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. 2019 Dec;109(12):1694–1701. doi: 10.2105/AJPH.2019.305330

TABLE 2—

Utilization of Physician Services Before and After the July 1, 1966, Implementation of Medicare/Medicaid by Age and Income Groups: United States

Unadjusted Results
Adjusted Results
No. Before After Difference P DiD Estimate (95% CI) P
Doctor visits/100 persons
By age, y
 < 65 485 292 406.5 407.7 1.1 .79 0 (Ref)
 ≥ 65 48 982 624.9 590.8 −34.1 .09 −26.8 (−67.6, 14.0) .2
By income
 Bottom tertile 174 636 358.0 380.2 22.3 .002 52.1 (28.6, 75.5) < .001
 Middle tertile 171 822 433.0 428.0 −5.0 .55 15.0 (−10.1, 40.1) .24
 Top tertile 160 157 501.5 478.0 −23.5 .01 0 (Ref)
By income, among the elderly
 Bottom tertile 24 500 561.9 585.3 23.4 .34 105.1 (−10.0, 220.1) .07
 Middle tertile 11 545 671.4 598.4 −73.1 .07 11.7 (−125.2, 148.6) .87
 Top tertile 9119 717.4 639.4 −78.0 .15 0 (Ref)
By combined target status: age ≥ 65 y or bottom income tertile
 Not target 311 315 449.8 441.5 −8.3 .18 0 (Ref)
 Target 199 118 399.3 407.5 8.2 .28 26.9 (6.4, 47.4) .011
Surgical procedures/100 persons
By age, y
 < 65 738 208 7.05 6.65 −0.40 < .001 0 (Ref)
 ≥ 65 74 120 6.50 7.45 0.95 .002 0.90 (0.31, 1.49) .003
By income
 Bottom tertile 270 464 6.73 6.72 −0.01 .95 0.36 (−0.09, 0.81) .12
 Middle tertile 255 453 7.50 7.09 −0.41 .008 −0.13 (−0.59, 0.33) .58
 Top tertile 246 028 6.92 6.58 −0.34 .046 0 (Ref)
By income, among the elderly
 Bottom tertile 36 833 5.70 6.68 0.98 .005 −0.41 (−1.81, 0.99) .57
 Middle tertile 17 368 7.27 7.55 0.28 .64 −1.07 (−2.79, 0.65) .22
 Top tertile 14 327 7.68 9.11 1.43 .032 0 (Ref)
By combined target status: age ≥ 65 y or bottom income tertile
 Not target 469 786 7.20 6.74 −0.46 < .001 0 (Ref)
 Target 307 751 6.79 6.91 0.11 .45 0.51 (0.16, 0.85) .005

Note. CI = confidence interval; DiD = difference-in-difference. Adjusted models included variables for age, sex, family size, region, race, marital status, education, employment, income category, and a pre–post 1966 expansion dummy (Appendix, note 5). Adjusted DiD models “by age” also included an age-65-years-and-older dummy variable and an interaction term between this variable and the pre–post expansion dummy variable; these models excluded the continuous age variable. Adjusted DiD models “by income” also included the income tertile variable and an interaction term between this variable and the pre–post 1966 expansion dummy variable; these models excluded the categorical income covariate (see Appendix, notes 5 and 6, for details on models and treatment of covariates). A total of 345 individuals with weight = 0 were excluded from all analyses.

Source. Authors’ analysis of the National Health Interview Survey for various years. For office visits, the “before” year was 1963–1964 and “after” years were 1966–1967, 1967–1968, and 1969. For surgical procedures, “before” years were 1963–1964, 1964–1965, and 1965–1966, and “after” years were 1966–1967, 1967–1968, and 1969.