Months later, political scientists will come up with different, much more “evidence-based” explanations, but by then it will be too late. No one listens to them because the die has been cast. Which is why it may already be too late for research by Dr Richard Denniss and others at the Australia Institute to debunk the quite misguided notion that it was all the people who’d be hurt by the franking credits policy voting against an evil-intentioned Labor Party. When you see Denniss’ quite startling findings it should also disabuse you of the notion that, particularly in a country as big and varied as ours, a party’s loss of an election could ever be, as the academics say, “mono-causal” rather than “multi-factorial”. Labor’s performance was disappointing (for its supporters, anyway), not disastrous. The composition of the House of Reps has changed surprisingly little. So it may surprise you, but shouldn’t, that as well as there being lots of electorates that swung to the Coalition (measured on a two-party-preferred basis), there were also lots of electorates than swung to Labor.

Get this: the seats that swung to the Coalition were mainly those whose voters had low incomes, whereas the seats that swung to Labor tended to be those whose voters had high incomes. Among the seats with the 10 biggest swings to Labor were five from Victoria, three from NSW and one each from WA and the ACT. The swings varied from 3.7 per cent to 6.6 per cent. In all but two of those seats, they had at least twice the proportion of high income-earners (people in the top 20 per cent) than the national average. Under the Coalition’s three-stage tax plan, voters in the same eight electorates are estimated to get tax cuts in 2024 varying from 49 per cent more to double the national average. Across Australia, the average value of franking credits per taxpayer is $695 a year. In those eight electorates (five of which are held by the Coalition), the average value ranges from $1213 to $2578 a year.

Now let’s look at the 10 electorates with the biggest swings to the Coalition – six in Queensland and four in NSW. The swings varied from 6 per cent to 11.3 per cent. All of the seats had less than the national average of people with high incomes. And for all but one of them, the average tax cut in 2024 will be below the national average. Illustration: Matt Davidson Credit: How much do they get in franking credits? All 10 seats get less than the $695-a-year national average. Between 83 per cent and 16 per cent of the average, to be precise. Looking more generally, electorates with more people on low and middle incomes tended to swing to the Coalition, whereas electorates with more people on high incomes tended to swing to Labor. Next, since it’s the (well-off) retired who would have been hit by the plan to end refunds of unused franking credits, the researchers looked at the voting trend for electorates with a high share of voters over 65.

They found only a very slight tendency for such electorates to move their votes to the Coalition. So, what should we make of all this? Well, for a start, the figures allow us to rule out some possibilities, but leave others open. Labor's plan to change tax arrangements on dividends have been credited as a major cause for its election loss. Credit:Paul Harris They seem to refute the contention that many well-off retirees (or even prospective well-off retirees) moved their votes away from Labor because they were deeply opposed to the planned changes to franking credits. They leave open the possibility than many less well-off voters moved their vote away from Labor because they disapproved of the way well-off retirees were to be treated. If so, they were being very magnanimous towards people better off than themselves.

Possible, but not likely. It’s easier to believe they (or, at least, some of them) were renters voting against Labor in response to the real estate agents’ scare campaign claiming Labor’s plan to limit negative gearing would force up rents. Loading Turning to the higher-income electorates, there’s little sign of many people moving their votes away from Labor because of their opposition to its franking credit plan – or to its move against negative gearing, for that matter. According to Denniss, it looks like renters voted to help their landlords keep their tax lurks, whereas the landlords voted for Labor’s offer of free childcare and the restoration of penalty rates for their tenants. Well, maybe. What can be said with more confidence is that it’s hard to see much sign of an outbreak of class warfare.