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. Author manuscript; available in PMC: 2018 Jul 1.
Published in final edited form as: J Health Econ. 2017 Mar 22;54:25–39. doi: 10.1016/j.jhealeco.2017.03.005

Table A3.

First Stage Estimates by 90D Spending Measure

(1) (2) (3) (4) (5) (6) (7) (8)
First Stage
90D-IP 90D-SNF 90D-HH 90D-OTH 90D-IP 90D-SNF 90D-HH 90D-OTH
Amb:90D Inpatient 0.251
(0.0052)
0.264
(0.0055)
−0.038
(0.0046)
0.005
(0.0062)
0.027
(0.0039)
Amb:90D SNF 0.143
(0.0042)
−0.028
(0.0028)
0.150
(0.0043)
−0.002
(0.0027)
−0.020
(0.0029)
Amb:90D Home Health 0.164
(0.0049)
−0.014
(0.0043)
−0.002
(0.0032)
0.161
(0.0052)
0.016
(0.0030)
Amb:90D Other 0.141
(0.0042)
−0.022
(0.0043)
−0.020
(0.0029)
0.025
(0.0027)
0.139
(0.0044)

Spending Mean 15,876 5,164 1,773 2,700
Spending SD 3,113 1,114 581 446

Notes: N=1,575,273. Outcome Mean=0.426. IP=inpatient; HH=home health; SNF=skilled nursing facility; OTH=other spending. Other category includes non-inpatient physician spending, outpatient facility spending, rehab and long-term care hospital spending, durable medical equipment spending, and hospice spending. All spending measures are trimmed of outliers and then risk-standardized by age, race and gender. Risk-standardized spending measures have been demeaned and scaled by 2 standard deviations. Thus, coefficients reflect a difference of ±1 standard deviations from the mean (i.e., “low” vs. “high” spending). Models include all patient and ambulance controls listed in Table 1, ZIP code × patient origin fixed effects, year fixed effects, and primary diagnosis fixed effects (see Table A1 for a full list of categories). Standard errors, clustered at the Health Service Area (HSA) level, are reported in parentheses.

Source: 2002–2012 Medicare Part A and B Data