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 | August 31, 2023
Throughout my professional carrier, I iused to visit many companies involved in drug discoveries and had seen the challenges they go through. Some are pleasant as the investigational molecules were moving forward in value chain whereas few faced bottlenecks at the end. The association with Pharma industry over the years had taught me about many new ideas and allowed me to see that how innovative ideas are impacting our social and scientific world to a great extent. The changes we see today, are the results of ideas came from various quarters globally and I feel digital innovation had shaped today’s world differently. The impact of digital platform in today’s Pharma world is a “Game-Changer".
Innovation is a continuous process which simplifies challenges into reality and plays a very important role in our society. Centuries ago, scientists used to spend years in laboratories to understand material science. The chemical science evolved around discovering elements, synthesis of compounds or even isolating products from natural resources. Today’s world is highly indebted to those discoveries and efforts and modern science has gradually moved towards digital platform. Last few decades, innovations based on new technology platforms has made huge impact in scientific discoveries and few such ideas and action I feel has brought significant changes. Our lifestyle and social environment have witnessed deep impact due to such innovation. The chemical science is evolved not around only chemists today but have huge influence of mathematicians and technologists for faster development.
Advancement of digital science, new algorithms to solve the problems has modified the way of drug discovery to a great extent. In the recent past, we were heavily depended on big machines, but innovation has brought the whole items in a small packet now. The technology platform is modified, speed has increased in identifying new drugs with artificial intelligence (AI) and machine learning is accelerating the drug discovery and development processes. Today’s Pharma industries for commercial supplies are now depended on automation, optimization of the manufacturing processes, as well as designing effective marketing and post-launch strategies. The process is aimed to have better control on the operation, improving safety and better predictability of quality. For conducting clinical trials, identifying patient’s profile, an eligibility criteria is crucial which has been made by the processes being faster and cost effective by introducing Artificial Intelligence (AI).
Earlier when focus was to identify the origin of life, finding new elements, compounds or building blocks, today’s world is heavily dependent on data or ‘Big Data’. The amount of information available throughout drug discovery and development process, analyzing, interpreting, and predicting right candidate require high-performance systems to analyze data properly and derive value from it. There is advancement of analytical techniques, which provides more accurate information about the clinical trial reports and the data across patient pool, zeroing down towards right candidate is a real challenge and there are several AI enabled tools available where the processing time is reduced significantly which might have taken several years. The exciting part is that innovation is not only limited to laboratory work but works in coordination of mathematical interpretations, data analysis and provide significant clues to develop new molecules and even provide approach towards therapeutic categories. Currently available advanced technologies enhance drug development process, making it less time-consuming and cost-effective process where AI can recognize hit and lead compounds, and provide a quicker validation of the drug target and optimization of the drug structure design. Data scientists play a very significant role in all these activities.
Innovation focusing personalized medicine is now a reality and companies involved in such basic research have made breakthrough to understand how the human body responds to drug. Software solution is also available for simulating effects of drugs in patient body based on individual characteristics, scientific data for real time prediction of efficacy and drug interaction on individual. These predictive models are shortening drug discovery pathways to a great extent. Small molecule drugs or even large molecules development are heavily depended today on such modelling and predictive approach. The aim to reduce cost of drug development, shortening discovery path, focus on clinical trial mechanism is more productive with a higher success rate. During the pandemic period, in a shortest possible manner, several companies started working to develop new drugs or vaccines using drug-specific exposure models for drugs under investigation for the treatment of Covid-19.
Similarly, discovery platform is also working on cutting edge technology ‘Organ-on-a-chip’ that can emulate the physiological environment and functionality of human organs on a chip for disease modeling, mimicking the impact and could be a game changer in future. I will be happy to see when technology platform can accurately predict human mind and with the help of AI, can find a probable solution to avoid any such complex conflicts. It would be interesting to see that AI is analyzing and predicting the chemical change in the bodies impacting human mind and analysisng it quickly to predict psychological behavior of the patient and guide physician for right therapy. This may lead to predicting problems one may face in old ages where the decays may be prevented at early stage. This is a challenge but understanding and predicting psychological behavior may improve patients’ life. Depression and its remedy may be based on understanding changes, patterns of physicochemical behavior and its impact during mood swing and predicting such things in advance by using the advanced AI tools could be a game changer.
Another path breaking development where technology involving both engineers and scientists to help drug design to obtain maximal therapeutic benefits for patients including designing drug delivery systems and biomedical devices is 3D-printing technology. This involves high end computer simulations making analysis faster and predictive than before. Influence of 3D printing in designing variety of dosage forms has simplified its preparation. Though further study is under progress but the technology implementation at late has reduced cost of drug development to a significant extent and will add value in future drug development. It is interesting to see how this 3D printing technology works on human brain mapping and predicting a right path for treatment for betterment of large patient pool. Today with advanced technology, we are now more dependent on machines, limited close interaction with our near and dear ones, but created more friends on social platform. Though life looks easy, but over dependent on machines is creating another complex environment and this growing complexity may change the disease pattern. It will be interesting to see that how these technology platforms improve further to ease out such complexities for a healthy future.
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Health Technology
Article | September 12, 2023
It is no doubt that the disappointment of a failed launch or campaign is one that is costly, especially in the healthcare industry. However, becoming acquainted with the possible flaws in your marketing strategy is the first way to remedy the situation and achieve your business goals.
With the new rise of post-pandemic integration of businesses into online systems, consumers have become more selective than ever when it comes to the brands they are willing to buy from and support. Healthcare businesses are re-orienting into greater awareness about their online presence and visibility.
No Marketing Strategy
The first mistake one could make is having no marketing strategy to begin with. Some healthcare businesses think that they can DIY their online content marketing strategy. I’m here to tell you that could not be farther from the truth. Putting strategy on the back burner is the equivalent of flushing money down the drain.
Having a custom marketing strategy that takes your readers through a journey on your website ending in your desired conversion is essential for success online. The same content strategy is one that needs to be implemented effectively across all your social media platforms, and used to hit your target audience at multiple touch points.
No Target Consumer
Generalising information and attempting to create content for everyone is the second most common mistake. A lack of targeted action is bound to decrease the effectiveness of your marketing campaigns. One of the most essential parts of establishing a content strategy that increases your revenue, is specifying your target group. For a brand that sells health enhancing supplements, this could be 50-70 year old African American men and women who want to live longer and healthier.
The next step after identifying your target consumer, is to create an avatar profile that includes all details about your customer’s age, gender, marital status, income, residence, their daily struggles and needs and many more. Personalising the service and products you provide, and tailoring them in this way is going to get you more engagement and clicks, which will convert into red hot leads.
Inconsistent Branding
The third most common marketing mistake you may be making is lack of consistency with branding. This one is important because your reputation as a health business is vital to your success in the industry. Logos are meant to have stories behind them that constitute the mission that brought about the creation of your brand.
But it’s not just logos, every piece of content on your website needs to be created with your strategic business objectives and aims in mind. You need to question if your brand promise aligns fully with your values and the level of service you are providing to your consumer. How is your brand contributing to their lives in unique ways? Is your brand easily recognisable to your target consumers?
Ignoring Credibility
It comes as a surprise that most health brands often neglect this strong aspect of marketing their business. If your services are not fully supported with a backbone of credible subject matter experts who are well known in their communities, your brand will not be recognised as an authority in your field, adding to the growing mistrust that consumers already feel.
One way you can improve this is to reach out to the influencers your target consumer already follows and knows, and involve them as part of your outreach. This will increase brand awareness and lead to more sales and more trust.
Another factor to never underestimate, is the power of positive reviews. Consumers trust each other more than they trust you, so enabling them to have conversations involving your service or products, including the ability to give a rating, is the optimum for increasing engagement, building trust and brand loyalty.
Lack of Healthcare Specific Approach
This is where you can assess your website to see if the content there is appealing to your patients or customers. Is it accessible and simple to understand for the average person, or is it full of medical jargon and complicated, dense information?
Many businesses forget that the core purpose of the healthcare industry as a whole, is still ‘care’. So are you caring and catering to your consumers by providing not just any information, but the information that they are specifically looking for? Are you answering their questions and tending to their concerns in a way that they understand and comprehend? Are you enabling them and empowering them to make informed decisions about their health?
These are all aspects that help build a long-lasting relationship with your customer in which they consistently turn to your services and products, because you have made your marketing strategy centered around them. You have made it easy for them to get the help they need.
By regularly providing content that is useful and full of value, search engines will begin to automatically direct more traffic to your website.
Lack of Relevant Metrics
Regularly assessing and improving on the efficiency of your marketing initiatives, is what will propel your business into new heights.
In the words of H. James Harrington, “measurement is the first step that leads to control and eventually to improvement”. You need to identify the metrics that directly correlate with your business objectives, and start actively examining them against your marketing campaign aims.
This will enable you to identify what messaging works on your consumers, leading to better outcomes for your campaigns.
The Bottom Line
Tweaking just one detail in your marketing strategy could be the key to multiplied revenue for your business. This is why it is important to work with experts in order to make sure you are aligned with your highest potential, enabling you to invest your time into the other aspects of your business that need it.If you would like to continue the conversation about how health content marketing could help your brand, feel free to reach out to me.
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Digital Healthcare, Medical Devices
Article | June 27, 2023
Explore a curated collection of EHR books while discovering the potential of exploring electronic health records books, empowering individuals to navigate complexities and make informed decisions.
Electronic health records (EHRs) have revolutionized the healthcare industry, streamlining patient data management and transforming how medical information is accessed, stored, and shared. A carefully curated list of essential EHR books can be an invaluable resource for healthcare professionals looking to expand their knowledge and expertise in this rapidly-evolving field.
Explore these electronic health records books that deepen insights and help navigate the intricate world of healthcare:
1. Connected for Health
Editor: Louise L. Liang
‘Connected for Health: Using Electronic Health Records to Transform Care Delivery’ explores the implementation of the world's most extensive non-governmental electronic health record system. The book delves into the far-reaching impact of this system on patient care outcomes, operational efficiency, safety, and patient engagement. Louise L. Liang draws upon valuable insights and lessons learned from the successful deployment strategy, showcasing how these technological tools are revolutionizing healthcare delivery and reshaping the organizational culture within the industry. This comprehensive resource sheds light on the transformative potential of electronic health records, offering a glimpse into the future of connected healthcare and its potential to improve patient experiences and drive positive change within healthcare organizations globally.
2. Hacking Healthcare
Authors: Fred Trotter and David Uhlman
‘Hacking Healthcare: A Guide to Standards, Workflows, and Meaningful Use’ is a concise and insightful book that critically evaluates the US healthcare system's adoption of electronic health records (EHRs) and other IT solutions to meet the government's meaningful use requirements. While acknowledging the tremendous opportunities for IT professionals, it also highlights the significant challenges of overhauling outdated record systems, workflows, and practices. EHR books, such as this one, provide a comprehensive overview by examining the unique characteristics of healthcare settings, exploring the complexities of transitioning from paper to digital records, analyzing billing and payment systems, emphasizing patient engagement through EHRs, and addressing the critical issue of avoidable errors.
3. The Innovator's Prescription
Authors: Clayton M. Christensen, Jerome H. Grossman, and Jason Hwang
‘Innovator's Prescription: A Disruptive Solution for Health Care’ presents a visionary prescription for reforming the ailing healthcare system. The book applies the principles of disruptive innovation to revolutionize the broken healthcare system. It identifies and addresses various symptoms, offering proven solutions that will improve the affordability and quality of healthcare. The book explores how precision medicine can reduce costs and deliver personalized care, how disruptive business models can enhance accessibility, affordability as well as quality, and how patient networks can improve the treatment of chronic diseases. Additionally, it highlights the need for employers to adapt their roles in EHRs to compete effectively in a globalized era.
4. The Guide to the Future of Medicine
Author: Bertalan Meskó
‘The Guide to the Future of Medicine (2022 Edition): Technology and The Human Touch’ is an insightful and authoritative book that examines the transformative power of electronic health records (EHRs) and other technological advancements in medicine and healthcare. The author comprehensively assesses how EHRs have revolutionized healthcare delivery, offering a roadmap to tomorrow's potential. By exploring the integration of EHRs with emerging technologies and trends, such as exoskeletons, social media for medical information, and supercomputers in medical decision-making, EHR books like this one offer patients, medical professionals, and healthcare stakeholders an enlightening and fact-based perspective on how technology can shape and enhance their well-being while preserving the essential human touch.
5. The Digital Doctor
Author: Robert Wachter
‘The Digital Doctor: Hope, Hype, and Harm at the Dawn of Medicine’s Computer Age’ explore integrating electronic health records (EHRs) into healthcare. Driven by compelling stories and astute analysis, the book addresses the challenges and opportunities presented by technology in medicine. It raises pertinent questions about the impact of digital systems on patient care, highlighting concerns such as the loss of human connection and the occurrence of medical errors despite computerization. With clarity and compassion, the author emphasizes the need to understand the transformative nature of technology in healthcare and advocates for its proper implementation to ensure a harmonious relationship between humans and machines.
6. The Internet of Healthy Things
Authors: Joseph C. Kvedar, Carol Colman, and Gina Cella
‘The Internet of Healthy Things’ explores the profound impact of IoT on healthcare, with a particular emphasis on electronic health records (EHRs). This integrated electronic health records book delves into the transformative potential of real-time biometric data in understanding the relationship between lifestyle and chronic diseases. The authors describe the driving forces behind this trend and unveil the business opportunities it presents for various sectors, including payers, providers, pharmaceutical and biotech companies, technology vendors, and innovative newcomers. The book provides insights into consumer behavior, strategies for designing compelling health devices and platforms, exploration of novel form factors for health information delivery, strategic guidance for startups and entrepreneurs entering the connected health market, and interviews with industry leaders and innovators.
7. Electronic Health Records
Author: Jerome H. Carter
The second edition of ‘Electronic Health Records: A Guide for Clinicians and Administrators’ offers medical professionals and administrators a comprehensive grasp of the functionality and significance of electronic health records (EHRs). The book addresses the numerous inquiries when assessing, procuring, and utilizing an EHR system. It is a valuable resource for individuals who remain undecided about investing in an EHR system or seek a comprehensive and up-to-date understanding of the growth potential and associated challenges of EHRs. The book offers insightful guidance and effectively combines written explanations with visual aids such as figures and tables. It is an exceptional resource for introductory courses on healthcare systems.
8. Ensuring the Integrity of Electronic Health Records: The Best Practices for E-records Compliance
Author: Orlando López
‘Ensuring the Integrity of Electronic Health Records: The Best Practices for E-records Compliance’ is a comprehensive guide that emphasizes the crucial role of data integrity in the design, implementation, and utilization of systems handling electronic health records (EHRs). The book highlights the importance of recording data accurately and ensuring its consistency throughout its lifecycle. Providing practical insights and up-to-date information enables a better understanding of the controls necessary for maintaining compliance with EHR regulations. With a specific focus on production and quality control systems in the pharmaceutical and medical device industries, the book addresses the suitability of EHR implementation, risk-assessed controls, and proper handling of EHRs, ultimately emphasizing the criticality of data integrity in ensuring patient safety and regulatory compliance.
9. Electronic Health Records
Author: Richard W. Gartee
‘Electronic Health Records: Understanding and Using Computerized Medical Records’ is an instructional resource for Health Information Management and Health Information Technology programs. Written by Gartee, this electronic health records educational book effectively utilizes EHR in medical practice through practical exercises and activities. Suitable for various educational institutions, the book includes a Student CD with networking capabilities. The ‘Medcin Software’, integrated into the instructors' manual, enhances learning with its multi-user functionality and widespread use in EHR systems. This comprehensive resource prepares students to apply their skills in real-world EHR applications.
10. Electronic Health Records and Medical Big Data
Author: Sharona Hoffman
‘Electronic Health Records and Medical Big Data: Law and Policy’ is a comprehensive book that offers a profound understanding of electronic health record (EHR) systems, medical big data, and the regulatory landscape governing them. It is a valuable resource for students and professionals alike, providing interdisciplinary analysis and insights. The book explores the impact of EHR systems on clinical care and the generation of medical big data, examining their benefits, drawbacks, and the legal framework surrounding their use. It addresses various challenges, including privacy, security, data quality, and analysis. With detailed recommendations for regulatory, policy, and technological improvements, the book emphasizes the vital role of the law in safeguarding and enhancing EHR systems and the medical big data derived from them. Its structure comprises two main parts, focusing on EHR systems in clinical settings and the utilization of medical big data for research and non-clinical purposes.
Final Chapter
This curated list of engaging electronic health records books serves as an essential read for patients, providers, and C-suite executives alike. These EHR books not only unravel the intricacies of the digital age but also provide valuable insights into the evolving healthcare industry. For healthcare professionals, these resources offer a deeper understanding of EHR implementation, usability, and the legal considerations surrounding them. Additionally, professionals can leverage the knowledge gained from these electronic health records educational books to navigate the complexities of integrating EHR systems within their organizations, driving strategic decision-making, and ensuring the delivery of effective and compassionate healthcare services. By embracing the transformative potential of these EHR books, informed by the wisdom shared within them, healthcare leaders can forge a path toward a more efficient, patient-centered, and technologically-advanced healthcare system.
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