
What are Data Releases
Fundamental Indicators • 2:25 min
Asia and the wider Asia-Pacific region play a central role in today’s global economy. The world’s second-largest economy, China, sits alongside other major players such as Japan and Australia, as well as a cluster of fast-growing, export-driven economies. For traders, that means Asian economic data can move markets well beyond the region itself.
During the Asian trading session, liquidity in key forex pairs, regional indices, and commodity markets often responds directly to fresh data releases.
Figures such as Chinese GDP, Japanese inflation, or Australian employment can shape sentiment for the rest of the trading day, influencing how investors position themselves in Europe and North America as well.
In this guide, we focus on three core economies that frequently drive price action:
For each country, we’ll highlight its key economic indicators, explain why they matter for markets, and outline how traders typically react when the numbers surprise expectations.
You can follow the latest release times and market consensus in AvaTrade’s Economic Calendar, and use this information to build a more informed trading plan.
Open a free AvaTrade demo account and practise trading around Asian data releases in real time.
China’s data often moves CNH (offshore yuan), regional indices and commodity-linked currencies such as AUD and NZD. The table below summarises the main indicators and their typical market impact.
| Indicator | What it measures | Frequency | Why traders care | Typical market impact when data surprises |
| GDP | Total value of goods and services produced | Quarterly | Broad snapshot of Chinese growth momentum | Strong: can support CNH, Asian indices and industrial metals. Weak: can pressure risk assets and support defensive currencies (USD, JPY). |
| Industrial production | Output from factories, mines and utilities | Monthly | Timely gauge of manufacturing strength and external demand | Strong: may lift CNH, AUD, NZD and trade-linked equities. Weak: often weighs on global growth sentiment. |
| Retail sales | Household spending on goods and some services | Monthly | View on domestic demand and consumer confidence | Strong: tends to support CNH and regional indices. Weak: can hurt assets exposed to Chinese consumption. |
| Fixed asset investment (FAI) | Spending on infrastructure, property and long-term assets | Monthly (often year-to-date) | Key for construction and heavy industry; closely linked to commodity demand | Strong: usually positive for industrial metals and commodity currencies. Weak: negative for metals, miners and related FX. |
| PMI (official & Caixin) | Survey-based activity in manufacturing and services | Monthly | Forward-looking signal before hard data such as GDP | Moves around the 50 level or big surprises can trigger quick moves in CNH, AUD, NZD and Asian indices; divergence between surveys can add volatility. |
| CPI | Consumer prices paid by households | Monthly | Tracks inflation pressures and deflation risks | High: may raise expectations of tighter policy, supporting CNH short term. Very low/negative: can fuel growth worries and weigh on commodity currencies. |
| PPI | Prices received by producers (“factory-gate” prices) | Monthly | Early signal of pipeline inflation and industrial profitability | Rising: can hint at future inflation and better margins. Falling: often seen as a sign of weak demand and pressure on commodities. |
| Balance of trade | Difference between export and import values | Monthly | Shows external demand for Chinese goods and China’s imports of commodities and components | Strong exports and solid imports: can support CNH and commodity FX. Weak trade or falling imports: may hurt commodities and related currencies. |
Japan is one of the world’s largest advanced economies and a key player in global financial markets.
The yen (JPY) is widely used as a funding currency, and Japanese data can influence not only JPY pairs, but also global equity indices and bond yields.
| Indicator | What it measures | Frequency | Why traders care | Typical market impact when data surprises |
| GDP | Total value of goods and services produced in Japan | Quarterly | Core gauge of how fast the Japanese economy is expanding or contracting | Strong: can support JPY and the Nikkei 225 if it hints at firmer growth and potential policy shifts. Weak: may pressure JPY and weigh on Japanese equities if it raises concerns about stagnation. |
| CPI (inflation) | Changes in consumer prices for a basket of goods and services | Monthly | Central for Bank of Japan (BoJ) policy, given Japan’s history of low inflation and deflation | Higher-than-expected inflation can lift JPY and JGB yields if markets see scope for reduced monetary stimulus. Lower inflation can weigh on JPY as ultra-loose policy is expected to persist. |
| Core CPI | CPI excluding more volatile items (often fresh food, sometimes energy) | Monthly | Provides a cleaner signal of underlying price pressures for policymakers | Upside surprises in core measures can strengthen expectations of BoJ normalisation and support JPY; downside surprises usually have the opposite effect. |
| Unemployment rate | Share of the labour force without work but actively seeking employment | Monthly | Proxy for labour-market tightness and wage pressures | A falling rate may be JPY-positive if it supports the case for firmer wages and inflation. A sudden rise can hurt risk sentiment and weigh on Japanese equities. |
| Retail sales | Spending by consumers in shops and large retailers | Monthly | Insight into domestic demand and household confidence | Strong: can support JPY and Japanese retailers’ shares. Weak: may weigh on the Nikkei 225 and reinforce a cautious view on growth. |
| Industrial production | Output of factories, mines and utilities | Monthly (often with revisions) | Key gauge of manufacturing health in a major export-driven economy | Strong data can support JPY and export-sensitive stocks; weak output may pressure the Nikkei 225 and encourage safe-haven flows into other currencies. |
| Tankan survey | BoJ survey of business conditions and sentiment | Quarterly | Closely watched forward-looking indicator of corporate confidence and investment plans | Better-than-expected readings, particularly from large manufacturers, can boost JPY and Japanese equities. Poor readings may have the opposite effect. |
| Balance of trade | Difference between export and import values | Monthly | Shows strength of external demand and the impact of energy and import costs | Strong exports or a shrinking deficit can support JPY and export-focused stocks. Weak exports or a wider deficit may weigh on JPY and risk sentiment. |
| BoJ policy decision | Interest-rate setting and guidance from the Bank of Japan | Scheduled meetings (typically 8 times per year) | Major driver of JPY, bond yields and equity markets | A more hawkish tone than expected (less stimulus, hints of tightening) usually lifts JPY and can pressure equities. A more dovish stance often weakens JPY and may support stocks. |
Australia is a developed, resource-rich economy with close ties to Asian demand, particularly from China.
As a result, Australian data can move AUD pairs, local equity indices such as the ASX 200, and commodity markets.
| Indicator | What it measures | Frequency | Why traders care | Typical market impact when data surprises |
| GDP | Total value of goods and services produced in Australia | Quarterly | Core gauge of overall economic growth and the sustainability of Australia’s expansion | Strong: can support AUD and the ASX 200 if it reinforces a positive growth story. Weak: may weigh on AUD and local equities, especially if it raises recession concerns. |
| CPI (inflation) | Changes in consumer prices for a basket of goods and services | Quarterly (headline benchmark), with a monthly indicator | Key input for Reserve Bank of Australia (RBA) policy decisions | Higher-than-expected inflation tends to boost AUD and bond yields if markets price in tighter policy. Softer inflation usually has the opposite effect and can pressure AUD. |
| Unemployment rate | Percentage of the labour force out of work but actively seeking employment | Monthly | Snapshot of labour-market tightness and potential wage pressures | A lower-than-expected rate can be AUD-positive if it supports a case for stronger wages and inflation. A higher rate may hurt AUD and local risk assets. |
| Employment change | Net number of jobs added or lost | Monthly | Highly watched, often market-moving labour-market release | Strong job gains can support AUD, especially against lower-yielding currencies. Weak or negative readings can trigger sharp AUD moves lower. |
| Retail sales | Value of consumer spending in retail outlets | Monthly | Insight into household demand and economic resilience | Strong: generally supportive for AUD and consumer-linked stocks. Weak: can weigh on AUD and the outlook for domestic growth. |
| Trade balance | Difference between the value of exports and imports | Monthly | Reflects demand for Australia’s key exports (iron ore, coal, LNG, agricultural goods) and import trends | Larger surpluses driven by strong commodity exports are often AUD-supportive. A shrinking surplus or unexpected deficit can weigh on AUD and related equities. |
| Building approvals | Number and value of approved new construction projects | Monthly | Forward-looking indicator for housing and construction activity | Strong approvals can support AUD and construction-related stocks. Weak approvals may suggest a cooling housing market and softer domestic demand. |
| Purchasing Managers’ Indices (PMIs) | Survey-based measures of activity in manufacturing and services | Monthly | Early signal of business conditions and momentum | Readings above/below 50 or big surprises can nudge AUD and Australian equity indices, particularly when they shift expectations about growth and rates. |
| RBA cash rate decision | Official interest-rate setting and policy guidance from the RBA | Eight scheduled meetings per year, with dates published in advance | Primary driver of AUD trends and Australian bond yields | A more hawkish outcome than expected (rate rise or tighter guidance) typically lifts AUD and can pressure local equities. A more dovish stance often weakens AUD and may support the ASX 200. |
Asian economic indicators can help you understand how markets are positioned at the very start of the global trading day.
Rather than acting as “automatic signals”, they are one more set of inputs you can blend into your analysis.
A practical way to use them is to:
Use AvaTrade’s demo account to test how Asian data affects your favourite markets before committing real capital.
No. The first reaction is often in Asian hours, but big releases can influence sentiment and positioning in the European and US sessions as well.
Traders often see the biggest moves in CNH and CNY crosses, AUD and NZD pairs, JPY crosses and regional crosses such as AUD/JPY, depending on the release and the surprise.
Usually the surprise versus the consensus forecast is more important. Markets also react to revisions and how the data changes the outlook for growth, inflation or central bank policy.
On some PPP-based measures China is close to or slightly ahead of the United States, while on nominal GDP the US has generally remained larger. For traders, the key point is that China is a major global economy but not the only one driving markets.
** Disclaimer – While due research has been undertaken to compile the above content, it remains an informational and educational piece only. None of the content provided constitutes any form of investment advice.