Big data analytics in healthcare: a systematic literature review

Khanra, Sayantan; Dhir, Amandeep; Islam, A. K. M. Najmul; Mäntymäki, Matti

doi:10.1080/17517575.2020.1812005

Cited by 129 publications

(89 citation statements)

References 78 publications

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“…A study was considered for inclusion in the review if (a) it investigated some aspect of the consumers' use of green hotels' products, services or practices, including the intention to adopt, willingness to pay a premium, loyalty intention and WOM intention, among others. Furthermore, studies addressing both intention and actual behaviour were included; (b) studies across all years were also considered, with no filter placed according to the year of publication; (c) only studies in the English language were included to avoid language bias (Khanra et al, 2020); (d) studies needed to be empirical in nature and (e) all studies needed to be peer reviewed.…”

Section: Methodsmentioning

confidence: 99%

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What drives the adoption and consumption of green hotel products and services? A systematic literature review of past achievement and future promises

et al. 2021

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The current study utilises the time-tested systematic literature review (SLR) method to identify and analyse 76 studies addressing the consumer adoption of green hotels.The results of the research profile analysis show that the literature on consumers' adoption and consumption of green hotel products and services is expanding and gaining more recognition from researchers working in Asian contexts, particularly China, Taiwan and India. Moreover, the qualitative thematic analysis yields four key themes, (a) consumer behaviour variables addressed, (b) antecedents and mediators of green hotel adoption, (c) moderators of the relationship and (d) methodological considerations, for which limitations and future research directions are identified accordingly. The main novelty of the study lies in the development of a unified framework of consumer adoption and consumption of green hotel products and services that calls for a multitheoretic examination of the issue. This review is among the first to consolidate the growing literature on consumer adoption and consumption of green hotel products and services.

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Section: Methodsmentioning

confidence: 99%

“…(b) studies across all years were also considered, with no filter placed according to the year of publication; (c) only studies in the English language were included to avoid language bias (Khanra et al, 2020);…”

Section: Inclusion and Exclusion Criteriamentioning

confidence: 99%

What drives the adoption and consumption of green hotel products and services? A systematic literature review of past achievement and future promises

et al. 2021

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“…However, the authors do not report the methodology adopted for the review and report few details from the reviewed studies, unlike other SLRs, which include more extensive reporting of research and profiles (e.g. Talwar et al , 2020b; Dhir et al , 2020; Khanra et al , 2020). In contrast, we use the SLR methodology, which is considered to be more robust due to its consideration of stringent article selection criteria (Behera et al , 2019; Dhir et al , 2020) and more detailed reporting of the findings, as well as the research profile.…”

Section: Introductionmentioning

confidence: 99%

Social media platforms and sleep problems: a systematic literature review, synthesis and framework for future research

Kaur

Dhir

Alkhalifa

et al. 2021

INTR

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PurposeThis study is a systematic literature review (SLR) on prior research examining the impact of the nocturnal use of social media platforms on a user's sleep, its dimensions and its perceptually allied problems. This SLR aims to curate, assimilate and critically examine the empirical research in this domain.Design/methodology/approachForty-five relevant studies identified from the Scopus and Web of Science (WoS) databases were analyzed to develop a comprehensive research profile, identify gaps in the current knowledge and delineate emergent research topics.FindingsPrior research has narrowly focused on investigating the associations between specific aspects of social media use behavior and sleep dimensions. The findings suggest that previous studies are limited by research design and sampling issues. We highlight the imperative need to expand current research boundaries through a comprehensive framework that elucidates potential issues to be addressed in future research.Originality/valueThe findings have significant implications for clinicians, family members and educators concerning promoting appropriate social media use, especially during sleep latency.

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“…Many challenges are related to health big data and health big data analytics [38][39][40][41]. Challenges are technologies, collecting, transforming, and sharing, storing, analyzing, visualizing health data, security, and automation.…”

Section: Big Data Analytics and Frameworkmentioning

confidence: 99%

Investigating the Adoption of Big Data Management in Healthcare in Jordan

Bani-Salameh

Al-Qawaqneh

Taamneh

2021

Data

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Software developers and data scientists use and deal with big data to easily discover useful knowledge and find better solutions to improve healthcare services and patient safety. Big data analytics (BDA) is getting attention due to its role in decision-making across the healthcare field. Therefore, this article examines the adoption mechanism of big data analytics and management in healthcare organizations in Jordan. Additionally, it discusses health big data’s characteristics and the challenges, and limitations for health big data analytics and management in Jordan. This article proposes a conceptual framework that allows utilizing health big data. The proposed conceptual framework suggests a way to merge the existing health information system with the National Health Information Exchange (HIE), which might play a role in extracting insights from our massive datasets, increases the data availability and reduces waste in resources. When applying the framework, the collected data are processed to develop knowledge and support decision-making, which helps improve the health care quality for both the community and individuals by improving diagnosis, treatment, and other services.

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Big data analytics in healthcare: a systematic literature review

Cited by 129 publications

References 78 publications

What drives the adoption and consumption of green hotel products and services? A systematic literature review of past achievement and future promises

What drives the adoption and consumption of green hotel products and services? A systematic literature review of past achievement and future promises

Social media platforms and sleep problems: a systematic literature review, synthesis and framework for future research

Investigating the Adoption of Big Data Management in Healthcare in Jordan

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