Making the personal, geospatial

CC licensed photo by Flickr user Paul Townsend. Click for origin.There is an old story in London, and it goes like this. Following extensive rioting, there is an impassioned debate about the state of society with some saying it shows moral decay while others claim it demonstrates the desperation of poverty.

In 1886, London hosted one of its regular retellings when thousands of unemployed people trashed London’s West End during two days of violent disturbances.

In the weeks of consternation that followed, the press stumbled on the work of wealthy ship owner Charles Booth who had begun an unprecedented project – mapping poverty across the entire city.

He started the project because he thought Henry Hyndman was bullshitting.

Hyndman, a rather too earnest social campaigner, claimed that 1 in 4 Londoners lived in poverty, a figure Booth scoffed at as a gross exaggeration.

So Booth paid for an impressive team of researchers and sent to them out to interview officials who assessed families for compulsory schooling and he created a map, initially of the East End, and eventually as far west as Hammersmith, of every house and the social state of the families within it.

Each dwelling was classified into seven gradations – from “Wealthy; upper middle and upper classes” to “Lowest class; vicious, semi-criminal”. For the first time, deprivation could be seen etched into London’s social landscape.

I suspect that the term ‘vicious’ referred to its older meaning: ‘of given to vice’- rather than cruel. But what Booth created, for the first time and in exceptional detail, was a map of social environments.

The map is amazingly detailed. Literally, a house by house mapping of the whole of London.

The results showed that Hyndman was indeed wrong, but not in the direction Booth assumed. He found 1 in 3 Londoners lived below the poverty line.

If you know a bit about the capital today, you can see how many of the deprived areas from 1886 are still some of the most deprived in 2016.

So I was fascinated when I read about a new study that allows poverty to be mapped from the air, using machine learning to analyse satellite images Nigeria, Tanzania, Uganda, Malawi, and Rwanda.

But rather than pre-defining what counts as an image of a wealthy area (swimming pools perhaps?) compared to an impoverished one (unpaved roads maybe), they trained a neural network learn its own associations between image properties and income on an initial set of training data before trying it out on new data sets.

The neural network could explain up to 75% of the variation in the local economy.

Knowing both the extent and geography of poverty is massively important. It allows a macro view of something that manifests in very local ways, mapping it to street corners, housing blocks and small settlements.

It makes the vast forces of the economy, personal.
 

Link to Booth’s poverty map.
Link to Science reporting of satellite mapping study.

The science of urban paranoia

CC Licensed Image by Flickr user 01steven. Click for source.I’ve got an article in The Atlantic on how paranoia and psychosis are more common in cities and why the quest to explain the ‘urban psychosis effect’ is reshaping psychiatry.

The more urban your neighbourhood, the higher the rate of diagnosed schizophrenia and you are more likely to experience what are broadly known as ‘non-affective psychosis-psychoses’ – that is, delusions, hallucinations, and paranoia not primarily caused by mood problems.

This has led to a long and ongoing debate about why this is, with some arguing that it is an effect of city-living on the mind, while others arguing the association is better explained by a complex interaction between genetic risk factors and limited life chances.

The article discusses the science behind exactly this debate, partly a judgement on the value of the city itself, and notes how it’s pushing psychiatry to re-examine how it deals with what is often euphemistically called ‘the environment’.
 

Link to ‘The Mystery of Urban Psychosis’ in The Atlantic.

Cultures of mental distress

BBC Radio 4 is currently running a fascinating four-part series called The Borders of Sanity on the interaction between culture and mental illness.

It’s been put together by cultural historian Christopher Harding and takes an in-depth look at four particular instances where culture and mental health interact, perhaps in seemingly curious ways if you weren’t familiar with the culture.

It includes episodes on Depression in Japan, Sweden’s Adolescents, Hearing Voices in the UK, and the one to be broadcast next week Healing in Ghana.

The only downside is it’s one of BBC Radio’s occasional programmes that they only make available as streamed audio from their website – presumably to give it an early 2000s internet feel.

However, well-worth a listen. Genuinely fascinating stuff so far.
 

Link to BBC Radio 4’s The Borders of Sanity.

A new wave of interrogation

Wired has an excellent article that tracks the development of police interrogation techniques from the dark days of physical violence, to the largely hand-me-down techniques depicted in classic cop shows, to a new era of interrogation developed and researched in secret.

It’s probably one of the best pieces you’ll read on interrogation psychology for, well, a very long time, because they don’t come around very often. This one is brilliantly written.

One key part tracks the influence of still-secret interrogation techniques from the US Government’s High-Value Detainee Interrogation Group or HIG as they have filtered through from the ‘war on terror’ to civilian law enforcement.

In 2010, to make good on a campaign promise that he would end the use of torture in US terror investigations, President Obama announced the formation of the High-Value Detainee Interrogation Group, a joint effort of the FBI, the CIA, and the Pentagon. In place of the waterboarding and coercion that took place at facilities like Abu Ghraib during the Bush years, the HIG was created to conduct noncoercive interrogations. Much of that work is top secret. HIG-trained interrogators, for instance, are said to have questioned would-be Times Square bomber Faisal Shahzad and convicted Boston Marathon bomber Dzhokhar Tsarnaev. The public knows nothing about how those interrogations, or the dozen or so others the HIG is said to have conducted, unfolded. Even the specific training methods the HIG employs—and that it has introduced to investigators in the Air Force, Navy, and elsewhere—have never been divulged.

At the same time, however, the HIG has become one of the most powerful funders of public research on interrogations in America.

A fascinating and compelling read.

 
Linked to Wired article on the new wave of interrogation.

Reconstructing through altered states

Yesterday, I had the pleasure of doing a post-screening Q&A with the film-makers of an amazing documentary called My Beautiful Broken Brain.

One of the many remarkable things about the documentary is that one of the film-makers is also the subject, as she began making the film a few days after her life-threatening brain injury.

The documentary follows Lotje Sodderland who experienced a major brain haemorrhage at the age of 34.

She started filming herself a few days afterwards on her iPhone, initially to make sense of her suddenly fragmented life, but soon contacted film-maker Sophie Robinson to get an external perspective.

It’s interesting both as a record of an emotional journey through recovery, but also because Lotje spent a lot of time working with a special effects designer to capture her altered experience of the world and make it available to the audience.

I also really recommend a long-form article Lotje wrote about her experience of brain injury for The Guardian.

It’s notable because it’s written so beautifully. But Lotje told me she while she had regained the ability to write and type after her injury, she has been left unable to read. So the whole article was written through a process of typing text and getting Siri on her iPhone to read it back to her.

The documentary is available on Netflix.
 

Link to My Beautiful Broken Brain on Wikipedia.
Link to full documentary on Netflix.
Link to long-form article in The Guardian.

Is there a child mental health crisis?

CC Licensed Image from Wikimedia Commons. Click for source.It is now common for media reports to mention a ‘child mental health crisis’ with claims that anxiety and depression in children are rising to catastrophic levels. The evidence behind these claims can be a little hard to track down and when you do find it there seems little evidence for a ‘crisis’ but there are still reasons for us to be concerned.

The commonest claim is something to the effect that ‘current children show a 70% increase in rates of mental illness’ and this is usually sourced to the website of the UK child mental health charity Young Minds which states that “Among teenagers, rates of depression and anxiety have increased by 70% in the past 25 years, particularly since the mid 1980’s”

This is referenced to a pdf report by the Mental Health Foundation which references a “paper presented by Dr Lynne Friedli”, which probably means this pdf report which finally references this 2004 study by epidemiologist Stephan Collishaw.

Does this study show convincing evidence for a 70% increase in teenage mental health problems in the last 25 years? In short, no, for two important reasons.

The first is that the data is quite mixed – with both flatlines and increases at different times and in different groups – and the few statistically significant results may well be false positives because the study doesn’t control for running lots of analyses.

The second reason is because it looked at a 25-year period but only up to 1999 – so it is now 17 years out-of-date.

Lots of studies have been published since then, which we’ll look at in a minute, but these findings prompted the Nuffield Foundation to collect another phase of data in 2008 in exactly the same way as this original study, and they found that “the overall level of teenage mental health problems is no longer on the increase and may even be in decline.”

Putting both these studies together, this is typical of the sort of mixed picture that is common in these studies, making it hard to say whether there genuinely is an increase in child mental health problems or not.

This is reflected in data reported by three recent review papers on the area. Two articles focused on data from rating scales – questionnaires given to parents, teachers and occasionally children, and one paper focused on population studies that use diagnosis.

The first thing to say, is that there is no stand-out clear finding that child mental health problems are increasing in general, because the results are so mixed. It’s also worth saying that even where there is evidence of an increase, the effects are small to moderate. And because there is not a lot of data, the conclusions are quite provisional.

So is there evidence for a ‘child mental health crisis’? Probably not. Are there things to be concerned about – yes, there are.

Here’s perhaps what we can make out in terms of rough trends from the data.

It doesn’t seem there is an increase in child mental health problems for young children, that is, those below about 12. If anything, their mental health has been improving over the since the early 2000s. Here, however, the data is most scarce.

Globally, and lumping all children together, there is no convincing evidence for an increase in child mental health problems. One review of rating scale data suggests there is an increase, the other paper using the more rigorous systematic review approach suggests not – in line with the data from the review of diagnostic studies.

However, there does seem to be a trend for an increase in anxiety and depression in teenage girls. And data from the UK particularly does seem to show a mild-moderate upward trend for mental health problems in adolescents in general, in comparison to other countries where the data is much more mixed. Again, though, the data isn’t as solid as it needs to be.

This leaves open some important questions though. If we’re talking about a crisis – maybe the levels were already too high so even a drop means we’re still at ‘crisis level’. So one of the most important questions is – what would be an acceptable level of mental health problems in children?

The first answer that comes to mind is ‘zero’ and not unreasonably – but considering that some mental health problems arise from largely unavoidable life stresses, bereavements, natural disasters and accidents, it would be unrealistic to expect that no child suffered periods of disabling anxiety or depression.

This also raises the question of where we decide to make the cut-off for ’emotional problems’ or ’emotional disorders’ in comparison to ‘healthy emotions’. We need anxiety, sadness and anger but they can also become disabling. Deciding where we draw the line is key in answering questions about child mental health.

So there is no way of answering the question about ‘acceptable levels of mental health problems’ without raising the question of the appropriateness of how we define problems.

Similarly, a very common finding is huge variation between countries and cultures. Concepts, reporting, and the experience of emotions can vary greatly between different cultural groups, making it difficult to make direct comparisons across the globe.

For example, the broadly Western understanding of anxiety as a distinct psychological and emotional experience which can be understood separately from its bodily effects is not one shared by many cultures.

It’s worth saying that cultural changes occur not only between peoples but also over times. Are children more likely to report emotional distress in 2016 compared to 1974 even if they feel the same? Really, we don’t know.

All of which brings us to the question- why is there so much talk about a ‘mental health crisis’ in young people if there is no strong data that there is one?

Partly this is because the mental health of children is often a way of expressing concerns about societal changes. It’s “won’t someone think of the children” given a clinical sheen. But it is also important to realise that consultations and treatment for child mental health problems have genuinely rocketed, probably because of greater awareness and better treatment.

In the UK at least, it’s also clear that talk of a ‘child mental health crisis’ can refer to two things: concerns about rising levels of mental problems, but also concerns about the ragged state of child mental health services in Britain. There is a crisis in that more children are being referred for treatment and the underfunded services are barely keeping their head above water.

So talk of a ‘crisis in rising levels of child mental health problems’ is, on balance, an exaggeration, but we shouldn’t dismiss the trends that the data do suggest.

One of the strongest is the rise in anxiety and depression in teenage girls. We clearly have a long way to go, but the world has never been safer, more equal and more full of opportunities for our soon-to-be-women. Yet there seems to be a growing minority of girls affected by anxiety and depression.

At the very least, it should make us think about whether the society we are building is appropriately supporting the future 50% of the adult population.

An echo of your former self

CC Licensed Image by Flickr user Karen Axelrad. Click for source.The journal Neurology has a brief case study reporting an intriguing form of auditory hallucination – hearing someone speaking in the voice of the last person you spoke to.

The phenomenon is called palinacousis and it usually takes the form of hallucinating an echo or repetition of the voice you’re listening to and it’s particularly associated with problems with the temporal lobes.

This case is a little different, however.

A 70-year-old right-handed white man was brought by his wife to the emergency room due to odd behavior for 2 days… According to the patient, he could not explain why people talking to him sounded strange, speaking in different voices which he heard before. For example, he would talk to a man and would hear him as talking with the voice of the woman he previously talked to. He thought it was funny and he could not concentrate on what the other person was saying because he would be laughing…

On occasion, he complained of hearing a very low-pitched intonation in people’s voices, including his own. At other times, he would hear a cyclical pattern of sounds that transitioned from noisy to silent. His most disturbing auditory symptoms persisted for several days and presented in 2 distinct forms. At first, he described hearing his deceased mother’s voice speaking to him through other people’s speech. Later on, he mentioned that after talking to one person, he would hear a second person speaking to him in the first person’s voice. He would also sometimes hear his voice as if it was the voice of the person he just spoke to. During physical therapy, the patient reported that therapist voices would suddenly change to those of people he had heard on television, which provoked uncontrollable fits of laughter.

In this case, the gentleman didn’t have damage to his temporal lobes, but a bleed that affected his right parietal lobe, which may have led to the atypical form of this hallucination.

In a recent paper, Sam Wilkinson and I noted that palinacousis is one example of an auditory hallucination that typically isn’t experienced as if you’re being communicated to by an external, illusory agent – which are perhaps the least common as most people hear hallucinated voices that appear as if they have some social characteristics.

However, it seems as if there’s even a social version of palinacousis where the echo is of someone’s voice form transposed on to the current speaker.
 

Link to PubMed entry for case study.