EARLY VALIDATION OF HIGH-TECH STARTUPS BY USING (BIG) DATA

SAAD AHMED, MARIANNE KJØRSTAD, GERRIT MULLER, OTTAR SUNDHEIM
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Abstract

This study focuses on high-tech startups in the Norwegian context and investigates the use of data and/or big data to support validation at the early stage of development. Early-stage startups often fail due to lack of validation and incur loss to all the stakeholders involved in the process. Early validation through a lean or agile approach can help these young companies to manoeuvre through a turbulent external environment. The results from the study show that big data and/or data can act as a support at this stage but is not necessarily the sole solution to the problem. There are various barriers that need to be addressed for successful data-based validation. Based on multi-case study research method, this study proposes an early validation user guide (EVU) to overcome these barriers and make data adoption easier. The EVU can provide startups support to show how and when to use data and/or big data depending on the market context. The study thus contributes to the current body of knowledge of innovation and entrepreneurship concerning validation for early stage startups and can also guide practitioners in validating their startup ideas.
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利用(大)数据对高科技创业公司进行早期验证
本研究的重点是挪威的高科技创业公司,并调查了数据和/或大数据的使用,以支持开发早期阶段的验证。早期阶段的创业公司往往因为缺乏验证而失败,并给参与这个过程的所有利益相关者带来损失。通过精益或敏捷方法的早期验证可以帮助这些年轻的公司在动荡的外部环境中进行操作。研究结果表明,在这个阶段,大数据和/或数据可以作为支持,但不一定是解决问题的唯一方法。要成功地进行基于数据的验证,需要解决各种障碍。基于多案例研究方法,本研究提出了一个早期验证用户指南(EVU)来克服这些障碍,使数据更容易被采用。EVU可以根据市场环境为初创公司提供支持,以显示如何以及何时使用数据和/或大数据。因此,该研究有助于当前关于早期创业公司验证的创新和创业知识体系,也可以指导从业者验证他们的创业想法。
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来源期刊
CiteScore
3.70
自引率
14.30%
发文量
84
期刊介绍: The International Journal of Innovation (IJIM) is the official journal of the International Society of Professional Innovation Management (ISPIM). Both the IJIM and ISPIM adopt a multi-disciplinary approach to addressing the many challenges of managing innovation, rather than a narrow focus on a single aspect such as technology, R&D or new product development. Both are also international, inclusive & practical, and encourage active interaction between academics, managers and consultants.
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