2022
DOI: 10.1186/s12913-021-07332-0
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The path from big data analytics capabilities to value in hospitals: a scoping review

Abstract: Background As the uptake of health information technologies increased, most healthcare organizations have become producers of big data. A growing number of hospitals are investing in the development of big data analytics (BDA) capabilities. If the promises associated with these capabilities are high, how hospitals create value from it remains unclear. The present study undertakes a scoping review of existing research on BDA use in hospitals to describe the path from BDA capabilities (BDAC) to v… Show more

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Cited by 21 publications
(3 citation statements)
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“…It has been hypothesized that the mentality is closely associated with the intent of utilizing actions. Without a pre-defined target, the big data revolution has developed a data management mentality, embracing a bottom-up, inductive approach to big data analysis, exploration and research (D'Hauwers & Walravens, 2022;Chatterjee et al, 2022;Brossard et al, 2022). Attitude towards, which is defined as the attitude of students to big data adaptation, has been included based on the TAM.…”
Section: Students' Attitude Toward Use (At)mentioning
confidence: 99%
“…It has been hypothesized that the mentality is closely associated with the intent of utilizing actions. Without a pre-defined target, the big data revolution has developed a data management mentality, embracing a bottom-up, inductive approach to big data analysis, exploration and research (D'Hauwers & Walravens, 2022;Chatterjee et al, 2022;Brossard et al, 2022). Attitude towards, which is defined as the attitude of students to big data adaptation, has been included based on the TAM.…”
Section: Students' Attitude Toward Use (At)mentioning
confidence: 99%
“…Moreover, it supports operational efficiency by optimizing hospital management, resource allocation, and patient flow. In essence, big data analytics is a cornerstone for transforming data into actionable insights, leading to improved patient outcomes and healthcare system efficiency (Brossard, Minvielle, & Sicotte, 2022;Rehman, Naz, & Razzak, 2022;Shah, 2022). Integrating big data analytics into healthcare has emerged as a pivotal force for innovation and improvement in the sector.…”
Section: Introductionmentioning
confidence: 99%
“…Value-centered marketing opens up new dimensions of approaching from the perspective of emerging technologies and analytics by proposing three key dimensions of defining value: consumer preferences based on what they consider to be important to them, precision in addressing consumer healthcare, and a consumer-oriented process [33]. Essential influences for the process of creating and co-creating value in healthcare services come from the area of digital technologies [33][34][35][36], data analysis, and big data [37,38], and blockchain, respectively [30,39].…”
Section: Introductionmentioning
confidence: 99%