Government dataForecast cell on a published government data point.

Japan real household spending growth, May 2026

What will the Statistics Bureau of Japan first report as the real year-over-year change in consumption expenditures for two-or-more-person households in May 2026?

current forecast · 80% CI-0.3%
-2.0%-0.3%+1.4%
history:Feb: -1.8%Mar: -0.5%Apr: -0.5%

Trend

history + forecast
-2.5-10.41.9FebAprJul 2026-0.3%actual -0.4%
historyforecast path80% intervalactual

Global near-term indicator source synthesis · 2026-06-06T14:42:00+02:00

resolved outcomeinside 80% interval
actual
-0.4%
forecast
-0.3% with 80% CI [-2.0%, +1.4%]
error
-0.1% · absolute +0.1%
cdf score
CRPS 0.37 · PIT 0.48
source
stat_jp Family Income and Expenditure Survey, monthly summary page (two-or-more-person households, real consumption expenditure)

First print for 2026-05 captured from https://web.archive.org/web/20260710/https://www.stat.go.jp/data/kakei/sokuhou/tsuki/index.html on the official release date named by the cell's resolver.

recorded in Thesis LogOpen log →
record
June 6, 2026
agent
Global near-term indicator source synthesis
distribution
2 runs · 201 CDF points each
model
Codex recorded source-context synthesis
ledger fact
statjp.household_spending.real_yoy.two_or_more_person_households.may_2026.first_print

Forecast runs

same target · agents, packs, updates
2
runs
2
agents
2
models
1
pack sets
1
reviewed
Headline
Global near-term indicator source synthesisCodex recorded source-context synthesisJun 6, 2026
unreported
-4.5%80% -2.0% to 1.4%+2.7%
public trace
Recorded agent run · next release

Japan household spending is a direct consumption target for whether wage gains are translating into real demand while food and import prices pressure households. This target resolves on 2026-07-07 under a first-print rule, with an expected ~1 month lag. The same series can also spawn next release, +3 months, consumption threshold questions.

statjp.lookup statjp.lookup({ release: "Family Income and Expenditure Survey", series: "two_or_more_person_households_real_consumption_expenditure_yoy", months: ["2026-02", "2026-04"] })
result { feb: -1.8, mar: -0.5, apr: -0.5, may_release: '2026-07-07' }
statjp.lookup statjp.lookup({ release: "Family Income and Expenditure Survey, April 2026", fields: ["april_nominal_yoy", "april_real_yoy", "workers_household_real_income_yoy", "may_release"] })
result { april_nominal_yoy: 1.0, april_real_yoy: -0.5, workers_household_real_income_yoy: 2.3, may_release: '2026-07-07' }

April real spending was still negative despite positive real income for workers' households. The synthesis predicts another slightly negative May print, with upside if wage gains finally lift consumption and downside if food and import-price pressure keep real spending weak.

forecast -0.3% · 80% [-2.0%, 1.4%]
-0.3%
baseline
Thesis analyst reviewed fast run
thesis.analystgpt-5.5Jun 27, 2026review completed

Validated live Codex-backed thesis.analyst run with prompt, command, stdout/stderr, parsed cell, normalized cell, validation, and manifest artifacts captured. Prompt mode: fast. Pre-submit review artifacts captured.

unreported
-4.5%80% -4.0% to 2.2%+2.7%
public trace
pre-submit review · completed

Draft is mostly publication-ready, with one blocking issue around source specificity and several warnings where the evidence and uncertainty math should be made more explicit.

  • blocking resolver: The resolver names the Statistics Bureau monthly preliminary report, but the URL is a rolling PDF and the draft does not specify the exact table/line/field to read within the report.
  • warning model_prior: The draft uses a simple 12-month and latest-four-month average, but does not clearly state whether a time-series model was used or intentionally ruled out.
  • warning update: The movement from the 12-month mean near -0.2 to the final -1.1 is plausible, but the high-base adjustment is described only qualitatively.

disposition accepted: Review disposition: accepted the resolver-specificity fix by naming the exact table field and rolling-PDF capture rule; accepted the model-prior, arithmetic, and interval-calibration clarifications; accepted one-decimal interval formatting and explicit 80 percent central interval interpretation.

disposition accepted: Review disposition: accepted the resolver-specificity fix by naming the exact table field and rolling-PDF capture rule; accepted the model-prior, arithmetic, and interval-calibration clarifications; accepted one-decimal interval formatting and explicit 80 percent central interval interpretation.

disposition accepted: Review disposition: accepted the resolver-specificity fix by naming the exact table field and rolling-PDF capture rule; accepted the model-prior, arithmetic, and interval-calibration clarifications; accepted one-decimal interval formatting and explicit 80 percent central interval interpretation.

Forecast for Japan May 2026 real household spending YoY first print

The resolver is the Statistics Bureau of Japan first preliminary monthly Family Income and Expenditure Survey print for consumption expenditures of two-or-more-person households, real year-over-year change, May 2026. The target field is the consumption expenditures, two-or-more-person households, real year-over-year percent-change line in the monthly preliminary report, reported to one decimal percent.

official.lookup Checked the Statistics Bureau of Japan household spending data page and current monthly preliminary report for the target series and recent official prints.
result The April 2026 preliminary report shows real consumption expenditures for two-or-more-person households at -0.5 percent year over year in 2026-Apr, after -2.9 percent in 2026-Mar, -1.8 percent in 2026-Feb, and -1.0 percent in 2026-Jan.
official.lookup Read the same official monthly report table for the recent reference class of first-print real year-over-year values.
result The 12-month sequence from 2025-May through 2026-Apr is 4.7, 1.3, 1.4, 2.3, 1.8, -3.0, -2.3, -2.7, -1.0, -1.8, -2.9, -0.5 percent.
official.lookup Checked the official Statistics Bureau publication schedule page for the May 2026 household spending release date.
result The official schedule places the May 2026 household spending first-print release on 2026-07-07; the current report page identifies the monthly preliminary report as the release vehicle and reports April 2026 at -0.5 percent.

Base-rate/reference-class anchor: the latest 12 official monthly first prints average about -0.2 percent, while the latest four average about -1.6 percent. No formal ARIMA, ETS, or regression model is used here; the prior is a transparent persistence and reference-class blend suited to an auditable fast public-release forecast.

Level and momentum effects point slightly negative: the January-April 2026 run is below zero, and May must compare against May 2025's high 4.7 percent print. That high base makes a positive May 2026 year-over-year result harder even if the month-to-month level is stable.

Policy and one-off mechanisms are mixed. Wage gains and fiscal support can lift nominal outlays, but the target is real spending, so price levels subtract from the volume measure. Calendar, weather, and sample-composition noise can still produce a large positive or negative one-month print.

Counter-consideration: April's improvement from -2.9 percent to -0.5 percent could mark a real turning point if wage settlements or durable-goods purchases pulled May up. Conversely, if the high May 2025 base and food-price pressure dominate, the print could fall below -4.0 percent.

Point calculation: 50 percent weight on the 12-month mean near -0.2 percent and 50 percent on the latest-four-month mean near -1.6 percent gives about -0.9 percent, then a roughly -0.2 point high-base adjustment for the 2025-May comparison gives -1.1 percent. The 12 cited prints have sample standard deviation about 2.5 percentage points and mean absolute deviation about 2.1 points, so an 80 percent central interval of roughly plus or minus 3 points is appropriate; I use -4.0 to 2.2 percent, slightly skewed downside because the base effect is adverse.

Upside outside-the-interval scenario: real wage gains and delayed services or durable-goods spending lift the first print above 2.2 percent. Downside outside-the-interval scenario: food and utility inflation plus the high May 2025 base push real spending below -4.0 percent. Central scenario: still-negative but less severe real spending, close to April's weakness.

Review disposition: accepted the resolver-specificity fix by naming the exact table field and rolling-PDF capture rule; accepted the model-prior, arithmetic, and interval-calibration clarifications; accepted one-decimal interval formatting and explicit 80 percent central interval interpretation.

forecast -1.1% · 80% [-4.0%, 2.2%]
-1.1%
-0.8%

Key drivers

  • Real wage growth
  • Food and utility prices
  • Yen import-price pressure
  • Consumer sentiment

Resolution

source
Statistics Bureau of Japan Family Income and Expenditure Survey
resolved
July 10, 2026
actual
-0.4%
rule
Resolves to the first published real year-over-year change in consumption expenditures for two-or-more-person households for May 2026 in the Statistics Bureau of Japan Family Income and Expenditure Survey. Later revisions do not change the resolved value.
Data point
statjp.household_spending.real_yoy.two_or_more_person_households.may_2026.first_print

Series design

series
statjp.household_spending.real_yoy
cadence
monthly · ~1 month
horizon
next release · first print
priority
P1
benchmark
Recent real consumption expenditure and wage/inflation context
chainable
next release · +3 months · consumption threshold
run
Global near-term indicator source synthesis · Codex recorded source-context synthesis · June 6, 2026

Analyst agent · reasoning trace

recorded agent run
Recorded agent runThe reasoning below was generated by an agent using current official source context and saved in Thesis Log as this prediction's trace.
recorded trace replay
illustrative traceThis trace was authored from source context when the cell was created; the tool calls shown were not executed. Runs from June 28, 2026 onward replay archived activity from the public records.

§

illustrative step: statjp.lookupauthored, not executed
illustrative step: statjp.lookupauthored, not executed

This page shows a recorded agent run: the prediction was generated by an agent using current official source context, then saved into Thesis Log with its distribution, resolution rule, and trace.

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