Table 4.
Variables | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 | Model 11 | Model 12 | |||||||||
|
OMa–LOSb–levels of EHRc adoption with 1-year lag (Prob>F=0.0047) | OM–LOS–levels of EHR adoption with 2-year lag (Prob>F=0.0271) | OM–RRd–levels of EHR adoption with 1-year lag (Prob>F=0.0010) | OM–RR–levels of EHR adoption with 2-year lag (Prob>F=0.0202) | TMe–LOS–levels of EHR adoption with 1-year lag (Prob>F=0.6885) | TM–LOS–levels of EHR adoption with 2-year lag (Prob>F=0.6738) | TM–RR–levels of EHR adoption with 1-year lag (Prob>F=0.6492) | TM–RR– levels of EHR adoption with 2-year lag (Prob>F=0.5143) | |||||||||
Levels of EHR adoption | 0.022 | 0.004 | 1.681 | 2.229 | 1.564 | –1.547 | –164.0 | 268.8 | |||||||||
Average LOS | 0.000 | –9.46e–06 | N/Af | N/A | 0.001 | –0.012 | N/A | N/A | |||||||||
RR | N/A | N/A | 0.818 | 2.192 | N/A | N/A | –186.4 | 169.8 | |||||||||
Levels of EHR adoption and average LOS | –0.000 | –4.26e–06 | N/A | N/A | –0.002 | 0.013 | N/A | N/A | |||||||||
Levels of EHR adoption and RR | N/A | N/A | –1.663 | –2.232 | N/A | N/A | 166.2 | –271.7 | |||||||||
Market competition (HHIg) | 0.219h | –0.068 | 0.223h | –0.068 | 3.610 | –3.275 | 3.749 | –3.103 | |||||||||
Medicare percentage | 0.063i | 0.024 | 0.068h | 0.030 | –2.419 | 0.523 | –2.416 | 0.783 | |||||||||
Medicaid percentage | 0.018 | 0.891h | 0.018 | 0.092h | 1.742 | –2.822 | 1.741 | –2.838 | |||||||||
Years | |||||||||||||||||
|
2014 | Reference | Reference | Reference | Reference | Reference | Reference | Reference | Reference | ||||||||
|
2015 | 0.014h | –0.006 | 0.014h | –0.006 | –1.057 | –0.714 | –1.178 | –0.910 | ||||||||
|
2016 | 0.011h | –0.008i | 0.009 | –0.008i | 0.141 | 0.482 | 0.048 | 0.323 | ||||||||
|
2017 | 0.010h | –0.018j | 0.009i | –0.018h | 0.008 | 0.508 | –0.126 | 0.229 |
aOM: operating margin.
bLOS: length of stay.
cEHR: electronic health record.
dRR: readmission rate.
eTM: total margin.
fN/A: not applicable.
gHHI: Herfindahl-Hirschman Index.
hP<.05.
iP<.10.
jP<.001.