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Drivers and Barriers to Implementing the Internet of Things in the Health Care Supply Chain: Mixed Methods Multicase Study

https://doi.org/10.2196/48730
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1001/jama.2020.5317openalex-snapshot
Sourcing Personal Protective Equipment During the COVID-19 Pandemic
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Dynamic capabilities and strategic management
inferredcites →https://doi.org/10.1002/hbe2.133openalex-snapshot
Internet of Things: A primer
inferredcites →https://doi.org/10.1002/hfm.20668openalex-snapshot
Application of Lean Manufacturing in Hospitals—the Need to Consider Maturity, Complexity, and the Value Concept
inferredcites →https://doi.org/10.1007/978-3-319-28146-9_3openalex-snapshot
Supply Chain Planning and Execution
inferredcites →https://doi.org/10.1007/978-981-13-8114-0_1openalex-snapshot
An Introduction to Healthcare 4.0
inferredcites →https://doi.org/10.1007/bf02371446openalex-snapshot
The processes of technological innovation
inferredcites →https://doi.org/10.1016/j.cie.2014.04.019openalex-snapshot
Measuring supply chain resilience using a deterministic modeling approach
inferredcites →https://doi.org/10.1016/j.compag.2013.09.006openalex-snapshot
Virtualisation of floricultural supply chains: A review from an Internet of Things perspective
inferredcites →https://doi.org/10.1016/j.iccn.2020.102966openalex-snapshot
Nurses’ perceptions and demands regarding COVID-19 care delivery in critical care units and hospital emergency services
inferredcites →https://doi.org/10.1016/j.ijpe.2014.09.001openalex-snapshot
Physical assets and service sharing for IoT-enabled Supply Hub in Industrial Park (SHIP)
inferredcites →https://doi.org/10.1016/j.ijpe.2015.10.023openalex-snapshot
A review of the literature on the principles of enterprise and supply chain resilience: Major findings and directions for future research
inferredcites →https://doi.org/10.1016/j.omega.2016.08.004openalex-snapshot
Material logistics in hospitals: A literature review
inferredcites →https://doi.org/10.1016/j.pursup.2008.01.007openalex-snapshot
Drivers and barriers to environmental supply chain management practices: Lessons from the public and private sectors
inferredcites →https://doi.org/10.1057/978-1-352-00132-7openalex-snapshot
The Theory and Practice of Change Management
inferredcites →https://doi.org/10.1080/00207543.2016.1173738openalex-snapshot
System dynamics analysis for an Internet-of-Things-enabled production logistics system
inferredcites →https://doi.org/10.1080/00207543.2017.1402140openalex-snapshot
Internet of things and supply chain management: a literature review
inferredcites →https://doi.org/10.1080/00207543.2018.1488086openalex-snapshot
The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics
inferredcites →https://doi.org/10.1080/09537287.2019.1702226openalex-snapshot
Healthcare 4.0: trends, challenges and research directions
inferredcites →https://doi.org/10.1080/09537287.2021.1913525openalex-snapshot
Healthcare supply chain resilience framework: antecedents, mediators, consequents
inferredcites →https://doi.org/10.1080/10580530.2020.1746982openalex-snapshot
Exploratory Analysis of Internet of Things (IoT) in Healthcare: A Topic Modelling & Co-citation Approaches
inferredcites →https://doi.org/10.1080/13675560701467144openalex-snapshot
Agent-based modelling of complex production/distribution systems to improve resilience
inferredcites →https://doi.org/10.1080/14783360500250040openalex-snapshot
Twins in trouble (II): Systems thinking in healthcare and education
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Consolidated criteria for reporting qualitative research (COREQ): a 32-item checklist for interviews and focus groups
inferredcites →https://doi.org/10.1093/occmed/kqaa093openalex-snapshot
Sickness absence in healthcare workers during the COVID-19 pandemic
inferredcites →https://doi.org/10.1108/ijopm-12-2020-0884openalex-snapshot
Exploring the application of blockchain to humanitarian supply chains: insights from Humanitarian Supply Blockchain pilot project
inferredcites →https://doi.org/10.1108/jhom-06-2018-0176openalex-snapshot
Lean implementation in healthcare supply chain: a scoping review
inferredcites →https://doi.org/10.1108/scm-03-2018-0142openalex-snapshot
Impact of IoT challenges and risks for SCM
inferredcites →https://doi.org/10.1108/scm-04-2017-0144openalex-snapshot
Reading on and between the lines: risk identification in collaborative and adversarial buyer–supplier relationships
inferredcites →https://doi.org/10.1108/scm-09-2019-0356openalex-snapshot
Internet of Things – the future of managing supply chain risks
inferredcites →https://doi.org/10.1111/inr.12674openalex-snapshot
Clinician mental health, nursing shortages and the COVID‐19 pandemic: Crises within crises
inferredcites →https://doi.org/10.1111/j.1467-8551.2006.00498.xopenalex-snapshot
Phases of the Adoption of Innovation in Organizations: Effects of Environment, Organization and Top Managers1
inferredcites →https://doi.org/10.1111/poms.13694openalex-snapshot
Why emerging supply chain technologies initially disappoint: Blockchain, IoT, and AI
inferredcites →https://doi.org/10.1136/bmj.m1367openalex-snapshot
Covid-19: the crisis of personal protective equipment in the US
inferredcites →https://doi.org/10.1177/00221465211053615openalex-snapshot
Occupations and Sickness-Related Absences during the COVID-19 Pandemic
inferredcites →https://doi.org/10.1177/1077558717719928openalex-snapshot
Hospital Supply Expenses: An Important Ingredient in Health Services Research
inferredcites →https://doi.org/10.1177/1094428108324514openalex-snapshot
Book Review: Corbin, J., & Strauss, A. (2008). Basics of Qualitative Research: Techniques and Procedures for Developing Grounded Theory (3rd ed.). Thousand Oaks, CA: Sage
inferredcites →https://doi.org/10.1177/1094428112452151openalex-snapshot
Seeking Qualitative Rigor in Inductive Research
inferredcites →https://doi.org/10.1177/1527154406293968openalex-snapshot
The Global Nursing Shortage: An Overview of Issues and Actions
inferredcites →https://doi.org/10.1186/s12916-020-01781-wopenalex-snapshot
Adapting hospital capacity to meet changing demands during the COVID-19 pandemic
inferredcites →https://doi.org/10.1186/s13012-015-0209-1openalex-snapshot
A refined compilation of implementation strategies: results from the Expert Recommendations for Implementing Change (ERIC) project
inferredcites →https://doi.org/10.1287/mnsc.35.8.982openalex-snapshot
User Acceptance of Computer Technology: A Comparison of Two Theoretical Models
inferredcites →https://doi.org/10.2196/16866openalex-snapshot
Systematic Review of Economic Impact Studies of Artificial Intelligence in Health Care
inferredcites →https://doi.org/10.2196/20135openalex-snapshot
The Internet of Things: Impact and Implications for Health Care Delivery
inferredcites →https://doi.org/10.2196/24363openalex-snapshot
eHealth Applications to Support Independent Living of Older Persons: Scoping Review of Costs and Benefits Identified in Economic Evaluations
inferredcites →https://doi.org/10.2196/33742openalex-snapshot
Impact of Hospital Characteristics and Governance Structure on the Adoption of Tracking Technologies for Clinical and Supply Chain Use: Longitudinal Study of US Hospitals
inferredcites →https://doi.org/10.2196/medinform.5525openalex-snapshot
Adoption Factors of the Electronic Health Record: A Systematic Review
inferredcites →https://doi.org/10.2307/249008openalex-snapshot
Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology
inferredcites →https://doi.org/10.2307/328955openalex-snapshot
Basics of Qualitative Research: Grounded Theory Procedures and Techniques
inferredcites →https://doi.org/10.4135/9781412963947openalex-snapshot
Encyclopedia of Survey Research Methods
inferredcites →https://doi.org/10.5172/hesr.2013.22.3.291openalex-snapshot
Interprofessional practice and professional identity threat
inferredcites →https://doi.org/10.5465/amr.1989.4308385openalex-snapshot
Building Theories from Case Study Research
inferredcites →https://doi.org/10.5539/ijbm.v6n1p235openalex-snapshot
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Qualitative research practice: a guide for social science students and researchers

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/joom.70023openalex-snapshot
The Internet of Things: Reducing the Bullwhip Effect in Hospital Supply Chains
inferred← citeshttps://doi.org/10.1007/978-3-031-70292-1_4openalex-snapshot
Supply Chain Strengthening in Developing Countries: Challenges and Barriers
inferred← citeshttps://doi.org/10.1007/s11135-026-02692-3openalex-snapshot
Prioritizing IoT adoption barriers in global supply chains: why organizational readiness outweighs technology investment
inferred← citeshttps://doi.org/10.1007/s12063-026-00612-0openalex-snapshot
Enhancing collaboration and circular economy through industry 4.0: insights from the automotive supply chain in an emerging country
inferred← citeshttps://doi.org/10.1016/b978-0-443-27444-2.00007-1openalex-snapshot
Toward effective IoT integration in healthcare ICUs: Addressing challenges through algorithmic onboarding and automation solutions
inferred← citeshttps://doi.org/10.1016/j.clet.2025.100882openalex-snapshot
Identifying enablers for a circular healthcare supply chain: An integrated fuzzy DEMATEL-MMDE approach with hesitant information
inferred← citeshttps://doi.org/10.1016/j.esd.2026.102155openalex-snapshot
Securing IoT–cloud sensing systems for viable renewable energy supply chains
inferred← citeshttps://doi.org/10.1108/jamr-10-2024-0366openalex-snapshot
Unlocking circular economy: overcoming roadblocks to circular healthcare supply chain in Indian healthcare
inferred← citeshttps://doi.org/10.1142/s0219877026500240openalex-snapshot
A Hybrid Policy making Framework for IoT Applications in Healthcare, Considering Uncertainty and Robustness
inferred← citeshttps://doi.org/10.3390/logistics10080187openalex-snapshot
Factors Driving IoT Adoption and Its Impact on Supply Chain Performance in Ekurhuleni Public Health Facilities
inferred← citeshttps://doi.org/10.37394/23205.2026.25.9openalex-snapshot
Smart and Safe Healthcare Supply Chain with Edge Computing and Smart Contract
inferred← citeshttps://doi.org/10.3934/environsci.2024026openalex-snapshot
Evaluation and prioritization of barriers to the implementation of the eco-regenerative supply chains using fuzzy ZE-numbers framework in group decision-making
inferred← citeshttps://doi.org/10.4236/jss.2025.1311023openalex-snapshot
Staff and User Attitudes and Behaviors toward Digital Supply Chain Technology Adoption in Zimbabwe’s Public Health Sector: Awareness, Acceptance, and Readiness
inferred← citeshttps://doi.org/10.52170/1994-0556_2026_79_85openalex-snapshot
Assessing the logistics stability of the regional preferential drug provision system based on delivery regularity and territorial accessibility indicators
inferred← citeshttps://doi.org/10.61194/sijl.v2i3.729openalex-snapshot
Digital Strategies and Policy Challenges in Healthcare and Food Supply Chain Resilience
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