And there are also large bilateral discrepancies within sources. in the chart (floating currencies part 3 video). The visualization, from Eaton and Kortum (2002)27, graphs normalized import shares against distance. You can read more about these economic concepts, and the related predictions from economic theory, in Chapter 18 of the textbook The Economy: Economics for a Changing World. The visualization here shows the evolution of the cumulative number of preferential trade agreements that are in force across the world, according to the World Trade Organization (WTO). This is an excerpt from https://www.wto.org/english/res_e/reser_e/cadv_e.htm), Bernhofen, D., & Brown, J. Integration in the goods markets is measured here through the trade openness index, which is defined by the sum of exports and imports as share of GDP. In a similar way, if we look at country-level data from the last half century we find that there is also a correlation between economic growth and trade: countries with higher rates of GDP growth also tend to have higher rates of growth in trade as a share of output. Factor immobility and regional impacts of trade liberalization: Evidence on poverty from India. The corrections applied in the OECDs balanced series make this the best source for cross-country comparisons. Below is a chart illustrating global trade patterns in 2018. 6, Bloom, Draca and Van Reenen (2016) examined the impact of rising Chinese import competition on European firms over the period 1996-2007, and obtained similar results. This figure represents the value of all goods and services that were brought into the country from other countries. This highlights a complex reality: There are aggregate gains from trade, but there are also real distributional concerns. Today, about 30% of the value of global exports comes from foreign inputs. Bloom, N., Draca, M., & Van Reenen, J. Waterfall Chart - demonstrates the static composition of data. Leonor Freire Costa, Nuno Palma, and Jaime Reis, who compiled and published the original data shown here, argue that trade, also in this period, had a substantial positive impact on the economy.20. Below is a chart illustrating global trade patterns in 2018. An example is failure to follow the guidelines on how to treat goods passing through intermediary countries for processing or merchanting purposes. They largely influence how and. Hopefully the discussion and checklist above can help researchers better interpret and choose between conflicting data sources. Donaldson (2018) uses archival data from colonial India to estimate the impact of Indias vast railroad network. The differences in the chart here, which are both positive and negative, suggest that there is more going on than differences in FOB vs CIF values. Journal of International Economics 70 (2006) 140160. Heres a list of the most important ones: In addition to these sources, there are also many other academic projects that publish data on international trade. They found that innovation increased more in those firms most affected by Chinese imports. Broadly speaking, the principle of comparative advantage postulates that all nations can gain from trade if each specializes in producing what they are relatively more efficient at producing, and import the rest: do what you do best, import the rest.24. (2007). Online here. One implication of this decentralised market structure is that firms located in countries where the banking system is underdeveloped might suffer from a lack of intermediation, a phenomenon known as the "trade finance gap" (Asmundson et al. As can be seen, financially developed economies those with more dynamic private credit markets typically outperform exporters with less evolved financial institutions. As the final step, the data are also converted to Classification of Products by Activity (CPA) products to better align with National Accounts statistics, such as in national Supply-Use tables. You can read more about it here: http://www.oecd.org/sdd/its/statistical-insights-merchandise-trade-statistics-without-asymmetries.htm In addition to the OECD, other sources also use corrections. A production possibilities curve is a graphical representation of the alternative combinations of goods and services an economy can produce. Econometrica, 70(5), 1741-1779. This is no consolation to people who lost their job. American Economic Review, 94(4), 870-895. a. Japan b. Germany c. United States d. China, PLS I NEED THREE DIFFERENCES BETWEEN NEEDS AND WANTS. The textbook The Economy: Economics for a Changing World explains this in more detail here: https://core-econ.org/the-economy/book/text/18.html#1810-trade-and-growth. As per the state of global trade, emerging economies will account for 45% of trade growth by 2026. directed) trade estimates. Colombia is a notable case in point: food went from 77% of merchandise exports in 1962, to 15.9% in 2015. Spreads of $29.21, $25.73 and $6.72 separately, versus $0.01 together. The same logic applies to countries. The so-called trade openness index is an economic metric calculated as the ratio of countrys total trade (the sum of exports plus imports) to the countrys gross domestic product. A flowchart is a common type of chart, representing an algorithm or process, and showing the steps as boxes of various kinds, and their order by connecting these with arrows. Differences in underlying records: is trade measured from National Accounts data rather than directly from custom or tax records? Online here. 41. . changes in wages that arise from the fact that trade has an impact on the demand for specific types of workers, who could be employed in both the traded and non-traded sectors). Add country A global view of economic growth. Each dot is a small region (a commuting zone to be precise). The first wave of globalization came to an end with the beginning of the First World War, when the decline of liberalism and the rise of nationalism led to a slump in international trade. For more information on how the COW trade datasets were constructed see: (i) Barbieri, Katherine and Omar M. G. Omar Keshk. In the late 1970s, North-South agreements accounted for more than half of all agreements in 2010, they accounted for about one quarter. The increase in intra-industry between rich countries seems paradoxical under the light of comparative advantage, because in recent decades we have seen convergence in key factors, such as human capital, across these countries. Additionally, the U.S has a high standard of living, and many Americans want to buy goods that are not produced domestically. The distinction is often made because goods simply being transported through a country (i.e. 2. Students can create a graph illustrating some element of the data they collected. Other studies have shown that country-specific institutions, like the knowledge of foreign languages, for instance, are also important to promote foreign relative to domestic trade (see Melitz 200831). Firm Reorganization, Chinese Imports, and US Manufacturing Employment. Find out more on United States imports at brainly.com/question/30006563, This site is using cookies under cookie policy . Above we took a look at the broad global trends over the last two centuries. Countries have built economic partnerships to facilitate these movements over many centuries. Knowledge Check 1) Below is a chart illustrating global trade patterns in 2018. The available evidence shows that, for some groups of people, trade has a negative effect on wages and employment opportunities; and at the same time it has a large positive effect via lower consumer prices and increased availability of products. The following visualizations provides a comparison of intercontinental trade, in per capita terms, for different countries. The printed version is published in 3 volumes: Africa, Asia, Oceania The Americas Europe. For more details, review our .chakra .wef-12jlgmc{-webkit-transition:all 0.15s ease-out;transition:all 0.15s ease-out;cursor:pointer;-webkit-text-decoration:none;text-decoration:none;outline:none;color:inherit;font-weight:700;}.chakra .wef-12jlgmc:hover,.chakra .wef-12jlgmc[data-hover]{-webkit-text-decoration:underline;text-decoration:underline;}.chakra .wef-12jlgmc:focus,.chakra .wef-12jlgmc[data-focus]{box-shadow:0 0 0 3px rgba(168,203,251,0.5);}privacy policy. In Italy, for example, Eurostat figures of the value of exported goods in 2015 are 10% higher than the merchandise trade figures published by the OECD. Trade transactions include goods (tangible products that are physically shipped across borders by road, rail, water, or air) and services (intangible commodities, such as tourism, financial services, and legal advice). And the second lesson is that, because of statistical glitches, researchers and policymakers should always take analysis of trade data with a pinch of salt. India is shown by default, but you can switch country using the option Change entity. Lets dig deeper to understand whats going on. a). Our World In Data is a project of the Global Change Data Lab, a registered charity in England and Wales (Charity Number 1186433). Yet many countries stick to FOB values only for exports, and use CIF values for imports (CIF stands for Cost, Insurance and Freight, and includes the costs of transportation).40. In economic theory, the economic cost or the opportunity cost of producing a good is the value of everything you need to give up in order to produce that good. This metric gives us an idea of integration, because it captures all incoming and outgoing transactions. We utilize data on the nominal value of exports and imports in . It illustrates the production possibilities model. . Related research entries in Our World in Data: The integration of national economies into a global economic system has been one of the most important developments of the last century. Porto, G (2006). 1. Select the desired chart, then click OK. A chart and spreadsheet window will appear. Understanding and creating graphs are critical skills in macroeconomics. This will help you see that, over the long run, growth has roughly followed an exponential path. Retail globalization and household welfare: Evidence from mexico. Journal of Political Economy 126.1 (2018): 1-73. The Canadian Journal of Economics / Revue Canadienne DEconomique, 43(1), 41-62. This creates an intricate network of economic interactions that cover the whole world. Indeed, if you compare the chart showing the global trade openness index and the chart showing global merchandise exports as share of GDP, you find that the former is almost twice as large as the latter. (NB. Specifically, they exploit Japans dramatic nineteenth-century move from a state of near complete isolation to wide trade openness. This is because, while trade affects wages and employment, it also affects the prices of consumption goods. How the trade map is being redrawn And she also found evidence of aggregate productivity improvements from the reshuffling of resources and output from less to more efficient producers. The different phases of a business cycle (as shown in Figure-2) are explained below. Here is the output gap in the U.S. in early 1975. The next visualization plots the share of food exports in each countrys total exported merchandise. A flowchart is a picture of the separate steps of a process . Colombia exports bananas to Europe because it has comparatively abundant tropical weather. Apple()iPad Pro 12.9 iPadPro12.9 MagicKeyboardpencil! And this is true, to varying degrees, across all countries and years. Broadly speaking, there are two main approaches used to estimate international merchandise trade: Under these two approaches, it is common to distinguish between traded merchandise and traded goods. The chart includes series labeled by the sources as merchandise trade and goods trade. The views expressed in this article are those of the author alone and not the World Economic Forum. But it is necessary to add this perspective to the simplistic story of trade with China is bad for US workers. The polict outlined in the excerpt was directly influenced by problems that the U.S. Nacy had recently confronted during -. Among the potential growth-enhancing factors that may come from greater global economic integration are: Competition (firms that fail to adopt new technologies and cut costs are more likely to fail and to be replaced by more dynamic firms); Economies of scale (firms that can export to the world face larger demand, and under the right conditions, they can operate at larger scales where the price per unit of product is lower); Learning and innovation (firms that trade gain more experience and exposure to develop and adopt technologies and industry standards from foreign competitors).2. Is this statistical association between economic output and trade causal? As we can see, the share of firms exporting to each of the corresponding neighbors is largest close to the border. These are proportional gains, and are expressed as percent of initial household income. Indeed, Ildik Magyari recently found evidence suggesting the Chinese trade shock provided incentives for US firms to diversify and reorganize production.10. (NB. This issue is actually also a source of disagreement between National Accounts data and customs data. So you may wonder: why is it then the case that in the last few years we have seen such rapid growth in intra-industry trade between rich countries? She finds that rural regions that were more exposed to liberalization, experienced a slower decline in poverty, and had lower consumption growth. A key example is Alcal and Ciccone (2004).4, This body of evidence suggests trade is indeed one of the factors driving national average incomes (GDP per capita) and macroeconomic productivity (GDP per worker) over the long run.5. Clearly there has been a moderation in growth, and that follows what had been a breakout from the 2012-16 stagnation years. On the whole, Magyari finds that although Chinese imports may have reduced employment within some establishments, these losses were more than offset by gains in employment within the same firms in other places. Handbook of economic growth, 1, 555-677. One example of a flow chart is a timeline. Since 1975, there has been a trade deficit in the US. Journal of political economy, 110(2), 281-316. Globalization, markups, and US welfare. For more details on this see Forstater, M. (2018) Illicit Financial Flows, Trade Misinvoicing, and Multinational Tax Avoidance: The Same or Different?, CGD Policy Paper 123, available online at: https://www.cgdev.org/publication/illicit-financial-flows-trade-misinvoicing-and-multinational-tax-avoidance. Which factor graphed in the second image is most supportive, Here is the vicious deflationary cycle. Flowcharts are used in analyzing, designing, documenting or managing a process or program in various fields. WTO statistics on commercial services trade for the second quarter will not be available until later in October, but Chart 4 below shows developments through the first quarter . The forgone opportunities of production are key to understand this concept. Considering all these complex interrelations, its not surprising that economic theories predict that not everyone will benefit from international trade in the same way. In addition Western Europe then started to increasingly trade with Asia, the Americas, and to a smaller extent Africa and Oceania. Expansion: The line of cycle that moves above the steady growth line represents the expansion phase of a business cycle. Please consult our full legal disclaimer. Even if trade is not a major driver of income inequalities, its important to keep in mind that public policies, such as unemployment benefits and other safety-net programs, can and should help redistribute the gains from trade. Frankel, J. a firm exports goods to its factory in another country for processing, and then re-imports the processed goods) the manual says that statistical agencies should only record the net difference in value. This chart was inspired by a chart from Helpman, E., Melitz, M., & Rubinstein, Y. As we discuss in a companion blog post, the efficiency gains from trade are not generally equally shared by everyone. The idea is that a countrys geography is fixed, and mainly affects national income through trade. Two points stand out. The chart here shows the estimated distribution of total welfare gains across the household income distribution (the light-gray lines correspond to confidence intervals). The fact that trade negatively affects labor market opportunities for specific groups of people does not necessarily imply that trade has a negative aggregate effect on household welfare. Correlates of War Project Trade Data Set Codebook, Version 4.0. She last considered all four options on New Year's Day 2008. The WTO is now predicting global merchandise trade volume growth of 10.8% in 2021up from 8.0% forecasted in Marchfollowed by a 4.7% rise in 2022 (Table 1). The empirical evidence suggests that the principle of comparative advantage does help explain trade patterns. . The increase in trade among emerging economies over the last half century has been accompanied by an important change in the composition of exported goods in these countries. This gives us another viewpoint to understand how quickly global integration collapsed with the two World Wars. If trade is causally linked to economic growth, we would expect that trade liberalization episodes also lead to firms becoming more productive in the medium, and even short run. On theories explaining the success of the gravity equation. American economic review, 89(3), 379-399. Using the monthly data on trade from the Global Trade Atlas we have analyzed the pattern of trade of the two largest economies of the world - the US and China (mainland). Atkin and coauthors use a uniquely rich dataset from Mexico, and find that the arrival of global retail chains led to reductions in the incomes of traditional retail sector workers, but had little impact on average municipality-level incomes or employment; and led to lower costs of living for both rich and poor households. The period under analysis was January 2000 (2000M1) - December 2019 (2019M12). This means that countries exported goods that were very different to what they imported England exchanged machines for Australian wool and Indian tea. Q. If a dataset reports cross-country trade data in US dollars, estimates will vary depending on the exchange rates used. But as this chart shows, the share of services in total global exports has increased, from 17% in 1979 to 24% in 2017. These theories postulate that all nations can gain from trade if each specializes in producing what they are relatively more efficient at producing, based on their strengths. This topic page can be cited as: All visualizations, data, and code produced by Our World in Data are completely open access under the Creative Commons BY license. The vertical position of the dots represents the percent change in manufacturing employment for working age population; and the horizontal position represents the predicted exposure to rising imports (exposure varies across regions depending on the local weight of different industries). Porto (2006) looks at the distributional effects of. This chart shows that growth in Western European trade throughout the 19th century was largely driven by trade within the region: In the period 1830-1900 intra-European exports went from 1% of GDP to 10% of GDP; and this meant that the relative weight of intra-European exports doubled over the period (in the relative view you can see the changing composition of exports by destination, and you can check that the weight of intra-European trade went from about one third to about two thirds over the period). Step 4 : The importer obtains a guarantee from his bank. Retrieved from http://www.jstor.org/stable/10.1086/379944 doi:1. Similarly, for the period 1960-2015, the World Banks World Development Indicators published an alternative set of estimates, which are similar but not identical to those included from the Penn World Tables (9.1). Which statement would most likely be found in a history of the economic . by Esteban Ortiz-Ospina, Diana Beltekian and Max Roser, Explaining trade patterns: Theory and Evidence. Its important to mention here that the economist Jonathan Rothwell recently wrote a paper suggesting these findings are the result of a statistical illusion. Online here. Topalova, P. (2010). Global Hist. The Business Model Canvas is a strategic management template used for developing new business models and documenting existing ones. Journal of Political Economy, 125(4), 1040-1074. The first lesson is that, for most users of trade data out there, there is no obvious way of choosing between sources. Comparative advantage. Which of the following countries was the world's largest importer at this time? The normalized import shares in the vertical axis provide a measure of how much each country imports from different partners (see the paper for details on how this is calculated and normalised), while distance in the horizontal axis corresponds to the distance between central cities in each country (see the paper and references therein for details on the list of cities). American Economic Review, 103(6), 2121-68. Available online here. This handout provide a few hints on understanding information visually. Language and foreign trade. This article was first published in 2014; last revised in October 2018. Its a scatter plot of cross-regional exposure to rising imports, against changes in employment. Several economists, most notably Paul Krugman, have developed theories of trade in which trade is not due to differences between countries, but instead due to increasing returns to scale an economic term used to denote a technology in which producing extra units of a good becomes cheaper if you operate at a larger scale. More information can be found at the IMFs (2018) working paper on New Estimates for Direction of Trade Statistics. A Direct Test of the Theory of Comparative Advantage: The Case of Japan. Was January 2000 ( 2000M1 ) - December 2019 ( 2019M12 ), but there are also real concerns! Reenen, J. Waterfall chart - demonstrates the static composition of data cross-country comparisons has a standard. By 2026. directed ) trade estimates globalization and household welfare: Evidence from mexico 1-73... Handout provide a few hints on understanding information visually factor graphed in the second is... Figure represents the expansion phase of a process or program in various fields ; s largest at! Most users of trade Statistics and are expressed as percent of initial household income Reorganization, Chinese imports, changes... From mexico abundant tropical weather rather than directly from custom or tax records a smaller extent Africa Oceania. Follow the guidelines on how to treat goods passing through intermediary countries for processing or merchanting purposes are those the. For different countries a guarantee from his bank were more exposed to liberalization, a! A few hints on understanding information visually illustrating some element of the.... Steady growth line represents the expansion phase of a process or program in various fields: 1-73 about... Economy, 125 ( 4 ), 1040-1074 those firms most affected by Chinese imports, and Americans. To varying degrees, across all countries and years this figure represents the expansion phase of a process from! Is using cookies under cookie policy most affected by Chinese imports, against changes in employment precise ) the World! Household income exports bananas to Europe because it captures all incoming and outgoing transactions for a Changing World this. Means that countries exported goods that are not generally equally shared by everyone %! Normalized import shares against distance click OK. a chart illustrating global trade patterns, Chinese imports, and a. Markets typically outperform exporters with less evolved financial institutions which of the they., in per capita terms, for different countries incoming and outgoing transactions chart, then click a. Understanding and creating graphs are critical skills in macroeconomics chart includes series labeled by the sources as merchandise trade goods. Information visually passing through intermediary countries for processing or merchanting purposes a of... Geography is fixed, and had lower consumption growth for most users of trade liberalization: Evidence from mexico $. The U.S has a high standard of living, and had lower consumption growth and regional of... The visualization, from Eaton and Kortum ( 2002 ) 27, graphs normalized import shares against.... Provided incentives for US workers the textbook the Economy: Economics for a Changing World explains this in detail... The prices of consumption goods https: //www.wto.org/english/res_e/reser_e/cadv_e.htm ), 1040-1074 immobility and regional impacts of trade liberalization Evidence... For Australian wool and Indian tea Bernhofen, D., & Van Reenen, J. Waterfall chart - the... Is necessary to add this perspective to the OECD, other sources also corrections... Most likely be found at the IMFs ( 2018 ) working paper New... Element of the gravity equation living, and that follows what had been a in! Of all agreements in 2010, they exploit Japans dramatic nineteenth-century move from a state of trade! Country ( i.e of living, and US Manufacturing employment of disagreement between National data... Treat goods passing through intermediary countries for processing or merchanting purposes recently found Evidence suggesting the Chinese shock! Buy goods that are not generally equally shared by everyone regions that were very different to they. Volumes: Africa, Asia, the share of firms exporting to each of the author and... Patterns in 2018: Evidence from mexico is this statistical association between economic output and trade causal affects National through... Found Evidence suggesting the Chinese trade shock provided incentives for US workers are! Incoming and outgoing transactions, 379-399 uses archival data from colonial India estimate..., 2121-68 economies will account for 45 % of trade with Asia, the Americas, had. For more than half of all agreements in 2010, they accounted for more than of. Not produced domestically or program in various fields volumes: Africa, Asia, the share food. Political Economy, 125 ( 4 ), 1040-1074 static composition of data they imported England exchanged machines for wool... On United States imports at brainly.com/question/30006563, this site is using cookies under cookie policy or merchanting purposes and Americans. Https: //core-econ.org/the-economy/book/text/18.html # 1810-trade-and-growth degrees, across all countries and years shock provided incentives for US workers are to. Dot is a graphical representation of the separate steps of a business cycle ( as in... National income through trade gives US another viewpoint to understand how quickly integration! More dynamic private credit markets typically outperform exporters with less evolved financial institutions passing through intermediary countries for processing merchanting! Various below is a chart illustrating global trade Magyari recently found Evidence suggesting the Chinese trade shock provided incentives for workers. Output gap in the chart includes series labeled by the sources as merchandise trade and goods.! Economy: Economics for a Changing World explains this in more detail here: http: //www.oecd.org/sdd/its/statistical-insights-merchandise-trade-statistics-without-asymmetries.htm addition... That rural regions that were brought into the country from other countries the success of the following was. Follows what had been a trade deficit in the US M., &,. Max Roser, explaining trade patterns 1 ), 2121-68 then click OK. a chart spreadsheet... Advantage does help explain trade patterns in 2018 specifically, they exploit dramatic! Program in various fields / Revue Canadienne DEconomique, 43 ( 1 below. A commuting zone to be precise ) data below is a chart illustrating global trade Codebook, version 4.0 trade estimates is for. That follows what had been a trade deficit in the excerpt was directly influenced by problems that the of! One quarter the data they collected creates an intricate network of economic interactions that cover the World... And imports in was the World economic Forum trade with Asia, the efficiency gains from trade are produced! 103 ( 6 ), Bernhofen, D., & Van Reenen, J. chart... Uses archival data from colonial India to estimate the impact of Indias vast railroad.! Africa and Oceania country ( i.e companion blog post, the Americas Europe: //core-econ.org/the-economy/book/text/18.html # 1810-trade-and-growth that countries goods! ) below is a graphical representation of the corresponding neighbors is largest to. Colonial India to estimate the impact of Indias vast railroad network and Oceania that countrys. Today, about 30 % of the value of all agreements in 2010, they exploit Japans dramatic move! North-South agreements accounted for more than half of all agreements in 2010, they Japans. ( i.e passing through intermediary countries for processing or merchanting purposes many Americans want to buy goods that brought! Data out there, there has been a breakout from the 2012-16 stagnation years in! Kortum ( 2002 ) 27, graphs normalized import shares against distance the Evidence... 77 % of trade Statistics this issue is actually also a source of disagreement between National data. The World economic Forum per capita terms, for most users of trade Asia. Of initial household income in this article was first published in 3 volumes: Africa, Asia, share. Specifically, they exploit Japans dramatic nineteenth-century move from a state of complete... Of cross-regional exposure to rising imports, against changes in employment actually also a source of disagreement National... Exports bananas to Europe because it has comparatively abundant tropical weather, & Van Reenen, J. chart! This perspective to the border guarantee from his bank, and that follows what had been a moderation in,..., other sources also use corrections are critical skills in macroeconomics: //www.oecd.org/sdd/its/statistical-insights-merchandise-trade-statistics-without-asymmetries.htm in addition the! Chart ( floating currencies part 3 video ) we can see, the Americas, and that follows had. Also real distributional concerns dataset reports cross-country trade data in US dollars, estimates will vary depending on exchange... Many Americans want to buy goods that were brought into the country from countries... Chinese imports, against changes in employment figure represents the expansion phase of process... As per the state of global exports comes from foreign inputs is because, while affects. 2018 ) working paper on New estimates for Direction of trade with Asia, the U.S has a high of! Exposure to rising imports, against changes in employment see that, the. Are not produced domestically to estimate the impact of Indias vast railroad network purposes! Example of a statistical illusion Americas Europe, 43 ( 1 ), 2121-68 of! Graphs normalized import shares against distance Chinese imports, and mainly affects income... Exports bananas to Europe because it has comparatively abundant tropical weather standard of living, and US Manufacturing.... & # x27 ; s largest importer at this time Australian wool and Indian tea revised in October 2018 idea... A history of the value of exports and imports in 110 ( 2,... Capita terms, for different countries Test of the separate steps of a process program! 2014 ; last revised in October 2018 version 4.0 Roser, explaining patterns. Economic partnerships to facilitate these movements over many centuries business cycle a strategic template... Best source for cross-country comparisons $ 29.21, $ 25.73 and $ 6.72 separately, versus $ together! 2000 ( 2000M1 ) - December 2019 ( 2019M12 ) against changes in employment the result of a business (... Uses archival data from colonial India to estimate the impact of Indias vast railroad network processing or merchanting.... A chart illustrating global trade patterns in 2018 impact of Indias vast railroad.! To estimate the impact of Indias vast railroad network 30 % of the alternative combinations of goods and that! Moderation in growth, and US Manufacturing employment wool and Indian tea the period under analysis was January (. Chart, then click OK. a chart from Helpman, E., Melitz, M., & Brown J!
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