Showing posts with label economic forecasting. Show all posts
Showing posts with label economic forecasting. Show all posts

Wednesday, March 5, 2014

Job prospects not as gloomy as you may think

I can always tell when people are getting anxious about unemployment - including their own. It's when a journalist thinks they'll be increasing the sum of human knowledge by adding up the number of redundancies announced in recent weeks.

The latest list is Qantas 5000, Holden 2900 (by 2017), Toyota 2500 (by 2017), Forge Group 1470, Alcoa 980, Sensis 800, WA hospitals 250 and BHP Billiton Mitsubishi Alliance 230.

That's more than 14,000, we're told, and doesn't count the expected job loss among the makers of car parts, which "experts" put at between 25,000 and 50,000. To this you can add declining job opportunities among public servants - though no one seems to worry much about them.

There are two tricks in exercises such as this. The first is that although 14,000 or even 64,000 may seem huge numbers, they're not. Most people have no feel for just how big our economy is. Those figures have to be seen in the context of a total workforce of 11.5 million people, which grows by 170,000 in an average year, or more that 14,000 a month.

Most people have no idea how much turnover there is in the jobs market. Every month tens of thousands of people leave their jobs and a similar or bigger number take up new jobs. The economy is in a continuous state of flux.

The second trick is that the media only ever show us the tip of the iceberg. We're told about only a fraction of the things that happen. Only a fraction of them are announced to the media, so most of what happens goes unreported. And among all the things that are announced, the media select just a few of the juicier items to tell us about.

The items they select tend to be the bigger and badder ones. News that a new business has just hired 100 workers may get reported somewhere - probably in the local rag - but it won't get the trumpeting Qantas' announcement did.

So we're told about the big job losses but not the small losses and almost nothing about the job gains, big or small - even though we know from the official statistics that the gains usually outnumber the losses.

When people hear news reports about redundancies at this factory and that, many conclude we must be heading for recession. This time it ain't that simple. After a record 21 years since the severe recession of the early 1990s, we're overdue for another one and, with the economy quite weak at present, it wouldn't be impossible for us to slide into recession this year.

But the explanation for the planned job losses we're hearing so much about isn't a downturn in the economy, it's continuing change in the structure of the economy - the size of some industries relative to others.

Much of the pressure for structural change is coming from advances in technology, particularly the digital revolution. It's this that's turning the newspaper industry inside out - no one seems to shed many tears over us - and is in the early stages of cutting a swath through retailing.

In Qantas' case, it's still making the painful adjustment to the deregulation of airlines initiated by Jimmy Carter in the 1970s, combined with management incompetence and union intransigence.

But the biggest source of structural change is the resources boom and the likely permanent rise in the dollar it has brought about. People tell you it's all behind us, but when the mining industry's share of the economy doubles to 10 per cent in the space of a decade, the adjustment this imposes on the rest of the economy is profound and protracted.

Clearly, these forces for structural change are beyond the control of any federal government, Labor or Coalition. The truth so many people find so hard to accept is that there isn't a lot we can do about them except ride them out.

In its impotence, the Abbott government is claiming its plans to remove the mining and carbon taxes will be a great help. Only the one-eyed would believe that. Labor has sunk to the depths of attacking the government for its failure to protect Australian jobs and demands to see its "jobs plan". What's Labor's jobs plan? Maintain the handouts to crumbling industries.

It's seeking to exploit the fears of people who are uncertain about where it's all going to end. Well, last week Dr David Gruen, of Treasury, published projections of the various industries' shares of total employment in 16 years' time, 2030.

I must warn you these figures come with zero guarantee. Just because you're smart enough to turn the handle of an incomprehensible econometric model doesn't mean you know any more about what the future holds than the rest of us.

Surprisingly, the projections suggest manufacturing's share of total employment will decline by only a further 1 percentage point. Similar declines are projected in transport and warehousing, construction and (thankfully) financial services. The biggest relative employment decline would be in wholesale and retail trade.

Utilities, media and telecommunications, and, surprisingly, mining are projected to experience minor declines in their shares of total employment. Agriculture's share may rise by a percentage point, while that of education and health may rise by more than 1.5 points, and professional and administrative services by almost 3 percentage points.

We won't all be dead.
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Saturday, August 17, 2013

Budget forecasts for adults only

When Treasury and the Department of Finance issued their pre-election economic and fiscal outlook statement this week it had something written on the cover in invisible ink: Why don't you all grow up!

Although the figures in the PEFO ("pee-fo") for the forecast and projected growth in the economy and the change in the budget balance over the four years to 2016-17 were virtually identical to those in the Labor government's economic statement 11 days earlier - no surprise to anyone except conspiracy theorists - the words were quite different.

What Treasury issued was a kind of adults only version of the government's document, a rebuke to people who think knowing what the future holds is easy peasy and anyone who gets their forecasts wrong must be either incompetent or corrupt.

The Labor government was so unsophisticated in its understanding of the limitations of forecasting it took a Treasury projection of the budget balance in four years' time and raised it to the status of a solemn promise. No one working in Parliament House thought this a foolish thing to do.

The first thing Treasury does in the PEFO is stress that, while all forecasts are uncertain, the economy's transition to new sources of growth make these forecasts particularly so. It said the transition "may not occur as smoothly as forecast" twice on the first page.

Cop this for a product warning: "This uncertainty surrounding global growth prospects poses a risk to the terms of trade and nominal gross domestic product forecasts. There is also a risk that the anticipated fall in resources investment following its peak could be sharper than expected, especially around the middle of the decade. In addition, the transition to new sources of growth may not occur as smoothly as anticipated. Unexpected global or domestic developments could also generate further sharp movements in the exchange rate."

It's long been the convention to express forecasts as a "point estimate" - a single figure rather than a range. But quoting single figures gives the forecasting exercise an air of false precision which can mislead the uninitiated.

So Treasury has joined the Reserve Bank in showing the "confidence interval" surrounding its key point-estimate forecasts. It has examined the (lack of) accuracy of its forecasts over the past 13 years and used this to show its latest forecasts over a symmetrical range, with its point estimate the central forecast within that range.

Its central forecast is that real GDP will grow at an average annual rate of 2.75 per cent over the two years to 2013-14. So if you assume its forecast errors are similar to those in the past, and also assume its forecasts are just as likely to prove too high as too low, there is a 70 per cent probability that actual real growth will average somewhere between 2 per cent and 3.5 per cent (that is, the central forecast plus or minus 0.75 percentage points).

Its central forecast is that nominal GDP will grow at an average annual rate of 3.125 per cent over the two years. So there's a 70 per cent chance the actual rate of growth will average between 1.75 per cent and 4.5 per cent (central forecast plus or minus 1.375 percentage points).

Why is the confidence interval for nominal GDP so much wider than for real GDP? Because, to get to nominal, you also have to forecast the GDP inflation rate (strictly, the GDP deflator) and it's much more uncertain because it's heavily affected by the change in the terms of trade (export prices divided by import prices) and thus the prospects for world commodity prices.

Why is the GDP inflation rate forecast to be so small, just an average rate of 0.375 a year? Mainly because export prices are expected to fall a fair bit further.

Why does the growth in nominal GDP matter much? Because, as Wayne Swan never tired of pointing out, we live in - and pay tax in - the nominal economy; the real economy is just a (useful) concept.

It was because Treasury kept under-forecasting the rise in export prices that it kept underestimating the improvement in the budget balance in the early years of the resources boom. It's because it's been under-forecasting the fall in export prices that it's been overestimating the improvement in the budget balance in recent years.

Another aspect of the politicians' and media's incomprehension of the budget figuring is their failure to understand the difference between forecasts and projections. By government decision, the figures for the budget year and the first year of the forward estimates are forecasts - that is, Treasury's best guess on what will happen. But the last two years of the forward estimates are merely projections - that is, you assume it will be an average year and mechanically plug in the figures accordingly.

You assume "trend" real growth of 3 per cent, trend employment growth of 1.5 per cent, inflation at the middle of the Reserve Bank's target range - 2.5 per cent - and unemployment at what the econocrats consider to be its lowest sustainable rate (aka full employment), 5 per cent.

This makes it all the more foolish for the government to turn a mere projection of the budget balance in four years' time into a solemn promise, and for the rest of us to take it seriously.

It also means you can get some literally incredible jumps between the last forecast year and the first projection year.

For instance, between 2014-15 and 2015-16, the unemployment rate is supposed to drop from 6.25 per cent to 5 per cent, even though real growth stays unchanged at just 3 per cent.

Treasury uses the PEFO to show what it would have forecast for the last two years of the forward estimates had it not been required to use projections, and drops a big hint it will ask the "future government" to change the rules to four years of forecasts.
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