[HTML][HTML] Passive sensing of health outcomes through smartphones: systematic review of current solutions and possible limitations

A Trifan, M Oliveira, JL Oliveira - JMIR mHealth and uHealth, 2019 - mhealth.jmir.org
Background: Technological advancements, together with the decrease in both price and
size of a large variety of sensors, has expanded the role and capabilities of regular mobile …

[HTML][HTML] Loneliness and social isolation detection using passive sensing techniques: scoping review

MM Qirtas, E Zafeiridi, D Pesch… - JMIR mHealth and …, 2022 - mhealth.jmir.org
Background: Loneliness and social isolation are associated with multiple health problems,
including depression, functional impairment, and death. Mobile sensing using smartphones …

A study on medical Internet of Things and Big Data in personalized healthcare system

V Jagadeeswari, V Subramaniyaswamy… - … information science and …, 2018 - Springer
Personalized healthcare systems deliver e-health services to fulfill the medical and assistive
needs of the aging population. Internet of Things (IoT) is a significant advancement in the …

Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them

B Reeves, N Ram, TN Robinson… - Human–Computer …, 2021 - Taylor & Francis
Digital experiences capture an increasingly large part of life, making them a preferred, if not
required, method to describe and theorize about human behavior. Digital media also shape …

Sensing behavioral change over time: Using within-person variability features from mobile sensing to predict personality traits

W Wang, GM Harari, R Wang, SR Müller… - Proceedings of the …, 2018 - dl.acm.org
Personality traits describe individual differences in patterns of thinking, feeling, and
behaving (" between-person" variability). But individuals also show changes in their own …

Personality sensing for theory development and assessment in the digital age

GM Harari, SS Vaid, SR Müller… - European Journal …, 2020 - journals.sagepub.com
People around the world own digital media devices that mediate and are in close proximity
to their daily behaviours and situational contexts. These devices can be harnessed as …

Real-time incentivizing survey completion with game-based rewards in experience sampling research may increase data quantity, but reduces data quality

E Dejonckheere, S Verdonck, J Andries… - Computers in Human …, 2024 - Elsevier
Experience sampling methodology (ESM) requires participants to repeatedly rate various
psychological states in everyday life. This can be burdensome, leading to frequently skipped …

“How come you don't call me?” Smartphone communication app usage as an indicator of loneliness and social well-being across the adult lifespan during the COVID …

B Wetzel, R Pryss, H Baumeister, JS Edler… - International Journal of …, 2021 - mdpi.com
Loneliness and lack of social well-being are associated with adverse health outcomes and
have increased during the COVID-19 pandemic. Smartphone communication data have …

Understanding behaviours in context using mobile sensing

GM Harari, SD Gosling - Nature Reviews Psychology, 2023 - nature.com
Mobile sensing refers to the collection of methods by which researchers derive measures of
human behaviours and contexts from the onboard sensors and logs found in smartphones …

Smartphone-based health program for improving physical activity and tackling obesity for young adults: a systematic review and meta-analysis

HN Kim, K Seo - International journal of environmental research and …, 2020 - mdpi.com
The need for physical activity for health promotion is recognized, yet young adults still
perform insufficient physical activity. Smartphone health programs can be applied easily …