The study looked at why companies choose different ways to work together in research and development. They found that when a company doesn't have enough resources for R&D, they are more likely to team up with others. The cost of working together also plays a role in how companies decide on their collaboration method. Ultimately, the way companies organize their R&D is a balance between sharing resources and managing costs.