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A map of depression rates around the world
- danso 13y agoWithout commenting on the science or validity of the study...the map implementation here could be improved, in fact, it's about as confusingly implemented as an infographic could be. First of all, it violates the "rainbow map" rule, in that a wide spectrum of color is used to graph what is basically a very simple continuum: more depression vs. less depression. http://eagereyes.org/basics/rainbow-color-map http://eagereyes.org/basics/rainbow-color-map Second of all, and most egregiously, it uses the most confusing color scheme possible. At least in America, which is the WaPo's main audience, the color blue is widely used to describe "depression" ('feeling the blues'). While red is often used to describe a dangerous or very intense situation...it's not really appropriate here, as red is also used for "passion", which is not mutually exclusive to depression, but is not usually associated with it either. And the purple, rather than acting as a middle ground between "more" and "less" depression, comes off as its own weird symbolism. And why the f-ck is "gray" in between blue and purple? And of course, in America (and especially among the audience that the Washington Post serves), red and blue often indicate political thought. It's hard to think of how this map could be any more confusing, even without getting into the discussion of how country/state-color maps greatly distort the quantities involved. ---- That said, I was surprised to see that the United States ranked on the low side...my intuition was that well-off countries had higher rates of reported and diagnosed depression (first world problems and all that). But I had to stare at the map for quite awhile to make sure I was reading it right... Edit: Also, this stuck out: > The most depressed country is Afghanistan, where more than one in five people suffer from the disorder. The least depressed is Japan, with a diagnosed rate of less than 2.5 percent. I know Japanese culture has the propensity to be greatly distorted by outside observers...but how is it that a country that has among the highest suicide rates in the world (http://en.wikipedia.org/wiki/Suicide_in_Japan http://en.wikipedia.org/wiki/Suicide_in_Japan) also happens to have the lowest rates of depression? I mean, it's certainly mathematically possible (e.g. clinically depressed Japanese, few as they are, are also at the extreme edges of depression, or, Japanese suicides are committed for reasons other than depression)...it's just a bit unexpected.
- rafcavallaro 13y agoThe rates for east Asia (as was noted in the article) are almost certainly misleadingly low because mental health issues of any kind are so highly stigmatized in these cultures, much more so than in Europe and North Ametica.
- jrkatz 13y agoRegarding your edit, at no point is it said Japan has low incidence of depression; the claim made is that they have few diagnoses of depression. The article takes care to point this out. I would take these numbers to mean that Japanese people are not receiving adequate treatment for their depression (of which diagnosis is an obvious first step), contributing to the suicide rate.
- mchaver 13y agoI would say that the title is slightly misleading. The map and article clearly say that is clinically diagnosed depression, but that is not clear from the title. By leaving out "clinically diagnosed" the title makes the article feel like it has a stronger claim.
- dualogy 13y ago> but how is it that a country that has among the highest suicide rates in the world (http://en.wikipedia.org/wiki/Suicide_in_Japan http://en.wikipedia.org/wiki/Suicide_in_Japan) also happens to have the lowest rates of depression If more depressed people commit suicide, then there's fewer depressed people showing up in the stats, right?
- Camillo 13y agoThat map is a really bad visualization. They're showing a single numeric variable with a limited scale, so all they need to express graphically is a level between "empty" and "full". They should have mapped it to a single axis that intuitively corresponds to that notion: for example, a simple scale between white and red would have been perfect. But instead, they decided to have a scale between red and blue, which goes through purple if it's an admixture of the two colors. But then they would just have had a few colors with more or less the sale lightness and saturation, but different hues, and there's really no intuitive reason why purple should be perceived as "more" or "less" than blue. So instead they made a three-point scale going from red to white and then to blue (look at the pink and light blue colors next to the center to see that this is what they did); except that now white looks like "empty", and redder and bluer colors look increasingle "full", except in opposite directions: the only situation where this makes sense is when you have relative numbers, and white is zero, red is positive and blue is negative. But then it would look like Iran has lots of depression, Brazil has no depression, and Australia has... negative depression? They could tell that something looked wrong, but what? "A-ha! Of course!" - thought the graphic designer - "a mix of red and blue is purple, not white!" So he replaced the white in the middle cell with purple, leaving the neighboring pinks and light blues unchanged. So now the scale goes "red, red but a little whiter, white but a little redder, PURPLE, white but a little bluer, blue but a little whiter, blue", and nothing makes sense. Good job!
- msutherl 13y agoI think I agree, but the existing scale does have one redeeming property which is that it makes very clear which countries have the most and which have the lest depression. Both the red and the blue stand out against the middling regions, which would not be the case if white was the bottom of the scale.
- hajderr 13y agoWhat do you think is the reason for this? A bunch of propaganda that we're well off here in the 'safe' part of the world? Love this comment from the article "I'm sure we've got high quality, nationally representative data out of the Congo."
- imperio59 13y agoIf you read between the lines, it's clear the methodology used to extrapolate this data is shaky at best, and borders on "you've never taken a statistics class in your life" at worse. Complete garbage... Favorite snippets: " The paper further cautions that reliable depression surveys don’t even exist for some low-income countries -- a common issue with global studies -- forcing the researchers to come up with their own estimates based on statistical regression models." My interpretation: "There was no data so we guessed". Terrible.
- greenyoda 13y agoWhat's even more depressing (no pun intended) is that this kind of junk science is published by the Washington Post, one of our nation's most highly esteemed newspapers.
- tgb 13y agoIt really annoys me to see people judging studies based off of press coverage of them. If you're going to accuse it of being shoddy, at least take five minutes to read the paper. I'm not saying you're wrong, since I just spent five minutes reading the paper and they do use an modelling tool in the way that you suggest (and also use it to combine multiple reports from over the years or reports with only partial information). It's just that it's very easy to see something and wisely claim "Oh I bet they're making this laughable mistake based off of some vague claim in an article I'm criticizing" which is kind of harmful. I've said things in the past like "I read a study that X" and immediately the other person was like "Oh but that's just correlation", which is a good thing to think but seriously, it's not like the people writing these studies don't know that correlation-isn't-causation and might have thought to address that. I hadn't mentioned any methods used in the study because I didn't recall any of them, yet the gross assumption that it was wrong was still lept to. So if communities like Hacker News want to ever believe any science report ever (and they probably do), then I really think people should slow down and at least give the study the benefit of the doubt. You shouldn't have to read between the lines - the actual study is free on PLOS. If you don't have the time or expertise to read the paper, just pose this complaint as a question instead and probably someone else here will do the work for you.
- kintamanimatt 13y agoWhat in the world is going on in the Netherlands? Why is this country such an anomaly in terms of reported depression rates?
- alwaysinshade 13y agoGood question - looking at the OECD Better Life Index [1] for the Netherlands: In general, 86% of people in the Netherlands say they have more positive experiences in an average day (feelings of rest, pride in accomplishment, enjoyment, etc) than negative ones (pain, worry, sadness, boredom, etc), more than the OECD average of 80%. Perhaps it's a case of better access to health services, so more people in the Netherlands are able to be diagnosed and treated with depression whereas countries with poor health services and high levels of depression are ultimately under-reported? [1] http://www.oecdbetterlifeindex.org/countries/netherlands/ http://www.oecdbetterlifeindex.org/countries/netherlands/
- gpvos 13y agoI don't know; the contrast with Belgium, which despite cultural differences has health services with similar quality, and I imagine has similar awareness, is surprising. However, I have read anecdotal stories that mental health service here in the Netherlands is rather bad compared to other countries. Pressure to perform here may be on the high side, but I can't imagine it's much higher than in the US or Germany.
- Ihmahr 13y agoThis is especially strange if you consider that dutch children are among the happiest [1]. Maybe their adulthood is comparatively worse because of their great childhood. [1] http://news.bbc.co.uk/2/hi/6360517.stm http://news.bbc.co.uk/2/hi/6360517.stm
- MrBuddyCasino 13y agoYeah, this seems fishy. Wikipedia gives low rates for suicide in Netherlands, which I would expect to be correlated: http://en.wikipedia.org/wiki/File:Suicide-deaths-per-100000-trend.jpg http://en.wikipedia.org/wiki/File:Suicide-deaths-per-100000-...
- jader201 13y agoAm I missing something fundamental here? Is depression diagnoses really so objective that we can not only compare diagnosis rates across the country, but across the world? Sort of like comparing how good the pizza is in countries across the world, is it not? It doesn't seem like this analysis holds much value, if any.
- city41 13y agoI thought the same thing. I also think first world countries will diagnose the disease far more. If for no other reason, there are expensive pharmaceuticals to be sold.
- harvestmoon 13y ago10% of Americans are on antidepressants. I really hope that rate isn't consistent around the world.
- hkmurakami 13y agoThere is NO way Japan's depression rate is that low. The culture does't treat depression as a legitimate medical issue (their main remedy is along the lines of "man up!") and I have to imagine that it's being severely underreported.
- Alterlife 13y agoIt is the same on a varying scale with ALL cultures. India is is similar. A person who goes to a therapist is a mad person.
- minikomi 13y agoAs someone living here who was today late due to "person threw themselves on the train tracks" ... "Diagnosed" is the critical word I believe.
- mahranch 13y agoDepression is over-exaggerated in Japan. It's like those reports on how the salarymen work these long and crazy hours and are ready to throw themselves off a building any minute but it's massively overblown. Virtually everything is overblown or sensationalized about Japan. It reminds me of those herbivore men and "declining sex" articles that popped up recently. Writers like to write about some obscure sub-culture or push some misleading statistic and then write about it as if it applies the entire country. I lived there for 14 months and it wasn't what I expected at all. I was prepared for massive culture shock but it just never happened. There was some, but no more than one would experience on an extended vacation. Japan, in my experience, is just like anywhere else.
- Shinkei 13y agoWhere in Japan were you living? I found people in the country to be much more balanced and well-adjusted. But living in Tokyo and expecting to see 'culture shock' may be disappointing because people are not so 'open' about their social lives. A lot of the personal problems are kept away from the public eye until it's too late and they are throwing themselves in front of a train, hanging themselves in a forest or comitting seppuku in their homes. It's classic honne/tatemae--you never saw what was beneath the surface.
- ivanbrussik 13y agocommunist / 3rd world countries pretty much win this one
- guard-of-terra 13y agoUkraine having opposite result from Russia and Belarus lights the red immediately. Why would it be so? The rest of data on the chart may be noise too.
- telephonetemp 13y agoThat struck me as very questionably, too. Based on personal experience and what I know about the economic state of the three countries I find it hard to believe that Ukraine is somehow doing such better psychologically. To convey an anecdote, on several occasions I was told by fairly well-traveled people that the Eastern regions of Ukraine were the most miserable place they'd been to in Europe.
- mkesper 13y agoI read the text...and got no usable info. Plus the awful map and a table that's not sorted by rank but by region (thus only doubling the "information" of the map). Where can we downvote? ;)
- porker 13y agoI can't believe the UK is that low either. I wonder if it's because of the clinical depression is defined as something more serious than "taking anti-depressants or having CBT/Counselling"?
- DanBC 13y agoAnti-depressants should be limited to people with moderate to severe depression, not used by people with mild depression. So anti-depressant use would be a sign that the person needs to be included. I agree with you - I don't understand how they got such a low rate for their map. NHS data for 2010-2011 gives 4.7 million people. For a population of about 60 million that's 7.8%. http://www.bbc.co.uk/news/health-19967037 http://www.bbc.co.uk/news/health-19967037
- roel_v 13y agoTherapy and medication work to treat depression (not for everybody, but considered at macro level, they work). If you'd actually read the paper (which it seems few people commenting have done, or maybe you/they don't understand), by using DALY's (an accepted (by the community) proxy for 'impact' of a disease), they account for the fact that since people in Western countries get treatment at higher levels, the effects are less. E.g. if I get depressed and get treatment, and work through this in a year, and somebody in Central Africa gets it and lives with it for 15 years, then objectively I am better off and should be counted at 1/15 th in the study (well actually you can debate that - you can say 'I study the amount of people who get depressed'. Which is fine, but different, and imo not nearly as interesting, except maybe for when you look at the genetic disposition for depression). I don't understand why people in this thread are so keen on trying to hold on to the position that depression in the West is high compared to other places, or even how they get to this position in the first place. To me it's quite self-evident that living in constant fear of being shot, blown up or just starving to death is more depressing than having to go through the agony of standing in traffic an hour before you can go home and eat a warm meal before falling asleep in front of the tv (to just name an example of what I've heard people as reasons on why life in the West is so 'stressing' and 'depressing').
- 13y ago
- trurl123 13y agoI live in Russia, but I don't know anybody who diagnosed with depression. This is very uncommon diagnosis. I think that these researchers used invalid data.