Big data and complexity: evidence for the structural approach to economic development

This post summarises some of the ideas in an interesting article from the May issue of the Cambridge Journal of Economics. The piece shows that an analysis of ‘complex networks’ using ‘big data’ lends support to structuralist arguments about growth and development. I briefly discuss the implications for industrial policies intended to promote the ‘catching up’ of poor countries with richer ones.

The Cambridge Journal of Economics (CJE) is an influential heterodox journal published six times a year. It includes as one of its patrons nobel prize-winner Amartya Sen and as associate editors Ha-Joon Chang, Mushtaq Khan and Anwar Shaikh, whose ideas I have sometimes discussed in previous posts.

As CJE articles are usually behind a paywall, I thought it would be helpful to summarise and comment on one or two when they are interesting and relevant to this blog. Continue reading

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High wages vs high savings as models of development

I refer to the work of Michael Pettis quite often on this blog. He strikes me as a highly original thinker, combining macroeconomics, finance, development, political economy and economic history in a way which provides a deep understanding of world economic events.

He recently posted here about what he sees as the two main models of economic development which nations have used to transform their economies at certain times in history: the high wages model, and the high savings model.

Models of development can be described as a set of policies and institutions which aim to develop the economy and achieve sustained rises in productivity and output via industrialisation and the advancement of technology.

For Pettis, both models aim to raise wages and productivity, but they are distinct from one another in how they drive the investment which makes this possible. Continue reading

We do not live in a post-industrial age (Ha-Joon Chang’s Thing 9)

23-things-they-don-t-tell-you-about-capitalismFrom Ha-Joon Chang’s 23 Things They Don’t Tell You About Capitalism:

“We may be living in a post-industrial society in the sense that most of us work in shops and offices rather than in factories. But we have not entered a post-industrial stage of development in the sense that industry has become unimportant. Most (although not all) of the shrinkage in the share of manufacturing in total output is not due to the fall in the absolute quantity of manufactured goods produced but due to the fall in their prices relative to those for services, which is caused by their faster growth in productivity (output per unit of input). Now, even though de-industrialization is mainly due to this differential productivity growth across sectors, and thus may not be something negative in itself, it has negative consequences for economy-wide productivity growth and for the balance of payments, which cannot be ignored. As for the idea that developing countries can largely skip industrialization and enter the post-industrial phase directly, it is a fantasy. Their limited scope for productivity growth makes services a poor engine of growth. The low tradability of services means that a more service-based economy will have a lower ability to export. Lower export earnings means a weaker ability to buy advanced technologies from abroad, which in turn leads to slower growth. (p.88-9)

…[E]ven the rich countries have not become unequivocally post-industrial. While most people in those countries do not work in factories any more, the manufacturing sector’s importance in their production systems has not fallen very much, once we take in to account the relative price effects. But even if de-industrialization is not necessarily a symptom of industrial decline (although it often is), it has negative effects for long-term productivity growth and the balance of payments, both of which need reckoning. The myth that we now live in a post-industrial age has made many governments ignore the negative consequences of de-industrialization.

As for the developing countries, it is a fantasy to think that they can skip industrialization and build prosperity on the basis of service industries. Most services have slow productivity growth and most of those services that have high productivity growth are services that cannot be developed without a strong manufacturing sector. Low tradability of services means that a developing country specializing in services will face a bigger balance of payments problem, which for a developing country means a reduction in its ability to upgrade its economy. Post-industrial fantasies are bad enough for the rich countries, but they are positively dangerous for developing countries.” (p.101)

Notes on economic development in Africa

I have been doing some reading on economic development in Africa recently. The continent, if it is even possible to lump its many diverse nations together when discussing development, which is probably unwise, gets some bad press. But as development economist Ha-Joon Chang has said in his bestselling book, ‘Africa is not destined for underdevelopment‘.

That is refreshingly optimistic, and I humbly concur. Having said that, Chang thinks it is all about policies, but for me this is only part of the story. Why do bad policies persist? This is what we need to study. Poor nations whose people want things to improve via economic and social development need pragmatic and effective governments who can implement policies appropriate to their particular national contexts. These will vary from country to country, and over time.

Below I will share some of the ideas I have gathered which mainly draw on the work of political economists who have studied development processes across the African continent. Continue reading

Why development in Africa is so difficult

In this brief video, a journalist gives his view as to why development in Africa has been so difficult. The answer apparently lies in the colonial legacy of (mis)dividing up the continent into states in a way that has failed to give rise to nation-building, both economically and politically. He also points a finger at self-serving elites, who have built great personal wealth but not, in general, the wealth of their own nations.

However, he does ignore the uneven record of growth on the continent since World War Two, which saw varying degrees of economic transformation. It is a tragedy that much good was undone during the ‘lost decades’ of the 1980s and 90s. A number of countries grew more rapidly in the 2000s, mainly due to the expansion of primary commodity exports, but a widespread problem is the failure of governments to diversify their economies into sectors which have more potential for growth in output and productivity, such as manufacturing.

Notes and quotes on Zimbabwe and Marx’s theory of ‘so-called primitive accumulation’

Zimbabwe is in political turmoil. Now that Robert Mugabe has gone, many are wondering what will come next. Given my interest in development economics and my own ignorance of the political economy of this troubled nation, beyond the reporting of the mainstream media, I thought it would be helpful to draw on some of the ‘literature’ to further my understanding and, hopefully, that of the readers of this blog. I can’t pretend to have expertise in this area, but one of the aims here is to share useful knowledge, so here goes.

I have included a brief summary of Zimbabwe’s economic performance since the War and follow that with some quotes from political economists who have studied the country, as well as the historical emergence of capitalism through what Marx called ‘primitive accumulation’. Continue reading

‘For he that hath, to him shall be given’: the problem of regional inequality

DSC00234Success breeds success, and failure breeds failure. This seems to be the trend in the UK’s regional inequalities, as pointed out last week by Andy Haldane, chief economist at the Bank of England. The division in growth rates and income levels between London and the South East, and the North, are particularly stark. Only in the former are income levels now above those before the Great Recession, which began more than eight years ago, while the latter has fallen further behind.

This regional divide is not a new phenomenon. It has been the result of decades of uneven economic development in the regions of the UK. The almost relentless decline in the share of manufacturing output and jobs for the UK as a whole, particularly since the 1980s, hit the North of England and parts of Wales hard. Private sector dynamism has tended to be concentrated in London and the South East, particularly in the service sector, which makes up the majority of GDP and employment.

Successive governments have responded in different ways to regional inequality. Continue reading