Real-time monitoring technology in single-case experimental design research: Opportunities and challenges

Abstract

Single-case experimental design (SCED) is a rigorous method of studying behavior and behavior change. A key characteristic of SCED is repeated, systematic assessment of outcome variables, which is critical to achieving high internal validity, collecting a sufficient number of observations to conduct adequately powered statistical analyses, capturing dynamic and fine-grained changes in outcomes, and tailoring interventions at the individual level. Recent advances in real-time monitoring technology, such as digital ecological momentary assessment, passive smartphone-based behavioral tracking, and physiological assessment with wearable biosensors, are extremely well-suited to conducting these repeated, systematic measurements. Here, we discuss the rationale for incorporating real-time data collection technologies within SCED and highlight how recent studies have paired SCED with real-time monitoring. We also present original data illustrating how real-time digital monitoring can provide an idiographic and granular view of behavior (in this case, suicidal ideation). Last, we discuss the challenges of, and offer our recommendations for, using real-time monitoring technologies in SCED research.

Keywords: Ecological momentary assessment; Passive sensing; Real-time monitoring; Single-case experimental design; Technology.