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Challenges in the development of digital public health interventions and mapped solutions: Findings from a scoping review

https://doi.org/10.1177/20552076221102255
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Social Media and Emergency Preparedness in Response to Novel Coronavirus
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Digital Health Equity as a Necessity in the 21st Century Cures Act Era
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Innovative Uses of Electronic Health Records and Social Media for Public Health Surveillance
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Social Media in Disaster Risk Reduction and Crisis Management
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mHealth approaches to child obesity prevention: successes, unique challenges, and next directions
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Big Data and Health Economics: Strengths, Weaknesses, Opportunities and Threats
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Artificial Intelligence for infectious disease Big Data Analytics
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Bridging Radiology and Public Health: The Emerging Field of Radiologic Public Health Informatics
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The Promise of Direct-to-Consumer Telehealth for Disaster Response and Recovery
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Digital Disease Detection — Harnessing the Web for Public Health Surveillance
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Exploring the Potential of Web 2.0 to Address Health Disparities
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Online Technologies for Health Information and Education: A Literature Review
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Health promotion in the digital era: a critical commentary
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A National Agenda for Public Health Informatics
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Deep Learning for Health Informatics
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Big Bad Data: Law, Public Health, and Biomedical Databases
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Digital technology for health promotion: opportunities to address excess mortality in persons living with severe mental disorders
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A National Agenda for Public Health Informatics: Summarized Recommendations from the 2001 AMIA Spring Congress
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Big Data in Public Health: Terminology, Machine Learning, and Privacy
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inferredcites →https://doi.org/10.1177/1090198119871245openalex-snapshot
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inferredcites →https://doi.org/10.1177/1524839911405850openalex-snapshot
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inferredcites →https://doi.org/10.1177/1757975912464593openalex-snapshot
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inferredcites →https://doi.org/10.1186/1748-5908-5-69openalex-snapshot
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inferredcites →https://doi.org/10.1186/s12889-018-5837-3openalex-snapshot
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inferredcites →https://doi.org/10.1371/journal.pcbi.1002616openalex-snapshot
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inferredcites →https://doi.org/10.1371/journal.pcbi.1003904openalex-snapshot
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inferredcites →https://doi.org/10.2105/ajph.2019.304951openalex-snapshot
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inferredcites →https://doi.org/10.2105/ajph.2019.304965openalex-snapshot
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Drivers of Emerging Infectious Disease Events as a Framework for Digital Detection
inferredcites →https://doi.org/10.3389/fdgth.2020.536203openalex-snapshot
Five Crucial Challenges in Digital Health
inferredcites →https://doi.org/10.3389/fpubh.2015.00134openalex-snapshot
Grand Challenges in Digital Health
inferredcites →https://doi.org/10.3389/fpubh.2017.00105openalex-snapshot
Quantifying the Modern City: Emerging Technologies and Big Data for Active Living Research
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Big Data’s Role in Precision Public Health
inferredcites →https://doi.org/10.3390/ijerph15081643openalex-snapshot
Media Health Literacy, eHealth Literacy, and the Role of the Social Environment in Context
inferredcites →https://doi.org/10.3390/ijerph16203847openalex-snapshot
Disruptive Technologies for Environment and Health Research: An Overview of Artificial Intelligence, Blockchain, and Internet of Things
inferredcites →https://doi.org/10.3390/ijerph17041153openalex-snapshot
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PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation

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

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Factors Influencing Physician Adherence to Venous Thromboembolism Risk Assessment Model Recommendations: A Best–Worst Scaling
inferred← citeshttps://doi.org/10.1007/s43441-023-00592-4openalex-snapshot
Delivering Digital Health Solutions that Patients Need: A Call to Action
inferred← citeshttps://doi.org/10.1016/j.hlpt.2025.101024openalex-snapshot
Examining the influence of personal eHealth literacy on continuance intention towards mobile health applications: A TAM-based approach
inferred← citeshttps://doi.org/10.1016/j.im.2025.104176openalex-snapshot
Why are you? Exploring patients’ behavior in selecting physicians in online health communities
inferred← citeshttps://doi.org/10.1016/j.jpurol.2025.07.020openalex-snapshot
Practice patterns, barriers, and attitudes toward urotherapy for pediatric lower urinary tract symptoms: A societies for pediatric urology survey
inferred← citeshttps://doi.org/10.1016/j.nepr.2026.104771openalex-snapshot
AI literacy in nursing education: Building workforce readiness for safe and ethical integration into practice
inferred← citeshttps://doi.org/10.1016/j.pcorm.2024.100427openalex-snapshot
The roadblocks to success – Identifying challenges in implementing a surgery support E-health solution: A qualitative interview study
inferred← citeshttps://doi.org/10.1016/j.puhe.2024.04.040openalex-snapshot
Strengthening disease surveillance capacity at national level across five countries: a qualitative study
inferred← citeshttps://doi.org/10.1038/s41746-024-01198-2openalex-snapshot
FDA launches health care at home initiative to drive equity in digital medical care
inferred← citeshttps://doi.org/10.1038/s41746-025-01534-0openalex-snapshot
Transforming healthcare through just, equitable and quality driven artificial intelligence solutions in South Asia
inferred← citeshttps://doi.org/10.1093/heapol/czad098openalex-snapshot
Adapting national data systems for donor transition: comparative analysis of experience from Georgia and China
inferred← citeshttps://doi.org/10.1093/oodh/oqaf010openalex-snapshot
Stakeholder perceptions on institutional design of digital health regulatory frameworks: insights from Kenya, Rwanda and Uganda
inferred← citeshttps://doi.org/10.1093/pnasnexus/pgae214openalex-snapshot
N-of-1 health optimization: Digital monitoring of biomarker dynamics to gamify adherence to metabolic switching
inferred← citeshttps://doi.org/10.1101/2024.03.18.24304467openalex-snapshot
Unraveling the factors associated with digital health intervention uptake
inferred← citeshttps://doi.org/10.1108/ijhg-10-2022-0094openalex-snapshot
Popular diffusion as an instrument for overcoming barriers to digital health in Iran: the critical role of the pandemic
inferred← citeshttps://doi.org/10.1109/icet59790.2023.10435257openalex-snapshot
Ethics of Using Digital Technology with E-Training among Computer Science Students Internship Program for a Resilient Future
inferred← citeshttps://doi.org/10.1109/induscon66435.2025.11241578openalex-snapshot
Digital Health: Context and Challenges in Brazil with Focus on Public Health
inferred← citeshttps://doi.org/10.1111/1460-6984.70115openalex-snapshot
Stakeholder Perspectives on the Responsible Innovation in Health Framework for Addressing Stigma‐Based Health Inequalities Among People Who Stutter
inferred← citeshttps://doi.org/10.1111/hex.70272openalex-snapshot
Processes Underpinning Successful Co‐Design: Lessons From a Digital Health Project
inferred← citeshttps://doi.org/10.1136/bmjopen-2025-101684openalex-snapshot
Efficacy of a mobile app-based intervention to improve eating behaviours and lifestyle in infants of mothers with metabolic risk factors: study protocol of a randomised controlled trial
inferred← citeshttps://doi.org/10.1136/sextrans-2025-056638openalex-snapshot
Complex role of digital health literacy in awareness and use of digital sexually transmitted and blood-borne infections testing: a structural equation modelling analysis of the 2022 GetCheckedOnline survey
inferred← citeshttps://doi.org/10.1177/20552076241255928openalex-snapshot
Developing a digital mind body medicine supportive care intervention for people with amyotrophic lateral sclerosis using stakeholder engagement and design thinking
inferred← citeshttps://doi.org/10.1177/20552076251339016openalex-snapshot
Use of GetCheckedOnline and testing through healthcare providers among repeat users of British Columbia's digital testing service for sexually transmitted and blood-borne infections: Findings from a cross-sectional survey
inferred← citeshttps://doi.org/10.1177/20552076251410991openalex-snapshot
Profiling digital technologies used to support the tuberculosis care cascade and their implementation across high burden countries: A systematic scoping review
inferred← citeshttps://doi.org/10.1177/20552076261478392openalex-snapshot
User-centered service design approach for self-care using earable devices
inferred← citeshttps://doi.org/10.1177/22799036261455523openalex-snapshot
Digital epidemiology: Utilizing big data for public health surveillance and disease outbreak prediction
inferred← citeshttps://doi.org/10.1186/s12889-024-21089-1openalex-snapshot
Considerations for adapting digital competencies and training approaches to the public health workforce: an interpretive description of practitioners’ perspectives in Canada
inferred← citeshttps://doi.org/10.1186/s12913-025-13970-5openalex-snapshot
Digital and data capabilities for sexual and reproductive health: a participatory interdisciplinary approach to workforce transformation
inferred← citeshttps://doi.org/10.1186/s12913-026-14631-xopenalex-snapshot
Using normalization process theory to evaluate the implementation of a hybrid psychosocial prevention intervention in mental health care – a qualitative interview study
inferred← citeshttps://doi.org/10.1186/s12939-024-02130-6openalex-snapshot
Aligning the planning, development, and implementation of complex interventions to local contexts with an equity focus: application of the PRISM/RE-AIM Framework
inferred← citeshttps://doi.org/10.1186/s12982-026-01875-5openalex-snapshot
Barriers to digital health implementation in low- and middle-income countries: a narrative review
inferred← citeshttps://doi.org/10.1186/s12992-023-00998-7openalex-snapshot
Geographical and practical challenges in the implementation of digital health passports for cross-border COVID-19 pandemic management: a narrative review and framework for solutions
inferred← citeshttps://doi.org/10.1186/s12992-024-01067-3openalex-snapshot
Discursive framework for a multi-disease digital health passport in Africa: a perspective
inferred← citeshttps://doi.org/10.1186/s13012-023-01287-yopenalex-snapshot
Identifying barriers and facilitators to successful implementation of computerized clinical decision support systems in hospitals: a NASSS framework-informed scoping review
inferred← citeshttps://doi.org/10.1371/journal.pone.0283013openalex-snapshot
Digital physiotherapy assessment vs conventional face-to-face physiotherapy assessment of patients with musculoskeletal disorders: A systematic review
inferred← citeshttps://doi.org/10.1371/journal.pone.0311956openalex-snapshot
Magnitude of telemedicine utilization and associated factors among health professionals working at selected public hospitals in Southern Ethiopia
inferred← citeshttps://doi.org/10.20473/jpk.v11.i1si.2023.1-8openalex-snapshot
Digital Health Intervention of Healthy Indonesia Program with Family Approach: Does it Work?
inferred← citeshttps://doi.org/10.20944/preprints202404.0088.v1openalex-snapshot
Health, Technology And Built Environment Nexus: A Systematic Literature Review
inferred← citeshttps://doi.org/10.2174/0118749445407325250919071552openalex-snapshot
Determinants of Health Education Utilization Among Afghan Immigrants in Southeast Iran: An Application of Anderson’s Model
inferred← citeshttps://doi.org/10.2196/37625openalex-snapshot
A Novel Web-Based Application for Influenza and COVID-19 Outbreak Detection and Response in Residential Aged Care Facilities
inferred← citeshttps://doi.org/10.2196/42056openalex-snapshot
Platform-Based Patient-Clinician Digital Health Interventions for Care Transitions: Protocol for a Scoping Review
inferred← citeshttps://doi.org/10.2196/50132openalex-snapshot
Development and Evaluation of a Smartphone-Based Chatbot Coach to Facilitate a Balanced Lifestyle in Individuals With Headaches (BalanceUP App): Randomized Controlled Trial
inferred← citeshttps://doi.org/10.2196/51666openalex-snapshot
The Solutions in Health Analytics for Rural Equity Across the Northwest (SHARE-NW) Dashboard for Health Equity in Rural Public Health: Usability Evaluation
inferred← citeshttps://doi.org/10.2196/52798openalex-snapshot
Digital Competencies and Training Approaches to Enhance the Capacity of Practitioners to Support the Digital Transformation of Public Health: Rapid Review of Current Recommendations
inferred← citeshttps://doi.org/10.2196/62939openalex-snapshot
Leveraging Administrative Health Databases to Address Health Challenges in Farming Populations: Scoping Review and Bibliometric Analysis (1975-2024)
inferred← citeshttps://doi.org/10.2196/63031openalex-snapshot
Assessing the Digital Advancement of Public Health Systems Using Indicators Published in Gray Literature: Narrative Review
inferred← citeshttps://doi.org/10.2196/63482openalex-snapshot
Facilitators and Barriers to the Implementation of Digital Health Technologies in Hospital Settings in Lower- and Middle-Income Countries Since the Onset of the COVID-19 Pandemic: Scoping Review
inferred← citeshttps://doi.org/10.2196/63896openalex-snapshot
Unraveling the Factors Associated With Digital Health Intervention Uptake: Cross-Sectional Study
inferred← citeshttps://doi.org/10.2196/65705openalex-snapshot
Top 10 Research Lessons Learned From a Digital Child-Rearing Program in Low- and Middle-Income Countries: Multicase Study
inferred← citeshttps://doi.org/10.2196/72588openalex-snapshot
Opportunities and Challenges for an Organizational Digital Public Health Strategy in a Provincial Public Health Program in Canada: Qualitative Description of Practitioner Perspectives
inferred← citeshttps://doi.org/10.2196/73053openalex-snapshot
Digital Transformation for Improving Child Health in South Asia: Do We Need a Reboot?
inferred← citeshttps://doi.org/10.2196/73088openalex-snapshot
Building the Workforce’s Capacity to Support the Digital Transformation of Public Health: Environmental Scan of Training Programs for Digital Technologies in Public Health
inferred← citeshttps://doi.org/10.2196/78008openalex-snapshot
Development and Validation of a Revised Multidimensional Digital Health Literacy Scale: Secondary Analysis Using Cross-Sectional Data From the 2022 GetCheckedOnline Community Survey In British Columbia, Canada
inferred← citeshttps://doi.org/10.2196/preprints.106668openalex-snapshot
Keeping Handoffs “Warm” in the Digital Era: Core Functions and Implications for Substance Use Treatment (Preprint)
inferred← citeshttps://doi.org/10.2196/preprints.47571openalex-snapshot
Examining social media use for public health: An umbrella review on health promotion, disease surveillance and health equity (Preprint)
inferred← citeshttps://doi.org/10.2196/preprints.52798openalex-snapshot
What practice competencies and training approaches are required for public health practitioners to support the digital transformation of public health? A Rapid Review (Preprint)
inferred← citeshttps://doi.org/10.2196/preprints.57492openalex-snapshot
Effectiveness of Two Highly Popular Apps: a Randomized Crossover Trial to Increase Physical Activity Among Inactive Adults (Preprint)
inferred← citeshttps://doi.org/10.2196/preprints.67083openalex-snapshot
From Local Solutions to Global Impact: Navigating Legal Challenges and Policy Shifts of mHealth Applications from a Global Health Perspective (Preprint)
inferred← citeshttps://doi.org/10.2196/preprints.72588openalex-snapshot
Informing organizational strategies for digital public health: A qualitative description of practitioners’ perspectives on opportunities and challenges in a provincial public health organization in Canada (Preprint)
inferred← citeshttps://doi.org/10.2196/preprints.73088openalex-snapshot
Building the workforce’s capacity to support the digital transformation of public health: An environmental scan of training programs for digital technologies in public health (Preprint)
inferred← citeshttps://doi.org/10.23917/mier.v1i2.3414openalex-snapshot
Digital Literacy 5.0 to Enhance Multicultural Education
inferred← citeshttps://doi.org/10.24193/tras.72e.1openalex-snapshot
Enhancing Patient Communication Through Health Professionals’ Digital Literacy
inferred← citeshttps://doi.org/10.26633/rpsp.2023.150openalex-snapshot
La transformación digital como estrategia para el fortalecimiento de las funciones esenciales de salud pública en las Américas
inferred← citeshttps://doi.org/10.31219/osf.io/d9zx7openalex-snapshot
Towards meaningful interdisciplinary and cross-sectoral digital health collaborations: Challenges and action-oriented solutions
inferred← citeshttps://doi.org/10.32388/pgu6liopenalex-snapshot
Increasing Physical Activity in Inactive Adults: A Randomized Crossover Trial Comparing Two Highly Popular Apps
inferred← citeshttps://doi.org/10.3389/fdgth.2023.1250979openalex-snapshot
Exercise therapy as a digital therapeutic for chronic disease management: consideration for clinical product development
inferred← citeshttps://doi.org/10.3389/fdgth.2024.1449129openalex-snapshot
Centering equity, diversity, and inclusion in youth digital mental health: findings from a research, policy, and practice knowledge exchange workshop
inferred← citeshttps://doi.org/10.3389/fdgth.2025.1505717openalex-snapshot
Unlocking the potential of serious games for rehabilitation in low and middle-income countries: addressing potential and current limitations
inferred← citeshttps://doi.org/10.3389/fdgth.2026.1748259openalex-snapshot
Negotiating privacy and responsibility in digital public health: a qualitative study of the social and ethical implications of peer-to-peer health data sharing
inferred← citeshttps://doi.org/10.3389/fdgth.2026.1813555openalex-snapshot
Theory-informed design and dissemination of multilingual menopause CoMICs: the Menopause MEET initiative
inferred← citeshttps://doi.org/10.3389/fpubh.2022.1090303openalex-snapshot
Editorial: Challenges in implementing digital health in public health settings in low and middle income countries
inferred← citeshttps://doi.org/10.3389/fpubh.2023.1153971openalex-snapshot
Editorial: Digital interventions and serious mobile games for health in low- and middle-income countries (LMICs)
inferred← citeshttps://doi.org/10.3389/fpubh.2023.1281923openalex-snapshot
Harnessing digital health interventions to bridge the gap in prevention for older adults
inferred← citeshttps://doi.org/10.3389/fpubh.2023.1337151openalex-snapshot
Agent-based social simulations for health crises response: utilising the everyday digital health perspective
inferred← citeshttps://doi.org/10.3389/fpubh.2024.1441328openalex-snapshot
DiScO: novel rapid systems mapping to inform digital transformation of health systems
inferred← citeshttps://doi.org/10.3389/fpubh.2025.1472398openalex-snapshot
Comparison of dynamic mode decomposition with other data-driven models for lung cancer incidence rate prediction
inferred← citeshttps://doi.org/10.3389/fpubh.2025.1680904openalex-snapshot
Evaluating digital maturity in public health systems: a statewide cross-sectional analysis of digital public health capacity in Missouri
inferred← citeshttps://doi.org/10.3389/fpubh.2026.1802392openalex-snapshot
AI and algorithmic literacy among health workers: a scoping review through a digital health literacy lens
inferred← citeshttps://doi.org/10.3389/fpubh.2026.1866630openalex-snapshot
Designing interdisciplinary education in digital public health: a position paper
inferred← citeshttps://doi.org/10.3389/ijph.2026.1610073openalex-snapshot
AI competency misalignment in preventive medicine: a multi-stakeholder survey with latent profile analysis in Sichuan and Chongqing
inferred← citeshttps://doi.org/10.3390/app15041937openalex-snapshot
Exploring the Feasibility of Generative AI in Persona Research: A Comparative Analysis of Large Language Model-Generated and Human-Crafted Personas in Obesity Research
inferred← citeshttps://doi.org/10.3390/clinpract13040089openalex-snapshot
The Constrained-Disorder Principle Assists in Overcoming Significant Challenges in Digital Health: Moving from “Nice to Have” to Mandatory Systems
inferred← citeshttps://doi.org/10.3390/epidemiologia5030024openalex-snapshot
Infodemiology and Infoveillance of the Four Most Widespread Arbovirus Diseases in Italy
inferred← citeshttps://doi.org/10.3390/healthcare13080889openalex-snapshot
Digital Healthcare Innovative Services in Times of Crisis: A Literature Review
inferred← citeshttps://doi.org/10.3390/ijerph192114284openalex-snapshot
Tensions and Paradoxes of Scaling Up: A Critical Reflection on Physical Activity Promotion
inferred← citeshttps://doi.org/10.3390/ijerph20196854openalex-snapshot
Digital Health Interventions to Improve Access to and Quality of Primary Health Care Services: A Scoping Review
inferred← citeshttps://doi.org/10.4018/979-8-2600-2468-3.ch001openalex-snapshot
Digital Diseases
inferred← citeshttps://doi.org/10.4018/979-8-3373-3291-8.ch003openalex-snapshot
Enhancing Research Productivity and Faculty Development
inferred← citeshttps://doi.org/10.4018/979-8-3373-4332-7.ch003openalex-snapshot
Role of AI in Revolutionizing Clinical Care
inferred← citeshttps://doi.org/10.4018/979-8-3373-9033-8.ch008openalex-snapshot
AI-Driven Monitoring of Environmental Contaminants
inferred← citeshttps://doi.org/10.4103/ijcm.ijcm_803_24openalex-snapshot
Digital Health Revolution in India: Transforming Health and Medicine
inferred← citeshttps://doi.org/10.51594/imsrj.v4i3.932openalex-snapshot
THE IMPACT OF BIG DATA ON HEALTHCARE PRODUCT DEVELOPMENT: A THEORETICAL AND ANALYTICAL REVIEW
inferred← citeshttps://doi.org/10.5498/wjp.v15.i10.109462openalex-snapshot
Harnessing resilience in patient treatment and long-term recovery: Psychosocial and neurobiological pathways to enhanced outcomes
inferred← citeshttps://doi.org/10.58578/mikailalsys.v3i1.4473openalex-snapshot
Determinant Factors in Improving the Quality of E-Government-Based Health Public Services at Syech Yusuf Hospital, Gowa Regency
inferred← citeshttps://doi.org/10.7454/jki.v29i1.1781openalex-snapshot
A Systematic Review of Implementing IoT Healthcare Systems: Technological, Organizational, and Ethical Barriers in Rural Settings
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.