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Anomalies abound in today’s economy. Can artificial intelligence know what’s going on?

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All the fuss today is about machine learning and ChatGPT. The algorithms associated with them work well if the future is similar to the past. But what if we are at an inflection point in economic and political conditions and the future is different from the past? Will record profit margins, inflated asset prices and low inflation and interest rates of the past 30 years be an accurate reflection of the future? Is this time different?

Maybe we’re already there. Things do not seem to make sense anymore. Have you noticed that economic indicators seem to have stopped working as well and as predictably as they have in the past?

Here are some examples of the puzzling behaviour of economic statistics of recent months.

An inverted yield curve has historically been a good indicator of recessions. For several months now the yield curve has been inverted and yet the U.S. economy has been adding millions of jobs, leading to an historic low unemployment rate. Employment is booming while the economy at large is not.

Consumer sentiment, as reflected in the University of Michigan surveys, and consumer spending have tended historically to move together. But this time around, while consumer sentiment took a nosedive, consumer spending and credit card balances keep growing, reaching record highs.

Construction employment and homebuilder stocks are rising while housing permits and housing starts are falling. Normally, homebuilder stock prices would reflect the collective wisdom of financial markets about housing activity. Not this time.

Bond markets are expecting inflation to recede to the Fed’s target rate of 2 per cent. In this case, the real interest rate, implicit in the 10-year treasuries yield of between 3.5-4 per cent, is 1.5-2 per cent, which is close to historical averages. But prior to the Silicon Valley Bank debacle, some surveys pegged expected inflation to about 3 per cent going forward. Assuming the real rate is the same, this implied a 10-year treasuries yield of between 4.5-5 per cent. Either the bond market was out of line or forecasters’ inflation models do not work as well as in the past.

And oil prices are around US$70 a barrel despite the recent banking crisis and at a time when the economy is slowing down and believed to be entering a recession. Based on past experience at this point in the business cycle oil prices should be at US$50 or less. But they are not. Which begs the question: What will happen to oil prices when the economy enters a growth phase, especially with the opening of China after the COVID-19 lockups?

And the list of puzzling contradictions goes on. Having said that, someone may argue that the labour statistics, for example, are a lagging indicator and show where the economy was, not where it is going. While this is true, the magnitude of divergence between labour statistics and economic activity is so much higher than they’ve been historically. That makes one wonder what is going on.

It could be that many of these puzzling statistics are the result of “survey fatigue,” as Bloomberg Businessweek calls it. The publication reports that there has been a decline in response rates for many surveys government agencies use to collect economic data.

For example, employer response to the Current Employment Statistics survey, according to the publication, which collects payroll and wage data each month, has declined to under 45 per cent by September, 2022, from about 60 per cent at the end of 2019. The issue here is the non-response bias: that people who are not responding to the survey are systematically different from those who do, and this skews results. Could weakening trust in institutions and governments be behind the decline in response rates in recent years? If this is the case, the problem is serious and difficult to reverse or eliminate.

As a result, machine learning algorithms that need massive and good quality data about the past and assume that the future will look pretty much like the past may not work. Then what? Should we re-examine our old models? Or will human intervention always be required? Machine learning will not be able to replace investor insight and “between the lines” reading of nuanced economic numbers.

George Athanassakos is a professor of finance and holds the Ben Graham Chair in Value Investing at the Ivey Business School, University of Western Ontario.

 

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Economy

B.C.’s debt and deficit forecast to rise as the provincial election nears

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VICTORIA – British Columbia is forecasting a record budget deficit and a rising debt of almost $129 billion less than two weeks before the start of a provincial election campaign where economic stability and future progress are expected to be major issues.

Finance Minister Katrine Conroy, who has announced her retirement and will not seek re-election in the Oct. 19 vote, said Tuesday her final budget update as minister predicts a deficit of $8.9 billion, up $1.1 billion from a forecast she made earlier this year.

Conroy said she acknowledges “challenges” facing B.C., including three consecutive deficit budgets, but expected improved economic growth where the province will start to “turn a corner.”

The $8.9 billion deficit forecast for 2024-2025 is followed by annual deficit projections of $6.7 billion and $6.1 billion in 2026-2027, Conroy said at a news conference outlining the government’s first quarterly financial update.

Conroy said lower corporate income tax and natural resource revenues and the increased cost of fighting wildfires have had some of the largest impacts on the budget.

“I want to acknowledge the economic uncertainties,” she said. “While global inflation is showing signs of easing and we’ve seen cuts to the Bank of Canada interest rates, we know that the challenges are not over.”

Conroy said wildfire response costs are expected to total $886 million this year, more than $650 million higher than originally forecast.

Corporate income tax revenue is forecast to be $638 million lower as a result of federal government updates and natural resource revenues are down $299 million due to lower prices for natural gas, lumber and electricity, she said.

Debt-servicing costs are also forecast to be $344 million higher due to the larger debt balance, the current interest rate and accelerated borrowing to ensure services and capital projects are maintained through the province’s election period, said Conroy.

B.C.’s economic growth is expected to strengthen over the next three years, but the timing of a return to a balanced budget will fall to another minister, said Conroy, who was addressing what likely would be her last news conference as Minister of Finance.

The election is expected to be called on Sept. 21, with the vote set for Oct. 19.

“While we are a strong province, people are facing challenges,” she said. “We have never shied away from taking those challenges head on, because we want to keep British Columbians secure and help them build good lives now and for the long term. With the investments we’re making and the actions we’re taking to support people and build a stronger economy, we’ve started to turn a corner.”

Premier David Eby said before the fiscal forecast was released Tuesday that the New Democrat government remains committed to providing services and supports for people in British Columbia and cuts are not on his agenda.

Eby said people have been hurt by high interest costs and the province is facing budget pressures connected to low resource prices, high wildfire costs and struggling global economies.

The premier said that now is not the time to reduce supports and services for people.

Last month’s year-end report for the 2023-2024 budget saw the province post a budget deficit of $5.035 billion, down from the previous forecast of $5.9 billion.

Eby said he expects government financial priorities to become a major issue during the upcoming election, with the NDP pledging to continue to fund services and the B.C. Conservatives looking to make cuts.

This report by The Canadian Press was first published Sept. 10, 2024.

Note to readers: This is a corrected story. A previous version said the debt would be going up to more than $129 billion. In fact, it will be almost $129 billion.

The Canadian Press. All rights reserved.

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Economy

Mark Carney mum on carbon-tax advice, future in politics at Liberal retreat

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NANAIMO, B.C. – Former Bank of Canada governor Mark Carney says he’ll be advising the Liberal party to flip some the challenges posed by an increasingly divided and dangerous world into an economic opportunity for Canada.

But he won’t say what his specific advice will be on economic issues that are politically divisive in Canada, like the carbon tax.

He presented his vision for the Liberals’ economic policy at the party’s caucus retreat in Nanaimo, B.C. today, after he agreed to help the party prepare for the next election as chair of a Liberal task force on economic growth.

Carney has been touted as a possible leadership contender to replace Justin Trudeau, who has said he has tried to coax Carney into politics for years.

Carney says if the prime minister asks him to do something he will do it to the best of his ability, but won’t elaborate on whether the new adviser role could lead to him adding his name to a ballot in the next election.

Finance Minister Chrystia Freeland says she has been taking advice from Carney for years, and that his new position won’t infringe on her role.

This report by The Canadian Press was first published Sept. 10, 2024.

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Economy

Nova Scotia bill would kick-start offshore wind industry without approval from Ottawa

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HALIFAX – The Nova Scotia government has introduced a bill that would kick-start the province’s offshore wind industry without federal approval.

Natural Resources Minister Tory Rushton says amendments within a new omnibus bill introduced today will help ensure Nova Scotia meets its goal of launching a first call for offshore wind bids next year.

The province wants to offer project licences by 2030 to develop a total of five gigawatts of power from offshore wind.

Rushton says normally the province would wait for the federal government to adopt legislation establishing a wind industry off Canada’s East Coast, but that process has been “progressing slowly.”

Federal legislation that would enable the development of offshore wind farms in Nova Scotia and Newfoundland and Labrador has passed through the first and second reading in the Senate, and is currently under consideration in committee.

Rushton says the Nova Scotia bill mirrors the federal legislation and would prevent the province’s offshore wind industry from being held up in Ottawa.

This report by The Canadian Press was first published Sept. 10, 2024.

The Canadian Press. All rights reserved.

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