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    Researchers propose a web 3.0 streaming architecture and marketplace

    Web 3.0 is an internet paradigm that is based around blockchain technology, an advanced database mechanism. Compared to Web 2.0, the current internet paradigm, Web 3.0 provides some added advantages, such as transparency and decentralized control structures. This is because Web 3.0 is designed to work over trustless and permissionless networks. Unfortunately, owing to certain technical difficulties, the implementation of Web 3.0 media streaming requires modifications to the service architecture of existing media streaming services. These difficulties include the degradation of user experience and Web 3.0’s incompatibility with certain operating softwares and browsers.
    To address these issues, a team of researchers, led by Assistant Professor Gi Seok Park from Incheon National University undertook a novel project. Their findings were made available on 22 August 2023 and recently published in Volume 16, Issue 6 of the journal IEEE Transactions on Services Computing in November-December 2023. In this study, the researchers proposed an end-to-end system architecture that is specifically designed for Web 3.0 streaming services. They made use of Inter-Planetary file system (IPFS), a type of Web 3.0 peer-to-peer (P2P) data storage technology, to reduce service delays and improve user experience.
    Web 3.0 services have also been implemented using the application programming interfaces of third-party service providers called IPFS pinning service. Unfortunately, they limit performance. Taking this into consideration, the team designed a system in which they were able to fully control the blockchain nodes by deploying their own IPFS nodes that ran directly on their system. They also implemented new protocols that cached content and scheduled chunks on their IPFS nodes, which enabled the nodes to collaborate with each other and quickly download data.
    The researchers found that their proposed system was compatible with IPFS nodes and still ran on IPFS P2P networks. They also launched Retriever, a media non-fungible token (NFT) marketplace that was developed using Web 3.0 technologies. Retriever allowed users to watch video content, ensure data privacy, and was found to be compatible with multiple mobile devices. “Our service can allow creators to monetize their video content and even sell their video content if they wish to. This is because each content will now be managed as an NFT. More importantly, this entire process will be fair and transparent,” says Dr. Park, while speaking about Retriever.
    When asked about the real-life implications of this study, Dr. Park explains, ” Our proposed service would establish digital trust from users. Moreover, thanks to blockchain technology, web services will no longer need to force trust on users in the future. All transactions will be made fairly through smart contracts and recorded transparently through the blockchain ledger.” More

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    New research guides mathematical model-building for gene regulatory networks

    Over the last 20 years, researchers in biology and medicine have created Boolean network models to simulate complex systems and find solutions, including new treatments for colorectal cancer.
    “Boolean network models operate under the assumption that each gene in a regulatory network can have one of two states: on or off,” says Claus Kadelka, a systems biologist and associate professor of mathematics at Iowa State University.
    Kadelka and undergraduate student researchers recently published a study that disentangles the common design principles in these mathematical models for gene regulatory networks. He says showing what features have evolved over millions of years can “guide the process of accurate model building” for mathematicians, computer scientists and synthetic biologists.
    “Evolution has shaped the networks that control the decision-making of our cells in very specific, optimized ways. Synthetic biologists who try to engineer circuits that perform a particular function can learn from this evolution-inspired design,” says Kadelka.
    Gene regulatory networks determine what happens and where it happens in an organism. For example, they prompt cells in your stomach lining — but not in your eyes — to produce hydrochloric acid, even though all the cells in your body contain the same DNA.
    On a piece of paper, Kadelka draws a simple, hypothetical gene regulatory network. Gene A produces a protein that turns on gene B, which turns on gene C, which turns off gene A. This negative feedback loop is the same concept as an air conditioner that shuts off once a room reaches a certain temperature.
    But gene regulatory networks can be large and complex. One of the Boolean models in the researchers’ dataset involves more than 300 genes. And along with negative feedback loops, gene regulatory networks may contain positive feedback loops and feed-forward loops, which reinforce or delay responses. Redundant genes that perform the same function are also common.

    Among these and other design principles highlighted in the new paper, Kadelka says one of the most abundant is “canalization.” It refers to a hierarchy or importance ordering among genes in a network.
    Accessible data, bolstered with undergraduate research
    Kadelka emphasizes that the project would have been difficult to complete without the First-Year Mentor Program, which matches students in the Iowa State Honors Program with research opportunities across campus.
    Undergraduate students helped Kadelka develop an algorithm to scan 30 million biomedical journal articles and filter those most likely to include Boolean biological network models. After reviewing 2,000 articles one by one, the researchers identified around 160 models with close to 7,000 regulated genes.
    Addison Schmidt, now a senior in computer science, is one of the paper’s co-authors. When he worked on the project as a freshman in 2021, he created an online database for the project.
    “A major benefit of the research is that it collects and standardizes Boolean gene regulatory networks from many sources and presents them, along with a set of analysis tools, through a centralized web interface. This expands the accessibility of the data, and the web interface makes the analysis tools useable without a programming background,” says Schmidt.

    Kadelka says systems biologists have used the database for their research and expressed gratitude for the resource. He plans to maintain and update the website and investigate why evolution selects for certain design principles in gene regulatory networks.
    As for Schmidt, he says working on the project as a freshman helped him expand his expertise with the Python programming language and become more comfortable applying his skills to research.
    “This project also motivated me to pursue other research at Iowa State where I developed other tools and, coincidentally, another website to present them,” says Schmidt.
    He adds that he appreciated Kadelka’s mentorship and hopes the First-Year Mentor Program will continue to foster opportunities for undergraduate research at Iowa State. More

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    Manipulated hafnia paves the way for next-gen memory devices

    Scientists and engineers have been pushing for the past decade to leverage an elusive ferroelectric material called hafnium oxide, or hafnia, to usher in the next generation of computing memory. A team of researchers including the University of Rochester’s Sobhit Singh published a Proceedings of the National Academy of Sciences study outlining progress toward making bulk ferroelectric and antiferroelectric hafnia available for use in a variety of applications.
    In a specific crystal phase, hafnia exhibits ferroelectric properties — that is, electric polarization that can be changed in one direction or another by applying an external electric field. This feature can be harnessed in data storage technology. When used in computing, ferroelectric memory has the benefit of non-volatility, meaning it retains its values even when powered off, one of several advantages over most types of memory used today.
    “Hafnia is a very exciting material because of its practical applications in computer technology, especially for data storage,” says Singh, an assistant professor in the Department of Mechanical Engineering. “Currently, to store data we use magnetic forms of memory that are slow, require a lot of energy to operate, and are not very efficient. Ferroelectric forms of memory are robust, ultra-fast, cheaper to produce, and more energy-efficient.”
    But Singh, who performs theoretical calculations to predict material properties at the quantum level, says that bulk hafnia is not ferroelectric at its ground state. Until recently, scientists could only get hafnia to its metastable ferroelectric state when straining it as a thin, two-dimensional film of nanometer thickness.
    In 2021, Singh was part of a team of scientists at Rutgers University that got hafnia to stay at its metastable ferroelectric state by alloying the material with yttrium and rapidly cooling it. Yet this approach had some drawbacks. “It required a lot of yttrium to get to that desired metastable phase,” he says. “So, while we achieved what we were going for, at the same time we were hampering a lot of the material’s key features because we were introducing a lot of impurities and disorder in the crystal. The question became, how can we get to that metastable state with as little yttrium as possible to improve the resulting material’s properties?”
    In the new study, Singh calculated that by applying significant pressure, one could stabilize bulk hafnia in its metastable ferroelectric and antiferroelectric forms — both of which are intriguing for practical applications in next-generation data and energy storage technologies. A team led by Professor Janice Musfeldt at the University of Tennessee, Knoxville, carried out the high-pressure experiments and demonstrated that, at the predicted pressure, the material converted into the metastable phase and remained there even when pressure was removed.
    “This is as an excellent example of experimental-theoretical collaboration,” says Musfeldt.
    The new approach required only about half as much yttrium as a stabilizer, thereby considerably improving the quality and purity of the grown hafnia crystals. Now, Singh says that he and the other scientists will push to use less and less yttrium until they figure out a way for producing ferroelectric hafnia in bulk for widespread use.
    And as hafnia continues to draw increasing attention due to its intriguing ferroelectricity, Singh is organizing an invited focus session on the material at the upcoming American Physical Society’s March Meeting 2024. More

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    New sustainable method for creating organic semiconductors

    Researchers at Linköping University, Sweden, have developed a new, more environmentally friendly way to create conductive inks for use in organic electronics such as solar cells, artificial neurons, and soft sensors. The findings, published in the journal Nature Communications, pave the way for future sustainable technology.
    Organic electronics are on the rise as a complement and, in some cases, a replacement to traditional silicon-based electronics. Thanks to simple manufacturing, high flexibility, and low weight combined with the electrical properties typically associated with traditional semiconductors, it can be useful for applications such as digital displays, energy storage, solar cells, sensors, and soft implants.
    Organic electronics are built from semiconducting plastics, known as conjugated polymers. However, processing conjugated polymers often requires environmentally hazardous, toxic, and flammable solvents. This is a major obstacle to the wide commercial and sustainable use of organic electronics.
    Now, researchers at Linköping University have developed a new sustainable method for processing these polymers from water. In addition to being more sustainable, the new inks are also highly conductive.
    “Our research introduces a new approach to processing conjugated polymers using benign solvents such as water. With this method, called ground-state electron transfer, we not only get around the problem of using hazardous chemicals, but we can also demonstrate improvements in material properties and device performance,” says Simone Fabiano, senior associate professor at the Laboratory of Organic Electronics.
    When researchers tested the new conductive ink as a transport layer in organic solar cells, they found that both stability and efficiency were higher than with traditional materials. They also tested the ink to create electrochemical transistors and artificial neurons, demonstrating operating frequencies similar to biological neurons.
    “I believe that these results can have a transformative impact on the field of organic electronics. By enabling the processing of organic semiconductors from green and sustainable solvents like water, we can mass-produce electronic devices with minimal impact on the environment,” says Simone Fabiano, a Wallenberg Academy Fellow. More

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    Scientists advance affordable, sustainable solution for flat-panel displays and wearable tech

    A research team led by Lawrence Berkeley National Laboratory (Berkeley Lab) has developed “supramolecular ink,” a new technology for use in OLED (organic light-emitting diode) displays or other electronic devices. Made of inexpensive, Earth-abundant elements instead of costly scarce metals, supramolecular ink could enable more affordable and environmentally sustainable flat-panel screens and electronic devices.
    “By replacing precious metals with Earth-abundant materials, our supramolecular ink technology could be a game changer for the OLED display industry,” said principal investigator Peidong Yang, a faculty senior scientist in Berkeley Lab’s Materials Sciences Division and professor of chemistry and materials science and engineering at UC Berkeley. “What’s even more exciting is that the technology could also extend its reach to organic printable films for the fabrication of wearable devices as well as luminescent art and sculpture,” he added.
    If you have a relatively new smartphone or flat panel TV, there’s a good chance it features an OLED screen. OLEDs are rapidly expanding in the display market because they are lighter, thinner, use less energy, and have better picture quality than other flat-panel technologies. That’s because OLEDs contain tiny organic molecules that emit light directly, eliminating the need for the extra backlight layer that is found in a liquid crystal display (LCD). However, OLEDs can include rare, expensive metals like iridium.
    But with the new material — which the Berkeley Lab team recently described in a new study published in the journal Science — electronics display manufacturers could potentially adopt a cheaper fabrication process that also requires far less energy than conventional methods.
    The new material consists of powders containing hafnium (Hf) and zirconium (Zr) that can be mixed in solution at low temperatures — from room temperature up to around 176 degrees Fahrenheit (80 degrees Celsius) — to form a semiconductor “ink.”
    Tiny molecular “building block” structures within the ink self-assemble in solution — a process that the researchers call supramolecular assembly. “Our approach can be compared to building with LEGO blocks,” said Cheng Zhu, the co-first author on the paper and a Ph.D. candidate in materials science and engineering at UC Berkeley. These supramolecular structures enable the material to achieve stable and high-purity synthesis at low temperatures, explained Zhu. He developed the material while working as a research affiliate in Berkeley Lab’s Materials Sciences Division and graduate student researcher in the Peidong Yang group at Berkeley Lab and UC Berkeley.
    Spectroscopy experiments at UC Berkeley revealed that the supramolecular ink composites are highly efficient emitters of blue and green light — two signifiers of the material’s potential application as an energy-efficient OLED emitter in electronic displays and 3D printing.

    Subsequent optical experiments revealed that the blue- and green-emitting supramolecular ink compounds exhibit what scientists call near-unity quantum efficiency. “This demonstrates their exceptional ability to convert nearly all absorbed light into visible light during the emission process,” Zhu explained.
    To demonstrate the material’s color tunability and luminescence as an OLED emitter, the researchers fabricated a thin-film display prototype from the composite ink. In an exciting result, they found that the material is suitable for programmable electronic displays.
    “The alphabet movie serves as a compelling example that illustrates the application of emissive thin films like supramolecular ink in the creation of fast-switching displays,” said Zhu.
    Additional experiments at UC Berkeley showed that the supramolecular ink is also compatible with 3D printing technologies such as for the design of decorative OLED lighting.
    Zhu added that manufacturers could also use the supramolecular ink to fabricate wearable devices or high-tech clothing that illuminates for safety in low-light conditions, or wearable devices that display information through the supramolecular light-emitting structures.
    The supramolecular ink is another demonstration from the Peidong Yang lab of new sustainable materials that could enable cost-effective and energy-efficient semiconductor manufacturing. Last year, Yang and his team reported a new “multielement ink” — the first “high-entropy” semiconductor that can be processed at low temperature or room temperature.

    With their demonstrated stability and shelf life, the supramolecular ink compounds could also help in the commercial advancement of ionic halide perovskites, a thin-film solar material that the display industry has been eyeing for decades. With their low-temperature synthesis in solution, ionic halide perovskites could potentially enable cheaper manufacturing processes for the manufacturing of displays. But high-performance halide perovskites contain the element lead, which is concerning for the environment and public health. In contrast, the new supramolecular ink — which belongs to the ionic halide perovskite family — offers a lead-free formulation without compromising performance.
    Now that they have successfully demonstrated the supramolecular ink’s potential in OLED thin films and 3D-printable electronics, the researchers are now exploring the material’s electroluminescent potential. “This involves a focused and specialized investigation into how well our materials can emit light using electrical excitation,” Zhu said. “This step is essential to understanding our material’s full potential for creating efficient light-emitting devices.”
    Other authors on the study include Jianbo Jin (co-first author), Zhen Wang, Zhenpeng Xu, Maria C. Folgueras, Yuxin Jiang, Can B. Uzundal, Han K.D. Le, Feng Wang, and Xiaoyu (Rayne) Zheng.
    This work was supported by the Department of Energy’s Office of Science. More

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    Researchers unveil new way to counter mobile phone ‘account takeover’ attacks

    Computer science researchers have developed a new way to identify security weaknesses that leave people vulnerable to account takeover attacks, where a hacker gains unauthorized access to online accounts.
    Most mobiles are now home to a complex ecosystem of interconnected operating software and Apps, and as the connections between online services has increased, so have the possibilities for hackers to exploit the security weaknesses, often with disastrous consequences for their owner.
    Dr Luca Arnaboldi, from the University of Birmingham’s School of Computer Science, explains: “The ruse of looking over someone’s shoulder to find out their PIN is well known. However, the end game for the attacker is to gain access to the Apps, which store a wealth of personal information and can provide access to accounts such as Amazon, Google, X, Apple Pay, and even bank accounts.”
    To understand and prevent these attacks, researchers had to get into the mind of the hacker, who can build a complex attack by combining smaller tactical steps.
    Dr Luca Arnaboldi worked with Professor David Aspinall from the University of Edinburgh, Dr Christina Kolb from the University of Twente, and Dr Sasa Radomirovic from the University of Surrey to define a way of cataloguing security vulnerabilities and modelling account takeover attacks, by reducing them their constituent building blocks.
    Until now, security vulnerabilities have been studied using ‘account access graphs’, which shows the phone, the SIM card, the Apps, and the security features that limit each stage of access.
    However, account access graphs do not model account takeovers, where an attacker disconnects a device, or an App, from the account ecosystem by, for instance, by taking out the SIM card and putting it into a second phone. As SMS messages will be visible on the second phone, the attacker can then use SMS-driven password recovery methods.

    The researchers overcame this obstacle by developing a new way to model how account access changes as devices, SIM cards, or Apps are disconnected from the account ecosystem.
    Their method, which is based on the formal logic used by mathematicians and philosophers, captures the choices faced by a hacker who has access to the mobile phone and the PIN.
    The researchers expect this approach, which is published in the Proceedings of the 28th European Symposium on Research in Computer Security (ESORICS 23), to be adopted device manufacturers and App developers who wish to catalogue vulnerabilities, and further their understanding of complex hacking attacks.
    The published account also details how the researchers tested their approach against claims made in a report by Wall Street Journal, which speculated that an attack strategy used to access data and bank accounts on an iPhone could be replicated on Android, even though no such attacks were reported.
    Apps for Android are installed from the Play Store, and installation requires a Google account, and the researchers found that this connection provides some protection against attacks. Their work also suggested a security fix for iPhone.
    Dr Arnaboldi said: “The results of our simulations showed the attack strategies used by iPhone hackers to access Apple Pay could not be used to access Android Pay on Android, due to security features on the Google account. The simulations also suggested a security fix for iPhone — requiring the use of a previous password as well as a pin, a simple choice that most users would welcome.”
    Apple has now implemented a fix for this, providing a new layer of protection for iPhone users1.

    The researchers repeated this exercise across other devices (Motorola G10 Android 11, Lenovo YT-X705F Android 10, Xiaomi Redmi Note Pro 10 Android 11, and Samsung Galaxy Tab S6 Lite Android). Here they found that the devices that had their own manufacturer accounts (Samsung and Xiaomi) had the same vulnerability as Apple — although the Google account remained safe, the bespoke accounts were compromised.
    The researchers also used their method to test the security on their own mobile devices, with an unexpected result. One of them found that giving his wife access to a shared iCloud account had compromised his security — while his security measures were as secure as they could be, her chain of connections was not secure.
    Dr Arnaboldi is currently engaged in Academic Consultancy where he works with major corporates and internet-based companies to improve their defences against hacking. More

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    DNA origami folded into tiny motor

    Scientists have created the world’s first working nanoscale electromotor, according to research published in the journal Nature Nanotechnology. The science team designed a turbine engineered from DNA that is powered by hydrodynamic flow inside a nanopore, a nanometer-sized hole in a membrane of solid-state silicon nitride.
    The tiny motor could help spark research into future applications such as building molecular factories for useful chemicals or medical probes of molecules inside the bloodstream to detect diseases such as cancer.
    “Common macroscopic machines become inefficient at the nanoscale,” said study co-author professor Aleksei Aksimentiev, a professor of physics at the University of Illinois at Urbana-Champagne. “We have to develop new principles and physical mechanisms to realize electromotors at the very, very small scales.”
    The experimental work on the tiny motor was conducted by Cees Dekker of the Delft University of Technology and Hendrik Dietz of the Technical University of Munich.
    Dietz is a world expert in DNA origami. His lab manipulated DNA molecules to make the tiny motor’s turbine, which consisted of 30 double-stranded DNA helices engineered into an axle and three blades of about 72 base pair length. Decker’s lab work demonstrated that the turbine can indeed rotate by applying an electric field. Aksimentiev’s lab carried out all-atom molecular dynamics simulations on a system of five million atoms to characterize the physical phenomena of how the motor works.
    The system was the smallest representation that could yield meaningful results about the experiment; however, “it was one of the largest ever simulated from the DNA origami perspective,” Aksimentiev said.
    Mission Impossible to Mission Possible
    The Texas Advanced Computing Center (TACC) awarded Aksimentiev a Leadership Resource Allocation to aid his study of mesoscale biological systems on the National Science Foundation (NSF)-funded Frontera, the top academic supercomputer in the U.S.

    “Frontera was instrumental in this DNA nanoturbine work,” Aksimentiev said. “We obtained microsecond simulation trajectories in two to three weeks instead of waiting for a year or more on smaller computing systems. The big simulations were done on Frontera using about a quarter of the machine — over 2,000 nodes,” Aksimentiev said. “However, it’s not just the hardware, but also the interaction with TACC staff. It’s extremely important to make the best use of the resources once we have the opportunity.”
    Aksimentiev was also awarded supercomputer allocations for this work by the NSF-funded Advanced Cyberinfrastructure Coordination Ecosystem: Services & Support (ACCESS) on Expanse of the San Diego Supercomputer Center and Anvil of Purdue University.
    “We had up to 100 different nanomotor systems to simulate. We had to run them for different conditions and in a speedy manner, which the ACCESS supercomputers assisted with perfectly,” Aksimentiev said. “Many thanks to the NSF for their support — we would not be able to do the science that we do without these systems.”
    DNA as a Building Block
    The success with the working DNA nanoturbine builds on a previous study that also used Frontera and ACCESS supercomputers. The study showed that a single DNA helix is the tiniest electromotor that one can build — it can rotate up to a billion revolutions per minute.
    DNA has emerged as a building material at the nanoscale, according to Aksimentiev.

    “The way DNA base pair is a very powerful programming tool. We can program geometrical, three-dimensional objects from DNA using the Cadnano software just by programming the sequence of letters that make up the rungs of the double helix,” he explained.
    Another reason for using DNA as the building block is that it carries a negative charge, an essential characteristic to make the electromotor.
    “We wanted to reproduce one of the most spectacular biological machines — ATP synthase, which is driven by electric field. We chose to do our motor with DNA,” Aksimentiev said.
    “This new work is the first nanoscale motor where we can control the rotational speed and direction,” he added. It’s done by adjusting the electric field across the solid state nanopore membrane and the salt concentrations of the fluid that surrounds the rotor.
    “In the future, we might be able to synthetize a molecule using the new nanoscale electromotor, or we can use it to as an element of a bigger molecular factory, where things are moved around. Or we could imagine it as a vehicle for soft propulsion, where synthetic systems can go into a blood stream and probe molecules or cells one at a time,” Aksimentiev said.
    If you think this sounds like something out of a 1960’s sci-fi movie, you are right. In the movie Fantastic Voyage, a team of Americans in a nuclear submarine is shrunk and injected into a scientist’s body to fix a blood clot and need to work quickly before the miniaturization wears off.
    As far-fetched as this might sound, Aksimentiev says that the concept and the elements of the machines we are developing today could enable something like this to happen.
    “We were able to accomplish this because of supercomputers,” Aksimentiev said. “Supercomputers are becoming more and more indispensable as the complexity of the systems that we build increases. They’re the computational microscopes, which at ultimate resolutions can see the motion of individual atoms and how that is coupled to a bigger system.”
    Funding came from ERC Advanced Grant no. 883684 and the NanoFront and BaSyC programmes; ERC Consolidator Grant to H.D. (GA no. 724261), the Deutsche Forschungsgemeinschaft via the Gottfried-Wilhelm-Leibniz Programme (to H.D.) and the SFB863 Project ID 111166240 TPA9; National Science Foundation grant DMR-1827346; the Max Planck School Matter to Life and the MaxSynBio Consortium. Supercomputer time was provided through TACC Leadership Resource Allocation MCB20012 on Frontera and through ACCESS allocation MCA05S028. More

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    How does materialism in social media trigger stress and unhappiness?

    The researchers headed by Dr. Phillip Ozimek from the Faculty of Psychology at Ruhr University Bochum, Germany, recruited 1,230 people for their online survey. In order to participate, respondents had to use at least one social media channel at least once a week. On average, the participants stated that they spent just over two hours a day on social media.
    The research team used six different questionnaires to determine the extent to which the participants had a materialistic attitude and tended to compare themselves with others, whether they used social media more actively or passively, whether they were addicted to social media, how stressed and how satisfied they were with their lives.
    Downward spiral set in motion
    “The data showed that a stronger materialistic approach goes hand in hand with a tendency to compare oneself with others,” points out Phillip Ozimek. This comparison is very easy to make on social media, primarily through passive use, i.e. by looking at the content posted by other users. Materialism and passive use were also linked to addictive use of social media. “By this we mean, for example, that users are constantly thinking about the respective channels and fear that they are missing out on something if they are not online,” explains Phillip Ozimek. This in turn leads to symptoms of poorer mental health, i.e. stress. The final link in the chain is reduced life satisfaction. “Social media is one of six stepping stones to unhappiness,” concludes Phillip Ozimek.
    Social media attracts and breeds materialists
    “Overall, the study provides further evidence that the use of social media is associated with risks, especially for people with a highly materialistic mindset,” says the psychologist. This is particularly worrying, because social media can trigger and increase materialistic values, for example through (influencer) marketing. At the same time, the platforms attract materialists anyway, as they are a perfect way to satisfy many materialistic needs.
    “It’s definitely a good idea to be aware of the amount of time you spend on social media and to reduce it,” recommends Phillip Ozimek. He advises against giving up Social Media completely. “If you did, you’re likely to overcompensate.” The research team also suggests recording materialism and social media use in patients undergoing treatment for mental health disorders. “While these factors are often irrelevant, they can be a starting point for additional interventions that patients can try out at home.” More