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다중 정보원 모바일 경험 표집×다수준 모형×
분야조사방법론연구 통계
계열Process / pipelineProcess / pipeline
기원 연도2000s–2010s1992
창시자Developed from ESM (Csikszentmihalyi & Larson, 1983) and extended to multi-informant intensive longitudinal designs by Bolger, Laurenceau, and colleaguesAnthony Bryk and Stephen Raudenbush
유형Intensive longitudinal multi-informant data collection techniqueMethod
원전Bolger, N., & Laurenceau, J.-P. (2013). Intensive Longitudinal Methods: An Introduction to Diary and Experience Sampling Research. Guilford Press. ISBN: 978-1462506781Bryk, A. S., & Raudenbush, S. W. (1992). Hierarchical Linear Models: Applications and Data Analysis Methods. SAGE Publications. DOI ↗
별칭multi-informant ESM, dyadic ESM, multi-respondent ecological momentary assessment, MSESMHLM, mixed-effects models, random effects models, MLM
관련63
요약Multi-source Mobile Experience Sampling extends the standard ESM design by simultaneously collecting repeated momentary self-reports from two or more linked informant types — such as patient and caregiver, employee and supervisor, or partners in a dyad — via their smartphones. Signals are delivered concurrently across sources, enabling researchers to examine convergences and discrepancies between informants' real-time experiences and to model interpersonal dynamics at the moment they unfold in daily life.Multilevel modeling (also called hierarchical linear modeling, mixed-effects modeling) is a statistical framework for analyzing data organized in nested or clustered structures—students within schools, patients within hospitals, repeated measures within individuals. Developed by Bryk and Raudenbush (1992), it accounts for dependency among observations and partitions variance into levels (within-cluster and between-cluster), enabling valid inference and revealing context effects. Essential in education, medicine, organizational research, and any field where data have natural hierarchies.
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ScholarGate방법 비교: Multi-source Mobile Experience Sampling · Multilevel Modeling. 2026-06-15에 다음에서 검색함: https://scholargate.app/ko/compare