Understanding the physicians’ usage intention of big data analysis in decision making

The advancement of technology has led to an increase in the use of Big Data Analytics (BDA) in healthcare, particularly in hospitals. BDA is used to analyze large volumes of data to improve healthcare outcomes and hospital efficiency. Despite its benefits, many doctors are hesitant to adopt BDA. This study aims to identify the factors that influence doctors' decisions to use BDA by applying the Individual Technology-Organization-Environment (I-TOE) framework, an adaptation of the original TOE model. Through a survey and structural equation modeling (SEM), the study will explore barriers and motivators for BDA adoption, providing insights for hospital administrators and policymakers.

Publication Details

Journal
Journal of the Association for Information Systems
Published
2024-12-01
Primary Topic
Magnetic confinement fusion research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Understanding the physicians’ usage intention of big data analysis in decision making

Journal of the Association for Information Systems
Magnetic confinement fusion research
article

Understanding the physicians’ usage intention of big data analysis in decision making

article en

Abstract

The advancement of technology has led to an increase in the use of Big Data Analytics (BDA) in healthcare, particularly in hospitals. BDA is used to analyze large volumes of data to improve healthcare outcomes and hospital efficiency. Despite its benefits, many doctors are hesitant to adopt BDA. This study aims to identify the factors that influence doctors' decisions to use BDA by applying the Individual Technology-Organization-Environment (I-TOE) framework, an adaptation of the original TOE model. Through a survey and structural equation modeling (SEM), the study will explore barriers and motivators for BDA adoption, providing insights for hospital administrators and policymakers.

Journal of the Association for Information Systems
Peace, Justice and strong institutions
Openalex Percentile: Top 61%
Magnetic confinement fusion research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Understanding the physicians’ usage intention of big data analysis in decision making · Journal of the Association for Information Systems (2024) | TGRS Research Map | TGRS