It’s not just radiology. Gen Z residents will be matching in pathology and other specialties, and that means clinical laboratories should be ready to adapt their recruiting and training to Gen Z’s unique characteristics
It’s a big event in medical schools across the nation when it is time for residency programs to match residency candidates with first-year and second-year post-graduate training positions. But this year has a special twist because—for example in radiology—this is the first class of Generation Z (Gen Z) residency candidates to be matched with radiology residency programs.
In their abstract, the authors wrote, “This year, the radiology community will experience the beginning of a generational change by matching its first class of Generation Z residents. To best welcome and embrace the changing face of the radiology workforce, this Viewpoint highlights the values that this next generation will bring, how radiologists can improve the way they teach the next generation, and the positive impact that Generation Z will have on the specialty and the way radiologists care for patients.”
Members of Gen Z are now entering the workforce in large numbers. To recruit high-quality candidates from this generation, healthcare employers—including clinical laboratories and pathology practices—may have to adapt the way they interact with and train these individuals.
Gen Z is generally described as individuals who were born between 1995 and 2012. Also known as “Zoomers,” the demographic comprises approximately 25% of the current population of the United States. They are extremely diverse, tend to be very socially conscious, and can easily adapt to rapid changes in communications and education, according to the AJR paper.
Although the paper deals with radiology, this type of information can also be valuable to clinical laboratories as Gen Z pathologists are poised to enter clinical practice in growing numbers. This marks the beginning of the professional laboratory careers of Zoomers, while Millennials move up into higher levels of lab management, the oldest Gen Xers near retirement age, and Baby Boomers retire out of the profession.
“Gen Z employees bring unique values, expectations, and perspectives to their jobs,” said Paul McDonald (above), Senior Executive Director at staffing firm Robert Half in a news release. “They’ve grown up in economically turbulent times, and many of their characteristics and motivations reflect that.” Thus, clinical laboratories may have to develop methods for recruiting and training Gen Z staff that match the unique characteristics of Gen Z candidates. (Photo copyright: LinkedIn.)
Zoomers Like Digital and Artificial Intelligence Technology
One of the most unique aspects of Gen Z is that they have never lived in a world without the Internet and have little memory of life without smartphones. Zoomers grew up totally immersed in digital technology and tend to be comfortable using digital tools in their everyday life and in the workplace. They lean towards being very open to artificial intelligence (AI) and how it can assist humans in analysis and diagnostic methods.
“This group of professionals has grown up with technology available to them around the clock and is accustomed to constant learning,” said Paul McDonald, Senior Executive Director at staffing firm Robert Half in a news release. “Companies with a solid understanding of this generation’s values and preferences will be well prepared to create work environments that attract a new generation of employees and maximize their potential.”
According to the AJR paper, Zoomers learn best by doing, so employers should concentrate on interactive learning opportunities, such as simulations, virtual reality, and case-based methods for teaching the aspects of the job. They are likely to expect digital and blended resources as well as traditional approaches to learning their new job responsibilities.
The paper goes on to state that Gen Z members value diversity, equity, inclusivity, sustainability, civic engagement, and organizational transparency. Their social consciousness and diversity may yield a greater range of perspectives and problem-solving approaches which may bolster their sensitivity to patient-centered care.
“The oldest in Gen Z have already seen a recession and a war on terrorism. They’ve seen politics at its worst. And now they’ve seen a global pandemic and are about to see recession again,” said David Stillman, founder of GenGuru, a boutique management consulting firm that provides insights on how best to connect with Baby Boomers, Generation X, Millennials, and Gen Z, in an interview with the Society for Human Resource Management (SHRM). “They are survivors,” he added.
According to the SHRM, “Stillman says Millennials, who preceded Generation Z, were coddled by their parents. He maintains that Generation Z’s parents were more truthful, telling their offspring, ‘You’re going to have a really tough time out there, you have to work super hard,’ which he says created ‘the most competitive generation in the workforce since the Baby Boomers.’”
Gen Z Wants More than a Paycheck, They Want Purpose
The American Journal of Roentgenology paper also states that Gen Z members grew up in a rapidly changing world and tend to be resilient, adaptable, and flexible. They have experienced and witnessed many stressors and navigate these issues by focusing on mental health and a meaningful work-life balance. With respect to a profession, they are searching for more than just a paycheck, and they want a purposeful career where they feel a sense of belonging.
Increase information sharing and transparency to help alleviate fear and anxiety.
Incentivize them by showing them clear paths to career progression.
Make sure they know how their individual contributions matter to the organization.
Motivate them by giving them room for autonomy and experimentation.
Provide specific and constructive feedback.
Harness community and in-person interactions to boost professional collaborations.
Prioritize wellness and mental health.
“Be prepared to spend time with them face to face,” McDonald stated. “They want to be mentored and coached. If you coach them, you’re going to retain them.”
Preparing to Attract Gen Z to Clinical Laboratories
As Generation Z comes of age, more of them will be working in the medical professions. Clinical laboratories and anatomic pathology groups would be well advised to prepare their businesses by adjusting leadership, adapting recruiting efforts, and shifting marketing to attract Zoomers and remain relevant and successful in the future.
Although sweeping statements about individual generations may be limiting, understanding their unique insights, values, and backgrounds can be helpful in the workplace. With a large amount of Gen Z workers now transitioning from college into careers, it will be beneficial for clinical laboratory managers to recognize their unique characteristics to recruit and maintain talented workers more effectively.
Viruses are between 27,000 to 48,500 years old and not dangerous, but researchers say thawing permafrost may one day release pathogens capable of infecting humans
Last fall, European researchers working with virologists and genetic scientists at the Aix-Marseille University in France reported having revived and characterized 13 previously unknown “zombie” viruses isolated from Siberian permafrost samples, including one that was almost 50,000 years old. This will be of particular interest to microbiologists and clinical laboratory managers since these organisms are new to science and may be precursors to infectious agents active in the world today.
The work of the European scientists demonstrates how advancements in genome sequencing and analysis of DNA data are becoming, faster, less expensive, and more precise. That’s good because the researchers warned that, should the permafrost continue to thaw, other previously dormant viruses could be released, posing potential risks for public health.
The pathogens isolated by the researchers are so-called “giant viruses” that infect Acanthamoeba, a commonly found genus of amoeba, and thus are not likely to pose an immediate health threat, the researchers wrote.
However, the scientists expressed concern. “We believe our results with Acanthamoeba-infecting viruses can be extrapolated to many other DNA viruses capable of infecting humans or animals. It is thus likely that ancient permafrost … will release these unknown viruses upon thawing,” they stated in their Viruses paper.
It’s unknown how long the viruses “could be infectious once exposed to outdoor conditions (UV light, oxygen, heat), and how likely they will be to encounter and infect a suitable host in the interval,” they added. However, “the risk is bound to increase in the context of global warming, in which permafrost thawing will keep accelerating, and more people will populate the Arctic in the wake of industrial ventures.”
“In nature we have a big natural freezer, which is the Siberian permafrost,” virologist Paulo Verardi, PhD (above), head of the Department of Pathobiology and Veterinary Science at the University of Connecticut, told The Washington Post. “And that can be a little bit concerning.” However, “if you do the risk assessment, this is very low. We have many more things to worry about right now.” Nevertheless, clinical laboratories may want to remain vigilant. (Photo copyright: University of Connecticut.)
Extremely Old, Very Large Viruses
The newly discovered viruses were found in seven different permafrost samples. Radiocarbon dating determined that they had been dormant for 27,000 to 48,500 years. But viruses contained in permafrost could be even older, the researchers wrote, as the time limit is “solely dictated by the validity range of radiocarbon dating.”
In their Viruses paper, the researchers noted that most of the 13 viruses are “at a preliminary stage of characterization,” and others have been isolated in the research laboratory “but not yet published, pending their complete genome assembly, annotation, or detailed analysis.”
“Every time we look, we will find a virus,” study co-author Jean-Michel Claverie, PhD, told The Washington Post. “It’s a done deal. We know that every time we’re going to look for viruses—infectious viruses in permafrost—we are going to find some.”
Claverie is a professor emeritus of genomics and bioinformatics in the School of Medicine at Aix-Marseille Université in Marseille, France. He leads a university laboratory known for its work in “paleovirology,” and in 2003, discovered the first known giant virus, dubbed Mimivirus. The research team included scientists from Germany and Russia.
According to CNN, unlike regular viruses that generally require an electron microscope to be viewed, giant viruses can be seen under a standard light (optical) microscope. Claverie’s laboratory previously isolated giant viruses from permafrost in 2014 and 2015.
Protecting Against Accidental Infection
To demonstrate the infectious potential of the viruses, the researchers inserted the microbes into cultured amoeba cells, which the researchers describes as “virus bait,” The Washington Post reported. One advantage of using Acanthamoeba cultures is to maintain “biological security,” the researchers wrote in their paper.
“We are using [the amoeba’s] billion years of evolutionary distance with human and other mammals as the best possible protection against an accidental infection of laboratory workers or the spread of a dreadful virus once infecting Pleistocene mammals to their contemporary relatives,” the paper noted. “The biohazard associated with reviving prehistorical amoeba-infecting viruses is thus totally negligible compared to the search for ‘paleoviruses’ directly from permafrost-preserved remains of mammoths, woolly rhinoceros, or prehistoric horses.”
The paper cites earlier research noting the presence of bacteria in ancient permafrost samples, “a significant proportion of which are thought to be alive.” These include relatives of contemporary pathogens such as:
“We can reasonably hope that an epidemic caused by a revived prehistoric pathogenic bacterium could be quickly controlled by the modern antibiotics at our disposal,” the researchers wrote, but “the situation would be much more disastrous in the case of plant, animal, or human diseases caused by the revival of an ancient unknown virus.”
However, according to The Washington Post, “Virologists who were not involved in the research said the specter of future pandemics being unleashed from the Siberian steppe ranks low on the list of current public health threats. Most new—or ancient—viruses are not dangerous, and the ones that survive the deep freeze for thousands of years tend not to be in the category of coronaviruses and other highly infectious viruses that lead to pandemics.”
Cornell University virologist Colin Parrish, PhD, President of the American Society for Virology, told The Washington Post that an ancient virus “seems like a low risk compared to the large numbers of viruses that are circulating among vertebrates around the world, and that have proven to be real threats in the past, and where similar events could happen in the future, as we still lack a framework for recognizing those ahead of time.”
Anthony Fauci, MD, former Director of the National Institute of Allergy and Infectious Diseases (NIAID), responded to an earlier study from Claverie’s lab by outlining all the unlikely events that would have to transpire for one of these viruses to cause a pandemic. “The permafrost virus must be able to infect humans, it must then [cause disease], and it must be able to spread efficiently from human to human,” he told The Washington Post in 2015. “This can happen, but it is very unlikely.”
Thus, clinical laboratories probably won’t see new diagnostic testing to identify ancient viruses anytime soon. But it’s always best to remain vigilant.
Dogs’ acute sense of smell can even surpass effectiveness of some clinical laboratory testing in detecting certain diseases in humans
When it comes to COVID-19 testing, a recent Italian study demonstrates that trained dogs can detect SARS-CoV-2 with accuracy comparable to rapid molecular tests used in clinical laboratories. The researchers wanted to determine if dogs could be more effective at screening people for COVID-19 at airports, schools, and other high-traffic environments as a way to detect the coronavirus and reduce the spread of this infectious disease.
Scientists at the State University of Milan in Italy conducted a study that shows dogs can be trained to accurately identify the presence of the COVID-19 infection from both biological samples and by simply smelling an individual.
For their validation study, the Italian team trained three dogs named Nala, Otto, and Helix, “to detect the presence of SARS-CoV-2 in sweat samples from infected people. At the end of the training, the dogs achieved an average sensitivity of 93% and a specificity of 99%, showing a level of accuracy highly consistent with that of the RT-PCR [reverse transcription polymerase chain reaction] used in molecular tests and a moderate to strong reproducibility over time,” Nature reported.
RT-PCR tests are the current gold-standard for SARS-CoV-2 detection. This is yet another example of scientists training dogs to smell a disease with “acceptable” accuracy. This time for COVID-19.
“We only recruited dogs that showed themselves predisposed and positively motivated to carry out this type of activity. One of the fundamental aspects was not to cause stress or anxiety in the subjects used,” Federica Pirrone, PhD (above), Associate Professor, Department of Veterinary Medicine and Animal Sciences, University of Milan, and one of the authors of the study told Lifegate. “Training always takes place using positive reinforcement of a food nature: whether it’s a particularly appetizing morsel, a biscuit, or something that associates the dog’s search with a rewarding prize.” In some instances, dogs have been shown to be as good or more effective at detecting certain diseases than clinical laboratory testing. (Photo copyright: Facebook.)
Dogs More Accurate than Rapid Antigen Testing
Nala and four other dogs (Nim, Hope, Iris and Chaos) were later trained by canine technicians from Medical Detection Dogs Italy (MDDI) to identify the existence of the SARS-CoV-2 virus by directly smelling people waiting in line in pharmacies to get a nasal swab to test for the coronavirus.
Working with their handlers, the five dogs accurately signaled the presence or absence of the virus with 89% sensitivity and 95% specificity. That rate is “well above the minimum required by the WHO [World Health Organization] for rapid swabs for SARS-CoV-2,” according to Nature.
“The results of studies published so far on the accuracy of canine smell in detecting the presence of SARS-CoV-2 in biological samples (e.g., saliva, sweat, urine, trachea-bronchial secretions) from infected people suggest that sniffer dogs might reach percentages of sensitivity and specificity comparable to, or perhaps even higher, than those of RT-PCR,” the scientists wrote in Scientific Reports.
“However, although most of these studies are of good quality, none of them provided scientific validation of canine scent detection, despite this being an important requirement in the chemical analysis practice. Therefore, further applied research in this field is absolutely justified to provide definitive validation of this biodetection method,” the researchers concluded.
Other Studies into Using Dogs for Detecting Disease
Scientists from the Division of Biological and Health Sciences, Department of Agriculture and Livestock at the University of Sonora; and the Canine Training Center Obi-K19, both in Hermosillo, Mexico, conducted the study “as part of a Frontiers of Science Project of the National Council of Science and Technology (CONACYT), in which in addition to analyzing sweat compounds, trained dogs are put to sniff the samples and make detections in people who show symptoms or could be positive for coronavirus,” Mexico Daily Post reported.
The researchers trained four dogs with sweat samples and three dogs with saliva samples of COVID-19 positive patients. The samples were obtained from a health center located in Hermosillo, Sonora, in Mexico. The dogs were restricted to spend five minutes per patient and the researchers calculated the performance of the dogs by measuring sensitivity, specificity, and their 95% confidence intervals (CI).
The researchers concluded that all four of the dogs could detect COVID-19 from either sweat or saliva samples “with sensitivity and specificity rates significantly different from random [sampling] in the field.” According to the Frontiers in Medicine study, the researchers found their results promising because, they said, it is reasonable to expect the detection rate would improve with longer exposure to the samples.
The objective of the Mexican researchers is for the dogs to ultimately reach the sensitivity range requested by WHO for the performance of an antigen test, which is at least 80% sensitivity and 97% specificity. If that goal is achieved, dogs could become important partners in the control of the COVID-19 pandemic, the scientists wrote.
Data obtained so far from these studies indicate that biosensing dogs may represent an effective method of screening for COVID-19 as well as other diseases. More studies and clinical trials are needed before the widespread use of dogs might become feasible. Nevertheless, scientists all over the world are finding that Man’s best friend can be a powerful ally in the fight against the spread of deadly diseases.
In the meantime, the gold standard in COVID-19 testing will continue to be the FDA-cleared assays used by clinical laboratories throughout the United States.
It is more than a shortage of nurses, as most clinical laboratories report the same shortages of medical technologists and increased labor costs
Just as hospital-based clinical laboratories are unable to hire and retain adequate numbers of medical technologists (MTs) and clinical laboratory scientists (CLSs), the nursing shortage is also acute. Compounding the challenge of staffing nurses is the rapid rise in the salaries of nurses because hospitals need nurses to keep their emergency departments, operating rooms, and other services open and treating patients while also generating revenue.
The nursing shortage has been blamed on burnout due to the COVID-19 pandemic, but nurses also report consistently deteriorating conditions and say they feel undervalued and under-appreciated, according to Michigan Advance, which recently covered an averted strike by nurses at 118-bed acute care McLaren Central Hospital in Mt. Pleasant and 97-bed teaching hospital MyMichigan Medical Center Alma, both in Central Michigan.
“Nurses are leaving the bedside because the conditions that hospital corporations are creating are unbearable. The more nurses leave, the worse it becomes. This was a problem before the pandemic, and the situation has only deteriorated over the last three years,” said Jamie Brown, RN, President of the Michigan Nurses Association (MNA) and a critical care nurse at Ascension Borgess Hospital in Kalamazoo, Michigan Advance reported.
“The staffing crisis will never be adequately addressed until working conditions at hospitals are improved,” said Jamie Brown, RN (above), President of the Michigan Nurses Association in a press release. Brown’s statement correlates with claims by laboratory technicians about working conditions in clinical laboratories all over the country that are experiencing similar shortages of critical staff. (Photo copyright: Michigan Nurses Association.)
Nurse Understaffing Dangerous to Patients
In the lead up to the Michigan nurses’ strike, NPR reported on a poll conducted by market research firm Emma White Research LLC on behalf of the MNA that found 42% of nurses surveyed claimed “they know of a patient death due to nurses being assigned too many patients.” The same poll in 2016 found only 22% of nurses making the same claim.
And yet, according to an MNA news release, “There is no law that sets safe RN-to-patient ratios in hospitals, leading to RNs having too many patients at one time too often. This puts patients in danger and drives nurses out of the profession.”
Seven in 10 RNs working in direct care say they are assigned an unsafe patient load in half or more of their shifts.
Over nine in 10 RNs say requiring nurses to care for too many patients at once is affecting the quality of patient care.
Requiring set nurse-to-patient ratios could also make a difference in retention and in returning qualified nurses to the field.
According to NPR, “Nurses across the state say dangerous levels of understaffing are becoming the norm, even though hospitals are no longer overwhelmed by COVID-19 patients.”
Thus, nursing organizations in Michigan, and the legislators who support change, have proposed the Safe Patient Care Act which sets out to “to increase patient safety in Michigan hospitals by establishing minimum nurse staffing levels, limiting mandatory overtime for RNs, and adding transparency,” according to an MNA news release.
Huge Increase in Nursing Costs
Another pressure on hospitals is the rise in the cost of replacing nurses with temporary or travel nurses to maintain adequate staffing levels.
In “Hospital Temporary Labor Costs: a Staggering $1.52 Billion in FY2022,” the Massachusetts Health and Hospital Association noted that “To fill gaps in staffing, hospitals hire registered nurses and other staff through ‘traveler’ agencies. Traveler workers, especially RNs in high demand, command higher hourly wages—at least two or three times more than what an on-staff clinician would earn. Many often receive signing bonuses. In Fiscal Year 2019, [Massachusetts] hospitals spent $204 million on temporary staff. In FY2022, they spent $1.52 billion—a 610% increase. According to the MHA survey, approximately 77% of the $1.52 billion went to hiring temporary RNs.”
It’s likely this same scenario is playing out in hospitals all across America.
Are Nursing Strikes a Symptom of a Larger Healthcare Problem?
“But the problem is much bigger,” Fortune wrote. “Care workers—physicians, home health aides, early childhood care workers, physician assistants, and more—face critical challenges as a result of America’s immense care gap that may soon touch every corner of the American economy.”
Clinical laboratories are experiencing the same shortages of critical staff due in large part to the same workplace issues affecting nurses. Dark Daily covered this growing crisis in several ebriefings.
We also covered in that ebrief how the so-called “Great Resignation” caused by the COVID-19 pandemic has had a severe impact on clinical laboratory staffs, creating shortages of pathologists as well as of medical technologists, medical laboratory technicians, and other lab scientists who are vital to the nation’s network of clinical laboratories.
Hospitals across the United States—and in the UK, according to Reuters—are facing worker strikes, staff shortages, rising costs, and uncertainty about the future. Just like clinical laboratories and other segments of the healthcare industry, worker burnout and exhaustion in the wake of the COVID-19 pandemic are being cited as culprits for these woes.
But was it predictable and could it have been avoided?
“One of the big things to clear up for the public is that … we saw the writing on the wall that vacancies were going to be a problem for us, before the pandemic hit our shores,” Christopher Friese, PhD, professor of Nursing and Health Management Policy at the University of Michigan (UM), told NPR. Friese is also Director of the Center for Improving Patient and Population Health at UM.
Effects of the COVID-19 pandemic, and staffing shortages exasperated by it, will be felt by clinical laboratories, pathology groups, and the healthcare industry in general for years to come. Creative solutions must be employed to avoid more staff shortages and increase employee retention and recruitment.
Expect there to be more clinical laboratory testing at pharmacies as retail pharmacy chains expand their primary care offerings
Walgreens Boots Alliance (NASDAQ:WBA) of Deerfield, Illinois, continues to expand its primary care footprint with VillageMD’s latest acquisition of Starling Physicians, a multi-specialty physicians group with 30 locations in Connecticut, according to a VillageMD news release. Walgreens is the majority owner of VillageMD, which now has more than 700 medical centers, Healthcare Dive noted.
This deal continues the trend of corporations acquiring physician practices. Already, the majority of physicians are employees, not partners in a private practice physician group. Under corporate ownership, these physician groups often decide to change their clinical laboratory providers. For that reason, managers and pathologists at local medical laboratories will want to explore how they might provide daily lab testing services to the corporate owners of these primary care clinics.
The Hartford Business Journal called VillageMD’s acquisition of Starling Physicians—which is subject to a state investigation for possible certificate-of-need requirement—one of Connecticut’s “more high-profile healthcare merger and acquisition deals in Connecticut in recent years.”
The Starling Physicians group acquisition comes just a few months after
VillageMD paid $8.9 billion for Summit Health-CityMD of Berkeley Heights, New Jersey, with primary care services in the Northeast and Oregon. Walgreens invested $3.5 billion in that transaction, a Summit Health news release noted.
These acquisitions by Walgreens/VillageMD provide opportunities for local clinical laboratories to serve the physicians in these practices, though the operations may have a different patient flow and work process than traditional family practice clinics located in medical offices around community hospitals.
“Starling shares our vision of being a physician-led model and they provide care in a compassionate and exceptional way to all the patients they serve. By integrating primary care with specialty care, we are able to optimize access to high-quality care for our patients,” said Tim Barry (above), CEO and Chair of VillageMD in the news release. “This is a natural extension of our growth in the Northeast, including our recent acquisition of Summit Health-CityMD. Together, we are transforming the way healthcare is delivered in the United States.” Clinical laboratories in these areas will want to develop a strategy for serving the physicians practicing at these non-traditional locations. (Photo copyright: The Business Journals.)
Primary Care at Retail Locations a Growing Trend
Dark Daily and its sister publication The Dark Report have reported extensively on the growing trend by pharmacy chains and other retail superstores to add primary care services to their footprint.
In “By 2027, Walgreens Wants 1,000 Primary Care Clinics,” The Dark Report covered how Walgreens had disclosed that it would spend $5.2 billion to acquire a 63% interest to become the majority owner of VillageMD. Fierce Healthcare reported that “[Walgreens] planned to open at least 600 Village Medical at Walgreens primary-care practices across the country by 2025 and 1,000 by 2027.”
VillageMD is a primary care provider with same-day appointments, telehealth virtual visits, in-home care, and clinical laboratory diagnostic testing such as blood tests and urinalysis. Many VillageMD practices are located in buildings next door to Walgreens sites throughout the United States. (Photo copyright: Walgreens.)
Other Retailers Investing in Primary Care
Other retailers have recently taken deeper dives into healthcare as well.
According to Forbes, “The acquisition comes amid a flurry of acquisitions across the US for doctor practices, which are being purchased at an unprecedented pace by large retailers like Walgreens Boots Alliance, CVS Health, Amazon, and Walmart. Meanwhile, medical care providers owned by health insurers like UnitedHealth Group’s Optum and Cigna’s Evernorth are also in the doctor practice bidding war.”
And in February, CVS announced plans to acquire for $10.6 billion Oak Street Health, a Chicago-based primary care company with 169 medical centers across 21 states that plans to have more than 300 centers by 2026.
Do Clinical Laboratories Want Retail Customers?
The question of whether clinical laboratories should pursue retail customers is at this point academic. Consumer demand is driving the change and labs that don’t keep up may be left behind.
“The trend of putting full-service primary care clinics in retail pharmacies is a significant development for the clinical laboratory industry,” wrote Robert Michel, Editor-in-Chief of Dark Daily and The Dark Report. “These clinics will need clinical lab tests and can be expected to shift patients away from traditional medical clinic sites for two reasons—lower price and convenience—since this new generation of primary care clinics will be located around the corner from where people live and work.”
Thus, healthcare system laboratories or large reference labs may want to reach out to Walgreens, CVS, Amazon, and Walmart for test referrals. These and other large retailers are investing heavily in the belief that consumers will continue to seek convenience in their healthcare.