Supply chains are indispensable to corporations that seek to serve suppliers and customers better, to boost organization performance, to strengthen competitiveness, and to achieve continuous success. Currently, corporations place great emphasis on both supply chains and on balanced scorecards (BSCs) to develop effective measures to evaluate firm performance. This study discusses the integration of supply chain and performance based on the BSC measures developed by Kaplan and Norton (Harv Bus Rev 71(5):134–147, 1993; Harv Bus Rev 74(1):75–85, 1996) and Brewer and Speh (J Bus Logist 21(1): 79–93, 2000). The research applies case studies and a conceptual framework, modifying propositions accordingly. The main objectives of this study are to discuss the construction and implementation of supply chains, to determine how to handle supply chain barriers and to evaluate supply chain integration performance using the idea of a BSC. Companies at different levels in the supply chain are better served by assigning different levels of importance to different types of integration. Case studies show that supply chain integration involves supplier, internal, and customer barriers. The results of these studies have suggested that integrated supply chains can be dominated by one controlling member, which can be located either upstream or downstream in the chain. A new finding in this study is that varying degrees of supply chain integration are obtained due to corporations’ different positions in an industry. The study provides some insights for firms in the process of implementing a supply chain management system.