ArticleHealthcare technology letters2021
Ensuring data integrity of healthcare information in the era of digital health.
Article in Healthcare technology letters, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 118 citations in OpenAlex.
- Vulnerability to Cyberattacks and Sociotechnical Solutions for Health Care Systems: Systematic Review.Journal of medical Internet research · 2024Pooled it
- Data Collection Methods, Training, and Perceived Health Information Quality Among Professionals in Three Ghanaian Hospitals: A Cross-Sectional Study.Health science reports · 2026Article
- Is source data verification a valid tool to improve data quality of tumour documentation data? A critical assessment.Health information management : journal of the Health Information Management Association of Australia · 2026Article
- The relationship between self-awareness skills of healthcare workers and healthcare data quality: a cross-sectional study in Tanzanian regional referral hospitals.BMC psychology · 2026Article
- Digital epidemiology: Utilizing big data for public health surveillance and disease outbreak prediction.Journal of public health research · 2026Review
- Predictive estimations of health systems resilience using machine learning.BMC medical informatics and decision making · 2025Article
- Evaluating the RESET care program: Advancing towards scalable and effective healthcare solutions for metabolic dysfunction-associated liver disease.World journal of hepatology · 2025Article
- Optimized machine learning mechanism for big data healthcare system to predict disease risk factor.Scientific reports · 2025Article
- Opportunistic access control scheme for enhancing IoT-enabled healthcare security using blockchain and machine learning.Scientific reports · 2025Article
- Enhancing Ophthalmic Diagnosis and Treatment with Artificial Intelligence.Medicina (Kaunas, Lithuania) · 2025Review
- A Novel Grammar-Based Approach for Patients' Symptom and Disease Diagnosis Information Dissemination to Maintain Confidentiality and Information Integrity.Bioengineering (Basel, Switzerland) · 2024Article
- A near-complete assembly of the Houttuynia cordata genome provides insights into the regulatory mechanism of flavonoid biosynthesis in Yuxingcao.Plant communications · 2024Article
- ACGAN for Addressing the Security Challenges in IoT-Based Healthcare System.Sensors (Basel, Switzerland) · 2024Article
- Navigating the Digital Landscape: Embracing Innovation, Addressing Challenges, and Prioritizing Patient-Centric Care.Cureus · 2024Review
- Greenway of Digital Health Technology During COVID-19 Crisis: Bibliometric Analysis, Challenges, and Future Perspective.Advances in experimental medicine and biology · 2024Review
- Cryptographic Algorithms with Data Shorter than the Encryption Key, Based on LZW and Huffman Coding.Sensors (Basel, Switzerland) · 2023Article
- Assessment of implementation barriers of blockchain technology in public healthcare: evidences from developing countries.Health systems (Basingstoke, England) · 2023Article
- Preventing and Protecting Against Internet Research Fraud in Anonymous Web-Based Research: Protocol for the Development and Implementation of an Anonymous Web-Based Data Integrity Plan.JMIR research protocols · 2022Article
- A novel decentralized federated learning approach to train on globally distributed, poor quality, and protected private medical data.Scientific reports · 2022Article
- Ensuring data integrity of healthcare information in the era of digital health.Healthcare technology letters · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Data integrity continues to be a persistent problem in the current healthcare sector. It ensures that the data is correct and has not even in any manner been improperly changed. Incorrect data might become significant health threats for patients and a big responsibility for clinicians, resulting in problems such as scam, misconduct, inadequate treatment and data theft. This sort of endangering scenario causes tremendous difficulty in handling healthcare data. This research intends to describe the threat plot of data integrity in healthcare through numerous attack statistics from around the world and Saudi Arabia and identify the criticality in Saudi Arabia in particular. A literature review by descriptive analysis, unit analysis and rating analysis to achieve the planned systematic literature review goal is outlined. The outcome of ranking analysis using a fuzzy analytical hierarchy process methodology offers a route for Saudi Arabian researchers to promote medical records or data security in Arabic healthcare. It is suggested that blockchain is the most prioritized method for regular use and adaptation across Saudi Arabia in all data integrity management techniques. To address the challenges of data integrity and future path, the authors critically examine the challenges posed by data integrity in the healthcare sector.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.