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Table 5 Associations between incremental costs and covariates – DES vs BMSa

From: Using meta-regression analyses in addition to conventional systematic review methods to examine the variation in cost-effectiveness results – a case study

 

Bivariate

 

∆ Costs (2012€)

Covariates

β

N

se

  

437

 

Population

   

 Age

 

190

 

  Age >75

315

1

901

  Age 65-75

−31

52

695

  Age < 65

ref

137

 

 Complex lesion (yes vs. no)

172*

134

85

 Complex vessel (yes vs. no)

−5

62

116

 Multi vessel disease (yes vs. no)

122

98

200

 Diabetes (yes vs. no)

−217*

150

78

 Post MI (yes vs. no)

−88

25

88

 Elective (yes vs. no)

346*

208

109

 High risk (yes vs. no)

−291

127

193

Intervention

   

 Type DES

 

437

 

  Sirolimus eluting stent

551

100

636

  Paclitaxel eluting stent

379

180

636

  Zotarolimus eluting stent

−324

3

1321

  Drug eluting stent in general

ref

154

 

Study characteristics

   

 Country

 

437

 

  United Kingdom

2147*

211

836

  United States

4425*

4

1050

  Canada

2922*

79

808

  Sweden

1745

39

1016

  Brazil

3444*

5

932

  Austria

1752

6

1035

  Finland

2051

1

1174

  Belgium

1698

82

879

  Italy

ref

10

 

 Study year

−190

437

137

 Horizon >1 year (yes vs. no)

−479

437

277

 Horizon (months) b

−32*

414

6

 Type of study (CUA vs. CEA)

−194*

507

86

 Model

 

437

 

  Markov model

613

230

611

  Discrete event simulation model

−435

6

1219

  Decision tree

ref

201

 

 Perspective

 

437

 

  Health care provider perspective

266

14

363

  Health care sector perspective

−1332

31

1151

  Non-public perspective

−1057

2

670

  Health care payer perspective

ref

390

 

 Funding

 

347

 

  No

1480*

31

634

  Yes

 

316

 

   Both Industry and No industry

1246

11

1041

   Industry

−621

56

663

   No industry

ref

249

 

Discounting (yes vs. no)c

1071

91

713

Input parameters

   

 Number of stents used during the procedure

708*

424

83

 Price difference between stents

1.264*

418

0.13

 Price of BMS stent

0.503*

320

0.354

 Price of DES stent

1.001*

312

0.152

 Costs of BMS procedure (incl. stents)

0.339*

278

0.092

 Costs of DES procedure (incl. stents)

0.412*

278

0.053

 Difference in procedure costs

0.799*

278

0.075

 Probability of restenosis BMS

−3072*

407

322

 Probability of restenosis DES

−1907*

323

899

 Relative risk reduction repeat revascularization

−1676*

341

250

 Disutility of undergoing a CABG

NA

NA

NA

 Disutility of undergoing a PCI

NA

NA

NA

 Disutility of experiencing a MI

NA

NA

NA

 Disutility for a patient with angina symptoms

NA

NA

NA

 Quality of life of a patient with angina symptoms

NA

NA

NA

 Quality of life of a patient after revascularization (recovered)

NA

NA

NA

 Quality of life of a patient suffering from restenosis

NA

NA

NA

Assumptions

   

 Difference in clopidogrel (medication) usage (yes vs. no)

181

279

216

 Wait time for revascularization included (yes vs. no)

−733

347

486

 Repeat revascularization is based on angiographic follow-up data (yes vs. no)

−593

372

492

 DES and BMS are not mixed up during a procedure

−542

437

741

 Repeat interventions that occur during time horizon are the result of restenosis

855

437

841

 There do not exist differences in mortality, thrombosis or MI between DES and BMS

−980

437

878

 The type of repeat revascularization is the same for the DES and BMS treatment groups

501

437

1187

 There does not exist a difference in survival between DES and BMS

−238

437

426

 There does not exist a difference in thrombosis between DES and BMS

−589

437

754

 There does not exist a difference in MI between DES and BMS

−595

437

665

Quality of studies (Philips et al. 2006) [7]

   

 Structure (%)

2154

437

1819

 Data (%)

1670

437

1318

 Consistency (%)

718

437

1463

 Total (%)

2761

437

1804

  1. a Corrected for study; bShrive et al. & Remak et al. [17, 20] not included (lifetime horizon); c only studies with a time horizon longer than 1 year included; * p value < 0.05
  2. CEA cost effectiveness analysis, CUA cost utility analysis, DES drug eluting stent, MI myocardial infarction, NA not applicable, BMS bare metal stent, CABG coronary artery bypass graft, DES drug eluting stent, MI myocardial infarction, NA not applicable, PCI percutaneous coronary intervention