How to Leverage Big Data Analytic Capabilities for Innovation Ambidexterity: A Mediated Moderation Model

نویسندگان

چکیده

Building upon the knowledge-based dynamic capabilities view, this study seeks to examine how big data analytic can be leveraged improve innovation ambidexterity by developing a mediated moderation framework. Survey were collected from 199 Chinese companies test our model. The results indicate that decision-making capability mediates relationship between and ambidexterity, mediating is conditional on moderator variable of cross-functional integration. This enriches literature about clarifying are positively related uncovering driver for pursuing in digital context. It also contributes line research revealing contingent factors leverage perspective.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

How organisations leverage Big Data: a maturity model

Purpose. While it is commonly recognised that Big Data have an immense potential to generate value for business organisations, appropriating value from Big Data and, in particular, Big Data-enabled analytics is still an open issue for many organisations. This paper develops a maturity model to support organisations in the realisation of the value created by Big Data. Design/Methodology/Approach...

متن کامل

How to Enhance Traditional BI Architecture to Leverage Big Data

Business Intelligence (BI) has become an integral part of enterprises as it catalyzes effective business decisions. Enterprise systems have standardized technologies to store transactional data on data warehouses and make the data available for various types of analysis using BI tools. Although industry-standard Business Intelligence architecture has been around for more than a decade, it needs...

متن کامل

a new approach to credibility premium for zero-inflated poisson models for panel data

هدف اصلی از این تحقیق به دست آوردن و مقایسه حق بیمه باورمندی در مدل های شمارشی گزارش نشده برای داده های طولی می باشد. در این تحقیق حق بیمه های پبش گویی بر اساس توابع ضرر مربع خطا و نمایی محاسبه شده و با هم مقایسه می شود. تمایل به گرفتن پاداش و جایزه یکی از دلایل مهم برای گزارش ندادن تصادفات می باشد و افراد برای استفاده از تخفیف اغلب از گزارش تصادفات با هزینه پائین خودداری می کنند، در این تحقیق ...

15 صفحه اول

Innovation through Ambidexterity: How to Achieve the Ambidextrous Organization

It has long been recognized in the literature that the pursuit of radical or disruptive innovation by established firms poses an organizational challenge for the firm. This is because the skills, structures, processes and mindsets required for exploiting the existing business are fundamentally different and often conflict with those required for radical innovation (i.e. exploration). This has l...

متن کامل

Open innovation adoption from strategy to practice: Implications from organizational ambidexterity and dynamic capabilities

The aim of this paper is to explore if ambidextrous strategy can support structured open innovation practices through dynamic capabilities. Drawing on multi-disciplinary literature with complementary theoretical roots, open innovation is linked to higher level organizational ambidextrous strategy and organizational processes that encompass dynamic capabilities. A theoretical framework is develo...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Sustainability

سال: 2023

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su15053948