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. Author manuscript; available in PMC: 2018 Dec 1.
Published in final edited form as: Forum Health Econ Policy. 2017 May 26;20(2):20160007. doi: 10.1515/fhep-2016-0007

Table 5.

Analysis of newly diagnosed and existing patients: Marginal effect for a $100 increase in copayment in initial coverage

All specialty cancer therapy drugs Specialty antineoplastics
Newly diagnosed patients a (N=93,737)

Specialty cancer drug use
 Ordinary least squares (OLS) −0.027(0.026) −0.022(0.017)
 IV estimates; 2-state least squares (2SLS) −0.046(0.042) −0.025(0.024)
Specialty cancer drug spending among users N=1,122 N=840
 OLS 272.48(604.55) 471.68(495.22)
 2SLS 302.79(897.11) 218.16(784.39)

Existing patients (N=203,930)

Specialty cancer drug use
 OLS −0.043(0.025)* −0.031(0.018)*
 2SLS −0.079(0.032)** −0.053(0.021)**
Specialty cancer drug spending among users N=3,131 N=2,721
 OLS −559.17(308.34)* −365.91(251.75)
 2SLS −439.06(498.33) −269.11(381.77)
a

Newly diagnosed patients were defined as those with no cancer claim in the prior year (a one-year wash-out period). Standard errors (clustered within a plan) are in parentheses;

*

p < 0.10,

**

p < 0.05,

***

p < 0.01