Article | March 16, 2020
Artificial Intelligence (AI) is getting increasingly sophisticated day by day in its application, with enhanced efficiency and speed at a lower cost. Every single sector has been reaping benefits from AI in recent times. The Healthcare industry is no exception. Here is decoding the future trajectory of healthcare with AI. The impact of artificial intelligence in the healthcare industry through machine learning (ML) and natural language processing (NLP) is transforming care delivery. Additionally, patients are expected to gain relatively high access to their health-related information than before through various applications such as smart wearable devices and mobile electronic medical records (EMR). The personalized healthcare will authorize patients to take the wheel of their well-being, facilitate high-end healthcare, and promote better patient-provider communication to underprivileged areas. For instance, IBM Watson for Health is helping healthcare organizations to apply cognitive technology to provide a vast amount of power diagnosis and health-related information.
Article | March 5, 2020
Most physician outreach now takes place digitally or indirectly. This shift in engagement has made it crucial for sales and marketing teams in healthcare and life sciences (HLS) to be aligned with a unified strategy. That’s what we discovered at League. Founded in 2014, League is on a mission to consumerize health and benefits for employers. We started using Salesforce and Pardot in 2017. Back then, marketing and sales were disconnected, and this was impacting our overall performance in a negative way. Our solution was to develop our first account-based marketing strategy. We saw that ABM was a huge trend, and we loved the idea of choosing a set of target accounts, creating playbooks, and personalizing marketing campaigns to help drive meetings. Here’s how we adopted ABM at League, and the results of our ABM efforts.
Article | December 8, 2020
Let’s face it. It’s been one tough year with too many of us sitting idle and indulging in calorie-laden foods for way too long as the coronavirus pandemic continues to sweep the globe. For all too many, sheltering in place has prompted unwelcome weight gain—a troublesome truth as we head into the holiday season where gluttony oft reigns supreme.
That said, many individuals did have foresight and motivation back in March and the months that followed, wisely leveraging that extreme downtime to “diet for dollars” with HealthyWage—a pioneer of money-driven weight loss contests and challenges for individuals, teams and business groups. In fact, those who started a 6-month HealthyWager challenge during the pandemic (late March through May) broke company records, spurring a dramatic increase in pound shedding success rates—and in-kind cash payouts—against the norm. So motivated became America to drop, or avoid, the so-called ‘quarantine 15’ and score some cold hard cash in the process, HealthyWage reports that this past May it logged a substantial year-over-year increase in challenge participants at large. This is not surprising given Google search trends indicates the portion of people searching for weight loss hit a 5-year high in May of 2020—a level even exceeding the quintessential New Year’s diet resolution season.
Beyond the fact that people who started weight loss wagers during the pandemic achieved much greater success as compared to participant results the prior year, and earning hundreds and even thousands of dollars for their efforts, it is women and individuals under 30 years of age primarily accounting for the sustained increases. For example, among the litany of pandemic era success stories, Lisa S. won over $1,900 for losing 50 pounds in 6 months while Hayden T. won over $1,200 for losing over 62 pounds in 6 months—both during the COVID-19 pandemic.
As the coronavirus rages on well into the fourth quarter, we collectively find ourselves again having to shelter-in-place. Those trying to reconcile how they will survive this next round of being home bound, and the holiday season at large, with mitigated waistline and budgetary wreckage—and who are even planning their New Year resolution approach just beyond—would be wise to consider the gamified dieting approach. “Loss Aversion is a powerful dynamic and the reality of having ‘skin in the game’ can propel the results of a gamified weight loss initiative,” notes HealthyWage co-founder David Roddenberry.
The efficacy of diet gamification is well-proven. For one, according to study findings published by JAMA Internal Medicine, behavioral economics-based gamification led to “significantly” increased physical activity among overweight and obese Americans. In this particular study, pairing a step tracking device with social incentives led to sustained, long-term behavior change—prompting participants to take more steps then with a step tracking device, alone. While the report explains that “gamification interventions significantly increased physical activity during the 24-week intervention,” with competition being the “most effective.”
That’s something HealthyWage has seen play out since launching its weight-loss gamification platform in 2009. HealthyWage is, in fact, founded on earlier substantive research and "double-incentivization" methodology that proves competition and rewards—especially the cash variety—can as much as triple the effectiveness of weight loss programs.
“A key element for the success of a gamification program is giving participants something to lose if they fail to meet their goal—whether tangible or intangible,” notes Roddenberry. “In this particular study, it was just points at stake but even this effected behavior change. There are actually throngs of studies demonstrated that the threat of losing something of value is much more effective than the opportunity to win something of equal value. That’s precisely why we advocate that program participants ‘pay to play’ and make an investment out of their own pocket in order to win rewards—in our case large cash prizes—for losing weight and getting more active in the program.”
A few other notable HealthyWager success stories (both female and male) are case-in-point. These include Jean N. who lost 71 lbs. and won $3,357.99 for her efforts, and Jeremy M. who also lost 71 lbs. and won $1,886.32 for his own slimdown success. From its website, HealthyWage.com shares yet more inspirational success stories of both women and men who gained financially for their pound-shedding achievements using the company’s unique gamification approach. This includes Kristin W. who lost a staggering 114 pounds and won $4,000 for her efforts, Anastasia W. who lost 41 pounds and won a whopping $10,000 in kind, and Blake S. who lost an impressive 151 pounds and won $4,670 for his own slimdown success. Figures that are tasty, indeed.
These and other such HealthyWage payouts are proof positive. For their weight-loss achievements that collectively exceeds an astounding 1,050,000 pounds for this year, alone—269 of which losing in excess of 100 pounds (and nearly 7.5 million pounds lost since the company’s launch), HealthyWage has reportedly paid more than xx30,000 dieters over $13 million cash in 2020, specifically, and over $55 million cash since its inception in 2009.
HealthyWage programs apply these principles:
HealthyWager Challenge: participants commit to a weight loss goal and an upfront financial payment and get their money back plus a financial return if they accomplish their weight loss goal. The average participant loses 40.7 pounds and gets paid $1,245.
HealthyWage Step Challenge: participants commit money and agree to increase their steps by 25% over 60-days. If they achieve their goal they get their money back plus the money from those who don't hit their goal.
Upholding the new findings while also further validating HealthyWage’s well-honed approach, an additional study published in the journal Social Science and Medicine continue to prove that money is an effective motivator to “increase both the magnitude and duration of weight loss.” The same hold true in business for staff wellness initiatives. Results from one study published in the Annals of Internal Medicine indicated that “Loss Incentive’ Motivates Employees to Take More Steps ,” finding that financial incentives framed as a loss were most effective for achieving physical activity goals.
As a prolific corporate and group wellness purveyor, since 2009 HealthyWage has worked with an array of hi-caliber participants on workplace and staff wellness initiatives, including Halliburton, ConocoPhillips and more than 25% of the largest school districts in the country. HealthyWage has, in fact, formally created competitive, money-motivated programs for more than 1000 Fortune 500 and other public and private companies, hospitals, health systems, insurers, school systems, municipal governments and other organizations throughout the U.S., and their program has been more informally run at more than 7,000 companies and organizations seeking to bolster staff health and well-being, and boost bottom lines in kind.
“Throngs of studies reiterate the importance of the 'stick' in the design of a wellness incentive program, whether for individuals at home or for employee groups,” Roddenberry says. “Many studies have demonstrated that the threat of losing something of value is much more effective than the opportunity to win something of equal value. That’s precisely why we advocate that program participants ‘pay to play’ and make an investment out of their own pocket in order to win rewards—in our case large cash prizes—for losing weight and getting more active in the program.”
Studies do consistently show that monetary incentives serve to enhance the effectiveness of, and duly complement, weight-loss programs of any and all sorts, especially when paid out quickly like HealthyWage’s various programs. For its part, HealthyWage reports that the average participant more than doubles their investment if they are successful at achieving their goal. The financial upside potential is impressive.
So, if this is the season when you would like to not only resolve to lose those extra lbs. but also actually achieve that worthy goal, consider a cash-fueled approach. It just might give you that extra dose of motivation that’ll truly help you stay the course, shed weight and make some extra money in the process. There’s no better time than right now to bank on yourself.
Article | December 15, 2020
As medical science has improved rapidly, life expectancy around the world also has risen. Still, as longevity increases, healthcare systems are facing a growing demand for advanced services, increased costs, and a struggling workforce to meet various requirements of patients. Demand is driven by many unstoppable forces: a shift in lifestyle choices, shifting patient expectations, population aging, and the never-ending cycle of innovation are a few among others.
Challenges Faced by the Healthcare Industry
According to Mckinsey, one in four people in North America and Europe will be over the age of 65 by 2050. This shows that, soon, the healthcare industry will have to deal with a larger number of patients with more complex requirements. Catering to these patients is expensive and requires health systems for providing long-term focused and proactive care. To remain sustainable, healthcare systems need major transformational and structural changes.
The industry also needs a larger workforce because according to the World Health Organization (WHO), globally there is a shortfall of approximately 9.9 million nurses, physicians, and midwives. Apart from attracting, training, and retaining these healthcare professionals, you also have to ensure that their time and effort add value to patient care. Utilizing the solutions powered by modern technologies, such as Artificial Intelligence (AI) in the healthcare industry, will add perfection and more value to human efforts.
AI in the healthcare industry has the potential required to transform and revolutionize healthcare by addressing the challenges in the industry mentioned earlier. AI can better the outcomes, improve efficiency, and augment productivity in healthcare delivery. This article takes an in-depth look at the impact of AI in healthcare.
Impact of AI in the Healthcare Industry
In the coming years, AI in the healthcare industry will improve the day-to-day life of healthcare practitioners, augment the patient experience, improve care delivery, and can even facilitate life-saving treatments and revolutionize the industry. Additionally, AI will improve population-health management, operations, and strengthen innovations.
According to Statista, the global AI healthcare market will increase to more than US$28 billion by 2025. Here is a detailed look into the areas where and how AI in the healthcare industry will be impactful.
Chronic Care Management
Chronic diseases, such as cancer, diabetes, kidney diseases, are the leading cause of disability and death in the US and the main drivers of the country’s annual health cost. Effectively managing various chronic diseases is an overarching and long-term process. But with the help of the right tool, healthcare providers can meet the needs of these patients without delay.
Artificial intelligence tools in the healthcare industry can help healthcare providers overcome the complexities of chronic disease management and make it more effective and provide quality treatment. AI in the healthcare industry is increasingly being leveraged by organizations to improve chronic disease management, enhance patient health, and drive down costs, which will also eventually result in data-driven and personalized care. AI in the healthcare industry is expected to move the industry toward proactive care delivery from a reactive one and lead the industry to provide more individualized treatments. This is just one of the ways AI in the medical industry is going to revolutionize chronic care management in hospitals.
Artificial intelligence in the healthcare industry is changing the way care is delivered; it is expected to make healthcare more efficient, accurate, and accessible. Reducing costs and improving health outcomes are the values health systems and hospitals are trying to deliver to patients every day. Hospitals are increasingly incorporating technologies, which are powered by the use of AI in healthcare to meet the challenge.
According to the American Hospital Association (AHA), AI in the healthcare industry has unlimited potential to solve most of the vexing challenges in the industry. They identify AI use cases in the healthcare industry in four broad areas, which are administrative, operational, financial, and clinical areas.
Administrative Use Cases for AI in the Healthcare Industry
• Admission procedures
• Appointment scheduling
• Customer service responses
• Discharge instructions
• Hiring and orientation protocols
• Licensure verification
• Patient check-in procedure
• Prior authorizations
• Quality measure reporting
Operational Use Cases of AI in the Healthcare Industry
• Inventory management
• Materials management
• Supply chain management
• Facilities management
Financial Use Cases for AI in the Healthcare Industry
• Billing and collections
• Claims management
• Insurance eligibility verification
• Revenue cycle management
Clinical Use Cases of AI in the Healthcare Industry
• Predictive technologies
• Interventional technologies
By incorporating and utilizing these scopes with AI in the healthcare industry, the industry can be transformed into a next-gen level in no time. It also allows healthcare practitioners to focus more on patients, which would eventually help in raising staff morale and improving retention.
Clinical Decision Support
Recent advancements in AI in the health industry are capable of enhancing the currently used clinical decision support (CDS) tools to have value-based imaging and to improve patient safety. According to the National Institute of Health (NIH), the synergy between CDS systems and AI in the healthcare industry will be able to:
• Reduce friction in radiology workflows
• Identify relevant imaging features easily
• Generate structured data to develop machine learning algorithms
• Enable an evolution toward decision support for a holistic patient perspective
• Suggest imaging examinations in complex clinical scenarios
• Assist in identifying appropriate imaging opportunities
• Suggest appropriate individualized screening
• Aid health practitioners to ensure continuity of care
AI in the healthcare industry is competent in making CDS a next-gen one, enhancing the experiences of radiologists and providers, and improving patient care.
Slowly but surely, AI is improving almost every aspect of human life with innovations and advancements. The latest is that AI in the healthcare industry is impending a revolution in medical diagnostics by providing accurate risk assessments, accelerating disease detection, and boosting hospital productivity. By automatically prioritizing urgent cases and accelerating reading time, image recognition AI enhances the workflow of radiologists. It even helps in the prevention of diseases by the early detection of diseases.
In medical images such as x-rays, MRIs, and CT scans, AI-driven software can efficiently be used to accurately spot signs of many diseases, especially in detecting many chronic diseases such as cancer. According to the NIH, AI will be widely applied in the healthcare industry especially for various tasks such as patient engagement and adherence, diagnosis, and treatment recommendations. So, there is no doubt that AI in healthcare will revolutionize the diagnostic process in the approaching years by detecting diseases, classifying diseases, and improving the decision-making process. The application of AI in the healthcare industry will make people live longer.
Triage and Diagnosis
AI can be effectively used to automatically triage cases. AI algorithms will analyze the cases and forward cases to pathologists after determining the priority based on the probability of cases according to the criteria set by labs. This makes the workflow of pathologists easier and efficient. Through the process the algorithm will be able to:
• Verify the digital images attached to the case belong to that case
• Validate the tests ordered and match the specimen type
• Identify cases marked as stat
• Determine the cases, which can be positive or are most likely to be negative
Moreover, AI technologies in the healthcare industry also can be effectively used to provide more accurate and faster diagnoses. This speeds up the entire process of triage and diagnosis and is expected to revolutionize the healthcare industry soon.
The Future Outlook for AI in the Healthcare Industry
Over the next few years, AI in the healthcare industry has the best opportunities in hybrid models to support clinicians in diagnosis, identifying risk factors, and in treatment planning. This scope will result in faster adoption of AI technology in healthcare, which will show measurable improvements in operational efficiency and patient outcomes.
With a plethora of issues to overcome, which are driven by documented factors such as growing rates of chronic diseases and the aging population, it is obvious that the healthcare industry needs new innovative solutions. AI-powered solutions in the healthcare industry will achieve a clear impact on the global healthcare industry in a short time.
Frequently Asked Questions
Which is the best application of AI in the healthcare sector?
Cognitive surgical robotics is the best application of AI in the healthcare sector as it helps practitioners collect data from real surgical processes, which would help in improving existing surgical approaches.
Why is artificial intelligence important in healthcare?
Artificial intelligence in healthcare is vital as it can help make decisions, analyze and manage data, and have conversations. So, AI will drastically change the everyday practices and roles of clinicians.
When was AI-first used in healthcare?
The term, Artificial intelligence (AI) was first described in 1950, but the limitations of the term prevented its acceptance. In the 2000s, these limitations were overcome and people started to accept the term.