executive Function Performance: An Intensive Longitudinal Study
por: Yu, Dian, et al.
Publicado: (2020)

Mental Health and Behavior of College Students During the Early Phases of the COVID-19 Pandemic: Longitudinal Smartphone and Ecological Momentary Assessment Study
por: Huckins, Jeremy F, et al.
Publicado: (2020)

College students’ attachment to their smartphones: a subjective operant approach
por: Tai, Zixue, et al.
Publicado: (2022)

Using Smartphone Sensor Paradata and Personalized Machine Learning Models to Infer Participants’ Well-being: Ecological Momentary Assessment
por: Hart, Alexander, et al.
Publicado: (2022)

Smartphone-Delivered Ecological Momentary Interventions Based on Ecological Momentary Assessments to Promote Health Behaviors: Systematic Review and Adapted Checklist for Reporting Ecological Momentary Assessment and Intervention Studies
por: Dao, Kim Phuong, et al.
Publicado: (2021)

The social contingency of momentary subjective well-being
por: Rutledge, Robb B., et al.
Publicado: (2016)

Mental Health and Behavior of College Students During the COVID-19 Pandemic: Longitudinal Mobile Smartphone and Ecological Momentary Assessment Study, Part II
por: Mack, Dante L, et al.
Publicado: (2021)

The Effectiveness of a Brief Telehealth and Smartphone Intervention for College Students Receiving Traditional Therapy: Longitudinal Study Using Ecological Momentary Assessment Data
por: Taylor, Madison E, et al.
Publicado: (2022)

Dissecting Digital Card Games to Yield Digital Biomarkers for the Assessment of Mild Cognitive Impairment: Methodological Approach and Exploratory Study
por: Gielis, Karsten, et al.
Publicado: (2021)

Smartphone-based ecological momentary assessment reveals mental health benefits of birdlife
por: Hammoud, Ryan, et al.
Publicado: (2022)

Using Smartphones to Identify Momentary Characteristics of Persecutory Ideation Associated With Functional Disability
por: Buck, Benjamin, et al.
Publicado: (2023)

The importance of an idiographic approach for the severe chronic disorders—the case of the amyotrophic lateral sclerosis patient
por: Pagnini, F., et al.
Publicado: (2012)

Psychiatric, cognitive functioning and socio-cultural views of menstrual psychosis in Oman: an idiographic approach
por: Al-Sibani, Nasser, et al.
Publicado: (2020)

Experiences with using an idiographic assessment procedure in primary mental health care services for adolescents
por: Tollefsen, Thomas Kristian, et al.
Publicado: (2020)

Real-time monitoring of increases in restlessness to assess idiographic risk of recurrence of depressive symptoms
por: Smit, Arnout C., et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_u7u6leh0csm16a0dgvk8tvgb0g