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Villanova University Professor Breaks Down Wage Gaps as Equal Pay Day Approaches
March 24 marks Equal Pay Day, dedicated to public awareness of the difference in average earnings between men and women. This will be the 25th Equal Pay Day since it was created by the National Committee on Pay Equity. David Anderson, PhD, is an associate professor of analytics at the Villanova School of Business, whose academic research focuses on how companies can measure and address gender pay gaps. (Along with his doctoral advisor, Dr. Anderson also started PayAnalytics, which helps companies measure and close gender and racial pay gaps. They've worked with companies that have from 40 to 100,000 employees to help them close pay gaps.) He explains that there are two key numbers to consider regarding pay gaps: "The 'raw' or 'unadjusted' pay gap is the number when we say, 'women earn 77 cents on the dollar compared to men,'" said Dr. Anderson. "The second is the 'adjusted' pay gap, which is typically smaller, in the single digits of percentages. This is what equal pay for equal work laws usually target." Anderson notes that these divides are calculated differently: "The unadjusted pay gap is a society issue in terms of who has access to education and opportunity, who gets promoted and which types of work are paid more or less money. The adjusted pay gap is calculated within companies and measures how much less women are paid on average compared to men with similar qualifications doing similar work. These are driven by such things as access to overtime, but also this is where bias comes into play—both individual bias and systemic bias." The intersection of gender and sexuality poses additional influence on pay gaps (as well as other workplace discrepancies), and progress on addressing wage gaps is also changing due to our current world. "I think with COVID and the impact it has taken on women's careers, particularly on mothers, it is quite likely we are moving backwards right now," said Dr. Anderson. So how do we combat these gaps? Dr. Anderson believes one step is instituting company regulations. "There's a ton of work on the adjusted pay gap, but very little on the raw pay gap. This is understandable—no one company can fix the unadjusted pay gap by itself, but they can be expected to meet equal pay for equal work requirements. The adjusted pay gap is a company-level responsibility, so it is a really nice target for regulations, while the unadjusted pay gap requires broader social changes, e.g., more flexible parental leave and more access to managerial positions." For the future, Dr. Anderson predicts changes due to COVID: "I think on the domestic front the effects of COVID will definitely make things worse in the short-term. But I think equal pay is on the Biden administration's agenda, so there's probably going to be forward movement on that front on a national level as well as in states, such as California, Massachusetts and New York, that are passing and enforcing stricter laws which will start to have an impact as well," said Dr. Anderson.
What We Can Learn From Celebrating Irish-American Heritage Month
About two weeks ago, President Joseph Biden declared March 2021 Irish-American Heritage Month. In an official statement, the president said, "We owe a debt of gratitude to the Irish-American inventors and entrepreneurs who helped define America as the land of opportunity... The fabric of modern America is woven through with the green of the Emerald Isle." As the director of the Center for Irish Studies at Villanova University, an institution founded by Irish Augustinians to educate the children of Irish immigrants, Joseph Lennon, PhD, agrees. He hopes to use this presidential declaration as an opportunity to expand the conversation around what it means to be of Irish descent beyond wearing green and watching the annual St. Patrick's Day parade. The way Dr. Lennon sees it, "there is much more to Irish America than a parade and parties." With such a rich history of Irish immigrants and their descendants living in and contributing to the development of the United States, Dr. Lennon sees March 2021 as an important time to reflect on the "contributions and travails of this ethnicity" in a way that reaches beyond "silly slogans and marketing schemes." He reminds us, "there are over 30 million Irish Americans. The Irish contributed massively to the infrastructure of industrial America and later to the civil, education and business worlds—not to mention the Catholic Church." Dr. Lennon also hopes this month will help redefine the larger notion of what it looks like to be Irish and American. He notes that "38% of African Americans have Irish ancestry," but acknowledges that "this is a complicated issue," since in some cases this may stem from abuses suffered during the American practice of slavery. It is important conversations like these that Dr. Lennon wants to bring to light during Irish-American Heritage Month, and he stresses that "more research is needed into understanding this history—as well as the unions between Irish immigrants and northern-bound African Americans during the late nineteenth century." Per Dr. Lennon, these historical events are tied to our present day. He sees a need for "the level of recent racist attachments to Irishness... to be confronted with historical knowledge and anti-racist understandings." With such important issues in mind, Dr. Lennon wants to impart that "the Irish diaspora is global and diverse and Irish culture runs much more deeply and broadly in America than we might guess by just attending the St. Patrick's Day celebrations." He adds, "I'm curious to see if the conversation continues past St. Patrick's Day this year." Despite most St. Patrick’s Day events and programs being virtual in 2021, there are many opportunities to celebrate Irish-American heritage this year. At Villanova, the Center for Irish Studies is hosting a virtual St. Patrick's Day Celebration called "Links Across the Atlantic" on Wednesday, March 17, from 10:00 a.m. to 9:00 p.m. This free celebration will include live entertainment segments, from an Irish breakfast tutorial with study abroad director Mary Madec to lunchtime laughs with actor Johnny Murphy, and will culminate with a streamed Irish music fèis (or festival) in partnership with Tune Supply, featuring We Banjo 3, the Friel Sisters and One for the Foxes! For more information or to register for this event, please click here.
Why online recommendations make it easier to hit “buy”
When it is time to buy something online, perhaps a coffee maker, you might head to Amazon and browse items for sale. One particular model might spark interest. The product page may contain recommendations for other goods: complementary products such as coffee filters; or recommendations for different, competitor coffee maker brands offering unique features and prices. E-commerce websites commonly use product recommendations — called co-purchase and co-view recommendations — to keep users locked into the sales funnel and increase customer retention. But what impact do these types of recommendations actually have on consumers? How do they influence one’s willingness to pay for the original product searched? In fact, the level of influence depends on how close a consumer is to making that purchase, says Jesse Bockstedt, associate professor of information systems & operations management at Emory’s Goizueta Business School. In addition, what type of recommendation the consumer sees plays a role in purchasing as well. To shed empirical light on this, Bockstedt teamed with Mingyue Zhang from the Shanghai International Studies University. “We were curious. We knew that recommendation systems are integral to how consumers discover products online – a good 35 percent of Amazon sales can be attributed to recommendations, for instance,” Bockstedt says. “But we knew a lot less about how recommendations change consumer behavior in relation to a focal product.” Specifically, the researchers were interested in looking at the effect of complementary versus substitutable products, and what impact the price of these types of products had on consumer behavior. They also wanted to know whether these effects were more or less amplified depending on whether consumers were at the exploratory phase in the buying process or ready to go ahead and make the purchase. To unpack the dynamics at play, Bockstedt and Zhang ran two experiments that simulated the online purchasing experience. The researchers had volunteers go through the process of evaluating different products and then report back on how much they were willing to pay for each. “We asked volunteers to look at a product page for a computer mouse, and we randomly assigned different recommendations to that page – some that were for other mice, and others that were for goods and products that would complement the original mouse. Going through the experiment, we also manipulated the price that volunteers saw on different pages, both for the recommended substitute and complementary products,” he says. “Finally, we looked at the effect of timing and the sales funnel. In one case we had volunteers look for a highly specific mouse and recommended a particular product page to them. To simulate the more exploratory phase, we gave them many pages and asked them to click on the one they found most interesting.” In total, Bockstedt and Zhang put 200+ volunteers through the replica virtual purchasing experience and recorded their willingness to pay the advertised price for the focal product on scale of 0 to 100, depending on what they had seen and the point in the sales funnel they had seen the recommendations. If you are looking to learn more about this research and the results, Emory has a full article published for reading and review. If you are a journalist looking to cover this topic or if you are simply interested in learning more, then let us help. Jesse Bockstedt, associate professor of information systems and operations management at Emory’s Goizueta Business School. He is available to speak with media, simply click on his icon now – to book an interview today.
Fewer cars, but more fatalities - What's happening on America's pandemic roadways
Fewer vehicles are traveling on America's roadways during the ongoing coronavirus pandemic, but the number of fatal car crashes in 2020 increased exponentially compared to the same time period in 2019. UConn expert Eric Jackson, a research professor and director of the Connecticut Transportation Safety Research Center, and behavioral research assistant Marisa Auguste examined the increase in a recent essay published by The Conversation: Curious about traffic crashes during the pandemic, we decided to use our skills as a social scientist and a research engineer who study vehicle crash data to see what we could learn about Connecticut’s traffic deaths when the stay-at-home orders first went into place last March. A partnership between the Department of Transportation, local hospitals and the University of Connecticut discovered what many people intuitively knew: Traffic volume and multivehicle crashes fell significantly during the stay-at-home order. Statewide, daily vehicle traffic fell by 43% during the stay-at-home order compared to earlier in the year, while mean daily counts of multivehicle crashes decreased from 209 before the stay-at-home order to 80 during lockdown. What was unexpected, however, was the significant increase in single-vehicle crashes, especially fatal ones. During the stay-at-home period, the incidence rate of fatal single-vehicle crashes increased 4.1 times, while the rate of total single-vehicle crashes was also up significantly. Data about all crash types in the state, whether single- or multivehicle, tell a similar story. Although preliminary, police reports have placed the 2020 year-end total for traffic deaths at 308, a 24% increase from 2019. While the researchers said that it's unclear why this counterintuitive increase in fatalities on the roads has occurred, their advice to drivers? "Check your speed" and "don't drive angry." If you are a journalist looking to know more about this topic, let us help. Simply click on Eric Jackson’s icon to arrange an interview today.
What’s next for Myanmar? Our expert can help if you are covering.
The troubled and fledgling democracy that existed in Myanmar has been overtaken by a military coup. The tiny South-Asian country is no stranger to military dictatorships and the uprisings occurring are the third time in recent history that the country has been in disarray. The reason for the interventions, as it’s being spun by the military, is to preserve the concepts of democracy with the promise of new elections on the horizon. “The Burmese military has long considered itself as the principle protector of the Myanmar nation, and they have treated internal critics and democratic reformers as enemies of the nation,” said Dr. Andrew Goss,” chair of the Department of History, Anthropology and Philosophy at Augusta University. “While the partial democratic reforms instigated by the military a decade ago gave many hope that Myanmar was changing, the election last year did not produce the results the military expected.” In his first televised address since the takeover, Min Aung Hlaing, a career military officer who is commander in chief of Myanmar's armed forces, repeated claims of fraud in November's election, and said the military will hold new elections and transfer power to the winner. He did not specify when those elections would take place, though the military had previously declared a year-long state of emergency. The military has imposed numerous restrictions on gatherings and activities in the country's largest cities of Yangon and Mandalay, effective Monday until further notice. Restrictions include an 8 p.m. to 4 a.m. curfew, as well as a ban on motorized processions and gatherings of more than five people. They are effective on a township-by-township basis. In his address, Min Aung Hlaing said an electoral commission did not properly investigate irregularities over voter lists or allow fair campaigning, according to the BBC, which notes that the commission did not find evidence to support claims of widespread fraud. He also promised that a reformed commission would oversee another election, and spoke of achieving a "true and disciplined democracy." But when those elections will happen and who will be able to seek office have yet to be explained. The situation has garnered international attention and condemnation – and if you are a journalist covering these ongoing developments in Myanmar, then let our experts help with your coverage. Dr. Andrew Goss is a renowned expert in Asian history and can speak to reporters covering the events taking place now. To arrange an interview with Dr. Goss, simply click on his name.
Online ratings systems shouldn’t just be a numbers game
When you’re browsing the internet for something to buy, watch, listen, or rent, chances are that you will scan online recommendations before you make your purchase. It makes sense. With an overabundance of options in front of you, it can be difficult to know exactly which movie or garment or holiday gift is the best fit. Personalized recommendation systems help users navigate the often-confusing labyrinth of online content. They take a lot of the legwork out of decision-making. And they are an increasingly commonplace function of our online behavior. All of which is in your best interest as a consumer, right? Yes and no, says Jesse Bockstedt, associate professor of information systems and operations management at Emory’s Goizueta Business School. Bockstedt has produced a body of research in recent years that reveals a number of issues with recommendation systems that should be on the radar of organizations and users alike. While user ratings, often shown as stars on a five- or ten-point scale, can help you decide whether or not to go ahead and make a selection, online recommendations can also create a bias towards a product or experience that might have little or nothing to do with your actual preferences, Bockstedt says. Simply put, you’re more likely to watch, listen to, or buy something because it’s been recommended. And, when it comes to recommending the thing you’ve just watched, listened to, or bought yourself, your own rating might also be heavily influenced by the way it was recommended to you in the first place. “Our research has shown that when a consumer is presented with a product recommendation that has a predicted preference rating—for example, we think you’ll like this movie or it has four and a half out of five stars—this information creates a bias in their preferences,” Bockstedt says. “The user will report liking the item more after they consume it if the system’s initial recommendation was high, and they say they like it less post-consumption, if the system’s recommendation was low. This holds even if the system recommendations are completely made up and random. So the information presented to the user in the recommendation creates a bias in how they perceive the item even after they’ve actually consumed or used it.” This in turn creates a feedback loop which can reflect authentic preference, but this preference is very likely to be contaminated by bias. And that’s a problem, Bockstedt says. “Once you have error baked into your recommendation system via this biased feedback loop, it’s going to reproduce and reproduce so that as an organization you’re pushing your customers towards certain types of products or content and not others—albeit unintentionally,” Bockstedt explains. “And for users or consumers, it’s also problematic in the sense that you’re taking the recommendations at face value, trusting them to be accurate while in fact they may not be. So there’s a trust issue right there.” Online recommendation systems can also potentially open the door to less than scrupulous behaviors, Bockstedt adds. Because ratings can anchor user preferences and choices to one product over another, who’s to say organizations might not actually leverage the effect to promote more expensive options to their users? In other words, systems have the potential to be manipulated such that customers pay more—and pay more for something that they may not in fact have chosen in the first place. Addressing recommendation system-induced bias is imperative, Bockstedt says, because these systems are essentially here to stay. So how do you go about attenuating the effect? His latest paper sheds new and critical light on this. Together with Gediminas Adomavicius and Shawn P. Curley of the University of Minnesota and Indiana University’s Jingjing Zhang, Bockstedt ran a series of lab experiments to determine whether user bias could be eliminated or mitigated by showing users different types of recommendations or rating systems. Specifically they wanted to see if different formats or interface displays could diminish the bias effect on users. And what they found is highly significant. Emory has published a full article on this topic – and its available for reading here: If you are a journalist looking to cover this topic or if you are simply interested in learning more, then let us help. Jesse Bockstedt, associate professor of information systems and operations management at Emory’s Goizueta Business School. He is available to speak with media, simply click on his icon now – to book an interview today.
Comfort Women – UConn expert weighs in as a dark piece of history returns to light
A recent article in an academic journal claiming that Korean comfort women -- imprisoned, raped, and subjected to brutal atrocities during World War II -- were "prostitutes" who had willingly entered indentured contracts set off a firestorm of controversy and a chorus from historians and academics calling for the paper's retraction. It's a topic garnering international attention as survivors continue to seek resolution, compensation, and acknowledgement of the past. UConn's Alexis Dudden is a professor of history specializing in Japan and Korea who has heard stories from survivors first-hand and is among those scholars calling out the erroneous claims: A recent academic journal article by the professor — in which he described as “prostitutes” the Korean and other women forced to serve Japan’s troops — prompted an outcry in South Korea and among scholars in the United States. It also offered a chance, on the Zoom call last week, for the aging survivor of the Japanese Imperial Army’s brothels to tell her story to a group of Harvard students, including her case for why Japan should issue a full apology and face international prosecution. “The recent remarks by the professor at Harvard are something that you should all ignore,” Lee Yong-soo, a 92-year-old in South Korea and one of just a handful of so-called comfort women still living, told the students. But the remarks were a “blessing in disguise” because they created a huge controversy, added Ms. Lee, who was kidnapped by Japanese soldiers during World War II and raped repeatedly. “So this is kind of a wake up call.” The dispute over the academic paper has echoes of the early 1990s, a time when the world was first beginning to hear the voices of survivors of Japan’s wartime sexual slavery in Asia — traumas that the region’s conservative patriarchal cultures had long downplayed. Now, survivors’ testimony drives much of the academic narrative on the topic. Yet many scholars say that conservative forces are once again trying to marginalize the survivors. “This is so startling, 30 years later, to be dragged back, because in the meantime survivors from a wide range of countries found a voice,” Alexis Dudden, a historian of Japan and Korea at the University of Connecticut who has interviewed the women. In dual articles from The New Yorker and The New York Times, Dr. Dudden weighed in on the controversial journal article and offered her findings on the atrocities committed against the women: Alexis Dudden, the historian of Japan and Korea, was one of the scholars invited to publish a reply to Ramseyer in the journal. In her comment, she observes that a reason for studying past atrocities is to try to prevent similar occurrences in the future, “not to abuse history by weaponizing it for present purposes.” She told me of meeting Korean comfort women in Tokyo, in 2000, at the Women’s International War Crimes Tribunal on Japan’s Military Sexual Slavery. “One of them had her tongue cut out,” she said. “Another woman literally lifted up her hanbok to show me where one of her breasts had been lopped off.” Dudden said that the tribunal was “a big watershed in terms of understanding how oral testimony really was necessary, to shift the legal approach but also in terms of doing historical evidence gathering” in the study of crimes against humanity. In some sense, such testimony of atrocities is seemingly irrefutable. But historians such as Dudden continually seek to verify it, producing knowledge of unspeakable horrors, through cycles of historical denial, political conflict, and diplomatic irresolution. If you are a journalist covering this topic, Dr. Dudden is available to speak with media about how history is playing a role in the current controversy. Click on her icon to arrange an interview today.
March is Women’s History Month – Let the expert from Georgia Southern help if you are covering
March is Women’s History Month – a full month dedicated to the efforts, rights and advancement of women in America. Felicity Turner, Ph.D., associate professor of history at Georgia Southern University, specializing in women’s issues and is regularly featured in media speaking to the subject. "This year, the pandemic has clearly demonstrated that, despite the great strides that all women have made toward achieving equality, much remains to be done," said Turner. "In many households, ever more women have taken on the multiple roles of principal caretaker and schoolteacher, while holding down full-time jobs. "Looking to the past helps us understand why the burden of this labor has fallen disproportionately on the shoulders of women. Importantly, however, history also helps us appreciate how women today can continue to work toward equality in the future." If you are a journalist looking to cover this angle, or any other aspect of Women’s History Month – then let us help with your coverage. Felicity Turner is available for interviews — simply reach out to Georgia Southern Director of Communications Jennifer Wise at jwise@georgiasouthern.edu to set and time and date.
With the topic of reparations under discussion and debate, Thomas Craemer -- an expert from the University of Connecticut -- had this to offer in a new essay for The Conversation: The cost of slavery and its legacy of systemic racism to generations of Black Americans has been clear over the past year – seen in both the racial disparities of the pandemic and widespread protests over police brutality. Yet whenever calls for reparations are made – as they are again now – opponents counter that it would be unfair to saddle a debt on those not personally responsible. In the words of then-Senate Majority Leader Mitch McConnell, speaking on Juneteenth – the day Black Americans celebrate as marking emancipation – in 2019, “I don’t think reparations for something that happened 150 years ago for whom none of us currently living are responsible is a good idea.” As a professor of public policy who has studied reparations, I acknowledge that the figures involved are large – I conservatively estimate the losses from unpaid wages and lost inheritances to Black descendants of the enslaved at around US$20 trillion in 2021 dollars. But what often gets forgotten by those who oppose reparations is that payouts for slavery have been made before – numerous times, in fact. And few at the time complained that it was unfair to saddle generations of people with a debt for which they were not personally responsible. There is an important caveat in these cases of reparations though: The payments went to former slave owners and their descendants, not the enslaved or their legal heirs. Dr. Craemer discusses such aspects as the “Haitian Independence Debt,” British ‘reparations,’ and paying for freedom. Dr. Craemer is an expert on slavery reparations, racial bias, and the psychology of racism, and he is available to speak with media – simply click on his icon now to arrange an interview today.
This week’s shocking news of golf legend Tiger Woods rolling his vehicle and sustaining serious injuries to his right leg have sports fans, journalists and most of the world watching and waiting for word of whether he’ll play again. According to ESPN, the injuries are extensive: Tiger Woods is recovering from a lengthy surgery to repair what a doctor said Tuesday night were "significant orthopaedic injuries to his right lower extremity" suffered in a single-car rollover crash hours earlier on a steep roadway in a Los Angeles suburb. As part of a statement on Woods' official Twitter account, Dr. Anish Mahajan of Harbor-UCLA Medical Center updated the famed golfer's condition, saying in part that Woods had multiple "open fractures" to his lower right leg, and he had a rod placed in his tibia and screws and pins inserted in his foot and ankle during an emergency surgery. "Comminuted open fractures affecting both the upper and lower portions of the tibia and fibula bones were stabilized by inserting a rod into the tibia," said Mahajan, the chief medical officer and interim CEO at Harbor-UCLA. "Additional injuries to the bones of the foot and ankle were stabilized with a combination of screws and pins. Trauma to the muscle and soft-tissue of the leg required surgical release of the covering of the muscles to relieve pressure due to swelling." ESPN – February 23 If you’re a journalist looking to know more about this type of injury, what the recovery process usually involves and what the long-term prognosis may be – then let us help. Dr. Monte Hunter serves at Augusta University as the Satcher Distinguished Chair of the Department of Orthopedic Surgery and director of the Sports Medicine Program. Dr. Hunter is an expert in reconstruction and sports injury prevention – and he is available to speak with media about this topic. Simply click on his icon now to arrange an interview today.