Later survey years (2011–2014) showed a trend towards earlier chronotypes on average based on smaller peaks (earlier MSF We ) in adolescent groups but this was not significant (linear regression model; survey year: b = -0.001, year*age: b = -0.0002, year*sex: b = -0.016, year*age*sex = 0.002, all p > 0.05).
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