Volkswagen lost more than $1 billion in its North American operations in both 2004 and 2005. In which step of the marketing research process would Volkswagen engineers have realized the issue was that they were not designing cars for North Americans who use their cars like a second office: Select one: O A. Data collection O B. Research design O C. None of these are correct. O D. Problem formulation O E. Data analysis