LSE - Small Logo
LSE - Small Logo

Sarah Edmonds

November 10th, 2014

Danny Quah: Chinese Lessons: Singapore’s Epic Regression to the Mean


Estimated reading time: 5 minutes

Sarah Edmonds

November 10th, 2014

Danny Quah: Chinese Lessons: Singapore’s Epic Regression to the Mean


Estimated reading time: 5 minutes

Danny Quah
Professor Danny Quah

This article was published by the World Bank on 10th November, 2014.

Across all recorded history, 99% of humanity has never invented a single thing. Yet, it is a truth universally acknowledged that long-run sustained progress in economic well-being arises from human creativity and innovativeness. In this regard, the average human and indeed the great majority of humanity over the last seven million years provide a completely misleading guide to what is possible.

Misapplied, the Law of Averages misinforms.

This is why, seemingly against all odds, every nation exhorts its people to be creative and innovative. It is why, apparently against all common sense, every country wants to claim Nobel Prizes for its citizens. Now and then a place as unlikely as Cyprus triumphs. For human success the average is not at all informative as an indicator of what is possible. Otherwise, humanity would still be where it was 7 million years ago.

Yet, when we contemplate the economic success of nations we are easily tempted to fall back on what we know about the average of nations: China cannot keep growing at better than 6% a year because no other country has for as long.

For at least two reasons, we should resist that seductive appeal. First, success is, as just-described, necessarily different from the norm. The average or even the great mass of the distribution of people or of nations simply isn’t revealing as a guide to what can happen. Second, perhaps even the typically-regarded growth decelerations and crashes in the data samples we do consider aren’t really failures after all.

Singapore, in one of the most spectacular of economic accelerations, saw its per capita GDP grow at over 6% per annum for over a decade.

But Lant Pritchett and Larry Summers (Asiaphoria Meets Regression to the Mean, 2014) document how after 1980 Singapore’s growth rate plummeted to a figure 4 percentage points lower than during that period of success. They note that Taipei,China and the Republic of Korea displayed similar trajectories. All these economies saw a growth spurt. Then they all crashed.

The theme that Singapore’s growth trajectory is fraught with imminent failure is of course long-standing. Twenty years ago this year, soon after the collapse of the Soviet Union, Singapore was the target when the world’s most influential economist wrote:

From the perspective of year 2010, current projections of Asian supremacy extrapolated from recent trends may well look almost as silly as 1960s-vintage forecasts of Soviet industrial supremacy did from the perspective of the Brezhnev years.

Pritchett and Summers use these examples to draw a salutary lesson on how China’s economy to date has already massively defied the statistical odds. It cannot continue to do so. The harsh reality of statistics alone tells us China will almost surely crash as well.

But if China were to go the same way, would that be so awful?  What has actually been achieved by the abortive runs of economic over-heating in Singapore and other East Asian false miracles?

In the first half of the 1960s Singapore’s per capita GDP amounted to 16% of the US’s; Taipei,China, 13% of the US; Korea, 7%. The graph shows what unfolded in the PWT8.0 data typically used to study cross-country statistical regression to the mean. By 2007-2011 the US economy was, obviously, seeing dramatic slowdown from the Global Financial Crisis. But then so were all other economies. Indeed, throughout this period pretty much all economies rose, fell, grew fast, and slowed dramatically in turn.

Fluctuations are a fact of economic life. What happened by the end? Averaged over the last 5 years of the sample Singapore’s per capita GDP had grown to 116% that of the US; that of Taipei,China, to 65% of the US; Korea, 62% of the US. Even before the 2008 Global Financial Crisis, Singapore had already overtaken the US.


Given the impression that these are economies that had crashed and burned, Singapore, Taipei, China and Korea have not done badly at all. Indeed, today Singapore is more a first-world country than is the US.

Perhaps looking at growth accelerations and sudden slowdowns isn’t informative for the economic question that really matters:

How have varying patterns of economic growth advanced a nation’s well-being longer-term? Statistically-defined growth decelerations certainly featured in the growth trajectories of Singapore and other East Asian economies. But does that mean those economies have failed?  No.

This is not to under-estimate the significant political and social problems now emerging in the fabric of Singapore society. Inequality is high. The historical social compact between the population and the ruling party badly needs updating. But all that textured variety of economic and political life is not the principal contention here. Interest lies simply in the statistical behaviour of measured per capita GDP.

Today China’s population is 4.3 times that of the US. Even if that ratio declines to 4 and China grows only as Korea has done, China’s economy will within decades be 2.5 times that of the US. If China grows as Singapore, its economy will be 4.5 times the US’s.

China might of course do even better than all these others in the future.  But to succeed perhaps all that China really needs to do is to fail as spectacularly as Singapore.

About the author

Sarah Edmonds

Posted In: Publications | Topical and Comment

Leave a Reply

Your email address will not be published. Required fields are marked *

RSS Justice and Security Research Programme

RSS LSE’s engagement with South Asia

  • Harka and Balen: Era of Political Renaissance in Nepal?
    Can a new, hands-on, citizen-focused practice of political governance change traditionally hierarchical élite political behaviour? Shishir Bhatta discusses how the politics of two mayors with no political bloodline is impacting political and citizen awareness in Nepal.    In June 2023, Harka Raj Sampang Rai, the Mayor of Dharan, succeeded in bringing direct water supply to […]
  • Ladakh: Fighting for a Sustainable Future
    Fragile eco-regions require special attention to ensure the preservation of their environment and lifestyle. Confronted with the imperatives of modernity, such places have to often speak louder than others to insure their future. Gurmeet Kaur discusses the region of Ladakh in northern India, and the advocacy by its people for a sustainable future.      […]