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. Author manuscript; available in PMC: 2018 Feb 1.
Published in final edited form as: Health Aff (Millwood). 2017 Feb 1;36(2):346–354. doi: 10.1377/hlthaff.2016.0840

APPENDIX EXHIBIT A2.

Trend Breaks in Measures of Consolidation and Prices, Pre- to Post-Period

(1) (2) (3) (4) (5) (6)
VARIABLES Physician-Hospital Integration Physician HHI Weighted Average TIN Size Hospital HHI Inpatient Price Index Outpatient Price Index
Year 0.011*** 9.596 2.513** 51.860*** 0.049*** 0.023***
(0.001) (6.343) (1.236) (12.018) (0.002) (0.001)
Year*Post 0.002** 5.418 1.559* 1.428 −0.006*** 0.000
(0.001) (3.828) (0.935) (6.539) (0.001) (0.001)
Observations 1,734 1,734 1,734 1,734 1,356 1,356
R-squared 0.948 0.976 0.941 0.981 0.927 0.976
MSA FE Yes Yes Yes Yes Yes Yes
F Statistic 56.62 6.377 11.31 17.88 508.2 292.2

Robust standard errors in parentheses

***

p<0.01,

**

p<0.05,

*

p<0.1

SOURCE Authors’ analysis of data from the Centers for Medicare and Medicaid and Irving Levin Associates.

NOTES All columns present results from separate between-market analyses, clustering standard errors at the MSA level. Physician’s average group size is calculated as the average count of physician billing for outpatient care within a TIN, weighting each TIN by its share of total physicians in the MSA. MSA is Metropolitan Statistical Area. TIN is Tax Identification Number. HHI is Herfindahl Hirschman Index.