Screener
The response variable was binary where 1 indicated that the case was a screener respondent and 0 a nonrespondent. The explanatory variables were coded as follows:
The last two variables were continuous. Goodness-of-fit statistics indicated that the model provided a satisfactory fit to the data. For each categorical variable, the omitted category is the reference category.
Parameter | Estimate | Standard Error |
Wald Chi-Square |
Pr ChiSq |
---|---|---|---|---|
Intercept | 0.2521 | 0.0576 | 19.1674 | |
Urban/Rural: Rural | 0.1403 | 0.0263 | 28.5388 | |
State: AK | -0.1063 | 0.2683 | 0.157 | 0.6919 |
State: AL | 0.1612 | 0.1447 | 1.2407 | 0.2653 |
State: AR | 0.0158 | 0.1898 | 0.007 | 0.9335 |
State: AZ | -0.2545 | 0.127 | 4.0162 | 0.0451 |
State: CA | -0.4192 | 0.0543 | 59.5646 | |
State: CO | 0.0372 | 0.1167 | 0.1017 | 0.7498 |
State: CT | -0.3944 | 0.1347 | 8.5689 | 0.0034 |
State: DC | -0.4055 | 0.3085 | 1.7277 | 0.1887 |
State: DE | 0.1264 | 0.2995 | 0.178 | 0.6731 |
State: FL | -0.4194 | 0.0673 | 38.8215 | |
State: GA | -0.1675 | 0.1029 | 2.6508 | 0.1035 |
State: HI | 0.2703 | 0.2266 | 1.4234 | 0.2329 |
State: IA | 0.1383 | 0.1831 | 0.571 | 0.4498 |
State: ID | 0.3111 | 0.2556 | 1.4816 | 0.2235 |
State: IL | -0.1667 | 0.089 | 3.5091 | 0.061 |
State: IN | -0.1915 | 0.1326 | 2.0855 | 0.1487 |
State: KS | 0.3703 | 0.1959 | 3.573 | 0.0587 |
State: KY | 0.4057 | 0.1848 | 4.8194 | 0.0281 |
State: LA | 0.2733 | 0.1442 | 3.5909 | 0.0581 |
State: MA | -0.448 | 0.1016 | 19.4287 | |
State: MD | -0.2122 | 0.1156 | 3.3696 | 0.0664 |
State: ME | 0.2433 | 0.2518 | 0.9334 | 0.334 |
State: MI | -0.1657 | 0.0917 | 3.2627 | 0.0709 |
State: MN | 0.1008 | 0.1295 | 0.6055 | 0.4365 |
State: MO | -0.0647 | 0.1208 | 0.2869 | 0.5922 |
State: MS | -0.051 | 0.2124 | 0.0577 | 0.8102 |
State: MT | 0.7876 | 0.3415 | 5.3183 | 0.0211 |
State: NC | -0.0385 | 0.099 | 0.1511 | 0.6975 |
State: ND | 0.6702 | 0.3988 | 2.8246 | 0.0928 |
State: NE | 0.168 | 0.2315 | 0.5267 | 0.468 |
State: NH | -0.0096 | 0.2367 | 0.0016 | 0.9676 |
State: NJ | -0.4888 | 0.0944 | 26.809 | |
State: NM | -0.0825 | 0.2163 | 0.1453 | 0.7031 |
State: NV | -0.2405 | 0.1875 | 1.6461 | 0.1995 |
State: NY | -0.4063 | 0.0666 | 37.1862 | |
State: OH | -0.3362 | 0.0916 | 13.4838 | 0.0002 |
State: OK | -0.00489 | 0.1666 | 0.0009 | 0.9766 |
State: OR | 0.0638 | 0.1371 | 0.2162 | 0.6419 |
State: PA | -0.0758 | 0.0854 | 0.7872 | 0.375 |
State: RI | -0.6521 | 0.2906 | 5.0358 | 0.0248 |
State: SC | -0.0696 | 0.1544 | 0.203 | 0.6523 |
State: SD | 0.4934 | 0.4027 | 1.5013 | 0.2205 |
State: TN | 0.0642 | 0.12 | 0.2861 | 0.5927 |
State: TX | -0.1983 | 0.0648 | 9.3499 | 0.0022 |
State: UT | 0.3322 | 0.1785 | 3.4621 | 0.0628 |
State: VA | -0.1205 | 0.1124 | 1.1497 | 0.2836 |
State: VT | 0.2298 | 0.3051 | 0.5673 | 0.4513 |
State: WA | -0.1161 | 0.1057 | 1.2076 | 0.2718 |
State: WI | 0.254 | 0.1301 | 3.8122 | 0.0509 |
State: WV | 0.4386 | 0.2726 | 2.5896 | 0.1076 |
Status: Headquarters | 0.1571 | 0.0294 | 28.5593 | |
Total employees | 0.00061 | 0.000327 | 3.4797 | 0.0621 |
Credit score percentile | 0.0113 | 0.000579 | 383.1792 | |
Industry Type: Business Services & Nonclassified | -0.0597 | 0.0364 | 2.6902 | 0.101 |
Industry Type: Construction and Mining | -0.0942 | 0.0457 | 4.254 | 0.0392 |
Industry Type: Finance, Insurance & Real Estate | -0.1518 | 0.0631 | 5.7851 | 0.0162 |
Industry Type: Manufacturing | 0.2208 | 0.0523 | 17.8464 | |
Industry Type: Professional Services | 0.0289 | 0.0388 | 0.5564 | 0.4557 |
Industry Type: Retail Trade | 0.0246 | 0.0377 | 0.4248 | 0.5145 |
Industry Type: Transportation, Communications & Utilities | -0.1825 | 0.0703 | 6.7373 | 0.0094 |
Business Type: Corporation | 0.054 | 0.0297 | 3.3023 | 0.0692 |
Business Type: Proprietorship | -0.2339 | 0.0314 | 55.4315 |
Main
The response variable was binary where 1 indicated that the case was a main interview respondent and 0 a nonrespondent. The explanatory variables were the same as those used in the screener nonresponse logistic regression model except that business status (single-location versus headquarters) was replace by screener respondent type. Screener respondent type was coded as: 1=Owner, 2=Proxy. Goodness of fit statistics indicated that the model provided a satisfactory fit to the data. For each categorical variable, the omitted category is the reference category.
Parameter | Estimate | Standard Error |
Wald Chi-Square |
Pr ChiSq |
---|---|---|---|---|
Intercept | -0.1686 | 0.0707 | 5.6869 | 0.0171 |
Urban/Rural: Rural | 0.1071 | 0.0331 | 10.459 | 0.0012 |
State: AK | -0.1156 | 0.3406 | 0.1152 | 0.7343 |
State: AL | 0.1683 | 0.1844 | 0.833 | 0.3614 |
State: AR | -0.0639 | 0.2488 | 0.066 | 0.7973 |
State: AZ | -0.129 | 0.1775 | 0.5283 | 0.4673 |
State: CA | -0.123 | 0.0757 | 2.6393 | 0.1042 |
State: CO | 0.1723 | 0.1538 | 1.254 | 0.2628 |
State: CT | -0.3954 | 0.19 | 4.3336 | 0.0374 |
State: DC | -0.0821 | 0.4453 | 0.034 | 0.8537 |
State: DE | -0.4885 | 0.3832 | 1.6253 | 0.2023 |
State: FL | -0.2389 | 0.0977 | 5.9765 | 0.0145 |
State: GA | -0.1395 | 0.1434 | 0.9461 | 0.3307 |
State: HI | -0.2136 | 0.2596 | 0.6767 | 0.4107 |
State: IA | -0.0547 | 0.225 | 0.0591 | 0.8079 |
State: ID | 0.0172 | 0.2798 | 0.0038 | 0.9509 |
State: IL | -0.0452 | 0.1202 | 0.1411 | 0.7072 |
State: IN | 0.3105 | 0.1786 | 3.0242 | 0.082 |
State: KS | 0.3724 | 0.2333 | 2.5472 | 0.1105 |
State: KY | -0.0272 | 0.2088 | 0.017 | 0.8964 |
State: LA | -0.5962 | 0.1802 | 10.9466 | 0.0009 |
State: MA | 0.0594 | 0.1468 | 0.1637 | 0.6858 |
State: MD | 0.0981 | 0.1667 | 0.3462 | 0.5563 |
State: ME | 0.2749 | 0.2948 | 0.8696 | 0.3511 |
State: MI | 0.1027 | 0.1242 | 0.6838 | 0.4083 |
State: MN | 0.367 | 0.1618 | 5.1424 | 0.0233 |
State: MO | 0.2203 | 0.1597 | 1.9031 | 0.1677 |
State: MS | -0.5345 | 0.3021 | 3.1296 | 0.0769 |
State: MT | 0.2293 | 0.3492 | 0.431 | 0.5115 |
State: NC | 0.0226 | 0.13 | 0.0304 | 0.8616 |
State: ND | 0.5013 | 0.4517 | 1.2317 | 0.2671 |
State: NE | 0.0905 | 0.2851 | 0.1008 | 0.7509 |
State: NH | -0.1823 | 0.2951 | 0.3817 | 0.5367 |
State: NJ | -0.3559 | 0.1422 | 6.2652 | 0.0123 |
State: NM | -0.1466 | 0.2849 | 0.2647 | 0.6069 |
State: NV | 0.0978 | 0.2668 | 0.1344 | 0.7139 |
State: NY | -0.3489 | 0.0962 | 13.1489 | 0.0003 |
State: OH | -0.1874 | 0.1278 | 2.1496 | 0.1426 |
State: OK | 0.2398 | 0.2182 | 1.2074 | 0.2719 |
State: OR | -0.0298 | 0.1647 | 0.0328 | 0.8563 |
State: PA | -0.1199 | 0.1129 | 1.1278 | 0.2882 |
State: RI | -0.176 | 0.4329 | 0.1652 | 0.6844 |
State: SC | 0.0588 | 0.2128 | 0.0763 | 0.7823 |
State: SD | 0.0486 | 0.418 | 0.0135 | 0.9074 |
State: TN | 0.1006 | 0.1589 | 0.4009 | 0.5266 |
State: TX | -0.2993 | 0.0907 | 10.8945 | 0.001 |
State: UT | 0.5179 | 0.2304 | 5.0521 | 0.0246 |
State: VA | -0.1961 | 0.1553 | 1.5929 | 0.2069 |
State: VT | -0.0573 | 0.3391 | 0.0285 | 0.8659 |
State: WA | 0.112 | 0.1371 | 0.6671 | 0.4141 |
State: WI | 0.3281 | 0.1515 | 4.6898 | 0.0303 |
State: WV | 0.7425 | 0.3242 | 5.246 | 0.022 |
Total employees | -0.00125 | 0.000389 | 10.3147 | 0.0013 |
Credit score percentile | 0.00217 | 0.000794 | 7.4326 | 0.0064 |
Industry Type: Business Services & Nonclassified | 0.0665 | 0.0517 | 1.656 | 0.1981 |
Industry Type: Construction and Mining | -0.2481 | 0.0641 | 14.9735 | 0.0001 |
Industry Type: Finance, Insurance & Real Estate | 0.0195 | 0.0871 | 0.0503 | 0.8226 |
Industry Type: Manufacturing | 0.0908 | 0.0663 | 1.8731 | 0.1711 |
Industry Type: Professional Services | 0.1211 | 0.0536 | 5.0986 | 0.0239 |
Industry Type: Retail Trade | -0.0486 | 0.0514 | 0.8947 | 0.3442 |
Industry Type: Transportation, Communications & Utilities | -0.084 | 0.0984 | 0.7285 | 0.3934 |
Business Type: Corporation | 0.0187 | 0.04 | 0.219 | 0.6398 |
Business Type: Proprietorship | 0.1203 | 0.043 | 7.8342 | 0.0051 |
Respondent Type: Owner | 0.5166 | 0.0264 | 383.8382 |