TY - JOUR
T1 - Key Factors Affecting User Adoption of Open-Access Data Repositories in Intelligence and Security Informatics
T2 - An Affordance Perspective
AU - Wen, Bo
AU - Hu, Paul Jen Hwa
AU - Ebrahimi, Mohammadreza
AU - Chen, Hsinchun
N1 - Funding Information:
This work was partially funded by the National Science Foundation, Data Infrastructure Building Blocks (DIBBs) Program, “CIF21: DIBBs for Intelligent and Security Informatics Research and Community,” October 2014 – September 2018, ACI-1443019.
Publisher Copyright:
© 2021 Association for Computing Machinery.
PY - 2021/10/5
Y1 - 2021/10/5
N2 - Rich, diverse cybersecurity data are critical for efforts by the intelligence and security informatics (ISI) community. Although open-access data repositories (OADRs) provide tremendous benefits for ISI researchers and practitioners, determinants of their adoption remain understudied. Drawing on affordance theory and extant ISI literature, this study proposes a factor model to explain how the essential and unique affordances of an OADR (i.e., relevance, accessibility, and integration) affect individual professionals' intentions to use and collaborate with AZSecure, a major OADR. A survey study designed to test the model and hypotheses reveals that the effects of affordances on ISI professionals' intentions to use and collaborate are mediated by perceived usefulness and ease of use, which then jointly determine their perceived value. This study advances ISI research by specifying three important affordances of OADRs; it also contributes to extant technology adoption literature by scrutinizing and affirming the interplay of essential user acceptance and value perceptions to explain ISI professionals' adoptions of OADRs.
AB - Rich, diverse cybersecurity data are critical for efforts by the intelligence and security informatics (ISI) community. Although open-access data repositories (OADRs) provide tremendous benefits for ISI researchers and practitioners, determinants of their adoption remain understudied. Drawing on affordance theory and extant ISI literature, this study proposes a factor model to explain how the essential and unique affordances of an OADR (i.e., relevance, accessibility, and integration) affect individual professionals' intentions to use and collaborate with AZSecure, a major OADR. A survey study designed to test the model and hypotheses reveals that the effects of affordances on ISI professionals' intentions to use and collaborate are mediated by perceived usefulness and ease of use, which then jointly determine their perceived value. This study advances ISI research by specifying three important affordances of OADRs; it also contributes to extant technology adoption literature by scrutinizing and affirming the interplay of essential user acceptance and value perceptions to explain ISI professionals' adoptions of OADRs.
KW - affordance theory
KW - Intelligence and security informatics
KW - open-access data repositories
KW - perceived value
KW - technology acceptance
KW - user technology adoption
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U2 - 10.1145/3460823
DO - 10.1145/3460823
M3 - Article
AN - SCOPUS:85123037822
SN - 2158-656X
VL - 13
JO - ACM Transactions on Management Information Systems
JF - ACM Transactions on Management Information Systems
IS - 1
M1 - 10
ER -