Test Coverage vs Liability - A Healthcare TDM
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1 White Paper Test Coverage vs Liability - A Healthcare TDM by Shashi Kiran KV O V E R C O M I N G L I M I T S
2 The growing maturity of Healthcare IT and the digi za on of healthcare is improving the quality of care and driving down costs. Nevertheless, the risk of data breaches from the ever increasing interoperability and access to Protected Health Informa on (PHI) and Personally Iden fiable Informa on (PII) is accelera ng. The consequences of a security breach include disrup on of opera ons, cost of fixing IT systems, cost of repor ng the incident to federal and state authori es, regulatory fines and class-ac on lawsuits to business and credibility loss. Healthcare data breaches Costed the industry as much as $6 billion, with an average organiza on cost of $2.1 million per breach¹. 67 American healthcare organiza ons reported an average of 2.4 breaches annually during the last 2 years². ¹Breaches Cost Healthcare $6 Billion Annually: h ps:// ² Data Spills Cost U.S. Hospitals $6 Billion A Year: h ps:// 2
3 Test Coverage vs Cyber Liability Coverage Data compliance standards (HIPAA, HITECH and Gramm-Leach-Bliley Act) and the implementa on of EHR and EMR requirements of the Affordable Care Act (ACA) require healthcare and medical prac ces organiza ons to u lize electronic records and data that is secure, and ensure methods are in place to report/recover any lost or stolen informa on. End-user/Organiza on misuse in administering and hardware fragmenta on across laptops, tablets and smartphones, use of unsecured networks present a growing risk for data loss. Frequent modifica on in healthcare regula ons makes it a challenge for teams to provide adequate test data for agile/simultaneous releases. Inefficient test planning and coverage can result in data breaches forcing organiza ons to get Cyber Liability Coverage. This makes Test Data Management all the more relevant. There are only two types of Healthcare organiza ons right now: those that know they've been breached and those that don't know they've been breached - according to a study conducted by Ponemon Ins tute. Test Data Management Strategy With ever increasing complexi es and scale of IT applica ons, quality and reliability of so ware applica ons is becoming cri cal. Test Data Management Strategy plays a very significant role in ensuring that the enterprise applica ons meet these standards. While delivery of these standards are becoming a real challenge for enterprises, tes ng teams are expected to follow precise tes ng methods, while ensuring a high accuracy of test data. Build a data inventory, replica on of the produc on-like situa ons, both func onally and technically is also the responsibility of the tes ng team. A well-defined Test Data Management Strategy can bring down data inefficiencies resul ng in availability of secure test data consistently from distributed and heterogeneous data sources. An Effective TDM Implementation Health Insurer Anthem is Hacked Exposing millions of pa ents' data. The second largest health insurer in the country suffered a breach that may have exposed data on as many as 80 million current and former customers, including names, Social Security numbers, birth dates, addresses and income data³. TDM works by extrac ng 'real' data from the produc on environment, applying filters and masking it, so it can be used in the test environment. TDM techniques should address crea on of accurate test data where produc on data is insufficient or unavailable. A structured tes ng process ensures data to be managed by: ³ Health Insurer Anthem Is Hacked, Exposing Millions of Pa ents' Data: h ps:// ve-data-millions-pa ents/ 3
4 Extrac ng - By taking a sub-set of data from live produc on data. Masking - It removes sensi ve data contained in certain health records or data fields (e.g. SSN, PII). Synthe c data - It generates 'subs tute data' to re-populate certain cells, adds new fields to create test data sets. Gold copy data - Must contain a standard set of data with which to repeatedly test, and must contain the data needed to sa sfy every possible test. Organiza ons have data governance teams to review and enforce mi ga ons to any instances of produc on data usage in the non-produc on environment. The team ensures risks are mi gated through data manufacturing, access control, and data masking as applicable. Iden fying a right TDM tool and building an appropriate TDM automa on strategy brings down both risks and environmental costs. Challenges in Test Data Management Huge effort spent on TDM - Significant amount of effort and me spent in test data iden fica on, extrac on and condi oning, consume large effort in tes ng life cycle. Regulatory and compliances - Implemen ng Data compliance standards (HIPAA, HITECH and Gramm-Leach-Bliley Act) can be cumbersome. Absence of traceability - Lack of traceability between test data to test cases to business requirements leading to issues on the test data coverage. Distributed data source - Test data iden fica on and extrac on from mul ple sources and environments. Value of a healthcare data Stolen health creden als can go for $10 each, about 10 or 20 mes the value of a U.S. credit card number in the underground exchanges⁴. Using produc on data - Protec ng produc on and test data by right masking and sub-se ng techniques. Data validity, consistency and integrity - Ensuring test data is relevant, refreshed, secure & precise. Business Benefits of Test Data Management An effec ve Test Data Management strategy can control the quality and right quan ty of test to: Increase the tes ng speed by up to 25%, cut costs by 10%. Provide realis c test data for be er & repeatable test data quality and reduce dependency on produc on data. Reduce overall tes ng me; faster data refresh. Lower hardware and infrastructure costs by crea ng Subset (create smaller copies of produc on for test purposes); create flexible test environments. Ensure op mum test coverage. Secure and compliant test data. ⁴ Your medical record is worth more to hackers than your credit card: h ps:// cle/us-cybersecurity-hospitals/your-medical-record-is-worth-more-to-hackers-than-your-credit-card-iduskcn0hj21i
5 About Trigent Trigent is a CMM Level-4 technology solu ons company with its US office at Southborough, MA, and India office at Bangalore. Trigent provides comprehensive solu ons for business problems via outsourced so ware product and applica ons design, development and quality assurance. Trigent serves customers like Independent So ware Vendors (ISVs), enterprises and SMBs in the High Tech, Healthcare, Educa on, Ecommerce and Manufacturing areas. Trigent's solu ons help clients overcome budget, schedule and resource constraints. To learn more about Trigent visit Our Headquarters Trigent So ware Inc. 2 Willow Street, Suite #201 Southborough, MA (877) sales@trigent.com Other Loca on Trigent So ware Ltd. Khanija Bhavan, 1st Floor #49, West Wing, Race Course Road Bangalore , India +91 (80) O V E R C O M I N G L I M I T S
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