A study published in JMIR Formative Research found that wearable devices and smartwatches with location data can help understand the physical and emotional effects of environmental exposure. It found that people with high exposure to sulphur dioxide experienced feelings of nervousness and hopelessness. The study analysed participants' data and mood surveys several times in a day for a month.