Publication: The Impact of China’s Slowdown on the Asia Pacific Region: An Application of the GVAR Model
Loading...
Date
2015-10
ISSN
Published
2015-10
Author(s)
Editor(s)
Abstract
An export-oriented development strategy fostered the Asia Pacific region’s economic success, making it the fastest growing region in the world. In recent years, despite waning demand from the crisis-hit Western economies, the accelerating demand from China boosted intraregional trade in Asia. Although China’s Asian trading partners benefit from increasing exports to China, this stronger linkage with China has made them more vulnerable to the risk of a Chinese slowdown. This paper examines the impact of a negative Chinese gross domestic product (GDP) shock on Asian economies by employing the Global Vector Autoregressive (GVAR) model, using the dataset through the third quarter of 2014 for 33 countries. The analysis finds that a negative Chinese GDP shock impacts commodity exporters, such as Indonesia, to the greatest extent, reflecting both demand and terms of trade shocks. Export-dependent countries in the East Asian production cycle, such as Japan, Malaysia, Singapore and Thailand, are also severely affected. The analysis also finds that a negative shock to China’s real GDP would not only have an adverse effect on the price of crude oil, as some previous studies have also shown, but also on the prices of metals and agricultural products. The study also investigates the impact of a potential negative shock to the real GDP of the United States on Asian countries, and determines that although the U.S. economy has a larger influence on Asian economies than China’s economy, the Asian countries are more exposed to China than ever through increased economic ties.
Link to Data Set
Citation
“Inoue, Tomoo; Kaya, Demet; Ohshige, Hitoshi. 2015. The Impact of China’s Slowdown on the Asia Pacific Region: An Application of the GVAR Model. Policy Research Working Paper;No. 7442. © World Bank. http://hdl.handle.net/10986/22871 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication The Macroeconomic Implications of Climate Change Impacts and Adaptation Options(Washington, DC: World Bank, 2025-05-29)Estimating the macroeconomic implications of climate change impacts and adaptation options is a topic of intense research. This paper presents a framework in the World Bank's macrostructural model to assess climate-related damages. This approach has been used in many Country Climate and Development Reports, a World Bank diagnostic that identifies priorities to ensure continued development in spite of climate change and climate policy objectives. The methodology captures a set of impact channels through which climate change affects the economy by (1) connecting a set of biophysical models to the macroeconomic model and (2) exploring a set of development and climate scenarios. The paper summarizes the results for five countries, highlighting the sources and magnitudes of their vulnerability --- with estimated gross domestic product losses in 2050 exceeding 10 percent of gross domestic product in some countries and scenarios, although only a small set of impact channels is included. The paper also presents estimates of the macroeconomic gains from sector-level adaptation interventions, considering their upfront costs and avoided climate impacts and finding significant net gross domestic product gains from adaptation opportunities identified in the Country Climate and Development Reports. Finally, the paper discusses the limits of current modeling approaches, and their complementarity with empirical approaches based on historical data series. The integrated modeling approach proposed in this paper can inform policymakers as they make proactive decisions on climate change adaptation and resilience.Publication Global Poverty Revisited Using 2021 PPPs and New Data on Consumption(Washington, DC: World Bank, 2025-06-05)Recent improvements in survey methodologies have increased measured consumption in many low- and lower-middle-income countries that now collect a more comprehensive measure of household consumption. Faced with such methodological changes, countries have frequently revised upward their national poverty lines to make them appropriate for the new measures of consumption. This in turn affects the World Bank’s global poverty lines when they are periodically revised. The international poverty line, which is based on the typical poverty line in low-income countries, increases by around 40 percent to $3.00 when the more recent national poverty lines as well as the 2021 purchasing power parities are incorporated. The net impact of the changes in international prices, the poverty line, and new survey data (including new data for India) is an increase in global extreme poverty by some 125 million people in 2022, and a significant shift of poverty away from South Asia and toward Sub-Saharan Africa. The changes at higher poverty lines, which are more relevant to middle-income countries, are mixed.Publication Geopolitical Fragmentation and Friendshoring(Washington, DC: World Bank, 2025-06-26)This paper examines the relationship between geopolitical fragmentation and friendshoring of foreign investments over time, countries, and sectors. The analysis uses comprehensive data on foreign direct investments covering greenfield projects, mergers and acquisitions, and stocks of affiliates, as well as data on four alternative measures of geopolitical distance between countries. The gravity estimations suggest that, first, geopolitical differences have a negative effect on foreign investments and the magnitude has heightened in the post-pandemic period compared to a decade ago. Second, it is primarily the companies from advanced Western economies whose foreign investment decisions are increasingly shaped by friendshoring forces. Finally, the paper shows that friendshoring is not only confined to strategic industries, implying that allocations of foreign direct investments may not solely reflect national security or resilience considerations.Publication Soaring Food Prices Threaten Recent Economic Gains in the EU(Washington, DC: World Bank, 2025-07-02)The surge in food prices following the 2021 economic rebound has become a significant concern for households, particularly low-income ones, in Bulgaria, Croatia, Poland, and Romania. Food price inflation, which surpasses general inflation rates, risks worsening poverty and food insecurity in these countries. This paper explores the distributional impacts of rising food prices and the effectiveness of government response measures. Low-income households, who allocate a larger share of their income to food, are disproportionately affected and are struggling to cope with unexpected expenses, leading to increased difficulties in accessing proper nutrition. Simulations indicate that rising food prices contribute to higher poverty rates and greater income inequality, especially among vulnerable populations. They also suggest that the main poverty-targeted social assistance schemes offer critical support for the extreme poor, but expanding both coverage and benefits is vital to shield all at-risk individuals. Targeted policies that balance immediate relief with long-term resilience-building are essential to addressing the challenges posed by escalating food prices.Publication Disentangling the Key Economic Channels through Which Infrastructure Affects Jobs(Washington, DC: World Bank, 2025-04-03)This paper takes stock of the literature on infrastructure and jobs published since the early 2000s, using a conceptual framework to identify the key channels through which different types of infrastructure impact jobs. Where relevant, it highlights the different approaches and findings in the cases of energy, digital, and transport infrastructure. Overall, the literature review provides strong evidence of infrastructure’s positive impact on employment, particularly for women. In the case of electricity, this impact arises from freeing time that would otherwise be spent on household tasks. Similarly, digital infrastructure, particularly mobile phone coverage, has demonstrated positive labor market effects, often driven by private sector investments rather than large public expenditures, which are typically required for other large-scale infrastructure projects. The evidence on structural transformation is also positive, with some notable exceptions, such as studies that find no significant impact on structural transformation in rural India in the cases of electricity and roads. Even with better market connections, remote areas may continue to lack economic opportunities, due to the absence of agglomeration economies and complementary inputs such as human capital. Accordingly, reducing transport costs alone may not be sufficient to drive economic transformation in rural areas. The spatial dimension of transformation is particularly relevant for transport, both internationally—by enhancing trade integration—and within countries, where economic development tends to drive firms and jobs toward urban centers, benefitting from economies scale and network effects. Turning to organizational transformation, evidence on skill bias in developing countries is more mixed than in developed countries and may vary considerably by context. Further research, especially on the possible reasons explaining the differences between developed and developing economies, is needed.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Measuring Monetary Policy in Open Economies(2010-03-01)The paper extends Bernanke and Mihov's [6] closed-economy strategy for identification of monetary policy shocks to open-economy settings, accounting for the simultaneity between interest-rate and exchange-rate innovations. The methodology allows a separate treatment of two distinct monetary policy shocks, one that operates through open market operations, and another one that takes place through interventions in the foreign exchange market. Implementation of this strategy to the case of Argentina provides the stylized facts necessary to choose among competing theoretical models of this economy. In addition to studying the effects of monetary policy innovations, the present study sheds light on the endogenous component of monetary policy. In this regard, the paper finds that, notwithstanding the relative stability of the exchange rate and the accumulation of large amounts of international reserves, the central bank in Argentina has been far from absorbing balance of payments shocks in a currency-board fashion. The growing level of international reserves can be rationalized, instead, as the monetary authority's response to terms of trade, supply and domestic currency demand shocks.Publication Tinker, Taper, QE, Bye? The Effect of Quantitative Easing on Financial Flows to Developing Countries(World Bank, Washington, DC, 2014-03)This paper examines gross financial inflows to developing countries between 2000 and 2013, with a particular focus on the potential effects of quantitative easing policies in the United States and other high-income countries. The paper finds evidence for potential transmission of quantitative easing along observable liquidity, portfolio balancing, and confidence channels. Moreover, quantitative easing had an additional effect over and above these observable channels, which the paper argues cannot be attributed to either market expectations or changes in the structural relationships between inflows and observable fundamentals. The baseline estimates place the lower bound of the effect of quantitative easing at around 5 percent of gross inflows (for the average developing economy), which suggests that of the 62 percent increase in inflows during 2009-13 related to changing global monetary conditions, at least 13 percent of this was attributable to quantitative easing. The paper also finds evidence of heterogeneity among different types of flows; portfolio (especially bond) flows tend to be more sensitive than foreign direct investment to our measured effects from quantitative easing. Finally, the paper performs simulations that explore the potential effects of the withdrawal of quantitative easing on financial flows to developing countries.Publication Malaysia Economic Monitor, June 2013(Washington, DC, 2013-06)Following a strong performance in 2012, Malaysia's economy hit a soft patch in the first quarter of 2013. Economic growth has been supported by the strong, broad-based performance of domestic consumption and investment from public and private sources. The acceleration of investment growth has been a key feature of the recent growth trend. Public and private consumption has also underpinned growth. Accommodative fiscal and monetary policies have supported both higher (real) household incomes and sustained credit growth, which along with firm labor markets provided a solid backdrop for consumption growth even as agricultural commodity prices declined. Despite significant expenditure overruns, the government met its fiscal deficit target for 2012. Supply-side factors kept inflation subdued amidst robust domestic demand. Monetary authorities emphasized macro-prudential regulation as the policy interest rate continued to be pulled in two directions. Malaysia is likely to continue posting solid growth rates in 2013 and 2014. Growth in 2013 is projected to come at 5.1 percent, supported by the strong momentum in investment growth, still-accommodative fiscal and monetary policies, higher household income due to tight labor markets, and modest improvement in the export sector. The sustainability of Malaysia's favorable near-term prospects into 2015 and beyond continues to hinge on the implementation of structural reforms. Having a rigorous investigation of the effectiveness of various tax incentives across different industries, and comparing the benefits with the costs in foregone revenues, will provide important lessons, to Malaysia and other countries, of the appropriate role for fiscal incentives in horizontal diversification.Publication Growth and Competitiveness as Factors of Eurozone External Imbalances : Evidence and Policy Implications(World Bank, Washington, DC, 2013-12)The paper assesses the contribution of key factors associated with external imbalances in the Eurozone through the estimation of a panel-data vector autoregressive model over 1975-2011. Growth fluctuations, initially associated with demand booms triggered by unusually low interest rates and later with demand contractions resulting from the crisis and policy adjustments, have been key drivers of current account fluctuations. Changes in competitiveness, measured by real exchange rates or unit labor costs, have played a less important role. Demand shocks have contributed more to current account balance dynamics in the Eurozone periphery than in the core, whereas competitiveness has been a less prominent factor in the periphery but relatively more important in the core. Changes in competitiveness are positively associated with changes in growth. Preventing imbalances from building up in a context of growing financial integration and easy finance warrants enhanced mutual surveillance of fiscal imbalances, but also better regulation of credit markets to prevent excess leverage and concentration of lending in investments prone to speculative bubbles. Coordination of fiscal policy across the Eurozone would facilitate the management of external imbalances without placing an often unwarranted burden on fiscal tightening in countries with sound fiscal positions affected by credit booms. The policies of internal devaluation implemented in the periphery, aimed at promoting external competitiveness, may have had only limited effectiveness in restoring the external balance to equilibrium.Publication Are International Food Price Spikes the Source of Egypt's High Inflation?(World Bank, Washington, DC, 2012-08)This paper examines whether domestic inflation spikes in Egypt during 2001-2011 were primarily the result of external food price shocks. To estimate the pass-through of international food price inflation to domestic price inflation, two different methodologies are used: a two-step regression model estimates the pass-through in the long run, and a vector autoregression model provides the short-run estimates. The empirical evidence confirms that pass-through is high in the short term, but not in the long run. More precisely, the results show that (i) long-run pass-through to domestic food inflation is relatively low, lying between 13 and 16 percent, while the long-term spill-over from domestic food inflation to core inflation is moderate, lying around 60 percent; (ii) in the short term, pass-through is relatively high, estimated around 29 percent after 6 months and around two-thirds after a year, but the spill-over effect to core inflation is limited; (iii) international food price shocks explain only a small portion of domestic inflation shocks in both the short and long terms; and (iv) international price inflation has asymmetric effects on domestic prices.
Users also downloaded
Showing related downloaded files
Publication Governance Matters IV : Governance Indicators for 1996-2004(World Bank, Washington, DC, 2005-06)The authors present the latest update of their aggregate governance indicators, together with new analysis of several issues related to the use of these measures. The governance indicators measure the following six dimensions of governance: (1) voice and accountability; (2) political instability and violence; (3) government effectiveness; (4) regulatory quality; (5) rule of law, and (6) control of corruption. They cover 209 countries and territories for 1996, 1998, 2000, 2002, and 2004. They are based on several hundred individual variables measuring perceptions of governance, drawn from 37 separate data sources constructed by 31 organizations. The authors present estimates of the six dimensions of governance for each period, as well as margins of error capturing the range of likely values for each country. These margins of error are not unique to perceptions-based measures of governance, but are an important feature of all efforts to measure governance, including objective indicators. In fact, the authors give examples of how individual objective measures provide an incomplete picture of even the quite particular dimensions of governance that they are intended to measure. The authors also analyze in detail changes over time in their estimates of governance; provide a framework for assessing the statistical significance of changes in governance; and suggest a simple rule of thumb for identifying statistically significant changes in country governance over time. The ability to identify significant changes in governance over time is much higher for aggregate indicators than for any individual indicator. While the authors find that the quality of governance in a number of countries has changed significantly (in both directions), they also provide evidence suggesting that there are no trends, for better or worse, in global averages of governance. Finally, they interpret the strong observed correlation between income and governance, and argue against recent efforts to apply a discount to governance performance in low-income countries.Publication Governance Matters VIII : Aggregate and Individual Governance Indicators 1996–2008(2009-06-01)This paper reports on the 2009 update of the Worldwide Governance Indicators (WGI) research project, covering 212 countries and territories and measuring six dimensions of governance between 1996 and 2008: Voice and Accountability, Political Stability and Absence of Violence/Terrorism, Government Effectiveness, Regulatory Quality, Rule of Law, and Control of Corruption. These aggregate indicators are based on hundreds of specific and disaggregated individual variables measuring various dimensions of governance, taken from 35 data sources provided by 33 different organizations. The data reflect the views on governance of public sector, private sector and NGO experts, as well as thousands of citizen and firm survey respondents worldwide. The authors also explicitly report the margins of error accompanying each country estimate. These reflect the inherent difficulties in measuring governance using any kind of data. They find that even after taking margins of error into account, the WGI permit meaningful cross-country comparisons as well as monitoring progress over time. The aggregate indicators, together with the disaggregated underlying indicators, are available at www.govindicators.org.Publication Breaking the Conflict Trap : Civil War and Development Policy(Washington, DC: World Bank and Oxford University Press, 2003)Most wars are now civil wars. Even though international wars attract enormous global attention, they have become infrequent and brief. Civil wars usually attract less attention, but they have become increasingly common and typically go on for years. This report argues that civil war is now an important issue for development. War retards development, but conversely, development retards war. This double causation gives rise to virtuous and vicious circles. Where development succeeds, countries become progressively safer from violent conflict, making subsequent development easier. Where development fails, countries are at high risk of becoming caught in a conflict trap in which war wrecks the economy and increases the risk of further war. The global incidence of civil war is high because the international community has done little to avert it. Inertia is rooted in two beliefs: that we can safely 'let them fight it out among themselves' and that 'nothing can be done' because civil war is driven by ancestral ethnic and religious hatreds. The purpose of this report is to challenge these beliefs.Publication Design Thinking for Social Innovation(2010-07)Designers have traditionally focused on enchancing the look and functionality of products.Publication Government Matters III : Governance Indicators for 1996-2002(World Bank, Washington, DC, 2003-08)The authors present estimates of six dimensions of governance covering 199 countries and territories for four time periods: 1996, 1998, 2000, and 2002. These indicators are based on several hundred individual variables measuring perceptions of governance, drawn from 25 separate data sources constructed by 18 different organizations. The authors assign these individual measures of governance to categories capturing key dimensions of governance and use an unobserved components model to construct six aggregate governance indicators in each of the four periods. They present the point estimates of the dimensions of governance as well as the margins of errors for each country for the four periods. The governance indicators reported here are an update and expansion of previous research work on indicators initiated in 1998 (Kaufmann, Kraay, and Zoido-Lobat 1999a,b and 2002). The authors also address various methodological issues, including the interpretation and use of the data given the estimated margins of errors.