Asosiy kontentga oʻtish
AkademIndex

Mahsulotlar

Ishlab chiquvchilar uchun

AkademBaseEkotizim uchun ochiq API
Maqola

The Power of Bias in Economics Research

John P. A. IoannidisStanford UniversityT. D. StanleyHendrix CollegeHristos DoucouliagosDeakin University
2017en
ABI

Annotatsiya

We investigate two critical dimensions of the credibility of empirical economics research: statistical power and bias. We survey 159 empirical economics literatures that draw upon 64,076 estimates of economic parameters reported in more than 6,700 empirical studies. Half of the research areas have nearly 90% of their results under‐powered. The median statistical power is 18%, or less. A simple weighted average of those reported results that are adequately powered (power ≥ 80%) reveals that nearly 80% of the reported effects in these empirical economics literatures are exaggerated; typically, by a factor of two and with one‐third inflated by a factor of four or more.

Hali tarjima qilinmagan

Identifikatorlar

Iqtiboslar va manbalar

5 ta iqtibos0 ta foydalanilgan manba