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Assessing Industry 4.0 adoption impact on healthcare performance using SEM-NCA with mediators: usefulness, ease of use, trust and usage

Sonalika Sarangi & Rajesh Moharana

Journal of Health, Organization and Management2026https://doi.org/10.1108/jhom-06-2025-0338article
AJG 1ABDC B
Weight
0.50

Abstract

This study offers a novel contribution by combining TAM with a mixed-method SEM-NCA approach to examine Industry 4.0 adoption in the healthcare supply chain. Unlike prior research, it underscores the necessity of emotional trust and actual use as core drivers of performance, providing both theoretical enrichment and practical guidance for successful technology assimilation in complex organizational settings.

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https://doi.org/https://doi.org/10.1108/jhom-06-2025-0338

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@article{sonalika2026,
  title        = {{Assessing Industry 4.0 adoption impact on healthcare performance using SEM-NCA with mediators: usefulness, ease of use, trust and usage}},
  author       = {Sonalika Sarangi & Rajesh Moharana},
  journal      = {Journal of Health, Organization and Management},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1108/jhom-06-2025-0338},
}

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Assessing Industry 4.0 adoption impact on healthcare performance using SEM-NCA with mediators: usefulness, ease of use, trust and usage

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Evidence weight

0.50

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.50 × 0.4 = 0.20
M · momentum0.50 × 0.15 = 0.07
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.