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Extending the Passive-Sensing Toolbox: Using Smart-Home Technology in Psychological Science
Benjamin W Nelson1, Nicholas B Allen1
1Department of Psychology and The Center for Digital Mental Health, University of Oregon.
Summary
Smart-home devices offer new ways to study psychology in real-world settings. These sensors collect continuous data, advancing psychological science and theory development within the home environment.
Area of Science:
- Psychological Science
- Human-Computer Interaction
- Behavioral Research
Background:
- Traditional research methods have limitations in capturing in-home behavior.
- Smart-home devices offer novel opportunities for ecological research.
- Existing technologies like Ecological Momentary Assessment (EMA) and wearables have complementary strengths and weaknesses.
Purpose of the Study:
- To review data collection methods in home environments.
- To discuss the advantages and limitations of smart-home devices for psychological research.
- To explore the potential of smart-home technology for advancing psychological theories and interventions.
Main Methods:
- Review of existing smart-home literature.
- Discussion of sensor capabilities for continuous, unobtrusive data collection.
- Exploration of psychological processes amenable to smart-home assessment.
Main Results:
- Smart-home devices provide continuous, multimodal data collection in naturalistic settings.
- These technologies extend in vivo research capabilities beyond traditional methods.
- Potential exists for evaluating and refining psychological theories using smart-home data.
Conclusions:
- Smart-home devices present a significant opportunity for psychological research.
- Further research is needed to address methodological and ethical challenges.
- Integrating passive sensing with active self-report methods will enhance future studies.
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