Four Ways Hospital Pharmacies Can Leverage Data Analytics

As health systems face new performance-based reimbursement models, diminishing resources and increasing prescription drug spending that is expected to grow at a rate of 5% annually over the next five years, hospital pharmacy leaders are turning to data analytics.1 Yet, it is estimated that 70 to 80 percent of business intelligence initiatives fail to deliver promised results.2 This is because tracking and analyzing data often takes longer and is more costly than expected.

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Regional One Health

Regional One Health is a healthcare system providing accessible, efficient, quality healthcare for individuals in the Mid-South. Its primary service area includes west Tennessee, east Arkansas and north Mississippi. Regional One Health is home to the nation's most gifted and sought-after medical professionals. We are the Mid-South's finest teaching hospital where over half of all medical professionals in Tennessee have completed at least part of their training…

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Health Technology, Digital Healthcare

Most Popular Healthcare Supply Chain Trends for Next 05 Years

Article | August 21, 2023

Introduction Top Upcoming Healthcare Supply Chain Trends to Know About Immediate Access to Medical Supplies Emphasis on Visibility and Tracking Investment in Technologies Artificial Intelligence Cloud Computing Data Analytics Healthcare Supply Chain Management Solutions: Features and Significance Why Is Supply Chain Management Software Gaining Prominence in Healthcare? Closing Thoughts Introduction With the ever-evolving and changing nature of the healthcare industry, organizations are discovering new methods to eliminate waste, reduce costs, and prioritize patient concerns. Despite the fact that the COVID-19 pandemic has shown the vulnerabilities of healthcare supply chains and caused shortages of personal protective equipment (PPE) and other essential medical supplies, it has served as a catalyst for innovation and digital transformation in healthcare supply chain management solutions. Healthcare and medical organizations have learned the hard way to let go of the traditional ways of thinking, such as a mindset that prioritizes just-in-time supply chains and logistics optimization over everything else. Tight, fragile supply networks and lousy inventory management have caused severe shortages of pharmaceutical and medical supplies in the past. However, with the emergence of innovative technologies and trends, now is the time to adopt a new mindset that emphasizes supply chain resilience, flexibility, and agility, making supply chains stronger and adaptable. This will enable healthcare spaces to handle unexpected spikes in demand and survive unpredictable disruptions brought on by pandemics, natural disasters, or cyberattacks in the future. Top Upcoming Healthcare Supply Chain Trends to Know About In recent years, healthcare providers have been concentrating on supply chain management solutions not only to increase the effectiveness of supply chain networks but also to gain more visibility into the entire supply chain. With the goal of streamlining the ordering process, enhancing demand planning & inventory management, and informing purchasing contract decisions, healthcare providers have started to understand the potential of advanced healthcare supply chain solutions. Since then, these organizations have recognized the value of an efficient and dependable supply chain as a critical competitive differentiator. A substantial rise in medical and healthcare spending is being witnessed across the globe due to the rapidly increasing number of various diseases and conditions, such as chronic ailments, infectious diseases, and genetic disorders. According to a study, the national health expenditure in the U.S. reached US$ 4.1 trillion in 2020, including the spending of US$ 829 billion on Medicare and US$ 671 billion on medical aid. Hence, healthcare organizations, manufacturers of medical devices, and other entities participating in the medical supply chain are investing in innovative supply chain and logistic solutions to provide optimal and timely treatments to patients. Innovation is not only crucial for lowering operating expenses and simplifying business processes, but it is also necessary for providing superior care to patients and enhancing clinical outcomes. Let's see some of the top healthcare supply chain trends that are revolutionizing the healthcare sector. Immediate Access to Medical Supplies Medical equipment and component shortages are not new challenges for the healthcare industry. Hospitals and other medical establishments have faced continual disruptions in the supply chain over the last decade, starting from personal protective equipment and medical device shortages to improper management of medical inventory. This was especially witnessed in the past two years, during the COVID-19 pandemic. Healthcare producers previously adopted a strategy to either pay higher premiums for medical equipment or stockpile them on their balance sheets. However, the issue with this strategy was that during the acute and unprecedented shortage, fewer devices and parts were left to acquire and keep in inventory, which has compelled hospitals to adopt a more cautious supply chain strategy. Medical establishments need a more diverse pool of suppliers and cannot only rely on just-in-time inventory ordering. Hence, a swift rise in inclination toward adopting sophisticated supply chain solutions is being witnessed across the industry to monitor certain suppliers' run rates. This enables modern healthcare organizations to create more resilient and robust hospital supply chains and provide immediate access to medical inventory. Emphasis on Visibility and Tracking One of the most prevalent healthcare supply chain trends witnessed across the industry is the growing focus on visibility and tracking. Obtaining medical supplies, equipment, drugs and others safely, timely, and accurately from the factory floor to patients is the responsibility of the healthcare supply chain. As the industry shifts to value-based care models, the healthcare supply chain is experiencing enormous pressure to increase visibility, decline costs, and improve outcomes. With the advent of online shopping and the introduction of novel medical e-commerce platforms, manufacturers and suppliers of healthcare products are focusing on real-time tracking during transit and logistics operations. As a result, they are increasingly adopting advanced healthcare supply chain management software to enhance visibility, stream operations, and decrease delivery time. Investment in Technologies The efficient management of the healthcare supply chain is paramount for proper patient care and inventory control. The implementation of digital healthcare technology is an essential step toward the achievement of a higher level of efficiency in supply chain management. Digital healthcare logistics and supply chain solutions have the potential to generate long-term value for healthcare providers, which is one of the main aspects driving the transformation away from the conventional healthcare supply chain. It is improving patients' access to care while making it more efficient, cost-effective, and secure. In addition to this, the integration of advanced technologies is assisting hospitals and healthcare providers in reducing operational costs and identifying appropriate growth opportunities. The following are the technologies healthcare organizations are investing in to strengthen their supply chain management Artificial Intelligence The healthcare supply chain trend that is paving the way in the industry is artificial intelligence (AI). It is the future of the healthcare supply chain. The integration of the technology assists in improving logistics efficiencies via quicker data processing, continuous process improvement, and accurate demand-supply forecasting. By connecting historical data with external patterns that affect production, AI presents a chance to greatly increase the speed and precision of healthcare logistics and supply chain activities. In addition, it enables medical equipment manufacturers and suppliers to constantly record crucial operational data and preserve institutional expertise for future use. Cloud Computing Cloud computing technologies have played a significant role in transforming the healthcare supply chain management that is used today. It reduces expenses, shortens logistics operations, and increases data security by centralizing data and providing access to that data to numerous associated entities. With technological advancements, cloud computing is anticipated to gain huge popularity in creating a resilient supply chain with a well-knitted network of healthcare providers, manufacturers, and suppliers. And also provides next-generation features, such as transport route optimization and automatic inventory management. Data Analytics Data analytics provides a broader range of in-depth information that can be used to make operational processes more effective, inventory management more strategic, and decisions more accurate. It also assists in transforming the healthcare supply chain by providing access to cutting-edge methods like data mining, predictive forecasting, and predictive analytics to foresee future events with precision, assisting healthcare providers in forecasting further demand and supply interruptions. In addition to the increasing need for declining costs and transit time, drug manufacturers and healthcare aid suppliers are investing in advanced data analytics to assist them in visualizing the whole supply chain, including its pain points, inefficiencies, and strengths. Healthcare Supply Chain Management Solutions: Features and Significance The healthcare industry as a whole is thriving, and this growth is reflected in the more sophisticated and digital nature of healthcare supply chain management software. The solution helps medical facilities see the big picture by coordinating and integrating procedures that manage and control the flow of money, data, and items as a product or service, all the way from the point of production to healthcare spaces, allowing for more efficient care. The primary goals of these supply chain solutions, such as healthcare logistics software, are to improve visibility and efficiency throughout the distribution network. In recent years, these goals have expanded to include the strategic objective of improving supply chain agility and resilience— to cope with times of uncertainty, shortages, and volatility in demand and supply conditions. Getting supply chain management right in healthcare means that participating players will be able to effectively identify and resolve bottlenecks, possible interruptions, and other issues that arise anywhere along the end-to-end supply chain. As one of the features, these supply chain solutions have the potential to improve patient care and safety while reducing waste and wasteful expenses. Let's see a few more features of healthcare supply chain management software Procurement Management Logistics Management Inventory Management Order Management Warehouse Management Supplier Relationship Management Why Is Supply Chain Management Software Gaining Prominence in Healthcare? Due to increasing instances of medication and healthcare aid shortages, a strong need for modernizing the healthcare supply chain is being experienced by numerous hospitals, drug manufacturers, and suppliers. In addition, the growing use of medical e-commerce is further increasing the complexities in the inventory and logistics operations, making it difficult for the players mentioned above to provide timely delivery, reduce wastage, and ultimately save patients. To counter these challenges, medical establishments are emphasizing adopting more advanced and resilient supply chain management solutions, which assist them in streamlining and automating routine manual processes such as logistics operations, planning, forecasting, and others. The following are more reasons to encourage healthcare establishments to adopt resilient supply chain management software Logistics and Shipping Optimization Reduce Cost Effects Enhance Quality Control Increase Flexibility Better Collaboration with Suppliers Reduce Inventory and Overhead Costs Increase Output Enhance Transparency Decrease Delivery Time Closing Thoughts In today’s constantly evolving healthcare sector, medication manufacturers and hospitals are looking to adopt innovative solutions, such as healthcare logistics software, to eliminate waste, reduce costs, and improve patient care. The growing integration of AI, predictive analysis, blockchain, and other technologies is playing a major role in modernizing the healthcare supply chain and streamlining operations by automating and improving decision-making abilities. As the healthcare supply chain trends discussed above keep on creating new roads in the industry, supply chain management solutions, such as healthcare logistics software, are anticipated to become a necessity in the future. Thus, ahead-of-the-curve healthcare providers are seizing this instance as an opportunity to invest in cutting-edge technologies and shift towards using digital solutions to make their supply chains more robust and improve the flexibility of their logistics operations. FAQ What is Healthcare Supply Chain Management Software? Ans: A healthcare supply chain management software assists medication manufacturers and hospitals in sourcing, tracking, quality control, and logistics by automating operations, enabling them to manage costs, time, and inventory by planning and forecasting trends. What Are the Types of Supply Chain Management Software Used in Healthcare? Ans: The most common types of supply chain management software used across the healthcare sector are Logistics Sourcing and Procurement Inventory Management Warehouse Order Processing Shipping What Are the Key Performance Indicators of Supply Chain Management Software in the Healthcare Industry? Ans: Key performance indicators of supply chain management software in healthcare are Reduction in Cost Enhancement in Customer Service Time to Customer Forecasting Accuracy Flow of Logistics Process

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Digital Healthcare

How Virtual Care and Telehealth are Redefining Healthcare

Article | November 29, 2023

Virtual care and telehealth are no longer seen as merely an innovative method of delivering healthcare; technology is now indispensable to protecting patients, staff, and PPE resources amid the coronavirus pandemic. In a recent Harvard Medical School blog, Lee H. Schwamm, MD, shared that “telehealth, the virtual care platforms that allow health care professionals and patients to meet by phone or video chat, seems tailor-made for this moment in time… The current crisis makes virtual care solutions like telehealth an indispensable tool.” He believes that the role of telehealth is vital to our country as “it can help flatten the curve of infections and help us to deploy medical staff and lifesaving equipment wisely.”

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Health Technology

How AI is levelling the playing field when it comes to gender and healthcare

Article | September 12, 2023

Global efforts to tackle gender inequality have grown in recent years. But there is still so much to be done. Figures from the United Nations show that outcomes for women and girls continue to lag across a range of issues, including poverty, education, work and health. And according to the World Economic Forum, at the current rate, it will take 108 years to close the gender gap. Although healthcare is founded in objectivity and science, gender bias is still remarkably common. We wanted to understand more about female perceptions of healthcare, so we undertook consumer research that delved into the experiences of women compared to men. The results pointed to a clear disparity, finding that women are less likely to visit the doctor when they have symptoms of ill health and, in some cases, are taken less seriously when they do seek medical advice. Women being left behind According to our research, a significant proportion of British women feel disappointed in the healthcare they receive, with one in five reporting they weren’t taken seriously when presenting symptoms to a healthcare provider. What’s more, a staggering one in four said they are reluctant to seek medical advice at all for fear of wasting a GP’s time. These statistics suggest that, not only are female experiences of healthcare damaging their relationship with clinicians, but they could be eroding confidence in recognising and acting on warning signs and symptoms too. This sentiment is particularly evident when focusing on cardiac care. One in eight women (13%) feel ignored when presenting symptoms of heart disease to healthcare professionals, compared to just 4% of men. And of UK adults who have received a coronary heart disease (CHD) diagnosis, women experiencing symptoms were 55% more likely than men to visit the doctor multiple times before receiving a referral for further investigation. On top of this, women are five times more likely to receive a false finding from the cardiac stress tests that are traditionally used to assess heart health. “There does appear to be a gender bias in onward referral to secondary care and for diagnostics in the local area, which is influenced by the attending healthcare professionals’ risk assessment. Traditional teaching has led to gender bias, as we are programmed to attribute a lower level of pre-test probability and risk to females. This may have contributed to a general lack of awareness around cardiovascular health in women. For example, in a survey I carried out among more than 600 female employees working within North West Anglia NHS Foundation Trust, 82% said they didn’t feel informed about their cardiovascular health. Considering participants included some of the most medically informed women in the UK, the results speak volumes about how we view cardiac health among women.” - Dr Rebecca Schofield, consultant cardiologist at North West Anglia NHS Foundation Trust These widespread misconceptions around heart disease and heart attacks are often exacerbated by what we see in the media – think of the countless TV stereotypes of male characters clutching their chests and falling to the floor. But given that CHD is responsible for one in 13 female deaths, it appears that public health efforts have failed to make people aware of the risks for women. It is, perhaps, not surprising then that 42% of women with CHD did not immediately recognise their symptoms as signs of heart disease. In short, women are missing out on time-critical diagnoses and treatment due to a lack of awareness and education among both healthcare providers and the public. Technologies making a difference Thankfully, progress is being made to improve healthcare outcomes for women. Innovative technologies are increasingly providing diagnostic solutions that can reduce incidences of human bias and give clinicians greater clarity on the presence or severity of different conditions in their female patients. For example, AI is already being used to detect diseases such as cancer more accurately. Its adoption is facilitating reviews and translations of mammograms 30 times faster, with 99% accuracy, reducing the need for unnecessary biopsies. There’s extraordinary potential for AI and healthcare, and it’s something the NHS continues to recognise, most recently with the launch of its Artificial Intelligence Laboratory (AI Lab) and NHS England’s (NHSE) MedTech Funding Mandate. The latter aims to accelerate the uptake of selected innovative medical devices, diagnostics, and digital products to patients. As part of the NHS efforts, NHSE has mandated the HeartFlow Analysis for use in hospitals across England for patients, male or female, who might otherwise be sent for a cardiac stress test. The HeartFlow Analysis is a gender-neutral technology that takes data from a coronary CT scan of the heart and leverages deep learning (a form of AI) and highly trained analysts to create a personalised, digital 3D model of each patient’s coronary arteries. This then helps clinicians to quickly diagnose CHD and decide the appropriate treatment for patients of any gender. Time spent in hospital is minimised for patients and often layered testing and unnecessary invasive diagnostic procedures can be avoided. Final thoughts While AI is helping us tackle gender bias in certain areas such as oncologic and cardiac testing, healthcare professionals are not absolved of responsibility when it comes to confronting this problem. It remains incumbent upon clinicians to recognise unconscious bias that would deter them from referring women or minority patients for much-needed testing. Outside of the hospital, public health education efforts must expand so that far more of us can recognise shortness of breath, nausea, vomiting, back or jaw pain, and other symptoms beyond chest pain to be indicators of a heart attack in a woman. Knowing what to look for and overcoming personal bias that might lead to these signs being disregarded, may allow us to help one of the more than 100 women who will experience a heart attack in the UK today.

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Health Technology

Digital Innovation – a pathway for better life!

Article | November 1, 2021

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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Spotlight

Regional One Health

Regional One Health is a healthcare system providing accessible, efficient, quality healthcare for individuals in the Mid-South. Its primary service area includes west Tennessee, east Arkansas and north Mississippi. Regional One Health is home to the nation's most gifted and sought-after medical professionals. We are the Mid-South's finest teaching hospital where over half of all medical professionals in Tennessee have completed at least part of their training…

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