Abstract
The landscape of the steel industry has changed significantly since the start of the twenty-first century. The countries of the Organisation for Economic Co-operation and Development (OECD) have played an active role in the global steel industry. However, in the past decade, non-OECD countries have also caught up with trends. Non-OECD countries have developed from peripheral players to major centres of global steel production and trade, and they should continue to play a crucial role in the global steel market as a result of steady capacity additions. In addition to changes in the composition of the global steel market, there has been a gradual change in the structure of production technologies in the global steel industry. With the increasing importance of the electric arc furnace (EAF) route, does the blast furnace/basic oxygen furnace (BF/BOF) route still play an important role for non-OECD countries to catch-up with OECD countries? This study provides an in-depth analysis of non-OECD countries’ steel production and trade, and the results indicate that the balance of steelmaking technologies is associated with steel trade structure in non-OECD countries. The BF/BOF route is more likely to be significant for non-OECD countries to become net exporters of steel and diversify and/or to upgrade exports of steel products.
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Introduction
The countries of the Organisation for Economic Co-operation and Development (OECD) have played an active role in the global steel industry.Footnote 1 However, in the past decade, non-OECD countries have also caught up with trends. This has significantly changed the structure of the industry. Some non-OECD countries have rapidly growing steel industries, supported by abundant steelmaking raw materials, very low costs of energy and labour, and growing domestic demand. Non-OECD countries now appear to be participating more in the globalisation process (Kowalski et al. 2015), and steel has been impacting world markets for goods and services.
Since the start of the twenty-first century, non-OECD countries have accounted for an increasing share of global steel demand, with steel import volumes growing significantly to satisfy infrastructure and industrial development needs. To increase the self-sufficiency rates of non-OECD countries and to press forward with industrialisation, extensive ironmaking/steelmaking investments have been carried out in these countries (OECD 2015a). As a result of several investments, non-OECD countries have experienced significant growth in production. China is the principal engine for growth, thereby affecting the global steel market, as well as the global steelmaking raw materials market (Ericsson 2011). Non-OECD countries surpassed the OECD’s crude steel output in 2004, with their share of world crude steel output increasing from 41.6% in 2000 to 70.2% in 2016, indicating that non-OECD countries have played a significant role in the global steel market (Fig. 1a, b and Appendix Table 7).Footnote 2 As a result of China’s rapid capacity expansion and its accession to the World Trade Organisation in 2001, the country has become the largest producer and consumer of steel, as well as the world’s biggest steel exporter.Footnote 3 Aside from China, the gap of crude steel output between OECD and non-OECD countries (excluding China) has been shrinking over the last decade.
In addition to changes in the composition of the global steel market, there has been a gradual change in the structure of production technologies in the global steel industry (Fig. 2a, b). Crude steel is produced via two primary production routes, that is, the integrated steelmaking route, based on the blast furnace/basic oxygen furnace (BF/BOF) and the electric arc furnace (EAF) route. Since the past several decades, efforts to modernise steel production facilities have continued in several countries, and steel mills have been replacing out-dated facilities (e.g. open-hearth furnaces [OHF]) with BF/BOF and EAF furnaces. In the OECD, the BF/BOF route has been the major steelmaking technology, accounting for 57.7% of its production in 2016. However, the share of the EAF route in OECD countries has grown over the past few years in line with growing ferrous scrap reservoirs. Turning to non-OECD countries, the BF/BOF technology has played a dominant role, with its share climbing to 80.5% in 2016. The increase in BF/BOF production in non-OECD countries has occurred mainly in China. Conversely, the importance of the EAF technology in non-OECD countries (excluding China) continues to grow.
Non-OECD countries have developed from peripheral players to major centres of global steel production and trade, and they should continue to play a crucial role in the global steel market as a result of steady capacity additions.Footnote 4 Thus, the developments in non-OECD steelmaking countries have been receiving increasing attention from governments and the industry. The question posed in this study is as follows. With the increasing importance of the EAF route in some non-OECD countries, does the BF/BOF route still play an important role for non-OECD countries to catch-up with OECD countries? Given the scale and importance of the global steel industry, understanding the structure of non-OECD countries is crucial for both the industry and policymakers.
The aim of this study is to better understand the structure of non-OECD countries and to explore the relationship between production processes and steel trade structure. The remaining paper proceeds as follows: the ‘Literature review’ section, the ‘Stylised facts and analytical framework’ section, the ‘Data and methodology’ section, the ‘Analysis and results’ section, and lastly the ‘Conclusion’ section which draws conclusions and discusses directions for further research.
Literature review
Catch-up industrialisation in the steel industry
Several studies have discussed the issue of ‘catch-up’ of latecomers in the steel industry (e.g. Shin 1996; Sato 2013, 2016; Kawabata 2016, 2017; Lee and Ki 2017; World Steel Association 2018a). The theory of catch-up industrialisation (e.g. Hirschman 1958; Gerschenkron 1962) is closely linked to the development pattern of developing countries in the steel industry (Kawabata 2016),Footnote 5 and it explains the rise of latecomers in the global steel industry (Lee and Ki 2017). Sato (2013) suggests some common patterns of development, namely, the structure of the steel industry in a country shifts with economic growth (i) from import substitution of downstream facilities (i.e. rolling or surface treatment) to import substitution of upstream facilities (i.e. ironmaking or steelmaking); (ii) from long products to flat products; and (iii) from low value-added steel products to high value-added steel products. The historical pattern in the steel industry shows that latecomers have caught up with frontrunners and have overtaken them by adopting newly available technologies (Kawabata 2017), and Fig. 3 supports this development path.
Export sophistication and export diversification
Issues related to export sophistication and export diversification are closely linked to the discussion on catching-up. Upgrading export via quality improvements has been one of the major issues on the global development agenda, and major international organisations have discussed how developing countries can increase the value-added content of their exports and diversify their export product (Zhu and Fu 2013). A number of recent international trade studies emphasise that export sophistication promotes faster and sustainable economic growth, suggesting that the level of technological sophistication embodied in a country’s export portfolio indicates the country’s economic development (Lall et al. 2005; Rodrik 2006; Hausmann et al. 2007; Minondo 2010; Jarreau and Poncet 2012). In recent years, several studies have introduced different indicators to measure the sophistication of a country’s exports (Rodrik 2006; Hausmann et al. 2007; Schott 2008; Minondo 2010; Xu 2010). However, some studies have shed light on export diversification, indicating that developed countries have more diversified export structure than developing countries do (Hesse 2009; Agosin et al. 2012). Export diversification is significant for achieving a higher level of economic development, as it seems to be the only way for a developing country to transform itself into a modern economy that can produce and export similar goods to developed country exports (Chandra et al. 2007).Footnote 6
Development of emerging markets/developing countries in the global steel industry
With respect to the steel industry, some existing literature focuses on the development of emerging markets/developing countries. On the demand side, the OECD (2015b) shows that non-OECD countries have higher steel intensity (measured by apparent crude steel use per unit of gross domestic product) levels than those of OECD countries owing to growth in manufacturing industries and increased investment in fixed assets. However, Crowson (2018) has raised questions about future trends in China’s materials usage, including steel. Moreover, Humphreys (2018) argues that the growth of countries in the South and Southeast Asia has positive implications for future mineral demand, including steel demand.
On the supply side, Brun (2016) and Kawabata (2017) analysed the current situation of excess capacity in the global steel industry, suggesting that excess capacity in some emerging markets/developing countries promotes low value-added steel exports. With regard to steel trade, de Carvalho and Sekiguchi (2015) examined the steel trade specialisation patterns in major steelmaking countries. They show that some steel producers in emerging markets/developing countries move up the value chain and begin exporting more sophisticated steel products. Sekiguchi (2017) indicates that the balance of steelmaking technologies and the stage of a country’s development determine the export structure of major steelmaking countries. The author suggests that catch-up of emerging markets/developing countries with OECD countries has been limited because of the huge gap between emerging markets/developing countries and advanced countries from the viewpoint of value creation. The POSCO Research Institute (POSRI) (2016) analysed competition of steel trade between East Asian countries and suggests that China’s rapid development has intensified competition with neighbouring OECD countries.
The issues of export diversification and export sophistication are important topics in the fields of international trade studies and industrial development when considering the catch-up of emerging markets/developing countries with advanced countries. However, not much attention has been paid to these issues in the steel industry. To address these issues, detailed analysis is performed in this study.
Stylised facts and analytical framework
Types of steel firms
There are mainly three types of steel mills, namely, (i) integrated mills, (ii) mini-mills, and (iii) re-rolling mills (D’Costa 1999). Generally, integrated mills require BF/BOFs and rolling mills,Footnote 7 while mini-mills are small-scale steelmaking plants based on the EAF route.Footnote 8 Finally, re-rolling mills (steel firms that do not have ironmaking/steelmaking facilities) transform the shape of semi-finished or intermediate steel products.Footnote 9
Choice of steelmaking technologies
It is important to investigate the reasons for choosing production processes. There are at least three reasons for the choice of steelmaking technologies. The first relates to the amount of steelmaking raw materials in the countries, as the steel industry is reliant on a number of raw materials, particularly iron ore, coking coal, and ferrous scrap. In the BF/BOF process, iron ore and coking coal are key raw material inputs, while ferrous scrap is used for the EAF process (World Steel Association 2013a).Footnote 10 The costs of steelmaking raw materials are the largest part of total operating costs for both the BF/BOF and EAF producers (McLellan 2011). Therefore, the steelmaking raw materials endowment could be an important factor for some countries for the choice of steelmaking technologies, contributing to lower operating costs (Wood Mackenzie 2018).Footnote 11
The second reason relates to quantity of steel products and initial investment costs. Generally, building an integrated mill that produces a large amount of steel is a capital-intensive process. However, a mini-mill, which produces smaller amount of steel than an integrated mill does, requires only a fraction of the resources. The minimum efficient scale of an integrated mill with a large-sized BF is 3 mmt with an initial investment cost of USD 4 billion, while a mini-mill’s minimum efficient scale is 0.3 mmt with an initial investment cost of USD 100 million (Sato 2016).
The third reason is quality of steel products. While integrated mills produce a wide variety of steel products, including high value-added flat products used in manufacturing industries (e.g. automotive and home appliances), mini-mills produce long products principally used in the construction industry (D’Costa 1999). However, some industry analysts note that EAF-based steel firms have played an increasingly large role in the flat steel market (Laplace Conseil 2012a), although the BF/BOF process can still produce more types of steel than the EAF process.
Locations of steelworks
The locations of steelworks have changed significantly since World War II. The locations of steelworks in major steelmaking countries have shifted from being close to mineral rich areas to being near coastal areas. This is because some countries import steelmaking raw materials from abroad based on the premise that using high-quality imported steelmaking raw materials is a strategy that ensures the long-term operation of steelworks (Kawabata 2012). Indeed, establishing steel mills in coastal areas has become a common practice in some major steelmaking countries (e.g. the USA, Japan, and South Korea) (World Steel Association 2018b). Although major steelmaking countries in the OECD, such as Japan, South Korea, and Germany, have adopted the BF/BOF route, they lack domestic sources of iron ore and coking coal, thus accounting for a significant share of world imports (OECD 2010). Therefore, most OECD countries are heavily or wholly dependent on imported iron ore and coking coal, although some countries are relatively large ferrous scrap generators. Aside from the OECD countries, China’s steel production has also been moving from inland regions to east and coastal areas (World Steel Association 2018b). The role of steelworks in coastal areas is expected to increase in India as well (Ministry of Steel 2017).
Capacity expansion in upstream (ironmaking/steelmaking) facilities
A number of OECD countries, such as Japan and South Korea, have employed large-sized BFs (with inner volumes of more than 2000 m3) (Korea Iron and Steel Association (KOSA) 2015; China Iron and Steel Association (CISA) 2015).Footnote 12 Since the start of the twenty-first century, we have witnessed a construction boom of large-sized BFs in non-OECD countries. This tendency is particularly noticeable in China and India.Footnote 13 China’s steelmaking capacity has increased significantly, supported by several important coastal steelworks with large-sized BFs over the last few years (OECD 2015c). India’s steelmaking capacity has also expanded with several upstream investments in DRIs/EAFs and large-sized BFs,Footnote 14 and the role of the BF/BOF route is expected to continue growing with many new investment projects that are iron ore/coking coal-intensive (OECD 2015c).
The BF/BOF technology has gained importance in some EAF-oriented non-OECD countries in recent years. For example, some EAF-oriented non-OECD countries (e.g. Indonesia and Vietnam) have been entering a new field of business with integrated steelworks that adopt BF/BOF technology in order to meet industrial development needs.Footnote 15
Types of steel products
There are five broad categories of steel products, namely, (i) ingots/semi-finished products, (ii) long products, (iii) flat products, (iv) steel tubes, and (v) other steel products. Flat products and steel tubes are higher value-added products than ingots/semi-finished products and long products (Fig. 4a).
The values of other steel products differ by item because the category includes several types of steel products.Footnote 16 The value of the steel product increases at each step of the process (Fig. 4b). In the integrated mill, iron ore and coking coal are transformed into pig iron, then slab, and then hot rolled coil. They also can be transformed into cold rolled coil and hot dipped galvanised sheet/coil.
Analytical framework
Dichotomy between OECD and non-OECD countries
This study aims at investigating the production and export structure of developed/developing countries in the global steel industry with the dichotomy between OECD and non-OECD countries, which is used as a proxy for the classification of ‘developed’ and ‘developing countries’. This dichotomy is significant when comparing the structure of developing countries with developed countries.Footnote 17 This classification would help better understand the development of emerging markets/developing countries in the global steel industry. The OECD Steel Committee Meeting, a crucial forum to address the challenges facing the global steel industry, has pointed out that
… the global steel industry’s capacity to produce steel has increased rapidly since the early 2000s, after two decades of little growth. Most of the growth in steelmaking capacity has occurred in non-OECD economies, to support growing construction and manufacturing activity, as well as to help build the infrastructure necessary for the economic development of these emerging economies (OECD 2015a, p. 7).
Therefore, it is important for the steel industry to keep track of the evolution of non-OECD countries, given that this classification has important implications for the global steel market.
Dichotomy between BF/BOF-oriented countries and EAF-oriented countries
In this study, a BF/BOF-oriented country denotes one whose share of BF/BOF is greater than 50% in total crude steel output in 2016. On the contrary, an EAF-oriented country denotes a country whose share of EAF is greater than 50% in total crude steel output in 2016.
Hypothesis
The literature review and stylised facts give rise to the following hypothesis.
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If a steel firm in non-OECD countries chooses the BF/BOF process, the firm may be able to produce not only a large amount and wide variety of steel products but also more sophisticated items aside from commonly used items and then may begin exporting these products. In short, non-OECD countries with higher share of BF/BOF route are expected to become net exporters of steel and diversify and/or upgrade exports of steel products.
Generally, the BF/BOF route enables mass production and provides an abundant product line-up, including high value-added steel products. Indeed, major advanced steelmaking countries (OECD countries and Taiwan) have adopted the BF/BOF route in order to provide high value-added steel products (Sekiguchi 2017). The BF/BOF process could be a significant determinant of whether non-OECD countries become net exporters of steel and diversify, and/or upgrade exports of steel products.
The primary question is the relationship between steelmaking technologies and steel trade patterns in non-OECD countries. The expectation is that the relationship is positive, since it seems essential for a non-OECD country to adopt the BF/BOF technology to have a similar structure to the OECD. This hypothesis can be verified using three indicators, namely, the (i) trade balance index (TBI), (ii) Herfindahl index (HI), and (iii) export similarity index (ESI).
Data and methodology
Dataset
The development of steel production has important implications for steel trade patterns. The analysis of non-OECD countries’ trade patterns proceeds under the assumption that their exports reflect non-OECD countries’ domestic production, as well as their exports to the global market, since exports make up the part of the production system that is entirely subject to international competition. Moreover, trade data are more readily available and more coherent than production data, and therefore, they enable direct comparisons between countries (United Nations 2013).
The data were obtained from the ISSB’s Trade Enquiry System, an online database of steel trade data in volume and value terms (ISSB 2017). An important limitation of this dataset is that the data are available only from 2008. Therefore, the data cover 2008 to 2016. The data were classified based on the ISSB’s product categories and regional aggregation (ISSB 2010a, b). Since data from only major steel exporters/importers were available, mirror trade data (i.e. data reported by trading partners) were used for some countries. Trade data in value terms were used for the analysis of trade balance, export diversification, and export sophistication. Trade values based on the UK pound were converted to US dollars using the OECD’s exchange rate database (OECD 2017). The present study covers 122 countries, of which 89 (30 OECD and 59 non-OECD countries) have production data by processes.
Methodology
To shed light on non-OECD countries’ trade structure, several methods were used in this study.Footnote 18
Trade balance index
The TBI can measure a country’s export competitiveness. Lafay (1992) introduced the TBI as a measure to analyse whether a country has specialisation in exports (as a net exporter) or in imports (as a net importer). The index is defined as follows:
Here, TBIsi represents the TBI of country s for steel product group i, and Xsi and Msi denote exports and imports, respectively, of the i group of steel products by country s. The index value ranges from − 1 to + 1 (− 1 ≤ TBI ≤ 1). The TBI equals − 1 if a country only imports; in contrast, the TBI equals + 1 if a country only exports.
Herfindahl index
The HI, developed by Herfindahl and Hirschman, is the most commonly used measure of export diversification (Chandra et al. 2007). The HI is formulated as follows:
Here, xsi/Xs is the share of total exports attributed to the i group of steel products. The HI ranges between 0 and 1 (0 ≤ HI ≤ 1). Lower values of the index represent more diversification, and thus, countries with highly diversified export baskets are likely to have lower values.
Export similarity index
Finger and Kreinin (1979) introduced the ESI tool. The index has been used to determine the relative sophistication of a country’s exports by comparing the export bundle of a country with that of the OECD (e.g. Schott 2004; Schott 2008; da Silva and Drumond 2011). Aside from relative sophistication, the ESI can show a country’s ‘catch-up’ with others through a time-series analysis (da Silva and Drumond 2011). The calculated ESI can also be used to assess which countries compete more directly with the OECD.Footnote 19 The ESI is formulated as follows:
Here, ESIsd is the ESI between countries s and d, and xsi and xdi are the shares of product i in all the exports of countries Xs and Xd, respectively. An ESI value of 1 corresponds to identical export structures and a value of 0 to completely dissimilar export structures.
Analysis and results
Overview of steel production/trade structure of OECD and non-OECD countries
Magnitude of production and dominance of market share
There is a huge gap in the magnitude of crude steel output between OECD and non-OECD countries. In 2016, OECD’s crude steel output was 484.1 mmt, while non-OECD’s crude steel output reached 1142.9 mmt. With respect to major steelmaking countries in the OECD, Japan is the largest steel-producing country, followed by the USA, South Korea, Germany, and Turkey. The top-five steelmaking countries accounted for 67.6% of the OECD’s crude steel output in 2016. However, China has been playing a dominant role among non-OECD countries, representing 70.7% of non-OECD countries’ crude steel output in 2016. Among non-OECD countries, the top-five steelmaking countries (China, India, Russia, Brazil, and Ukraine) accounted for 90% of crude steel output in 2016.
Trade balance
Since 1990, the OECD has been a net exporter of steel, except when the steel industry was running practically at full capacity owing to strong domestic demand. These countries have supplied high value-added steel products, but imported ingots/semi-finished products, as well as commercial grades of steel products (Laplace Conseil 2012b). Conversely, non-OECD countries in some regions (e.g. the Middle East, Africa, and Southeast Asia) still have low self-sufficiency rates. These countries were traditionally substantial net importers of steel products, because they had little steelmaking/rolling capacity until the middle of the last decade (OECD 2015a).
Diversification of steel products
OECD countries have a more diverse export structure than non-OECD countries do, as they export a wide range of steel products, from commonly used steel products to high value-added steel products. The number of products and markets is an indicator to display the level of export diversification (World Bank 2013). Figure 5a, b illustrates the positive relationship between the number of exported countries/territories and number of exported products at the six-digit HS-code level, indicating that OECD countries export a wider range of steel products to a greater number of trading partners. With respect to the number of export products and export markets by steelmaking technologies, BF/BOF-oriented countries appear to be more diversified and connected with international steel trade. This result supports earlier notions that the BF/BOF-oriented countries can produce wide range of steel products.
Sophistication of steel products
Although the difference in steel exports in volume terms between OECD and non-OECD countries is less, the gap is huge in value terms, suggesting that the structure of steel exports of OECD countries is more sophisticated than that of non-OECD countries. In 2016, OECD countries’ steel exports reached 244.5 mmt, while non-OECD countries, including China, exported 229.3 mmt of steel products. However, for steel exports in value terms, there is a huge gap between them. The OECD’s steel exports are nearly twice as much as non-OECD countries’ steel exports (see Appendix Table 8).
Product mix
Table 1 provides an overview of steel exports and imports by a broad category of steel products in volume terms in 2016, namely, (i) ingots/semi-finished products, (ii) long products, (iii) flat products, (iv) steel tubes, and (v) other steel products.
To obtain insights into the structure of OECD and non-OECD countries, correspondence analysis was performed to indicate product areas with specialisation (Fig. 6a, b).Footnote 20 Four results stand out. First, the OECD is closely associated with flat products, other steel products, and steel tubes, indicating that the OECD is a key supplier of high value-added steel products.
Second, China is specialised in long products, but is more closely associated with items that OECD countries mainly export than in items exported by non-OECD countries (excluding China).
Third, non-OECD countries (excluding China) tend to export more ingots/semi-finished products than OECD countries do.
Finally, with regard to steel imports, the OECD is specialised in flat products, while non-OECD countries (excluding China) are most closely associated with long products.
Export competitiveness
It is important to distinguish whether each country is a net exporter or net importer to show the difference between the OECD and non-OECD countries in order to elucidate the role of steelmaking technologies in steel trade. Figure 7a, b illustrates the differences in distributions of TBI values between BF/BOF-oriented countries and EAF-oriented countries for both OECD and non-OECD countries in 2016, indicating that BF/BOF-oriented countries are more competitive than EAF countries. This tendency is particularly noticeable among non-OECD countries.
Generally, developing countries have been aiming to increase their so-called ‘self-sufficiency rates’ (crude steel output as a share of apparent crude steel use) and improve their balance of trade. Figure 8a, b shows the relationship between the self-sufficiency rates and values of TBI for both OECD and non-OECD countries, indicating that BF/BOF-oriented countries have higher self-sufficiency rates and TBI values than EAF-oriented countries do. In non-OECD countries, Ukraine has the highest self-sufficiency rate of approximately 494%, reflecting a high degree of export orientation of steel producers in this country. Aside from Ukraine, other CIS countries, such as Kazakhstan and Russia, also have high self-sufficiency rates. On the contrary, EAF-based non-OECD countries have low self-sufficiency rates, showing a greater reliance on imported steel.
Export diversification
The issue of export diversification is important for both OECD and non-OECD countries. Figure 9a, b shows that OECD countries have low HI values because they export a wide variety of steel products, as shown in Fig. 5a. In addition, BF/BOF-oriented non-OECD countries tend to have low HI values (Fig. 9b). Furthermore, export diversification prevails in BF/BOF-oriented countries much more than in EAF-oriented countries. The variance within BF/BOF-oriented countries is much smaller, while the variance within EAF-oriented countries is relatively large among non-OECD countries.
Table 2 presents a ranking of non-OECD countries with low HI values in 2008 and 2016.Footnote 21 It is important to better understand how the structure of export diversification has changed since 2008. The HI values for some countries have declined since 2008, suggesting that they have tended to diversify their export structure more. For instance, India’s HI value decreased from 0.098 in 2008 to 0.078 in 2016, and it surpassed China to become the country with the second lowest HI value among non-OECD countries in 2016. Moreover, the HI values for some countries (e.g. the United Arab Emirates) decreased substantially, indicating that those countries might begin expanding types of steel products. China had the lowest HI value among non-OECD countries in 2008, but its HI value slightly increased from 0.087 in 2008 to 0.09 in 2016.
Export sophistication
The similarity of non-OECD products exported to aggregate OECD products can be used as a proxy to measure a country’s relative export sophistication.Footnote 22 Figure 10a, b provides ESI values for both OECD countries and non-OECD countries by steelmaking technologies in 2016.Footnote 23 It is natural that individual OECD countries have high ESI values, but there are discrepancies between the BF/BOF-oriented countries and the EAF-oriented countries in the OECD. This result confirms that the BF/BOF process has been the dominant steelmaking technology for OECD countries. In general, the BF/BOF-oriented countries tend to have higher ESI values than EAF-oriented countries do. Moreover, the variance within EAF-oriented countries is larger than that within BF/BOF-oriented countries.
Analysis of the similarity of non-OECD countries’ export products to the aggregate OECD serves two purposes. First, this comparison provides the relative sophistication of non-OECD steel exports. Second, examining the similarity of non-OECD countries with the aggregate OECD indicates how non-OECD countries compete with the OECD. Table 3 presents a ranking of non-OECD countries with high ESI values, showing how the ranking of ESI values has changed since 2008. The export structures of some non-OECD countries are becoming increasingly similar to those of OECD countries, suggesting that they are increasing their presence in products traditionally dominated by OECD countries. On the contrary, some countries have diverged from the OECD or have not experienced significant change in their export structures.
Exports from some countries are increasingly similar to those from the OECD. For example, India’s export overlap with the OECD increased between 2008 and 2016, jumping from 0.648 in 2008 to 0.745 in 2016. India has become most similar to the OECD among non-OECD countries, followed by South Africa, China, and Taiwan. Moreover, South Africa’s ESI value increased from 0.646 in 2008 to 0.733 in 2016, and the country was second out of 59 non-OECD countries in terms of the ESI value in 2016. China was most similar to the OECD among non-OECD countries, indicating that the country is facing considerable competition from the OECD. The ESI values of some Middle East and North African countries (e.g. the United Arab Emirates and Egypt) increased substantially, suggesting that those countries have begun exporting more sophisticated steel items.
Appendix Table 11 provides a cursory glance at how the structure of steel exports has changed in the 20 countries since 2008, using the highest ESI in 2016. Some countries have tended to be more specialised in flat products since 2008. This tendency implies that they have moved up the value chain and begun exporting more sophisticated items. For example, exports of flat products have become more important for India; cold rolled sheets/coils, one of the high value-added items, accounted for 11.5% of India’s steel exports in 2016. Examination of products exported by the United Arab Emirates shows a notable change, that is, the rising share of flat products in its exports. Vietnam’s export pattern is also shifting quickly, moving from ingots/semi-finished to flat products. However, the share of Chinese exports of flat products and steel tubes has declined, while its share of long product exports increased sharply from 22.0% in 2008 to 29.3% in 2016.
Relationships between trade balance index, Herfindahl index, and export similarity index
This study has examined TBI, HI, and ESI, suggesting that simultaneously achieving net export status, export diversification, and export sophistication would enable the steel industry structure of non-OECD countries to approach that of OECD countries. In the analysis up to this point, evaluation of each indicator has been undertaken. Therefore, further investigation of export structure should be undertaken to examine the relationships between the three indicators.
Figure 11a–c shows the relationships between each indicator in 2016. The three indicators appear to be correlated with each other. However, this tendency is particularly noticeable among BF/BOF-oriented non-OECD countries.
First, there are positive correlations between TBI values and HI values, although this tendency can be seen only in BF/BOF-oriented non-OECD countries (Fig. 11a). High values of TBI are associated with low HI values, and the BF/BOF-oriented non-OECD countries are scattered in the lower right-hand corner.
Second, TBI values are correlated with ESI values in BF/BOF-oriented countries (Fig. 11b). The BF/BOF-oriented non-OECD countries are concentrated in the upper right-hand corner, while several EAF-oriented non-OECD countries are scattered in the lower left-hand side.
Finally, there are negative correlations between HI values and ESI values (Fig. 11c). Low values of HI are associated with high ESI values. The BF/BOF-oriented non-OECD countries have lower HI values and higher ESI values than EAF-oriented non-OECD countries do.
Grouping
In order to group and identify competitive non-OECD countries according to their production/trade structure, non-hierarchical cluster analysis was performed for all non-OECD countries for which production data by processes were available in 2016. The clustering of non-OECD countries was based on various production/trade indicators. The analysis was conducted using four indicators, namely, (i) share of BF/BOF process in total crude steel output, (ii) TBI values, (iii) HI values, and (iv) ESI values. These indicators are shown in Table 4. The analysis yielded four clusters of relatively homogeneous countries. These clusters represent the best results in terms of possibilities for interpretation.
The results of the non-hierarchical analysis are presented in Fig. 12 and Table 5. The first cluster consists of BF/BOF-oriented non-OECD countries. However, countries in the first cluster seem to have low degree of export orientation of steel producers, since most countries are net importers of steel and have high values of HI and low values of ESI. Countries in the second cluster mainly use EAF technology, and they are net importers of steel, but they have relatively low HI values and high ESI values. Aside from mini-mills and integrated mills, re-rolling mills might play important roles in steel exports in the second cluster. The third cluster consists of BF/BOF-oriented non-OECD countries, except India,Footnote 24 and they are net exporters of steel. Moreover, non-OECD countries in the third cluster have low HI values and high values of TBI and ESI, suggesting that these countries are the most competitive among non-OECD countries. Several major steelmaking countries, such as China and Russia, are in the third cluster.Footnote 25 Finally, all countries in the fourth cluster mainly use the EAF process and have low values of TBI and ESI but high values of HI.
Conclusion
This study examined the structure of non-OECD countries in the global steel industry. The results of the analysis indicated that the balance of steelmaking technologies is associated with steel trade structure in non-OECD countries. As confirmed by the analysis, the BF/BOF route is more likely to be significant for non-OECD countries to become net exporters of steel and diversify, and/or to upgrade exports of steel products.
The study suggested that the choice of BF/BOF technology in non-OECD countries is a necessary, but not sufficient, condition for the catch-up of OECD countries. This is because it is unlikely that all non-OECD countries follow a path similar to OECD countries.
However, the study did not explore other important facts in the global steel industry. First, what are other factors that explain the steel trade structure in non-OECD countries? It would be significant to explore sufficient conditions for the catch-up of OECD countries. Aside from the balance of steelmaking technologies, there may be other significant factors to be considered. Second, why has crude steel output via the EAF route been increasing in both OECD and non-OECD countries in recent years? Although the EAF share of global crude steel production is still lower than that of BF/BOF, this technology is becoming increasingly important in some non-OECD countries.Footnote 26 In addition, how China’s EAF production will evolve in the future is currently a highly debated issue, given its important role in the global steel industry (McKinsey and Company 2017; World Steel Association 2018b). Finally, what is the relationship between the development of non-OECD countries and growing role of international division of labour? It would be useful to examine the connections and interdependencies between the steel industries of OECD and non-OECD countries. This could have important implications for global steelmaking raw material markets and global steel markets, as focus on the value chain from inputs to the final steel product is important to understand the structure of the global steel industry.
This study focuses on diversification and sophistication of exports from the viewpoint of the steel industry, thereby contributing to the development of the debate on export diversification and export sophistication in earlier research findings in the field of international trade studies. From the viewpoint of industrial development studies, the study provides a broad view of linkages between steelmaking technologies and steel trade structure, while identifying the characteristics of developing countries in the steel industry by comparing their structure to that of developed countries. In addition, the study sheds light on both major steelmaking countries and minor ones with less focus on the global steel industry. Despite some limitations, this study provides important implications for understanding the structure of non-OECD countries in the global steel industry.
Notes
The OECD had 35 member countries as of April 2018. Abbreviated names of the countries are available in Appendix Table 6.
Figures for production and trade in this study are taken or calculated from the World Steel Association (2017) and the International Steel Statistics Bureau (ISSB 2017), unless otherwise indicated. Rankings of crude steel output for OECD and non-OECD countries, crude steel output by processes data, and key steelmaking raw materials data are available in Appendix Table 7.
Chinese steelmaking capacity increased significantly from 149.6 million metric tonnes (mmt) in 2000 to 1119 mmt in 2016, according to data from Wirtschaftsvereinigung Stahl (2017).
Currently, India is the second largest steel producer among non-OECD countries and the world’s third biggest steel producer, but the country is expected to become the world’s second largest steelmaking country in the future, since the Indian Government is aiming to increase its steelmaking capacity to increase from 122 mmt in 2015–2016 to 300 mmt in 2030–2031 (Ministry of Steel 2017). Aside from India, Iran is aiming to expand its steelmaking capacity to 55 mmt by 2025 (Imidro 2016). Among the Association of Southeast Asian countries, Vietnam’s government plans to increase steelmaking capacity to 66.2 mmt by 2035 (Ministry of Industry and Trade 2016), while Indonesia is targeting an increase of capacity from 11.2 mmt in 2016–2017 to 50 mmt in 2021–2035 (Indonesian Iron and Steel Industry Association 2017).
According to Gerschenkron (1962), a late-starting industrial country may be able to enjoy faster growth than an advanced country, by importing existing technology from abroad, instead of developing its own technology, since doing so could save time and costs.
However, this does not apply to some countries. For example, Australia has been a major exporter of natural resources, although the country is a high-income OECD country.
There are also integrated mini-mills with plants for using direct reduced iron (DRI) plants, EAFs, and rolling mills.
Mini-mills, based on the EAF route, are generally smaller and simpler to construct and operate than integrated mills based on the BF/BOF route, and hence, the name ‘mini-mills’ (World Steel Association 2013b).
In the case of South Korea, POSCO and Hyundai Steel are classified as integrated mills, while Dongkuk Steel is regarded as a mini-mill. Hyundai Hysco was a South Korea’s re-rolling mill, although Hyundai Steel acquired Hyundai Hysco in July 2015.
The DRI process can also be used in the EAF route.
For example, Brazil can produce at low cost using high-quality Brazilian ore.
For instance, POSCO has operated five of the 14 super-sized BFs in the world, including the world’s largest—Gwangyang BF no. 1 (6000 m3), Pohang BFs no. 3 and 4 (5600 m3), and Gwangyang BFs no. 4 and 5 (5500 m3) (POSCO 2017).
It should be noted that the Indian steel industry is characterised by the existence of a large number of small steel producers that utilise DRI plants (Ministry of Steel 2017). The DRI route has played a crucial role in India and the country has been the world’s largest DRI producer, although the BF route has larger ironmaking production capacity than the DRI route in the country (Ministry of Steel 2018). In India, large steel firms (e.g. Tata Steel and Steel Authority of India Limited) produce steel through the BF/BOF route, while other major steel producers (e.g. Essar Steel and Ispat Industries) employ DRIs/EAFs (Mandal and Sinha 2013).
For instance, PT Krakatau POSCO formally began operating its first blast furnace in December 2013 in Indonesia. PT Krakatau POSCO’s integrated steel mill project was part of Indonesia’s economic development acceleration master plan, called the Master Plan for the Acceleration and Expansion of Indonesia’s Economic Development (MP3I), which emphasises connectivity in the country (Government of Indonesia 2011). In Vietnam, Formosa Ha Tinh Steel Corporation fired up its first blast furnace in May 2017 and the second one in May 2018. The BF/BOF route is expected to continue to increase, supported by new investment projects that are iron ore/coking coal-intensive (Ministry of Industry and Trade 2016). In addition, Alliance Steel (M) Sdn, a China-invested greenfield integrated steel project in Malaysia, fired up its first blast furnace in March 2018 and the second one in July 2018, which is likely to impact the balance of steelmaking technologies in the country.
Other steel products range from wire to steel castings.
For example, Chien and Hu (2007) analysed renewable energy and macroeconomic efficiency with the dichotomy between OECD and non-OECD countries.
POSRI (2016) uses the ESI to analyse the competition of steel exports between Asian countries.
The results of the correspondence analysis are displayed in Appendix Table 9.
Data for 2008 were the oldest data provided by the ISSB (2017).
Detailed steel export data for the OECD are presented in Appendix Table 10.
ESI values for OECD countries are individual OECD countries’ values vis-à-vis the aggregate OECD.
It is important to note that India’s share of crude steel output via the BF/BOF route is relatively high compared to other EAF-oriented non-OECD countries, accounting for 42.7% of its total crude steel output in 2016.
It would be important to explore the reasons for the differences between the first and the third cluster. It is important to shed light on the volume of crude steel output, given the variable could have significant implications for steel export structure. Appendix Table 13 shows crude steel output of four clusters in 2016. These four clusters were analysed using the Kruskal–Wallis test and Steel–Dwass test. The Kruskal–Wallis test showed that crude steel output was significantly different (p < 0.001), and the Steel–Dwass test indicated that there was a significant difference between the first and the third cluster (Appendix Tables 14 and 15). Although both countries in the first and the third cluster are BF/BOF-oriented countries, there appears to be a significant difference of economies of scale owing to the magnitude of crude steel output. Since non-OECD countries in the third cluster are major steel producers, there are also discrepancies with other clusters in crude steel output.
The BF/BOF route has been a major technology globally, accounting for 73.8% of global crude steel output in 2016.
References
Agosin M, Alvarez R, Bravo-Ortega C (2012) Determinants of export diversification around the world: 1962–2000. World Econ 35(3):295–315
Brun L (2016) Overcapacity in steel: China’s role in a global problem. Center on Globalization, Governance & Competitiveness, Duke University, Durham
Chandra V, Boccardo J, Osorio I (2007) Export diversification and competitiveness in developing countries (unpublished). World Bank, Washington D.C.
Chien T, Hu J-L (2007) Renewable energy and macroeconomic efficiency of OECD and non-OECD economies. Energy Policy 35(7):3606–3615
China Iron and Steel Association (CISA) (2015) Handbook for iron and steel statistics. China Iron and Steel Association, Beijing
Crowson P (2018) Intensity of use re-examined. Miner Econ 31:61–70
D’Costa A (1999) The global restructuring of the steel industry: innovations, institutions, and industrial change. Routledge, New York
da Silva OM, Drumond R (2011) Similarity and income content at the international trade: the case of BRICS during the period 2000/09. IAMO Forum 2011: Will the “BRICs decade” continue?—prospects for trade and growth 17, Leibniz Institute of Agricultural Development in Central and Eastern Europe (IAMO), Germany
de Carvalho A, Sekiguchi N (2015) The structure of steel exports: changes in specialisation and the role of innovation. OECD Science, Technology and Industry Working Papers 2015/07, OECD Publishing, Paris
Ericsson M (2011) The geography of steel making raw materials—policy implications. OECD Workshop on Steelmaking Raw Materials. http://www.oecd.org/sti/ind/49205554.pdf. Accessed 23 Dec 2017
Finger M, Kreinin M (1979) A measure of ‘export similarity’ and its possible uses. Econ J 89:905–912
Gerschenkron A (1962) Economic backward in historical perspective. Harvard University Press, Cambridge
Government of Indonesia (2011) Masterplan for the acceleration and expansion of Indonesia’s economic development, 2011–2025. Government of Indonesia, Jakarta
Hausmann R, Hwang J, Rodrik D (2007) What you export matters. J. Econ Growth 12:1–25
Hesse H (2009) Export diversification and economic growth. World Bank, Washington, pp 55–80
Hirschman A (1958) The strategy of economic development. Yale University Press, New Haven
Humphreys D (2018) In search of a new China: mineral demand in South and Southeast Asia. Miner Econ 31:103–112
IMIDRO (2016) An outlook to Iran pelletizing and steel industries. http://imidro.gov.ir/parameters/imidro/modules/cdk/upload/content/general_content/37/1466411643217j0pv3psuj67s587k0nutanabc2.pdf. Accessed 16 Dec 2017
Indonesian Iron and Steel Industry Association (2017) Indonesia steel industry: development & opportunities. OECD 83rd Steel Committee Meeting, Paris http://www.oecd.org/industry/ind/Item_9_5_Indonesia.pdf. Accessed 17 Dec 2017
International Energy Agency (IEA) (2017) Coal information. International Energy Agency, Paris
International Steel Statistics Bureau (ISSB) (2010a) ISSB product guide. http://www.issb.co.uk/resources/Pdf/ISSB_TES_Product_Guide(June_2010).pdf. Accessed 22 Sept 2016
International Steel Statistics Bureau (ISSB) (2010b) ISSB geo code/country guide. http://www.issb.co.uk/resources/Pdf/ISSB_TES_Country_Guide(June_2010).pdf. Accessed 22 Sept 2016
International Steel Statistics Bureau (ISSB) (2017) Trade enquiry system. http://www.issb.co.uk/tes/tes.html Accessed 19 Nov 2017
Jarreau J, Poncet S (2012) Export sophistication and economic growth: evidence from China. J Dev Econ 97(2):281–292
Kawabata N (2012) A comparative analysis of integrated iron and steel companies in East Asia. The Keizai Gaku, Annual Report of the Economic Society, Tohoku University 73(s):1–2
Kawabata N (2016) Betonamu tekkougyou ni okeru minkan kigyou no bokkou: hoa fatto guru-pu to hoa sen guru-pu no zirei kenkyuu (Emergence of the private companies in the Vietnamese iron and steel industry) (in Japanese). J Asian Manag Stud 22:79–92
Kawabata N (2017) Where is the excess capacity in the world iron and steel industry? A focus on East Asia and China. RIETI Discussion Paper Series 17-E-023, Research Institute of Economy, Trade and Industry
Korea Iron and Steel Association (KOSA) (2015) Steel statistical yearbook. Korea Iron and Steel Association, Seoul
Kowalski P, Gonzalez J, Ragoussis A, Ugarte C (2015) Participation of developing countries in global value chains: Implications for trade and trade-related policies. OECD Trade Policy Papers, No. 179. OECD Publishing, Paris
Lafay G (1992) The measurement of revealed comparative advantages. In: Dagenais MG, Muet PA (eds) International trade modeling. Chapman & Hill, London, pp 209–234
Lall S, Weiss J, Zhang J (2005) The sophistication of exports: a new measure of product characteristics. Queen Elizabeth House Working Paper No 123, Oxford University
Laplace Conseil (2012a) EAF and/or BF/BOF. Which route is best for Europe? Platts 8th Annual SBB Steel Markets Europe. http://www.laplaceconseil.com/LaplaceConseil/htdocs/admin/upload//File/MarcelGenetPlatts1205.pdf. Accessed 13 Dec 2017
Laplace Conseil (2012b) The future of steel: How will the industry evolve? OECD 73rd Steel Committee Meeting, Paris http://www.oecd.org/sti/ind/Future%20of%20Steel%20-%20LAPLACE%20Conseil.pdf. Accessed 17 Jan 2018
Lee K, Ki J (2017) Rise of the latecomers and catch-up cycles in the world steel industry. Res Policy 46(2):365–375
Mandal AK, Sinha OP (2013) Technological changes in blast furnace iron making in India since last few decades. Int J Sci Res 2(12):211–219
McKinsey & Company (2017) The growing importance of steel scrap in China. https://www.mckinsey.com/~/media/mckinsey/industries/metals%20and%20mining/our%20insights/the%20growing%20importance%20of%20steel%20scrap%20in%20china/the-growing-importance-of-steel-scrap-in-china.ashx. Accessed 25 Jul 2018
McLellan (2011) Energy subsidies in the steel industry. OECD 71st Steel Committee Meeting, Paris http://www.oecd.org/sti/ind/47868934.pdf. Accessed 13 Jan 2018
Ministry of Industry and Trade (2016) Phê duyệt Điều chỉnh quy hoạch hệ thống sản xuất thép đến năm 2025, định hướng đến năm 2035 (Decree approving the adjustment of the steel production system plan by 2025 and orientation toward 2035) (in Vietnamese) http://www.moit.gov.vn/web/guest/tin-chi-tiet/-/chi-tiet/bo-cong-thuong-lay-y-kien-ve-du-thao-%C4%91ieu-chinh-quy-hoach-nganh-thep-108705-22.html. Accessed 22 Dec 2017
Ministry of Steel (2017) National steel policy 2017. http://steel.gov.in/sites/default/files/NATIONAL_STEEL_POLICY_2017_0.pdf. Accessed 7 Dec 2017
Ministry of Steel (2018) Annual Report (2017-18). http://steel.gov.in/sites/default/files/annual_Report_E_07March2018.pdf. Accessed 26 Jul 2018
Minondo A (2010) Exports’ quality-adjusted productivity and economic growth. J Int Trade Econ Dev 19(2):257–287
Organisation for Economic Co-operation and Development (OECD) (2010) The economic impact of export restrictions on raw materials. OECD Publishing, Paris
Organisation for Economic Co-operation and Development (OECD) (2015a) Excess capacity in the global steel industry and the implications of new investment projects. OECD Science, Technology and Industry Policy Papers, Paris
Organisation for Economic Co-operation and Development (OECD) (2015b) Steel market developments: 2nd quarter 2015. Directorate for Science, Technology and Industry, Paris
Organisation for Economic Co-operation and Development (OECD) (2015c) Future investment projects in the global steel industry and implications for the balance of steelmaking processes. Directorate for Science, Technology and Industry, Paris
Organisation for Economic Co-operation and Development (OECD) (2017) Monthly monetary and financial statistics. http://stats.oecd.org/index.aspx?queryid=169. Accessed 19 Nov 2017
POSCO (2017) POSCO gets “smart” with Pohang blast furnace no.3. https://newsroom.posco.com/en/posco-gets-smart-pohang-blast-furnace-no-3/. Accessed 27 Jul 2017
POSCO Research Institute (POSRI) (2016) Statistical review of the steel trade in Northeast Asia. Asian Steel Watch 2:110–115. https://www.posri.re.kr/eng/board/magazine_list_section/59/329/Y. Accessed 3 Jul 2018
Rodrik D (2006) What’s so special about China’s exports? China World Econ 14(5):1–19
Sato H (2013) Ajia shokoku ni okeru tekkogyo no hatten to gijutsu (Development and technology of the steel industry in Asia). In: Baba T (ed) Ajia no sangyo hatten to sangyo gijutsu (Economic development and industrial technology in Asia). Nakanishiya, Kyoto, pp 165–182 (in Japanese)
Sato H (2016) Advantages of backwardness and linkage effects: the steel industry in Asia. In: Sato Y, Sato H (eds) Varieties and alternatives of catching-up: Asian development in the context of the 21st century. Palgrave Macmillan, London, pp 153–181
Schott P (2004) The relative revealed competitiveness of China’s exports to the United States vis a vis other countries in Asia, the Caribbean, Latin America and the OECD. Inter-American Development Bank, Washington D.C.
Schott P (2008) The relative sophistication of Chinese exports. Econ Policy 53:6–49 http://faculty.som.yale.edu/peterschott/files/research/papers/ecop_195.pdf. Accessed 21 Jul 2018
Sekiguchi N (2017) Trade specialisation patterns in major steelmaking economies: the role of advanced economies and the implications for rapid growth in emerging market and developing economies in the global steel market. Miner Econ 30:207–227
Shin JS (1996) The economics of the latecomers: catching-up, technology transfer and institutions in Germany, Japan and South Korea. Routledge, London
Steel on the Net (2018) Steel industry value chain—flat products. http://www.steelonthenet.com/value-chain.html Accessed 23 Feb 2018
The Japan Ferrous Raw Materials Association (2017) Sekai no tetu sukurappu zyukyuu doukou (Trend in global scrap supply and demand). The Japan Ferrous Raw Materials Association, Tokyo (in Japanese)
United Nations (2013) Diversification and sophistication in the process of economic transformation of the North African countries. The Subregional Office for North Africa of the United Nations Economic Commission for Africa, Rabat
United Nations Conference on Trade and Development (UNCTAD) (2017) The iron ore market 2017, Geneva
Wirtschaftsvereinigung Stahl (2017) Statistisches jahrbuch der stahlindustrie 2017/2018 (Statistical yearbook of the steel industry 2017/2018). Wirtschaftsvereinigung Stahl, Düsseldorf (in German)
Wood Mackenzie (2018) Steel capacity outlook. OECD 84 Steel Committee Meeting, Paris http://www.oecd.org/industry/ind/84th_OECD_Steel_Committee_Item_4-2_Wood_Mackenzie_Final.pdf. Accessed 24 June 2018
World Bank (2013) Online trade outcomes indicators—user’s manual. http://wits.worldbank.org/WITS/docs/TradeOutcomes-UserManual.pdf. Accessed 28 Jan 2018
World Steel Association (2013a) Overview of the steelmaking process. https://www.worldsteel.org/en/dam/jcr:177c8e5c-e02a-4e08-9dc6-cce7372b41c2/Overview+of+the+Steelmaking+Process_poster.pdf. Accessed 13 Jan 2018
World Steel Association (2013b) The white book of steel. https://www.worldsteel.org/en/dam/jcr:7b406f65-3d94-4e8a-819f-c0b6e0c1624e/The%2520White%2520Book%2520of%2520Steel_web.pdf. Accessed 27 Jul 2018
World Steel Association (2017) Worldsteel 2017 steel statistical yearbook. http://www.worldsteel.org/statistics/statistics-archive/yearbook-archive.html. Accessed 17 Jul 2018
World Steel Association (2018a) Steel industry role in future development path. http://seaisi.org/file/Basson%20250618_SEAISI_Jakarta_worldsteel_vf.pdf. Accessed 6 Jul 2018
World Steel Association (2018b) The Chinese steel industry at a crossroads. https://www.worldsteel.org/en/dam/jcr:295ce643-fff1-4a23-8db8-d24bf3b154f2/PPT%2520for%2520MB%2520iron%2520ore%2520conference%25202018_EN_final.pdf. Accessed 25 Jul 2018
Xu B (2010) The sophistication of exports: is China special? China Econ Rev 21(3):482–493
Zhu S, Fu X (2013) Drivers of export upgrading. World Dev 51:221–233
Acknowledgements
The author is extremely grateful to three anonymous referees for invaluable comments and suggestions in this study. The author would also like to thank Professor Nozomu Kawabata of Tohoku University for his insight and guidance.
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Sekiguchi, N. Steel trade structure and the balance of steelmaking technologies in non-OECD countries: the implications for catch-up path. Miner Econ 32, 257–285 (2019). https://doi.org/10.1007/s13563-018-0163-x
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DOI: https://doi.org/10.1007/s13563-018-0163-x