Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Ethical Standards I01:25

Ethical Standards I

1.5K
The American Nurses Association (ANA) created and implemented the first nationally accepted Code of Ethics for Nurses with Interpretive Statements. The Code of Ethics is a living document regularly updated by the ANA and establishes an ethical standard that is non-negotiable for nurses in all roles and settings.
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
1.5K
Ethical Standards II01:23

Ethical Standards II

1.2K
Ethical standards are the backbone of nursing practice, guiding nurses as they interact with patients, families, and colleagues. These standards are crucial for providing safe, empathetic care centered on the patient's needs.
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy...
1.2K
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

6.5K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.5K
Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

1.7K
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
1.7K
Standards of Care II01:19

Standards of Care II

1.1K
Nurses bear specific legal responsibilities under several federal statutes, including:
1.1K
Legal Guidelines for Documentation01:06

Legal Guidelines for Documentation

2.5K
The legal guidelines for nursing documentation are essential for ensuring accurate, professional, and ethical recording of patient care. The guidelines are discussed here:
2.5K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Valuing Personal Data with Privacy Consideration.

Decision sciences : journal of innovative education·2021
Same author

Predictive Analytics with Strategically Missing Data.

INFORMS journal on computing·2021
Same author

Protecting Privacy When Sharing and Releasing Data with Multiple Records per Person.

Journal of the Association for Information Systems·2021
Same author

Differential Privacy for the Vast Majority.

ACM transactions on management information systems·2019
Same author

Anonymizing and Sharing Medical Text Records.

Information systems research : ISR·2018
Same author

Anonymizing 1:M microdata with high utility.

Knowledge-based systems·2017
Same journal

Unveiling consumer's privacy paradox behaviour in an economic exchange.

International journal of business information systems·2016
See all related articles

Related Experiment Video

Updated: May 5, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
07:13

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform

Published on: April 12, 2021

4.4K

Developing Privacy Solutions for Sharing and Analyzing Healthcare Data.

Luvai Motiwalla1, Xiao-Bai Li

  • 1Department of Operations and Information Systems Manning School of Business University of Massachusetts Lowell Lowell, MA 01854 luvai_motiwalla@uml.edu ; xiaobai_li@uml.edu.

International Journal of Business Information Systems
|November 29, 2013
PubMed
Summary
This summary is machine-generated.

Protecting patient privacy in electronic health data shared with third parties is crucial. This research introduces a data masking system that preserves data utility for analysis while preventing individual record disclosure.

Keywords:
data maskingdata miningdata sharinginformation privacysystems development

More Related Videos

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
07:51

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis

Published on: September 26, 2018

7.1K
Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
07:31

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack

Published on: May 15, 2020

8.4K

Related Experiment Videos

Last Updated: May 5, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
07:13

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform

Published on: April 12, 2021

4.4K
Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
07:51

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis

Published on: September 26, 2018

7.1K
Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
07:31

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack

Published on: May 15, 2020

8.4K

Area of Science:

  • Health Informatics
  • Data Privacy
  • Cybersecurity

Background:

  • Increasing use of electronic health data raises significant patient privacy concerns.
  • Healthcare organizations often lack sufficient safeguards for data shared with third parties.
  • Evolving regulatory landscape necessitates enhanced data protection measures.

Purpose of the Study:

  • To explore data masking solutions for safeguarding patient privacy during external data sharing.
  • To develop a system that protects sensitive attributes without compromising data analysis quality.
  • To evaluate the effectiveness of the proposed data masking approach on real-world healthcare data.

Main Methods:

  • Development of a novel data masking system designed to protect patient privacy.
  • The system alters individual record-level values while preserving dataset-level properties and statistics.
  • Implementation and pilot evaluation using large-scale, real-world healthcare datasets.

Main Results:

  • The developed data masking solution effectively protects patient privacy.
  • Masked data retains high utility for data analysis purposes.
  • Dataset-level statistical properties remain largely unchanged post-masking.

Conclusions:

  • Data masking is a viable strategy for protecting patient privacy in shared electronic health data.
  • The proposed system offers a balance between privacy protection and data utility for research and analysis.
  • The solution demonstrates practical effectiveness in safeguarding sensitive health information.