Science
How plagiarism-detection programs became an unlikely political weapon
The plagiarism accusations first struck Claudine Gay when a right-wing activist published several examples of unattributed text from the Harvard president’s academic writings. Though insufficient attribution wasn’t the only controversy swirling around Gay — her response to congressional questions about antisemitism on campus played a much bigger role — it was the tipping point that forced her resignation this month.
The next volley hit Neri Oxman, a former MIT professor and the wife of hedge fund manager Bill Ackman, who had campaigned vigorously for Gay’s ouster. The publication Business Insider reported that several paragraphs and sentences from Oxman’s dissertation appeared to have been lifted from Wikipedia. Oxman apologized for the errors on social media.
In response, Ackman wrote on X that he would be getting into the plagiarism review game as well. Ackman said his review would cover all the published work of all of MIT’s faculty, its president, Sally Kornbluth, and the university’s board members — plus all the work of the staff at Business Insider, and possibly also the work of the faculties at Harvard, Yale, Princeton, Stanford, the University of Pennsylvania and Dartmouth.
“Vetting every publication from every academic over their career at a huge university like Harvard would take thousands of hours,” said Chris Caren.
He would know. Caren is the chief executive of Oakland-based Turnitin, the world’s largest provider of academic integrity software. The company’s products include Feedback Studio, a program designed for high school and college instructors, and iThenticate, a more rigorous offering favored by academic journal editors. According to the company, 80% of U.S. college students attend schools that use Turnitin’s software to check student work for plagiarism. So do 50% of U.S. high school students. Nearly all of the leading scholarly journals use the company’s products to check submitted articles for misappropriated language and missing citations, Caren said. (Turnitin’s programs analyze only text, he noted, and won’t catch fudged figures, manipulated images or other data-related chicanery.)
The widespread adoption of plagiarism-detection software in higher learning over the last decade means the prospect of a “plagiarism check” for most college graduates under the age of about 30 isn’t much of a threat. Their essays, papers, theses and dissertations were almost certainly vetted in this way when they handed them in. But for older academics, subjecting work to the software’s level of scrutiny could well reveal attribution errors — intentional or not — that have never come to light before.
And that’s what a small but highly motivated sector of Turnitin’s customer base is counting on.
“We allow anyone to use them — media organizations, political groups,” Caren said of Turnitin’s products. “If there are other firms that want to look into someone’s past, it’s the same technology, it’s just being used by people we didn’t design it for in the first place.”
The National Science Foundation describes plagiarism as “the appropriation of another person’s ideas, processes, results or words without giving appropriate credit.” Harvard and MIT define it in similar language in their academic integrity guidelines.
In academia particularly, it can be a devastating charge. “People get jobs, grants, and a litany of other opportunities based on their research that by default is assumed to be original to them. If it is later found out to not be, it would then be saying that they got these opportunities effectively based on fraud,” said Christian Moriarty, a professor of ethics and law at St. Petersburg College in Florida.
That’s why “an accusation, unfounded or not, undermines their authority and position,” he said.
No one has accused Gay or Oxman of stealing data or high-level ideas. But some of their published works appear to contain expository sentences and paragraphs that closely match language in sources available at the time — the type of plagiarism that software can most easily detect.
Gay’s accusers highlighted multiple instances of prose that echoed other sources. For instance, two paragraphs in her 1997 doctoral dissertation closely mirrored text in a paper by researchers who were not cited anywhere in the paper. Harvard said Gay requested corrections to some of the works.
In Oxman’s case, Business Insider identified 15 nonconsecutive paragraphs in her 2010 dissertation that closely resemble language that appeared in Wikipedia articles at that time. Most are definitions of technical terms and concepts. The publication also found passages in her research papers that echoed other sources. Neither Christopher Rufo, the activist who first raised allegations against Gay, nor Business Insider disclosed what software they used to identify the problematic text.
Turnitin programs were used to discover that parts of Melania Trump’s 2016 speech at the Republican National Convention matched Michelle Obama’s 2008 remarks to the Democratic National Convention, Caren said.
The CEO said he also believes that the company’s software was used to determine that Germany’s former defense minister, Karl-Theodor zu Guttenberg, had plagiarized in his doctoral dissertation, a massive political scandal in that country that led to the star politician’s downfall in 2011.
Though Feedback Studio is only available to institutions, iThenticate can be licensed by anyone. The program digests the text of a book, research paper or article in minutes and returns a detailed report that flags the percentage of phrases and passages in the document that match those published online and in Turnitin’s database of academic journals.
The report has to be checked by a human to weed out legitimate uses of quoted material. Though the process is time-consuming, it’s much faster than an equally thorough review would have taken in a predigital age. “It’s easier to search for plagiarism than ever before,” said Jonathan Bailey, a copyright and plagiarism consultant in New Orleans. “The easier something is to do, the more people are likely to do it.”
It’s easier to search for plagiarism than ever before. The easier something is to do, the more people are likely to do it.
— Jonathan Bailey, copyright and plagiarism consultant
The idea of using plagiarism accusations as a means to discredit rivals was around long before the invention of plagiarism-checking software, said Sam Bruton, director of the Office of Research Integrity at the University of Southern Mississippi. “People have always had the ability to raise allegations of scholarly integrity for ulterior motives, be those motives personal (grudges, resentments), political or something different,” Bruton wrote in an email.
He challenged the idea that the spread of the software is primarily responsible for an increase in plagiarism accusations, attributing it instead “to the hyper-politicization that has engulfed so many American institutions.”
But many educators and academics who use such programs in their daily work said that seeing them employed for political ends has been disheartening.
The technology is designed to support instructors and help enforce proper citation guidelines, said Moriarty, who teaches other professors how to use such tools.
“People in the academic integrity field often don’t like it or appreciate it or think it’s appropriate to use academic integrity software as a means to punish for punishment’s sake,” Moriarty said. Plagiarism-detection software can’t determine how or why language similar to other sources appeared in an author’s work, whether the issue violates an institution’s code of ethics or what the consequences of such an infraction should be.
For now, at least, only humans can do that.
“Human expertise is essential to maintaining the integrity of scholarly and academic work,” said Greer Murphy, director of academic honesty at University of Rochester’s College of Arts, Sciences and Engineering in New York. “But such has always been true — the sophistication of modern technology hasn’t changed things.”
Science
Cluster of farmworkers diagnosed with rare animal-borne disease in Ventura County
A cluster of workers at Ventura County berry farms have been diagnosed with a rare disease often transmitted through sick animals’ urine, according to a public health advisory distributed to local doctors by county health officials Tuesday.
The bacterial infection, leptospirosis, has resulted in severe symptoms for some workers, including meningitis, an inflammation of the brain lining and spinal cord. Symptoms for mild cases included headaches and fevers.
The disease, which can be fatal, rarely spreads from human to human, according to the U.S. Centers for Disease Control and Prevention.
Ventura County Public Health has not given an official case count but said it had not identified any cases outside of the agriculture sector. The county’s agriculture commissioner was aware of 18 cases, the Ventura County Star reported.
The health department said it was first contacted by a local physician in October, who reported an unusual trend in symptoms among hospital patients.
After launching an investigation, the department identified leptospirosis as a probable cause of the illness and found most patients worked on caneberry farms that utilize hoop houses — greenhouse structures to shelter the crops.
As the investigation to identify any additional cases and the exact sources of exposure continues, Ventura County Public Health has asked healthcare providers to consider a leptospirosis diagnosis for sick agricultural workers, particularly berry harvesters.
Rodents are a common source and transmitter of disease, though other mammals — including livestock, cats and dogs — can transmit it as well.
The disease is spread through bodily fluids, such as urine, and is often contracted through cuts and abrasions that contact contaminated water and soil, where the bacteria can survive for months.
Humans can also contract the illness through contaminated food; however, the county health agency has found no known health risks to the general public, including through the contact or consumption of caneberries such as raspberries and blackberries.
Symptom onset typically occurs between two and 30 days after exposure, and symptoms can last for months if untreated, according to the CDC.
The illness often begins with mild symptoms, with fevers, chills, vomiting and headaches. Some cases can then enter a second, more severe phase that can result in kidney or liver failure.
Ventura County Public Health recommends agriculture and berry harvesters regularly rinse any cuts with soap and water and cover them with bandages. They also recommend wearing waterproof clothing and protection while working outdoors, including gloves and long-sleeve shirts and pants.
While there is no evidence of spread to the larger community, according to the department, residents should wash hands frequently and work to control rodents around their property if possible.
Pet owners can consult a veterinarian about leptospirosis vaccinations and should keep pets away from ponds, lakes and other natural bodies of water.
Science
Political stress: Can you stay engaged without sacrificing your mental health?
It’s been two weeks since Donald Trump won the presidential election, but Stacey Lamirand’s brain hasn’t stopped churning.
“I still think about the election all the time,” said the 60-year-old Bay Area resident, who wanted a Kamala Harris victory so badly that she flew to Pennsylvania and knocked on voters’ doors in the final days of the campaign. “I honestly don’t know what to do about that.”
Neither do the psychologists and political scientists who have been tracking the country’s slide toward toxic levels of partisanship.
Fully 69% of U.S. adults found the presidential election a significant source of stress in their lives, the American Psychological Assn. said in its latest Stress in America report.
The distress was present across the political spectrum, with 80% of Republicans, 79% of Democrats and 73% of independents surveyed saying they were stressed about the country’s future.
That’s unhealthy for the body politic — and for voters themselves. Stress can cause muscle tension, headaches, sleep problems and loss of appetite. Chronic stress can inflict more serious damage to the immune system and make people more vulnerable to heart attacks, strokes, diabetes, infertility, clinical anxiety, depression and other ailments.
In most circumstances, the sound medical advice is to disengage from the source of stress, therapists said. But when stress is coming from politics, that prescription pits the health of the individual against the health of the nation.
“I’m worried about people totally withdrawing from politics because it’s unpleasant,” said Aaron Weinschenk, a political scientist at the University of Wisconsin–Green Bay who studies political behavior and elections. “We don’t want them to do that. But we also don’t want them to feel sick.”
Modern life is full of stressors of all kinds: paying bills, pleasing difficult bosses, getting along with frenemies, caring for children or aging parents (or both).
The stress that stems from politics isn’t fundamentally different from other kinds of stress. What’s unique about it is the way it encompasses and enhances other sources of stress, said Brett Ford, a social psychologist at the University of Toronto who studies the link between emotions and political engagement.
For instance, she said, elections have the potential to make everyday stressors like money and health concerns more difficult to manage as candidates debate policies that could raise the price of gas or cut off access to certain kinds of medical care.
Layered on top of that is the fact that political disagreements have morphed into moral conflicts that are perceived as pitting good against evil.
“When someone comes into power who is not on the same page as you morally, that can hit very deeply,” Ford said.
Partisanship and polarization have raised the stakes as well. Voters who feel a strong connection to a political party become more invested in its success. That can make a loss at the ballot box feel like a personal defeat, she said.
There’s also the fact that we have limited control over the outcome of an election. A patient with heart disease can improve their prognosis by taking medicine, changing their diet, getting more exercise or quitting smoking. But a person with political stress is largely at the mercy of others.
“Politics is many forms of stress all rolled into one,” Ford said.
Weinschenk observed this firsthand the day after the election.
“I could feel it when I went into my classroom,” said the professor, whose research has found that people with political anxiety aren’t necessarily anxious in general. “I have a student who’s transgender and a couple of students who are gay. Their emotional state was so closed down.”
That’s almost to be expected in a place like Wisconsin, whose swing-state status caused residents to be bombarded with political messages. The more campaign ads a person is exposed to, the greater the risk of being diagnosed with anxiety, depression or another psychological ailment, according to a 2022 study in the journal PLOS One.
Political messages seem designed to keep voters “emotionally on edge,” said Vaile Wright, a licensed psychologist in Villa Park, Ill., and a member of the APA’s Stress in America team.
“It encourages emotion to drive our decision-making behavior, as opposed to logic,” Wright said. “When we’re really emotionally stimulated, it makes it so much more challenging to have civil conversation. For politicians, I think that’s powerful, because emotions can be very easily manipulated.”
Making voters feel anxious is a tried-and-true way to grab their attention, said Christopher Ojeda, a political scientist at UC Merced who studies mental health and politics.
“Feelings of anxiety can be mobilizing, definitely,” he said. “That’s why politicians make fear appeals — they want people to get engaged.”
On the other hand, “feelings of depression are demobilizing and take you out of the political system,” said Ojeda, author of “The Sad Citizen: How Politics is Depressing and Why it Matters.”
“What [these feelings] can tell you is, ‘Things aren’t going the way I want them to. Maybe I need to step back,’” he said.
Genessa Krasnow has been seeing a lot of that since the election.
The Seattle entrepreneur, who also campaigned for Harris, said it grates on her to see people laughing in restaurants “as if nothing had happened.” At a recent book club meeting, her fellow group members were willing to let her vent about politics for five minutes, but they weren’t interested in discussing ways they could counteract the incoming president.
“They’re in a state of disengagement,” said Krasnow, who is 56. She, meanwhile, is looking for new ways to reach young voters.
“I am exhausted. I am so sad,” she said. “But I don’t believe that disengaging is the answer.”
That’s the fundamental trade-off, Ojeda said, and there’s no one-size-fits-all solution.
“Everyone has to make a decision about how much engagement they can tolerate without undermining their psychological well-being,” he said.
Lamirand took steps to protect her mental health by cutting social media ties with people whose values aren’t aligned with hers. But she will remain politically active and expects to volunteer for phone-banking duty soon.
“Doing something is the only thing that allows me to feel better,” Lamirand said. “It allows me to feel some level of control.”
Ideally, Ford said, people would not have to choose between being politically active and preserving their mental health. She is investigating ways to help people feel hopeful, inspired and compassionate about political challenges, since these emotions can motivate action without triggering stress and anxiety.
“We want to counteract this pattern where the more involved you are, the worse you are,” Ford said.
The benefits would be felt across the political spectrum. In the APA survey, similar shares of Democrats, Republicans and independents agreed with statements like, “It causes me stress that politicians aren’t talking about the things that are most important to me,” and, “The political climate has caused strain between my family members and me.”
“Both sides are very invested in this country, and that is a good thing,” Wright said. “Antipathy and hopelessness really doesn’t serve us in the long run.”
Science
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