Multinomial logit regression estimates of daypreference and weekpreference
| Variable | Model 1: daypreference | Model 2: daypreference | Model 3: daypreference | Model 4: weekpreference | Model 5: weekpreference | Model 6: weekpreference | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3¥ | 4 | 5 | 1 | 2 | 3¥ | 4 | 5 | 1 | 2 | 3¥ | 4 | 5 | 1‡ | 2 | 3 | 4 | 1‡ | 2 | 3 | 4 | 1‡ | 2 | 3 | 4 | |
| Creative | 0.025** (0.012) | −0.047 (0.075) | 0.040*** (0.016) | 0.056*** (0.012) | 0.026** (0.112) | −0.043 (0.071 | 0.041*** (0.016) | 0.056*** (0.012) | 0.101 (0.064) | 0.018* (0.010) | base outcome | 0.034 (0.021) | 0.010 (0.064) | 0.019** (0.009) | base outcome | 0.042** (0.021) | base outcome | ||||||||||
| Age | base outcome | −0.021 (0.015) | −0.448 (0.313) | −0.027 (0.019) | −0.036* (0.021) | base outcome | −0.021 (0.016) | −0.439 (0.325) | −0.025 (0.018) | −0.036* (0.021) | base outcome | −0.016 (0.017) | −0.378** (0.171) | −0.015 (0.019) | −0.018 (0.024) | −0.430 (0.038) | −0.002 (0.022) | 0.058** (0.029) | −0.037 (0.037) | −0.002 (0.022) | 0.059* (0.031) | −0.031 (0.020) | 0.001 (0.018) | 0.070** (0.029) | |||
| Gender (male = 1) | 0.042 (0.490) | −3.37*** (1.243) | 0.074 (0.696) | −0.283 (0.315) | 0.032 (0.490) | −3.229 (2.267) | 0.071 (0.717) | -0.296 (0.304) | 0.104 (0.537) | −3.393*** (0.607) | 0.177 (0.724) | −0.157 (0.313) | 1.535 (2.274) | −0.931* (0.558) | 0.037 (0.741) | 1.883 (2.367) | −0.943* (0.573) | −0.0180 (0.770) | 0.983 (1.607) | −0.899 (0.555) | 0.119 (0.780) | ||||||
| Family | 0.256 (0.204) | 2.057 (1.368) | 0.220 (0.214) | 0.225 (0.160) | 0.254 (0.207) | 1.853 (1.286) | 0.225 (0.221) | 0.221 (0.156) | 0.193 (0.201) | 1.140 (0.798) | 0.137 (0.199) | 0.110 (0.146) | −0.236 (0.217) | −0.050 (0.157) | −0.174 (0.163) | −0.180 (0.235) | −0.027 (0.142) | −0.036 (0.168) | −0.417** (0.193) | −0.067 (0.151) | −0.190 (0.152) | ||||||
| Education | 0.132 (0.116) | −0.610** (0.310) | 0.111 (0.083) | 0.016 (0.083) | 0.130 0.116) | −0.624 (0.426) | 0.111 (0.084) | 0.017 (0.082) | 0.163* (0.088) | −0.551*** (0.157) | 0.162** (0.082) | 0.076 (0.071) | −0.923*** (0.245) | −0.352*** (0.076) | −0.202*** (0.075) | −0.896 (0.248) | −0.348*** (0.072) | −0.2231*** (0.079) | −0.797*** (0.185) | −0.230*** (0.072) | −0.121 (0.010) | ||||||
| Health | −0.707 (0.472) | −1.265 (1.218) | −0.300 (0.595) | 0.038 (0.361) | −0.719 0.452) | −1.187 (1.967) | −0.313 0.588) | 0.029 (0.350) | −0.751* (0.453) | −1.729*** (0.611) | −0.368 (0.582) | −0.016 (0.336) | 1.189*** (0.373) | −0.027 (0.270) | −0.228 (0.615) | 1.240*** (0.425) | −0.074 (0.282) | −0.054 (0.570) | 0.999** (0.483) | −0.054 (0.278) | −0.257 (0.591) | ||||||
| rMEQ | 0.838** (0.366) | 2.591 (3.574) | 1.665** (0.838) | 0.685 (0.618) | 0.810** (0.325) | 1.837 (4.274) | 1.576* (0.836) | 0.685 (0.667) | 0.709* (0.377) | 1.223 (1.522) | 1.526* (0.795) | 0.525 (0.557) | 1.250 (0.943) | 0.395 (0.356) | 0.365 (0.607) | 1.898*** (0.651) | 0.361 (0.422) | 0.265 (0.594) | 1.520** (0.672) | 0.371 (0.345) | 0.320 (0.637) | ||||||
| rMEQ2 | −0.032** (0.013) | −0.120 (0.158) | −0.060** (0.030) | −0.025 (0.022) | −0.031** (0.012) | −0.093 (0.187) | −0.057* (0.0297) | −0.025 (0.023) | −0.027* (0.014) | −0.058 (0.066) | −0.055** (0.028) | −0.020 (0.020) | −0.043 (0.029) | −0.013 (0.012) | −0.016 (0.023) | −0.065*** (0.019) | −0.012 (0.014) | −0.014 (0.023) | −0.052*** (0.018) | −0.012 (0.011) | −0.015 (0.024) | ||||||
| Sleep hours | −0.106 (0.450) | −0.773* (0.469) | −0.243 (0.327) | −0.004 (0.370) | −0.226 (0.456) | −0.736 (0.630) | −0.399 (0.339) | −0.215 (0.339) | 0.108 (0.554) | −0.471* (0.279) | −1.646** (0.727) | −0.047 (0.408) | −0.487* (0.279) | −1.723** (0.680) | |||||||||||||
| Constant | −8.269*** (2.928) | 9.795 (16.030) | −13.94** (6.888) | −6.582 (5.333) | −0.83*** (2.825) | 12.289 (15.051) | −13.95** (6.874) | −6.529 (5.250) | −6.013*** (2.029) | 13.218 (10.629) | −11.001 (6.714) | −2.364 (4.181) | −4.124 (7.736) | 4.418 (3.113) | −0.061 (4.365) | −9.295 (7.321) | 3.382 (2.939) | −3.232 (3.316) | 0.713 (4.341) | 4.917 (3.049) | 1.130 (4.574) | ||||||
| No. of obs | 153 | 153 | 153 | 153 | 153 | ||||||||||||||||||||||
| Pseudo R2 | 0.1388 | 0.1368 | 0.0862 | 0.2363 | 0.2060 | 0.1977 | |||||||||||||||||||||
| pseudo-log-likelihood | −187.6*** | −188.0*** | −199.0*** | −128.3** | −133.4** | −134.8*** | |||||||||||||||||||||
| Variable | Model 1: daypreference | Model 2: daypreference | Model 3: daypreference | Model 4: weekpreference | Model 5: weekpreference | Model 6: weekpreference | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3¥ | 4 | 5 | 1 | 2 | 3¥ | 4 | 5 | 1 | 2 | 3¥ | 4 | 5 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | |
| Creative | 0.025 | −0.047 (0.075) | 0.040 | 0.056 | 0.026 | −0.043 (0.071 | 0.041 | 0.056 | 0.101 (0.064) | 0.018 | base outcome | 0.034 (0.021) | 0.010 (0.064) | 0.019 | base outcome | 0.042 | base outcome | ||||||||||
| Age | base outcome | −0.021 (0.015) | −0.448 (0.313) | −0.027 (0.019) | −0.036 | base outcome | −0.021 (0.016) | −0.439 (0.325) | −0.025 (0.018) | −0.036 | base outcome | −0.016 (0.017) | −0.378 | −0.015 (0.019) | −0.018 (0.024) | −0.430 (0.038) | −0.002 (0.022) | 0.058 | −0.037 (0.037) | −0.002 (0.022) | 0.059 | −0.031 (0.020) | 0.001 (0.018) | 0.070 | |||
| Gender (male = 1) | 0.042 (0.490) | −3.37 | 0.074 (0.696) | −0.283 (0.315) | 0.032 (0.490) | −3.229 (2.267) | 0.071 (0.717) | -0.296 (0.304) | 0.104 (0.537) | −3.393 | 0.177 (0.724) | −0.157 (0.313) | 1.535 (2.274) | −0.931 | 0.037 (0.741) | 1.883 (2.367) | −0.943 | −0.0180 (0.770) | 0.983 (1.607) | −0.899 (0.555) | 0.119 (0.780) | ||||||
| Family | 0.256 (0.204) | 2.057 (1.368) | 0.220 (0.214) | 0.225 (0.160) | 0.254 (0.207) | 1.853 (1.286) | 0.225 (0.221) | 0.221 (0.156) | 0.193 (0.201) | 1.140 (0.798) | 0.137 (0.199) | 0.110 (0.146) | −0.236 (0.217) | −0.050 (0.157) | −0.174 (0.163) | −0.180 (0.235) | −0.027 (0.142) | −0.036 (0.168) | −0.417 | −0.067 (0.151) | −0.190 (0.152) | ||||||
| Education | 0.132 (0.116) | −0.610 | 0.111 (0.083) | 0.016 (0.083) | 0.130 0.116) | −0.624 (0.426) | 0.111 (0.084) | 0.017 (0.082) | 0.163 | −0.551 | 0.162 | 0.076 (0.071) | −0.923 | −0.352 | −0.202 | −0.896 (0.248) | −0.348 | −0.2231 | −0.797 | −0.230 | −0.121 (0.010) | ||||||
| Health | −0.707 (0.472) | −1.265 (1.218) | −0.300 (0.595) | 0.038 (0.361) | −0.719 0.452) | −1.187 (1.967) | −0.313 0.588) | 0.029 (0.350) | −0.751 | −1.729 | −0.368 (0.582) | −0.016 (0.336) | 1.189 | −0.027 (0.270) | −0.228 (0.615) | 1.240 | −0.074 (0.282) | −0.054 (0.570) | 0.999 | −0.054 (0.278) | −0.257 (0.591) | ||||||
| rMEQ | 0.838 | 2.591 (3.574) | 1.665 | 0.685 (0.618) | 0.810 | 1.837 (4.274) | 1.576 | 0.685 (0.667) | 0.709 | 1.223 (1.522) | 1.526 | 0.525 (0.557) | 1.250 (0.943) | 0.395 (0.356) | 0.365 (0.607) | 1.898 | 0.361 (0.422) | 0.265 (0.594) | 1.520 | 0.371 (0.345) | 0.320 (0.637) | ||||||
| rMEQ2 | −0.032 | −0.120 (0.158) | −0.060 | −0.025 (0.022) | −0.031 | −0.093 (0.187) | −0.057 | −0.025 (0.023) | −0.027 | −0.058 (0.066) | −0.055 | −0.020 (0.020) | −0.043 (0.029) | −0.013 (0.012) | −0.016 (0.023) | −0.065 | −0.012 (0.014) | −0.014 (0.023) | −0.052 | −0.012 (0.011) | −0.015 (0.024) | ||||||
| Sleep hours | −0.106 (0.450) | −0.773 | −0.243 (0.327) | −0.004 (0.370) | −0.226 (0.456) | −0.736 (0.630) | −0.399 (0.339) | −0.215 (0.339) | 0.108 (0.554) | −0.471 | −1.646 | −0.047 (0.408) | −0.487 | −1.723 | |||||||||||||
| Constant | −8.269 | 9.795 (16.030) | −13.94 | −6.582 (5.333) | −0.83 | 12.289 (15.051) | −13.95 | −6.529 (5.250) | −6.013 | 13.218 (10.629) | −11.001 (6.714) | −2.364 (4.181) | −4.124 (7.736) | 4.418 (3.113) | −0.061 (4.365) | −9.295 (7.321) | 3.382 (2.939) | −3.232 (3.316) | 0.713 (4.341) | 4.917 (3.049) | 1.130 (4.574) | ||||||
| No. of obs | 153 | 153 | 153 | 153 | 153 | ||||||||||||||||||||||
| Pseudo | 0.1388 | 0.1368 | 0.0862 | 0.2363 | 0.2060 | 0.1977 | |||||||||||||||||||||
| pseudo-log-likelihood | −187.6 | −188.0 | −199.0 | −128.3 | −133.4 | −134.8 | |||||||||||||||||||||
Notes:
*p < 0.10;
**p < 0.05; and
***p < 0.01; significance of pseudo-log-likelihoods is based on the Wald’s chi; ¥daypreference = 3 had only four observations, as a result of which the results in this category are considered irrelevant; and ‡weekpreference = 1 had only seven observations, as a result of which the results in this category are considered irrelevant
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