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. 2017 Apr 19;11:188. doi: 10.3389/fnhum.2017.00188

Table 2.

Personally optimal time of day by self-assessed chronotype: OLS regression analysis.

PANEL 1: MORNING HOURS
7 a.m. 8 a.m. 9 a.m. 10 a.m. 11 a.m. 12 noon
Chronotype (1) (2) (3) (4) (5) (6)
Definitely evening −37.22*** −46.17*** −53.34*** −39.65*** −27.66*** −15.63**
Evening −34.18*** −38.02*** −44.38*** −29.54*** −22.58*** −10.11*
Mixed −12.70* −24.61*** −28.57*** −21.34*** −17.12*** −8.232
Intercept: Morning 47.22*** 63.02*** 82.14*** 86.46*** 86.17*** 80.85***
R-sq 0.295 0.316 0.421 0.262 0.173 0.052
N 178 182 184 185 182 182
PANEL 2: AFTERNOON HOURS
1 p.m. 2 p.m. 3 p.m. 4 p.m. 5 p.m. 6 p.m.
Definitely evening −5.508 6.383 4.251 2.979 7.376 11.73*
Evening −2.660 2.660 4.972 6.383 10.11* 10.11*
Mixed −0.482 5.220 9.291 7.979 5.471 8.853
Intercept: Morning 76.06*** 68.62*** 66.30*** 67.02*** 65.96*** 64.36***
R-sq 0.008 0.011 0.017 0.015 0.024 0.039
N 182 183 180 182 181 182
PANEL 3: EVENING HOURS
7 p.m. 8 p.m. 9 p.m. 10 p.m. 11 p.m. 12 midnight
Definitely evening 15.56*** 23.88*** 24.70*** 29.89*** 30.21*** 33.50***
Evening 11.17* 14.89*** 12.77** 12.15* 16.18** 9.944
Mixed 6.066 9.195* 10.78* 11.67* 16.87** 12.51*
Intercept: Morning 65.96*** 62.23*** 61.17*** 53.80*** 39.67*** 32.61***
R-sq 0.066 0.146 0.134 0.149 0.128 0.164
N 182 181 181 181 179 179

Optimality is measured by a series of questions “At what time of day do you feel at your best?” asked for each hour of the day and scored: definitely yes = 100; yes = 75; Mixed, undecided = 50; no = 25; and definitely no = 0. Metric regression coefficients.

*

p < 0.05,

**

p < 0.01,

***

p < 0.001.

US university students about equally divided into morning (the reference group), mixed, evening, and “definitely evening” chronotypes.