Table 5. Polynomial regression results of measured parameters as function of overwintering time.
Parameter | Gender | Regression equation | Equation order | R | R2 | p-value |
---|---|---|---|---|---|---|
Time in bed (min) | Both | = 448.860 − (0.241 * x) | 1st | 0.0159 | 0.0002 | 0.685 |
= 415.991 + (6.557 * x) − (0.268 * x2) | 2nd | 0.1118 | 0.0125 | 0.042 | ||
Time in bed (min) | Male | = 441.772 − (0.799 * x) | 1st | 0.0514 | 0.0026 | 0.270 |
= 417.884 + (4.218 * x) − (0.200 * x2) | 2nd | 0.0960 | 0.0092 | 0.144 | ||
Time in bed (min) | Female | = 470.603 + (0.629 * x) | 1st | 0.0484 | 0.0023 | 0.500 |
= 410.006 + (12.724 * x) − (0.466 * x2) | 2nd | 0.2280 | 0.0520 | 0.022 | ||
Sleep time (min) | Both | = 369.208 − (1.049 * x) | 1st | 0.0816 | 0.0066 | 0.036 |
= 361.123 + (0.625 * x) − (0.0660 * x2) | 2nd | 0.0877 | 0.0077 | 0.112 | ||
Sleep time (min) | Male | = 360.751 − (1.165 * x) | 1st | 0.0876 | 0.0077 | 0.060 |
= 360.636 − (1.141 * x) − (0.000965 * x2) | 2nd | 0.0876 | 0.0077 | 0.184 | ||
Sleep time (min) | Female | = 392.848 − (1.081 * x) | 1st | 0.0989 | 0.0098 | 0.167 |
= 363.209 + (4.834 * x) − (0.228 * x2) | 2nd | 0.1628 | 0.0265 | 0.106 | ||
Sleep efficiency (%) | Both | = 82.825 − (0.196 * x) | 1st | 0.1183 | 0.0140 | 0.002 |
= 86.696 − (0.997 * x) + (0.0316 * x2) | 2nd | 0.1685 | 0.0284 | 0.002 | ||
Sleep efficiency (%) | Male | = 82.286 − (0.134 * x) | 1st | 0.0819 | 0.0067 | 0.079 |
= 86.523 − (1.025 * x) + (0.0355 * x2) | 2nd | 0.1591 | 0.0253 | 0.015 | ||
Sleep efficiency (%) | Female | = 84.055 − (0.333 * x) | 1st | 0.1967 | 0.0387 | 0.006 |
= 87.412 − (1.004 * x) + (0.0258 * x2) | 2nd | 0.2184 | 0.0477 | 0.029 | ||
Arousals (n/night) | Both | = 8.900 + (0.0825 * x) | 1st | 0.0987 | 0.0097 | 0.010 |
= 8.811 + (0.101 * x) − (0.000725 * x2) | 2nd | 0.0988 | 0.0098 | 0.069 | ||
Arousals (n/night) | Male | = 8.996 + (0.0523 * x) | 1st | 0.0642 | 0.0041 | 0.165 |
= 8.371 + (0.184 * x) − (0.00524 * x2) | 2nd | 0.0758 | 0.0057 | 0.246 | ||
Arousals (n/night) | Female | = 8.763 + (0.143 * x) | 1st | 0.1634 | 0.0267 | 0.020 |
= 9.878 − (0.0800 * x) + (0.00861 * x2) | 2nd | 0.1741 | 0.0303 | 0.078 | ||
Sleep latency (min) | Both | = 11.420 + (0.0182 * x) | 1st | 0.0094 | 0.0001 | 0.804 |
= 8.779 + (0.564 * x) − (0.0216 * x2) | 2nd | 0.0714 | 0.0051 | 0.067 | ||
Sleep latency (min) | Male | = 12.395 − (0.108 * x) | 1st | 0.0656 | 0.0043 | 0.155 |
= 9.809 + (0.435 * x) − (0.0216 * x2) | 2nd | 0.0824 | 0.0068 | 0.106 | ||
Sleep latency (min) | Female | = 9.278 + (0.290 * x) | 1st | 0.1220 | 0.0149 | 0.830 |
= 5.674 + (1.009 * x) − (0.0278 * x2) | 2nd | 0.1414 | 0.0200 | 0.154 | ||
Sleep onset (min) | Both | = 1465.842 + (0.624 * x) | 1st | 0.0400 | 0.0016 | 0.294 |
= 1425.390 + (8.994 * x) − (0.331 * x2) | 2nd | 0.1404 | 0.0197 | 0.010 | ||
Sleep onset (min) | Male | = 1471.424 + (0.958 * x) | 1st | 0.0583 | 0.0034 | 0.206 |
= 1428.491 + (9.975 * x) − (0.359 * x2) | 2nd | 0.1500 | 0.0225 | 0.021 | ||
Sleep onset (min) | Female | = 1449.069 + (0.171 * x) | 1st | 0.0141 | 0.0002 | 0.842 |
= 1416.457 + (6.686 * x) − (0.252 * x2) | 2nd | 0.1292 | 0.0167 | 0.195 | ||
Sleep offset (min) | Both | = 436.322 + (0.260 * x) | 1st | 0.0200 | 0.0004 | 0.609 |
= 378.321 + (12.257 * x) − (0.474 * x2) | 2nd | 0.2256 | 0.0509 | <0.001 | ||
Sleep offset (min) | Male | = 434.479 + (0.246 * x) | 1st | 0.0173 | 0.0003 | 0.706 |
= 377.585 + (12.194 * x) − (0.476 * x2) | 2nd | 0.2138 | 0.0457 | <0.001 | ||
Sleep offset (min) | Female | = 441.502 + (0.222 * x) | 1st | 0.0200 | 0.0004 | 0.773 |
= 380.090 + (12.481 * x) − (0.473 * x2) | 2nd | 0.2692 | 0.0725 | 0.006 | ||
Physical activity level (MET) | Both | = 1.799 − (0.00711 * x) | 1st | 0.1308 | 0.0171 | <0.001 |
= 1.896 − (0.0272 * x) + (0.000792 * x2) | 2nd | 0.1594 | 0.0254 | 0.003 | ||
Physical activity level (MET) | Male | = 1.838 − (0.00776 * x) | 1st | 0.1375 | 0.0189 | 0.003 |
= 1.925 − (0.0260 * x) + (0.000727 * x2) | 2nd | 0.1597 | 0.0255 | 0.014 | ||
Physical activity level (MET) | Female | = 1.691 − (0.00452 * x) | 1st | 0.0959 | 0.0092 | 0.174 |
= 1.810 − (0.0283 * x) + (0.000920 * x2) | 2nd | 0.1536 | 0.0236 | 0.122 |
Comparison of polynomial regression results; x denotes the time of measurement based on two-week time increments; bold-typed results denote significant results. Analyses regarding sleep onset and offset are reported as number of minutes.