14 September 2017

Facebook & fast-food - superficially satisfying, but bad for you

Social media is to human connection what junk-food is to human nutrition.
Facebook like fast-food is convenient, it meets a desire, is superficially satisfying, it even offers some of what we need (connection or calories respectively), but by and large and in the long run, it is not all that good for us.
Look at the change in the fundamental unit of community — the family. Today, one in five children are raised in a home where the other biological parent is absent.
Some still see the nuclear family, mum dad and 2.5 kids, as the ideal. But the ideal community unit had already gone the way of REAL hamburgers and real food.
Prior to the nuclear ideal, the extended family lived together, providing a community that supported and sustained them all.
Even now, grandparents have time for kids that parents do not. But now the grandparents have their place and we have ours. We live our lives apart: each child in their own room, each parent may even have their own house. And the grandparents? Live elsewhere.
even though it's not good for me!
Mmm? I may be lovin’ it, but I am pretty sure it’s not good for me.
What is good for me? I’m not sure, but it seems more like when I live in a community, a village, surrounded by say 10–20 people whom I know and trust.
Facebook with 500 or more so-called “friends” cannot replace my village, the people I know and trust.
And trust should not be confused with like. All humans are flawed, and there may be things that I might not like about someone, but that does not mean I am not able to trust them. Trust means I know the person, I know her or his limitations, I know of the contexts in which I might trust them to do the right thing and which ones where they might not.
They are not even necessarily dear friends, I don’t even necessarily like them so much of the time. Rather, I know them, and can trust — as in rely — on them to behave in certain ways.
Uncle Frederic might be an odd-bird, a bit of a bore at social gatherings, still a bachelor and frankly, we can understand why. Nonetheless, he is good with the kids, and they love him, and at a pinch, he could be called in to take Cathy out for a talk and a soda as she wrestles with life as an adolescent.
Just as fast food has supplanted simple, real food cooked at home from scratch, so Facebook and the other online copy-cats have supplanted community created at heart in the home.
A “like” from some 500 or more of my Facebook “friends” may give me a little frisson of pleasure, but a more limited gesture of friendship is difficult to imagine. Pressing a thumbs-up symbol, and then moving on to the next image in a continuously changing stream of images and words is hardly much display of friendship let alone commitment.
The problem is that convenience is king in so many things. We love quick-fixes. And fast food and Facebook offer just that.
Unfortunately, what we want is not necessarily what we need. And what we need — healthy food, exercise, and making time and space for our village, some of whom are frankly a pain in the butt — is bloody hard work.
So we don’t bother. We choose the junk option, the quick-fix, the one that sets off the pleasure centre in our brain. We hear a ping on our phone and leap to look: someone likes me!
That’s not good, that is sad.
To feed your body, you need to eat well. To feed your soul, you need to connect well.

09 August 2017

Data bites: confusing cross-tabulations


Some recent research from a sample of 957 members of PureProfile's Australian panel showed that people who classified themselves as "Early Birds" were two times more likely than "Night Owls" to earn over $70k per annum.

Specifically, 23% of Early Birds earned over $70k p.a. vs just 11% of Night Owls.

Does that mean that 23% of those who earn $70k+ are Early Birds and 11% are Night Owls?

Nope. If that were true, that leaves two-thirds (66%) of $70+k earners who are neither Early Birds nor Night Owls.

Does the result mean that there are more Early Birds than Night Owls earning above $70k per annum.

Not necessarily.

If the Night Owls are far more numerous than Early Birds in the total sample, then it is quite feasible for there to be more Night Owls who earn $70k+ even while Early Birds are two times more likely to earn $70k+ than Night Owls.

Making this error is very easy - unfortunately - and even downright confusing in some situations. Here's an example that can seem particularly confounding.

PureProfile's research showed that in the Australian population, men are more likely to be Early Birds than women. About 56% of men are Early Birds compared with just 45% of women (see yellow shading in table below).


However, when we turn the result around so it expresses the proportion of Early Birds (and Night Owls) who are male vs female, we may be surprised to see that 50% of Early Birds are women and 50% are men. (In actual fact, there are slightly more women who are Early Birds than men as we will see in a moment).


Whaaaaaaaaaaaaaat? How can that be?

The problem is one that often confronts us when we do crosstabulations. A crosstabulation (often shortened to crosstab) is simply breaking down the frequency of responses on one variable by groups (in this instance, the groups are male and female).

People tend to get confused because they see the first result (56% of males are Early Birds), and think that this is equivalent to saying that 56% of Early Birds are males.

But this simply ain't so.

Let's break this example out. First, here's the raw counts in each cell. In this sample, there are 945 males who are Early Birds - or 945 Early Birds who are male if you prefer. It is the same thing!

And note that there are slightly more women who are Early Birds than men: 951 women vs 945 men.


The proportion (or per cent) of males who are Early Birds depends on the total number of males there are in the column.



The proportion of Early Birds who are male depends on the total number of Early Birds there are in the row.


So, in a nutshell, there are 945 males who are Early Birds. This represents 56% of the total number of males (column %), but just a fraction under 50% of the total number of Early Birds (row %).

The key takeout is this. Whenever a percentage is being reported, take note of the base. Are you looking at the % of the column (in which case the sum of the column is 100%) or the % of the row (in which case the sum of the row is 100%).

Understanding this distinction is important - and surprisingly often misunderstood. Here's one extreme example to highlight the problem.

Nearly 100% of sexual assaults are perpetrated by males but that does not mean that all males (or even a high percentage of males) are molesters/rapists - thankfully.

However, that doesn't stop many parents, airline policies and even national news anchors from treating all men as potential molesters. Most molesters are male, but most men are not molesters. Again, thankfully.

Drawing this conclusion, and worse, enacting policy based on this result reflects a gross misunderstanding and misinterpretation of the statistics. And it happens to lead to inappropriate stereotyping of a lot of good men. If interested, you can read more about this case here.

How to minimise the danger of this error?

Whenever reporting a percentage, be very clear about what is the base, ie x% of what? Quite simply, % of men is not the same as % of Early Birds.

Meghan Trainor - it's all about the base!

If you're preparing crosstabulations (crosstabs), I generally recommend (and myself, generally present) column percentages only. That way, you know you're always comparing the % of column 1 to the % of column 2.

But what goes into the column and what goes into the row? Generally, we try and put the Causal factor into the Column, and the Result into the Row. As sex is generally decided many years before we begin to decide whether we like to get up early or stay up late, sex is the cause (put it into the column) which is thought to determine the result, namely, whether or not you are an Early Bird.

If you do want to swap it around (and see what proportion of Early Birds are female vs what proportion of Night Owls), swap the row and column variables and rerun your crosstabulation. That way, you are still reading column percentages. (It can still be confusing, but hopefully less so).

And practice. Swap the rows and columns, see if which makes most sense.

Above all, do not mistake the per cent of the column to be the same as the per cent of the row.

01 June 2017

Sharing wisdom: reflections on the road to the country for old men

M.C. Escher
Not everyone is lucky enough to journey into the "country for old men" (and women). And even among those who are lucky enough to reach old-age, not all learn as much from the journey as they might. Some arrive at the destination having missed the journey.
Growing old is inevitable, growing up is optional.

Is practical wisdom valuable?

Even in a society which is increasingly technical and technological, there is some sense that wisdom is a worthy goal, a knowledge worth attaining. Adapting the words of Aristotle in Nichomacean Ethics only a little, we can see that his observation applies still today:
"Although the young may be experts in geometry and mathematics [and technology and computers] and similar sorts of knowledge, they nonetheless lack practical wisdom. Such wisdom is gained from experience which the young do not possess, for experience is the fruit of years." (adapted from Nichomachean Ethics 1142a).
So even while we may rely on our children, our grand-children or both to help us download apps to our mobile phone, to show us how to connect our "smart" television to Netflix and how to stream music through Spotify to our tablet and other devices, there is still a place for wisdom.


25 May 2017

Skepticism: are you willing to change your mind?

Joel Pett (2009) USA Today
"The trouble with the world is that the stupid are cocksure and the intelligent are full of doubt." 
-- Bertrand Russell

Skepticism has received an increasingly bad name - but most of that is from mis-attribution. 

Skepticism can be usefully distinguished from denialism - even though the word skepticism is used to describe anti-vaxxers to climate-change deniers, 

In some instances, skepticism is used as a synonym of denial as in "I am skeptical about your claims", or "I doubt that what you say is true".

However, skepticism is more uniquely used to describe the notion of uncertainty - as in "I'm uncertain about the truth of what you say", or more simply, "I am uncertain about what is true".