Table 2. Comparison of pairwise linear models for response times and response levels data.
Response times | Response levels | |||||
---|---|---|---|---|---|---|
Knot at: | Segment 1 M(SE) |
Segment 2 M(SE) |
BIC | Segment 1 M(SE) |
Segment 2 M(SE) |
BIC |
Happy | ||||||
24 hours | 0.031 (0.035) | 0.009 (0.003)** | 3964 | 0.044 (0.038) | 0.014 (0.005)** | 6440 |
2 days | 0.021 (0.017) | 0.009 (0.004)* | 3963 | 0.045 (0.020)* | 0.011 (0.005)* | 6435 |
3 days | 0.018 (0.011) | 0.008 (0.004) | 3963 | 0.035 (0.013)** | 0.009 (0.006) | 6433 |
1 week | 0.013 (0.008) | 0.009 (0.005) | 3964 | 0.028 (0.010)** | 0.008 (0.007) | 6434 |
2 weeks | 0.012 (0.006)* | 0.008 (0.006) | 3964 | 0.023 (0.008)** | 0.007 (0.008) | 6437 |
1 month | 0.012 (0.005)* | 0.008 (0.008) | 3964 | 0.020 (0.007)** | 0.006 (0.010) | 6436 |
3 months | 0.012 (0.004)** | 0.004 (0.011) | 3964 | 0.019 (0.006)** | 0.003 (0.013) | 6437 |
6 months | 0.012 (0.004)** | 0.000 (0.017) | 3962 | 0.018 (0.005) | -0.007 (0.019) | 6434 |
Calm | ||||||
24 hours | 0.088 (0.035)* | 0.001 (0.003) | 3901 | -0.251 (0.043)*** | -0.025 (0.005)*** | 6796 |
2 days | 0.032 (0.018) | 0.001 (0.004) | 3906 | -0.155 (0.023)*** | -0.017 (0.006)** | 6780 |
3 days | 0.017 (0.011) | 0.002 (0.004) | 3907 | -0.108 (0.015)*** | -0.012 (0.006) | 6780 |
1 week | 0.012 (0.008) | 0.001 (0.005) | 3908 | -0.086 (0.011)*** | -0.005 (0.007) | 6780 |
2 weeks | 0.010 (0.006) | 0.000 (0.006) | 3908 | -0.068 (0.009)*** | -0.001 (0.009) | 6790 |
1 month | 0.007 (0.005) | 0.002 (0.008) | 3908 | -0.054 (0.008)*** | -0.001 (0.011) | 6802 |
3 months | 0.005 (0.004) | 0.005 (0.011) | 3910 | -0.046 (0.007)*** | 0.004 (0.014) | 6810 |
6 months | 0.005 (0.003) | 0.009 (0.018) | 3909 | -0.041 (0.006)*** | 0.010 (0.022) | 6815 |
Excited | ||||||
24 hours | 0.032 (0.037) | 0.007 (0.003)* | 3945 | 0.131 (0.043)** | 0.044 (0.006)*** | 6807 |
2 days | 0.029 (0.017) | 0.005 (0.003) | 3945 | 0.114 (0.021)*** | 0.039 (0.006)*** | 6798 |
3 days | 0.026 (0.011)* | 0.003 (0.004) | 3943 | 0.091 (0.015)*** | 0.035 (0.007)*** | 6791 |
1 week | 0.018 (0.008)* | 0.002 (0.005) | 3942 | 0.076 (0.011)*** | 0.033 (0.008)*** | 6783 |
2 weeks | 0.014 (0.007)* | 0.002 (0.006) | 3940 | 0.068 (0.009)*** | 0.029 (0.010)** | 6779 |
1 month | 0.014 (0.006)* | -0.002 (0.008) | 3936 | 0.061 (0.008)*** | 0.025 (0.012)* | 6785 |
3 months | 0.012 (0.004)** | -0.004 (0.011) | 3941 | 0.058 (0.007)*** | 0.017 (0.016) | 6792 |
6 months | 0.011 (0.004)** | -0.009 (0.017) | 3945 | 0.052 (0.006)*** | 0.016 (0.024) | 6802 |
Sad | ||||||
24 hours | 0.035 (0.039) | 0.015 (0.004)*** | 4087 | 0.046 (0.036) | 0.079 (0.005)*** | 6037 |
2 days | 0.033 (0.018) | 0.013 (0.004)** | 4088 | 0.067 (0.018)*** | 0.079 (0.006)*** | 6014 |
3 days | 0.032 (0.011)** | 0.011 (0.005)* | 4083 | 0.065 (0.012)*** | 0.081 (0.006)*** | 6001 |
1 week | 0.029 (0.008)*** | 0.008 (0.006) | 4076 | 0.06 (0.009)*** | 0.087 (0.008)*** | 5994 |
2 weeks | 0.026 (0.006)*** | 0.006 (0.007) | 4074 | 0.059 (0.008)*** | 0.096 (0.009)*** | 5977 |
1 month | 0.024 (0.005)*** | 0.001 (0.009) | 4074 | 0.061 (0.007)*** | 0.108 (0.012)*** | 5943 |
3 months | 0.021 (0.005)*** | -0.001 (0.012) | 4077 | 0.065 (0.006)*** | 0.122 (0.016)*** | 5931 |
6 months | 0.018 (0.004)*** | -0.001 (0.020) | 4082 | 0.068 (0.005)*** | 0.143 (0.024)*** | 5953 |
Anxious | ||||||
24 hours | 0.036 (0.034) | 0.008 (0.003)* | 3827 | 0.187 (0.044)*** | 0.075 (0.006)*** | 6983 |
2 days | 0.026 (0.017) | 0.006 (0.003) | 3828 | 0.183 (0.023)*** | 0.066 (0.006)*** | 6951 |
3 days | 0.021 (0.011) | 0.005(0.004) | 3827 | 0.140 (0.015)*** | 0.062 (0.007)*** | 6949 |
1 week | 0.021 (0.008)** | 0.001 (0.005) | 3823 | 0.117 (0.011)*** | 0.060 (0.008)*** | 6952 |
2 weeks | 0.018 (0.006)** | -0.001 (0.006) | 3825 | 0.104 (0.009)*** | 0.058 (0.010)*** | 6951 |
1 month | 0.015 (0.005)** | -0.001 (0.007) | 3827 | 0.094 (0.008)*** | 0.057 (0.012)*** | 6961 |
3 months | 0.013 (0.004)** | -0.004 (0.010) | 3828 | 0.090 (0.007)*** | 0.052 (0.016)** | 6965 |
6 months | 0.012 (0.004)** | -0.014 (0.016) | 3827 | 0.086 (0.006)*** | 0.049 (0.026) | 6963 |
Angry | ||||||
24 hours | 0.089 (0.040)* | 0.012 (0.003)*** | 4074 | 0.062 (0.039) | 0.068 (0.005)*** | 5681 |
2 days | 0.056 (0.018)** | 0.009 (0.004)* | 4078 | 0.081 (0.021)*** | 0.066 (0.006)*** | 5636 |
3 days | 0.039 (0.011)*** | 0.008 (0.004) | 4081 | 0.072 (0.014)*** | 0.066 (0.006)*** | 5624 |
1 week | 0.032 (0.008)*** | 0.006 (0.005) | 4082 | 0.065 (0.010)*** | 0.069 (0.008)*** | 5623 |
2 weeks | 0.028 (0.006)*** | 0.003 (0.006) | 4082 | 0.063 (0.008)*** | 0.071 (0.009)*** | 5624 |
1 month | 0.023 (0.005)*** | 0.001 (0.008) | 4084 | 0.063 (0.007)*** | 0.074 (0.011)*** | 5638 |
3 months | 0.020 (0.004)*** | 0.001 (0.011) | 4089 | 0.065 (0.006)*** | 0.076 (0.015)*** | 5652 |
6 months | 0.017 (0.004)*** | 0.001 (0.016) | 4091 | 0.064 (0.005)*** | 0.094 (0.022)*** | 5660 |
Pain | ||||||
24 hours | 0.067 (0.040) | 0.008 (0.003)* | 3869 | 0.110 (0.034)** | 0.047 (0.005)*** | 5617 |
2 days | 0.033 (0.018) | 0.008 (0.004)* | 3871 | 0.095 (0.017)*** | 0.043 (0.006)*** | 5596 |
3 days | 0.021 (0.011) | 0.008 (0.004) | 3875 | 0.068 (0.012)*** | 0.044 (0.006)*** | 5595 |
1 week | 0.016 (0.008)* | 0.008 (0.005) | 3874 | 0.054 (0.009)*** | 0.047 (0.007)*** | 5588 |
2 weeks | 0.013 (0.006)* | 0.009 (0.006) | 3877 | 0.048 (0.007)*** | 0.052 (0.009)*** | 5578 |
1 month | 0.012 (0.005)* | 0.010 (0.008) | 3879 | 0.047 (0.006)*** | 0.055 (0.011)*** | 5565 |
3 months | 0.011 (0.004)** | 0.012 (0.011) | 3878 | 0.047 (0.006)*** | 0.059 (0.015)*** | 5554 |
6 months | 0.010 (0.004)** | 0.017 (0.017) | 3879 | 0.046 (0.005)*** | 0.077 (0.023)** | 5537 |
Stressed | ||||||
24 hours | 0.084 (0.038)* | 0.005 (0.003) | 3784 | 0.072 (0.045) | 0.100 (0.006)*** | 7260 |
2 days | 0.045 (0.017)** | 0.003 (0.003) | 3784 | 0.131 (0.023)*** | 0.094 (0.007)*** | 7243 |
3 days | 0.034 (0.010)** | 0.001 (0.004) | 3782 | 0.116 (0.015)*** | 0.093 (0.008)*** | 7241 |
1 week | 0.026 (0.007)** | -0.001 (0.005) | 3782 | 0.108 (0.012)*** | 0.093 (0.009)*** | 7239 |
2 weeks | 0.019 (0.006)** | -0.002 (0.006) | 3784 | 0.107 (0.010)*** | 0.090 (0.011)*** | 7232 |
1 month | 0.015 (0.005)** | -0.003 (0.007) | 3785 | 0.105 (0.008)*** | 0.087 (0.014)*** | 7227 |
3 months | 0.013 (0.004)** | -0.005 (0.010) | 3786 | 0.103 (0.007)*** | 0.085 (0.018)*** | 7224 |
6 months | 0.011 (0.003)** | -0.005 (0.016) | 3787 | 0.100 (0.007)*** | 0.086 (0.028)** | 7226 |
Note. Models were estimated for all possible knots (last 24 hours, last 2 days, last 3 days, last week, last 2 weeks, last month, last 3 months, last 6 months). Linear coefficients and standard errors for corresponding segments and Bayesian Information Criterion (BIC) are displayed. Segment 1 includes time frames before the knot. Segment 2 includes the knot and time frames after the knot including the last year time frame.
The difference between pairs of coefficients printed in bold is significant at p < .05.
* p < .05.
** p < .01.
*** p < .001.