Table 2.
Regression results for multilevel models estimated for each birth cohort
1992–3 |
1994 |
1995 |
1996 |
1997 |
|||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Coefficient | (s.e.) | p Value | Coefficient | (s.e.) | p Value | Coefficient | (s.e.) | p Value | Coefficient | (s.e.) | p Value | Coefficient | (s.e.) | p Value | |
(Intercept) | –55.978 | (1.302) | <0.001 | –55.614 | (1.730) | <0.001 | –55.035 | (1.532) | <0.001 | –52.441 | (1.492) | <0.001 | –53.907 | (1.331) | <0.001 |
Individual-level variables | |||||||||||||||
Male | –1.201 | (1.035) | 0.246 | 1.542 | (1.382) | 0.265 | 2.127 | (1.201) | 0.076 | 0.561 | (1.159) | 0.628 | –0.453 | (1.054) | 0.667 |
Comorbid mental retardation | 1.189 | (0.866) | 0.170 | –0.351 | (1.149) | 0.760 | 0.873 | (1.050) | 0.406 | –1.953 | (0.992) | 0.049 | 0.839 | (0.924) | 0.363 |
Race | |||||||||||||||
Asian | –2.177 | (1.594) | 0.172 | –4.544 | (1.908) | 0.017 | –4.169 | (1.739) | 0.017 | –3.573 | (1.614) | 0.027 | –3.302 | (1.512) | 0.029 |
Black | –2.319 | (1.431) | 0.105 | –0.652 | (2.063) | 0.752 | –3.419 | (1.858) | 0.066 | –3.888 | (1.872) | 0.038 | –2.645 | (1.583) | 0.095 |
Hispanic | –0.276 | (1.201) | 0.818 | –3.130 | (1.556) | 0.044 | –3.239 | (1.397) | 0.020 | –2.474 | (1.256) | 0.049 | –1.959 | (1.147) | 0.088 |
Other/missing | 1.247 | (3.006) | 0.678 | –7.285 | (4.042) | 0.072 | –7.899 | (3.897) | 0.043 | –3.616 | (3.364) | 0.282 | –2.389 | (2.831) | 0.399 |
Parental education | 2.152 | (0.537) | <0.001 | 1.982 | (0.661) | 0.003 | 1.041 | (0.636) | 0.102 | 1.780 | (0.557) | 0.001 | 1.706 | (0.518) | 0.001 |
Maternal age | 0.169 | (0.462) | 0.714 | 0.653 | (0.604) | 0.279 | –0.877 | (0.548) | 0.109 | <0.001 | (0.491) | >0.999 | 0.357 | (0.446) | 0.423 |
Immigrant mother | –3.730 | (1.112) | 0.001 | –0.888 | (1.389) | 0.522 | –2.356 | (1.238) | 0.057 | –2.494 | (1.139) | 0.029 | –0.242 | (1.025) | 0.814 |
First born | –1.008 | (0.861) | 0.242 | –2.342 | (1.100) | 0.033 | –3.456 | (0.984) | <0.001 | –2.876 | (0.901) | 0.001 | –0.998 | (0.845) | 0.237 |
Medi-Cal | –3.121 | (1.059) | 0.003 | –1.216 | (1.361) | 0.372 | –3.119 | (1.249) | 0.013 | –1.956 | (1.101) | 0.076 | –1.439 | (1.039) | 0.166 |
Communication | –7.887 | (0.538) | <0.001 | –7.246 | (0.688) | <0.001 | –7.371 | (0.597) | <0.001 | –7.512 | (0.545) | <0.001 | –5.460 | (0.496) | <0.001 |
Social function | 1.006 | (0.500) | 0.044 | 1.228 | (0.643) | 0.056 | 0.842 | (0.570) | 0.140 | 1.302 | (0.507) | 0.010 | 1.032 | (0.477) | 0.031 |
Repetitive behaviour | –1.197 | (1.186) | 0.313 | 0.603 | (1.575) | 0.702 | 2.019 | (1.440) | 0.161 | –2.044 | (1.362) | 0.133 | 2.972 | (1.319) | 0.024 |
Unacceptable social behaviour | 0.760 | (0.806) | 0.346 | –0.961 | (1.043) | 0.357 | 1.500 | (0.934) | 0.108 | 0.176 | (0.863) | 0.838 | 2.105 | (0.797) | 0.008 |
Community-level variables | |||||||||||||||
Child psychiatrist nearby | –0.893 | (0.872) | 0.306 | 0.516 | (1.203) | 0.668 | –0.034 | (1.081) | 0.975 | 0.229 | (0.984) | 0.816 | 1.335 | (0.866) | 0.123 |
% College | –1.483 | (0.615) | 0.016 | –1.639 | (0.882) | 0.063 | –0.728 | (0.732) | 0.320 | –0.266 | (0.672) | 0.692 | –1.104 | (0.584) | 0.059 |
Logged median property value | 1.297 | (0.662) | 0.050 | 1.991 | (0.916) | 0.030 | 2.187 | (0.776) | 0.005 | 1.069 | (0.692) | 0.123 | 1.507 | (0.607) | 0.013 |
% In poverty | 0.945 | (0.490) | 0.054 | 1.234 | (0.696) | 0.076 | 0.474 | (0.551) | 0.390 | 0.679 | (0.535) | 0.204 | 0.960 | (0.455) | 0.035 |
Lagged √autism rate | 0.878 | (0.336) | 0.009 | 0.077 | (0.569) | 0.893 | 1.368 | (0.497) | 0.006 | 0.986 | (0.484) | 0.042 | 1.045 | (0.445) | 0.019 |
Individuals | 2277 | 1363 | 1507 | 1697 | 1867 | ||||||||||
Clusters | 721 | – | 614 | 644 | 669 | 691 |
1998 |
1999 |
2000 |
2001 |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Coefficient | (s.e.) | p Value | Coefficient | (s.e.) | p Value | Coefficient | (s.e.) | p Value | Coefficient | (s.e.) | p Value | |
(Intercept) | –49.089 | (1.120) | <0.001 | –46.581 | (0.979) | <0.001 | –44.562 | (0.766) | <0.001 | –41.445 | (0.629) | <0.001 |
Individual-level variables | ||||||||||||
Male | –0.185 | (0.876) | 0.833 | –0.050 | (0.761) | 0.948 | –0.559 | (0.598) | 0.350 | –0.342 | (0.496) | 0.490 |
Comorbid mental retardation | –1.368 | (0.813) | 0.092 | –0.069 | (0.693) | 0.920 | –0.617 | (0.577) | 0.285 | –0.212 | (0.476) | 0.656 |
Race | ||||||||||||
Asian | –4.060 | (1.236) | 0.001 | –4.204 | (1.069) | <0.001 | –2.016 | (0.850) | 0.018 | –1.290 | (0.643) | 0.045 |
Black | –1.180 | (1.403) | 0.400 | –2.040 | (1.194) | 0.088 | –2.188 | (0.936) | 0.019 | –1.294 | (0.733) | 0.078 |
Hispanic | –2.247 | (0.987) | 0.023 | –2.244 | (0.846) | 0.008 | –0.618 | (0.669) | 0.356 | –1.362 | (0.516) | 0.008 |
Other/missing | –2.825 | (2.647) | 0.286 | –7.195 | (2.328) | 0.002 | –2.597 | (1.519) | 0.087 | 0.080 | (1.222) | 0.948 |
Parental education | 1.610 | (0.449) | <0.001 | 1.876 | (0.376) | <0.001 | 1.192 | (0.303) | <0.001 | 0.798 | (0.234) | 0.001 |
Maternal age | –0.090 | (0.388) | 0.818 | 0.488 | (0.335) | 0.146 | 0.454 | (0.260) | 0.080 | 0.178 | (0.215) | 0.407 |
Immigrant mother | –0.149 | (0.878) | 0.865 | 0.810 | (0.750) | 0.280 | –0.486 | (0.598) | 0.416 | –0.498 | (0.456) | 0.275 |
First born | –1.461 | (0.718) | 0.042 | 0.023 | (0.616) | 0.970 | 0.410 | (0.481) | 0.395 | –0.499 | (0.389) | 0.199 |
Medi-Cal | –1.134 | (0.892) | 0.204 | –1.935 | (0.772) | 0.012 | –0.933 | (0.622) | 0.134 | –1.304 | (0.474) | 0.006 |
Communication | –5.221 | (0.428) | <0.001 | –3.858 | (0.363) | <0.001 | –3.321 | (0.271) | <0.001 | –2.028 | (0.211) | <0.001 |
Social function | 1.217 | (0.409) | 0.003 | 0.993 | (0.343) | 0.004 | 1.281 | (0.258) | <0.001 | 0.498 | (0.200) | 0.013 |
Repetitive behaviour | 0.333 | (1.072) | 0.756 | –0.374 | (0.945) | 0.693 | 1.205 | (0.678) | 0.075 | 0.825 | (0.557) | 0.139 |
Unacceptable social behaviour | 0.835 | (0.687) | 0.224 | –0.808 | (0.588) | 0.169 | –0.333 | (0.463) | 0.472 | –0.436 | 0370) | 0.238 |
Community-level variables | ||||||||||||
Child psychiatrist nearby | –0.351 | (0.739) | 0.635 | –0.362 | (0.651) | 0.578 | 0.122 | (0.543) | 0.823 | 0.899 | (0.402) | 0.025 |
% College | –0.448 | (0.541) | 0.407 | –0.623 | (0.451) | 0.167 | –0.028 | (0.378) | 0.940 | 0.211 | (0.261) | 0.419 |
Logged median property value | 0.733 | (0.526) | 0.163 | 0.533 | (0.442) | 0.228 | 0.024 | (0.366) | 0.947 | –0.119 | (0.269) | 0.658 |
% In poverty | 0.383 | (0.330) | 0.246 | 0.389 | (0.288) | 0.177 | –0.139 | (0.257) | 0.588 | –0.426 | (0.236) | 0.071 |
Lagged √autism rate | 0.755 | (0.379) | 0.046 | 0.600 | (0.331) | 0.070 | 0.392 | (0.289) | 0.175 | –0.049 | (0.225) | 0.829 |
Individuals | 1987 | 2026 | 2131 | 1859 | ||||||||
Clusters | 725 | 763 | 735 | 746 |