How Do IT Users’ Attributes Influence Innovative Use of IT: The Mediating Role of Individual Absorptive Capacity

Individual innovation is increasingly considered as a crucial element of organizational innovation. Prior research on user attributes as antecedents of innovation behavior (e.g., innovative use of IT) has identified three key factors: domain-specific knowledge and skills (e.g., prior knowledge), cre...

Full description

Bibliographic Details
Main Authors: Yuan Sun, Xinquan Wang, Zuopeng Zhang, Anol Bhattacherjee
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8691428/
id doaj-d23711006b49461ebf800b1611ebaede
record_format Article
spelling doaj-d23711006b49461ebf800b1611ebaede2021-03-29T22:18:06ZengIEEEIEEE Access2169-35362019-01-017507185073310.1109/ACCESS.2019.29111978691428How Do IT Users’ Attributes Influence Innovative Use of IT: The Mediating Role of Individual Absorptive CapacityYuan Sun0https://orcid.org/0000-0002-8659-1870Xinquan Wang1https://orcid.org/0000-0002-5045-1462Zuopeng Zhang2https://orcid.org/0000-0002-4074-9505Anol Bhattacherjee3School of Business Administration, Zhejiang Gongshang University, Hangzhou, ChinaSchool of Business Administration, Zhejiang Gongshang University, Hangzhou, ChinaCoggin College of Business, University of North Florida, Jacksonville, FL, USAMuma College of Business, University of South Florida, Tampa, FL, USAIndividual innovation is increasingly considered as a crucial element of organizational innovation. Prior research on user attributes as antecedents of innovation behavior (e.g., innovative use of IT) has identified three key factors: domain-specific knowledge and skills (e.g., prior knowledge), creativity-related skills (e.g., absorptive capacity), and intrinsic motivation. However, it is still unclear how these factors jointly impact the innovative use of IT. To address this knowledge gap, we propose a model that builds on the absorptive capacity theory and creativity literature to study how individuals' innovative use of IT is influenced by prior knowledge, absorptive capacity, and intrinsic motivation as well as their joint interactions. Conceptualizing prior knowledge in two constructs (IT knowledge and domain knowledge) and absorptive capacity in four constructs (acquisition, assimilation, transformation, and exploitation), we empirically validate the proposed model with a survey of 249 business intelligence (BI) system users. In addition, we identify two mediating roles of absorptive capacity: indirect-only or complementary. The findings enhance our understanding of the innovative use of IT.https://ieeexplore.ieee.org/document/8691428/User attributesinnovative use of ITBI usercomplementary mediationindirect-only mediation
collection DOAJ
language English
format Article
sources DOAJ
author Yuan Sun
Xinquan Wang
Zuopeng Zhang
Anol Bhattacherjee
spellingShingle Yuan Sun
Xinquan Wang
Zuopeng Zhang
Anol Bhattacherjee
How Do IT Users’ Attributes Influence Innovative Use of IT: The Mediating Role of Individual Absorptive Capacity
IEEE Access
User attributes
innovative use of IT
BI user
complementary mediation
indirect-only mediation
author_facet Yuan Sun
Xinquan Wang
Zuopeng Zhang
Anol Bhattacherjee
author_sort Yuan Sun
title How Do IT Users’ Attributes Influence Innovative Use of IT: The Mediating Role of Individual Absorptive Capacity
title_short How Do IT Users’ Attributes Influence Innovative Use of IT: The Mediating Role of Individual Absorptive Capacity
title_full How Do IT Users’ Attributes Influence Innovative Use of IT: The Mediating Role of Individual Absorptive Capacity
title_fullStr How Do IT Users’ Attributes Influence Innovative Use of IT: The Mediating Role of Individual Absorptive Capacity
title_full_unstemmed How Do IT Users’ Attributes Influence Innovative Use of IT: The Mediating Role of Individual Absorptive Capacity
title_sort how do it users’ attributes influence innovative use of it: the mediating role of individual absorptive capacity
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Individual innovation is increasingly considered as a crucial element of organizational innovation. Prior research on user attributes as antecedents of innovation behavior (e.g., innovative use of IT) has identified three key factors: domain-specific knowledge and skills (e.g., prior knowledge), creativity-related skills (e.g., absorptive capacity), and intrinsic motivation. However, it is still unclear how these factors jointly impact the innovative use of IT. To address this knowledge gap, we propose a model that builds on the absorptive capacity theory and creativity literature to study how individuals' innovative use of IT is influenced by prior knowledge, absorptive capacity, and intrinsic motivation as well as their joint interactions. Conceptualizing prior knowledge in two constructs (IT knowledge and domain knowledge) and absorptive capacity in four constructs (acquisition, assimilation, transformation, and exploitation), we empirically validate the proposed model with a survey of 249 business intelligence (BI) system users. In addition, we identify two mediating roles of absorptive capacity: indirect-only or complementary. The findings enhance our understanding of the innovative use of IT.
topic User attributes
innovative use of IT
BI user
complementary mediation
indirect-only mediation
url https://ieeexplore.ieee.org/document/8691428/
work_keys_str_mv AT yuansun howdoitusersx2019attributesinfluenceinnovativeuseofitthemediatingroleofindividualabsorptivecapacity
AT xinquanwang howdoitusersx2019attributesinfluenceinnovativeuseofitthemediatingroleofindividualabsorptivecapacity
AT zuopengzhang howdoitusersx2019attributesinfluenceinnovativeuseofitthemediatingroleofindividualabsorptivecapacity
AT anolbhattacherjee howdoitusersx2019attributesinfluenceinnovativeuseofitthemediatingroleofindividualabsorptivecapacity
_version_ 1724191899196063744