Deconstructing the Gender-Equality Paradox in STEM, Part II

In the previous post, I detailed some issues that could help explain in part the gender-equality STEM paradox.


These can be summarized as follows:

  1.  The Global Gender Gap Index (GGGI) measures gaps not levels. It is thus a relative indicator that takes stock of the gender gap regardless of the level or depth of development.
  2. The four GGGI subindices cannot be larger than 1. Thus, the GGGI does not factor-in cases where women are ahead of men. This is related to the previous point: the aim is to measure gender gaps, not gender levels.
  3. As of 2015, UNESCO STEM data is only available for 59 of the 144 countries included in GGGI. That is, almost 60% of the states are missing in the analysis of the gender-equality STEM paradox. Many low-income and lower-middle income countries

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ICO Update: A Slowdown in Sight?

ICO data for last February is now available and shown in Figure 1 below.

We can immediately see that both the number of ICOs and the total investment volume has decreased. The latter, which amounted to 1.2 billion USD for the month, is 20 percent less than the total for January this year. The same goes for completed ICOs which decreased 21 percent. Among them, only one ICO surpassed 100 million dollars, reaching 150 million. And it managed to distance itself from the runner-up by a cool 100 million.

Figure 2 confirms the decline in total monthly investment but shows that the median declined only slightly or about 1.2%.

Even so, the median investment per ICO is still above 16 million dollars.((The average is much higher but probably not significant as the statistical distribution

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Deconstructing the Gender-Equality Paradox in STEM

A paper on the subject published a couple of weeks ago in the academic journal Psychological Science attracted plenty of attention thanks to some of its surprising conclusions.1 The paper is behind a paywall. Its main finding is that, contrary to all expectations, there is an inverse relation between gender equality and the number of women that graduate in Science, Technology, Engineering and Science (STEM). That is, higher gender-equality is correlated to lower female graduation rates in STEM. And vice-versa. How can this be?

In this post, I will explore the issue in more detail. First, I take a quick glance at the data used by the researchers. I then explore some of the nuances of the WEF’s Global Gender Gap Index (GGGI) used to measure gender equality. I conclude with some possible

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Endnotes   [ + ]

1. The paper is behind a paywall.

Blockchain Technology and Human Development revisited

I was invited to Canada to discuss my blockchain technology paper. Here are my opening remarks at the panel organized by Government Affairs and IDRC.

Speaking about a seemingly complex subject such as blockchains poses a challenge not only for me but also for you, the audience. More so when the time is scarce. It is probably not the same challenge, however. So perhaps the best way to start this conversation is to take a step back and start with technological innovation. Technological innovation has been around longer than you and me, for sure. But what has changed nowadays is the frequency in which innovation is happening, especially since the dawn of digital computing and electronics.

The Internet is no doubt the best example here. Initially conceived with government support and public

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The Pervasiveness of Efficiency

Were 19th-century slaves working in the US Southern plantations more efficient than the free farmers of the Northern states? This was one of the critical questions two economists, one being a pioneer of cliometrics, studied in a book published in 1974. Based on extensive empirical research and data available at the time, their conclusion was positive and, at least initially, beyond any doubt.

While first reactions to the book were overwhelmingly favorable, criticism soon started to proliferate. Economic historians were the first ones to speak up, going after the definition of efficiency and the way it was calculated. Some argued that efficiency could not be computed adequately in such context. But perhaps the most fundamental issue was the link the book established between the alleged high

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Chasing ICOs (away?)

Recent events seem to suggest the cryptocurrency bubble is finally starting to deflate. Bitcoin, Ethereum and most of their crypto cousins are significantly down while regulators in several countries are finally beginning to take action on the ground. Nobel laureate economists are also speaking up against the digital currency, arguing that the new currency is not capable of fulfilling the three core functions that define money.

Does this mean that ICOs are on the way out?

If we look at the latest ICO data,((Data was obtained from Sample size includes 1032 ICOs completed by the end of 31 January 2018. 485 or 47% percent did not report any funding. The total number of successful ICOs is thus 547. The DAO ICO is not included as it is considered a failure. Hdac, quoted by some

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An Overview of Blockchain Technology and Digital Identity

Like previous digital technologies, such as the Internet, for example, blockchain technology (BCT) has been driven by a high degree of techno-optimism not yet backed by on the ground impact or reliable evidence. Undoubtedly, the technology, which is still in its infancy, has enormous potential in many sectors and could promote human development if harnessed strategically.

One of the many BCT innovative traits is the use of sophisticated cryptographic tools to generate unique identities for individuals interacting within its distributed network. In general, such identities are pseudo-anonymous, immutable, secure and directly created and managed by the individual. This in principle makes BCT an ideal candidate to propel further innovation in the digital identity sector. The critical question

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Overall Perspectives on Technology

Disruptive, transformative and revolutionary are some of the adjectives commonly used to describe the potential impact of new and emerging technologies on society. Joblessness, human decay, and the Singularity sit on the opposite side constantly reminding us of the darker side of technologies.

Indeed, there are two traditional approaches to the social impact of technology which, despite their very divergent predictions, share a common trait.

The first and most commonly accepted approach is the instrumental approach. Here, technology is a tool: A hammer is a hammer; the Internet is the Internet, ready to be used by people – but lacking any intrinsic social value. In this perspective, technology is neutral meaning 1. Technology can be used in any social environment and can thus be easily

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Cryptocurrencies and Development

While not the only cryptocurrency around, Bitcoin was the first to solve the well-known double-spending problem that characterizes digital currencies. Tackling the issue demanded the creation of blockchain technology (BCT) combined with the use of a brute force algorithm known as proof of work.

Created in 2009, Bitcoin is now one of the largest (and most unstable) currency in the world (Says & Says, 2017). Launched in the fringes of the Internet and initially used only by computer geeks, the cryptocurrency has now become a hot financial asset attracting both traditional and new investors. Word out there is that Bitcoin billionaires do not spend because they fear losing money as Bitcoin rapidly appreciates over time and ad infinitum (Tucker, 2017).

Bitcoin and its crypto-cousins have

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The Butterfly Effect

The weather forecast indicated that heavy rain will commence overnight, lasting close to 36 hours and, in the process, dumping from 1 to 3 inches (2.5 to 7.5 centimeters) on the ground. Yes, a lot of rain was expected. But I had to find a break in the rain to be able to go out and complete my planned running session.

The night before the local weather person told the audience a two-hour rain break in the early morning was in the works. With this in mind, the first thing I did when I woke up the next morning was to check the cool radar option on the mobile app that shows the future path of the incoming rain. Indeed, the radar showed that between 7:45am and 9:15, more or less, the storm will be missing in action in my location.

I started my session at around 7:55am. It was drizzling. Fifteen

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