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. Author manuscript; available in PMC: 2018 Jul 16.
Published in final edited form as: Spat Demogr. 2015 May 14;1(2):202–218. doi: 10.1007/BF03354899

Table 2.

Sample Statistics by person, local area PCSA, and county for covariates in multilevel regression of mammography or endoscopy utilization

State California Connecticut Iowa Kentuck Louisiana New Jersey New Mexico Utah
Variable 5% File 100% File 5% File 100% File 5% File 100% File 5% File 100% File 5% File 100% File 5% File 100% File 5% File 100% File 5% File 100% File
Person level (N) – BC Screening
Ratio N (5% file)/N (100% file)
38,769 781,832 9,208 177,375 10,010 197,168 10,862 217,727 9,011 184,005 19,394 415,796 3,482 68,114 4,078 78,565
0.050 0.052 0.051 0.050 0.049 0.047 0.051 0.052
Prop. used mammography 2001–2003 0.555 0.580 0.572 0.593 0.577 0.593 0.522 0.55 0.531 0.551 0.476 0.502 0.526 0.545 0.572 0.578
age75–84 0.385 (0.487) 0.385 (0.487) 0.408 (0.492) 0.405 (0.491) 0.385 (0.487) 0.383 (0.486) 0.362 (0.481) 0.355 (0.478) 0.352 (0.478) 0.360 (0.480) 0.400 (0.490) 0.402 (0.490) 0.334 (0.472) 0.340 (0.474) 0.361 (0.480) 0.363 (0.481)
age 85+ 0.116 (0.321) 0.117 (0.321) 0.132 (0.338) 0.135 (0.341) 0.128 (0.335) 0.132 (0.338) 0.098 (0.297) 0.099 (0.299) 0.101 (0.302) 0.103 (0.303) 0.114 (0.318) 0.117 (0.322) 0.091 (0.288) 0.096 (0.295) 0.090 (0.286) 0.093 (0.291)
African American 0.047 (0.211) 0.046 (0.209) 0.044 (0.206) 0.044 (0.204) 0.009 (0.095) 0.008 (0.089) 0.051 (0.221) 0.047 (0.212) 0.219 (0.413) 0.216(0.412) 0.086 (0.281) 0.084 (0.278) 0.013 (0.114) 0.013(0.112) 0.004 (0.063) 0.003 (0.057)
Hispanic 0.051 (0.220) 0.049 (0.215) 0.007 (0.086) 0.008 (0.089) <11* 0.001 (0.031) <11* 0.000 (0.018) 0.003 (0.055) 0.003 (0.054) 0.018 (0.133) 0.017(0.128) 0.089 (0.285) 0.088 (0.284) 0.008 (0.091) 0.008 (0.087)
Asian 0.085 (0.279) 0.080 (0.272) 0.006 (0.074) 0.005 (0.071) <11* 0.001 (0.035) <11* 0.001 (0.035) 0.002 (0.046) 0.002 (0.045) 0.008 (0.087) 0.008 (0.088) <11* 0.002 (0.047) 0.006 (0.080) 0.007(0.081)
Native American 0.004 (0.063) 0.001 (0.034) <11* 0.000 (0.016) <11* 0.000 (0.017) <11* 0.000 (0.010) <11* 0.001 (0.024) 0.001 (0.024) 0.000 (0.016) 0.047 (0.212) 0.029 (0.168) 0.004 (0.063) 0.002 (0.045)
Other race/ethnicity 0.035 (0.183) 0.035 (0.184) 0.008 (0.089) 0.006 (0.078) 0.004 (0.060) 0.004 (0.062) 0.003 (0.057) 0.003 (0.057) 0.004 (0.059) 0.004 (0.066) 0.009 (0.092) 0.009 (0.092) 0.009 (0.094) 0.023 (0.149) 0.010 (0.099) 0.009 (0.094)
disability original reason for Medicare 0.003 (0.053) 0.059 (0.235) 0.005 (0.072) 0.044 (0.206) 0.005 (0.070) 0.039 (0.194) <11* 0.071 (0.256) 0.003 (0.053) 0.063 (0.242) 0.002 (0.046) 0.052 (0.222) 0.004 (0.066) 0.052 (0.223) 0.004 (0.064) 0.039 (0.193)
have state buy-in Part B coverage 27.888 (44.180) 27.282 (43.836) 10.957 (29.800) 10.740 (29.489) 8.063 (26.012) 8.265 (26.210) 17.223 (36.608) 16.860 (36.256) 22.207 (40.507) 21.427 (39.805) 11.270 (30.666) 11.068 (30.425) 17.689 (36.882) 17.831 (36.976) 5.328 (21.510) 5.363 (21.430)
moved to new home 0.080 (0.272) 0.087(0.281) 0.074 (0.262) 0.071 (0.258) 0.038 (0.192) 0.046 (0.209) 0.043 (0.204) 0.050 (0.217) 0.045 (0.208) 0.052 (0.222) 0.063 (0.243) 0.064 (0.245) 0.076 (0.265) 0.067 (0.249) 0.060 (0.237) 0.063 (0.243)
miles to closest provider 2.161 (3.963) 2.165 (3.964) 1.980 (2.573) 1.984 (2.607) 6.603 (7.237) 6.570 (7.224) 3.742 (5.028) 3.785 (5.019) 5.772 (7.591) 5.835 (7.535) 1.761 (2.728) 1.762 (2.741) 7.947 (13.280) 8.064 (13.356) 4.785 (9.172) 4.743 (8.963)
Person level (N) - CRC Screening 54,536 1,126,335 12,581 245,186 13,774 274,939 0.522 0.55 11,859 244,130 26,055 567,836 5,070 100,328 5,699 113,066
Ratio N (5% file)/N (100% file) 0.048 0.051 0.050 0.049 0.049 0.046 0.051 0.050
Prop. used endoscopy 2001–2005 0.375 0.382 0.425 0.427 0.402 0.395 0.380 0.380 0.365 0.376 0.382 0.396 0.339 0.342 0.405 0.418
female 0.600 0.591 0.630 0.617 0.619 0.611 0.631 0.612 0.644 0.617 0.633 0.621 0.574 0.570 0.589 0.578
age75–84 0.365 (0.481) 0.365 (0.481) 0.386 (0.487) 0.385 (0.487) 0.365 (0.481) 0.362 (0.481) 0.325 (0.469) 0.322 (0.467) 0.319 (0.466) 0.328 (0.469) 0.374 (0.484) 0.378 (0.485) 0.302 (0.459) 0.312 (0.463) 0.344 (0.475) 0.341 (0.474)
age 85+ 0.072 (0.258) 0.073 (0.260) 0.080 (0.271) 0.081 (0.274) 0.078 (0.269) 0.081 (0.273) 0.060 (0.237) 0.058 (0.234) 0.061 (0.239) 0.060 (0.237) 0.072 (0.258) 0.073 (0.259) 0.057 (0.233) 0.057 (0.232) 0.063 (0.242) 0.058 (0.233)
African American 0.043 (0.202) 0.041 (0.199) 0.041 (0.198) 0.042 (0.200) 0.009 (0.094) 0.007 (0.085) 0.047 (0.212) 0.044 (0.204) 0.206 (0.404) 0.194 (0.396) 0.080 (0.272) 0.079 (0.270) 0.012 (0.110) 0.012(0.110) 0.004 (0.059) 0.003 (0.056)
Hispanic 0.056 (0.231) 0.052 (0.223) 0.007 (0.085) 0.008 (0.089) 0.001 (0.030) 0.001 (0.034) 0.000 (0.018) 0.000 (0.020) 0.003 (0.054) 0.002 (0.050) 0.018 (0.134) 0.016 (0.127) 0.095 (0.293) 0.095 (0.293) 0.010 (0.098) 0.008 (0.088)
Asian 0.087 (0.282) 0.083 (0.275) 0.006 (0.075) 0.005 (0.072) 0.002 (0.040) 0.001 (0.035) 0.001 (0.032) 0.001 (0.034) 0.002 (0.046) 0.002 (0.044) 0.009 (0.092) 0.008 (0.091) <11* 0.002 (0.044) 0.006 (0.076) 0.007(0.081)
Native American 0.004 (0.061) 0.001 (0.034) <11* 0.000 (0.015) 0.001 (0.024) 0.000 (0.016) 0.000 (0.014) 0.000 (0.010) 0.001 (0.033) 0.001 (0.025) 0.000 (0.021) 0.000 (0.016) 0.052 (0.221) 0.031 (0.173) 0.004 (0.065) 0.002 (0.046)
Other race/ethnicity 0.036 (0.187) 0.037 (0.189) 0.008 (0.087) 0.006 (0.080) 0.003 (0.059) 0.003 (0.059) 0.003 (0.058) 0.003 (0.052) 0.004 (0.062) 0.004 (0.063) 0.010 (0.099) 0.009 (0.096) 0.010 (0.102) 0.022 (0.147) 0.010 (0.099) 0.009 (0.094)
disability original reason for Medicare 0.003 (0.055) 0.064 (0.244) 0.005 (0.068) 0.050 (0.218) 0.005 (0.072) 0.048 (0.214) 0.002 (0.040) 0.096 (0.295) 0.003 (0.056) 0.084 (0.277) 0.002 (0.041) 0.057 (0.233) 0.004 (0.063) 0.075 (0.263) 0.005 (0.067) 0.047 (0.211)
have state buy-in Part B coverage 25.428 24.717 8.455 (26.212) 8.141 (25.738) 5.936 (21.930) 6.155 (22.255) 13.757 (32.863) 13.400 (32.448) 18.153 (37.069) 16.691 (35.668) 8.832 (27.154) 8.539 (26.738) 14.499 (33.656) 14.950 (34.011) 4.330 (19.060) 3.927 (18.078)
moved to new home 0.145 (0.352) 0.156 (0.363) 0.105 (0.306) 0.121 (0.326) 0.072 (0.259) 0.082 (0.275) 0.075 (0.263) 0.087 (0.282) 0.086 (0.280) 0.113(0.317) 0.109(0.311) 0.113 (0.317) 0.112 (0.315) 0.106 (0.308) 0.102 (0.303) 0.112 (0.316)
miles to closest provider 1.378 (3.548) 2.185 (4.046) 1.032 (2.009) 1.914 (2.241) 3.661 (5.358) 5.648 (6.382) 2.803 (4.572) 4.339 (5.146) 3.270 (5.864) 4.389 (5.926) 0.776 (1.654) 1.377(1.952) 5.245 (10.311) 7.271 (11.327) 2.040 (5.711) 3.834 (6.303)
PCSA level (N) 337 338 71 71 225 225 144 145 112 112 139 139 61 61 52 54
isolation index - African American 4.925 (7.792) 4.910 (7.785) 6.794 (10.420) 6.794 (10.420) 1.099 (3.605) 1.099 (3.605) 5.872 (9.405) 5.841 (9.380) 35.646 (17.050) 35.646 (17.050) 12.629 (15.832) 12.629 (15.832) 1.444 (1.788) 1.444 (1.788) 0.620 (1.376) 0.608 (1.352)
isolation index - Hispanic 31.153(23.614) 31.080 (23.617) 7.681 (10.848) 7.681 (10.848) 2.380 (3.753) 2.380 (3.753) 1.470 (1.380) 1.468 (1.375) 1.938 (1.676) 1.938 (1.676) 12.147 (14.541) 12.147(14.541) 50.501 (21.295) 50.501 (21.295) 9.292 (9.350) 9.237 (9.205)
isolation index-Asian 6.666 (8.483) 6.649 (8.476) 2.339 (1.512) 2.339 (1.512) 0.677 (0.920) 0.677 (0.920) 0.610 (0.986) 0.608 (0.983) 1.087 (3.093) 1.087 (3.093) 5.302 (5.532) 5.302 (5.532) 0.652 (0.841) 0.652 (0.841) 0.991 (1.133) 0.964 (1.120)
isolation index - Native American 2.257 (5.730) 2.260 (5.722) 0.407 (0.565) 0.407 (0.565) 0.385 (1.073) 0.385 (1.073) 0.390 (0.537) 0.393 (0.535) 1.144(2.791) 1.144 (2.791) 0.226 (0.234) 0.226 (0.234) 13.889 (27.187) 13.889 (27.187) 5.894 (17.633) 5.706 (17.324)
% workers who commute 60+ minutes 10.223 (5.957) 10.207 (5.955) 8.635 (5.996) 8.635 (5.996) 4.869 (2.584) 4.869 (2.584) 9.334 (4.691) 9.382 (4.710) 10.297 (4.436) 10.297 (4.436) 12.977 (5.343) 12.977 (5.343) 9.317 (6.804) 9.317 (6.804) 7.176 (4.150) 7.156 (4.072)
% elderly with no/poor English 28.619 (16.794) 28.671(16.796) 15.077 (9.753) 15.077 (9.753) 7.912 (13.637) 7.912 (13.637) 8.777 (14.937) 8.782 (14.885) 8.398 (10.431) 8.398 (10.431) 24.459 (13.660) 24.459 (13.660) 24.657 (18.552) 24.657 (18.552) 20.343 (22.459) 20.275 (22.039)
proportion county in rural tracts 27.836(34.204) 27.892 (34.169) 24.396 (29.946) 24.396 (29.946) 73.918 (31.226) 73.918 (31.226) 72.384 (29.104) 72.574 (29.093) 54.449 (30.887) 54.449 (30.887) 12.445 (22.899) 12.445 (22.899) 61.932 (35.917) 61.932 (35.917) 49.856 (38.906) 50.094(39.117)
County level (N) 58 58 8 8 99 99 120 120 64 64 21 21 33 33 28 29
% Medicare managed care in 1998 23.743(16.927) 23.743 (16.927) 14.059 (4.158) 14.059 (4.158) 1.760 (4.351) 1.760 (4.351) 2.136 (4.330) 2.136(4.330) 11.961 (11.472) 11.961 (11.472) 14.000 (5.759) 14.000 (5.759) 7.723 (12.256) 7.723 (12.256) 5.431 (5.834) 5.339 (5.750)
% poverty rate 13.247 (4.764) 13.247 (4.764) 6.425 (1.578) 6.425 (1.578) 8.757 (1.990) 8.757 (1.990) 17.526 (6.569) 17.526 (6.569) 20.127 (5.754) 20.127 (5.754) 7.600 (3.387) 7.600 (3.387) 21.091 (5.954) 21.091 (5.954) 11.650 (4.069) 11.576 (4.016)
mammography facilities per thousand elderly 0.896 (0.508) 0.896 (0.508) 0.919 (0.255) 0.919 (0.255) 1.114 (1.207) 1.114 (1.207) 1.138 (1.409) 1.138 (1.409) 0.545 (0.692) 0.545 (0.692) 0.944 (0.384) 0.944 (0.384) 0.617 (0.758) 0.617 (0.758) 1.129 (1.606) 1.090 (1.591)
oncologists per thousand elderly 0.077 (0.069) 0.077 (0.069) 0.098 (0.086) 0.098 (0.086) 0.029 (0.092) 0.029 (0.092) 0.027 (0.087) 0.027 (0.087) 0.029 (0.068) 0.029 (0.068) 0.085 (0.067) 0.085 (0.067) 0.019 (0.051) 0.019 (0.051) 0.020 (0.053) 0.020 (0.052)
*

< 11: Data suppressed due to confidentiality agreements, because fewer than 11 individuals are in this category.