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. Author manuscript; available in PMC: 2013 Dec 1.
Published in final edited form as: J Ment Health Policy Econ. 2012 Dec;15(4):171–178.

Table 2.

Three Methods for Comparing Outcomes across Antidepressant Treatment Groups

Panel A. Generalized Linear Model Regressions

[1] [2] [3]

Outcome Escitalopram -
Citalopram
Citalopram -
Sertraline
Escitalopram -
Sertraline

Difference P-value Difference P-value Difference P-value
Total Drug
Spendinga
104.18*** <0.01 −19.54* 0.057 86.33*** <0.01
Antidepressant
Spendinga
55.67*** <0.01 −3.10*** <0.01 53.17*** <0.01
6-Month MPRb −3.17*** <0.01 0.801 0.200 −2.26*** <0.01
1-year MPRb −5.62*** <0.01 0.467 0.613 −5.09*** <0.01
Total Non-Drug
Spendinga
150.02** 0.043 −0.947 0.990 148.23* 0.055

Two-Part Models

Difference Confidence
Interval
Difference Confidence
Interval
Difference Confidence
Interval

Psychiatric-
Related
Spendingc
75.94*** 21.24
To
138.22
11.69 −43.61
To
64.51
86.36*** 28.45
To
149.17
Depression-
Related
Spendingc
25.55 −12.62
To
64.22
10.15 −26.04
To
46.28
28.59 −12.79
To
70.78

Observations 3,052 2,893 2,853
Panel B. Propensity Score Matching

[1] [2] [3]

Ourcome Escitalopram -
Citalopram
Citalopram -
Sertraline
Escitalopram -
Sertraline

Difference P-value Difference P-value Difference P-value
Total Drug
Spending
98.41*** <0.01 −18.33 0.110 77.53*** <0.01
Antidepressant
Spending
54.81*** <0.01 −3.07*** <0.01 51.77*** <0.01
6-Month MPR −3.31*** <0.01 0.78 0.219 −2.27*** <0.01
1-year MPR −5.65*** <0.01 0.53 0.569 −5.06*** <0.01
Total Non-
Drug Spending
177.05** 0.038 1.41 0.984 120.57 0.165
Psychiatric-
Related
Spending
77.20** 0.017 5.20 0.849 68.79** 0.043
Depression-
Related
Spending
35.83 0.093 −1.95 0.920 17.22 0.4593

Observations 3,052 2,893 2,853
Panel C. Instrumental Variables

[1] [2] [3]

Outcome Escitalopram -
Citalopram
Citalopram -
Sertraline
Escitalopram -
Sertraline

Difference P-value Difference P-value Difference P-value
Total Drug
Spending
62.47 0.261 −136.71* 0.082 226.47** 0.040
Antidepressant
Spending
68.45*** <0.01 −8.50 0.171 57.24*** <0.01
6-Month MPR −9.26*** <0.01 3.97 0.382 −2.56 0.658
1-year MPR −12.81*** <0.01 2.43 0.717 −8.59 0.310
Total Non-
Drug Spending
−260.00 0.523 1898.78*** <0.01 462.50 0.522
Psychiatric-
Related
Spending
−308.77* 0.083 351.38 0.100 −39.03 0.887
Depression-
Related
Spending
−283.77** 0.026 314.78* 0.075 −164.58 0.426

First Stage F-
Statistic
56.50 27.44 18.15

Observations 3,052 2,893 2,853
a

indicates standard errors were obtained from seemingly unrelated equations including total drug spending, antidepressant spending, and total non-drug spending, and corrected for heteroskedasticity (“suest” command approach in Stata)

b

indicates heteroskedasticity robust standard errors were used

c

indicates that the marginal effects from a two-part model are presented with bootstrapped confidence intervals.

Note:

***

denotes p-value<0.01;

**

denotes p-value<0.05; and

*

denotes p-value<0.1.