Publication:
Regional Integration and Technology Diffusion : The Case of the North America Free Trade Agreement

Loading...
Thumbnail Image
Files in English
English PDF (885 KB)
799 downloads
English Text (37.14 KB)
120 downloads
Published
2003-09
ISSN
Date
2014-04-30
Editor(s)
Abstract
The literature on regional integration agreements (RIAs) is vast and deals with political, economic, and political economy issues. The literature on the economics of RIAs deals mostly with static effects, and concludes that these effects are, in general, ambiguous. So far there has been no empirical analysis of the dynamic effects of RIAs based on their impact on technology diffusion from partner and nonpartner countries. Schiff and Wang's paper is a first attempt in this direction. The authors examine the impact of the North America Free Trade Agreement (NAFTA) on total factor productivity in Mexico through its impact on trade-related technology transfers from OECD countries. They estimate trade-related technology diffusion by using a measure of trade-related foreign research and development (R&D). Foreign R&D is constructed based on industry-specific R&D in the OECD, OECD-Mexico trade patterns, and input-output relations in Mexico. The authors find that: Mexico's trade with its NAFTA partners had a large and significant impact on Mexico's total factor productivity, while trade with the rest of the OECD did not. Simulating the impact of NAFTA has led to a permanent increase in total factor productivity in Mexico's manufacturing sector of between 5.5 percent and 7.5 percent and to some convergence with the economies of Canada and the United States.
Link to Data Set
Citation
Schiff, Maurice; Wang, Yanling. 2003. Regional Integration and Technology Diffusion : The Case of the North America Free Trade Agreement. Policy Research Working Paper;No. 3132. © http://hdl.handle.net/10986/18110 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Report Series
Other publications in this report series
  • Publication
    Climate and Social Sustainability in Fragility, Conflict, and Violence Contexts
    (Washington, DC: World Bank, 2026-01-07) Cuesta Leiva, Jose Antonio; Huff, Connor
    Climate change is widely recognized as a driver of violent conflict, but its broader social effects remain less understood. Ignoring these dimensions risks a vicious cycle where climate policies might undermine socially just adaptation. Evidence is still limited on how climate shocks influence political participation, trust, or migration. This paper helps fill that gap by examining links between climate change, conflict, and social sustainability, with a focus on inclusion, resilience, cohesion, and legitimacy. Using secondary data from 2019–24, the study applies simple correlation-based methods to test three hypotheses on the nature, severity, and composition of these associations. The analysis combines multiple climate impact measures, new conflict classifications, recent social sustainability frameworks, and controls for population and geography. The results reveal strong correlations—not causation—between climate events and contexts of fragility, conflict, and violence. Climate impacts are most pronounced in both national and subnational conflict settings. The study also finds robust links between fragility, conflict, and violence and low levels of social sustainability, reflecting its role as both a driver and consequence of conflict. Some dimensions—such as violent events and insecurity—appear weaker in areas most affected by climate shocks. Two of the hypotheses are supported, and one remains inconclusive.
  • Publication
    The Macroeconomic Implications of Climate Change Impacts and Adaptation Options
    (Washington, DC: World Bank, 2025-05-29) Abalo, Kodzovi; Boehlert, Brent; Bui, Thanh; Burns, Andrew; Castillo, Diego; Chewpreecha, Unnada; Haider, Alexander; Hallegatte, Stephane; Jooste, Charl; McIsaac, Florent; Ruberl, Heather; Smet, Kim; Strzepek, Ken
    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
    Institutional Capacity for Policy Implementation: An Analytical Framework
    (Washington, DC: World Bank, 2026-01-07) Kim, Galileu; Kumar, Tanu; Ramalho, Rita; Russell, Stuart
    State capacity is an important prerequisite for policy implementation, yet at the country level it is difficult to measure, assess, and reform. This paper proposes a focus on institutional capacity: the ability of public institutions to implement the specific policy mandates for which they are responsible. Based on a review of existing literature, the paper defines the different dimensions that compose institutional capacity and groups them into two cross-cutting categories: organizational dimensions (personnel, financial resources, information systems, and management practices) and governance dimensions (transparency, independence, and accountability). The paper proposes measures for organizational and governance dimensions using existing data, shows intra-institutional variation of these measures within countries, and discusses how new data could be collected for better measurement of these concepts. Finally, the paper illustrates how the framework can be used to diagnose the sources of common problems related to weak policy implementation.
  • Publication
    South Africa’s Fragmented Cities: The Unequal Burden of Labor Market Frictions
    (Washington, DC: World Bank, 2026-01-08) Baez, Javier E.; Kshirsagar, Varun
    Using high-resolution administrative, census, and satellite data, this paper shows that South African cities are characterized by spatial mismatches between where people live and where jobs are located, relative to 20 global peers. Areas within 5 kilometers of commercial centers have 9,300 fewer residents per square kilometer than expected, which is 60 percent below the global median. Poor, dense neighborhoods are most affected. In Johannesburg, a 10-percentile increase in distance from the nearest business hub corresponds to a 3.7-percentile drop in asset wealth (a proxy of household wellbeing) and 4.9-percentile drop in employment. In Cape Town, the declines are 4.0 and 3.7 percentiles, respectively. Employment is 87 percent lower in the poorest decile than the richest in Johannesburg and 61 percent lower in Cape Town. These findings suggest that South Africa’s spatial organization of people and economic activity constrains agglomeration and reinforces inequality. This methodology provides a scalable and standardized data-driven framework to analyze spatial accessibility and agglomeration frictions in complex, data-constrained urban systems.
  • Publication
    Investment in Emerging and Developing Economies
    (Washington, DC: World Bank, 2026-01-07) Adarov, Amat; Kose, M. Ayhan; Vorisek, Dana
    The world faces a pressing challenge to meet key development objectives amid slowing growth and rising macroeconomic and geopolitical risks. With the number of job seekers rising rapidly, infrastructure shortfalls continuing to be large, and climate costs mounting, the case for a significant investment push has never been stronger. Yet the capacity to respond in many emerging markets and developing economies has eroded. Since the global financial crisis, investment growth has slowed to about half its pace in the 2000s, with both public and private investment weakening. Foreign direct investment inflows—a critical source of capital, technology, and managerial know-how—have also fallen sharply and become increasingly concentrated, leaving low-income countries with only a marginal share. The risks of further retrenchment are significant, as trade tensions, policy uncertainty, and elevated debt levels continue to weigh on investment. Reigniting momentum will require ambitious domestic reforms to strengthen institutions, rebuild macro-fiscal stability, and deepen trade and investment integration—the foundations of a supportive business climate. At the same time, international cooperation is indispensable. A renewed commitment to a predictable system of cross-border trade and investment flows, combined with scaled-up financial support and sustained technical assistance, is essential to help emerging markets and developing economies—especially low-income countries and economies in fragile and conflict situations—bridge financing gaps and implement the domestic reforms needed to restore investment as an engine of growth, jobs, and development.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Assessment of Costs and Benefits of the Customs Union for Kazakhstan
    (World Bank, 2012-01-03) World Bank
    In 2010, Kazakhstan entered into a customs union with Belarus and Russia. The first, relatively easy step in the implementation of the customs union was accomplished in 2010 with the adoption of a common external tariff, with varying exceptions in each of the three member countries. It is the intention of the customs union to eliminate the exceptions, in phases, by 2015. In fact, the goals of the customs union are much more ambitious than implementation of the common external tariff. The governments of the member countries are working to achieve deep integration in key areas. Clearly, successfully addressing the challenge of reducing trade-facilitation costs is a major task that requires significant institutional development both in Kazakhstan and in the other member countries of the customs union. It is very difficult, however, to assess the probability of success that the customs union will have with the reduction of these costs.
  • Publication
    A Preliminary Analysis of the Impact of a Ukraine-EU Free Trade Agreement on Agriculture
    (2010-04-01) von Cramon-Taubadel, Stephan; Hess, Sebastian; Brummer, Bernhard
    Agriculture including food products is of particular interest for Ukraine. However, in free trade agreements involving the European Union, agriculture is always given special treatment and subject to less and slower liberalization than other sectors. This paper employs the standard Global Trade Analysis Project model in order to assess how World Trade Organization accession affects agriculture in Ukraine, and how potential bilateral tariff cuts may interact with potential productivity gains within Ukrainian agriculture. The results indicate that, due to trade liberalization, Ukraine can expect gains from a more efficient allocation of its resources in line with comparative advantage, leading to an increase of production and exports of wheat, other grains, and oilseeds, but also of several processed food products that benefit from less expensive intermediate inputs. However, Ukraine's exports are concentrated on a small number of destinations, especially Russia and some other Former Soviet Union countries because they fail to meet quality standards elsewhere. When Ukrainian production of these products increases due to increased allocative efficiency, exports to Russia increase further and prices there fall, generating negative terms of trade effects that largely offset the allocative gains. Ukrainian imports of agricultural products increase as well, partly because Ukrainian consumers switch to higher quality imported goods even though domestic production increases. Regarding free trade agreement negotiations with the European Union, these results highlight for Ukraine the fact that improved agricultural productivity will help to get most out of improved market access. However, the results also highlight for Ukraine the great importance of adopting internationally accepted quality standards in order to diversify its export structure.
  • Publication
    Unlocking Bangladesh-India Trade : Emerging Potential and the Way Forward
    (World Bank, Washington, DC, 2012-08) De, Prabir; Raihan, Selim; Kathuria, Sanjay
    The primary objective of this study is to analyze the impact on Bangladesh of increased market access in India, both within a static production structure and also identifying dynamic gains. The study shows that Bangladesh and India would both gain by opening up their markets to each other. Indian investments in Bangladesh will be very important for the latter to ramp up its exports, including products that would broaden trade complementarity and enhance intra-industry trade, and improve its trade standards and trade-handling capacity. A bilateral Free Trade Agreement would lift Bangladesh's exports to India by 182 percent, and nearly 300 percent if transaction costs were also reduced through improved connectivity. These numbers, based on existing trade patterns, represent a lower bound of the potential increase in Bangladesh's exports arising from a Free Trade Agreement. A Free Trade Agreement would also raise India's exports to Bangladesh. India's provision of duty-free access for all Bangladeshi products (already done) could increase the latter's exports to India by 134 percent. In helping Bangladesh's economy to grow, India would stimulate economic activity in its own eastern and north-eastern states. Challenges exist, however, including non-tariff measures/barriers in both countries, excessive bureaucracy, weak trade facilitation, and customs inefficiencies. Trade in education and health care services offers valuable prospects, but also suffers from market access issues. To enable larger gains, Bangladesh-India cooperation should go beyond goods trade and include investment, finance, services trade, trade facilitation, and technology transfer, and be placed within the context of regional cooperation.
  • Publication
    Low-Income Developing Countries and G-20 Trade and Investment Policy
    (World Bank, Washington, DC, 2015-09) World Bank Group
    This background paper provides information on the study of the Group of 20 (G-20) and challenges faced by low-income developing countries (LIDCs). The study analyzes LIDCs development challenges and how G-20 economic policies can be coordinated so they can contribute to creating an enabling environment for their development. The focus of the paper is the role that trade and investment policies of G-20 countries play in this context. The paper is composed of three parts 1) the characteristics of LIDCs integration in the world economy, 2) the evolution of G-20 policies that affect LIDCs integration, and 3) the potential for changes in the G-20 trade and investment policy landscape to benefit LIDCs.
  • Publication
    Tunisia's Global Integration : Second Generation of Reforms to Boost Growth and Employment
    (Washington, DC, 2008-05) World Bank
    This report addresses the following issues: Chapter one takes stock of the integration policies implemented since the early 1970s and assessed their impact on foreign direct investments (FDI), exports and employment. Chapter two looks at today's major challenges in the manufacturing sector and the specific policies needed to address them. Chapter three assesses the entry, business, and trade restrictions in Tunisia's key backbone services sectors (telecommunication, banking, air transport, accounting, auditing, and legal services) using a well-focused regulatory questionnaire. The restrictiveness indices calculated from the regulatory questionnaire are then used to benchmark Tunisia against Organisation for Economic Co-operation and Development (OECD) and some emerging economies and to simulate the impact of various liberalization options on the price of services and the economy via a multi-region general equilibrium model. Finally, chapter four examines the prospect for increasing exports and off shoring of a large number of services for which Tunisia has demonstrated a strong capacity for export in recent years. The significant increase in real incomes in Tunisia is the result of solid gross domestic product (GDP) growth since the mid-1960s (5 percent a year), low inflation and the demographic transition, faster than in neighboring countries. In 1996-2007, economic growth has exhibited greater resilience to moderate exogenous shocks, thanks to prudent macroeconomic management public debt declined from 62.4 percent in 2001 to 50.9 percent of GDP in 2007 thanks to pro-active debt management. The resulting decline in the debt service since 2005 combined with steady GDP growth allowed the government to 'protect' capital expenditures and key social spending within the context of low but structural fiscal deficit. While the current account remained in deficit over the last 10 years, foreign exchange reserves increased steadily thanks to increasing FDI inflows. In 2007, international reserves increased by US$ 1 billion to US$ 7.8 billion, representing 4.6 months of imports of goods and services.

Users also downloaded

Showing related downloaded files

  • Publication
    Republic of Congo Country Climate and Development Report - Diversifying Congo's Economy
    (Washington, DC: World Bank, 2023-10-09) World Bank Group
    The Republic of Congo (RoC) CCDR is a new World Bank core diagnostic report that integrate climate change and development considerations. It is intended to help the country prioritize the most impactful actions that can boost adaptation and reduce greenhouse gas (GHG) emissions, while delivering on broader development goals. The CCDR builds on data and rigorous research and identify main pathways to reduce climate vulnerabilities and GHG emissions, including the costs and challenges as well as benefits and opportunities from doing so. The report highlights that RoC could reduce poverty in rural areas by 40% and in urban areas by 20% by 2050 by implementing more ambitious reforms to promote economic diversification and climate resilience. It also concludes that business as usual is not an option. Economic losses could reach up to 17% of GDP by 2050 if reforms to diversify the economy and attract more climate investments are not taken. Climate impacts could also increase total health costs from $92 million in 2010 to $260 million by 2050. The report identifies four priorities to promote sustainable growth in the country: (i) stronger and greener infrastructure and services in electricity, transport, water, and sanitation can deliver transformative results; (ii) More climate-ready education, health systems and social services can save lives and bring critical resources to the poorest; (iii) More investments in natural capital including climate smart agriculture and greater forest management along will help create jobs while reducing carbon emissions; (iv) better climate governance to leverage carbon markets. The forest contributes to US$260 million in timber exports and store over 44 billion tons of carbon dioxide equivalent emissions. Protecting and valorizing the forest is critical to turn the country’s natural capital into wealth. The report emphasizes that the private sector has a critical role to play in mobilizing financing for an ambitious set of reforms and investments in the context of tight fiscal space. This will require raising awareness on risks and opportunities from climate change, and innovative solutions and financial sector reforms.
  • Publication
    Western Balkans 6 Country Climate and Development Report
    (Washington, DC: World Bank Group, 2024-07-16) World Bank Group
    This Regional Western Balkans Countries Climate and Development Report (CCDR) stands out in several ways. In a region that often lacks cohesive regional alliances, this report emphasizes how the challenges faced across countries are often common and interconnected, and, importantly, that climate action requires coordination on multiple fronts. Simultaneously, it illustrates the differences across countries, places, and people that require targeted strategies and interventions. This report demonstrates how shocks and stressors re intensifying and how investments in adaptation could bring significant benefits in the form of avoided losses, accelerated economic potential, and amplified social and economic spillovers. Given the region’s high emission and energy intensity and the limitations of its current fossil fuel-based development model, the report articulates a path to greener and more resilient growth, a path that is more consistent with the aspiration of accession to the EU. The report finds that the net zero transition can be undertaken without compromising the economic potential of the Western Balkans and that it could lead to higher growth than under the Reference Scenario (RS) with appropriate structural reforms.
  • Publication
    Dominican Republic Country Climate and Development Report
    (Washington, DC: World Bank, 2023-11-30) World Bank Group
    The Dominican Republic has made significant progress in boosting economic growth and reducing poverty, but it still faces challenges to achieve inclusive and equitable development, increase productivity, and improve the competitiveness and sustainability of primary sectors like agriculture, water, tourism, and energy. The National Development Strategy (NDS) and the National Multi‑Year Public Sector Plan (NPSP) aim to address development and climate challenges and promote a green, inclusive and resilient future. The DR is highly vulnerable to climate change, which is likely to compound existing development challenges. By 2050, climate change impacts are expected to decrease labor productivity and affect health, crop yields, tourism, infrastructure capital, and natural ecosystems such as forests and coastal areas. Climate change also poses risks to the financial system such as the banking sector's heightened credit exposure to tropical cyclones and droughts. Although the DR has a small carbon footprint, the country's GHG emissions have been rising, mainly in the energy, waste, and agricultural sectors. Fostering a low‑carbon growth path can support the country's climate change goals while bringing important development co‑benefits. The Dominican Republic CCDR employs a version of the MANAGE model. This CCDR further extends the model to incorporate the path of emissions from key sectors (transport, energy, AFOLU), and to incorporate DR‑specific climate damage functions to introduce the impact of climate change on the economy.
  • Publication
    Indonesia Country Climate and Development Report
    (World Bank, Washington DC, 2023-04-28) World Bank Group
    Climate challenges in Indonesia are intertwined with the country’s growth and development trajectories. Indonesia’s Country Climate and Development Report (CCDR) takes a historical look at climate and development challenges in Indonesia to: (i) present a baseline for the future low-carbon and climate-resilient journey; and (ii) develop a framework to illustrate climate-growth dynamics. The framework is centered around Indonesia’s abundant supply of carbon-intensive natural resources-land and energy-matched by high demand for those resources in parts of the economy that drive growth-agriculture, urban expansion, industry, transportation, and trade. The resulting emissions have direct and indirect costs. They erode climate resilience and increase costs from climate shocks. Rising carbon content in the economy also imposes sunk costs for the low-carbon transition. Although these challenges are known, and efforts are being made to tackle them, the framework aims to link these economy-wide issues to the ongoing and future reforms that are discussed in the CCDR.
  • Publication
    Kyrgyz Republic Country Climate and Development Report
    (Washington, DC: World Bank, 2025-11-03) World Bank Group
    This Country Climate and Development Report (CCDR) on the Kyrgyz Republic aims to support the country’s development goals amid a changing climate. The CCDR considers two policy scenarios up to 2050: the business-as-usual (BAU) and high-growth scenarios. As it quantifies the likely impacts of climate change on the Kyrgyz economy between now and 2050, the report highlights key government actions to best prepare for and adapt to climate impacts (referred to as “with adaptation” measures), with a particular focus on the time horizon up to 2030. The CCDR also outlines a path to net zero emissions by 2050 (referred to as “with mitigation” measures, “decarbonization,” or, simply, “net zero 2050”), highlighting associated development co-benefits.