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MACROVISION · For journalists and researchers

Press kit

MacroVision is open research on what would happen to households' purchasing power if automation and AI replaced a large share of work. Here you will find the key findings in plain language, precise wording for quotation, downloadable charts and links to the full data.

Three key findings

42 out of 42: displaced workers ended below the control path

Simulation · Step 101

Even when benefits protect them, those who lost their jobs fall behind

"A benefit that maintains today's standard of living protects against a fall, but not against a gap that keeps widening as the economy grows."
  • In all 42 matched comparisons, displaced workers' consumption at the end of 20 years was lower than on the path without automation.
  • Workers who remained employed ended above the control path in all 42 cases.
  • Of 202 completed paths, the consumption of both groups of displaced workers was maintained in only 75.
2 of 18 vs 8 of 18: displaced workers' consumption preserved under full pass-through, renters vs outright owners

Simulation · step 198

Falling prices did not reach renters and mortgage holders

"The benefit tracks the price of goods, but rent and mortgage payments do not fall. People who own their home outright were barely affected by pass-through."
  • Under full pass-through, displaced renters preserved consumption in 2 of 18 paths, versus 8 of 18 for outright owners.
  • The reason in the model: housing payments are fixed amounts, and the benefit is indexed only to the price of goods.
  • The fiscal room for benefits falls by a median 12.6% in year 10, and at the unemployment peak it runs out in 16 of 18 renter paths. So indexing the benefit to housing does not undo the harm either.
  • With the housing profile of Israel's bottom income decile (56.5% renters, rent about 45% of income, 2024 household expenditure survey), preservation at full pass-through falls to 15.3%. When the benefit is also indexed to housing costs it rises to 34.0%.
  • These are descriptive counts within a model, not an economic law.
p = 0.32: no significant relationship yet between AI adoption and employment

Empirical data · Step 194

No evidence yet that AI adoption reduces employment in exposed occupations

"In the data available today, an effect of AI on employment cannot be detected. This does not mean there is no effect, but that it is still too early to measure it."
  • 13 European countries, 39 occupational groups, 848 observations.
  • The estimate leans toward lower employment, but it is not statistically significant (p=0.32).
  • Adoption is measured at the country level rather than the occupation level, and the period covers only two annual changes.
  • In Israel (Labour Force Survey, 2017–2024): professionals' share of the unemployed rose from 16% to 27%, and the over-representation of clerical workers did not grow after 2023. The latest years include the war, so this is a description, not an estimate of AI's effect.

How to report accurately

Instead ofBetter to write
"Study predicts 20% unemployment""The research examines what would happen if unemployment reached 20%"
"Your occupation is at risk of layoffs""The occupation is technically exposed to AI; exposure is not layoffs"
"It has been proven that AI does not harm employment""No significant relationship has been found yet; the data are too early"
"Displaced workers will become poor""In the simulation, displaced workers ended below the path without automation"

Data and methodology

All code and results are reproducible. The findings distinguish between a scenario assumption, a simulation result and an empirical finding.

How to cite

Parnas, I. (2026). MacroVision: Automation, transfers and household purchasing power: thesis synthesis, step 101. https://macrovisionresearch.com/read/displaced-fall-behind

In English: "according to MacroVision research" or "according to a MacroVision simulation", with a link to the article or to this page.

Contact

For inquiries, you can leave a comment on any of the articles on the site. A dedicated address for journalists will be published here soon.