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Updated: Apr 28, 2026

A Community-based Stress Management Program: Using Wearable Devices to Assess Whole Body Physiological Responses in Non-laboratory Settings
Published on: January 22, 2018
Silent Signals: Correlating Plant Bioelectric Activity with Human Emotional States via Wearable Sensing
Peter A Gloor1,2,3
1MIT System Design Management, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
None:
We present a bio-hybrid sensing system that uses a living plant (Tradescantia pallida) as an ambient biosensor for human stress states as a single-participant proof-of-concept study. An AD8232 biosignal amplifier captures plant bioelectric activity, while a Happimeter smartwatch simultaneously measures the wearer's mood via machine learning on wrist-worn sensor data. Over 129 paired observations across eleven days in a naturalistic desk-work setting, a within-day fixed-effects analysis reveals robust stress-plant coupling: seven correlations survive Benjamini-Hochberg false discovery rate correction (q = 0.05), with two also surviving Bonferroni correction. The strongest results are stress_rolling vs. plant mean (r = +0.36, p = 3.3 × 10-5) and RMS (r = +0.34, p = 7.8 × 10-5). An incidental electrode reattachment mid-experiment created a natural control: mean/RMS correlation signs flipped with electrode polarity, while the coefficient of variation remained consistently negative across both configurations (r = -0.32, p = 2.6 × 10-4). This electrode-invariant finding-higher stress associated with lower relative signal variability-provides the strongest evidence for genuine bio-hybrid sensing. The results position living plants as bio-inspired ambient sensing elements for workplace wellbeing monitoring.

