The study of risk warning and controlling of R&D outsourcing: based on BP neural network
by Zhengzhu Zhou; Hongjian Qu; Bill Joyce
International Journal of Strategic Change Management (IJSCM), Vol. 4, No. 3/4, 2012

Abstract: Research and development (R&D) outsourcing is discussed within the context of risk management theory. Three aspects of R&D outsourcing risk are identified and examined: customers, facilitators, and the trading process. A risk-warning model is presented which provides strategic change management for minimising and managing R&D outsourcing risks. This model is based on the British Petroleum (BP) neural network. Both the firm outsourcing, R&D development and the firm providing the service can benefit from the application of the risk-warning model. The study advances not only the control of outsourcing R&D risk, but it also improves the final product R&D outsourcing.

Online publication date: Wed, 31-Dec-2014

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