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モバイル体験サンプリング法×センサーデータ収集×
分野調査方法論調査方法論
系統Process / pipelineProcess / pipeline
提唱年1983–19871990s–2000s (widespread deployment with IoT ~2000s)
提唱者Mihaly Csikszentmihalyi & Reed LarsonMultidisciplinary; sensor networks formalized in engineering and computer science from the 1990s onward
種類Intensive longitudinal data collection techniqueQuantitative / mixed data collection technique
原典Csikszentmihalyi, M., & Larson, R. (1987). Validity and reliability of the Experience-Sampling Method. Journal of Nervous and Mental Disease, 175(9), 526–536. DOI ↗Chong, C.-Y., & Kumar, S. P. (2003). Sensor networks: Evolution, opportunities, and challenges. Proceedings of the IEEE, 91(8), 1247–1256. DOI ↗
別名ESM, ecological momentary assessment, EMA, daily diary via mobilesensor measurement, instrumented data collection, physical sensor logging, IoT data collection
関連45
概要The Mobile Experience Sampling Method (ESM) collects repeated, time-stamped self-reports from participants in their natural environment using a smartphone app. By signaling participants multiple times per day over days or weeks, researchers capture psychological states, behaviors, and contexts as they occur — eliminating retrospective bias and revealing within-person dynamics that single-session surveys cannot detect.Sensor data collection uses physical or digital instruments to automatically capture quantitative measurements from the environment, human bodies, or machines over time. Common sensors measure temperature, motion, heart rate, location, light, sound, or chemical properties. Because the recording is automated and continuous, the method can produce high-frequency datasets with minimal researcher burden, making it central to IoT, environmental monitoring, wearable research, and behavioral studies.
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ScholarGate手法を比較: Mobile Experience Sampling Method · Sensor Data Collection. 2026-06-15に以下より取得 https://scholargate.app/ja/compare