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Household mixing during COVID-19: our research suggests adherence to lockdowns in England declined over time

We analysed mobility data provided by almost one million people in England between January 2020 and May 2021, seeking to understand trends in residential visits during the pandemic.

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Olena Ivanova/Shutterstock

The grim prospect of COVID-19 stay-at-home orders is back in the news, with a number of European countries having either introduced new restrictions or reimposed full lockdowns amid rising cases. These developments inevitably raise questions around how we can best shape public health policy to reduce virus transmission.

One key challenge is reducing “risky” interactions between people, such as household visits indoors. We know close proximity and inadequate ventilation increase the chances of the virus spreading, leading to rising rates of illness. Yet our understanding of these household visitation behaviours, and the effectiveness of policy to reduce them, is lacking.

So in our latest research, we analysed mobility data collected from almost one million people in England between January 2020 and May 2021, seeking to understand trends in home visits during the pandemic.

This data was collected via location-based mobile phone apps by the data company Cuebiq, who obtained consent from users for their anonymised data to be used for research purposes. Working with Cuebiq we were able to generate aggregate analyses without obtaining any individual or household data (that is, none of the data we used could be linked to specific people).

Our interest here was in regional and national trends in mobility, and how populations moved around during the pandemic. For each region we developed indicators of visitation rates to residential areas outside of usual home areas, and assessed how these rates varied from baseline levels set in January and February 2020.


Read more: Selective lockdowns can be ethically justifiable – here's why


What we found

We saw a rapid reduction in people visiting other residential areas during the first lockdown in March 2020. The average decrease over the duration of the first lockdown was 39.3%, while at the lowest point, this activity was 56.4% below baseline levels. Rates of interaction increased prior to the end of the lockdown on May 12, and continued increasing through the spring and summer. But this was a gradual return.

The allowance of support bubbles in June 2020 brought no significant increase in home visits, although a flattening of the rate during August 2020 may indicate that social gatherings moved to restaurants during the operation of the Eat Out to Help Out scheme, or to public outdoor areas with warmer weather. While visitation rates exceed those seen in our baseline months, we can’t tell whether these were indoors or visits to front and back gardens, nor whether the rule of six was followed.

Later national lockdowns saw higher levels of mixing compared to what we observed in March 2020. The second lockdown in November 2020 saw a 15.3% reduction from baseline on average. Activity increased quickly after the end of the November lockdown, potentially due to the run-up to Christmas. The third lockdown, in January 2021, saw around a 26.2% reduction until mid-February.

We observed a significant rise in visitation from mid-February onwards while the third national lockdown continued – within two weeks rising to 23.3% above baseline levels. This increase in activity aligns with the announcement that the UK had offered vaccinations to the first four priority groups, which may have given people confidence to return to social activities at this time.

Graph showing trends in visits to other residential areas.
In this figure, the dots represent the daily mobility data, while the orange line represents a seven-day average. Scientific Reports, Author provided

Taken together, the evidence suggests a slowly declining adherence to the stay-at-home rules as the pandemic went on. The underlying reasons for this will be multifaceted, summarised neatly as “lockdown fatigue”, but more precisely relate to increasing perceptions of safety in the face of the vaccine rollout, a need to re-engage in social activity, declining trust in government, and other personal stresses. These trends tell us we can’t simply pull the same policy leavers and expect to achieve the same outcomes as those seen in March 2020.

There is further variation in our findings when we look at different areas. In general, we observed lower levels of household visitation in rural areas, while some cities (London, Manchester and Cambridge, for example) regularly exceeded pre-COVID activity levels.

The reason for these differences is not clear. It could be linked to factors like household composition and personal circumstances, but further work is needed to better understand the complex demographic and household factors influencing these trends.

Four senior people socialising in a lounge room.
People may have become more inclined to mix with others at home as vaccination levels increased. Rawpixel.com/Shutterstock

The implications

While there are some intriguing patterns of activity in this data, we must also apply plenty of caution in drawing conclusions. We can only speculate on the causes underlying the trends we observe, and the trends we see in England don’t necessarily reflect what has happened, or might happen, elsewhere.

Nevertheless, these findings add to our understanding of the impacts of pandemic policy, and highlight the need for nuance in crafting future interventions.

The patterns of household visitation we observed reflect the social complexities of the pandemic period. We must remember that household visitation does not equate to malicious noncompliance, and instead may point to the need for people to see each other for their emotional wellbeing.

While there are clear public health reasons to encourage caution in social mixing, this must be balanced against the negative outcomes of lockdowns and their potentially diminishing returns. Policy must be crafted to account for these nuances – supporting opportunities to socialise while avoiding higher risk interactions, responding locally, and adapting with the changing attitudes and circumstances faced by the population.


Read more: How COVID, lockdown and isolation has fuelled our interest in the lives of others


Ed Manley receives research funding from the Economic and Social Research Council (ESRC), Engineering and Physical Sciences Research Council (EPSRC), and the Medical Research Council (MRC).

Mengdie Zhuang receives funding from the Engineering and Physical Sciences Research Council (EPSRC).

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Team undertakes study of two-dimensional transition metal chalcogenides

Two-dimensional materials, like transition metal dichalcogenide, have applications in public health because of their large surface area and high surface…

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Two-dimensional materials, like transition metal dichalcogenide, have applications in public health because of their large surface area and high surface sensitivities, along with their unique electrical, optical, and electrochemical properties. A research team has undertaken a review study of methods used to modulate the properties of two-dimensional transition metal dichalcogenide (TMD). These methods have important biomedical applications, including biosensing.

Credit: Nano Research Energy, Tsinghua University Press

Two-dimensional materials, like transition metal dichalcogenide, have applications in public health because of their large surface area and high surface sensitivities, along with their unique electrical, optical, and electrochemical properties. A research team has undertaken a review study of methods used to modulate the properties of two-dimensional transition metal dichalcogenide (TMD). These methods have important biomedical applications, including biosensing.

 

The team’s work is published in the journal Nano Research Energy on November 23, 2022.

 

The team’s goal is to present a comprehensive summarization of this promising field and show challenges and opportunities available in this research area. “In this review, we focus on the state-of-the-art methods to modulate properties of two-dimensional TMD and their applications in biosensing. In particular, we thoroughly discuss the structure, intrinsic properties, property modulation methods, and biosensing applications of TMD,” said Yu Lei, an assistant professor at the Institute of Materials Research, Shenzhen International Graduate School, Tsinghua University.

 

Since graphene was discovered in 2004, two-dimensional materials, such as TMD, have attracted significant attention. Because of its unique properties, two-dimensional TMD can serve as the atomically thin platforms for energy storage and conversion, photoelectric conversion, catalysis, and biosensing. TMD also displays a wide band structure and has unusual optical properties. Yet another benefit of two-dimensional TMD is that it can be produced in large quantities at a low cost.

 

In public health, reliable and affordable in vitro and in vivo detection of biomolecules is essential for disease prevention and diagnosis. Especially during the COVID-19 pandemic, people have suffered not only from the physical disease, but also from the psychological problems related to extensive exposure to stress. Extensive stress can result in abnormal levels in biomarkers such as serotonin, dopamine, cortisol, and epinephrine. So, it is essential that scientists find non-invasive ways to monitor these biomarkers in body fluids, such as sweat, tears, and saliva. In order for health care professionals to quickly and accurately assess a person’s stress and diagnose psychological disease, biosensors are of significant importance in the diagnostics, environmental monitoring, and forensic industries.

 

The team reviewed the use of two-dimensional TMD as the functional material for biosensing, the approaches to modulate the properties of TMD, and different types of TMD-based biosensors including electric, optical, and electrochemical sensors. “Public health study is always a major task in preventing, diagnosing, and fighting off the diseases. Developing ultrasensitive and selective biosensors is critical for diseases prevention and diagnosing,” said Bilu Liu, an associate professor and a principal investigator at Shenzhen Geim Graphene Center, Shenzhen International Graduate School, Tsinghua University.

 

Two-dimensional TMD is a very sensitive platform for biosensing. These two-dimensional TMD based electrical/optical/electrochemical sensors have been readily used for biosensors ranging from small ions and molecules, such as Ca2+, H+, H2O2, NO2, NH3, to biomolecules such as dopamine and cortisol, that are related to central nervous disease, and all the way to molecule complexities, such as bacteria, virus, and protein.

 

The research team determined that despite the remarkable potentials, many challenges related to TMD-based biosensors still need to be solved before they can make a real impact. They suggest several possible research directions. The team recommends that the feedback loop assisted by machine learning be used to reduce the testing time needed to build the database needed for finding the proper biomolecules and TMD pairs. Their second recommendation is the use of a feedback loop assisted by machine learning to achieve the on-demand property modulation and biomolecules/TMD database. Knowing that TMD-based composites exhibit excellent performance when constructed into devices, their third recommendation is that surface modifications, such as defects and vacancies, be adopted to improve the activity of the TMD-based composites. Their last recommendation is that low-cost manufacturing methods at low temperature be developed to prepare TMD. The current chemical vapor deposition method used to prepare TMD can lead to cracks and wrinkles. A low-cost, low-temperature method would improve the quality of the films. “As the key technical issues are solved, the devices based on two-dimensional TMD will be the overarching candidates for the new healthcare technologies,” said Lei.

 

The Tsinghua University team includes Yichao Bai and Linxuan Sun, and Yu Lei from the Institute of Materials Research, Tsinghua Shenzhen International Graduate School and the Guangdong Provincial Key Laboratory of Thermal Management Engineering and Materials, Tsinghua Shenzhen International Graduate School; along with Qiangmin Yu and Bilu Liu from the Institute of Materials Research, Tsinghua Shenzhen International Graduate School, and the Shenzhen Geim Graphene Center, Tsinghua-Berkeley Shenzhen Institute & Institute of Materials Research, Tsinghua Shenzhen International Graduate School.

 

This research is funded by the National Natural Science Foundation of China, the National Science Fund for Distinguished Young Scholars, Guangdong Innovative and Entrepreneurial Research Team Program, the Shenzhen Basic Research Project, the Scientific Research Start-up Funds at Tsinghua Shenzhen International Graduate School, and Shenzhen Basic Research Project.

 

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About Nano Research Energy 

 

Nano Research Energy is launched by Tsinghua University Press, aiming at being an international, open-access and interdisciplinary journal. We will publish research on cutting-edge advanced nanomaterials and nanotechnology for energy. It is dedicated to exploring various aspects of energy-related research that utilizes nanomaterials and nanotechnology, including but not limited to energy generation, conversion, storage, conservation, clean energy, etc. Nano Research Energy will publish four types of manuscripts, that is, Communications, Research Articles, Reviews, and Perspectives in an open-access form.

 

About SciOpen 

 

SciOpen is a professional open access resource for discovery of scientific and technical content published by the Tsinghua University Press and its publishing partners, providing the scholarly publishing community with innovative technology and market-leading capabilities. SciOpen provides end-to-end services across manuscript submission, peer review, content hosting, analytics, and identity management and expert advice to ensure each journal’s development by offering a range of options across all functions as Journal Layout, Production Services, Editorial Services, Marketing and Promotions, Online Functionality, etc. By digitalizing the publishing process, SciOpen widens the reach, deepens the impact, and accelerates the exchange of ideas.

 


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Climate-Change Lockdowns? Yup, They Are Actually Going There…

Climate-Change Lockdowns? Yup, They Are Actually Going There…

Authored by Michael Snyder via The End of The American Dream blog,

I suppose…

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Climate-Change Lockdowns? Yup, They Are Actually Going There...

Authored by Michael Snyder via The End of The American Dream blog,

I suppose that we should have known that this was inevitable.  After establishing a precedent during the pandemic, now the elite apparently intend to impose lockdowns for other reasons as well.  What I have detailed in this article is extremely alarming, and I hope that you will share it with everyone that you can.  Climate change lockdowns are here, and if people don’t respond very strongly to this it is likely that we will soon see similar measures implemented all over the western world.  The elite have always promised to do “whatever it takes” to fight climate change, and now we are finding out that they weren’t kidding.

Over in the UK, residents of Oxfordshire will now need a special permit to go from one “zone” of the city to another.  But even if you have the permit, you will still only be allowed to go from one zone to another “a maximum of 100 days per year”

Oxfordshire County Council yesterday approved plans to lock residents into one of six zones to ‘save the planet’ from global warming. The latest stage in the ’15 minute city’ agenda is to place electronic gates on key roads in and out of the city, confining residents to their own neighbourhoods.

Under the new scheme if residents want to leave their zone they will need permission from the Council who gets to decide who is worthy of freedom and who isn’t. Under the new scheme residents will be allowed to leave their zone a maximum of 100 days per year, but in order to even gain this every resident will have to register their car details with the council who will then track their movements via smart cameras round the city.

Are residents of Oxfordshire actually going to put up with this?

[ZH: Paul Joseph Watson notes that the local authorities in Oxford tried to ‘fact check’ the article claiming they’re imposing de facto ‘climate lockdowns’, but ended basically admitting that’s exactly what they’re doing...]

I never thought that we would actually see this sort of a thing get implemented in the western world, but here we are.

Of course there are a few people that are loudly objecting to this new plan, but one Oxfordshire official is pledging that “the controversial plan would go ahead whether people liked it or not”.

Ouch.

Meanwhile, France has decided to completely ban certain short-haul flights in an attempt to reduce carbon emissions…

France can now make you train rather than plane.

The European Commission (EC) has given French officials the green light to ban select domestic flights if the route in question can be completed via train in under two and a half hours.

The plan was first proposed in 2021 as a means to reduce carbon emissions. It originally called for a ban on eight short-haul flights, but the EC has only agreed to nix three that have quick, easy rail alternatives with several direct connections each way every day.

This is nuts.

But if the French public accepts these new restrictions, similar bans will inevitably be coming to other EU nations.

In the Netherlands, the government is actually going to be buying and shutting down approximately 3,000 farms in order to “reduce its nitrogen pollution”

The Dutch government is planning to purchase and then close down up to 3,000 farms in an effort to comply with a European Union environmental mandate to slash emissions, according to reports.

Farmers in the Netherlands will be offered “well over” the worth of their farm in an effort to take up the offer voluntarily, The Telegraph reported. The country is attempting to reduce its nitrogen pollution and will make the purchases if not enough farmers accept buyouts.

“There is no better offer coming,” Christianne van der Wal, nitrogen minister, told the Dutch parliament on Friday.

This is literally suicidal.

We are in the beginning stages of an unprecedented global food crisis, and the Dutch government has decided that now is the time to shut down thousands of farms?

I don’t even have the words to describe how foolish this is.

Speaking of suicide, Canada has found a way to get people to stop emitting any carbon at all once their usefulness is over.  Assisted suicide has become quite popular among the Canadians, and the number of people choosing that option keeps setting new records year after year

Last year, more than 10,000 people in Canada – astonishingly that’s over three percent of all deaths there – ended their lives via euthanasia, an increase of a third on the previous year. And it’s likely to keep rising: next year, Canada is set to allow people to die exclusively for mental health reasons.

If you are feeling depressed, Canada has a solution for that.

And if you are physically disabled, Canada has a solution for that too

Only last week, a jaw-dropping story emerged of how, five years into an infuriating battle to obtain a stairlift for her home, Canadian army veteran and Paralympian Christine Gauthier was offered an extraordinary alternative.

A Canadian official told her in 2019 that if her life was so difficult and she so ‘desperate’, the government would help her to kill herself. ‘I have a letter saying that if you’re so desperate, madam, we can offer you MAiD, medical assistance in dying,’ the paraplegic ex-army corporal testified to Canadian MPs.

“Medical assistance in dying” sounds so clinical.

But ultimately it is the greatest lockdown of all.

Because once you stop breathing, you won’t be able to commit any more “climate sins”.

All over the western world, authoritarianism is growing at a pace that is absolutely breathtaking.

If they can severely restrict travel and shut down farms today, what sort of tyranny will we see in the future?

Sadly, most people in the general population still do not understand what is happening.

Hopefully they will wake up before it is too late.

*  *  *

It is finally here! Michael’s new book entitled “End Times” is now available in paperback and for the Kindle on Amazon.

Tyler Durden Fri, 12/09/2022 - 06:30

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First-ever social responsibility report of Chinese enterprises in Saudi Arabia incorporates BGI Genomics projects

On December 1, 2022, the Social Responsibility Report of Chinese Companies in Saudi Arabia was officially launched, which is the first such report released…

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On December 1, 2022, the Social Responsibility Report of Chinese Companies in Saudi Arabia was officially launched, which is the first such report released by the Contact Office of Chinese Companies in Saudi Arabia. BGI Genomics projects in the Kingdom have been incorporated into this report.

Credit: BGI Genomics

On December 1, 2022, the Social Responsibility Report of Chinese Companies in Saudi Arabia was officially launched, which is the first such report released by the Contact Office of Chinese Companies in Saudi Arabia. BGI Genomics projects in the Kingdom have been incorporated into this report.

This event was attended by around 150 representatives of Chinese and Saudi enterprises, Saudi government officials, experts in the field of sustainable development, CCTV, Xinhua News Agency, Saudi Press Agency, Arab News and other media professionals. This Report presents the key projects and best practices of Chinese enterprises to fulfil their social and environmental responsibilities while advancing the Kingdom’s industry development.

Chen Weiqing, the Chinese ambassador to Saudi Arabia, said in his video speech that the Report highlighted Chinese enterprises’ best practices in serving the local community, safe production, green and low-carbon development and promoting local employment. The release of the Report helps Chinese enterprises in the Kingdom to strengthen communication with the local community, laying a stronger foundation for future collaboration.

Epidemic control and accelerating post-COVID 19 recovery

BGI Genomics has been fulfilling its corporate social responsibilities and worked with the Saudi people to fight the COVID-19 epidemic.

In March 2020, Saudi Arabia was hit by the pandemic. The Saudi government decided to adopt BGI Genomics’ Huo-Yan laboratory solution in April 2020. At the forefront of the fight against the epidemic, the company has built six laboratories in Riyadh, Makkah, Madinah, Dammam and Asir within two months, with a total area of nearly 5,000 square meters and a maximum daily testing throughput of 50,000 samples.

By the end of December 2021, BGI Genomics had sent 14 groups of experts, engineers and laboratory technicians to Saudi Arabia, amounting to over 700 people, and tested more than 16 million virus samples, accounting for more than half of the tests conducted during this period. The company has successfully trained over 400 qualified Saudi technicians, and all laboratories have been transferred to local authorities for the operation.

In the post-epidemic era, the Huo-Yan laboratories can continue to make positive contributions to public health, working with local medical institutions and the public health system to make breakthroughs in areas such as reproductive health, tumour prevention and control, and prevention.

Enhancing genomic technology localization and testing capabilities

In July 2022, BGI Almanahil and Tibbiyah Holdings, a wholly owned subsidiary of the Saudi Faisaliah Group, announced a joint venture (JV) to establish an integrated, trans-omics medical testing company specializing in genetic testing.

This JV company will help improve Saudi Arabia’s local clinical and public health testing and manufacturing capabilities, promote the localization of strategic products that have long been imported, contribute to the implementation and realization of the Kingdom’s Vision 2030 roadmap, and significantly enhance local capacity for third-party medical testing services as well as local production of critical medical supplies.

BGI Genomics attaches great importance to fulfilling its corporate social responsibility and has released its social responsibility report for four consecutive years since 2017. Since its establishment, the company has always been guided by the goal of enhancing health outcomes for all, relying on its autonomous multi-omics platform to accelerate technological innovation, promote reproductive health, strengthen tumour prevention and control, and accurately cure infections, and is committed to becoming a global leader in precision medicine and covering the entire public health industry chain.

The company will continue to work together with all stakeholders to contribute to the Kingdom’s Vision 2030 and the Belt and Road Initiative and looks forward to growing with our partners.

 

About BGI Genomics

BGI Genomics, headquartered in Shenzhen China, is the world’s leading integrated solutions provider of precision medicine. Our services cover over 100 countries and regions, involving more than 2,300 medical institutions. In July 2017, as a subsidiary of BGI Group, BGI Genomics (300676.SZ) was officially listed on the Shenzhen Stock Exchange.

 


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