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The role of crowdsourcing in product design: The moderating effect of user expertise and network connectivity

机译:众包在产品设计中的作用:用户专业知识和网络连接的调节效果

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摘要

To meet the challenges of customization and personalized design in the context of the digital economy, increasing numbers of small and medium-sized enterprises (SMEs) are using crowdsourcing platforms to seek product design innovation. While crowdsourcing has significant potential for eliciting product ideas, it remains unclear whether it can generate high-quality designs for relatively more complex product design tasks. Based on a leading social new product development website Quirky.com, we explore the antecedents of a firm?s adoption decision of crowdsourcing, the impact of crowdsourcing on product design quality, and the moderating effect of user expertise and network connectivity by utilizing treatment effect model. The results indicate that: (1) crowdsourcing has a significant positive impact on product design quality; (2) user expertise positively moderates the role of crowdsourcing in product design quality; (3) network connectivity has an inverted U-shaped moderating effect on crowdsourcing and product design quality relationship; (4) the probability of firm?s crowdsourcing adoption is negatively correlated with the complexity and reliability of initial product idea but positively correlated with popularity, novelty, and numbers of images. This study not only enriches the crowdsourcing and social network theory; but also provides guidance for crowdsourcing platform firms to better manage the crowdsourcing process and user crowdsourcing communities.
机译:为满足定制和个性化设计的挑战,在数字经济的背景下,越来越多的中小型企业(中小企业)正在使用众群平台来寻求产品设计创新。虽然众包具有引人注目的产品思想具有重要潜力,但它仍然不清楚是否可以为相对更复杂的产品设计任务产生高质量设计。基于领先的社交新产品开发网站Quirky.com,我们探讨了一个公司采用众包,众包对产品设计质量的影响,以及利用治疗效果的用户专业知识和网络连接的冲击效果模型。结果表明:(1)众包对产品设计质量具有显着的积极影响; (2)用户专业知识积极采取众群在产品设计质量方面的作用; (3)网络连接对众包和产品设计质量关系具有倒U形的调节效果; (4)公司的众包采用的概率与初始产品思想的复杂性和可靠性呈负相关,但与人气,新奇和图像数量呈正相关。这项研究不仅丰富了众包和社会网络理论;而且还为众包平台公司提供指导,以更好地管理众包流程和用户众群社区。

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