IT innovation adoption by enterprises: Knowledge discovery through text analytics

نویسندگان

  • Rahul C. Basole
  • C. David Seuss
  • William B. Rouse
چکیده

a r t i c l e i n f o Enterprise adoption of information technology (IT) innovations has been a topic of tremendous interest to both practitioners and researchers. The study of technological, managerial, strategic, and economic factors as well as adoption processes and contexts has led the field to become a rich tapestry of many theoretical and conceptual foundations. This paper provides a comprehensive multidisciplinary classification and analysis of the scholarly development of the enterprise-level IT innovation adoption literature by examining articles over the past three decades (1977–2008). We identify 472 articles and classify them by functional discipline, publication, research methodology, and IT type. The paper applies text analytic methods to this document repository to (1) identify salient adoption determinants and their relationships, (2) discover research trends and patterns across disciplines, and (3) suggest potential areas for future research in IT innovation adoption at the enterprise level. Adoption of information technology (IT) innovations has been a topic of significant interest to researchers and practitioners over the past three decades (e.g. [18,53,56]). Broadly, there are two complementary perspectives on IT innovation adoption: the first and more frequently examined perspective includes the adoption of IT innovations by the individual user. Often referred to as the bottom–up view, individual IT innovation adoption research has focused on user characteristics, behavioral motivation, and contextual elements. Enterprise IT innovation adoption on the other hand focuses on the firm and firm-level characteristics. 1 This perspective has gained particular interest due to enterprises' increasing dependence on IT as well as some highly publicized successes and failures over the past two decades. Consequently enterprise-level IT innovation adoption studies have focused on why, how, and under what conditions enterprises have succeeded or failed in adopting and implementing IT innovations. These issues have been examined for a wide range of different IT innovations, including enterprise information systems, electronic commerce, database management systems, network and telecommunications infrastructure, computer hardware, enterprise architecture components, and business productivity applications, among many others. As a result, previous studies have identified drivers and inhibitors, explored the influence of important technological, individual, organizational, strategic, economic, and managerial , and environmental factors, and examined key processes and stages associated with the adoption of IT innovations. Because IT touches upon virtually all aspects of an enterprise's value chain, researchers have drawn on theories, frameworks and models from a variety of complementary academic reference disciplines such as information systems, …

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Modeling the Drivers of Eco-Innovation Adoption within Iranian Manufacturing Small and Medium-Sized Enterprises

There are various studies on the eco-innovation in the literature, but there is a scarcity of studies on the adoption and diffusion within manufacturing small and medium-size enterprises (SMEs). Drivers to adopt eco-innovations by manufacturing SMEs are required to be understood properly and be analyzed regarding the relationships among them. Hence, the purpose of this study is to identify the ...

متن کامل

Enterprise trends and opportunities in the age of semantic computing

There is increasing awareness within enterprises of the many opportunities becoming available through adoption of emerging technologies and tools that utilize machine intelligence. A transition from reliance on conventional technologies and legacy data stores to more knowledge oriented semantic computing capabilities that make use of natural language processing and text analytics, video analyti...

متن کامل

ارائه مدلی برای استخراج اطلاعات از مستندات متنی، مبتنی بر متن‌کاوی در حوزه یادگیری الکترونیکی

As computer networks become the backbones of science and economy, enormous quantities documents become available. So, for extracting useful information from textual data, text mining techniques have been used. Text Mining has become an important research area that discoveries unknown information, facts or new hypotheses by automatically extracting information from different written documents. T...

متن کامل

IT Outsourcing Adoption by Small and Medium Enterprises: A Diffusion of Innovation Approach

The study investigates factors contributing to the adoption of IT services outsourcing (ITO) by small and medium enterprises (SMEs) in western countries. The focus is on the process of diffusion and adoption of ITO as a management innovation. The paper is written from the perspective of ITO vendors from developing countries and seeks to identify steps that will help these vendors sell ITO servi...

متن کامل

Diagnosis of the Use of Web 2.0 Tools in the Portuguese Financial Institutions

Web 2.0 tools helps enterprises to increase innovation. Many organizations seek this kind of tools so they can be competitive in the global world we live today. The Portuguese Financial sector has been very competitive and has used innovation to leverage over competitors. Considering the potential for innovation associated with Web 2.0 and the innovation interest of the sector, it's very releva...

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

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Decision Support Systems

دوره 54  شماره 

صفحات  -

تاریخ انتشار 2013