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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
APPENDIX C
Additional Cost Information
This appendix contains additional graphs that are relevant to the analysis of the potential cost effects associated with the National Formulary (see chapter 3 for discussion).
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.1 National formulary policy has no effect on market share distribution of antiemetics (open class).
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.2 Atypical antipsychotics—open class: Market share of pharmaceuticals within the class.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.3 Beta-blockers—open class: Market share of pharmaceuticals within the class. NOTE: Some drug products (timolol, pindolol, nadolol, bisoprol, betaxolol, and acebutolol) had negligible market share and were removed for clarity.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.4 Inhaled antiasthma agents—open class: Market share of pharmaceuticals within the class. NOTE: Some drug products (triamcinolone, salmeterol, pirbuterol, nedocromil, montelukast, fluticasone, mometasone, levalbuterol, isoetharine, flunisolide, and epinephrine) had negligible market share and were removed for clarity.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.5 Nonsedating antihistamines—open class: Market share of pharmaceuticals within the class.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.6 Nonsteroidal anti-inflammatory drugs—open class: Market share of pharmaceuticals within the class. NOTE: Some drug products (tolmetin, phenylbutazone, meclofen, ketoprofen, flurbiprofen, fenoprofen, diflunisal, sulindac, and nabumetone) had negligible market share and were removed for clarity.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.7 Oral diabetic—open class: Market share of pharmaceuticals within the class. NOTE: Some drug products (dextrose, diazoxide, tolbutamide, acarbose, troglitazone, rosiglitazone, repaglinide, miglitol, chlorpropamide, glucose, glucagon, acetohexamide, and glimepirode) had negligible market share and were removed for clarity.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.8 Selective serotonin-reuptake inhibitors—open class: Market share of pharmaceuticals within class.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.9 Average outpatient pharmacy spending per outpatient user by month on antiemetics
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.10 Average number of prescriptions per outpatient user by month for proton pump inhibitors.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.11 Average number of prescriptions per outpatient user by month for hydroxymethylglutaryl coenzyme A reductase inhibitors.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.12 Average number of prescriptions per outpatient user by month for histamine2 receptor blockers.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.13 Average number of prescriptions per outpatient user by month for calcium channel blockers (CCBs).
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.14 Average number of prescriptions per outpatient user by month for alpha blockers.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
FIGURE C.15 Average number of prescriptions per outpatient user by month for angiotensin converting enzyme inhibitors (ACEI).
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
TABLE C.1 Implementation Date of VHA National Contracts Across the VISNs
ACE inhibitors
HMG CoA Ris lovastatin/simvastatin
LHRHs goserelin
PPIs lansoprazole
lisinopril
fosinopril
H2R blockera famotidine
Alpha blockersb terazosin
National
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
7/1/1997–6/30/1998
VISN 1
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN2
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN3
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN4
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 5
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 6
06/22/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN7
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 8
07/02/1997
02/13/1997
03/06/1997
11/20/1997
02/12/1998
9/9/1996–9/8/1998
08/01/1997
VISN 9
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 10
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
08/09/1996
07/01/1997
VISN 11
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 12
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 13
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 14
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 15
10/28/1997
06/11/1996
06/11/1996
10/28/1997
06/11/1996
01/02/1997
07/17/1997
VISN 16
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 17
06/02/1997
01/01/1997
01/01/1997
10/01/1997
12/01/1998
08/09/1996
07/01/1997
VISN 18
06/02/1997
01/13/1997
02/06/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
07/01/1997
VISN 19
7/1/1997–9/1/1997
3/1/1997–7/1/1997
3/1/1997–4/1/1997
2/1/1997–12/1/1997
2/1/1997–12/1/1997
9/1/1996–12/1/1996
7/1/1997–10/1/1997
VISN 20
06/01/1997
12/01/1996
05/01/1997
10/20/1997
01/12/1998
8/9/1996–8/8/1998
7/1/1997–6/30/1998
VISN 21
06/02/1997
12/20/1996
01/24/1997
09/19/1997
09/19/1997
07/26/1996
08/15/1998
VISN 22
07/02/1997
02/13/1997
03/06/1997
11/20/1997
05/12/1998
9/9/1996–9/8/1998
08/01/1997
a H2R blockers were closed (8/9/1996) and reclassified as open (8/8/1998).
b Alpha-blockers were closed (7/1/1997) and reclassified as preferred (6/30/1998).
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
TABLE C.2 Regression Results on Natural Logarithm of Spending per Veteran Outpatient User
Variable
ACEI
Alpha
HMG
PPI
CCB
H2R
Closed
-0.185 (8.60)
-0.193 (9.10)
-0.085 (5.92)
-0.076 (5.45)
-0.529 (11.26)
Subsequent change in formulary status*
-0.089 (3.93)
-0.195 (4.91)
-0.0605 (7.73)
preferred
0.076 (1.83)
% Male
-0.007 (1.99)
0.013 (2.69)
0.017 (4.87)
0.041 (12.03)
0.010 (2.20)
0.005 (0.46)
%<45 years
0.0001 (0.06)
0.011 (3.33)
-0.002 (0.85)
0.003 (1.11)
0.004 (1.32)
0.022 (3.13)
% 45–65
0.019 (2.96)
-0.001 (0.14)
-0.005 (0.79)
-0.050 (7.99)
-0.020 (2.38)
0.011 (0.63)
Time
-0.019 (15.27)
-0.046 (24.45)
0.036 (29.43)
0.054 (43.48)
0.010 (6.06)
0.014 (3.15)
Time2
0.0002 (8.55)
-0.0004 (10.86)
-0.0002 (10.56)
-0.003 (21.11)
-0.0002 (8.57)
-0.0004 (5.74)
Constant
1.203 (3.01)
-1.819 (3.39)
-0.642 (1.66)
-1.941 (5.16)
1.362 (2.71)
-0.388 (0.35)
VISN fixed-effects included
R2
0.83
0.83
0.92
0.96
0.66
0.66
F
198.43
201.2
507.5
944.3
85.86
80.12
NOTE: ACEI = angiotensin converting enzyme inhibitor; alpha = alpha blocer; CCB = calcium channel blocker; HMG = hydroxymethylglutaryl coenzyme A reductase inhibitor; PPI = proton pump inhibitor; VISN = veteran integrated service network; t statistics in parentheses.
* For ACEIs, this variable represents the addition of a second closed drug, fosinopril, to the National Formulary. For alpha blockers, this variable represents the change in formulary status from closed to preferred. For H2R blockers, this variable represents the reopening of the class.
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DESCRIPTION AND ANALYSIS OF THE VA National Formulary
TABLE C.3 Regression Results on Natural Logarithm of Inpatient Discharge Rates *
Variable
ACEI-Related Discharges
PPI-Related Discharges
Closed
-0.014 (0.89)
-0.051 (1.54)
% Male
0001 (0.26)
0.009 (1.13)
%<45 years
-0.021 (7.76)
-0.125 (2.34)
% 45–65 years
0.011 (1.58)
0.006 (0.44)
Time
-0.081 (10.17)
-0.019 (6.15)
Time2
-0.00001 (0.85)
0.00004 (0.93)
Constant
-5.74 (13.53)
-6.602 (7.66)
VISN fixed-effects included
R2
0.81
0.64
F
183.54
79.00
NOTE: ACEI = angiotensin converting enzyme inhibitor; PPI = proton pump inhibitor, VISN = veteran integrated service network.
* The discharge rate is the number of discharges for the selected diagnoses divided by the number of veteran outpatient users. The unit of observation is a VISN-month.
Representative terms from entire chapter:
outpatient user