研究文化价值观对医疗保健组织采用大数据分析的影响

IF 2.1 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE
Hind Mubarak Alzaabi, Mohamed Abdulla Alawadhi, S. Ahmad
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引用次数: 0

摘要

本研究旨在探讨文化价值观[权力距离(PD)、不确定性规避(UC)、个人主义与集体主义(IC)和时间取向]和用户对阿拉伯联合酋长国(UAE)医疗保健行业采用大数据分析(BDA)的看法的影响。它以技术接受与使用统一理论(UTAUT)模型为理论基础。设计/方法/方法对阿联酋各大医院的256名保健组织用户进行了横断面调查。使用智能偏最小二乘(PLS)结构方程模型来评估用户在医疗保健环境中使用BDA的行为意图(BI)。结果表明,绩效预期、社会影响力、促进条件和感知信任显著预测被调查者使用BDA的BI。努力期望、安全感感知和时间取向对商业智能的影响不显著。有趣的是,其余的文化价值观(PD, UC和IC)在医疗保健中采用BDA的背景下,对社会影响和BI之间的关系没有显著影响。原创性/价值本研究通过考察文化层面在卫生保健组织内,特别是在代表性不足的阿联酋卫生保健环境中采用BDA方面的作用,为文献作出了贡献。此外,它将UTAUT模型的应用扩展到医疗保健领域的BDA采用,提供了对影响用户使用该技术的BIs的因素的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Examining the impact of cultural values on the adoption of big data analytics in healthcare organizations
Purpose This study aims to examine the impact of cultural values [power distance (PD), uncertainty avoidance (UC), individualism vs collectivism (IC) and time orientation] and users’ perceptions on the adoption of big data analytics (BDA) within the context of the United Arab Emirates (UAE) health-care sector. It uses the unified theory of acceptance and use of technology (UTAUT) model as its theoretical foundation. Design/methodology/approach A cross-sectional survey involving 256 health-care organization users in major hospitals across the UAE was conducted. Smart partial least squares (PLS) structural equation modeling was used to assess users’ behavioral intentions (BI) to use BDA in the health-care context. Findings Results indicate that performance expectancy, social influence, facilitating conditions and perceived trust significantly predicted respondents’ BI to use BDA. However, effort expectancy, perceived security and time orientation were found to have insignificant impacts on BI. Interestingly, the remaining cultural values (PD, UC and IC) did not significantly affect the relationship between social influence and BI in the context of BDA adoption in health care. Originality/value This study contributes to the literature by examining the role of cultural dimensions in BDA adoption within health-care organizations, particularly in the underrepresented UAE health-care context. Moreover, it extends the application of the UTAUT model to the BDA adoption in health care, providing insights into the factors affecting users’ BIs to use the technology.
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来源期刊
Digital Policy Regulation and Governance
Digital Policy Regulation and Governance INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
3.90
自引率
0.00%
发文量
30
期刊介绍: Emerald holds journals from the current and previous year. We hold all older back volumes and can supply high quality reprints for most volumes that were previously out-of-print. Complete list of titles we can supply from this publisher Publisher''s web page and subscription information
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