定性比较分析
机会主义
背景(考古学)
动态能力
结构方程建模
模糊集
知识管理
过程(计算)
产业组织
业务
模糊逻辑
计算机科学
经济
人工智能
机器学习
古生物学
市场经济
生物
操作系统
作者
Garima Malik,Piyush Sharma,Russel Kingshott,Tak Yan Leung,Dianoush Abdolrazagh
摘要
This paper introduces a new conceptual model to examine the impact of technological opportunism (technology sensing and response capabilities) on the adoption of incremental and radical technological innovation by small and medium enterprises (SMEs). We tested our hypotheses with data from 228 Indian SMEs using a symmetric method of partial least square structural equation modeling (PLS‐SEM) and the asymmetric method of fuzzy–set qualitative comparative analysis (fsQCA) followed by sensitivity analysis done by an artificial neural network (ANN) modeling. PLS‐SEM results highlighted the roles of technology sensing and response capabilities as key drivers of both incremental and radical product innovations and the strengthening of these relationships by market uncertainty triggered by external events and crises. Apart from this, the results of fsQCA demonstrated multiple configurations of dimensions associated with the adoption of technological innovations by SMEs. This paper extends the current literature by exploring the process by which SMEs may adopt different types of technological innovation. Our findings also have useful implications for SMEs aiming to adopt technological innovations.
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