— Joanna Glasner is a contributor to PE Hub, a Thomson Reuters publication. This article originally appeared here. –

In the wake of Solyndra’s revelation of an impending bankruptcy filing, the latest report from The Startup Genome Project makes for a timely read.

The report, published this week, crunches data from a set of more than 3,200 companies, seeking to identify the qualities that make startups most likely to either succeed or fail.

Researchers found that certain factors – such age and gender of founders, location, and previous entrepreneurial experience – have little bearing on a startup’s likelihood of failure. The most consistent predictor of failure, rather, was a startup’s propensity to engage in premature scaling.

What is premature scaling? The authors define it as “focusing on one dimension of the business and advancing it out of sync with the rest of the operation.”