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A neural network analysis of the influence of strategic and relational motivation on acquisition of inter-organisational network ties in the Ghanaian automobile cluster

机译:战略和关系动机对加纳汽车集群中组织间网络联系获得的影响的神经网络分析

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The acquisition of inter-organisational network ties remains a functional pre-requisite in the survival of a business venture. We sought in this study, to explore the extent to which strategy-driven motivational factors and relational motivational factors significantly influence acquisition of inter-organisational network ties. Our data was procured from a sample of 150 managers and owners of small scale automobile firms recruited from an automobile cluster in Ghana. We adapted but modified a feed-forward neural network model where data propagate along the connections in the direction from the network inputs to the network outputs from the extant literature. Our results showed a complementary relationship between the effects of interactions that precede the development of cooperation among organisations and strategic forces which involve the deployment of a firm's core competencies. We proposed the need for automobile SMEs in Ghana to harness potential sources of competitive strength such as previous experience of working together with others.
机译:组织间网络联系的获得仍然是企业生存的功能先决条件。我们在本研究中寻求探索策略驱动的动机因素和关系动机因素在多大程度上影响组织间网络联系的获得。我们的数据来自从加纳的汽车集群中招募的150名小型汽车公司的经理和所有者的样本。我们改编但修改了前馈神经网络模型,其中数据沿连接从现有文献的网络输入到网络输出的方向传播。我们的结果表明,在组织之间的合作发展之前的互动效果与涉及公司核心能力部署的战略力量之间存在互补关系。我们建议加纳的汽车中小企业需要利用潜在的竞争优势资源,例如以前与他人合作的经验。

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