Accompanies the article “Later-life education slows cognitive decline: a long-term prospective interventional study”
Term | Chi.sq | df | p.value |
---|---|---|---|
test | 13.2 | 17 | 0.722 |
Time | 291.5 | 1 | <0.001 |
group | 10.6 | 1 | 0.001 |
test:Time | 489.8 | 17 | <0.001 |
test:group | 31.6 | 17 | 0.017 |
Time:group | 23.7 | 1 | <0.001 |
test:Time:group | 31.9 | 17 | 0.016 |
Term | Chi.sq | df | p.value |
---|---|---|---|
Prior CR
|
41.5 | 1 | <0.001 |
age_z | 58.5 | 1 | <0.001 |
test | 6.6 | 17 | 0.99 |
Time | 222.3 | 1 | <0.001 |
group | 2.2 | 1 | 0.14 |
age_z:test | 203.0 | 17 | <0.001 |
test:Time | 402.6 | 17 | <0.001 |
Time:group | 24.0 | 1 | <0.001 |
test:group | 27.8 | 17 | 0.05 |
test:Time:group | 28.2 | 17 | 0.04 |
value | value | |||
---|---|---|---|---|
Predictors | Estimates | CI | Estimates | CI |
(Intercept) | -0.205 | -0.368 – -0.042 | -0.127 | -0.284 – 0.030 |
test: cowat tot z | 0.120 | -0.091 – 0.332 | 0.066 | -0.143 – 0.275 |
test: lmi unit tot z | -0.195 | -0.389 – -0.001 | -0.235 | -0.430 – -0.040 |
test: lmii unit tot z | -0.167 | -0.362 – 0.028 | -0.203 | -0.397 – -0.009 |
test: pal ftm score z | -0.064 | -0.269 – 0.141 | -0.102 | -0.304 – 0.101 |
test: reversed log pal te 6 score z |
0.016 | -0.191 – 0.222 | -0.023 | -0.226 – 0.180 |
test: ravlt arcl raw z | 0.045 | -0.165 – 0.255 | -0.012 | -0.220 – 0.196 |
test: ravlt t 15 tot z | 0.030 | -0.177 – 0.237 | -0.016 | -0.220 – 0.189 |
test: rcft rcl raw z | -0.283 | -0.475 – -0.091 | -0.320 | -0.511 – -0.129 |
test: rvp a z | -0.105 | -0.309 – 0.099 | -0.126 | -0.327 – 0.076 |
test: ssp len z | -0.106 | -0.316 – 0.103 | -0.157 | -0.363 – 0.048 |
test: reversed log stroop c time z |
-0.022 | -0.229 – 0.186 | -0.045 | -0.249 – 0.160 |
test: reversed log swm be z |
0.054 | -0.165 – 0.273 | 0.021 | -0.197 – 0.238 |
test: reversed log tmt b time z |
-0.077 | -0.273 – 0.119 | -0.117 | -0.306 – 0.073 |
test: wais com raw z | -0.064 | -0.254 – 0.126 | -0.121 | -0.309 – 0.068 |
test: wais ds raw z | 0.157 | -0.064 – 0.377 | 0.107 | -0.112 – 0.326 |
test: wais lns raw z | 0.085 | -0.117 – 0.286 | 0.048 | -0.154 – 0.249 |
test: reversed log wais voc raw z |
-0.031 | -0.216 – 0.153 | -0.081 | -0.263 – 0.101 |
Time | -0.008 | -0.037 – 0.020 | 0.001 | -0.029 – 0.031 |
Educational intervention group: Intervention |
0.078 | -0.106 – 0.261 | 0.015 | -0.165 – 0.196 |
testcowat_tot_z:Time | 0.044 | 0.004 – 0.084 | 0.049 | 0.007 – 0.091 |
testlmi_unit_tot_z:Time | 0.086 | 0.047 – 0.126 | 0.106 | 0.065 – 0.147 |
testlmii_unit_tot_z:Time | 0.085 | 0.046 – 0.125 | 0.108 | 0.066 – 0.149 |
testpal_ftm_score_z:Time | 0.026 | -0.014 – 0.066 | 0.071 | 0.029 – 0.113 |
testreversed_log_pal_te6_score_z:Time | 0.036 | -0.004 – 0.076 | 0.063 | 0.021 – 0.105 |
testravlt_arcl_raw_z:Time | -0.039 | -0.078 – 0.001 | -0.017 | -0.058 – 0.025 |
testravlt_t15_tot_z:Time | -0.054 | -0.094 – -0.015 | -0.013 | -0.055 – 0.028 |
testrcft_rcl_raw_z:Time | 0.103 | 0.064 – 0.143 | 0.121 | 0.079 – 0.162 |
testrvp_a_z:Time | 0.042 | 0.001 – 0.082 | 0.073 | 0.031 – 0.115 |
testssp_len_z:Time | 0.050 | 0.009 – 0.090 | 0.086 | 0.044 – 0.128 |
testreversed_log_stroop_c_time_z:Time | 0.026 | -0.014 – 0.066 | 0.063 | 0.021 – 0.105 |
testreversed_log_swm_be_z:Time | -0.007 | -0.048 – 0.033 | 0.024 | -0.019 – 0.066 |
testreversed_log_tmt_b_time_z:Time | 0.039 | -0.001 – 0.079 | 0.078 | 0.037 – 0.120 |
testwais_com_raw_z:Time | -0.016 | -0.056 – 0.023 | -0.020 | -0.061 – 0.022 |
testwais_ds_raw_z:Time | -0.001 | -0.041 – 0.039 | 0.004 | -0.039 – 0.046 |
testwais_lns_raw_z:Time | -0.007 | -0.046 – 0.033 | 0.016 | -0.025 – 0.058 |
testreversed_log_wais_voc_raw_z:Time | -0.011 | -0.051 – 0.028 | -0.024 | -0.065 – 0.018 |
testcowat_tot_z:groupIntervention | -0.098 | -0.336 – 0.141 | -0.117 | -0.357 – 0.122 |
testlmi_unit_tot_z:groupIntervention | 0.075 | -0.144 – 0.294 | 0.007 | -0.216 – 0.230 |
testlmii_unit_tot_z:groupIntervention | 0.027 | -0.193 – 0.247 | -0.039 | -0.261 – 0.184 |
testpal_ftm_score_z:groupIntervention | 0.132 | -0.100 – 0.363 | -0.006 | -0.238 – 0.226 |
testreversed_log_pal_te6_score_z:groupIntervention | 0.055 | -0.177 – 0.288 | -0.040 | -0.273 – 0.192 |
testravlt_arcl_raw_z:groupIntervention | 0.166 | -0.071 – 0.402 | 0.069 | -0.170 – 0.307 |
testravlt_t15_tot_z:groupIntervention | 0.171 | -0.062 – 0.404 | 0.029 | -0.206 – 0.263 |
testrcft_rcl_raw_z:groupIntervention | 0.179 | -0.038 – 0.395 | 0.116 | -0.103 – 0.334 |
testrvp_a_z:groupIntervention | 0.100 | -0.129 – 0.330 | 0.001 | -0.230 – 0.232 |
testssp_len_z:groupIntervention | 0.292 | 0.056 – 0.528 | 0.165 | -0.071 – 0.401 |
testreversed_log_stroop_c_time_z:groupIntervention | 0.102 | -0.132 – 0.336 | -0.044 | -0.279 – 0.190 |
testreversed_log_swm_be_z:groupIntervention | 0.058 | -0.188 – 0.304 | -0.040 | -0.290 – 0.210 |
testreversed_log_tmt_b_time_z:groupIntervention | 0.174 | -0.046 – 0.395 | 0.004 | -0.213 – 0.222 |
testwais_com_raw_z:groupIntervention | 0.146 | -0.069 – 0.360 | 0.180 | -0.037 – 0.396 |
testwais_ds_raw_z:groupIntervention | -0.040 | -0.288 – 0.208 | -0.083 | -0.334 – 0.169 |
testwais_lns_raw_z:groupIntervention | 0.077 | -0.150 – 0.304 | -0.015 | -0.246 – 0.216 |
testreversed_log_wais_voc_raw_z:groupIntervention | 0.126 | -0.082 – 0.334 | 0.180 | -0.029 – 0.388 |
Time:groupIntervention | 0.043 | 0.010 – 0.075 | 0.043 | 0.011 – 0.075 |
testcowat_tot_z:Time:groupIntervention | -0.050 | -0.096 – -0.005 | -0.055 | -0.101 – -0.009 |
testlmi_unit_tot_z:Time:groupIntervention | -0.024 | -0.069 – 0.021 | -0.025 | -0.070 – 0.020 |
testlmii_unit_tot_z:Time:groupIntervention | -0.010 | -0.055 – 0.036 | -0.013 | -0.058 – 0.032 |
testpal_ftm_score_z:Time:groupIntervention | -0.015 | -0.061 – 0.030 | -0.020 | -0.066 – 0.026 |
testreversed_log_pal_te6_score_z:Time:groupIntervention | -0.031 | -0.077 – 0.014 | -0.033 | -0.079 – 0.013 |
testravlt_arcl_raw_z:Time:groupIntervention | -0.005 | -0.051 – 0.040 | -0.002 | -0.048 – 0.043 |
testravlt_t15_tot_z:Time:groupIntervention | 0.015 | -0.030 – 0.061 | 0.013 | -0.032 – 0.058 |
testrcft_rcl_raw_z:Time:groupIntervention | -0.032 | -0.078 – 0.013 | -0.029 | -0.074 – 0.016 |
testrvp_a_z:Time:groupIntervention | -0.023 | -0.069 – 0.024 | -0.025 | -0.071 – 0.021 |
testssp_len_z:Time:groupIntervention | -0.084 | -0.130 – -0.038 | -0.083 | -0.130 – -0.037 |
testreversed_log_stroop_c_time_z:Time:groupIntervention | -0.033 | -0.079 – 0.013 | -0.028 | -0.074 – 0.018 |
testreversed_log_swm_be_z:Time:groupIntervention | -0.011 | -0.057 – 0.035 | -0.017 | -0.063 – 0.030 |
testreversed_log_tmt_b_time_z:Time:groupIntervention | -0.049 | -0.094 – -0.003 | -0.034 | -0.080 – 0.011 |
testwais_com_raw_z:Time:groupIntervention | 0.001 | -0.045 – 0.046 | -0.005 | -0.051 – 0.040 |
testwais_ds_raw_z:Time:groupIntervention | -0.025 | -0.071 – 0.020 | -0.022 | -0.067 – 0.024 |
testwais_lns_raw_z:Time:groupIntervention | -0.033 | -0.079 – 0.012 | -0.033 | -0.078 – 0.012 |
testreversed_log_wais_voc_raw_z:Time:groupIntervention | -0.011 | -0.056 – 0.034 | -0.016 | -0.061 – 0.030 |
Prior Cognitive Reserve(z) |
0.143 | 0.100 – 0.187 | ||
age z | -0.086 | -0.156 – -0.016 | ||
age_z:testcowat_tot_z | 0.022 | -0.070 – 0.115 | ||
age_z:testlmi_unit_tot_z | -0.126 | -0.211 – -0.042 | ||
age_z:testlmii_unit_tot_z | -0.128 | -0.212 – -0.043 | ||
age_z:testpal_ftm_score_z | -0.244 | -0.332 – -0.155 | ||
age_z:testreversed_log_pal_te6_score_z | -0.179 | -0.268 – -0.090 | ||
age_z:testravlt_arcl_raw_z | -0.148 | -0.239 – -0.056 | ||
age_z:testravlt_t15_tot_z | -0.233 | -0.323 – -0.144 | ||
age_z:testrcft_rcl_raw_z | -0.126 | -0.209 – -0.043 | ||
age_z:testrvp_a_z | -0.206 | -0.295 – -0.118 | ||
age_z:testssp_len_z | -0.212 | -0.303 – -0.121 | ||
age_z:testreversed_log_stroop_c_time_z | -0.273 | -0.363 – -0.183 | ||
age_z:testreversed_log_swm_be_z | -0.179 | -0.276 – -0.082 | ||
age_z:testreversed_log_tmt_b_time_z | -0.310 | -0.391 – -0.228 | ||
age_z:testwais_com_raw_z | 0.083 | 0.001 – 0.164 | ||
age_z:testwais_ds_raw_z | -0.032 | -0.129 – 0.066 | ||
age_z:testwais_lns_raw_z | -0.149 | -0.237 – -0.061 | ||
age_z:testreversed_log_wais_voc_raw_z | 0.123 | 0.045 – 0.201 | ||
Random Effects | ||||
σ2 | 0.39 | 0.39 | ||
τ00 | 0.50 Participant | 0.44 Participant | ||
τ11 | 0.77 Participant.testcowat_tot_z | 0.74 Participant.testcowat_tot_z | ||
0.59 Participant.testlmi_unit_tot_z | 0.59 Participant.testlmi_unit_tot_z | |||
0.60 Participant.testlmii_unit_tot_z | 0.58 Participant.testlmii_unit_tot_z | |||
0.70 Participant.testpal_ftm_score_z | 0.67 Participant.testpal_ftm_score_z | |||
0.71 Participant.testreversed_log_pal_te6_score_z | 0.67 Participant.testreversed_log_pal_te6_score_z | |||
0.75 Participant.testravlt_arcl_raw_z | 0.73 Participant.testravlt_arcl_raw_z | |||
0.72 Participant.testravlt_t15_tot_z | 0.69 Participant.testravlt_t15_tot_z | |||
0.57 Participant.testrcft_rcl_raw_z | 0.55 Participant.testrcft_rcl_raw_z | |||
0.68 Participant.testrvp_a_z | 0.65 Participant.testrvp_a_z | |||
0.75 Participant.testssp_len_z | 0.70 Participant.testssp_len_z | |||
0.73 Participant.testreversed_log_stroop_c_time_z | 0.69 Participant.testreversed_log_stroop_c_time_z | |||
0.85 Participant.testreversed_log_swm_be_z | 0.83 Participant.testreversed_log_swm_be_z | |||
0.60 Participant.testreversed_log_tmt_b_time_z | 0.53 Participant.testreversed_log_tmt_b_time_z | |||
0.54 Participant.testwais_com_raw_z | 0.53 Participant.testwais_com_raw_z | |||
0.87 Participant.testwais_ds_raw_z | 0.85 Participant.testwais_ds_raw_z | |||
0.66 Participant.testwais_lns_raw_z | 0.66 Participant.testwais_lns_raw_z | |||
0.49 Participant.testreversed_log_wais_voc_raw_z | 0.46 Participant.testreversed_log_wais_voc_raw_z | |||
ρ01 | -0.49 | -0.46 | ||
-0.43 | -0.38 | |||
-0.46 | -0.41 | |||
-0.56 | -0.56 | |||
-0.64 | -0.61 | |||
-0.56 | -0.51 | |||
-0.50 | -0.48 | |||
-0.55 | -0.54 | |||
-0.44 | -0.45 | |||
-0.59 | -0.61 | |||
-0.46 | -0.51 | |||
-0.59 | -0.60 | |||
-0.46 | -0.50 | |||
-0.51 | -0.50 | |||
-0.51 | -0.49 | |||
-0.45 | -0.44 | |||
-0.34 | -0.31 | |||
ICC | 0.60 | 0.59 | ||
N | 485 Participant | 485 Participant | ||
Observations | 37291 | 37291 | ||
Marginal R2 / Conditional R2 | 0.020 / 0.608 | 0.079 / 0.620 |
Experimental group trajectories for each cognitive test instrument, with and without adjustment for prior cognitive reserve and age. Reported p-values are taken from analysis of deviance tables. Tables of coefficients are also shown which include 95% confidence intervals.
## $emtrends
## test = reversed_log_bnt_raw_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.00114 0.01524 37028 -0.028732 0.0310
## Intervention 0.04422 0.00954 37028 0.025532 0.0629
##
## test = cowat_tot_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.05002 0.01562 37028 0.019400 0.0806
## Intervention 0.03792 0.01008 37028 0.018166 0.0577
##
## test = lmi_unit_tot_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.10738 0.01532 37028 0.077365 0.1374
## Intervention 0.12571 0.00988 37028 0.106342 0.1451
##
## test = lmii_unit_tot_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.10884 0.01530 37028 0.078855 0.1388
## Intervention 0.13907 0.00981 37028 0.119853 0.1583
##
## test = pal_ftm_score_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.07191 0.01550 37028 0.041528 0.1023
## Intervention 0.09528 0.00972 37028 0.076226 0.1143
##
## test = reversed_log_pal_te6_score_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.06444 0.01543 37028 0.034199 0.0947
## Intervention 0.07430 0.00960 37028 0.055485 0.0931
##
## test = ravlt_arcl_raw_z:
## group Time.trend SE df lower.CL upper.CL
## Control -0.01539 0.01530 37028 -0.045373 0.0146
## Intervention 0.02540 0.00978 37028 0.006218 0.0446
##
## test = ravlt_t15_tot_z:
## group Time.trend SE df lower.CL upper.CL
## Control -0.01219 0.01530 37028 -0.042165 0.0178
## Intervention 0.04396 0.00980 37028 0.024754 0.0632
##
## test = rcft_rcl_raw_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.12172 0.01525 37028 0.091835 0.1516
## Intervention 0.13582 0.00956 37028 0.117083 0.1546
##
## test = rvp_a_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.07391 0.01586 37028 0.042817 0.1050
## Intervention 0.09204 0.01013 37028 0.072178 0.1119
##
## test = ssp_len_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.08708 0.01562 37028 0.056462 0.1177
## Intervention 0.04668 0.00974 37028 0.027587 0.0658
##
## test = reversed_log_stroop_c_time_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.06444 0.01554 37028 0.033983 0.0949
## Intervention 0.07977 0.00985 37028 0.060454 0.0991
##
## test = reversed_log_swm_be_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.02465 0.01585 37028 -0.006406 0.0557
## Intervention 0.05096 0.01004 37028 0.031283 0.0706
##
## test = reversed_log_tmt_b_time_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.07922 0.01541 37028 0.049020 0.1094
## Intervention 0.08782 0.00965 37028 0.068904 0.1067
##
## test = wais_com_raw_z:
## group Time.trend SE df lower.CL upper.CL
## Control -0.01857 0.01529 37028 -0.048536 0.0114
## Intervention 0.01919 0.00964 37028 0.000305 0.0381
##
## test = wais_ds_raw_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.00484 0.01562 37028 -0.025771 0.0355
## Intervention 0.02614 0.01014 37028 0.006263 0.0460
##
## test = wais_lns_raw_z:
## group Time.trend SE df lower.CL upper.CL
## Control 0.01724 0.01545 37028 -0.013034 0.0475
## Intervention 0.02744 0.00993 37028 0.007970 0.0469
##
## test = reversed_log_wais_voc_raw_z:
## group Time.trend SE df lower.CL upper.CL
## Control -0.02242 0.01547 37028 -0.052735 0.0079
## Intervention 0.00512 0.00994 37028 -0.014370 0.0246
##
## Confidence level used: 0.95
##
## $contrasts
## test = reversed_log_bnt_raw_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.04309 0.0165 37028 -2.618 0.0088
##
## test = cowat_tot_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention 0.01210 0.0165 37028 0.731 0.4646
##
## test = lmi_unit_tot_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.01832 0.0162 37028 -1.133 0.2574
##
## test = lmii_unit_tot_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.03024 0.0162 37028 -1.863 0.0625
##
## test = pal_ftm_score_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.02337 0.0167 37028 -1.402 0.1610
##
## test = reversed_log_pal_te6_score_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.00986 0.0167 37028 -0.592 0.5542
##
## test = ravlt_arcl_raw_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.04078 0.0163 37028 -2.507 0.0122
##
## test = ravlt_t15_tot_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.05614 0.0162 37028 -3.457 0.0005
##
## test = rcft_rcl_raw_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.01411 0.0164 37028 -0.858 0.3908
##
## test = rvp_a_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.01813 0.0169 37028 -1.071 0.2841
##
## test = ssp_len_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention 0.04041 0.0169 37028 2.395 0.0166
##
## test = reversed_log_stroop_c_time_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.01533 0.0166 37028 -0.924 0.3553
##
## test = reversed_log_swm_be_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.02630 0.0170 37028 -1.547 0.1218
##
## test = reversed_log_tmt_b_time_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.00861 0.0166 37028 -0.520 0.6033
##
## test = wais_com_raw_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.03777 0.0164 37028 -2.299 0.0215
##
## test = wais_ds_raw_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.02129 0.0165 37028 -1.294 0.1956
##
## test = wais_lns_raw_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.01020 0.0164 37028 -0.623 0.5334
##
## test = reversed_log_wais_voc_raw_z:
## contrast estimate SE df t.ratio p.value
## Control - Intervention -0.02753 0.0164 37028 -1.678 0.0933
Estimated marginal mean trends for experimental groups, adjusted for prior cognitive reserve and age.
value | |||
---|---|---|---|
Predictors | Estimates | CI | p |
(Intercept) | -0.223 | -0.315 – -0.131 | <0.001 |
Prior Cognitive Reserve(z) |
0.147 | 0.105 – 0.190 | <0.001 |
Time | 0.063 | 0.045 – 0.080 | <0.001 |
scale(age_1) | -0.183 | -0.278 – -0.087 | <0.001 |
Educational intervention group: Intervention |
0.051 | -0.055 – 0.157 | 0.344 |
Time:scale(age_1) | -0.027 | -0.037 – -0.017 | <0.001 |
Time:groupIntervention | 0.007 | -0.013 – 0.026 | 0.498 |
scale(age_1):groupIntervention | -0.001 | -0.108 – 0.107 | 0.991 |
Time:scale(age_1):groupIntervention | 0.009 | -0.002 – 0.020 | 0.122 |
Random Effects | |||
σ2 | 0.73 | ||
τ00 Participant | 0.20 | ||
ICC | 0.21 | ||
N Participant | 485 | ||
Observations | 37291 | ||
Marginal R2 / Conditional R2 | 0.070 / 0.268 |
Three-way age x Time x group interaction, adjusted for prior cognitive reserve.
Term | Chi.sq | df | p.value |
---|---|---|---|
Time | 120.2 | 1 | <0.001 |
scale(Academic Load )
|
6.4 | 1 | 0.01 |
Time:scale(Academic Load )
|
3.3 | 1 | 0.07 |
value | ||
---|---|---|
Predictors | Estimates | CI |
(Intercept) | -0.103 | -0.149 – -0.058 |
Time | 0.029 | 0.024 – 0.034 |
scale(Academic Load) | 0.061 | 0.014 – 0.107 |
Time : scale(Academic Load) |
0.004 | -0.000 – 0.009 |
Random Effects | ||
σ2 | 0.73 | |
τ00 Participant | 0.24 | |
τ11 Participant.Time | 0.00 | |
ρ01 Participant | 0.54 | |
ICC | 0.26 | |
N Participant | 485 | |
Observations | 37291 | |
Marginal R2 / Conditional R2 | 0.009 / 0.271 |
Term | Chi.sq | df | p.value |
---|---|---|---|
Prior CR
|
46.7 | 1 | <0.001 |
scale(age_1) | 103.8 | 1 | <0.001 |
Time | 244.0 | 1 | <0.001 |
test | 4.9 | 17 | 1.00 |
scale(Academic Load )
|
1.5 | 1 | 0.23 |
Time:test | 329.4 | 17 | <0.001 |
Time:scale(Academic Load )
|
4.8 | 1 | 0.03 |
test:scale(Academic Load )
|
44.5 | 17 | <0.001 |
Time:test:scale(Academic Load )
|
9.2 | 17 | 0.93 |
Testing the association between academic load (in %FTE) and cognitive test-specific trajectories, adjusted for age and prior cognitive reserve.
Term | SS | num. df | denom. df | F | p.value |
---|---|---|---|---|---|
group | 4.9 | 1 | 515.0 | 6.6 | 0.01 |
Time | 53.1 | 1 | 37219.8 | 72.2 | <0.001 |
Prior CR
|
11.7 | 1 | 519.0 | 15.9 | <0.001 |
group:Time | 8.6 | 1 | 37219.8 | 11.7 | <0.001 |
group:Prior CR
|
0.1 | 1 | 519.0 | 0.1 | 0.77 |
Time:Prior CR
|
0.3 | 1 | 37262.5 | 0.4 | 0.53 |
group:Time:Prior CR
|
0.0 | 1 | 37262.5 | 0.0 | 0.90 |
Term | SS | num. df | denom. df | F | p.value |
---|---|---|---|---|---|
age_z | 47.9 | 1 | 541.6 | 65.3 | <0.001 |
Time | 163.3 | 1 | 1616.6 | 222.3 | <0.001 |
group | 0.7 | 1 | 519.1 | 0.9 | 0.34 |
Prior CR
|
19.3 | 1 | 524.6 | 26.3 | <0.001 |
age_z:Time | 58.0 | 1 | 37260.7 | 78.9 | <0.001 |
Time:group | 3.2 | 1 | 37239.3 | 4.4 | 0.04 |
Time:Prior CR
|
1.7 | 1 | 37278.9 | 2.3 | 0.13 |
group:Prior CR
|
0.1 | 1 | 524.3 | 0.2 | 0.66 |
Time:group:Prior CR
|
0.0 | 1 | 37279.8 | 0.1 | 0.82 |
value | value | |||
---|---|---|---|---|
Predictors | Estimates | CI | Estimates | CI |
(Intercept) | -0.222 | -0.324 – -0.121 | -0.217 | -0.310 – -0.125 |
Educational intervention group: Intervention |
0.149 | 0.035 – 0.263 | 0.051 | -0.055 – 0.158 |
Time | 0.014 | 0.005 – 0.024 | 0.059 | 0.047 – 0.071 |
Prior Cognitive Reserve(z) |
0.104 | 0.008 – 0.201 | 0.121 | 0.033 – 0.209 |
groupIntervention:Time | 0.019 | 0.008 – 0.030 | ||
groupIntervention:Prior CR | 0.017 | -0.094 – 0.128 | 0.023 | -0.078 – 0.123 |
Time:Prior CR | 0.002 | -0.007 – 0.012 | 0.004 | -0.006 – 0.013 |
groupIntervention:Time:Prior CR | -0.001 | -0.012 – 0.011 | ||
age z | -0.182 | -0.226 – -0.138 | ||
age_z:Time | -0.021 | -0.025 – -0.016 | ||
Time:groupIntervention | 0.012 | 0.001 – 0.023 | ||
Time:groupIntervention:Prior CR | 0.001 | -0.010 – 0.013 | ||
Random Effects | ||||
σ2 | 0.74 | 0.73 | ||
τ00 | 0.24 Participant | 0.20 Participant | ||
ICC | 0.25 | 0.21 | ||
N | 485 Participant | 485 Participant | ||
Observations | 37291 | 37291 | ||
Marginal R2 / Conditional R2 | 0.025 / 0.268 | 0.070 / 0.268 |
Testing the association between prior cognitive reserve and experimental group trajectories, with and without adjusting for the main effect of age and the interaction between age and Time.