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 Damned lies and economic modelling 

Damned lies and economic modelling

01 Feb, 2012 07:36 AM
ONE of my resolutions this year is to spend more time trying to prevent lobby groups from using dodgy economic ''modelling'' to mislead my readers. Canberra has developed a bad case of modelling mania, but most of it is dubious. The less you know about modelling, the more it impresses you.

Any day of the week you can hear politicians demanding to see the modelling behind some figure the government has produced (even if Treasury did a quick calculation on the back of an envelope).

But the worst offenders are business interests, which pay big money to Canberra economic consultants to produce supposedly independent reports aimed at persuading governments to give them something, or at persuading the public to stop the government taking something from them.

One trick they often pull is trying to make their industry sound bigger and better for the economy than it is. Just last week the Minister for Manufacturing, Kim Carr, was defending the government's grants to the car industry by claiming it provides employment to 46,000 workers and ''more than 200,000 in associated jobs''.

But the industry that's been trying hardest to bolster its economic importance lately is mining. According to a press release issued by the Australian Mines and Metals Association, ''213,200 people are directly employed in mining, oil and gas operations in Australia, with an additional 639,600 indirect jobs created by the resource industry''.

Did you notice how the second of those suspiciously precise figures was precisely three times the first? ''Spurious accuracy'' is one of the signs a con job is in progress.

I'm sure you've seen the ads sponsored by the Minerals Council of Australia and others telling ''Our Story'' about what a wonderful, caring industry it is. The related website says that ''across the nation, mining employs 187,400 people directly, and a further 599,680 in support industries''. So for every mining job, another 3.2 are created elsewhere.

According to a report funded by Peabody Energy, ''the Australian coal industry employs over 32,000 people and indirectly creates an additional 126,000 jobs in Queensland and New South Wales''. So that's an employment ''multiplier'' of 3.9.

Where do these figures come from? Knowing how many people are employed in a particular industry isn't hard. Every month the Bureau of Statistics conducts a giant sample survey of households, asking them about their experience in the labour market. That's where our monthly figures for employment and unemployment come from. Every third month the bureau asks people what industry they work for.

It's obvious that all industries buy materials and other ''inputs'' from other industries, to which they then apply a lot of labour and equipment to produce whatever goods or services are their ''output''. So every industry can justly claim its purchases from other industries create jobs in those industries. Many could claim to create more jobs indirectly than directly.

But how do they know how many? They pay an economic consultant to do a report that tells them. How do the consultants know? They look up the industry's multiplier in a model-based document produced by the bureau called the input-output tables.

Trouble is, the tables are subject to significant limitations, which make it easy for them to be misused. All is explained in a paper by Dr Richard Denniss, of the Australia Institute, to be released today, The Use and Abuse of Economic Modelling in Australia: Users' Guide to Tricks of the Trade.

Like all models, the bureau's input-output model is built on a host of assumptions, as the bureau acknowledges in its accompanying documents. This reliance on assumptions shouldn't surprise you. Were you to work out a household budget for the year, you'd have to make many assumptions, including about what will happen to prices in the future.

Denniss reminds us of the key assumptions: that the relationships between inputs and outputs are fixed and so unaffected by changes in technology or changes in the relative prices of inputs; that all the output of an industry is identical, with no differences in quality or features; and that increasing the quantity of the industry's output would yield no economies of scale.

These unrealistic - but unavoidable - assumptions greatly limit the use you can make of employment multipliers without misleading yourself or others. You can't assume that doubling the size of an industry (such as mining) would also double the number of jobs it created directly and indirectly. Nor can you assume that a significant reduction in the size of an industry (such as car making) would mean the same reduction in total employment.

Another problem is that the employment multipliers involve double counting - more than one industry taking the credit for ''creating'' a job in some other industry. Denniss finds that if you used the multipliers to calculate the jobs directly and indirectly created by each Australian industry, then added them up, the total would be 187 per cent of all the jobs in the nation.

Yet another problem is the implication that the significant expansion of an industry would do nothing but add to employment in the industry and elsewhere. This assumes such an expansion would have no effect on wage rates, skill shortages, the exchange rate and much else.

Denniss quotes the results of some quite different modelling commissioned by the proponents of what would be one of the world's largest mines, the China First mine in Queensland. It found that, though the mine would lead to 6000 new jobs, it would also lead to the loss of about 3000 jobs, most of them in manufacturing.

We should be highly sceptical about claims made by interest groups on the basis of reports from ''independent'' consultants with no acknowledgment of all the hidden assumptions.

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Yeah, right, the ACF funded Australia Institute talking big on the deficiencies of modelling. Has Gittins bothered to tell that to the IPCC and its ideological clone, the C$IRO?

Did Gittins make any comment about the worst flaw in modelling? The longer the modelled period the less reliable the results become. But not a single note of caution from Gittins over gonzo IPCC modelling that stretches all the way out to year 2100.

And not a word on the modelling that would have us believe that Bangladesh will have a GDP/capita of $63,000 by 2100 after going under water in 2040.

Posted by Ian Mott, 1/02/2012 11:22:03 AM
Yep. Economic models. Assumptions. There's no monopoly there.

That's nothing. Let's talk atom bombs.

“The radiative forcing of the CO2 we have already put in the atmosphere in the last century is … the equivalent in energy terms to almost half a billion Hiroshima bombs each year.”

http://grist.org/list/the-heat-trapped-by-global-warming-equals-1-million-hiroshima-bombs-a-day/

Funny we're still here.

& poor old Dickie Denniss, Monckton pwns him.

http://www.roymorgan.com/news/press-releases/2011/1393/index.cfm?printversion=yes

Posted by Bill Pounder, 1/02/2012 11:39:27 AM
All models require assumptions (guesses) if they don’t have assumptions they are not models they are factual reports. Under proper procedure an acceptable error margin for those assumptions is documented ie. + or -5%. What is happening, is that as these models become more complicated assumptions are being based on assumptions. Not only that but an acceptable +5% in the first assumption is added to an acceptable +5% in the second assumption, and so on, and so on until you get assumptions that are waaaaay it outside the acceptable error margin.
Posted by Qlander, 1/02/2012 1:00:25 PM
Add that to the fact that once something is entered into a computer everyone assumes that is correct and it becomes gospel. In fact the only thing that everyone is agreeing on , is that it’s far easier to copy and paste available information. Then it is to re-do the research and calculations required to come up with your own figures.
Posted by Qlander, 1/02/2012 1:01:47 PM
In another posting, Mutto declined to provide any evidence for his assertion that the ACF funds the Australia Institute.

Evidence please!

As for Ponder's references, it would help if he at least tried to understand the science. On the subject of nuclear weapons, see for example geology Prof Mike Sandiford's (Melb Uni) recent statements about the effects of human activities on global functions.


Posted by nico, 1/02/2012 2:53:12 PM
So, Galahad Gittins has resolved to defend the minds of “his readers” against the economic-modelling dragon.

Simple Sir Gal. Just remind them their jobs are dependent on crime stimulated economics (CSE) & destruction of the family unit to duplicate demand for housing, furnishings & the whole range of goods& services required to establish & maintain a home.

And don’t forget to mention the family dog, an essential guardian in a CSE world that also generates jobs across the sector from mining tin to pet food mills, canine medicines, veterinary services etc, etc.

Economic modelling indeed.

Posted by jock, 1/02/2012 7:27:11 PM
Yes, Lies and more lies that what the current Mining Boom is built on. They''ll dig a mine that has a limited, defined resource to be recovered. Then in their mad rush to dig it up they will double the speed of extraction,( Industry code name is "EXPAND"), and as if by magic they have doubled the workforce, the fleet of plant, general supplies and services as well as the diesel fuel burnt each day etc. But wait for it they have also halved the life of the mine. So the actual overall employmant hasn't increased as mines that once lasted for 20+ yrs will close in 10yrs. what jobs then??
Posted by Liesandmorelies, 1/02/2012 7:27:50 PM
Economists are here to make astrologists look good .
Posted by THE FARMER, 2/02/2012 10:19:22 AM

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