It’s possible that I shall make an ass of myself. But in that case one can always get out of it with a little dialectic. I have, of course, so worded my proposition as to be right either way (K.Marx, Letter to F.Engels on the Indian Mutiny)
Saturday, January 27, 2024
Writing by hand may increase brain connectivity more than typing on a keyboard
New research has shown that writing by hand leads to higher brain connectivity than typing on a keyboard, highlighting the need to expose students to more handwriting activities
As digital devices progressively replace pen and paper, taking notes by hand is becoming increasingly uncommon in schools and universities. Using a keyboard is recommended because it’s often faster than writing by hand. However, the latter has been found to improve spelling accuracy and memory recall.
To find out if the process of forming letters by hand resulted in greater brain connectivity, researchers in Norway now investigated the underlying neural networks involved in both modes of writing.
“We show that when writing by hand, brain connectivity patterns are far more elaborate than when typewriting on a keyboard,” said Prof Audrey van der Meer, a brain researcher at the Norwegian University of Science and Technology and co-author of the study published in Frontiers in Psychology. “Such widespread brain connectivity is known to be crucial for memory formation and for encoding new information and, therefore, is beneficial for learning.”
The pen is mightier than the (key)board
The researchers collected EEG data from 36 university students who were repeatedly prompted to either write or type a word that appeared on a screen. When writing, they used a digital pen to write in cursive directly on a touchscreen. When typing they used a single finger to press keys on a keyboard. High-density EEGs, which measure electrical activity in the brain using 256 small sensors sewn in a net and placed over the head, were recorded for five seconds for every prompt.
Connectivity of different brain regions increased when participants wrote by hand, but not when they typed. “Our findings suggest that visual and movement information obtained through precisely controlled hand movements when using a pen contribute extensively to the brain’s connectivity patterns that promote learning,” van der Meer said.
Movement for memory
Although the participants used digital pens for handwriting, the researchers said that the results are expected to be the same when using a real pen on paper. “We have shown that the differences in brain activity are related to the careful forming of the letters when writing by hand while making more use of the senses,” van der Meer explained. Since it is the movement of the fingers carried out when forming letters that promotes brain connectivity, writing in print is also expected to have similar benefits for learning as cursive writing.
On the contrary, the simple movement of hitting a key with the same finger repeatedly is less stimulating for the brain. “This also explains why children who have learned to write and read on a tablet, can have difficulty differentiating between letters that are mirror images of each other, such as ‘b’ and ‘d’. They literally haven’t felt with their bodies what it feels like to produce those letters,” van der Meer said.
A balancing act
Their findings demonstrate the need to give students the opportunity to use pens, rather than having them type during class, the researchers said. Guidelines to ensure that students receive at least a minimum of handwriting instruction could be an adequate step. For example, cursive writing training has been re-implemented in many US states at the beginning of the year.
At the same time, it is also important to keep up with continuously developing technological advances, they cautioned. This includes awareness of what way of writing offers more advantages under which circumstances. “There is some evidence that students learn more and remember better when taking handwritten lecture notes, while using a computer with a keyboard may be more practical when writing a long text or essay,” van der Meer concluded.
Student undergoes EEG while hand- and typewriting.
Student undergoes EEG while Prof van der Meer watches
UNIVERSITY PARK, Pa. — The militant Islamic State group, or ISIS, lost its physical territory in 2019, but it remains an active force on social media, according to researchers from the Penn State College of Information Sciences and Technology, who set out to better understand the group’s online strategies.
In their work, which appeared in the journal Social Media Analysis and Mining, the researchers analyzed a large dataset of activity on X — formerly known as Twitter — to develop a predictive model to detect users and content related to Islamic State extremists. They identified potential propaganda messages and their characteristics and developed an image classifier to find the most frequent categories of images attached to tweets about ISIS. They further collected a dataset of tweets from potential ISIS supporters to investigate their recent activities.
“The Islamic State group and its affiliates, sympathizers and followers continue to manipulate online communities to spread extremist propaganda,” said Younes Karimi, a graduate student pursuing a doctorate in informatics and the first author of the paper. “By studying their behavioral patterns and strategies and monitoring their online presence, we can help social media companies identify and eventually restrict such accounts in a timelier manner and abate their impact on online communities.”
According to Karimi, the Islamic State group is increasingly relying on social media to spread propaganda, undermine its rivals and recruit sympathizers, despite countermeasures by websites like X to restrict its online activities. ISIS watch — an online channel that publishes daily updates on terrorist content banned on the cross-platform instant messaging service Telegram —reported the removal of nearly 5,000 terrorist bots and channels in the first 11 days of 2024.
The researchers’ dataset included millions of tweets, spanning from 2009 to 2021, that were linked to the Islamic State group and its propaganda.
“The longitudinal perspective of the dataset is important because it includes data from before and after 2015, when a major crackdown by Twitter removed user accounts and content involving the Islamic State group,” Karimi said. “In response, the extremists had to change their online strategy and move to other platforms, and little is known about their online whereabouts since that crackdown.”
To identify potential ISIS supporters, the researchers began by building a user classifier using the old dataset. ISIS accounts identified before 2015 served as the labeled data for the study’s ISIS users. The researchers used machine learning and natural language processing techniques to differentiate the types of users sharing the extremist group’s content.
“The users in our dataset ranged from known members of the Islamic State group to retweeters and quoters to mentioners of ISIS,” Karimi said. “We believe that users who retweet or quote Islamic State group content are more likely to be affiliates or sympathizers, while those who just mention the content are less likely to be supporters. However, tweets posted by mentioners are still very likely related to ISIS and contain topics similar to ISIS tweets, which make mentioners suitable to be considered as our non-ISIS users and non-trivial counterparts to ISIS users.”
The researchers then analyzed the tweets to identify what they referred to as “candidate propaganda.” They compared topics used by known Islamic State group accounts prior to 2015 in the old dataset to the content posted after 2015 by potential affiliates and supporters in their recent dataset.
They examined these tweets from three angles. The first, abnormal engagement, identified content that is pervasive and continuous in the way it’s shared.
“We formulated and employed a method to automatically detect potential propaganda messages that are broadly disseminated at a large scale,” Karimi said. “Our method identified users in the dataset who had few followers but whose content was widely spread via retweets and likes.”
The second angle examined ideology-based words and images, which the researchers said are often designed to elicit an emotional response and influence a large audience.
The researcher’s third angle for examining content involved hashtags.
“Supporters and affiliates of the Islamic State group recruited people to retweet hashtags to create trending ideas, such as strong religious references, and curate group messaging to improve the group’s branding and ensure message longevity,” Karimi said.
Among the most-used hashtags in tweets from ISIS were “The Islamic State,” “Caliphate News,” “Urgent,” “The State of the Caliphate” and “ISIS.”
Because this approach focuses on users and user content, the researchers said it could be applied to other social media platforms beyond X.
“Our study can help social media safety teams track potential extremist accounts, identify their supporters and amplifiers and prevent the spread of the propaganda they need to grow their community,” Karimi said. “Doing so in a timely manner may assist law enforcement and government agencies in their intervention efforts against extremism.”
This work was funded by a three-year, $250,000 grant from the U.S. National Science Foundation and was initially led by Anna Squicciarini, Frymoyer Chair in Information Sciences and Technology in the college, and Peter Forster, professor emeritus in the college and affiliate faculty in the Penn State School of International Affairs. Karimi joined the research team in March 2021.
Lithium-ion batteries stand out as one of the most prevalent rechargeable battery technologies in the present era. Within these batteries, lithium-cobalt oxides (LiCoO2) are widely used as the materials for positive electrodes or cathodes (the conductors through which electric current either enters or exits a substance). The cathode plays a pivotal role in lithium-ion batteries and influences their capacity, performance over many charge-discharge cycles, and ability to manage heat.
One major issue leading to the deterioration of these batteries is the creation of hydrogen through the splitting of water. Therefore, gaining insights into how hydrogen builds up and is removed in LiCoO2 can greatly enhance the efficiency and functioning of solid-state lithium-ion batteries. Furthermore, this knowledge can lead to new ways to recycle used lithium-ion batteries to utilize them for hydrogen storage and production through the process of water splitting at room temperature.
Now, in a recent study published in the International Journal of Hydrogen Energyon 29 October 2023, led by Professor Bun Tsuchiya from the Department of General Education of the Faculty of Science and Technology at Meijo University, a team of researchers has conducted a thorough investigation into the hydrogen uptake and loss in LiCoO2 cathode materials immersed in water at room temperature. According to Prof. Tsuchiya, “My motivation is to achieve the production of hydrogen (H2) through water (H2O) splitting at room temperature using certain oxide ceramic materials. Usually, H is dissociated from H2O at around 2000 K. However, this is too much energy for effective H2 fuel production and for solving current environmental problems, such as long-term carbon dioxide emissions.”
The study aimed to explore how LiCoO2 materials store and release hydrogen and identify the most stable locations within the LiCoO2 structure for trapping hydrogen. This was done using various analytical techniques, including weight gain and elastic recoil detection methods. They revealed that the concentration of hydrogen increased after immersing the material in water for two minutes at specific temperatures. Additionally, gas chromatography was used to analyze the release of hydrogen gas and determine the temperature at which dissociation occurred, which was found to be below 523 K. The study also involved “density functional theory” calculations, which indicated that hydrogen atoms separated from water tended to prefer lithium sites over other locations in the crystal structure of LiCoO2.
Overall, the results suggest that LiCoO2 has a significant role in storing hydrogen at room temperature through the process of water splitting to produce hydrogen gas. “If it becomes possible to make H2 from the inexhaustible H2O on earth with low energy input, I think that we can potentially establish a hydrogen-based society in the future,” envisions Prof. Tsuchiya.
In summary, the researchers have investigated the storage and release of hydrogen in LiCoO2 cathode materials for lithium-ion batteries. By providing insights into a process that leads to degradation in this widely used technology, this study paves the way for the development of more efficient batteries as well as the low-energy production of hydrogen through water splitting, an environmentally friendly energy-storage technology!
FROM LEFT TO RIGHT: BROOKHAVEN BEAMLINE SCIENTIST SANJIT GHOSE WITH CHEMISTS ENYUAN HU AND MUHAMMAD MOMINUR RAHMAN AT THE NATIONAL SYNCHROTRON LIGHT SOURCE II X-RAY POWDER DIFFRACTION BEAMLINE.
CREDIT: (JESSICA ROTKIEWICZ/BROOKHAVEN NATIONAL LABORATORY)
UPTON, NY—On a mission to build better electric vehicle batteries, chemists at the U.S. Department of Energy’s (DOE) Brookhaven National Laboratory have used an electrolyte additive to improve the functionality of energy-dense lithium metal batteries. By adding a compound called cesium nitrate to the electrolyte that separates the battery’s anode and cathode, the research team has significantly improved the charging rate of lithium metal batteries while maintaining a long cycle life.
The team’s new work, recently published in Nature Communications, targets the interphase—a protective layer formed on the battery’s anode and cathode. This layer, which prevents degradation of battery electrodes, is the key to creating lithium metal batteries that can be charged and discharged as many times as lithium-ion batteries.
“We wanted to improve the charging rate of the current state-of-the-art lithium metal batteries,” explained Muhammad Mominur Rahman, a research associate in the Electrochemical Energy Storage Group of the Chemistry Division at Brookhaven and first author on the new paper. “But we also wanted to stabilize the batteries with a more protective interphase so they would last longer.”
In addition to successfully stabilizing the battery, Rahman’s electrolyte additive altered the battery chemistry in an unexpected way.
“Mominur’s findings challenge conventional beliefs about the components of an effective interphase,” said Enyuan Hu, Brookhaven chemist and principal investigator within the Electrochemical Energy Storage Group. “We’re excited to see how these findings contribute to the major DOE effort focused on lithium metal batteries.”
One step towards a larger goal
Hu and his team are working among other battery experts as part of the Battery500 Consortium, a collaboration of several national labs and universities. The Consortium, which is led by DOE’s Pacific Northwest National Laboratory, is striving to make batteries with an energy density of 500 watt-hours per kilogram—more than double the energy density of today’s state-of-the-art batteries.
This energy density cannot be achieved in the lithium-ion batteries powering most of today’s battery-operated devices—including phones, television remotes, and even electric vehicles. So, scientists needed to turn to lithium metal batteries to pursue their goals. These batteries possess a lithium metal anode, rather than the graphite anode present in lithium-ion batteries.
“The lithium metal battery is attractive because it can give twice the energy density of a battery with a graphite anode,” explained Rahman. “But there are lots of challenges to tackle.”
Brookhaven’s most recent research addresses one of these challenges—striking a balance between the charging speed and the cycle life.
The electrolyte that typically enables fast battery charging is also likely to be reactive with the lithium metal anode. If these chemical reactions proceed uncontrollably, the electrolyte decomposes and reduces the battery’s cycle life. To prevent this from happening, Brookhaven chemists set out to engineer the interphase.
Previous studies had indicated that the lithium metal anode could be stabilized with a cesium additive. But to increase the charging rate while maintaining the battery cycle life, the anode and cathode need to be stabilized simultaneously. The Brookhaven scientists believed cesium nitrate could serve this purpose for lithium metal batteries. As they had hypothesized, the positive cesium ion accumulated on the negatively charged lithium metal anode side of the battery, while the negative nitrate ion accumulated on the positively charged cathode.
To better understand how the cesium nitrate additive influenced the electrolyte composition and battery performance, the chemists brought the new batteries to the National Synchrotron Light Source II (NSLS-II), a DOE Office of Science user facility at Brookhaven Lab.
A gaze into the interphase
NSLS-II is one of the most advanced x-ray light sources in the world, producing light beams that are 10 billion times brighter than the sun. Of the 29 beamlines currently operating at NSLS-II, Rahman and Hu took advantage of the capabilities of four beamlines for their most recent research.
“NSLS-II is really a great facility for conducting battery research,” said Hu. “There is a breadth of techniques available, which enables us to conduct complete studies of complex materials.”
Among the four beamlines used by the chemists was the X-ray Powder Diffraction (XPD) beamline, a high energy diffraction beamline with photon beams that can contain more than three times the energy of conventional x-ray powder diffraction beamlines. For more than five years, Hu’s group has been leveraging these high energy beams for interphase studies that have led to a series of new understandings of battery chemistry.
The high-energy x-rays are capable of penetrating thick materials, like the anodes and cathodes within batteries. But they are also characterized by their high intensity, which enables the quick data collection necessary to take a “snapshot” of the elusive interphase.
“The XPD beamline is excellent because its x-rays have low absorption power and do not damage the interphase samples,” Hu elaborated. “One of the greatest challenges in characterizing interphase samples is their sensitivity to the x-ray beams, but we’ve characterized over 1,000 interphase samples at XPD without observing any damage to the samples.”
Some components of the interphase are crystalline, meaning that their atoms are neatly arranged. These components can typically be studied with conventional x-ray diffraction (XRD). But battery interphases also contain unorganized, amorphous components whose characterizations are beyond the capabilities of XRD. Instead, a technique called pair distribution function (PDF) analysis is needed. At the XPD beamline, led by Sanjit Ghose, scientists can conduct both techniques simultaneously. With these two techniques, the researchers can understand all the chemical species that evolve during the reactions that form the interphase components.
“We call this combined method total scattering,” explained Ghose, who is a co-author on the paper. “But these techniques are especially unique because they can characterize the structures of chemical species reliably—even if they are only present in trace amounts—which is needed for battery research.”
“Enyuan’s group is really becoming a champion of leveraging XPD’s total scattering techniques and its ability to not damage samples,” he added.
The scientists found that the cesium nitrate additive increased the presence of components known to make the interphase more protective. The XRD data, however, had a surprise in store. In addition to the typical crystalline components, a compound called cesium bis(fluorosulfonyl)imide was also identified.
“This component of the interphase had never been reported before,” said Rahman, emphasizing the novelty of the finding.
“But it’s not just about what we found,” added Hu. “It’s also what was missing from the interphase.”
Scientists studying batteries generally regard lithium fluoride as a necessary component of a good interphase. In fact, its presence and abundance are typically used to explain the impressive performance of lithium metal batteries. That’s why Rahman and Hu were especially surprised by its absence.
“We don’t know why it is not there,” Hu said. “But the fact that this lithium fluoride-free interphase enables a long cycle life and fast charging inspires us to revisit the current understanding of the interphase.”
Though the XPD beamline is adept at detecting trace amounts of interphase components, it is difficult to use the same x-ray beams to quantify these components—especially when some of them are present in such small amounts. So, the scientists brought their batteries to the Submicron Resolution X-ray Spectroscopy (SRX) beamline to quantitatively analyze how the different chemical elements collected on the battery electrodes and in their respective interphases after cycling.
To do this, the SRX beamline scientists used an ultra-sensitive technique called scanning x-ray fluorescence (XRF) microscopy. This technique, which is based on a known and calibrated standard, evaluates the chemical distribution of the interphase. The scanning XRF images confirmed that there was more cesium present in the anode interphase than the cathode interphase. With further scanning XRF analysis, the scientists revealed that the cesium nitrate additive prevented the breakdown of the transition metals that make up the cathode, contributing to the overall stabilization of the cathode and lithium metal battery.
The scientists also analyzed their samples at the Quick X-ray Absorption and Scattering (QAS) and the In situ and Operando Soft X-ray Spectroscopy (IOS) beamlines to verify that cesium accumulated on the lithium metal anode and nitrate accumulated on the cathode, respectively. Furthermore, the IOS beamline scientists confirmed that the cathode was stabilized with the cesium nitrate additive.
QAS beamline scientists take advantage of the beamline’s high energy x-rays, which can probe deep into the sample, to conduct hard x-ray absorption spectroscopy (XAS). Scientists at the IOS beamline, on the other hand, use low energy x-rays to directly probe atoms near the surface of the sample. Both techniques provide detailed analyses of the chemical and electronic states of the atoms present at the respective electrodes.
“Conducting complementary analyses at these additional beamlines helped us verify our design idea,” said Hu. The two XAS techniques were crucial for characterizing the anode and cathode as well as the interphase.
But the scientists’ analyses were not yet complete; they also had to check for stabilization of the lithium metal anode with the cesium nitrate additive. So, the scientists brought their batteries to the materials synthesis and characterization facility at the Center for Functional Nanomaterials (CFN), a DOE Office of Science user facility at Brookhaven Lab, to make use of the scanning electron microscope. The resulting microscope images showed that the lithium formed by electrochemical reactions deposits uniformly when the cesium nitrate is added to the electrolyte, thus contributing to the stabilization of the electrode and reinforcing the benefits of this additive.
"We really took advantage of all the resources available to us at Brookhaven Lab,” said Rahman.
By combining various techniques across two user facilities, the scientists were able to paint a full picture of how the lithium metal battery behaves with the cesium nitrate additive. This research contributes to a better understanding of interphase optimization and overall battery chemistry.
“Lithium metal batteries have come a long way, but they still have a long way to go. The interphase plays a key role in progress that still needs to be made,” Rahman said. “Our work has created new opportunities for interphase engineering, and I hope that this will inspire others to look at the interphase differently so that we can accelerate the development of lithium metal batteries.”
This work was supported by DOE’s Office of Energy Efficiency and Renewable Energy, Vehicle Technologies Office and DOE’s Office of Science. Operations at NSLS-II and CFN are supported by the Office of Science.
Brookhaven National Laboratory is supported by the Office of Science of the U.S. Department of Energy. The Office of Science is the single largest supporter of basic research in the physical sciences in the United States and is working to address some of the most pressing challenges of our time. For more information, visit science.energy.gov.
An inorganic-rich but LiF-free interphase for fast charging and long cycle life lithium metal batteries
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Incidence of fit test failure during N95 respirator reuse and extended use
About The Study: In this study of 824 N95s used by 412 emergency department health care workers practicing N95 reuse, fit failure occurred in 38.7% of masks after one shift. Trifold N95s had higher incidence of fit failure compared with dome N95s. These results may inform pandemic preparedness, specifically policies related to N95 selection and reuse practices.
Authors: Ralph C. Wang, M.D., M.A.S., of the University of California, San Francisco, is the corresponding author.
Editor’s Note: Please see the article for additional information, including other authors, author contributions and affiliations, conflict of interest and financial disclosures, and funding and support.
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About JAMA Network Open: JAMA Network Open is an online-only open access general medical journal from the JAMA Network. On weekdays, the journal publishes peer-reviewed clinical research and commentary in more than 40 medical and health subject areas. Every article is free online from the day of publication.
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Clinical risk and outpatient therapy utilization for COVID-19 in the Medicare population
About The Study: In this study of patients enrolled in Medicare in 2022, those at the highest risk for severe COVID-19 infection received COVID-19 therapy less often than those with the least risk. Disparities in therapy access were found by patient age, race and ethnicity, Medicaid eligibility, and nursing home residence.
Authors: Michael L. Barnett, M.D., of the Harvard T.H. Chan School of Public Health in Boston, is the corresponding author.
Editor’s Note: Please see the article for additional information, including other authors, author contributions and affiliations, conflict of interest and financial disclosures, and funding and support.
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About JAMA Health Forum: JAMA Health Forum is an international, peer-reviewed, online, open access journal that addresses health policy and strategies affecting medicine, health and health care. The journal publishes original research, evidence-based reports and opinion about national and global health policy; innovative approaches to health care delivery; and health care economics, access, quality, safety, equity and reform. Its distribution will be solely digital and all content will be freely available for anyone to read.
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Job flows into and out of health care before and after the pandemic
About The Study: The results of this study of approximately 18 million health care industry employees suggest a substantial and persistent increase in health care workforce turnover after the pandemic, which may have long-lasting implications for workers’ willingness to remain in health care jobs. Policymakers and health care organizations may need to act to prevent further losses of experienced staff.
Authors: Karen Shen, Ph.D., of the Johns Hopkins Bloomberg School of Public Health in Baltimore, is the corresponding author.
Editor’s Note: Please see the article for additional information, including other authors, author contributions and affiliations, conflict of interest and financial disclosures, and funding and support.
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Embed this link to provide your readers free access to the full-text article
About JAMA Health Forum: JAMA Health Forum is an international, peer-reviewed, online, open access journal that addresses health policy and strategies affecting medicine, health and health care. The journal publishes original research, evidence-based reports and opinion about national and global health policy; innovative approaches to health care delivery; and health care economics, access, quality, safety, equity and reform. Its distribution will be solely digital and all content will be freely available for anyone to read.
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