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Digital learning and measuring impact: challenges and opportunities

It was a very real pleasure to have been invited by The Digital School to speak today on monitoring and evaluation of the use of digital tech in learning at UNESCO’s Digital Learning Week held in Paris.

Should anyone be interested, my presentation is available here (without transitions). In summary,

  • I had a simple aim: to persuade the audience that we still need to do much more to embed quality monitoring, evaluation, research and learning when using digital tech in education
  • Drawing on UNESCO’s recent Global Education Monitoring Report (thanks Manos) I explored why, after decades of implementation, we are still unsure about the impacts and outcomes of “digital learning”?
  • I suggested that we need to shift our focus away from measuring technological inputs to concentrate much more on learning outcomes.
  • The presentation then explored three of the main reasons why so many digital tech in learning initiatives have not undertaken effective monitoring and evaluation:
    • Insufficient rigorous baseline studies focusing on learning outcomes
    • Insufficiently detailed financial models
      • Essential for value for money measures
    • An approach that does not compare “like with like”
  • In moving towards a conclusion I also briefly touched on two other issues:
    • The “me syndrome”, and
    • The environmental impact of digital tech
  • To close, I highlighted the adverse impacts that are likely to ensue if we don’t pay enough attention to rigorous monitoring and evaluation.

I am very grateful to all those who took the time to engage with me afterwards and help build the conversation that we all need to have to make a difference in the lives of the poorest and most marginalised. Do ciick on the links below for a copy of my presentation.

Click on this link to access the above presentation in .pdf format.

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Crafting a research coalition on the Digital-Environment system

For too long, research on the inter-relationships between digital technologies and the physical environment has been partitioned into neat areas and specialisms that have prevented important things being said holistically about its impact. This has meant that the digital technology sector has invariably been able to make unfounded claims about its positive benefits for the environment and its contributions to the so-called Sustainable Development Goals. The UNESCO Chair in ICT4D is now bringing together researchers from across the world to build a coalition of excellence to unravel the complexities of these relationships and make rigorous policy recommendations to ensure that such technologies are used wisely in the interests of the human community and planet.

Professor Tim Unwin CMG, Chairholder, UNESCO Chair in ICT4D

The invitation

This is an invitation to researchers and practitioners from all relevant disciplines and all personal backgrounds to work together in a coalition that will enhance our holistic understanding of the inter-relationships between digital technologies and the physical environment. All interested parties are invited to submit short expressions of interest through the UNESCO Chair in ICT4D’s contact page.


Wind turbines in Catalunya

The problem(s)

There has been extensive research on many aspects of the environmental impact of digital technologies, but much of this has been discipline specific, and as yet there remains no overarching holistic model or understanding of these impacts (see below for some examples of current initiatives). Worse still, studies and initiatives that have claimed to do so, through for example focusing on reducing CO2 emissions, have been misleading because they fail sufficiently to take into account the wider environmental impact of alternative provision of the essential energy to power digital tech. Some of these issues have been highlighted in a series of posts by Tim Unwin on Digital Technologies and Climate Change in January 2020 and include:

  • A failure to incorporate the environmental impact of satellites in space, which is often treated as a global commons that can be filled with waste, much as oceans once were;
  • Insufficient attention being paid to the anti-sustainable business models of many digital tech initiatives and corporate practices;
  • A failure sufficiently to account for the environmental consumption of many new digital initiatives;
  • An excessive focus on carbon imprint alone; and
  • Using inappropriate and outdated models of environmental impact assessment.

Solar installation in Surrey, England, 2020

Doing things differently

This new initiative from the UNESCO Chair in ICT4D is bringing together individuals and organisations from many different backgrounds (see below) who are committed to doing things differently. We are adopting a neutral and open stance as far as we can, but believe in making as much high-quality information available as possible emphasising both the positive and negative impacts of different digital technologies on the environment, and making this available freely for all.

Phase 1 of the work in 2021-2022 is to:

  • Create a clear partnership framework for engagement;
  • Develop a resource base featuring as many existing relevant initiatives as possible together with details of their key publications that we will make available through the UNESCO Chair in ICT4D website;
  • Convene a series of workshops in different parts of the world and with relevant stakeholders to identify the parameters that should be included in a holistic model (for an example of work in convening such workshops on a different topic in 2020, see Education for the most marginalised post-COVID-19); and
  • Identify areas where novel and further research is needed to quantify the model parameters.

Phase 2 in 2022 will:

  • Facilitate working groups of researchers and practitioners to develop research proposals and funding applications to relevant bodies so as to undertake the research identified as being essential for quantifying the model’s parameters; and
  • Initiate a series of publications and policy reports.

Phase 3 from 2023-25 will:

  • Co-ordinate and support research activities initiated during Phase 2; and
  • Culminate in a major report in 2025 providing full details of the model together with policy recommendations based upon it.

East Africa Data Centre
East Africa Data Centre, Nairobi, Kenya

We need you to be involved

This initiative is fundamentally multi-disciplinary, cross-sectoral, international and policy oriented. It must engage academics, companies, civil society organisations, international organisations and governments if it is to have the scope to be able to address the big issues necessary for crafting an appropriate holistic system model. Amongst academics it wishes to engage those committed to working across boundaries from within many different disciplines including biologists, chemists, climatologists, computer scientists, economists, engineers, geographers, lawyers, physicists and many more. It requires the engagement of companies of all sizes, and in all business sectors, especially those with a track record of being concerned about environmental agendas – and there are many that are. Among civil society organisations, it welcomes all who have experience in environmental agendas, particularly those working on digital tech, and also those with experience at shaping effective policy campaigns at the interface between technology and the environment. It also needs to engage with international organisations and governments that are committed to working in the interests of their citizens to ensure that digital technologies really are used appropriately in the long-term interests of their citizens and planet earth.

If you are at all interested in being involved in this coalition – or even if you think there is no need for such a new initiative – we would love to hear from you. Please get in touch through our contact page (or directly by e-mail) We very much look forward to hearing from you.


Image of  German court allows Tesla to destroy forests in Berlin to build factory https://www.dailysabah.com/business/tech/german-court-allows-tesla-to-destroy-forests-in-berlin-to-build-factory
Source: https://www.dailysabah.com/business/tech/german-court-allows-tesla-to-destroy-forests-in-berlin-to-build-factory

Examples of existing initiatives

There are indeed many initiatives that have already sought to tackle some of these issues, but as noted above and for whatever reasons, we have not been able to identify any that are as comprehensive and holistic as we have in mind. Examples of work upon which this initiative will draw include (but are by no means restricted to):

These represent just a tiny fraction of the existing and ongoing work in the field (and apologies to all those who also feel they should be listed here – please get in touch, and we will add you!). Now is the time to bring this body of work together, to find out the true environmental impact and implications of the use of digital technologies, and what we need to do to mitigate this impact.


[This post was first published on the UNESCO Chair in ICT4D site on 21st January 2021, and is reposted here for wider interest]

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Our “winter of discontent”…

Back in July, and indeed long before then, many of us were warning that we had to spend the summer working incredibly hard to ensure that the UK would be able to be resilient in the face of the likely rise in COVID-19 infections. It seems instead that the government took its eye of the ball, hoped that COVID-19 would somehow go away, and instead concentrated on trying to impose its will on the European Union over the Brexit trade negotiations.

In September (the 18th), when I was feeling particularly disgruntled with the incompetence and stupidity of our government, I therefore posted on Facebook a list of some of the things that I feared might happen over the next year under the heading “Now is the winter of our discontent… (Shakespeare, Richard III). I wonder how many of these will coincide in the UK over the next few months”. Having been for a long autumnal walk today (the picture above), the day after our Prime Minister announced a new 4-week lockdown from 5th November, I just thought that I would also post them here as a record of what happens over the next few months. I so hope that I am wrong, but I will update the content periodically to see what happens: green means that fortunately my fears were ill-founded; red indicates that sadly I was correct; and pink indicates that there is some evidence that we are heading this way! I should stress that these are not predictions, but instead imaginations of what a “perfect-storm” would look like. Already, our government has indebted future generations for years to come. There is no doubt that things will get very much worse before there is even a glimmer of hope that they will improve.

  • Dramatic increase in serious COVID-19 cases leading to overwhelming pressure on hospitals;
  • Crisis over Brexit negotiations resulting in serious trade disruptions and collapse in value of the pound (not least on 20th December, in large part because of coincidence of rapid surge in new COVID-19 strain with stalled Brexit negotiations, Port of Dover announces ferry terminal closed to traffic leaving UK; massive lorry queues at Dover as borders closed; however agreement on a Brexit deal on 24th December slowly improved matters; but subsequently border queues and bureaucratic changes led to further problems in January 2021 as evidenced with BBC report on M&S, shirt exports in The Times, and Michael Gove the Cabinet Office Minister stating on 8 January 2021 that there will be significant disruption at borders)
  • Influenza pandemic (partly because of insufficient vaccines available) coinciding with COVID-19 pandemic causing additional crisis for NHS;
  • Food shortages (resulting from trade disruptions) leading to rising thefts from supermarkets and shops; (BBC News: trade disruptions at Felixstowe, 14th November 2020; BBC News: Brexit increasing food supply chain costs)
  • Serious flooding in much of lowland England as a result of heavy rains in October and November (BBC reports heavy rainfall and risk of flooding, 3rd October; BBC also reports homes evacuated in South West after downpours and flooding on 19th December; and serious flooding in Bedfordshire and elsewhere reported on Christmas Day – BBC)
  • Increasing power outages resulting from gas shortages, lack of sunshine for solar power, and storm damage;
  • Standstill caused by heavy early snowfalls in late December (Glad that this did not happen)
  • Mass graves dug in major cities because crematoria and mortuaries are overcome by demand (not yet, but overflow mortuaries were being created in early 2021 – BBC News: emergency mortuary in a Surrey woodland, 11th January 2021)
  • Very significant riots as more and more people realise that Brexit was a huge mistake;
  • Her Majesty Queen Elizabeth II dies of COVID-19 complications, and mass demonstrations against Prince Charles lead to his resignation and the declaration of a Republic;
  • Northern Ireland joins a united Eire;
  • Scotland and Wales declare unilateral independence from the UK, and form a wide-ranging mutual interest pact…

Who will be the sun of York to turn this winter into glorious summer?

Latest update 14th January 2021

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Where are you willing to take the COVID-19 risk?

I have been exploring the ways through which a sample of countries (mainly the largest ones, European countries, and a smattering of others in Africa, Asia and Latin America) have fared through the COVID-19 pandemic, regularly plotting various correlations beteween different variables.  The challenge, of course, is that the data are hugely unreliable, and reflect different definitions, different cultural practices, different abilities to test, and different political interests (amongst many other factors).  For long, I have argued that data on deaths (including those over and above the norm) are more reliable than those on reported cases, and also that we should not use absolute figures, but rather ratios or percentages (such as deaths per 1 million people).

However, exploring ideas about risk today, I have discovered some fascinating insights.  The Table below indicates the number of new cases reported per 100,000 total population on 24th July in the sample of countries I have been examining (based on data from thebaselab):Screenshot 2020-07-25 at 15.53.47In essence, let’s assume that if you are prepared to go out and about (perhaps even without a mask) in a country that had 1 new reported case per 100,000 yesterday, then you would feel happy with doing so in any country scoring below 1 in the Table.  If you were happy to double the risk, this would include all countries below 2, and so on.  Put another way, the risk in Brazil is about 41 times that in Germany; that in the USA is 21 times as high as in the UK.  This emphasises once again the critical importance of not using absolute numbers, but rather focusing on ratios.  Although I have written extensively about the appalling way in which the UK government has handled COVID-19, and I remain certain that Johnson and Cummings, as well as others close to them, are responsible for many more deaths than might reasonably have been expected, this figure for the UK is actually quite reassuring.

The challenge, of course, is that it is very difficult to interpret these figures because of the uncertainties associated with reported cases – and the data are only for a single dMaskeday.  Many more people will have COVID-19 without it being reported, and it seems clear that asymptomatic carriers can also infect people.  Nevertheless, for those going on holiday in Europe this summer, it would appear that the risk of going to Italy is about one-twelfth that of going to Spain at the moment.

What risk level are you going to be happy with?  And, wherever you go it is surely wise to wear a mask to protect others in case you are an asymptomatic carrier.  Stay well!

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Data and the scandal of the UK’s Covid-19 survival rate

Govt CovidI have held off writing much that is overtly critical of the UK government’s handling of the Covid-19 pandemic, but can do so no longer. We have known for a long time that data published by governments across the world about infections is highly unreliable, although figures on deaths are somewhat more representative of reality.  The UK governments’s lack of transparency, though, about its Covid-19 data is deeply worrying, and suggests deliberate deceipt.  The following observations may be noted about the figures that are currently being published, and the ways in which official (and social) media use them.

  • Official infection rates are very unreliable and largely reflect the number of tests being done.  These figures are so meaningless that they should be ignored in public announcements and media coverage because they give the public completely the wrong impression.  Countries such as Germany are believed to be able to produce up to 500,000 tests a week (although their aim is to do 200,000 tests a day), whereas by 7th April there had only been 218,500 tests in total in the UK since the start of January. The UK government aims to achieve 100,000 tests a day by the end of April, but seems highly unlikely to meet this target; a figure of more than 10,000 tests per day in the UK was only first achieved on 1st April.  The official reported number of infected cases in Germany at 119,624 on 10th April is  likely to be somewhat nearer reality than the paltry 73,758 reported cases in the UK (Source: thebaselab, 10th April).  In practice, it seems that most of the UK figures actually refer to those who are tested in hospital as suspected cases, since there is negligible testing of the public in general to get an idea of how extensive the spread really is.  By keeping this figure apparently low, the UK government seems to be deceiving the population into believing that Covid-19 might be less extensive than in reality it is.
  • Figures for the number of deaths should be more reliable, but are also opaque.  Even with figures for deaths there is increasing cause for doubt, not least because of differences between countries reporting whether someone has died “from” or “with” Covid-19.  In practice, it is even more complex than this, since some countries (such as the UK), are publishing immediate data only on those who die in hospital.  Those who die in the community are only added into the total official figures at a later date.  By manipulating when these figures are officially added, governments can again deceive their citizens that the deaths may in the short-term be lower than they are in reality.  A good analysis of the situation in the UK has recently (8th April) been produced by Jason Oke and Carl Heneghan for The Centre for Evidence-Based Medicine (CEBM), which highlights the considerable discrepancies between data made available by the National Health Service (NHS) and Public Health England (PHE).  Not only does this make it difficult in the short-term for modellers and policy makers to know what is really happening, but it also gives a distorted picture to the public.  As this report also concludes “The media should be wary of reporting daily deaths without understanding the limitations and variations in different sources”.
  • Hugely unreliable mortality rates.  Combining published figures for infections and deaths gives rise to figures for mortality rates.  These figures are also therefore very unreliable.  Because of the low levels of testing, and yet the high number of deaths in the UK (8,958; Source: thebaselab, 10th April), the UK mortality rate is reportedly the second highest in the world at 12.15%.  This can be compared with Germany’s 2.18% (undoubtedly a much more accurate figure), Italy’s 12.77% (the highest in the world), and a global average of 6.06%.  As I have argued previously, though, these figures are largely meaningless, and the figures that really matter are the total number of deaths divided by the total population of a country.  Accordingly, to date, China has had only 0.23 deaths per 100,000 people, whereas Spain has had 33.88, Italy 30.23, France 18.80 and the UK currently 11.75 deaths per 100,000 (Source: derived from thebaselab, 10th April).  Put another way, the UK figure is 51 times more than the Chinese figure.  Such figures are far more meaningful than official mortality rates, and should always be used by the media (preferably using choropleth maps rather than proportional circles for total deaths).
  • Extraordinarily depressing recovery rates.  The UK’s current “recovery rate” is by any standards appalling.  As of 9th April reported figures for the number of people who have recovered from Covid-19 in the UK were between 135 (by the baselab, and worldometers) and 351 (by Johns Hopkins University).   This suggests a “recovery rate” of possibly only 0.18% in the UK (Source:  thebaselab, 10th April), in contrast with China’s 94.56%, Spain’s 35.45% and a global average of 22.2%.  In part this is again a result of data problems.  We simply don’t know how many people have been infected mildly, and how many have survived without even knowing they have had it.  It also reflects the fact that it takes time to recover, and many people are still in hospital who may yet recover.  However, the UK’s figures is the worst in the world for countries where there have been more than 50 cases of Covid-19.

Such figures raise huge questions for the British government and people:

  • Why are UK reported survival rates so low? Surely the government should want to do all it can to show the success of the NHS in treating patients and it should therefore publish the real figures?  That is unless, of course, these figures are truly bad.
  • What is the balance of numbers between those dying in hospital from Covid-19 and those leaving having recovered?  The rare euphoria that greets those who leave hospital having recovered (as with 101-year-old Keith Watson who was recently discharged from a hospital in Worcestershire) suggests that very few people have actually left hospital alive having been admitted with Covid-19.  Is the government trying to hide this?  Is the grim truth that you are likely to die if you go into hospital with Covid-19?  Does this mean that people are being admitted to hospital far too late because of the advice given by the NHS and its 111 service?  Should the NHS simply stop trying to treat patients with Covid-19? (An update noted below suggests that more than half of the people going into intensive care in UK hospitals with Covid-19 die).
  • Why did the government not act sooner?  Some of us had argued back in January of the threat posed by the then un-named new coronavirus (I first raised concerns on 20th January, and first posted about its extent in China on social media on 27th January).  It was very clear then (and not only with hindsight) that this posed a global threat.  Undoubtedly the WHO failed in its warnings, and did not act quickly enough to declare a pandemic, but many governments did act to get in supplies of Personal Protective Equipment (PPE), testing equipment, and ventilators.  The UK government has failed its people.  One quarter of my close family have probably already had Covid-19; many of my friends have also had it – some very seriously.  I guess therefore that between a quarter and a third of those living in the UK may already been ill with the pandemic (Update 13th April: this must be an exaggeration, as news media over Easter suggest that experts think the current figure of infections is only 10%; Update 26th April, the MRC-IDE at Imperial College modelling back from actual deaths, suggest that only some 4.36% of the UK population is infected).  They are individual human beings, and not just statistics.

These questions are hugely important now, and not just when a future review is done, because it is still not too late to act together wisely to try to limit the impact of Covid-19 in the UK.  The fact that the government has not yet been transparent and open about these issues is deeply worrying.  In trying to explain them the following scenarios seem likely.  I very much hope they are not true, and that the government can provide clear evidence that I am wrong:

1. Throughout, the government knew that the NHS would be overwhelmed by Covid-19, and has been doing all it can to cover up its own failings and to protect the NHS.  In 2016, a review called Exercise Cygnus was undertaken to simulate the impact of a major flu pandemic in the UK. The full conclusions have never been published, but sufficient evidence is in the public domain to suggest that it showed that the NHS was woefully unprepreard, with there being significant predicted shortages of intensive care beds, necessary equipment, and mortuary space.  In December 2016 the then excellent Chief Medical Officer Dame Sally Davies, conceded that “a lot of things need improving”.  It is now apparent that the government (largely including people who are still leading it) did nothing to rectify the situation, and must therefore be held in part responsible for the very high death rate in the UK.  Its failure to fund the NHS appropriately in recent years is but a wider symptom of this lack of care and attention to the needs of our health system.  I therefore find it very depressing that this government is now so adamant in asking us to protect the NHS; as shown on the cover of the document sent to all households in the UK (illustrated above), it seems to be more concerned with protecting the NHS (listed second) above saving lives (listed third).

2. The government has consigned those least likely to survive Covid-19 to death in their homes.  Despite claims that the government is caring for the most vulnerable, it seems probable that its advice to the elderly and those most at risk to stay at home was not intended primarily for their own good, but was rather to prevent the NHS from being flooded with people who were likely to die.  This is callous, calculating and contemptable.  On March 22nd, The Sunday Times published an article that stated that “At a private engagement at the end of February, Cummings [the Prime Minister’s Chief Advisor] outlined the government’s strategy. Those present say it was “herd immunity, protect the economy and if that means some pensioners die, too bad”. Downing Street swiftly denounced this report, but it remains widely accepted that even if these were not the exact words Cummings used, this was indeed the view of some of those at the top of the UK government at that time.  Subsequent evidence would support this.  Some, perhaps many, hospital trusts, for example, have clearly told their staff not to accept people who are very old and fall into the most vulnerable category.  Likewise, Care Homes have been told to care for Covid-19 patients themselves, since they may not be accepted in hospital. The British Geriatrics Society thus notes (30th March) that:

  • “Care homes should work with General Practitioners, community healthcare staff and community geriatricians to review Advance Care Plans as a matter of urgency with care home residents. This should include discussions about how COVID-19 may cause residents to become critically unwell, and a clear decision about whether hospital admission would be considered in this circumstance”
  • “Care homes should be aware that escalation decisions to hospital will be taken in discussion with paramedics, general practitioners and other healthcare support staff. They should be aware that transfer to hospital may not be offered if it is not likely to benefit the resident and if palliative or conservative care within the home is deemed more appropriate. Care Homes should work with healthcare providers to support families and residents through this”

This  policy incidentally (and also helpfully for the government) lowers the daily reporting death rate because such people are not counted as “dying in hospital”.

3. The use of digital technologies may be used to identify those unlikely to be given hospital treatment.  The government quite swiftly introduced online methods by which people who think that they fall into the extremely vulnerable category could register themselves, so that they might receive help and such things as food deliveries.  Whilst aspects of this can indeed be seen as positive, it also seems likely that this register could be used to deny people access to hospital services, since they are most likely to die even with hospital treatment.  If true (and I hope it is not), this would be a very deeply worrying use of digital technologies.  Nevertheless, care homes are being forced to hold difficult discussions with those they are meant to be caring for about end-of-life wishes, and all doctors and medical professionals are increasingly having to make complex ethical decisions about who to treat (see Tim Cook’s useful 23rd March article in The Guardian).

4. The government has tried to pass the blame onto the scientists. Early on in the crisis I was appalled to see and hear government spokespeople (including the Chief Medical Officer – so beloving of systematic reviews) saying that they were acting on scientific advice.  As some of us pointed out at the time, there is no such things as unanimity in science, and so it was ridiculous for them to claim this.  However, they seem to have been doing so, and in such a co-ordinated manner, because they were seeking to shift the blame in case their policies went wrong.  Leading a country is a very tough job, and those who aspire to do so have to make tough decisions and stand by them.  Fortunately, this position by the government is no longer tenable, especially now that academics are competing visciously in trying to prove that they are right, so that they can take the credit. Nevertheless, there remains good science and bad science, and it is frightening how many academics seem to be pandering to what governments and the public might want to hear.  Tom Pike (from Imperial College), for example, predicted (against most of the prevailing evidence) in a pre-print paper with Vikas Saini on 25th March that if the UK followed China (which it clearly wasn’t doing) the total number of deaths in the UK would be around 5,700, with there being a peak of between 210 and 330 people, possibly on 3th April.  Although he retracted this a few days later when it was blatantly obvious that his model was deeply flawed, news media who wanted a good news story had been very eager to publish his suggestion that the pandemic would not be as bad as others had predicted (he certainly got lots of pictures published of himself in his lab coat).  Likewise, at the other end of the scale, the IHME in the USA predicted that the UK would have 66,314 deaths in total by 4th August, rising to a peak of 2,932 deaths a day on 17th April.  This  might have been wishful thinking, because on 7th April, UK reported deaths were only 786, which was substantially below their model prediction of around 1250.  By then, though, their research had already hit the news headlines with lots of publicity.  Subsequently (as at 11th April), they revised their predictions to a peak of “only” 1,674 deaths a day (estimated range 651-4,143) with a cumulated total of 37,494 deaths.  These differences are very substantial, and emphasise that scientists often get it wrong.  Put simply, the UK government cannot hide behind science.  They can try to take the credit, but government leaders must also admit it openly when they have been wrong with the policies that they make based on the evidence.

In conclusion, by sharing these thoughts I have sought to:

  • Ask the UK government to be more open and transparent in the information that it provides about Covid-19;
  • Plead with media of all sorts to use data responsibly, and to be critical of claims by governments and scientists who all have their own interests in saying what they do; and
  • Encourage everyone to work together for the common good, openly and honestly in trying to respond to the Covid-19 pandemic.

Above all, I write with huge respect for the many people in our NHS who have been working in the most difficult of circumstances to try to stem the tide of Covid-19.  Too many of them have already died; too many of them have become sick.

[Update 12th April: A report in The Times notes that “The death rate of Covid-19 patients admitted to intensive care now stands at more than 51 per cent, according to a study on a sample of coronavirus patients”.  The original report is by ICNARC, which showed that “Of the 3883 patients, 871 patients have died, 818 patients have been discharged alive from critical care and 2194 patients were last reported as still receiving critical care”. I should add that this is despite the very valiant efforts of our NHS staff]

[Update 14th April: Great to see that the BBC is at last reporting more responsibly about government reported deaths (based on those in hospital) being a serious underestimate of total deaths, and comparing trends of deaths with previous years – two useful graphs included and copied herewith below

deaths well above normal range - line chart      daily death updates are an underestimate since they exclude deaths outside hospital and are subject to reporting delays

Thanks BBC]

Updated 14th April

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What we understood by Corona…

It is not easy to be positive about the spread of Covid-19 (the latest Coronavirus) around the world, which as I write has now reached at least 164 countries with a death toll of around 8,000 people.  However, until the start of 2020, “Corona” meant rather different things to people.  I was particularly struck by this while travelling in Pakistan in January and February of this year.  So, I posted a tweet earlier today to explore what people had associated with the word in the past.  This is the result (to be updated should any further suggestions be made!).

Mexico (and Puerto Rico)

Corona beerIn Mexico and indeed in many other countries, Corona was above all else associated with beer!  Produced by Cerveceria Modelo, Corona is a pale lager and one of the five top-selling beers across the world.  In 2013 the Grupo Modelo merged with Anheuser-Busch InBev in a transaction valued at US$ 20.1 billion.  Interestingly, one of the three main breweries in Puerto Rico in the 1930s was called Cerveceria Corona, and it later sold its rights to  Cervecería Modelo de México, which then launched Cerveza Corona as Modelo’s Corona Extra.

Pakistan

indexIn Pakistan, Corona was known above all else as a paint.  It is made by Dawn Coating Industry, which was founded in 1970, and has the ambition of becoming the largest national decorative paint company in the country.  Its advertisments can be seen painted on buildings across Pakistan, but also on hoardings celebrating national holidays.

Spain

Screenshot 2020-03-17 at 21.47.25In Spain, Corona, or Coronas, was primarily associated with various wines.  It is perhaps best known in its incarnation in the well-known Familia Torres wine Coronas, which was trademarked as long ago as 1907 by Juan Torres Casals, and is one of the oldest trademarks in the Spanish wine industry.  Today, Torres’ Coronas wine is made mainly from Tempranillo with a small amount of additional Cabernet Sauvignon.  However, Corona in Spanish merely means “crown”, and so the word has also been used for other wines, as in the Corona de Aragón wines, most notably made from Garnacha grapes (produced by Grandes Vinos).

Egypt

Screenshot 2020-03-17 at 22.00.44In complete contrast, Egyptians thought that Corona was a type of chocolate biscuit (thanks so much to Leila Hassan for sharing this).  Corona was established in Ismailia in 1919 by Tommy Christo (the son of a Greek businessman), as the first confectionery and chocolate company in the Egyptian market.  Corona was nationalised in 1963, and then sold to the Sami Saad Group in 2000.  For some, the association with “Bimbo” reminds them of a roadside café on Route E6 in Mo i Rana in Norway of the same name (thanks Ragnvald Larsen), which provides a neat introduction to that country…

Norway

Corona noruegaTo be fair,  very few people made the above connection.  However, the café takes its name from the baby elephant in the Circus Boy series (1956-58) and has persisted since the café first opened in 1967.  Moreover, the Norwegian krone is pronounced in a similar way to the word corona, and as Tono Armas has pointed out in Spanish it is even called “Corona noruega“.

Japan

Screenshot 2020-03-18 at 09.40.23The Corona Corporation in Japan traces its origins back to the founding of kerosene cooking stiove factory in Sanjo, Niigata Pref., by Tetsuei Uchida in 1937.  In the late 1970s it entered the air conditioning market, and has subsequently diversified into a range of fan heaters as well as nano-mist saunas and geothermal hybrid hot water systems (Thanks to Yutaka Sato for sharing this).

Poland

560px-Crown_of_the_Polish_Kingdom_in_1635

The Polish Crown. Source: Wikipedia

In Poland “Corona” brings to mind the symbolic significance of the Polish Crown (in Polish: Korona Królestwa Polskiego; in Latin: Corona Regni Poloniae).  This is the term used for the historical territories of the Kingdom of Poland wihtin the Polish-Lithuanian Commonwealth in the late medieval period.  However, it is also linked to the Homagial Crown of Poland (in Latin: Corona Homagialis), which was part of the Polish Crown Jewels, first mentioned in the 15th century, and possibly referring to the Coronation Crown of Władisław II (Thanks to Jagoda Khatri for sharing this)

USA/California

Screenshot 2020-03-18 at 09.44.53I am never sure whether California should be seen as distinct from the USA, but for those who live there Corona is a town of about 150,000 people in Riverside County.  It was originally called South Riverside, and was founded during California’s citrus boom in the 1880s.  It was once called “The Lemon Capital of the World” (by USAns), and today is perhaps best known (at least by musicians) for being where the flagship factory,  Custom Shop and headquarters of Fender guitars was established in 1985.

USA/Utah

Screenshot 2020-03-18 at 10.10.06

Corona Arch, Utah, USA

One of the most striking “Coronas” is the sandstone Corona Arch in a side canyon of the Colorado Rover west of Moab in Utah, which was once known as Little Rainbow Bridge. This had become a renowned site for rope swinging.  A three mile hiking trail includes Corona Arch and nearby Bowtie Arch.

 

Astronomers

SolarFor astronomers, of course, a corona is the aura of plasma that surrounds stars including the sun.  More simply, it can be considered as the outer layer of the Sun’s atmosphere that extends millions of miles into space, and generates the solar wind that travels across our solar system.  It is difficult to see because it is hidden by the brightness of the sun, but is clearly visible during a total solar eclipse.

Geologists

For geologists, a corona is a microscopic band of minerals, usually found in a radial arrangement around another mineral.  More generally, it is a term applied to the outcome ofreactions at the rims of structures, where a change in metamorphic conditions can create porphyroblast growth or partial replacement of some minerals by others.

 

Do please share more thoughts on your memories of Corona before Covid-19.

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The attitudes and behaviours of men towards women and technology in Pakistan

Gender digital equality, however defined, is globally worsening rather than improving.[1]  This is despite countless initiatives intended to empower women in and through technology.[2]  In part, this is because most such initiatives have been developed and run by and for women.  When men have been engaged, they have usually mainly been incorporated as “allies” who are encouraged to support women in achieving their strategic objectives.[3]  However, unless men fundamentally change their attitudes and behaviours to women (and girls) and technology, little is likely to change.  TEQtogether (Technology Equality together) was therefore founded by men and women with the specific objective to change these male attitudes and behaviours.  It thus goes far beyond most ally-based initiatives, and argues that since men are a large part of the problem they must also be an integral part of the solution.  TEQtogether’s members seek to identify the best possible research and understanding about these issues, and to incorporate it into easy to use guidance notes translated into various different languages.  Most research in this field is nevertheless derived from experiences in North America and Europe, and challenging issues have arisen in trying to translate these guidance notes into other languages and cultural contexts.[4]  TEQtogether is now therefore specifically exploring male attitudes and behaviours towards women and digital technologies in different cultural contexts, so that new culturally relevant guidance notes can be prepared and used to change such behaviours, as part of its contribution to the EQUALS global initiative on incresing gender digital equality.

IMG_5561

Meeting of EQUALS partners in New York, September 2018

Pakistan is widely acknowledged to be one of the countries that has furthest to go in attaining gender digital equality.[5]  Gilwald, for example, emphasises that Pakistan has a 43% gender gap in the use of the Internet and a 37% gap in ownership of mobile phones (in 2017).[6]  Its South Asian cultural roots and Islamic religion also mean that it is usually seen as being very strongly patriarchal.[7]  In order to begin to explore whether guidance notes that have developed in Europe and North America might be relevant for use in Pakistan, and if not how more appropriate ones could be prepared for the Pakistani content, initial research was conducted with Dr. Akber Gardezi  in Pakistan in January and February 2020.  This post provides a short overview of our most important findings, which will then be developed into a more formal academic paper once the data have been further analysed.

Research Methods

The central aim of our research was better to understand men’s attitudes and behaviours towards women and technology in Pakistan, but we were also interested to learn what women thought men would say about this subject.[8]  We undertook 12 focus groups (7 for men only, 4 for women only, and one mixed) using a broadly similar template for both men and women, that began with very broad and open questions and then focused down on more specific issues.  The sample included university students and staff studying and teaching STEM subjects (Science, Technology, Engineering and Mathematics), tech start-up companies, staff in small- and medium-sized enterprises, and also in an established engineering/IT company.  Focus groups were held in Islamabad Capital Territory, Kashmir, Punjab and Sindh, and they were all approximately one hour in duration. We had ideally wanted each group to consist of c.8-12 people, but we did not wish to reject people who had volunteered to participate, and so two groups had as many as 19 people in them.  A total of 141 people participated in the focus groups.  The men varied in age from 20-41 and the women from 19-44 years old.  All participants signed a form agreeing to their participation, which included that they were participating  voluntarily, they could withdraw at any time, and they were not being paid to answer in particular ways.  They were also given the option of remaining anonymous or of having their names mentioned in any publications or reports resulting from the research.  Interestingly all of the 47 women ticked that they were happy to have their names mentioned, and 74 of the 94 men likewise wanted their names recorded.[9]  The focus groups were held in classrooms, a library, and company board rooms.  After some initial shyness and uncertainty, all of the focus groups were energetic and enthusiastic, with plenty of laughter and good humour, suggesting that they were enjoyed by the participants.  I very much hope that was the case; I certainly learnt a lot and enjoyed exploring these important issues with them.

This report summarises the main findings from each section of the focus group discussions: broad attitudes and behaviours by men towards the use of digital technologies by women; how men’s attitudes and behaviours influence women’s and girls’ access to and use of digital technologies at home, in education, and in their careers; whether any changes in men’s attitudes and behaviours towards women and technology are desirable, and if so how might these be changed.  In so doing, it is very important to emphasise that although it is possible to draw out some generalisations there was also much diversity in the responses given.  These tentative findings were also discussed in informal interviews held in Pakistan with academics and practitioners to help validate their veracity and relevance.

I am enormously grateful to all of the people in the images below as well as the many others who contributed to this research.

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Men’s attitudes and behaviours towards the use of digital technologies by women in Pakistan

When initially asked in very general terms about “women” and “digital technology” most participants had difficulty in understanding what was meant by such a broad question.  However, it rapidly became clear that the overall “culture” of Pakistan was seen by both men and women as having a significant impact on the different ways in which men and women used digital technologies.  Interestingly, whilst some claimed that this was because of religious requirements associated with women’s roles being primarily in the sphere of the home and men’s being in the external sphere of work, others said that this was not an aspect of religion, but rather was a wider cultural phenomenon.

Both men and women concurred that traditionally there had been differences between access to and use of digital technologies in the past, but that these had begun to change over the last five years.  A distinction was drawn between rural, less well educated and lower-class contexts, where men tended to have better access to and used digital technologies more than women, and urban, better educated and higher-class contexts where there was greater equality and similarity between access to and use of digital technologies.

Whilst most participants considered that access to digital technologies and the apps used were broadly similar between men and women, both men and women claimed that the actual uses made of these technologies varied significantly.  Men were seen as using them more for business and playing games, whereas women used them more for online shopping, fashion and chatting with friends and relatives.  This was reinforced by the cultural context where women’s roles were still seen primarily as being to manage the household and look after the children, whereas men were expected to work, earning money to maintain their families.  It is very important to stress that variations in usage and access to technology were not always seen as an example of inequality, but were often rather seen as differences linked to Pakistan’s culture and social structure.

Such views are changing, but both men and women seemed to value this cultural context, with one person saying that “it is as it is”.  Moreover, there were strongly divergent views as to whether this was a result of patriarchy, and thus dominated by men.  Many people commented that although the head of the household, almost always a man, provided the dominant lead, it was also often the mothers who supported this or determined what happened within the household with respect to many matters, including the use of technology and education.

In the home, at school and university, and in the workplace

Within the home

Most respondents initially claimed that there was little difference in access to digital technologies between men and women in the home, although as noted above they did tend to use them in different ways.  When asked, though, who would use a single phone in a rural community most agreed that it would be a male head of household, and that if they got a second phone it would be used primarily by the eldest son.  Some, nevertheless, did say that it was quite common for women to be the ones who used a phone most at home.

Participants suggested that similar restrictions were placed on both boys and girls by their parents in the home.  However, men acknowledged that they knew more about the harm that could be done through the use of digital technologies, and so tended to be more protective of their daughters, sisters or wives.  Participants were generally unwilling to indicate precisely what harm was meant in this context, but some clarified that this could be harassment and abuse.[10] The perceived threats to girls and young women using digital technologies for illicit liaisons was also an underlying, if rarely specifically mentioned, concern for men.  There was little realisation though that it was men who usually inflicted such harm, and that a change of male behaviours would reduce the need for any such restrictions to be put in place.

A further interesting insight is that several of the women commented that their brothers are generally more knowledgeable than they are about technology, and that boys and men play an important role at home in helping their sisters and mothers resolve problems with their digital technologies.

At school and university

There was widespread agreement among both men and women that there was no discrimination at school in the use of digital technologies, and that both boys and girls had equal access to learning STEM subjects.  Nevertheless, it is clear that in some rural and isolated areas of Pakistan, as in Tharparkar, only boys go to school, and that girls remain marginalised by being unable to access appropriate education.

Boys in rural school in Tharparkar

Boys in rural school in Tharparkar

Furthermore, it was generally claimed that both girls and boys are encouraged equally to study STEM subjects at school, and can be equally successful.  Some people nevertheless commented that girls and boys had different learning styles and skill sets. Quite a common perception was that boys are more focused on doing a few things well, whereas girls try to do all of the tasks associated with a project and may not therefore be as successful in doing them all to a high standard.

There were, though, differing views about influences on the subjects studied by men and women at university.  Again, it was claimed that the educational institutions did not discriminate, but parents were widely seen as having an important role in determining the subjects studied at university by their children.  Providing men can gain a remunerative job, their parents have little preference over what degrees they study, but it was widely argued that traditionally women were encouraged to study medicine, rather than engineering or computer science.  Participants indicated that this is changing, and this was clearly evidenced by the number and enthusiasm of women computer scientists who participated in the focus groups.  Overall, most focus groups concluded with a view that generally men studied engineering whereas women studied medicine.

In the workplace

There is an extremely rapid fall-off in the number of women employed in the digital technology sector, even if it is true that there is little discrimination in the education system against women in STEM subjects.  At best, it was suggested that only a maximum of 10% of employees in tech companies were women.  Moreover, it was often acknowledged that women are mainly employed in sales and marketing functions in such companies, especially if they are attractive, pale skinned and do not wear a hijab or head-scarf.  This is despite the fact that many very able and skilled female computer scientists are educated at universities, and highly capable and articulate women programmers participated in the focus groups.

Women employed in the tech sector

Women employed in the tech sector in Pakistan

Part of the reason for this is undoubtedly simply the cultural expectation that young women should be married in their early 20s and no later than 25.  This means that many women graduates only enter the workforce for a short time after they qualify with a degree. Over the last decade overall female participation in the workforce in Pakistan has thus only increased from about 21% to 24%, and has stubbornly remained stable around 24% over the last five years.[11]

Nevertheless, the focus groups drilled down into some of the reasons why the digital technology sector has even less participation of women in it than the national average.  Four main factors were seen as particularly contributing to this:

  • The overwhelming factor is that much of the tech sector in Pakistan is based on delivering outsourced functions for US companies. The need to work long and antisocial hours so as to be able to respond to requests from places in the USA with a 10 (EST) – 13 (PST) hour time difference was seen as making it extremely difficult for women who had household and family duties to be able to work in the sector.  There was, though, also little recognition that this cultural issue might be mitigated by permitting women to work from home.
  • Moreover, both men and women commented that the lack of safe and regular transport infrastructure made it risky for women to travel to and from work, especially during the hours of darkness. The extent to which this was a perceived or real threat was unclear, and there was little recognition that most threats to women are in any case made by men, whose behaviours are therefore still responsible.
  • A third factor was that many offices where small start-up tech companies were based were not very welcoming, and had what several people described as dark and dingy entrances with poor facilities. It was recognised that men tended not to mind such environments, because the key thing for them was to have a job and work, even though these places were often seen as being threatening environments for women.
  • Finally, some women commented that managers and male staff in many tech companies showed little flexibility or concerns over their needs, especially when concerned with personal hygiene, or the design of office space, As some participants commented, men just get on and work, whereas women like to have a pleasant communal environment in which to work.  Interestingly, some men commented that the working environment definitely improved when women were present.

It can also be noted that there are very few women working within the retail and service parts of the digital tech sector.  As the picture below indicates this remains an environment that is very male dominated and somewhat alienating for most women.

tech

Digital technology retail and service shops in Rawalpindi

Changing men’s attitudes and behaviours towards women and technology

The overwhelming response from both men and women to our questions in the focus groups was that it is the culture and social frameworks in Pakistan that largely determine the fact that men and women use digital technologies differently and that there are not more women working in the tech sector.  Moreover, this was not necessarily seen as being a negative thing.  It was described as being merely how Pakistan is.  Many participants did not necessarily see it as being specifically a result of men’s attitudes and behaviours, and several people commented that women also perpetuate these behaviours.  Any fundamental changes to gender digital inequality will therefore require wider societal and cultural changes, and not everyone who participated in the focus groups was necessarily in favour of this.

It was, though, recognised that as people in Pakistan become more affluent, educated and urbanised, and as many adopt more global cultural values, things have begun to change over the last five years.  It is also increasingly recognised that the use of digital technologies is itself helping to shape these changed cultural values.

A fundamental issue raised by our research is whether or not the concern about gender digital equality in so-called “Western” societies actually matters in the context of Pakistan.  Some, but by no means all, clearly thought that it did, although they often seemed more concerned about Pakistan’s low ranking in global league tables than they did about the actual implications of changing male behaviour within Pakistani society.

Many of the participants, and especially the men, commented that they had never before seriously thought about the issues raised in the focus groups.  They therefore had some difficulty in recommending actions that should be taken, although most were eager to find ways through which the tech sector could indeed employ more women.  Both men and women were also very concerned to reduce the harms caused to women by their use of digital technologies.

The main way through which participants recommended that such changes could be encouraged were through the convening of workshops for senior figures in the tech sector building on the findings of this research, combined with much better training for women in technology about how best to mitigate the potential harm that can come to them through the use of digital technologies.

Following the main focus group questions, some of the participants expressed interest in seeing TEQtogether’s existing guidance notes.  Interestingly, they commented that many of the generalisations made in them were indeed pertinent in the Pakistani context, although some might need minor tweeking and clarification when translated into Urdu.

However, two specific recommendations for new guidance notes were made:

  • Tips for CEOs of digital tech companies who wish to attract more female programmers and staff in general; and
  • Guidance for brothers who wish to help their sisters and mothers gain greater expertise and confidence in the use of digital technologies.

These are areas that we will be working on in the future, and hope to have such guidance notes prepared in time for future workshops in Pakistan in the months ahead.

Several men commented that improving the working environment for women in tech companies, and enabling more flexible patterns of work would also go some way to making a difference.  Some  commented how having more women in their workplaces had already changed their behaviours for the better.

 

Acknowledgements

We are extremely grateful to colleagues in COMSATS University Islamabad (especially Dr. Tahir Naeem) and the University of Sindh (especially Dr. M.K. Khatwani) for facilitating and supporting this research.  We are also grateful to those in Riphah International University (especially Dr. Ayesha Butt) and Rawalpindi Women University (especially Prof Ghazala Tabassum), as well as those companies (Alfoze and Cavalier) who helped with arrangements for convening the focus groups.  Above all, we want to extend our enormous thanks to all of the men and women who participated so enthusiastically in this research.  It was an immense pleasure to work with you all.

 

[1] Sey, A. and Hafkin, N. (eds) (2019) Taking Stock: Data and Evidence on Gender Equality in Digital Access, Skills, and Leadership, Macau and Geneva: UNU-CS and EQUALS; OECD (2019) Bridging the Digital Gender Divide: Include, Upskill, Innovate, Paris: OECD;

[2] See for example the work of EQUALS which seeks to bring together a coalition of partners working to reduce gender digital equality.

[3] See for example, Manry, J. and Wisler, M. (2016) How male allies can support women in technology, TechCrunch; Johnson, W.B. and Smith, D.G. (2018) How men can become better allies to women, Harvard Business Review.

[4] Especial thanks are due to Silvana Cordero for her important contribution on the specific challenges of translation in Spanish in the Latin American context.

[5] Siegmann , K.A. (no date) The Gender Digital Divide in Rural Pakistan: How wide is it & how to bridge it? Sustainable Development Policy Institute (SDPI)/ISS; Tanwir, M. and Khemka, N. (2018) Breaking the silicon ceiling: Gender equality and information technology in Pakistan, Gender, Technology and Development, 22(2), 109-29; see also OECD (2019) Endnote 1.

[6] Gilwald, A. (2018) Understanding the gender gap in the Global South, World Economic Forum,

[7] Chauhan, K. (2014) Patriarchal Pakistan: Women’s representation, access to resources, and institutional practices, in: Gender Inequality in the Public Sector in Pakistan. New York: Palgrave Macmillan.

[8] This research builds on our previous research in Pakistan published as Hassan, B, and Unwin, T. (2017) Mobile identity construction by male and female students in Pakistan: on, in and through the ‘phone, Information Technologies and International Development, 13, 87-102; and Hassan, B., Unwin, T. and Gardezi, A. (2018) Understanding the darker side of ICTs: gender, harassment and mobile technologies in Pakistan, Information Technologies and International Development, 14, 1-17.

[9] All names will be listed with appreciation in reports submitted for publication.

[10] Our previous research (Hassan, Unwin and Gardezi, 2018) provides much further detail on the precise types of sexual abuse and harassment that is widespread in Pakistan.

[11] https://www.theglobaleconomy.com/Pakistan/Female_labor_force_participation/

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Inter Islamic Network on IT and COMSATS University workshop on ICT for Development: Mainstreaming the Marginalised

PostersThe 3rd ICT4D workshop convened by the Inter Islamic Network on IT (INIT) and COMSATS University in Islamabad, and supported by the UNESCO Chair in ICT4D (Royal Holloway, University of London) and the Ministry of IT and Telecom in Pakistan on the theme of Mainstreaming the Marginalised was held at the Ramada Hotel in Islamabad on 28th and 29th January 2020.  This was a very valuable opportunity for academics, government officials, companies, civil society organisations and donors in Pakistan to come together to discuss practical ways through which digital technologies can be used to support  economic, social and political changes that will benefit the poorest and most marginalised.  The event was remarkable for its diveristy of participants, not only across sectors but also in terms of the diversity of abilities, age, and gender represented.  It was a very real pleasure to participate in and support this workshop, which built on the previous ones we held in Islamabd in 2016 and 2017.

The inaugural session included addresses by Prof Dr Raheel Qamar (President INIT and Rector COMSATS University, Islamabad), Mr. Shoaib Ahmed Siddiqui (Federal Secretary Ministry of IT & Telecom) and Dr. Tahir Naeem (Executive Director, INIT), as well as my short keynote on Digital Technologies, Climate Change and Sustainability.  This was followed by six technical sessions spread over two days:

  • Future of learning and technology
  • Policy to practice: barriers and challenges
  • Awareness and inclusion: strategizing through technology
  • Accessibility and Technology: overcoming barriers
  • Reskilling the marginalised: understandng role reversals
  • Technical provisio: indigenisation for local needs.

These sessions included a wide diversity of activities, ranging from panel sessions, practical demonstrations, and mind-mapping exercises, and there were plenty of opportunities for detailed discussions and networking.

Highlights for me amongst the many excellent presentations included:

  • Recollections by Prof Abdful Mannan and Prof Ilyas Ahmed of the struggles faced by people with disabilities in getting their issues acknowledged by others in society, and of the work that they and many others have been doing to support those with a wide range of disabilities here in Pakistan
  • The inspirational presentations by Julius Sweetland of his freely available Open Source Optikey software enabling those with multiple disbilities to use only their eyes to write and control a keyboard
  • Meeting the young people with Shastia Kazmi (Vision 21 and Founder of Little Hands), who have gained confidence and expertise through her work and are such an inspiration to us all in continuing our work to help some of the pooorest and most marginalised to be empowered through digital technologies.
  • The very dynamic discussions around practical actions that we can all take to enable more inclusive use of  digital technologies (mindmaps of these available below)

Enormous thanks must go to Dr. Tahir Naeem (COMSATS University and Executive Director of INIT) and his team, especially Dr. Akber Gardezi and Atiq-ur-Rehman, for all that they did to make this event such a success.

A shortened version of this workshop was also subsequently held on Monday 3rd February at the University of Sindh in Jamshoro, thanks to the support and facilitation of Dr. Mukesh Khatwani (Director of the Area Study Centre for Far East and Southeast Asia) and his colleagues.  This also focused on the practical ways through which some of the most marginalised can benefit from the appropriate use of digital technologies, and it was once again good to have the strong involvement of persons with disabilities.

Quick links to workshop materials and outputs:

 

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Digital technologies and climate change, Part III: Policy implications towards a holistic appraisal of digital technology sector

This is the third of a trilogy of posts on the interface between digital technologies and “Climate Change”.  Building on the previous discussion of challenges with the notion of “climate change” and the anti-sustainability practices of the digital technology sector, this last piece in the trilogy suggests policy principles that need to be put in place, as well as some of the complex challenges that need to be addressed by those who do really want to address the negative impact of digital technologies on the environment.

Telecentre small

To be sure, various global initiatives have been put in place to try to address some of the challenges noted above, and the impact of digital technologies on “Climate Change” is being increasingly recognised, although much less attention is paid to its impact on wider aspects of the environment.  One challenge with many such global initiatives is that they have tended to suffer from an approach that fragments the fundamental problems associated with the environmental impact of digital technologies into specific issues that can indeed be addressed one at a time.  This is problematic, as noted in the previous two parts of this commentary, because addressing one issue often causes much more damage to other aspects of the environment.

As I have noted elsewhere,[i] the Global e-Sustainability Initiative (GeSI) is one of the most significant such initiatives, having produced numerous reports, as well as a Sustainability Assessment Framework (SASF) that companies and organisations can use to evaluate their overall sustainability.  This has three main objectives:

  • “Strengthen ICT sector as significant player for achieving sustainable development goals
  • Enable companies to evaluate and improve their product portfolios with a robust and comprehensive instrument
  • Address sustainability issues of products and services in a coherent manner providing the basis for benchmarking and voluntary agreements”.[ii]

However, GeSI is made up almost exclusively of private sector members, and is primarily designed to serve corporate interests as the wording of the above objectives suggests.  Typically, for example, it has shown clearly how companies can reduce their carbon imprint,[iii] and many are now beginning to do so quite effectively, but the unacknowledged impact of their behaviour on other aspects of the environment is often down-played.  Little of their work has, for example, yet included the impact of satellites on the environment.  Likewise, it has failed to address the fundamentally anti-sustainable business model on which much of the sector is based.

Similarly, civil society organisations have also tended to fragment the digital-environment into a small number of parts for which it is relatively easy to gather quantifiable data. Thus, Greenpeace’s greener electronics initiative focuses exclusively on energy use, resource consumption and chemical elimination.[iv] These are important, though, showing that most digital companies that they analysed have a very long way to go before they could be considered in any way “green”; in 2017 only Fairphone (B) and Apple (B-) came anywhere near showing a shade of green in their ranking.  Recent work by other organisations such as the carbon transition think tank The Shift Project has also begun to suggest ways through which ICTs can become a more effective part of the solution to the environmental impact of ICTs rather than being part of the problem as it is at present, although usually primarily from a carbon-centric perspective focusing on climate change.[v]

These observations, alongside those in Parts I and II, give rise to at least seven main policy implications:

Above all, it is essential that a much more holistic approach is adopted to policies and practices concerning the environmental impact of digital technologies.

These must go far beyond the current carbon fetish and include issues as far reaching as landscape change, the use of satellites and the negative environmental impacts of renewable energy provision.  There is a long tradition of research and practice on Environmental Impact Analysis that could usefully be drawn upon more comprehensively in combination with the ever-expanding, but more specific, attention being paid purely to “Climate Change”.

Such assessments need to weigh up both the positive and the negative environmental impacts of digital technologies.

This issue is discussed further below, but there needs to be much more responsible thinking about how we evaluate the wider potential impact of one kind of technology, which might do harm directly, although offering some beneficial solutions more broadly.

The fundamental anti-sustainability business models and practices of many companies in the digital technology sector must be challenged and changed.

The time has come for companies that claim to be doing good with respect to carbon emissions, but yet remain bound by a business approach that requires ever more frequent new purchases, need to be called to task.  Companies that maintain restrictive policies towards repairing devices must be challenged.  Mindsets need to change so that there is complete re-conceptualisation of how consumers and companies view technology.  Laptops, tablets and phones should, for example, be designed in ways that could allow them to be kept in use for a decade rather than a few years.  Until then, much of the rhetoric about ICTs contributing to sustainable development remains hugely hypocritical.

There needs to be fundamental innovation in the ways that researchers and practitioners theorize and think about the environmental impact of digital technologies.

It will be essential for all involved to create new approaches and methodologies in line with the emphasis on a holistic approach to understanding the environmental impact of digital technologies noted above.  Only then will it be possible to avoid the piecemeal and fragmented approach that still dominate today, and thus move towards the use of technologies that can truly be called sustainable.

In turn, it is likely that such new theorizing will have substantial implications for data.

Much work on the climate impact of digital technologies is shaped by existing data that have already been produced. New models and approaches are likely to require new data to be created.

It is important that there is open and informed public debate about the real impacts of digital technologies on the wider environment, and not just on climate.

The vested interest of companies, still driven by their unsustainable practices, against such debate are huge.  However, if consumers could better understand the environmental damage caused by the digital technology system, they would be able to make improved choices about the sorts of technology they use, and how long they keep it for before replacing it.  This is why the work or organisations such as the Restart Project is so important.[vi]

Government action and international agreements are essential.

There is insufficient good evidence that the private sector will regulate itself sufficiently to make the fundamental changes necessary. Government action and international agreement are therefore essential elements of an integrated approach to the wiser use of digital technologies.  The European Union’s recent steps in 2019 concerning the right to repair are a beginning to move in this direction,[vii] but much more comprehensive action is necessary.  International organisations such as the International Telecommunication Union have a key role to play here, but their increasing alliance with private sector companies to fund their activities and their determination to show that the sector is indeed delivering on the Sustainable Development Goals make it difficult for them to respond to the extent required.  Leaders and Ministers in small island states, who are likely to be impacted most imminently by sea level change, might well be able to play an important role in sensitising the wider global community to the importance of these agendas.

The creation of a multi-sector commission

We can no longer rely on private sector funded and led entities to shape the global dialogue on the environmental impact of digital technology.[viii] If there is sufficient will in the international community, a strong case can be made for the creation of a new multi-sector global commission or similar such body to address these issues.  Amongst other things, this could shape the necessary holistic approach, disseminate reliable and trustworthy knowledge, commission new research, present unbiased conclusions, and advise governments on the actions they need to take to ensure that digital technology is developed wisely and environmentally responsibly.

 

This trilogy has been written to raise awareness of some of the challenges and issues relating to the impact of digital technology on the environment. It is by no means comprehensive, and many important issues have not been addressed.  Amongst the most significant of these are questions around the balance between serving broader good while doing localised harm.  For example, is it acceptable to use digital technologies that do indeed cause environmental harm, if such use actually reduces significant environmental harm caused by other economic or cultural activities?  Such questions are of profound importance, and can only be resolved effectively through ethical considerations and people’s moral agendas. There needs to be widespread public debate as to the kind of future we wish to create.  I have addressed some of these in my previous work, but they remain worthy of a much more comprehensive analysis.[ix]

 

It is time to unmask the hypocrisy of those shaping a future of anti-sustainable digital technologies whilst claiming that they contribute to sustainable development.  It is not yet too late to reject the false promises of the digital barons, and reclaim our full sentient experience of the physical environment. It is not yet too late to reject the digital slavery that they seeking to impose on us.  It is not yet too late for us to reclaim our role as guardians of our planet’s future.


[i] Unwin, T. (2017) ICTs, sustainability and development: critical elements, in: Sharafat, A. and Lehr, W. (eds) ICT-Centric Economic Growth, Innovation and Job Creation, Geneva: ITU, 37-71

[ii] https://gesi.org/platforms/sustainability-assessment-framework-sasf-1

[iii] Much of GeSI’s work has been driven by the need for companies to respond to the Carbon fetish, with its latest statements on ways through which the sector can deliver the 2030 sustainability agenda being replete with mentions of CO2 https://smarter2030.gesi.org/the-opportunity/.

[iv] See https://www.greenpeace.org/archive-international/en/campaigns/detox/electronics/Guide-to-Greener-Electronics/. See also Greenpeace’s (2017) Guide to Greener Electronics, https://www.greenpeace.org/usa/wp-content/uploads/2017/10/Guide-to-Greener-Electronics-2017.pdf.

[v] The Shift Project (2019) Lean ICT – Towards Digital Sobriety, https://theshiftproject.org/wp-content/uploads/2019/03/Lean-ICT-Report_The-Shift-Project_2019.pdf.

[vi] https://therestartproject.org/

[vii] https://ec.europa.eu/commission/presscorner/detail/en/IP_19_5895

[viii] Although GeSI has produced much interesting work, its private sector focus means that it is by no means impartial.  Eight of its Board members, for example, are drawn from the private sector, with the ninth being a representative of the ITU; most of its staff have an industry background; and almost all of its members and partners are private sector companies or entities.

[ix] Unwin, T. (2017) Reclaiming ICT4D, Oxford: Oxford University Press.

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Digital technologies and climate change, Part II: “Unsustainable” digital technologies cannot deliver the Sustainable Development Goals

This is the second of a trilogy of three posts about the interface between digital technologies and climate change.  It argues that the current design and use of digital technologies are largely based on principles of un-sustainability, and are therefore having a seriously damaging impact on the environment.  The digital technology industry is one of the least sustainable and most environmentally damaging industrial sectors in the modern world.  Its leaders have long been unwilling to face up to the challenges, and continue to focus primarily on the claim that they are contributing significantly to delivering the so-called Sustainable Development Goals.[i]  If digital technologies are indeed to do “good”, especially with respect to the physical environment that sustains us all, it is time for a dramatic rethink of all aspects of the sector’s activities.

Four areas of particular concern need to be highlighted:

Redundancy and unsustainability

Redundancy and unsustainability are frequently built centrally into the digital technology business model. At least three key issues can be noted here:

  • Most of the sector is based on the fundamental concept of replacement rather than repair. Those old enough will remember fixed line telephones that lasted virtually for ever.  Now, many people replace their mobile phones at least every two years.  New models come out; new fashions are promoted.  To be sure there is a growing mobile phone and digital repair sector emerging in many poorer countries, but the fundamental business model across the sector is based on innovation to attract people to buy the latest new technology, rather than to build technology that can be re-used.  Initiatives, such as Restart,[ii] are thus incredibly important in trying to change the mentality of consumers, and thereby companies and governments.  They note that: the average mobile creates 55 kilograms of carbon emissions in manufacture, equal to 26 weeks of laundry; 1.9 billion mobile phones were projected to be sold in 2018, and their total carbon footprint in manufacture was at least equal to the Philippines’ annual carbon emissions, a country of over 100 million people; if we used every phone sold this year for 1/3 longer, we would prevent carbon emissions equal to Ireland’s annual emissions.[iii] Yet, many digital companies, especially Apple, have for a long time fought against enabling consumers to repair their own devices or have them repaired more cheaply elsewhere.[iv]
  • The hardware-software development cycle forces users to upgrade their equipment on a regular basis. Innovation in the digital technology sector means that hardware developments often make old software unusable on newer devices, and new software (particularly operating systems) requires newer hardware on which to run.  Inevitably, the consumer has to pay more to replace equipment or hardware with which they were previously perfectly happy.  Not only does this increase the profits to the companies at the expense of consumers, but it also leads to massive redundancy with older equipment frequently simply being thrown away.  This is scarcely sustainable.Computer waste in Starehe Boys' School, Nairobi in the early 2000s
  • The net effect is that despite efforts to recycle digital technology, e-Waste remains a fundamental problem for the sector. Much e-waste contains concentrated amounts of potentially harmful products, and this shows little sign of abating.  In 2014 41.8 million tons of discarded electrical and electronic waste was produced, which represented some US$ 52 billion of potentially reusable resources, little of which was collected for recycling.[v] Reports in 2019 suggested that there were currently just under 50 million tonnes of e-waste, with only 20% of it being dealt with appropriately.[vi]  In recent years a substantial trade has developed whereby poorer countries of the world have become dumps for such waste, with severe environmental damage resulting.[vii] Whilst waste-processing communities such as Guiyu in China[viii] have developed to gain economic benefit from e-waste, and recycling can help provide a partial solution for many materials, the fundamental point remains that the sector as a whole is built on a model that generates very substantial waste, rather than one that is focused inherently on sustainability.[ix]

Mobiles

Digital technologies are one of the main reasons for rising global electricity demand.

Digital technology, almost by definition, must have electricity to function, and as industry and society become increasingly dependent on electricity for production, exchange and consumption, the demand for electricity continues to rise.  Moreover, most electricity production globally is currently generated by coal-fired power stations, which has led authors such as Lozano to claim that “The Internet is the largest coal-fired machine on the planet”.[x]  Four interconnected examples can be given of the scale of this environmental impact.

  • As noted briefly above, much more electricity is often consumed in manufacturing digital devices than in their everyday use. A startling report by Smil in 2016 thus noted that in 2015 all the cars produced in the world weighed more than 180 times the weight of all portable electronic equipment made that year, but only used 7 times the amount of energy in their production.[xi]
  • The overall demand for electricity from the digital technology sector is growing rapidly. Smil goes on to note that ICT networks used about 5% of the world’s electricity in 2012, and this is predicted to rise to 10% by 2020,[xii] and to 20% by 2025.[xiii] Most measures of electricity demand focus on the direct uses of digital technology, such as powering servers, equipment and charging mobile devices (phones, tablets, and laptops), but indirect demand must also be recognised, notably the air-conditioning required to reduce the temperature of places running digital technology. The heat generated by such technologies is also actually an indication of their inefficiency.[xiv]  For example, two-thirds of the power used by mobile base stations is wasted as heat.[xv] If digital technologies were designed to use energy more efficiently, rather than as something to be wasted, then this dramatic increase might be somewhat curtailed.  However, the increased emphasis on data storage, management and analysis, and the ever-growing demand for data-streaming, does not seem likely to fall in the foreseeable future, and thus much more energy efficient systems need to be put in place to manage these processes.[xvi]
  • Specific new technologies, notably blockchain, have been developed with little regard for their electricity demand and thus their environmental impact. The dramatic impact that blockchain has on electricity demand is now beginning to be more widely realised.[xvii]  For example, in 2017 the World Economic Forum even posted an article that suggested that “by 2020, Bitcoin mining could be consuming the same amount of electricity every year as is currently used by the entire world”.  Currently at the start of 2020, Bitcoin alone has a carbon footprint of 34.73 Mt CO2 (equivalent to the carbon footprint of Denmark), it consumes 73.12 TWh of electrical energy (comparable to the power consumption of Austria), and it produces 10.95 kt of e-waste (equivalent to that of Luxembourg).[xviii]  The demand is simply driven by the design of Bitcoin technology which relies on miners frequently adding new sets of transactions to its blockchain, and then all miners confirming that transactions are indeed valid through the proof-of work algorithm.  The machines that do this require huge amounts of energy to do so.  Those who like to argue that blockchain more generally can contribute positively to achieving the Sustainable Development Goals, usually fail to recognise that such technology systems are inherently very demanding of energy and can scarcely be called sustainable themselves.
  • Future projections relating to Smart Cities, 5G and the Internet of Things give rise to additional concerns over energy demand. There is much uncertainty about the environmental costs and benefits of upcoming developments in digital technology, and some efforts are indeed being made to reduce the rate of increase of energy demands. In the case of 5G, for example, the necessary denser networks will place much heavier demands on electricity unless more energy efficient technologies are put in place.[xix]  Likewise, the massive roll-out of the Internet of Things has the potential dramatically to increase energy use, not least through the management of the vast amount of data that will be produced.  Yet there are advocates who also argue that the use of these technologies will actually enable more efficient systems to be introduced.[xx]  On balance, it is certain that most of these new technologies will themselves generate greater electricity demand, but only likely or possible that systems will be introduced to mitigate such increases.  There needs to be a fundamental shift so that those designing new digital technologies in the future do so primarily based on environmental considerations.  An alternative might be for governments and regulators across the world to start now by imposing very substantial penalties on technology developers who fail to do so.

Exploitation of the environment

The exploitation of many rare minerals is unsustainable environmentally and frequently based on labour practices that many see as lacking moral integrity. Two aspects are important here.

  • First, most digital technologies rely on rare minerals that are becoming increasingly scarce. Many people are unaware, for example, that a mobile phone contains more than a third of the elements in the Periodic Table.[xxi]  Minerals such as Cobalt, the 17 rare earth elements, Gallium, Indium and Tungsten are becoming more and more in demand, and as supply is limited prices have often increased significantly.  They can also fluctuate dramatically.  Above all, as these minerals become depleted, new technological solutions will be needed to replace them.
  • Second, though, the actual exploitation of such resources is often hugely environmentally damaging, and the use of child labour is considered by many as being unacceptable[xxii] – yet such people still buy phones! Mine tailings, open cast mining methods, and waste spillages are all commonplace.  Violence and conflict over ownership of the resources is also widespread, as are the negative health implications of many of the mining methods.  Similarly, frequent reports highlight the plight of children exploited in mining the minerals necessary for digital technologies, particularly so in the Democratic Republic of Congo.[xxiii]

Direct impacts on “Climate Change” and the environment

Finally, all of these issues have varying extents of direct impact on “Climate Change” and the environment. Often this is not immediately apparent, and frequently this impact is difficult to measure, since it involves weighing up different priorities.  It is here, though, that the “carbon fetish” associated with “Climate Change” referred to in Part I, is so damaging.  Moreover, the general perception that new digital technologies are somehow “good” and “green”, and that objects such as smartphones are somehow inherently beautiful, beguiles many consumers into believing that they cannot possibly harm the environment.  This section thus points to four areas where digital technologies do have a direct impact on the environment.

Tower

  • The carbon impact of the digital technology sector is considerably more than most people appreciate.[xxiv] It has been estimated, for example, that the ICT sector emits about 2% of global CO2 emissions, and has now surpassed the airline industry in terms of the levels of its impact.[xxv]  Others suggest that the digital sector will emit as much as 4% of total greenhouse gas emissions in 2020.  A recent headline catching comparison is that it has been estimated that the watching of pornographic videos generates as much CO2 as is emitted in countries such as Belgium, Bangladesh and Nigeria.[xxvi]  Given the global fetish around the significance of carbon, these figures should be a wake-up call, and indeed there is at last some increased attention being paid to trying to use renewable energy rather than fossil fuels to supply electricity to large elements of the digital technology sector, and especially data centres. Nevertheless, such shifts invariably cause other damaging environmental impacts as noted previously in Part I.
  • Whilst the adoption of renewable sources of energy would undoubtedly reduce the carbon impact of digital technologies, their negative side-effects must also be taken into consideration. As noted above in Part I, unanticipated consequences, as well as those that are clearly already known about, also need to be taken into account.   Moreover, the environmental impact of digital technologies is compounded by the enabling impacts that it has for even greater demands to be placed on electricity production.  For example, digital technologies are a crucial enabling element for smart motorways and self-driving electric cars.  Unless electricity for these cars and communication networks is produced from renewable sources the replacement of petrol and diesel cars by electric ones will have little impact on carbon emissions.  However, the shift to renewable production will lead to a very significant environmental impact through the construction of wind turbines and solar farms.  A 2017 report, for example, estimated that wind farms would need to cover the whole of Scotland to power Britain’s electric cars.[xxvii] Even if this is an exaggeration, it makes the point that there is indeed an environmental cost (not least in landscape impact) of such technologies.[xxviii]. Furthermore, many of these technologies are themselves not environmentally friendly.  Wind turbine blades, for example, cannot be recycled, and once they are no longer usable they are currently generally disposed of in landfill sites.
  • Mobile tower 2 CatalunyaThe impact of the large number of new cell towers and antennae that will be needed for 5G networks, as well as the buildings housing server farms and data centres also have a significant environmental impact. It is not just the electricity demands for cooling that matter, but the sheer size of data farms also has a significant physical impact on the environment.[xxix]   The average data centre covers approximately 100,000 sq ft of ground, but the largest noted in 2018 was at Langfan in China and covered some 6.3 million sq ft (which is equivalent to the size of the Pentagon in the USA).[xxx] Furthermore, uncertainties over the health impact of new 5G networks have led to serious concerns among some scientists, as with the 5G appeal to the EU signed by a group of 268 (as of December 2019) scientists and doctors concerned about the impact of RF-EMF, especially with the higher frequency wavelengths being used in the 5G roll-out at high densities in urban areas.[xxxi]  Whilst a majority of those involved in developing and installing such networks do not share these concerns, it is interesting that they have indeed gained some traction.[xxxii]
  • A final very important, but frequently ignored, environmental impact is the proliferation of satellites in space. Far too often, space is seen as having no relevance for environmental matters, rather like the oceans were once considered, but in reality space pollution is of very important significance.  The environmental impact of rockets that launch satellites into space has until recently scarcely been considered.  As noted in a commentary in 2017, “Nobody knows the extent to which rocket launches and re-entering space debris affect the Earth’s atmosphere”.[xxxiii]  The increasing problem of space congestion, though, is indeed now beginning to be taken seriously.  As of January 2019, it was estimated that there have been about 8950 satellites launched into space of which around 5000 were still in space, with only 1950 still functioning.[xxxiv]  The debris from satellites is potentially very hazardous, because every object of a reasonable size from a disintegrating satellite is potentially able to destroy another satellite.  The European Space Agency estimates that there are 34,000 objects >10 cm, 900,000 objects <10 cm and > 1 cm, and 128 million objects <1 cm and > 1mm currently in orbit.

This second part of the trilogy of posts on digital technologies and climate change has argued that the digital technology sector is very largely based on business models that have been designed specifically to be unsustainable.  Moreover, these technologies and their use have very significant impact both on the environment in general and also on the constituents of the Earth’s climate.  As these technologies become used much more widely their negative impacts will increase.

In concluding Part II, it is interesting to conjecture over the extent to which this has been a deliberate process by those involved in conceptualising, designing and selling these technologies, or whether more generously it is an unintended consequence of actions by people who simply did not know what they were doing with respect to the environment.  Digital technologies in many ways separate people from the physical environments in which they live.  This reaches its most extreme form in Virtual Reality, but every aspect of digital technology changes human experiences of the physical world.  Opening the envelope containing a letter is thus very different from opening an e-mail; receiving a digital hug is very different from receiving a physical hug from someone.  I cannot help but wonder whether digital technologies, by increasingly separating us from the “real world” physical environment of which we have traditionally been a part, actually also serve to prevent us from really seeing the environmental damage that they are causing.  It is as if these technologies are themselves preventing humans from understanding their environmental implications.  Someone living in a their own virtual reality in a smart home in a smart city bubble, being moved around in autonomous smart vehicles when required, and communicating at a distance with everyone, will perhaps no longer mind about the despoliation of hillsides, the flooding of valleys, the carving out of canyons to feed the machines’ craving for minerals…

For the third part of this trilogy, see Digital technologies and climate change, Part III: Policy implications towards a holistic appraisal of digital technology sector

[Updated 13 July 2020]


[i] See for example, Unwin, T. (2018) ICTs and the failure of the SDGs, https://unwin.wordpress.com/2018/04/23/icts-and-the-failure-of-the-sdgs/; and Sharafat, A. and Lehr, W. (eds) ICT-Centric Economic Growth, Innovation and Job Creation, Geneva: ITU.

[ii] https://therestartproject.org/

[iii] https://therestartproject.org/the-global-footprint-of-mobiles/

[iv] See for example https://www.vox.com/the-goods/2019/7/3/18761691/right-to-repair-computers-phones-car-mechanics-apple. Although increasing legislation is beginning to have an impact, and Apple did announce a shift of emphasis in late 2019 to make repair easier – https://www.circularonline.co.uk/news/apple-announces-out-of-warranty-iphone-repair-programme/.   The EU also passed significant legislation in late 2019 that emphasised the need for the “right to repair”, and included it in their Ecodesign Framework – https://ec.europa.eu/commission/presscorner/detail/en/IP_19_5895

[v] See https://unu.edu/news/news/ewaste-2014-unu-report.html

[vi] https://www.weforum.org/reports/a-new-circular-vision-for-electronics-time-for-a-global-reboot

[vii] Frazzoli, C., Orisakwe, O.E., Dragone, R. and Mantovani, A. (2010). Diagnostic health risk assessment of electronic waste on the general population in developing countries’ scenarios. Environmental Impact Assessment Review, 30: 388-399.

[viii] See for example http://www.environmentandsociety.org/arcadia/electronic-waste-guiyu-city-under-change

[ix] Note that the UN’s STEP (Solving The E-waste Problem) initiative is one attempt to address these issues at a global scale, although it is as yet having little impact.

[x] Lozano, K. (2019) Can the Internet survive Climate Change?, The New Republic, 18 Dedcemebr 2019, https://newrepublic.com/article/155993/can-internet-survive-climate-change

[xi] https://spectrum.ieee.org/energy/environment/your-phone-costs-energyeven-before-you-turn-it-on

[xii] https://spectrum.ieee.org/energy/environment/your-phone-costs-energyeven-before-you-turn-it-on

[xiii] https://www.theguardian.com/environment/2017/dec/11/tsunami-of-data-could-consume-fifth-global-electricity-by-2025; see also BBC, Why your internet habuits are not as clean as you think, https://www.bbc.com/future/article/20200305-why-your-internet-habits-are-not-as-clean-as-you-think

[xiv] For an early paper, see Carroll, A. and Heiser, G. (2010) An analysis of power consumption in a smartphone, USENIXATC’10: Proceedings of the 2010 USENIX conference on USENIX annual technical conference June 2010

[xv] https://www.theguardian.com/sustainable-business/2014/sep/10/energy-consumption-behind-smart-phone

[xvi] Jones, N. (2018) How to stop data centre from gobbling up the world’s electricity, Nature, 13 September 2018.

[xvii] An interesting alternative model is provided by Holochain, https://holochain.org/

[xviii] See the excellent work and graphics by Digiconomiost at https://digiconomist.net/bitcoin-energy-consumption

[xix] See Frenger, P. and Tano, R. (2019) A technical look at 5G energy consumption and performance, Ericsson Blog, but note that this is published by a corporation with deep vested interests in showing that impacts of 5G are not likely to be severe; see also https://www.cfr.org/blog/what-5g-means-energy and https://spectrum.ieee.org/energywise/telecom/wireless/will-increased-energy-consumption-be-the-achilles-heel-of-5g-networks

[xx] See for example https://www.digiteum.com/internet-of-things-energy-management

[xxi] Jones, H. (2018) Technology is making these rare elements among the most valuable on earth, World Economic Forum.

[xxii] See, for example, https://en.reset.org/knowledge/ecological-impact-mobile-phones, https://phys.org/news/2018-08-ways-smartphone-environment.html, and https://www.unenvironment.org/news-and-stories/story/your-phone-really-smart

[xxiii] https://www.theguardian.com/global-development/2018/oct/12/phone-misery-children-congo-cobalt-mines-drc

[xxiv] For a useful infographic, see https://climatecare.org/infographic-the-carbon-footprint-of-the-internet/; see also https://www.lovefone.co.uk/blogs/news/how-much-co2-does-it-take-to-make-a-smartphone.  Recently the ITU, GeSI, GSMA and SBTi announced on 27 February 2020 a new “science-based” pathway in line with the UNFCCC Paris Agreement for the ICT industry to reduce greenhouse gas emissions by 45% by 2030, but as with so many other initiatives this focus primarily on carbon emissions, and fails to grapple with the wider environmental impact of the tech sector.  See https://www.itu.int/en/mediacentre/Pages/PR04-2020-ICT-industry-to-reduce-greenhouse-gas-emissions-by-45-percent-by-2030.aspxhttps://www.itu.int/ITU-T/recommendations/rec.aspx?rec=14084, and https://www.itu.int/en/mediacentre/Documents/Documents/GSMA_IP_SBT-report_WEB-SINGLE.pdf,

[xxv] See, for example, https://www.theguardian.com/commentisfree/2018/jul/17/internet-climate-carbon-footprint-data-centres ; see also https://www.dw.com/en/is-netflix-bad-for-the-environment-how-streaming-video-contributes-to-climate-change/a-49556716

[xxvi] https://www.newscientist.com/article/2209569-streaming-online-pornography-produces-as-much-co2-as-belgium/

[xxvii] https://wattsupwiththat.com/2017/10/30/16000-additional-wind-turbines-required-to-power-british-electric-car-fleet/

[xxviii] Likewise, there are many other very direct impacts on the environment.  Elon Musk, for example, is reported to be planning to cut down at least 220 acres of forest in Germany by the end of March 2020, in preparation for building a large new factory to produce 500,000 new electric cars a year (The Times, “Musk taxes axe to forest as factory plans accelerate”, 13 January 2020, p.35; see also https://www.teslarati.com/tesla-forest-endangered-bats-gigafactory-4/)

[xxix] https://www.colocationamerica.com/blog/data-center-environmental-impacts

[xxx] https://www.datacenters.com/news/and-the-title-of-the-largest-data-center-in-the-world-and-largest-data-center-in

[xxxi] https://www.5gappeal.eu/

[xxxii] See https://www.bbc.co.uk/news/world-europe-48616174

[xxxiii] David, L. (2017) Spaceflight pollution, Space.com, https://www.space.com/38884-rocket-exhaust-space-junk-pollution.html

[xxxiv] European Space Agency data https://www.esa.int/Safety_Security/Space_Debris/Space_debris_by_the_numbers.   For a recently reported near miss when two non-operational satellites came very close to each other (possibly within 12 m) over Pensylvania in the USA on 30 January 2020, see https://www.bbc.co.uk/news/world-us-canada-51299638.  More recently still, the dramatic increase in satellite swarms as a result of constellations of small satellites being launched https://slate.com/technology/2019/12/space-satellite-constellations-spacex-starlink-junk.html, as with Elon Musk’s SpaceX programme, is now receiving further criticism from those complaining about space pollution, not least from a visual perspective in the nighths sky.  See for example https://www.theverge.com/2020/3/24/21190273/spacex-starlink-satellite-internet-constellation-astronomy-coating.  In January 2021 a new “record” was set when 143 satellites were launched into orbit by a single SpaceX Falcon rocket https://www.bbc.co.uk/news/science-environment-55775977.

Updated 24th January 2021

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