Health Technology, Digital Healthcare
Article | July 14, 2023
Embracing the AI Revolution: Transforming Digital Healthcare Software through AI-Enhanced UX Testing
The wave of demographic change sweeping the United States presents an urgent call to action for healthcare providers. According to the US Census Bureau, adults over 65 will account for a quarter of the US population by 2060, signaling a drastic shift in healthcare delivery needs. More than half a million of this demographic will be centenarians, accentuating the need for digital experiences tailored to seniors' unique needs.
Despite the rapid advancement of digital health technologies, research indicates that many senior citizens struggle to adapt. A recent study reported that 40% of adults over 65 believe their telemedicine visit was inferior to traditional in-person care, with a meager 5% finding it superior. The promise of convenience delivered by digital health is often overshadowed by the frustration associated with technical difficulties. An astounding 75% of senior citizens admit they need assistance when using new electronic devices.
Let's consider the patient portal app, a common touchpoint in the digital health journey. Despite its apparent simplicity, seniors find processes like logging in troublesome due to issues like forgotten passwords, technical bugs, or content readability. This scenario underlines the crucial need for comprehensive User Experience (UX) testing to eliminate these barriers and provide a seamless digital health experience.
The Complex Landscape of Healthcare UX Testing
The complexity of UX testing in healthcare has been exacerbated by the interplay of multiple modules, services, platforms, and vendors. Take Electronic Medical Record (EMR) systems, for instance, which undergo frequent updates, each one potentially impacting the system as a whole. Traditional manual testing methodologies are proving to be time-consuming and costly.
Though automation has revolutionized sectors from automotive to finance, the healthcare industry appears to be lagging. A study by the Health Information and Management Systems Society (HIMSS) reveals that a mere 15% of healthcare providers have adopted modern test automation platforms. Meanwhile, a significant 41% still rely on manual testing. As EMR systems grow increasingly complex and customized, this over-reliance on manual testing poses daunting challenges.
The gravity of this issue is amplified by a startling revelation from the HIMSS study - only 6% of healthcare executive leaders express confidence in their organizations' testing practices. In an increasingly digitized healthcare environment, such a low level of assurance raises substantial concerns about patient safety. Although 75% of the surveyed providers have invested in software testing to safeguard their bottom lines, nearly two-thirds confess feeling inadequately resourced in terms of time, money, and talent to meet future testing requirements. As the list of testing demands grows, QA teams are frequently stretched thin, leaving many potential user journey scenarios untested.
The Power of AI in UX Testing for Better Patient Outcomes
AI technologies hold the potential to revolutionize UX testing in healthcare.
The modern healthcare application is a labyrinth of potential user journeys - a typical mobile application model can yield over 9 billion separate scenarios. To effectively navigate this colossal testing landscape, test automation tools employing Machine Learning (ML) algorithms are critical.
By analyzing historical patterns, prioritized cases, and real-user insights, ML algorithms can auto-generate test cases and meticulously scrutinize each user interaction. This approach ensures an optimal digital experience and robust coverage of potential issues.
The HIMSS study also provides a glimmer of hope, revealing that nearly 80% of healthcare providers plan to adopt real-time testing analytics for quality assurance. AI's role becomes pivotal in augmenting the capacity of software testing teams in this scenario.
By leveraging historical patterns and prioritizing test cases, ML-powered testing tools can automate crucial tests across various platforms, devices, and operating systems. This symbiosis of human expertise and AI not only bolsters productivity but enables comprehensive testing coverage within tight time constraints.
The Future of Healthcare Software UX Testing
The path to perfecting a patient’s digital journey is fraught with challenges.
Healthcare organizations venturing into automated software testing or contemplating in-house tool replacement must stay abreast of evolving healthcare testing requirements. This understanding is key when evaluating automation vendors against the backdrop of regulatory standards. Opting for a technology-agnostic solution ensures extensive test coverage, boosts efficiency, and guarantees longevity as technologies advance. Introducing your software QA teams to user-friendly, low/no-code test automation tools can simplify the onboarding process and fosters better collaboration with Dev teams and business testers.
As we stand at the precipice of this transformative period in healthcare, it's clear that the AI revolution holds the key to unlocking the future of digital healthcare UX testing. By harnessing AI's potential, healthcare providers can ensure a user-friendly, seamless digital experience for the fastest-growing demographic, setting new industry standards in the process.
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Healthtech Security
Article | November 29, 2023
Everybody deals with stress and anxiety however our anxieties can sometimes get the best of us. It’s important to know how to cope with your anxieties and fears if they get out of control.
With this in mind, here are some tips that a person can use to help manage their daily stresses and anxieties.
1. Take a break: Sometimes, we get stressed out when everything happens all at once. When this happens, a person should take a deep breath and try to find something to do for a few minutes to get their mind off of the problem. A person could take a walk, listen to some music, read the newspaper, or do an activity that will give them a fresh perspective on things.
2. Carry a small notebook of positive statements with you: Whenever you come across an affirmation that makes you feel good, write it down in a small notebook and carry it around in your pocket. Whenever you feel anxious, open up your small notebook and read those statements.
3: You can’t predict the future: While the consequences of a particular fear may seem real, there are usually other factors that cannot be anticipated and can affect the results of any situation. We may be ninety-nine percent correct in predicting the future, but all it takes is for that one percent to make a world of difference.
4. Challenge your negative thinking with positive statements and realistic thinking: When encountering thoughts that make you fearful or depressed, challenge those thoughts by asking yourself questions that will maintain objectivity and common sense. Focus on the reality of your situation and not on your thoughts.
5. Divide your activities into separate steps: When facing a current or upcoming task that overwhelms you with a lot of anxiety, divide the task into a series of smaller steps and then complete each of the smaller tasks one step at a time. Completing these smaller activities will make the stress more manageable and increases your chances of success.
6. Take advantage of the help that is available around you: If possible, talk to a professional who can help you manage your depression and anxieties. They will be able to provide you with additional advice and insights on how to deal with your current problem.
BIOGRAPHY
Stan Popovich is the author of the popular managing fear book, “A Layman’s Guide To Managing Fear”. For more information about Stan’s book and to get some free mental health advice, please visit Stan’s website at http://www.managingfear.com
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Health Technology
Article | September 12, 2023
Stay at the forefront of the digital healthcare revolution by mastering EHR analytics. Discover the top EHR certifications that provide comprehensive training and industry-recognized credentials.
As healthcare organizations increasingly embrace digital solutions, the demand for skilled professionals well-versed in EHR analytics continues to soar. Numerous certifications and courses have emerged to meet this demand, offering comprehensive training and industry-recognized credentials.
This article delves into the top EHR certifications and courses, exploring their unique features, advantages, and opportunities for professional growth and advancement.
1. Certified Electronic Health Records Specialist
By pursuing this course, participants will gain knowledge and practical skills in EHR, medical billing & coding, anatomy & physiology, medical terminology, medical law and ethics, and health insurance in the United States. This electronic health record specialist certification includes hands-on exercises using specialized software to create patient records, generate lab reports, and take notes & codes. Furthermore, it emphasizes the legal aspects of patient confidentiality and the responsible disclosure of medical records, ensuring a solid understanding of privacy regulations and ethical obligations within the healthcare industry.
2. Deep learning in Electronic Health Records - CDSS 2
The course provides a comprehensive overview of the fundamental principles of electronic health records (EHR) while also addressing the challenges of applying time-series classification methods to EHR data, such as missing values and variable heterogeneity. Professionals will learn various imputation techniques and encoding strategies to handle these challenges effectively. Upon completion of the course, University of Glasgow awards a certificate. Additionally, this electronic health records certification explores the role of clinical decision support systems (CDSS) in analyzing data to aid healthcare providers in making informed decisions and improving patient care.
3. Introduction to Electronic Health Records
The course aims to provide an introduction to the field of digital health, covering essential concepts and definitions in this emerging area. It encompasses various vital topics, including Learning Health Systems, EHR, and a wide range of digital health technologies such as mobile applications, wearable devices, health information systems, telehealth, telemedicine, ML, AI, and big data. The EHR analytics course evaluates these technologies by examining the opportunities and challenges they present and the evidence of their effectiveness in the context of digital health, both globally and within public health and healthcare domains. This electronic health record certification includes a case study on using digital health technologies to address various aspects of the global response to COVID-19.
4. Interprofessional Healthcare Informatics
This course is offered jointly by the University of Minnesota and its National Center for Interprofessional Practice and Education. It provides a hands-on and interactive exploration of fundamental informatics tools and techniques, incorporating technology-enabled educational innovations to enhance the learning experience. The ten modules in the course will help participants create an online learning community and a functioning healthcare informatics network. The EHR analytics course covers multiple topics, such as emerging technologies, telehealth, gaming, simulations, and eScience. It aims to collectively imagine and shape the future of healthcare informatics within the rapidly evolving landscape. The course welcomes healthcare professionals and IT enthusiasts, encouraging a diverse and interdisciplinary approach to learning.
5. Certified Electronic Health Records Specialist
The Certified Electronic Health Records Specialist (CEHRS) course is a fully-online program designed to train individuals to become certified specialists in electronic health records. It equips participants with the necessary skills to navigate EHR systems and pass the CEHR certification exam. In this EHR certification program, professionals will learn essential tasks such as auditing patient records for compliance, extracting clinical information, coding for reimbursement claims, processing medical record requests, reviewing documents for accuracy, collecting patient data, and facilitating communication with healthcare professionals and insurance providers. The course focuses on hands-on experience with actual EHR software, provides an overview of EHR systems, emphasizes compliance with HIPAA regulations, explores various medical record components, and trains students to track vital patient information and report public health data effectively.
6. Electronic Healthcare Records Basics, Plain & Simple
This EHR analytics course emphasizes the critical role EHRs play in improving healthcare services. The course holds immense importance as it delves into topics such as the comparison between digital and paper patient records, definitions of EMR, EHR, and PHR, the necessity for a unified view of records, the critical components of EHR systems, perspectives from both patients and clinicians, technology-related challenges, the concept of meaningful use, and the impact of the 21st Century Cures Act in facilitating advancements in healthcare. By undertaking this course, participants will acquire comprehensive knowledge as well as an understanding of EHR systems and their potential for revolutionizing healthcare delivery.
7. Records and Health Information Management
This comprehensive EHR training certification program has been designed for professionals looking to advance their careers or seeking to stay up-to-date in the medical field and prepare for industry-standard certification exams. The course covers essential skills such as processing patient admission and discharge documents, accurately recording and maintaining information in the electronic medical record (EMR), understanding third-party reimbursement terminology and concepts, and utilizing computer hardware as well as software to enter and process data using medical record software. Learners can get an excellent opportunity to gain comprehensive insights into electronic health records and enhance career prospects in the healthcare industry.
Closing Lines
The EHR analytics certifications discussed in this article offer healthcare professionals invaluable opportunities for long-term success and growth in the evolving realm of healthcare informatics. By acquiring the necessary skills and knowledge through these programs, professionals can enhance their proficiency in managing and utilizing EHR systems, positioning themselves as highly sought-after assets within the healthcare industry.
The comprehensive EHR certification training provided by these certifications and courses not only equips individuals with the technical know-how but also grants them industry-recognized credentials that validate their expertise. This recognition opens doors to diverse career pathways, including positions in healthcare organizations, consulting firms, research institutions, and governmental agencies. Moreover, staying abreast of the latest developments in EHR systems through continuous education ensures professionals remain at the forefront of technological advancements, enabling them to adapt and thrive in a fast-paced digital healthcare landscape.
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Digital Healthcare
Article | November 29, 2023
The healthcare industry has become a prime target for cybercriminals in recent times.
According to The State of Ransomware in Healthcare 2023 report from Sophos, six in 10 healthcare organizations have been hit by ransomware in the last 12 months, up from 34% in 2021.
Among this uptick have been several headline-grabbing attacks. For example, Shields Health Care Group became the subject of the single-largest breach affecting any organization globally in April 2023, when 2.3 million patients of the Massachusetts-based medical services provider had their personal data stolen after a cybercriminal gained unauthorized access to the organization’s systems.
Meanwhile, in the UK, a ransomware attack on the University of Manchester occurred in June, affecting an NHS patient data set holding information on 1.1 million patients across 200 hospitals.
Critically, the wealth of data housed in healthcare networks, and the potential impact of data unavailability in healthcare, make the industry both attractive and lucrative to threat actors.
It’s no coincidence that the Sophos report shows the rate of encryption in the healthcare sector is at its highest level in recent years. Of those healthcare organizations which suffered a ransomware attack in 2023, 73% had their data encrypted – up from 61% in 2022. When cybercriminals can successfully take down hospital systems and/or encrypt patient data so it can’t be used, they can blackmail health service providers, demanding significant sums before reinstating systems and/or data availability.
Considering healthcare's critical role as the highest-stake industry in our society, where people's lives depend on its success, the likelihood of attackers achieving their goals is greater than in other sectors, as confirmed by the Sophos report. Indeed, of the 73% of healthcare organizations that had their data encrypted, 42% reported that they paid the requested ransom to recover data.
DSPT and the compliance burden
Without question, the security-related challenges in healthcare are mounting. Right now, industry organizations are operating against a backdrop of unprecedented operational and workforce pressures, spiralling demand for care and industrial action.
Moreover, there is a growing regulatory burden, with organizations continually asked to comply with evolving cybersecurity rules, battling with multiple compliance mandates at any given time.
Take the NHS as an example. According to the 2023 NHS Providers’ Regulation Survey, just over half (52%) of respondents said the regulatory burden on their trust had increased. And this is expected to ramp up further in the future, with the UK government setting out a new 2030 strategy aimed at bolstering cyber resilience in healthcare.
Among the compliance burdens that the NHS faces is the challenge of meeting the requirements of the newly updated Data Security and Protection Toolkit (DSPT).
Mandated to minimize cyber risks and enable healthcare providers to maintain a robust information security posture, the DSPT is not a simple checklist of security controls, but a comprehensive toolkit to evaluate current security maturity and establish a risk management programme.
Indeed, in more recent times, DSPT has moved away from being a guide for achieving certain levels of assurance, and toward a mandatory evidence-based system which demands NHS organizations align with 10 precise National Data Guardian (NDG) standards: 1. The organization assures good management and maintenance of identity and access control for its networks and information systems. 2. The organization closely manages privileged user access to networks and information systems supporting essential services. 3. The organization ensures passwords are suitable for the information being protected. 4. Process reviews are held at least once a year where data security is put at risk and following security incidents. 5. Action is taken to address problems as a result of feedback at meetings. 6. All user devices are subject to anti-virus protections, while email services benefit from spam filtering and protection deployed at the corporate gateway. 7. Action is taken on known vulnerabilities based on advice from NHS Digital, and lessons are learned from previous incidents and near misses. 8. The organization has a defined, planned and communicated response to data security incidents impacting sensitive information or key operational services. 9. The organization has demonstrable confidence in the effectiveness of the security of technology, people, and processes relevant to essential services. 10. The organization securely configures the network and information systems that support the delivery of essential services.
Reducing Compliance Challenges with the Right Solutions
Taken individually, these standards may not seem too strenuous to adhere to. However, to be compliant with DSPT, all 10 items need to be completed and deemed ‘satisfactory’.
To tick all 10 key boxes in the most effective and efficient manner simultaneously, organizations should consider their strategy carefully. This could involve embracing supportive tools to accelerate and enhance their compliance journey.
Boiled down, DSPT demands several key things, including unincumbered visibility of the entire ecosystem, as well as the ability to demonstrate secure access, logs and storage, and essential auditing processes to maintain data security.
Achieving these things might appear complicated, even daunting. However, there are solutions known as Security Information and Event Management (SIEM) systems on the market that can make achieving these capabilities, and in turn DSPT compliance, easy.
Here, we outline some of the key features to look out for to meet compliance: • Log retention: A modern SIEM should be able to provide a centralized log storage and big data platform that scales to any organization’s size. Platforms should be able to provide role-based access to log data, including ‘data privacy’ functionality that can mask sensitive data until approved. Log data should not be modified or removed by users once ingested into the platform, while all data held should also be indexed and fully searchable. • Identifying and disabling unnecessary accounts: A good SIEM will also provide account auditing facilities for Active Directory that allow administrators to quickly identify dormant accounts. They should also be able to remove privileged user access when no longer required or appropriate. More sophisticated platforms will be able to do this in an automated manner. • Easy identification of issues: Clear and easily readable dashboards, alerts and reports for user logging activity should be provided, including failed login, apparent brute-force attempts, and bad password management practices. Further, those using machine learning will be able to identify unusual behavior patterns based on a baseline of activities of users and their peer group. • Integrate with third-party threat feeds: It will also be able to integrate with a wide variety of third-party threat feeds that provide information about specific known threat payloads/hashes and destination domains/addresses.
Meeting the mandate
Of course, having the right features in place is only part of the puzzle. For organizations to be truly successful in embracing tools that enable them to meet DSPT compliance more effectively, they should work to ensure that solutions providers offer them ongoing support – both in terms of ease of deployment and to ensure that they are using key systems in an optimal manner.
Scalability is another important aspect to consider.
Systems should be able to scale and continue to support the organization as data volumes increase and become more complex over time.
In respect of scalability, organizations should take time to think about pricing models, ensuring that these are based on the number of devices (nodes). In doing so, it will become easier to accurately budget future costs, as well as provide greater budgeting certainty over the short, medium and longer term.
A converged SIEM allows organizations to prioritize the big picture over individual tools, enabling them to develop a seamless and easy to use security operations setup. Not only does this approach boost cost transparency and eliminate potential complexities with managing a variety of siloed products – equally, it reduces the burdens on security teams, eliminating complexities over system integration and enhancing performance.
A converged SIEM combines key technologies easily to offer improved security outcomes. In doing so, organizations can easily home in on specific standards and adopt security best practices while reducing the burden on security teams tasked with meeting DSPT compliance.
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