The role of data/code archives in the future of economic research

被引:31
作者
Anderson, Richard [1 ]
Greene, William [2 ]
McCullough, B. [3 ]
Vinod, H. [4 ]
机构
[1] Fed Reserve Bank St Louis, St Louis, MO 63102 USA
[2] NYU, New York, NY USA
[3] Drexel Univ, Philadelphia, PA 19104 USA
[4] Fordham Univ, New York, NY 10023 USA
关键词
replication; scientific method; data and program archives;
D O I
10.1080/13501780801915574
中图分类号
F [经济];
学科分类号
02 ;
摘要
This essay examines the role of data and program-code archives in making economic research 'replicable.' Replication of published results is recognized as an essential part of the scientific method. Yet, historically, both the 'demand for' and 'supply of' replicable results in economics has been minimal. 'Respect for the scientific method' is not sufficient to motivate either economists or editors of professional journals to ensure the replicability of published results. We enumerate the costs and benefits of mandatory data and code archives, and argue that the benefits far exceed the costs. Progress has been made since the gloomy assessment of Dewald, Thursby and Anderson some 20 years ago in the American Economic Review, but much remains to be done before empirical economics ceases to be a 'dismal science' when judged by the replicability of its published results.
引用
收藏
页码:99 / 119
页数:21
相关论文
共 82 条
[1]   A digital library for the dissemination and replication of quantitative social science research - The Virtual Data Center [J].
Altman, M ;
Andreev, L ;
Diggory, M ;
King, G ;
Sone, A ;
Verba, S ;
Kiskis, DL ;
Krot, M .
SOCIAL SCIENCE COMPUTER REVIEW, 2001, 19 (04) :458-470
[2]  
ALTMAN M, 2003, NUMERICAL ISSUES STA
[3]  
Anderson RG, 1994, FED RESERVE BANK ST, V76, P79
[4]  
ASHENFELTER O, 1986, AM ECON REV, V76, pR5
[5]   Computation and analysis of multiple structural change models [J].
Bai, J ;
Perron, P .
JOURNAL OF APPLIED ECONOMETRICS, 2003, 18 (01) :1-22
[6]  
BAILAR JC, 2003, OCT 16 17 2003 WORKS
[7]  
Bernanke BS, 2004, AM ECON REV, V94, P404
[8]   The data documentation initiative - The value and significance of a worldwide standard [J].
Blank, G ;
Rasmussen, KB .
SOCIAL SCIENCE COMPUTER REVIEW, 2004, 22 (03) :307-318
[9]   Learning to communicate in cheap-talk games [J].
Blume, A ;
Arnold, T .
GAMES AND ECONOMIC BEHAVIOR, 2004, 46 (02) :240-259
[10]  
Bornstein R.F., 1991, REPLICATION RES SOCI, P71