Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions

Vishwakarma, Laxmi Pandit; Mishra, Ruchi; Kumari, Archana

doi:10.1080/00207543.2023.2188101

Cited by 37 publications

(14 citation statements)

References 139 publications

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“… a Study conducted by Vishwakarma et al, 2023 used no timeframe for selecting the studies for review but the articles under review are from 2017 to 2022. …”

Section: Introductionmentioning

confidence: 99%

“…Another study by Punnakitikashem and Hallinger (2020) focused solely on bibliometric associations and descriptions (Paul & Criado, 2020) on the knowledge base of healthcare management for sustainability and covered articles published from 1994 to 2018. Recently, Vishwakarma et al (2023) adopted a systematic literature review approach focused on the application of artificial intelligence for resilient and sustainable healthcare systems. Even though they followed the Antecedents, Practices, and Outcomes (APO) framework to analyse the key themes that emerged out of the thematic analysis, their study elaborates on the applications and challenges of Artificial Intelligence (AI) in the healthcare system and not primarily on sustainability practices and outcomes.…”

Section: Introductionmentioning

confidence: 99%

“…Over time, the notion has been reinterpreted to integrate the three dimensions: society, the economy, and the environment. The underlying objective has always remained to deliver a clean environment, a just society, and a healthy economy (Barkemeyer et al, 2014; Hahn et al, 2015; Mebratu, 1998; Vishwakarma et al, 2023; Zhang et al, 2023).…”

Section: Introductionmentioning

confidence: 99%

“…The latest review found was of the year 2022 based on our inclusion criteria (Note a we searched till June 2023, however the latest review found was from the year 2022).a Study conducted byVishwakarma et al, 2023 used no timeframe for selecting the studies for review but the articles under review are from 2017 to 2022.Source: Compiled by the authors.…”

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confidence: 99%

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confidence: 99%

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Mapping sustainability practices in the healthcare sector: A systematic literature review and future research agenda

Rahat,

Sahni,

Nasim

2023

Int J Consumer Studies

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Sustainable healthcare means providing affordable, quality medical care without causing undue environmental damage, which is critical for a world just emerging from a debilitating pandemic. This article contends that it is now an opportune time to map the existing knowledge to guide future sustainability research in healthcare. Therefore, this article aims to systematically review and comprehensively analyse the extant literature on sustainability practices in healthcare organizations and propose future research directions based on gaps in the literature. A corpus of 79 articles sourced from five databases and published between 1995 and 2022 was identified for an in‐depth review. Following a framework‐based systematic literature review, this article offers an organized, retrospective view of the performance using antecedents, decisions, and outcomes (ADO) and Theories–Contexts–Methods (TCM) integrated framework. These frameworks are used to evaluate and understand sustainability practices in the healthcare sector. Additionally, the article shows the thematic evolution of sustainability research in healthcare with the help of five clusters. While the systematic literature review results highlight the large theoretical base, it also reveals the lack of consensus on defining sustainability. The analysis of 79 articles yielded six valuable categories of antecedents with 27 constructs, five categories of decisions with 11 constructs, and two categories of outcomes with 15 constructs. Results also reveal a lack of consensus regarding the influence of sustainability practices on organizational performance across the three sustainability pillars (social, environmental, and economic dimensions). The present review has implications for healthcare service delivery systems and policymakers to help them redesign their services to promote sustainable development goals. Before concluding the article, knowledge gaps and future research directions are structured using the ADO‐TCM framework through pertinent ideas for sustainability research in healthcare organizations.

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“… a Study conducted by Vishwakarma et al, 2023 used no timeframe for selecting the studies for review but the articles under review are from 2017 to 2022. …”

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

mentioning

confidence: 99%

mentioning

confidence: 99%

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Mapping sustainability practices in the healthcare sector: A systematic literature review and future research agenda

Rahat,

Sahni,

Nasim

2023

Int J Consumer Studies

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Towards strengthening resilience of organizations by risk management tools: A scientometric perspective on COVID‐19 experience in a healthcare and industrial setting

Fabiano,

Guastaferro,

Pettinato

et al. 2024

Can J Chem Eng

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During the COVID‐19 pandemic, the healthcare system and the global supply chain were exposed to an unpredicted event, which increased awareness about the need of more effective strategies to support decision‐making process and to empower safety barriers. In this work, a combined scientometric and systematic review was performed to analyze tools and methodologies able to combine resilience with more traditional risk assessment, learning from the experience posed by the COVID‐19 crisis. Bibliometric and literature content analyses were carried out focusing on resilience management upon the incoming of an unexpected event. The systematic analysis of the methods and models developed on the basis of different pandemic waves provides a natural guide for future research development.

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Healing with Care: A Roadmap to Sustainable Healthcare

Singh,

Srivastava,

Shukla

2024

World Sustainability Series

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Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions

Abstract: The University of Gloucestershire accepts no liability for any infringement of intellectual property rights in any material deposited but will remove such material from public view pending investigation in the event of an allegation of any such infringement.

Cited by 37 publications

References 139 publications

Mapping sustainability practices in the healthcare sector: A systematic literature review and future research agenda

Mapping sustainability practices in the healthcare sector: A systematic literature review and future research agenda

Towards strengthening resilience of organizations by risk management tools: A scientometric perspective on COVID‐19 experience in a healthcare and industrial setting

Healing with Care: A Roadmap to Sustainable Healthcare

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