Companies reported expenditures of $8.6 billion for the performance of R&D in collaboration with other for-profit companies; $53.0 million with universities and colleges, $39.0 million with nonprofit organizations other than universities and colleges; and $42.0 million for the performance of R&D in collaboration with federal laboratories.