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China high-frequency data: government bond issuance has only accelerated modestly, and growth momentum still needs to be monitored

Institution
J.P. Morgan
Date
2026-07-17
Authors
Tingting Ge, Jiayi Li, Tongfang Yuan, Feng Zhu
Company
-
Ticker
-
Industry
China Macro Economy and Policy
Rating
-
NeutralLow confidenceThe report believes that China's 2Q real GDP came in below expectations, and high-frequency data in July point to slowing export volume growth, pressure on auto sales, and weakening steel production; fiscal issuance has accelerated somewhat, but net financing remains affected by maturities, while the near-term urgency for monetary easing has declined.
AuthorsTingting Ge, Jiayi Li, Tongfang Yuan, Feng Zhu
CoverageAsia-Pacific
Asset classesFixed Income、Real Estate
Business segmentsExport Trade、Industrial Production、Fiscal Policy、Monetary Policy、Auto Sales、Real Estate、Inflation and Commodities
Research firm divisions/subsidiariesJ.P. Morgan(Other)、JPMorgan Chase Bank, N.A., Hong Kong Branch(Other)

AI summary card

China high-frequency data: government bond issuance has only accelerated modestly, and growth momentum still needs to be monitored

J.P. Morgan tracks H2 growth momentum through China's high-frequency alternative data and believes that exports, autos, and parts of industrial production have weakened so far in July; fiscal support may accelerate in 3Q, but the short-term urgency for monetary easing is not high.

This report is a macro and high-frequency data chartbook and does not provide stock ratings, target prices, or expected upside.
China MacroHigh-Frequency DataGovernment Bond IssuanceFiscal PolicyMonetary PolicyExport SlowdownReal EstateInflation
  • China's 2Q GDP came in significantly below expectations, prompting the market to reassess the growth path for the second half of the year, with near-term high-frequency momentum becoming the key observation point.
  • Government bond issuance reached 1170bn yuan so far in July, higher than in June, but more than 450bn yuan of central government bonds mature at month-end, so net issuance still depends on the arrangements in the final week.
  • In July, the PBOC injected a net 1970bn yuan through 7-day pledged OMO operations while draining 300bn yuan through outright reverse repo OMOs; the report postpones its low-confidence rate-cut call from 3Q to 4Q.
  • Typhoon Bavi disrupted major ports in East China, and month-to-date departing container and bulk vessel deadweight tonnage fell 15.4% and 9.0% m/m nsa, respectively, suggesting a slowdown in export volume growth.
  • Auto retail sales continue to weigh on consumption, with passenger vehicle retail sales down 15% yoy and NEV sales down 8% yoy from July 1 to 12.

Report interpretation

Overview

This report is the 59th edition of J.P. Morgan's China alternative data tracker chartbook. It uses high-frequency indicators such as port shipping, auto sales, industrial operating rates, government bond issuance, OMO operations, real estate transactions, and energy and agricultural product prices to assess China's economic activity, policy pace, and inflation pressures so far in July. The core backdrop of the report is that China's 2Q real GDP came in below expectations, and despite an upside surprise in industrial production in June, the growth trajectory for the second half of the year needs to be reassessed.

Core views

The core judgment of the report is that China's growth momentum remains unsteady so far in July: export volume growth has slowed due to typhoon disruptions and weaker shipping data, while auto sales and parts of industrial production remain soft; on the fiscal side, government bond issuance has already increased, but central government bond maturities will affect full-month net issuance, and J.P. Morgan expects fiscal deployment to accelerate in 3Q to use the remaining quota; on the monetary side, the 2Q MPC statement and the PBOC press conference indicate that near-term easing is not urgent, and the policy framework is gradually shifting toward price-based tools, so the low-confidence rate-cut expectation has been postponed from 3Q to 4Q.

Analysis framework

The report adopts an approach of mapping high-frequency alternative data to official monthly economic activity, cross-validating indicators such as port vessel deadweight tonnage, CCFI route freight rates, factory operating rates, auto retail sales, housing transactions, bond issuance progress, OMO liquidity operations, and price indices against official macro components including exports, industrial production, consumption, fiscal policy, monetary policy, real estate, and inflation.

Methodology notes

  • High-Frequency Data TrackingAlternative Data to Official Activity Mapping

    Use high-frequency indicators to anticipate official economic activity

    The report maps port transportation, industrial operating rates, auto retail sales, housing transactions, and price data to official macro components such as exports, production, consumption, real estate, and inflation to assess economic momentum so far in July.

  • Policy TrackingFiscal Issuance and Liquidity Operations Monitoring

    Government bond issuance and PBOC operations reflect the policy pace

    The report assesses the intensity of fiscal support and the urgency of monetary easing through the issuance progress of central government bonds, special treasury bonds, and local government bonds, as well as PBOC OMO injections and withdrawals.

Asset mapping & comparison

Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).

  • China Government Bonds
    Directly related
    Strengths
    The scale of fiscal issuance has increased so far in July, potentially signaling faster fiscal deployment in 3Q.
    Weaknesses
    Central government bond maturities exceed 450bn yuan at month-end, leaving uncertainty over full-month net issuance.
    Comparison
    Year-to-date CGB issuance progress is 52.9%, below last year's 57.4% pace.
    Risks
    If net financing falls short of expectations, fiscal support for growth may be weaker than the market expects; if issuance accelerates sharply, it could create supply pressure.
  • RMB Rates and Money Market
    Directly related
    Strengths
    The PBOC has injected a net 1970bn yuan through 7-day pledged OMO operations, showing continued support via liquidity operations.
    Weaknesses
    The 2Q MPC statement and PBOC press conference show a lack of urgency for near-term easing, and rate-cut expectations have been postponed.
    Comparison
    The report postpones its low-confidence rate-cut call from 3Q to 4Q and believes a 10bp adjustment would be more of a policy signal than a strong easing shock.
    Risks
    If growth continues to weaken, policy expectations may move forward again; if the central bank remains restrained, room for rates to fall may be limited.
  • China Export and Shipping Chain
    Highly related
    Strengths
    Departing vessel deadweight tonnage excluding oil tankers is still up 8.7% yoy so far in July, and there may be compensatory recovery after ports normalize.
    Weaknesses
    The yoy growth rate has slowed significantly from June's 17.2%, and both departing container and bulk cargo volumes have fallen m/m nsa.
    Comparison
    CCFI to USEC and USWC rose 8.6% and 14.9%, respectively, versus two weeks ago, while the Persian Gulf/Red Sea route rose another 6.6%.
    Risks
    Typhoon disruptions, geopolitical tensions, and changes in external demand may continue to affect transport volumes and freight rates.
  • China Auto and Consumption Chain
    Related
    Strengths
    NEV sales fell 8% yoy, a smaller decline than overall passenger vehicles.
    Weaknesses
    Passenger vehicle retail sales fell 15% yoy from July 1 to 12, continuing to drag on retail sales.
    Comparison
    The report believes the decline in auto production units may widen further from June's -0.2%.
    Risks
    Subsidy roll-off, reduced purchase tax incentives, and rising fuel costs may continue to suppress demand.
  • China Real Estate Chain
    Related
    Strengths
    The contraction in new home sales in 30 cities narrowed from -7.3% in June to -1.0% so far in July, while existing home sales in major cities still rose 3.5% yoy.
    Weaknesses
    Existing home growth slowed from 12.3% in June, and the listed price index for existing homes continues to decline.
    Comparison
    Existing homes are still outperforming the same period last year, but the slope of improvement is weaker than in the previous month.
    Risks
    Declining land sale revenue continues to drag on government fund income, and weak home price expectations may limit transaction recovery.
  • Energy, Chemicals, and Agricultural Product Prices
    Related
    Strengths
    Copper prices remain elevated supported by AI-related demand, and aluminum prices have rebounded over the past two weeks.
    Weaknesses
    Domestic gasoline, diesel, LNG, and LPG prices were still falling in early July, prices of most petrochemical products declined further, and agricultural food prices fell 2.3% yoy.
    Comparison
    The yoy decline in wholesale pork prices narrowed from -28.3% in June to -25.1%.
    Risks
    US-Iran tensions have caused Brent oil prices to surge, and if this passes through to domestic energy and chemical prices, it could alter the inflation path.

Key data

  • Government bond issuance so far in July1170bn yuanThe scale has exceeded June, but more than 450bn yuan of central government bonds mature at month-end.
  • CGB issuance so far in July845bn yuanIncluding planned issuance in the coming week; June was 318bn yuan.
  • Year-to-date CGB issuance progress52.9% of annual issuance targetBelow last year's 57.4% pace over the same period.
  • Special CGB issuance so far in July190bn yuanJune was 204bn yuan, remaining relatively steady.
  • Special LGB issuance so far in July222bn yuanJune was 572bn yuan, indicating a slower issuance pace.
  • PBOC 7-day pledged OMO net injection1970bn yuanData so far in July.
  • PBOC outright reverse repo OMO withdrawal300bn yuanData so far in July.
  • Departing vessel deadweight tonnage yoy8.7% oya mtdExcluding oil tankers; June was 17.2%, showing slower export volume growth.
  • Departing container vessel deadweight tonnage-11.6% oya / -15.4% m/m nsa mtdData so far in July, affected by Typhoon Bavi.
  • Departing bulk vessel deadweight tonnage13.2% oya / -9.0% m/m nsa mtdBulk cargo includes grain, coal, iron ore, steel products, etc.
  • Passenger vehicle retail sales from July 1 to 12-15% oyaAffected by lower replacement subsidies per vehicle, reduced purchase tax cuts, and higher fuel costs.
  • NEV sales from July 1 to 12-8% oyaThe decline was smaller than that of overall passenger vehicles.
  • New home sales in 30 cities-1.0% oya mtdJune was -7.3%, with the contraction narrowing.
  • Existing home sales in major cities3.5% oya mtdStill growing year over year, but below June's 12.3% growth rate.
  • Agricultural food prices-2.3% oya mtdJune was -0.5%, implying a larger drag on CPI.
  • Wholesale pork prices-25.1% oyaJune was -28.3%, with the deflation magnitude narrowing from low levels.

Impact & implications

In terms of asset implications, the report leans toward the view that fiscal support still needs to be monitored, the probability of a rapid cut in short-end policy rates has declined, short-term fundamentals for exports and cyclical sectors face disruptions, and the property chain remains in recovery but with a weak slope. Net government bond issuance and the pace of fiscal fund deployment will affect the strength of growth support in 3Q; if port operations recover, export data may partially rebound, but the year-over-year growth rate has already shown cooling. On inflation, the pass-through of external oil price shocks to domestic energy prices is lagged, while food prices continue to drag on CPI.

Risks

  • After 2Q real GDP came in below expectations, if fiscal deployment in 3Q falls short of expectations, the growth recovery may remain weak.
  • Typhoon Bavi's disruption to ports and shipping traffic may temporarily distort July trade data, but insufficient recovery could also reflect cooling external demand.
  • The decline in the urgency of near-term PBOC easing means that if the market has priced in earlier rate cuts, rates and risk assets may face expectation adjustments.
  • Weak high-frequency indicators for auto sales, steel production, and real estate prices may weigh on confidence in consumption, industry, and the property chain.
  • US-Iran tensions have pushed up Brent oil prices, and if these are transmitted to domestic energy prices later, some cost pressures may rise.
  • Agricultural food prices and pork prices remain in year-over-year deflation territory and may continue to suppress headline CPI.

What to watch

  • The issuance schedule for central and local government bonds in the final week of July, as well as full-month net issuance after more than 450bn yuan of CGB maturities.
  • The pace of fiscal fund deployment in 3Q and the progress in using the remaining annual issuance quota.
  • Subsequent PBOC OMO, outright reverse repo OMO, and policy rate operations, especially whether rate-cut expectations continue to shift back from 3Q.
  • Whether departing port vessel deadweight tonnage, container volumes, and CCFI freight rates can recover after typhoon disruptions fade.
  • Whether passenger vehicle and NEV sales improve in late July, and the impact of changes in subsidy and purchase tax policies on demand.
  • New home sales in 30 cities, existing home transactions in major cities, the listed price index, and land sale revenue.
  • The pass-through of Brent oil prices to domestic gasoline, diesel, LNG, LPG, and petrochemical product prices.
  • Whether agricultural food and pork prices continue to drag on headline CPI.
Zhejiang ICP No. 2022035445-5
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