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. Author manuscript; available in PMC: 2014 Jan 9.
Published in final edited form as: Health Econ. 2011 Aug 24;21(10):10.1002/hec.1780. doi: 10.1002/hec.1780

Table V.

Use of Medicare Services Beginning at Age 65 By Insurance Status Prior to Age 65: Sensitivity Analysis

HRS-Medicare Difference Relative to Privately Insured

Definition of "Uninsured" At age 63
or 64
Always, Tranferred from Private Insurance in 1992
to Uninsured, or Transferred from Uninsured in
1992 to Private Insurance
Left Plus Transitioned from Uninsured in
1992 to Public Insurance


Definition of "Privately Insured" At age 63
or 64
Always Privately Insured Left Plus Transitioned from Private in
1992 to Public Insurance


Column (1) (2) (3) (4) (5) (6) (7) (8)
McWilliams et al. (2009) inverse probability weighting No No No No Yes Yes No No
Adjusted for covariates in Table 2 Yes Yes Yes No No No No Yes
Adjustment includes stratum effects No No Yes Yes Yes Yes Yes Yes
Expenditures −88.50 [386.30] −443.15 [289.01] −334.37 [293.34] 579.19** [273.63] 601.91** [272.44] 1146.69*** [287.51] 1127.21*** [287.53] −42.16 [293.47]
Inpatient Stays 0.04* [0.02] −0.01 [0.02] −0.01 [0.01] 0.04*** [0.01] 0.04*** [0.01] 0.05*** [0.01] 0.05*** [0.01] 0.00 [0.01]
Physician Visits −1.07*** [0.34] −0.53*** [0.14] −0.56*** [0.13] −0.21* [0.13] −0.12 [0.13] 0.01 [0.12] −0.07 [0.12] −0.52*** [0.13]
Person years uninsured 2,398 4,918 4,918 4,918 4,918 5,749 5,749 5,749
Person years insured 14,589 15,527 15,527 15,527 15,527 15,527 15,527 15,527

Adjusted differences consist of marginal effects from a generalized linear model using a log link and, for expenditures, a gamma distribution and for visit/stay counts, a negative binomial. Standard errors are in brackets. Covariates from Table 2 include gender, marital status, race, education and income categories, health status, dummies for census division, and year effects.

Although not reported, analyses in the first column of this table include a separate category for those publicly insured at ages 63 or 64, and analyses in subsequent columns include a separate category for those publicly insured in 1992.