Using Smartphones to Collect Behavioral Data in Psychological Science
Opportunities, Practical Considerations, and Challenges
Datos Bibliográficos
| ID | 23322711 |
|---|---|
| Autores | Gabriella M Harari (0000-0001-9258-9075, The University of Texas at Austin, autor de correspondencia), Nicholas D Lane (0000-0002-2728-8273, Nokia (Finland)), Rui Wang (0000-0001-7155-3356, Dartmouth College), Benjamin S Crosier (0000-0002-6772-7592, Dartmouth College), Andrew T Campbell (0000-0001-7394-7682, Dartmouth College), Samuel D Gosling (0000-0001-8970-591X, The University of Melbourne) |
| Año | 2016 |
| Volumen | 11 |
| Número | 6 |
| Páginas | 838-854 |
| Fecha de publicación | 2016-11-01 |
| Peer Reviewed | Sí |
| Open Access | Sí |
| Tipo | ARTICLE |
| Revista | Perspectives on Psychological Science (JOURNAL) |
| Identificadores de la revista | ISSN: 1745-6916 • E-ISSN: 1745-6924 |
| Editorial | SAGE Publications (PUBLISHER • US) |
| DOI | 10.1177/1745691616650285 |
| PMID | 27899727 |
| OpenAlex | W2559181347 |
| Idioma | EN |
| Citas recibidas | 73 |
| Referencias citadas | 52 |
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 phone logs embedded in today’s off-the-shelf smartphone devices. These data permit fine-grained, continuous collection of people’s social interactions (e.g., speaking rates in conversation, size of social groups, calls, and text messages), daily activities (e.g., physical activity and sleep), and mobility patterns (e.g., frequency and duration of time spent at various locations). In this article, we have drawn on the lessons from the first wave of smartphone-sensing research to highlight areas of opportunity for psychological research, present practical considerations for designing smartphone studies, and discuss the ongoing methodological and ethical challenges associated with research in this domain. It is our hope that these practical guidelines will facilitate the use of smartphones as a behavioral observation tool in psychological science.
Cognitive psychology · Psychological science · Applied Psychology · Child Development and Digital Technology · Computer Science · Digital Mental Health Interventions · Impact of Technology on Adolescents · Psychology · Social Psychology
Optimizing Expectations via Mobile Apps
(Not) hearing happiness
The association between obesity and problematic smartphone use among school-age children and adolescents
Personality–place transactions
Sensing sociability
Personal echo chambers
The language of well-being
The codevelopment of extraversion and friendships
Emotion dynamics
The effects of smartphones on well-being
The “Why” and “How” of Narcissism
Ecological Momentary Assessment
Inflexitext
Characterisation of Temporal Patterns in Step Count Behaviour from Smartphone App Data
Experience of Stress Assessed by Text Messages and Its Association with Objective Workload—A Longitudinal Study
Evaluating longitudinal relationships between parental monitoring and substance use in a multi-year, intensive longitudinal study of 670 adolescent twins
Professionalizing the Role of Employment Consultants with Data and Microlearning
E-commerce supply chain planning with Space-as-a-Service
Detecting association changes in intensive longitudinal data in real time
An investigation into personal data sensitivity in the Internet of Everything—insights from China
What Are Good Situations for Running? A Machine Learning Study Using Mobile and Geographical Data
JTrack
Squats in Surveys
From Genome-Wide to Environment-Wide
Psychological Antecedents of Refugee Integration (Pari)
Small Effects
Smartphone-Based Ecological Momentary Assessment of Well-Being
From prediction to explanation
ISense
Emotion trajectories in smartphone use
Holistic quantified-self for context-aware wearable augmented reality
Capturing a mentalized moment
The Search for Pleasure and Meaning on TV, Captured In-App
Social media use is predictable from app sequences
Do you have your smartphone with you? Behavioral barriers for measuring everyday activities with smartphone sensors
Using technology to study refugee, conflict-affected, and hard-to-reach populations
Inferring multi-stage risk for online consumer credit services
Differential Behavioral Pathways Linking Personality to Leadership Emergence and Effectiveness in Groups
Eavesdropping on Missing Data
Pride and prejudice
Apps for capturing language variation and change in German-speaking Europe
An Evaluation of Students’ Interest in and Compliance With Self-Tracking Methods
Human journeys in the digital age
Caught in the moment
Selectively localized
Artificial intelligence and mass personalization of communication content—An ethical and literacy perspective
MHealth and social mediation
The Effects of Personalized Feedback on Participation and Reporting in Mobile App Data Collection
A Novel iOS Data Donation Approach
Completion Conditions and Response Behavior in Smartphone Surveys
Measuring Smartphone Use
Augmenting Surveys With Data From Sensors and Apps
Assessing behavioral data science privacy issues in government artificial intelligence deployment
Scaffolding the Mastery of Healthy Behaviors with Fittle+ Systems
Using Monte Carlo Simulation to Forecast the Scientific Utility of Psychological App Studies
Job characteristics and personality change in young adulthood
Personality Constructs Predictions Beyond FFM /Big5
When in Rome… A longitudinal investigation of the predictors and the development of student sojourners’ host cultural behavioral engagement
Technology, innovation and leisure
Using medication administration and double-check data to infer social network influence in intensive care units
Unobtrusive and Acceptable Ways to Gather Participant Perceptions of Community-Based Interventions and Their Effectiveness at Improving Mental Health and Wellbeing
A Review of Current Ambulatory Assessment Studies in Adolescent Samples and Practical Recommendations
Lonely but not alone
Is frequent sighing an indicator of dispositional negative emotionality? A multi-sample, multi-measure naturalistic-observation study
Individual differences in adolescent and young adult daily mobility patterns and their relationships to big five personality traits
Does personality predict traveling abroad as indicated by mobile phone data? The idea of the mobile personality revisited
Increasing the Acceptance of Smartphone-Based Data Collection
Understanding Willingness to Share Smartphone-Sensor Data
Using Smartphone Technology for Research on Refugees
Advocating the Use of Informal Conversations as a Qualitative Method at Live Events
To what extent are members of an online panel willing to share different data types? A conjoint experiment
Computational approaches to migration and integration research
Well-being, Smartphone Sensors, and Data from Open-access Databases
Social Psychological Methods Outside the Laboratory
Psychology as the Science of Self-Reports and Finger Movements
Internet Research in Psychology
The Electronically Activated Recorder (EAR)
The Smartphone Psychology Manifesto
Inferring friendship network structure by using mobile phone data
The weirdest people in the world?
Informant accuracy in social network data IV
Facebook as a research tool for the social sciences
Implications of software-based mobile media for social research
No Such Effect? The Implications of Measurement Error in Self-Report Measures of Mobile Communication Use
Measuring Mobile Phone Use
Putting mood in context
Towards a resolution of the personality triad
Do people know how they behave? Self-reported act frequencies compared with on-line codings by observers
Personality in its natural habitat
The sounds of social life
A Model and Measure of Mobile Communication Competence
Informant accuracy in social-network data V. An experimental attempt to predict actual communication from recall data
| Obras citantes distintas | 73 |
|---|---|
| Citas por año | 8,11 |
| Intervalo de citas | 2017 - 2026 (10) |
| Velocidad de citación | current |
| Altamente citado | No |
| Tipos de cita | Neutras: 65 |