from the world's big
These are the 10 most discussed tech topics during COVID-19
Here's how the world's technology conversations are changing.
COVID is changing the world and our technology conversations are changing with it.
As part of work identifying promising technology use cases to combat COVID, The Boston Consulting Group recently used contextual AI to analyze more than 150 million English language media articles from 30 countries published between December 2019 to May 2020. While the research reflects media coverage and not technology development, the analysis still reveals a range of shifting interests. These shifts can give a sense for how the world has refocused itself to tackle the crisis in the short term. The findings also show the crisis could be leaving some key risks or solutions under-discussed or under-explored, potentially creating new vulnerabilities.
Tech talk after COVID
As can be seen in the below figure, only half of the top tech/telco topics pre-COVID remain in the top ten during COVID. This speaks to a fundamental change in core interests and principal concerns.
Image: World Economic Forum, Boston Consulting Group
The first priority during this pandemic has been the protection of individuals, and rightly so. As a result, topics such as biotech/medtech have gained prominence as researchers seek out new treatments and a potential vaccine. This shift has fueled a new interest in telemedicine as well. This technology was slow in adoption for outpatient care pre-COVID, but has seen enormous growth in the past 6 months, as lockdowns and the virus forced patients and doctors to seek new solutions for care.
The coronavirus has also brought new uncertainties. With this, data analytics has risen 35% from pre-COVID levels, as individuals and companies use emerging data from medical research and emerging habits to forecast everything from the path of the pandemic to potential supply chain disruptions.
Talk regarding delivery drones has increased by 57% in topic share, thanks in part to new uses of drones to deliver much-needed supplies such as groceries and PPE in areas hard to reach after COVID-19 lockdowns.
COVID-19 boosted the number of articles written about 5G, though the context for these conversations has shifted. Articles pre-COVID focused on potential capabilities from a 5G rollout. As the virus spread, however, fear sparked by conspiracy theorists linked 5G technology to misinformation campaigns.
Image: World Economic Forum, Boston Consulting Group
As part of this research, analysis dug into top discussion topics in 4 of the world's key regions: India, China, the European Union and the US. Here contextual AI studied more than 2,500 publications between January and May 2020. To be sure, a number of factors determine the types of media coverage that emerges in different regions. Still, this exercise is another window into how technology conversations differed across contexts as countries faced the virus in different ways, leveraging different tools and resources.
Left unsaid or under-discussed
As the pandemic spread, "business as usual" gave way to crisis management. As it did, traditionally-popular tech topics such as artificial intelligence and machine learning, internet of things, blockchain, robotics, and cybersecurity have been discussed less often than usual during the pandemic. In some cases they have fallen off the map entirely.
This trend reflects the need tackle the immediate health needs of the crisis while ignoring the key role that other technologies or risks will play in more long-term solutions.
Blockchain, for instance, will be key for more resilient supply chains and integral to the equitable deployment of the vaccine once it is available.
AI and machine learning have fallen in rank but have shown to be integral to a range of efforts, including helping researchers sort through massive amounts of data quickly to process the real-time information being processed about the disease.
Cybersecurity has fallen off the list of top ten tech topics entirely and that fact belies the growing risk that cyber security poses to a range of sectors, including the newly remote workforce. Additionally, the medical field is particularly vulnerable to cyber threats and the past months have seen a 75% increase in ransomware attacks against health professionals (Some attacks have even targeted researchers seeking a cure for COVID.) The World Health Organization reported a five-fold increase in cyberattacks between this year and last.
The global pandemic is forcing us to re-think the way we work and how we do business. As our attentions focus on the most immediate threats, we must remember to consider the longer term. Looking past just the crisis before us can give us a fuller picture of the risks we face - as well as the opportunities we might not be exploring and the solutions we can put into place.
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Health officials in China reported that a man was infected with bubonic plague, the infectious disease that caused the Black Death.
- The case was reported in the city of Bayannur, which has issued a level-three plague prevention warning.
- Modern antibiotics can effectively treat bubonic plague, which spreads mainly by fleas.
- Chinese health officials are also monitoring a newly discovered type of swine flu that has the potential to develop into a pandemic virus.
Bacteria under microscope
needpix.com<p>Today, bubonic plague can be treated effectively with antibiotics.</p><p style="margin-left: 20px;">"Unlike in the 14th century, we now have an understanding of how this disease is transmitted," Dr. Shanthi Kappagoda, an infectious disease physician at Stanford Health Care, told <a href="https://www.healthline.com/health-news/seriously-dont-worry-about-the-plague#Heres-how-the-plague-spreads" target="_blank">Healthline</a>. "We know how to prevent it — avoid handling sick or dead animals in areas where there is transmission. We are also able to treat patients who are infected with effective antibiotics, and can give antibiotics to people who may have been exposed to the bacteria [and] prevent them [from] getting sick."</p>
This plague patient is displaying a swollen, ruptured inguinal lymph node, or buboe.
Centers for Disease Control and Prevention<p>Still, hundreds of people develop bubonic plague every year. In the U.S., a handful of cases occur annually, particularly in New Mexico, Arizona and Colorado, <a href="https://www.cdc.gov/plague/faq/index.html" target="_blank">where habitats allow the bacteria to spread more easily among wild rodent populations</a>. But these cases are very rare, mainly because you need to be in close contact with rodents in order to get infected. And though plague can spread from human to human, this <a href="https://www.healthline.com/health-news/seriously-dont-worry-about-the-plague#Heres-how-the-plague-spreads" target="_blank">only occurs with pneumonic plague</a>, and transmission is also rare.</p>
A new swine flu in China<p>Last week, researchers in China also reported another public health concern: a new virus that has "all the essential hallmarks" of a pandemic virus.<br></p><p>In a paper published in the <a href="https://www.pnas.org/content/early/2020/06/23/1921186117" target="_blank">Proceedings of the National Academy of Sciences</a>, researchers say the virus was discovered in pigs in China, and it descended from the H1N1 virus, commonly called "swine flu." That virus was able to transmit from human to human, and it killed an estimated 151,700 to 575,400 people worldwide from 2009 to 2010, according to the Centers for Disease Control and Prevention.</p>There's no evidence showing that the new virus can spread from person to person. But the researchers did find that 10 percent of swine workers had been infected by the virus, called G4 reassortant EA H1N1. This level of infectivity raises concerns, because it "greatly enhances the opportunity for virus adaptation in humans and raises concerns for the possible generation of pandemic viruses," the researchers wrote.
A new Harvard study finds that the language you use affects patient outcome.
- A study at Harvard's McLean Hospital claims that using the language of chemical imbalances worsens patient outcomes.
- Though psychiatry has largely abandoned DSM categories, professor Joseph E Davis writes that the field continues to strive for a "brain-based diagnostic system."
- Chemical explanations of mental health appear to benefit pharmaceutical companies far more than patients.
Challenging the Chemical Imbalance Theory of Mental Disorders: Robert Whitaker, Journalist<span style="display:block;position:relative;padding-top:56.25%;" class="rm-shortcode" data-rm-shortcode-id="41699c8c2cb2aee9271a36646e0bee7d"><iframe type="lazy-iframe" data-runner-src="https://www.youtube.com/embed/-8BDC7i8Yyw?rel=0" width="100%" height="auto" frameborder="0" scrolling="no" style="position:absolute;top:0;left:0;width:100%;height:100%;"></iframe></span><p>This is a far cry from Howard Rusk's 1947 NY Times editorial calling for mental healt</p><p>h disorders to be treated similarly to physical disease (such as diabetes and cancer). This mindset—not attributable to Rusk alone; he was merely relaying the psychiatric currency of the time—has dominated the field for decades: mental anguish is a genetic and/or chemical-deficiency disorder that must be treated pharmacologically.</p><p>Even as psychiatry untethered from DSM categories, the field still used chemistry to validate its existence. Psychotherapy, arguably the most efficient means for managing much of our anxiety and depression, is time- and labor-intensive. Counseling requires an empathetic and wizened ear to guide the patient to do the work. Ingesting a pill to do that work for you is more seductive, and easier. As Davis writes, even though the industry abandoned the DSM, it continues to strive for a "brain-based diagnostic system." </p><p>That language has infiltrated public consciousness. The team at McLean surveyed 279 patients seeking acute treatment for depression. As they note, the causes of psychological distress have constantly shifted over the millennia: humoral imbalance in the ancient world; spiritual possession in medieval times; early childhood experiences around the time of Freud; maladaptive thought patterns dominant in the latter half of last century. While the team found that psychosocial explanations remain popular, biogenetic explanations (such as the chemical imbalance theory) are becoming more prominent. </p><p>Interestingly, the 80 people Davis interviewed for his book predominantly relied on biogenetic explanations. Instead of doctors diagnosing patients, as you might expect, they increasingly serve to confirm what patients come in suspecting. Patients arrive at medical offices confident in their self-diagnoses. They believe a pill is the best course of treatment, largely because they saw an advertisement or listened to a friend. Doctors too often oblige without further curiosity as to the reasons for their distress. </p>
Image: Illustration Forest / Shutterstock<p>While medicalizing mental health softens the stigma of depression—if a disorder is inheritable, it was never really your fault—it also disempowers the patient. The team at McLean writes,</p><p style="margin-left: 20px;">"More recent studies indicate that participants who are told that their depression is caused by a chemical imbalance or genetic abnormality expect to have depression for a longer period, report more depressive symptoms, and feel they have less control over their negative emotions."</p><p>Davis points out the language used by direct-to-consumer advertising prevalent in America. Doctors, media, and advertising agencies converge around common messages, such as everyday blues is a "real medical condition," everyone is susceptible to clinical depression, and drugs correct underlying somatic conditions that you never consciously control. He continues,</p><p style="margin-left: 20px;">"Your inner life and evaluative stance are of marginal, if any, relevance; counseling or psychotherapy aimed at self-insight would serve little purpose." </p><p>The McLean team discovered a similar phenomenon: patients expect little from psychotherapy and a lot from pills. When depression is treated as the result of an internal and immutable essence instead of environmental conditions, behavioral changes are not expected to make much difference. Chemistry rules the popular imagination.</p>
Why Depression Isn't Just a Chemical Imbalance<span style="display:block;position:relative;padding-top:56.25%;" class="rm-shortcode" data-rm-shortcode-id="fbc027c9358dad4a6d9e2704fc9ddb04"><iframe type="lazy-iframe" data-runner-src="https://www.youtube.com/embed/GAC9ODvSxh0?rel=0" width="100%" height="auto" frameborder="0" scrolling="no" style="position:absolute;top:0;left:0;width:100%;height:100%;"></iframe></span><p>Many years ago, my best friend tried to quit smoking. He asked for help. While I'm no addiction expert, I offered what I knew from my fitness toolkit: breathing exercises and cardiovascular training, methods for strengthening his body and mind that could, I hoped, inspire him to take better care of himself in general. He replied, "No, I meant something like a pill."</p><p>A few years later, he quit for good. After failing the cold turkey method a number of times, it finally stuck. Maybe it was watching his children grow up—the reason my parents quit when I was young. This method is not easy, however. It challenges you; it forces you to confront your demons; it drastically affects your brain chemistry. Yet, in the long run, it sometimes works. </p><p>Sometimes pills work, too. But often they do not. The journalist Robert Whitaker, author of "Anatomy of an Epidemic," discussed the clinical trial process <a href="https://bigthink.com/mind-brain/antidepressants-dangers" target="_self">during our recent conversation</a>. While the FDA process appears thorough from the outside, pharmaceutical companies only need to prove that a drug works better than placebo, not that it works for the most amount of people. He continues, </p><p style="margin-left: 20px;">"Let's say you have a drug that provides a relief of symptoms in 20 percent of people. In placebo, it's 10 percent. How many people in that study do not benefit from the drug? Nine out of 10. How many people are exposed to the adverse effects of the drug? 100 percent."</p><p>Even though some pharmacological interventions show little efficacy, and even though Xanax, an addictive and destructive benzodiazepine that only showed <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5846112/" target="_blank">short-term (four weeks) efficacy</a> in clinical trials, is being prescribed for many months and years, doctors continue to use the language of clinical neuroscience to describe mental health issues. If chemistry is the problem, people will turn to chemistry for the solution. </p><p>Perhaps we should, as psychiatrist Dean Schuyler <a href="https://bigthink.com/surprising-science/antidepressant-effects" target="_self">writes</a> in a 1974 book, recognize that most depressive episodes "will run their course and terminate with virtually complete recovery without specific intervention." The problem is that idea isn't profitable. As long as the gatekeepers continue to use the language of chemical imbalances to describe what for many is just an episodic case of the "blahs," we'll continue creating more problems than we solve.</p><p>--</p><p><em>Stay in touch with Derek on <a href="http://www.twitter.com/derekberes" target="_blank">Twitter</a>, <a href="https://www.facebook.com/DerekBeresdotcom" target="_blank">Facebook</a> and <a href="https://derekberes.substack.com/" target="_blank">Substack</a>. His next book is</em> "<em>Hero's Dose: The Case For Psychedelics in Ritual and Therapy."</em></p>
SEAL training is the ultimate test of both mental and physical strength.
- The fact that U.S. Navy SEALs endure very rigorous training before entering the field is common knowledge, but just what happens at those facilities is less often discussed. In this video, former SEALs Brent Gleeson, David Goggins, and Eric Greitens (as well as authors Jesse Itzler and Jamie Wheal) talk about how the 18-month program is designed to build elite, disciplined operatives with immense mental toughness and resilience.
- Wheal dives into the cutting-edge technology and science that the navy uses to prepare these individuals. Itzler shares his experience meeting and briefly living with Goggins (who was also an Army Ranger) and the things he learned about pushing past perceived limits.
- Goggins dives into why you should leave your comfort zone, introduces the 40 percent rule, and explains why the biggest battle we all face is the one in our own minds. "Usually whatever's in front of you isn't as big as you make it out to be," says the SEAL turned motivational speaker. "We start to make these very small things enormous because we allow our minds to take control and go away from us. We have to regain control of our mind."