Emotions Are Not Random: Machine Learning Reveals Predictable Patterns in a 21-Day Second Language Learning Trajectory

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Original language	Undefined/Unknown
Article number	49
Journal	Educational Psychology Review
Volume	38
Issue number	1
DOIs	https://doi.org/10.1007/s10648-026-10141-8
Publication status	Published - Dec 2026

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title = "Emotions Are Not Random: Machine Learning Reveals Predictable Patterns in a 21-Day Second Language Learning Trajectory",

author = "Peng Wang and Lesya Ganushchak and Camille Welie and \{van Steensel\}, Roel",

year = "2026",

month = dec,

doi = "10.1007/s10648-026-10141-8",

language = "Undefined/Unknown",

volume = "38",

journal = "Educational Psychology Review",

issn = "1040-726X",

publisher = "Springer New York",

number = "1",

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T1 - Emotions Are Not Random: Machine Learning Reveals Predictable Patterns in a 21-Day Second Language Learning Trajectory

AU - Wang, Peng

AU - Ganushchak, Lesya

AU - Welie, Camille

AU - van Steensel, Roel

PY - 2026/12

Y1 - 2026/12

UR - https://doi.org/10.1007/s10648-026-10141-8

U2 - 10.1007/s10648-026-10141-8

DO - 10.1007/s10648-026-10141-8

M3 - Article

SN - 1040-726X

VL - 38

JO - Educational Psychology Review

JF - Educational Psychology Review

IS - 1

M1 - 49

ER -