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This paper analyzes case studies in the context of industrial business networks, and in particular from the IMP (Industrial Marketing and Purchasing Group) perspective. Two features have been prominent in this research tradition: collaboration in international research teams and interest in business between international customers and their suppliers. Still, researchers seldom discuss the challenges with the international aspects of the research team (as the subject of study) or of the business relations (as the object of study). This paper shows the complications of analyzing international business relations, namely, relations that cross national boundaries, and investigates how an international research team can tackle the challenges of international business network studies. The key contributions are, firstly, to indicate the lack of attention on the methodological requirements and opportunities that the international features create for the analysis of business networks and, secondly, to investigate how collaboration in an international research team may advance the analysis of both international industrial marketing relations and broader business networks.