Augmenting Social Science Research with Multimodal Data Collection: The EZ-MMLA Toolkit.

While the majority of social scientists still rely on traditional research instruments (e.g., surveys, self-reports, qualitative observations), multimodal sensing is becoming an emerging methodology for capturing human behaviors.

How Can High-Frequency Sensors Capture Collaboration? A Review of the Empirical Links between Multimodal Metrics and Collaborative Constructs.

This paper reviews 74 empirical publications that used high-frequency data collection tools to capture facets of small collaborative groups-i.e., papers that conduct Multimodal Collaboration Analytics (MMCA) research.