New financial benefits give small business employees early wage access
Mandatory quarantines and business closures during the coronavirus pandemic have taken a particularly large financial toll on small businesses, forcing many employers to reduce wages and health coverage.
Sixty-five percent of small businesses said they were either extremely concerned or very concerned about how the coronavirus will affect their business, according to a survey by Freshbooks. In addition to financial pressure, small business employers are also tasked with providing benefits that will support struggling employees.
“COVID-19 just exacerbated what was going on in the market and put even more pressure on small companies and their employees,” says Emily Ritter, head of product marketing at Gusto, a payroll and employee benefits platform for small businesses. “Employees across America are living paycheck-to-paycheck and the stress of that can be expensive for households.”
Gusto has launched a new set of health and financial wellness benefits to provide employees with early access to earned wages, medical bill reimbursement and a savings account.
These financial tools are especially beneficial as healthcare costs drive many employees into debt, Ritter says. According to a Salary Finance survey, 32% of American workers have medical debt, and 28% of those who have an outstanding balance owe $10,000 or more on their bills.
“Financial health and health coverage is so inextricably linked, which has come into the limelight with COVID-19,” Ritter says. “We're seeing that small group health insurance is something that is really important, so if we can help small businesses help their employees with health bills, that's another component of financial health.”
Gusto’s new benefit offering allows employers to contribute to employees’ monthly health insurance costs. Contributions can vary from $100 to amounts that would cover an employee’s entire premium. The contributions are payroll-tax-free for the business and income-tax-free for employees, and employers also have the flexibility to adjust their contribution at any time.
“A large portion of American workers say that they wouldn't be able to handle the financial implications of a large injury or illness, and of course illness is top of mind in the midst of a global pandemic,” Ritter says. “So it was really important for us to show up with these solutions.”
Additionally, Gusto has launched Gusto Cashout, which gives workers early access to earned wages without any fees, helping them avoid having to turn to payday loans, overdraft fees or credit card debt between paychecks. With a new debit card function and cash accounts — which also provide interest — workers can put aside savings straight from their paychecks, helping them better navigate short-term emergencies and unexpected expenses.
Even before coronavirus, less than half of adults living in the U.S. had enough savings to pay for a $1,000 emergency expense, according to a Bankrate.com study, and 50% of employees said they live paycheck to paycheck, a CareerBuilder survey found.
“We're really trying to help people be prepared in those rainy day moments and avoid the debt cycle that happens,” Ritter says. “Because this product is free [for our clients’ employees] and the wages come out of their paycheck on payday, there is no continuous debt cycle that happens with a payday loan.”
Fifty-one percent of Americans feel at least somewhat anxious about their financial situation following the coronavirus outbreak, according to a recent survey from NextAdvisor, and nearly three in 10 Americans’ financial situation (29%) has been negatively impacted since the pandemic began.
Providing employees with financial wellness resources and other support can help small business owners build a more efficient and competitive business, despite the challenges faced during COVID, Ritter says.
“It's a win win for their employees and for their business,” Ritter says. “When employees are more financially stable, they're able to show up more effectively at work.”
SOURCE: Nedlund, E. (13 October 2020) "New financial benefits give small business employees early wage access"(Web Blog Post). Retrieved from https://www.employeebenefitadviser.com/news/new-financial-benefits-give-small-business-employees-early-wage-access
Employees work an extra 26 hours a month when remote
Only months ago, a growing number of businesses were experimenting with or adopting a four-day workweek, but remote work policies imposed by the coronavirus pandemic have pivoted this trend in the opposite direction.
Full-time employees are working an extra 26 hours a month when remote, adding nearly an extra day of work to the week, according to a new report from Owl Labs, a video conferencing technology company.
Employees may also be filling in the time they spent commuting with more time at work. The report found employees were spending an average of 40 minutes daily on their commute.
“Everybody's situation is different, but I was commuting roughly two to three hours per day, which is 10-15 extra hours per week,” Weishaupt says. “Now I have a lot more flexibility in terms of when my workday starts and ends, and I don't have to give that time to the commute — but can actually give it to work.”
But along with increased work hours are increased levels of stress. Almost 1 in 2 employees are worried that staying remote could negatively affect their career, according to the findings. During the coronavirus pandemic, 91% percent of employees say they’ve experienced moderate to extreme stress while working from home, according to a survey by Ginger, a mental health benefits platform.
Despite these challenges, the flexibility of working remotely has helped many employees achieve better work-life balance. Overall, the report found that workers were benefiting from the perks of remote work, and named avoiding their commutes and having more time with their families as top reasons to continue working remotely.
“When you look at the overwhelming data, it shows that employees are much happier, which is a bigger indication of what this change has meant for people,” Weishaupt says. “Yes, people are working significantly more, but they're not having to sacrifice their personal lives to work. People are happier and feel just as productive, if not more [when working remotely].”
SOURCE: Nedlund, E. (21 October 2020) "Employees work an extra 26 hours a month when remote" (Web Blog Post). Retrieved from https://www.benefitnews.com/news/employees-work-an-extra-26-hours-a-month-when-remote
Offices struggle with COVID-19 social distancing measures
Across the nation, many are beginning, if they have not already, are allowed to work from their offices, instead of having to work remotely. Now, due to the coronavirus pandemic, there are several new protocols that many may struggle to maintain. Read this blog post to learn more.
Millions of workers in recent months have returned to offices outfitted with new pandemic protocols meant to keep them healthy and safe. But temperature checks and plexiglass barriers between desks can't prevent one of the most dangerous workplace behaviors for the spread of COVID-19 — the irresistible desire to mingle.
“If you have people coming into the office, it’s very rare for them consistently to be six feet apart,” said Kanav Dhir, the head of product at VergeSense, a company that has 30,000 object-recognition sensors deployed in office buildings around the world tracking worker whereabouts.
Since the worldwide coronavirus outbreak, the company has found that 60% of interactions among North American workers violate the U.S. Centers for Disease Control and Prevention’s six-foot distancing guidelines, as do an even higher share in Asia, where offices usually are smaller.
Most people who can work at home still are and likely will be until at least mid-2021. But as some white-collar workers begin a cautious return, it’s becoming clear how hard it is to make the workplace safe. A bevy of sophisticated sensors and data are being used to develop detailed plans; even IBM’s vaunted Watson artificial intelligence is weighing in. In many cases the data can only verify what should be evident: The modern office, designed to pack in as many workers as possible, was never meant to enforce social distancing.
To date, the coronavirus has infected more than 8 million Americans and is blamed for 220,000 U.S. deaths. So far, efforts to get large numbers of workers into the office haven’t worked out very well. Some workers at Goldman Sachs Group and JPMorgan Chase tested positive after they returned to work and were sent home. With infection rates rising again nationwide, many companies have told most employees to work from home until next year, or even forever. Michigan’s governor approved new rules last week that bar employers from forcing workers back to the office if they can do their job at home.
For those employers pushing ahead with a return to the office, sensors that measure room occupancy are proving to be a necessity, said Doug Stewart, co-head of digital buildings at the technology unit Cushman & Wakefield, which manages about 785-million-square feet of commercial space in North and South America. Most offices are already fitted with sensors of some kind, even if it’s just a badging system or security cameras. Those lagging on such capabilities are now scrambling to add more, he said.
The systems were used before the pandemic to jam as many people together in the most cost-effective way, not limit workplace crowding or keep employees away from each other, Stewart said. With that in mind, companies can analyze the data all they want, but changing human behavior — we’re social creatures, after all — is harder, he said.
“Just because technology identifies it, and the analytics is flagging it, doesn’t mean the behavior will change,” Stewart said.
Because office crowding can show up in air quality, proper ventilation has replaced comfort as the focus for building managers, said Aaron Lapsley, who directs Cushman’s digital building operations with Stewart. Measuring the amount of carbon dioxide or the concentration of aerial particles can determine if airflow needs to be adjusted — or whether some people need to be told to leave a specific area. Employees are now more likely to use smartphone apps to receive alerts and keep tabs on the health and safety of the building, he said.
Something even as trivial as a trip to the bathroom or coffee machine has to be re-examined, said Mike Sandridge, executive director of client success at the technology unit of Jones Lang LaSalle, which oversees about 5-billion-square feet of property globally. Some restrooms have had to be limited to one person, and a red light will come on to let others know whether it’s occupied, based on stepping on a switch. When it’s free, the light turns green. Companies can also monitor whether the snack area is getting crowded, he said.
To help get some of its 350,000 employees back to its 150 offices around the world, International Business Machines is using its problem-solving Watson AI to analyze data from WiFi usage to help design and adjust office occupancy, said Joanne Wright, vice president of enterprise operations.
Understanding worker habits is more useful if you have a way to nudge them into new patterns. Since the pandemic began, Radiant RFID has sold 10,000 wristbands that vibrate when co-workers are too close to each other. The technology was originally designed to warn workers away from dangerous machinery, not other people. So far, the wristbands are responsible for reducing unsafe contacts by about 65%, said Kenneth Ratton, chief executive of the company, which makes radio-communication devices. At this point, the data on more than 3 billion encounters shows the average worker has had about 300 interactions closer than six feet lasting 10 minutes or more.
“The biggest problem is we as Americans haven't really been socially distanced, ever,” Ratton said.
Nadia Diwas is using another kind of technology: a wireless key fob she carries in her pocket made by her employer, Semtech, which tracks her movements and interactions, making it useful for contact tracing if someone gets sick, which is as important as warning people they are too close. The technology originally was developed by Semtech to help devices such as thermostats communicate on the so-called internet of things.
The reality is that people still need to work together, and if you’re back in the office, that means face-to-face interaction, said Diwas, who works in an electronics lab with two and sometimes three other people. She said she comes in contact with more people at the grocery store than in the office.
“It does make me more aware and more careful,” Diwas said in an interview. “The way I picture it in my head is that if both of us stretch our arms out, we should not touch each other.”
For most office workers, the best way to keep a safe distance from colleagues for the foreseeable future will still be on Zoom.
SOURCE: Green, J. (26 October 2020) "Offices struggle with COVID-19 social distancing measures" (Web Blog Post). Retrieved from employeebenefitadviser.com/articles/offices-struggle-with-covid-19-social-distancing-measures
What employers are missing in their workforce data
If employers don't analyze their data thoroughly, they may be missing valuable information that could save their establishment of many costs. Read this blog post to learn more.
Employers are missing out on valuable healthcare information and cost-saving opportunities if they don’t analyze their data thoroughly, panelists at the annual Disability Management Employer Coalition digital conference said.
According to professionals from an insurance company in Portland, Ore., many employers have access to three types of data: healthcare, absence and productivity. HR departments are typically tasked with collecting and analyzing this data, but rarely do they use all three together. But maximizing these findings can help employers better inform their benefit decisions, the panelists said.
“Most employers want to know how much they’re spending on healthcare, but they can learn so much more than that,” said Case Escher, managing partner of the insurance company in Portland, “Very few [employers] use it to explore how health of the workforce is affecting productivity.”
“By comparing health data and absence, you can see if a health condition is causing an employee to miss more work than usual,” said Brycie Repphun, account executive at the insurance company in Portland. “You can use this information to help better inform that person about the services available to them to help them be successful at work.”
Employers can also use their productivity data to help determine if individual employees, or an entire team, are struggling, Escher said. Since productivity is measured differently at every company, and in various positions, employers have to exercise their own judgement about how to interpret it, he said.
“Obviously, if it’s a sales position, and one of your top performers is out because of medical issues, or another personal reason, the productivity of that team is going to suffer,” Escher said. “And if that person is going to be out for a while, the data will likely show that the rest of the team is getting burned out faster to compensate for being understaffed.”
Since the majority of the nonessential workforce is working from home due to the pandemic, Repphun recommends that employers start looking at their data to see how employees are coping.
“Health conditions can definitely impact work performance, but we’re finding that this is happening because of the current work from home situation,” Repphun said. “People aren’t working in ideal conditions, and many have children learning at home as well.”
Escher said self-funded employers are better positioned to make use of their workforce data because they don’t have to go through multiple third-party providers to access all of it. But other employers can still benefit from the information if they’re willing to put in the time and effort to retrieve the reports. While employers can certainly survey their workforce to gauge how working remotely is affecting their productivity, Escher and Repphun said they can get a clear answer by looking at all three data points.
“There’s an indisputable link between health and productivity,” Escher said. “As an employer, you can take this information and use it to make smart decisions to help your employees continue to be successful.”
SOURCE: Webster, K. (31 August 2020) "What employers are missing in their workforce data" (Web Blog Post). Retrieved from https://www.employeebenefitadviser.com/news/what-employers-are-missing-in-their-workforce-data
Strategies for making mental healthcare core to your organization
Mental health in the workplace has been a topic of discussion for a continuous-time, but due to the coronavirus and many rules and regulations beginning to rise, there has been a rise in mental health numbers these past few months. Read this blog post to learn more.
American workers’ mental health improved last month after hitting a three-year low, but overall remains poor, as people struggle with the physical, psychological and financial stressors of the pandemic.
According to HR technology company Morneau Shepell’s May Mental Health Index, which surveyed 5,000 U.S. employees, the overall mental health score for May was -6, up slightly from April’s score of -8, the lowest in the last three years. However, with negative scores indicating worse mental health, the results show that American sentiment remains low.
The rise in May is likely due to state decisions to begin a phased reopening of non-essential retail businesses and restaurants, as well as employers allowing workers to return to the physical workplace, says Paula Allen, the senior vice president of research, analytics and innovation at Morneau Shepell.
“People are starting to see the light at the end of the tunnel,” she says. “But this is for sure not going to be linear. The possibility of a second wave of COVID is quite high.”
The coronavirus and its economic impact is not the only uncertainty that employees are facing. Protests demanding racial equality and justice for the victims of police brutality have erupted across the nation in response to the deaths of George Floyd and Breonna Taylor. Thirty-percent of Americans experienced symptoms of anxiety last week, according to data from the CDC.
“It’s kind of like having the Spanish Flu, the Great Depression, and the Civil Rights Movement all at the same time,” Allen says. “It would be unusual if that doesn’t impact people’s mental health and well-being because you really are taking away a sense of predictability, a sense of certainty, a sense of safety, with all of these things happening at the same time.”
The coronavirus crisis has brought to light the necessity of promoting better mental health in the workplace. Seventy-eight percent of companies offer an EAP with mental health resources, according to the Society for Human Resource Management. Ninety-three percent of companies have encouraged employees to take advantage of EAP resources like telehealth and virtual mental health programs in response to the pandemic, a recent Business Group on Health survey found. Morneau Shepell recommends that employers make mental health more visible in the organization and continue to provide support for employees.
“It works very well when an organization doesn’t look at mental health as a separate program or a separate project that they have a coordinator working on. It’s really built into their business culture as something that they see as valuable and they look for opportunities in every single way to help their employees,” Allen says.
With organizations feeling the effects of the economic downturn, 34% of companies in North America are considering or have implemented pay cuts, according to research from Korn Ferry.
The Morneau Shepell research shows, however, that this can actually be more detrimental to morale: Employees whose salaries were cut had lower mental health scores on the Mental Health Index than those who lost their jobs.
Those who experience a salary cut are put in “a position of limbo” as opposed to having “a clean break” from an employer, Allen says. While an organization may look at reducing an employee’s salary as a lesser evil when compared to terminating them outright, this can cause more anxiety than actually letting the employee go.
“The main thing is we’ve put people in a position of uncertainty, and that increases anxiety, ” she says. “It’s an important thing for organizations to pay attention to because often they will feel that it is a benevolent thing not to terminate someone but to keep them in a way that they can afford, which is to reduce salary. But the other side of the coin is recognizing that this does have a very real impact on people, and anything that those organizations can do to continue to make those people feel connected, to continue to make them feel valued and recognized, make sure that there’s outreach to them by managers, anything to balance the situation is what we would recommend.”
To improve mental health in the workplace, leaders should talk about the importance of good mental health and make employees aware of support services offered, such as an employee assistance program, Allen says.
“Make mental health a very visible thing in the organization. Communication from senior leadership that speaks about the importance of mental health, that the organization cares about the employees’ mental health, and makes sure that people are aware of services that the organization might sponsor,” she says. “That strong voice is important to build awareness and to reduce stigma.”
Organizations must also train their managers on how to handle mental health issues in the workplace. Sometimes managers will notice a change in an employee’s behavior and be at a loss as to how to deal with it, Allen says.
“They might ignore it, they might let it get worse, they might try to step in and become a counselor when they’re not a counselor,” she says. “But if a manager handles that situation well, often it’s a good trigger point for the employee to get the kind of help that they need.”
SOURCE: Del Rowe, S. (12 June 2020) "Strategies for making mental healthcare core to your organization" (Web Blog Post). Retrieved from https://www.employeebenefitadviser.com/news/strategies-for-making-mental-healthcare-core-to-your-organization
COVID-19 at-home testing kits can make returning to work safer
As many begin to return to the workplace, both employers and employees are fearful of bringing the COVID-19 virus into the workplace. A company has produced an at-home testing kit for those returning to work. Read this blog post to learn more.
While access to wide-spread coronavirus testing is still a barrier for millions of Americans, computer software company Appian is partnering with Everlywell, a digital health company, to offer COVID-19 at-home testing kits for employees returning to the workplace.
“Everlywell was founded to give people access to high-quality lab tests that can be taken at home,” said Julia Cheek, founder and CEO of Everlywell. “We are proud to support Appian’s customers in providing FDA-authorized COVID-19 testing to help keep them safe.”
Since March, more than 50 million coronavirus tests have been reported to the CDC, of which 5 million were positive. But as states reopen their economies and infection rates increase, there are growing concerns about supply chain problems, according to Politico. Reopening has increased demand for testing, causing samples to pile up faster than labs can analyze them, which is lengthening turnaround times for results — complicating efforts to contain the virus.
Everlywell’s at-home lab tests seek to streamline the process of testing for their employer clients. The COVID-19 test will be integrated within the Appian Workforce Safety solution. Through the partnership, people using Appian’s return-to-site solutions will be able to request home delivery of Everlywell’s COVID-19 testing kit by taking a screening questionnaire based on CDC guidelines. Each test request will be reviewed by an independent physician from Everlywell’s third-party telehealth partner. Test results can be delivered to the test-taker’s mobile device in 24-48 hours after the sample arrives at an authorized lab.
The lab tests have received emergency use authorization from the Food and Drug Administration. The testing used by the company and its lab partners meet the FDA’s performance criteria for COVID-19 test accuracy, and telehealth consultations are included for those who test positive.
“How much you know as an organization is how much you can protect the members of your organization,” says Matt Calkins, CEO of Appian. “This is the fastest way to get information on infection. We've seen that high amounts of testing can help minimize COVID-19. Knowledge is power, so we're trying to get [employers] as much knowledge as possible, as quickly as possible, and provide them with another tool to keep their employees safe.”
As employers make their strategies for returning to work, workplace safety is of top concern. Antibody screening, thermal cameras and on-site nurses are all methods being considered to help employees stay safe. Digital health is playing a major role in helping employees self-report their risks, whether that be the employee taking the subway, or living with someone who’s immunosuppressed. It can also help employers scalably monitor and assess people's symptoms on a daily basis, ensuring that sick employees stay at home and quarantine. Workplace changes may also include desks and workstations being spread further apart, and stricter limitations on large meetings and gatherings in the office.
Appian’s platform helps employers centralize and automate all the key components needed for safe returns to work. Through the platform, employers can process health screenings, return-to-site authorizations, contact tracing, isolation processing, and now, COVID-19 testing.
“A lot of people would rather work with an employer who goes the extra mile, who’s willing to offer and pay for tests if necessary for their own employees, and to quickly deploy it, where there’s even a suspicion of transmission,” Calkins says. “It’s a responsible gesture and a serious signal that the employer cares about the health of their workforce, and employees are reassured that their colleagues are more likely to be healthy.”
SOURCE: Nedlund, E. (30 July 2020) "COVID-19 at-home testing kits can make returning to work safer" (Web Blog Post). Retrieved from https://www.employeebenefitadviser.com/news/covid-19-at-home-testing-kits-can-make-returning-to-work-safer
Employees are fearful of being replaced by automation
Technological advances are starting to scare employees regarding job security. Although automation is creating a scare, companies are using technology to transform and improve productivity within their organization. Read this blog post to learn more regarding the benefits of automation technology in the workplace.
Automation is transforming businesses and directly impacting bottom lines as a result of improved productivity. But it also raises employees’ concerns about their job security, according to a new study by research firm Forrester and UiPath, a robotic process automation (RPA) software company.
Some 41% of companies say their employees are concerned that their existing digital skills may not match what their job will require in the future, the study finds. However, by training employees, providing them vocational courses, or encouraging them to pursue digital qualifications, companies can help them to overcome fears around automation and embrace it as a productivity-boosting asset.
“We need programs that not only train you to be a better employee at an institution, but advances your digital skills as well,” said Craig Le Clair, vice president and principal analyst at Forrester, speaking during a recent webinar. “We need a new form of education and training that can keep pace with the technology, particularly due to automation.”
Companies having their own training programs at work — trying to mimic the kind of experience that you have in traditional education — is a legitimate and important development, because traditional education cannot keep pace with what's going on, Le Clair said.
Companies are increasingly investing in automation — including technology like AI and RPA — and is now the driver of most organizations’ digital transformation strategies. For 66% of companies in the study, RPA software spend is going to increase by at least 5% over the next 12 months. Forrester predicts that the RPA services market will reach $7.7 billion, and eventually balloon to $12 billion by 2023.
The dynamics of the labor market, technical feasibility, and acceptance of the more advanced AI building blocks like deep learning and conversational intelligence are just some of the factors that will determine the pace of workforce automation.
Automation can not only benefit employers, but also employees. Automating repetitive, rule-based tasks enables employees to focus on higher-value activities that require advanced skills and improves employee engagement. The study found that a 5% improvement in employee engagement leads to a 3% increase in revenue, indicating that more engaged employees means higher growth.
“Organizations can view the future of work as a competency, as something that they have a view on and has a distinguishing approach to,” Le Clair said. “This is going to help with recruiting and retention, and help [companies] deal with these transformations that are occurring. It can change the way you serve customers for the better. You can get more of your humans working on the thing that humans do the best, which is carrying on conversations with other humans. [Automation helps you] extract that labor value and move it into the right places.”
SOURCE: Nedlund, E. (12 February 2020) "Employees are fearful of being replaced by automation" (Web Blog Post). Retrieved from https://www.benefitnews.com/news/employees-are-fearful-of-being-replaced-by-automation
Data-Driven Decisions Start with These 4 Questions
With data being considered the new oil, unique advantages are being brought into the business world. Properly using data can result in unimaginable possibilities, but to get the correct answers the right questions must be asked. Read this blog post to learn more about how data is introducing optimized operations and new possibilities with the help of new questions being asked.
Data has become central to how we run our businesses today. In fact, the global market intelligence firm International Data Corporation (IDC) projects spending on data and analytics to reach $274.3 billion by 2022. However, much of that money is not being spent wisely. Gartner analyst Nick Heudecker has estimated that as many as 85% of big data projects fail.
A big part of the problem is that numbers that show up on a computer screen take on a special air of authority. Once data are pulled in through massive databases and analyzed through complex analytics software, we rarely ask where it came from, how it’s been modified, or whether it’s fit for the purpose intended.
The truth is that to get useful answers from data, we can’t just take it at face value. We need to learn how to ask thoughtful questions. In particular, we need to know how it was sourced, what models were used to analyze it, and what was left out. Most of all, we need to go beyond using data simply to optimize operations and leverage it to imagine new possibilities.
We can start by asking:
How was the data sourced?
Data, it’s been said, is the plural of anecdote. Real-world events, such as transactions, diagnostics, and other relevant information, are recorded and stored in massive server farms. Yet few bother to ask where the data came from, and unfortunately, the quality and care with which data is gathered can vary widely. In fact, a Gartner study recently found that firms lose an average of $15 million per year due to poor data quality.
Often data is subject to human error, such as when poorly paid and unmotivated retail clerks perform inventory checks. However, even when the data collection process is automated, there are significant sources of error, such as intermittent power outages in cellphone towers or mistakes in the clearing process for financial transactions.
Data that is of poor quality or used in the wrong context can be worse than no data at all. In fact, one study found that 65% of a retailer’s inventory data was inaccurate. Another concern, which has become increasingly important since the EU passed stringent GDPR data standards is whether there was proper consent when the data was collected.
So don’t just assume the data you have is accurate and of good quality. You have to ask where it was sourced from and how it’s been maintained. Increasingly, we need to audit our data transactions with as much care as we do our financial transactions.
How was it analyzed?
Even if data is accurate and well maintained, the quality of analytic models can vary widely. Often models are pulled together from open-source platforms, such as GitHub, and repurposed for a particular task. Before long, everybody forgets where it came from or how it is evaluating a particular data set.
Lapses like these are more common than you’d think and can cause serious damage. Consider the case of two prominent economists who published a working paper that warned that U.S. debt was approaching a critical level. Their work caused a political firestorm but, as it turned out, they had made a simple Excel error that caused them to overstate the effect that debt had on GDP.
As models become more sophisticated and incorporate more sources, we’re also increasingly seeing bigger problems with how models are trained. One of the most common errors is overfitting, which basically means that the more variables you use to create a model, the harder it gets to make it generally valid. In some cases, excess data can result in data leakage, in which training data gets mixed with testing data.
These types of errors can plague even the most sophisticated firms. Amazon and Google, just to name two of the most prominent cases, have recently had highly publicized scandals related to model bias. As we do with data, we need to constantly be asking hard questions of our models. Are they suited to the purpose we’re using them for? Are they taking the right factors into account? Does the output truly reflect what’s going on in the real world?
What doesn’t the data tell us?
Data models, just like humans, tend to base judgments on the information that is most available. Sometimes, the data you don’t have can affect your decision making as much as the data you do have. We commonly associate this type of availability bias with human decisions, but often human designers pass it on to automated systems.
For instance, in the financial industry, those who have extensive credit histories can access credit much easier than those who don’t. The latter, often referred to as “thin-file” clients, can find it difficult to buy a car, rent an apartment, or get a credit card. (One of us, Greg, experienced this problem personally when he returned to the U.S. after 15 years overseas).
Yet a thin file doesn’t necessarily indicate a poor credit risk. Firms often end up turning away potentially profitable customers simply because they lack data on them. Experian recently began to address this problem with its Boost program, which allows consumers to raise their scores by giving them credit for things like regular telecom and utility payments. To date, millions have signed up.
So it’s important to ask hard questions about what your data model might be missing. If you are managing what you measure, you need to ensure that what you are measuring reflects the real world, not just the data that’s easiest to collect.
How can we use data to redesign products and business models?
Over the past decade, we’ve learned how data can help us run our businesses more efficiently. Using data intelligently allows us to automate processes, predict when our machines need maintenance, and serve our customers better. It’s data that enables Amazon to offer same-day shipping.
Data can also become an important part of the product itself. To take one famous example, Netflix has long used smart data analytics to create better programming for less money. This has given the company an important edge over rivals like Disney and WarnerMedia.
Yet where it gets really exciting is when you can use data to completely re-imagine your business. At Experian, where Eric works, they’ve been able to leverage the cloud to shift from only delivering processed data in the form of credit reports to a service that offers its customers real-time access to more granular data that the reports are based on. That may seem like a subtle shift, but it’s become one of the fastest-growing parts of Experian’s business.
It’s been said that data is the new oil, but it’s far more valuable than that. We need to start treating data as more than a passive asset class. If used wisely, it can offer a true competitive edge and take a business in completely new directions. To achieve that, however, you can’t start merely looking for answers. You have to learn how to ask new questions.
SOURCE: Haller, E.; Satell, G. (11 February 2020) "Data-Driven Decisions Start with These 4 Questions" (Web Blog Post). Retrieved from https://hbr.org/2020/02/data-driven-decisions-start-with-these-4-questions
Reducing the stigma of mental illness with digital treatment options
With mental health becoming a subject that is more relevant in workplace cultures, employers are realizing that providing resources regarding mental health could benefit employees' health and productivity. One in four people are affected by a mental health disorder during their life, and it's important for employers to provide as many resources for their employees. Read this blog post to learn how providing resources for employees could help long-term.
Mental health has become a global epidemic, and employers are quickly becoming aware of how important it is to provide resources for workers who may be struggling.
“We’ve gone through an evolution from where mental health wasn’t being addressed at all within the workplace to a point today where there is a far higher level of awareness,” says Ken Cahill, CEO of SilverCloud Health, a digital mental health company. “But we have to move from that to providing an actionable plan and a solution within the workplace.”
One in four people will be affected by a mental health disorder during their life, and 450 million people have mental health issues, according to the World Health Organization. The financial drain on the workplace is staggering: mental illness accounts for $194 billion in lost revenue per year due to increased healthcare costs, lost productivity and absenteeism, according to the National Alliance on Mental Illness.
“People aren't being given the toolkits to help them handle the key challenges that are there in life,” Cahill says. “Those [challenges] will leak into the everyday work environment.”
Despite the growing number of people living with mental health disorders, finding accessible and affordable treatment is often a barrier to getting help. Two-thirds of people with mental disorders never seek treatment from health professionals, according to WHO.
“The level of acceptance around mental health is improving, but the system is getting worse — our access to mental health professionals, psychiatrists and others is getting worse,” says Michael Thompson, president and CEO of the National Alliance of Healthcare Purchaser Coalitions.
SilverCloud hopes to ease the burden through their benefits platform, treating mental health needs through online modules, journaling and coaching.
“It’s very much about the full spectrum of care — challenges around work-life balance, resilience, sleep, financial debt, anxiety and depression,” Cahill says. “What we're delivering to the organization is a full end-to-end solution, and everyone can access it.”
SilverCloud uses techniques backed by cognitive behavioral therapy, one of the most common forms of treatment. Users start by taking a short quiz, which identifies a variety of risk factors associated with their mental health and assigns them various program modules 30 to 40 minutes in length. Users also have access to in-person coaches who can personalize and suggest other modules and features, depending on their needs.
Cahill says SilverCloud can be used in conjunction with in-person therapy and other mental health treatments, but 65% of users report a clinically significant improvement in the reduction or severity of their symptoms, in line with person-to-person therapy outcomes. Currently, over 200 healthcare, payor and employee benefits organizations are working with SilverCloud. Express Scripts and Mercer Canada will soon be able to get access to the company’s digital mental health platform as well.
SilverCloud is part of a growing group of digital mental health providers hoping to meet the demands of employees placing a high priority on accessible, tech-based mental health benefits. Benefitfocus includes access to Happify through their BenefitsPlace platform. The mental health app uses gamification to teach mood training. Additionally, Cisco recently partnered with Vida, a chronic care app, to offer teletherapy through its digital coaching platform.
Cahill says the focus on the importance of good mental health will push employers to keep fighting for these critical resources.
“The reason we all hold down a job, work as functioning members of society, hold on to relationships and those kinds of things are the result of good mental health,” he says. “There’s still work to be done, but the strides that have been made are a real sea change from where we were two or three years ago.”
SOURCE: Place, A. (31 January 2020) "Reducing the stigma of mental illness with digital treatment options" (Web Blog Post). Retrieved from https://www.benefitnews.com/news/reducing-the-the-stigma-of-mental-illness-with-digital-treatment-options
Top 4 HR trends to watch this year
How can HR professionals better engage employees, improve an organization's brand, and maximize productivity and profitability? Their success will rely on HR departments staying nimble and leveraging technological advances to help reshape workplace practices. Here are four HR trends to watch this year:
HR professionals can no longer rest on their laurels. They are now looking to implement innovative strategies to better engage employees, improve the company’s brand both internally and externally, maximize productivity and increase the organization’s profitability.
So how can HR professionals go about making this happen? The success of HR will largely be based on staying nimble, evolving their organization’s policies and leveraging technological advances to ultimately reshape their workplace practices.
With that in mind, here are the top HR trends that will take center stage:
The gig economy and the importance of flexibility. The gig economy, which is comprised of individuals with short-term or temporary engagements with a company, is substantially important to employers. Here, workers are seeking increased flexibility and control over their work environments. Since many questions remain unanswered regarding worker classification issues and the application of existing laws in the gig economy, look for the Department of Labor to issue an opinion letter or guidance in 2019 detailing how a company may compliantly work within the gig economy and not run afoul of existing independent contractors.
Flexibility also is important for all employees — not just for the gig economy. While telecommuting and remote positions are not new, they are being emphasized again to better engage employees and increase retention metrics.
The tech effect on future of HR. The strategic and consistent use of workforce data analytics to predict and improve a company’s performance has exploded over the last several years, with additional momentum expected in 2019. While most HR professionals rely on metrics for basic recruiting and turnover rates, more in-depth analytics and trend spotting has become the norm.
Once trends are identified in, for example, turnover rates, an HR professional should have the tools to dive into the data and analyze root causes, such as the need for manager training, review of compensation strategies or a change in the company’s culture. Using predictive analytics in the HR space is helping companies make better informed, dynamic and wiser decisions based on historical data, as well as placing HR on the level of other data-driven company departments, such as finance and marketing.
The collection of this enormous amount of data also poses challenges and potential risks to companies, including negative perceptions among employees about how their data is being used, employee privacy laws and potential security breaches. Strong and comprehensive security policies, protocols and controls are necessary to ensure employers are keeping their employees’ data safe. In 2019, a steady flow of communications to employees regarding advanced security and usage policies is key to prevent data misuse or misunderstanding regarding how information is collected and used.
Artificial intelligence also will continue to be a significant focus driving improvement in the HR arena. Determining which data to collect, analyze and protect will provide opportunities for AI to assume a larger role in HR. Also, in some large organizations, AI already is being used for more than just automating repetitive HR tasks, such as onboarding new employees. The future of AI for most companies will include creating more personalized employee experiences as well as supporting critical decisions. From analyzing performance data to eliminating biases when screening candidates, AI will continue to be a pivotal HR tool.
Strategies for successful recruitment. Running an effective talent pipeline should be the objective of all hiring endeavors. Pipelining is consistently gaining traction as a recruitment tool for new employees. The concept employs marketing concepts to ensure that companies have a diverse group of strong recruits waiting to be hired. Pipelining reduces time to hire and leads to better quality candidates.
Health, wellness and adequate employee training. Another area of importance is multi-faceted wellness programs, which focus on an employee’s total well-being, from nutrition to financial wellness. These programs often include a comprehensive employee assistance program, training and activities during worktime. The training can focus on anything from physical health to development of employees’ knowledge base and technology-focused education. A greater emphasis also is being placed on workplace communication coaching, such as collaboration and negotiation, which are critical to success in the workplace.
Continued training and heightened prevention of sexual harassment and discrimination will be another trend this year. Organizations big and small must ensure that compliant policies are in place and employees are trained on the policies. Several states including California, New York, Connecticut and Maine already mandate that private employers must provide harassment training to workers, and the number of states requiring this training is expected to increase in the coming years.
SOURCE: Seltzer, M. (03 January 2020) "Top 4 HR trends to watch this year" (Web Blog Post). Retrieved from https://www.benefitnews.com/opinion/top-4-hr-trends-to-watch-this-year