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01 / 05
Death by Experts: the World Bank’s Doing Business Report

Blog Post | Economic Growth

Death by Experts: the World Bank’s Doing Business Report

Instead of improving the Bank’s flagship publication, the frequent changes to its methodology made it increasingly less transparent – to the point of being useless.

Summary: The World Bank’s Doing Business report, which measured the legal and regulatory barriers to entrepreneurship around the world, was recently discontinued after allegations of data manipulation. The report was a valuable contribution to our understanding of economic development, and its demise was caused by unnecessary changes to its methodology that undermined its transparency and credibility.


The decade-long fight over the World Bank’s Doing Business project and the report’s recent demise are a reminder that the perfect can become the enemy of the good. Instead of improving the Bank’s flagship publication, the frequent well-intentioned changes to its methodology made it increasingly less transparent and more prone to manipulation – to the point of being useless.

The announcement that Doing Business was being discontinued came after the Bank’s investigation of improprieties of officials, including the World Bank Group’s then-president Jim Yong Kim, and its former CEO, Kristalina Georgieva, currently managing director of the International Monetary Fund. Both are alleged to have pressured the report’s authors in 2017 to award higher scores to China than it would otherwise deserve. Similar ‘tweaks’ were made later to improve the scores of Saudi Arabia and the United Arab Emirates.

Good riddance, some say. In hindsight, “the index itself should never have been invested with so much meaning,” argues Mihir Swarup Sharma of Bloomberg Opinion, adding a reminder of how a 30-place boost to India’s rankings, driven entirely by changes in methodology between 2016 and 2017, was used as a talking point by India’s prime minister Narendra Modi.

Yet, the jubilation at the survey’s end is as misplaced as the efforts to place the blame on the doorstep of the supposed ‘neoliberal’ Zeitgeist that had led to its creation. Set up in 2003, Doing Business was an important contribution to our understanding of barriers to economic development and poverty reduction around the world, grounded in rock-solid research about the importance of legal systems and institutions in driving entrepreneurship, innovation, and economic dynamism.

The World Bank may be the only organization with the capacity to conduct a global survey of companies about the legal and regulatory barriers and costs to their activities, which the Doing Business team cross-checked against collected information about the actual content of legislation in place. The result was not just a ranking of countries, typically with the likes of Singapore, New Zealand, and Hong Kong at the top, but also detailed information about the comparative cost and length of procedures such a starting a business (half a day in New Zealand, versus 230 days in Venezuela, according to the most recent edition), bankruptcy, obtaining construction permits, or getting hooked to the electrical grid.

The crudeness and the approximative nature of such metrics, which irked some legal experts, was the point. Better to have noisy, imperfect measures of costs of legal procedures and regulation, which are comparable across countries, than to get lost in the nuances of different legal codes – and to miss the forest for the trees.

The goal of this exercise, after all, was not just intellectual – it was to improve public policy. On that front, the product delivered. Take Mauritius, ranked 13th in the world on the most recent edition of Doing Business. Following two decades of reforms and strong economic growth, it enjoys a real per capita income of over $22,000 (comparable to Bulgaria), while its corruption levels are lower than Greece’s or Slovakia’s, according to Transparency International’s Corruption Perception Index.

As political scientists Hilary Appel and Mitchell A. Orenstein explain, data resources such as Doing Business were also instrumental in post-communist Eastern Europe, which saw the deepest economic liberalization undertaken in the world at that time. As the economies of the region were opening up to the world simultaneously, they were chasing mobile capital to kickstart their growth.

This process of institutional and tax competition worked – the resulting inflows of foreign investment to the region were larger than anywhere else in the world. In fact, the most recent arrivals in the IMF’s category of advanced economies are dominated by post-communist countries that were at the forefront of such reforms: the Czech Republic, Slovakia, Lithuania, Latvia, Estonia, and Slovenia.

The main culprit behind Doing Business’ untimely end is neither the original idea behind the project nor even the Bank leadership’s eagerness to please the CCP and other autocrats. Rather, the root of the failure lies with the oftentimes well-meaning efforts to turn the project away from simple, objectively measurable indicators towards ever more complicated and nuanced ones, immune to accusations of a supposed ‘deregulation bias.’ Already in 2012, president Kim convened an expert panel and a public consultation to revise the project’s methodology – a conversation that ended up being dominated by activist groups critical of the project’s very existence.

The subsequent changes to the methodology gave much greater weight to expert assessments and, on some metrics, started penalizing economies with lighter regulatory burdens. Instead of simply averaging countries’ scores, the new version of the project purported to measure the ‘distance’ between existing legal and regulatory frameworks and international ‘best practice.’ As a result, Doing Business scores became more difficult to interpret, less transparent – and largely useless for comparisons over time. That led not only to an obfuscation of the objective, easily understandable metrics that had made the survey such a success in the first place but also invited precisely the kind of hidden manipulation that was uncovered in the Bank’s most recent investigation.

The idea that since its inception, Doing Business embodied “naive optimism, expressed perfectly in the notion that capital could calculate where it would earn a suitable risk-return profile simply by looking at a table” is a strawman. The project’s limitations were always obvious – but so were the benefits of the data it collected. It is those future benefits, including poverty reduction and increased economic dynamism in countries that are seeking to improve their business environments, that have now been irretrievably lost.

Washington Post | Health & Medical Care

FDA Authorizes AI-Driven Test to Predict Sepsis in Hospitals

“Bobby Reddy Jr. roamed a hospital as he built his start-up, observing how patient care began with a diagnosis and followed a set protocol. The electrical engineer thought he knew a better way: an artificial intelligence tool that would individualize treatment.

Now, the Food and Drug Administration has greenlighted such a test developed by Reddy’s company, Chicago-based Prenosis, to predict the risk of sepsis — a complex condition that contributes to at least 350,000 deaths a year in the United States. It is the first algorithmic, AI-driven diagnostic tool for sepsis to receive the FDA’s go-ahead.”

From Washington Post.

BBC | Conservation & Biodiversity

How AI is being used to prevent illegal fishing

“Global Fishing Watch was co-founded by Google, marine conservation body Oceana, and environmental group SkyTruth. The latter studies satellite images to spot environmental damage.

To try to better monitor and quantify the problem of overfishing, Global Fishing Watch is now using increasingly sophisticated AI software, and satellite imagery, to globally map the movements of more than 65,000 commercial fishing vessels, both those with – and without – AIS.

The AI analyses millions of gigabytes of satellite imagery to detect vessels and offshore infrastructure. It then looks at publicly accessible data from ships’ AIS signals, and combines this with radar and optical imagery to identify vessels that fail to broadcast their positions.”

From BBC.

Blog Post | Communications

The Forgotten War on Beepers

Before smartphones, beepers were in the crosshairs of parents, schools and lawmakers.

30 years before parents and lawmakers sought to save youth from smartphones via age limits and bans in schools, a similar conversation took place about a pre-cursor to the cellphone: pagers.

Through the 1980s pagers became increasingly popular with teens, and also: drug dealers. This fact would eventually drag the gadget into the existing moral panic about adolescent drug use of the era.

The pager panic began with a 1988 Washington Post report on the gadgets prevalence in the drug trade, quoting DEA and law enforcement officials. The piece was syndicated throughout the US under headlines like “Beepers flourish in drug business,” “Beepers Speed Drug Connections” and “Drug beepers: Paging devices popular with cocaine dealers.

The spread of the story stoked concerns that beepers in the hands of youths weren’t just a distraction – a common complaint from teachers – but also a direct line to drug dealers. One school district official told The New York Times: “How can we expect students to ‘just say no to drugs’ when we allow them to wear the most dominant symbol of the drug trade on their belts.”

How can we expect students to ‘just say no to drugs’ when we allow them to wear the most dominant symbol of the drug trade on their belts

The New York Times, 1988

In response schools, towns, states and even the Senate would pass rules against beepers. New Jersey prohibited beepers for under-18s entirely, possession could result in a 6-month jail-term – a law proposed by ex-policeman and Senator Ronald L. Rice.

A city ordinance in Michigan mandated 3-month jail terms for children caught in possession of one within school grounds. Chicago passed a ban that its Public Schools Security chief said would also reduce prostitution:

We’ve got girls 11 years old. They get a call and they’re out of school to turn a trick.

George Sims, Chicago Public Schools Security Chief , Associated Press

Other states proposed community service, fines and 1-year drivers license bans as punishment. Thousands of of young people were victims of these heavy handed prohibitions – some of which made headlines:

Some schools regularly referred students found with pagers to police, one 16-year-old – Stephanie Redfern – faced a disorderly persons charge. A 13-year-old was handcuffed. Chicago was particularly aggressive in its enforcement: over 30 children were arrested and suspended for ‘beeper violations’ in one police sweep at a school – many parents couldn’t locate their kids for more than 6-hours. This was just the start:

According to Police Lt. Randolph Barton – head of the Chicago public school patrol unit at the time – by April 1994 there had been 700 beeper arrests in Chicago schools, with the prior school year seeing 1000. Some still felt these numbers were too low:

Right now I don’t think enough people are being arrested for wearing or bringing beepers into Chicago schools.

Ald. Michael Wojcik (35th)

In 1996 a 5-year-old in New Jersey was suspended for taking a beeper on a school trip, outrage ensured – catching the attention of Howard Stern, leading to calls for the laws to be amended or repealed.

Even young adults didn’t escape the beeper prohibition: 18-year-old Anthony Beachum feared a jail term after trying to sell a beeper to a student on school grounds. State prosecutors sought a criminal conviction for Beachum – that would have barred him from his hopes of joining the military. The judge settled for probation and 10 hours of community service.

Hampton University required students register beepers with campus police, even though there was no evidence of them increasing drug access. VP of student affairs at the time would admit as much:

There is not a single case where I can make a connection between beepers and drugs.

Hampton University, VP of Student Affairs

Big Beeper Fights Back

The beeper backlash was a BIG problem for Motorola who had 80% of the pager market at the time. The company had a hit on its hands – that was introducing the brand to a whole new generation – so in 1994 it fought back, partly by rallying youth. A move reminiscent of TikTok’s recent lobbying tactics.

Motorola enlisted children of its employees to help design pro-beeper campaigns, emphasizing the importance of pagers as legitimate communication devices for the young. “Who better to help plan for the battle than teens themselves” one report on the efforts would say. At a week long event, one attendee came up with the slogan “Pages for All Ages.”

The company ran television ads promoting pagers as a tool for child parent communication and in 1996, partnered with PepsiCo to offer 500,000 pagers to youths at a low price.

The promotion angered lawmakers – like State Senator Ronald Rice – who’d been a leading player in the war on beepers. Around this time moves to over-turn bans emerged, by other lawmakers calling them outdated – partly fuelled by the suspension of a 5-year-old alluded to earlier. New Jersey would amend the law in 1996, but not repeal it.

Three decades later, the New Jersey law was still on the books. The original sponsor of the bill – Senator Ronald Rice – sought to repeal it in 2017 saying “Fast forward almost three decades and it’s no longer an issue.”

There is little evidence it ever was an issue, in-fact – the subsequent rise of cellphones in schools coincided with a massive reduction in youth drug taking, while causation has been suggested by some – it certainly serves as stronger evidence against the idea of mobile messaging increasing drug access.

Senator Ronald Rice passed away in 2023 – the New Jersey Pager ban still in place – months later The Washington Post editorial board would call on schools to ban cellphones entirely – part of a new moral panic about kids and digital devices, many of whose parents were once prohibited from bringing pagers to school.

Nod to Ernie Smith of Tedium.co the only other person to cover the beeper bans, a piece that helped highlight a few fun examples included in this piece.

This article was published at Pessimists Archive on 4/10/2024.