Smartphone sensing methods for studying behavior in everyday life

GM Harari, SR Müller, MSH Aung… - Current opinion in …, 2017 - Elsevier
Highlights•Smartphone Sensing Methods (SSMs) permit continuous and real-time
behavioral observation in the context of people's daily lives.•SSMs provide objective …

Using smartphones to collect behavioral data in psychological science: Opportunities, practical considerations, and challenges

GM Harari, ND Lane, R Wang… - Perspectives on …, 2016 - journals.sagepub.com
Smartphones now offer the promise of collecting behavioral data unobtrusively, in situ, as it
unfolds in the course of daily life. Data can be collected from the onboard sensors and other …

Smartphones: An emerging tool for social scientists

M Raento, A Oulasvirta, N Eagle - Sociological methods & …, 2009 - journals.sagepub.com
Recent developments in mobile technologies have produced a new kind of device: a
programmable mobile phone, the smartphone. In this article, the authors argue that the …

Opportunities for smartphone sensing in e-health research: a narrative review

P Kulkarni, R Kirkham, R McNaney - Sensors, 2022 - mdpi.com
Recent years have seen significant advances in the sensing capabilities of smartphones,
enabling them to collect rich contextual information such as location, device usage, and …

Next-generation psychiatric assessment: Using smartphone sensors to monitor behavior and mental health.

D Ben-Zeev, EA Scherer, R Wang, H Xie… - Psychiatric …, 2015 - psycnet.apa.org
Objective: Optimal mental health care is dependent upon sensitive and early detection of
mental health problems. We have introduced a state-of-the-art method for the current study …

Patterns of behavior change in students over an academic term: A preliminary study of activity and sociability behaviors using smartphone sensing methods

GM Harari, SD Gosling, R Wang, F Chen… - Computers in Human …, 2017 - Elsevier
The recent arrival of smartphone-sensing methods has made it possible to objectively track
consequential everyday health-related behaviors rather than rely on self-reports. To …

Does your smartphone “know” your social life? A methodological comparison of day reconstruction, experience sampling, and mobile sensing

Y Roos, MD Krämer, D Richter… - … in Methods and …, 2023 - journals.sagepub.com
Mobile sensing is a promising method that allows researchers to directly observe human
social behavior in daily life using people's mobile phones. To date, limited knowledge exists …

The smartphone psychology manifesto

G Miller - Perspectives on psychological science, 2012 - journals.sagepub.com
By 2025, when most of today's psychology undergraduates will be in their mid-30s, more
than 5 billion people on our planet will be using ultra-broadband, sensor-rich smartphones …

A systematic review of smartphone-based human activity recognition methods for health research

M Straczkiewicz, P James, JP Onnela - NPJ Digital Medicine, 2021 - nature.com
Smartphones are now nearly ubiquitous; their numerous built-in sensors enable continuous
measurement of activities of daily living, making them especially well-suited for health …

Development of a smartphone application to measure physical activity using sensor-assisted self-report

GF Dunton, E Dzubur, K Kawabata, B Yanez… - Frontiers in public …, 2014 - frontiersin.org
Introduction: Despite the known advantages of objective physical activity monitors (eg,
accelerometers), these devices have high rates of non-wear, which leads to missing data …