The Politics of Corruption

Lecture 10: China and Hong Kong — Growth, Clean Government, and Anti-Corruption Campaigns

Bogdan G. Popescu

Tecnológico de Monterrey

What to make of Diego’s deal

Four scenes, and not one of them has a man with a briefcase of cash.

  • Only the city could sell that land, so access to it was worth something from the start
  • The price was a share of the profits for the official’s brother, not an envelope
  • The towers went up and the jobs were real
  • The better builders never got to bid, and the city sold low

Nothing was stolen outright, and the city grew. That is the hard part.

Today: can corruption and growth go together, and who carries the cost? Then: if a country wants to clean this up, what actually works?

The boom is not in doubt

Two ways to compare economies

To compare two countries’ GDP you have to put them in the same currency — and there are two ways.

  • Market exchange rates. China’s GDP is converted into dollars at the day’s rate: the price at which currencies are actually bought and sold.
  • Purchasing power parity. Adjusts for what things cost in each country. A meal or a haircut costs less in China, so the same money buys more — and its economy looks bigger.

Neither is wrong: the first measures what China’s output is worth on world markets; the second, how far it goes for the people who live there.

Catching up, depending on how you measure

Per person China is still about five times poorer. In total size it has either overtaken the United States or is two-thirds of it. Nothing about China changes between those two sentences — only the exchange rate used to compare.

What corruption is supposed to do to growth

China did all of that during decades when corruption was widespread. On the standard account, it should not have been able to.

%%{init: {"fontSize": 22, "htmlLabels": false, "flowchart": {"useMaxWidth": true, "nodeSpacing": 45, "rankSpacing": 55, "htmlLabels": false, "padding": 14, "curve": "basis"}, "themeVariables": {"fontSize": "22px", "fontFamily": "DM Sans, Segoe UI, sans-serif", "primaryColor": "#eef2f5", "primaryTextColor": "#1e293b", "primaryBorderColor": "#4a7c6f", "lineColor": "#334155", "secondaryColor": "#f6e7df", "tertiaryColor": "#f9fafb"}, "width": 1150, "height": 620}}%%
flowchart LR
  A["Officials can<br/>demand bribes"] --> B["Investing costs<br/>more and is<br/>less certain"]
  A --> D["Public money<br/>is diverted"]
  B --> C["Firms invest less<br/>and stay small"]
  D --> E["Worse roads,<br/>schools<br/>and courts"]
  C --> F["Slower<br/>growth"]
  E --> F
  classDef bad fill:#f6e7df,stroke:#b44527,stroke-width:2px,color:#1e293b;
  class F bad;

Every arrow runs the same way: down. If this is the whole story, Diego’s city should have stalled — and it did not.

Author’s illustration of the standard argument. No units; conceptual only.

China did the opposite

  • From 1978 to 2010 the economy grew roughly 9% a year
  • Corruption did not fall as markets deepened — it changed shape
  • Wedeman calls this China’s double paradox: growth and graft rose together

So either the diagram on the last slide is wrong, or it is missing something.

Source: Wedeman (2012), Double Paradox, ch. 1.

The simple cross-country relationship is weak

And China is not a lone exception.

Descriptive only. No controls for starting income, region or measurement error, and the base year is arbitrary. This motivates the puzzle; it does not test the corruption–growth hypothesis.

So what?

Counting corruption tells us how much. It does not tell us what kind.

  • The standard argument predicts slower growth; China grew fastest while graft rose
  • Across countries, the simple relationship is too weak to guide us either way
  • Both point the same way: how much corruption is the wrong question
  • Hong Kong ran the opposite experiment in the same region

Part II — Unbundling corruption (Ang)

Ang’s four types of corruption

Question 1. Who is involved — a clerk, or a powerful politician?

Question 2. What is the act — taking (one side loses), or trading (both expect to gain)?

Ang’s typology unbundles corruption by actor and by act.
Type Who The act Likely effect on growth Ang’s metaphor
Petty theft Non-elites Steals or extorts Damaging Toxic drug
Grand theft Elites Embezzles large sums Highly damaging Toxic drug
Speed money Non-elites Trades: pays to hurry A tax on business Painkiller
Access money Elites Trades: buys privilege Can accompany investment Steroid

Source: Ang (2020), ch. 1. Her claim is that the four types have different consequences — not that corruption causes growth.

Session 6: which way does the arrow point?

Wallis asked one question about any corrupt exchange.

%%{init: {"fontSize": 22, "htmlLabels": false, "flowchart": {"useMaxWidth": true, "nodeSpacing": 90, "rankSpacing": 240, "htmlLabels": false, "padding": 18, "curve": "basis"}, "themeVariables": {"fontSize": "22px", "fontFamily": "DM Sans, Segoe UI, sans-serif", "primaryColor": "#eef2f5", "primaryTextColor": "#1e293b", "primaryBorderColor": "#334155", "lineColor": "#b44527", "secondaryColor": "#f6e7df", "tertiaryColor": "#f9fafb"}, "width": 1150, "height": 520}}%%
flowchart LR
  A["PUBLIC OFFICE<br/>the power to decide"]
  B["ECONOMIC BENEFITS<br/>money, jobs, contracts"]
  A -- "VENAL<br/>office used for private gain" --> B
  B -- "SYSTEMATIC<br/>privileges used to sustain power" --> A
  classDef box fill:#eef2f5,stroke:#334155,stroke-width:2px,color:#1e293b;
  class A,B box;

Systematic is Wallis’s own term, and it does not mean widespread. It describes corruption that helps reproduce political power.

Source: Wallis (2006), p. 25, in Glaeser & Goldin, eds.

Ang and Wallis on the same desk

The two frameworks ask different questions; the table below is only a rough alignment.

Ang’s type Which way the arrow points What changes hands
Petty theft Venal Small sums, taken or extorted
Grand theft Venal Large sums, embezzled
Speed money Venal A payment to be served sooner
Access money Venal, sometimes systematic A privilege, bought with a share of the profits

Access money always pays the official. It is systematic only where the privileges are handed out to keep a political coalition in power.

Ang (2020), ch. 1; Wallis (2006), p. 25, in Glaeser & Goldin, eds. The mapping is the author’s.

Why access money can ride alongside growth

The same four scenes, as a diagram. Where exactly was the corruption? Not in the building going up — in who was allowed to build, and what the official got for allowing it.

%%{init: {"fontSize": 22, "htmlLabels": false, "flowchart": {"useMaxWidth": true, "nodeSpacing": 45, "rankSpacing": 50, "htmlLabels": false, "padding": 14, "curve": "basis"}, "themeVariables": {"fontSize": "22px", "fontFamily": "DM Sans, Segoe UI, sans-serif", "primaryColor": "#e7efec", "primaryTextColor": "#1e293b", "primaryBorderColor": "#4a7c6f", "lineColor": "#334155", "secondaryColor": "#f6e7df", "tertiaryColor": "#f9fafb"}, "width": 1150, "height": 620}}%%
flowchart LR
  A["Scene 1<br/>only the state<br/>sells the land"] --> B["Scene 2<br/>cheap land for<br/>a share of the profits"]
  B --> C["Scene 3<br/>the towers go up<br/>the jobs are real"]
  C --> D["Scene 4<br/>no rivals bid<br/>the city is paid less"]
  classDef deal fill:#f6e7df,stroke:#b44527,stroke-width:3px,color:#1e293b;
  classDef cost fill:#f6e7df,stroke:#b44527,stroke-width:2px,color:#1e293b;
  class B deal;
  class D cost;

Why doesn’t the official just take the money and run?

  • Scene 2 promised him a share of the profits, not an envelope
  • No towers, no profits, no share
  • His career pointed the same way: officials were judged on growth
  • Plain theft: the money leaves, nothing is built
  • Access money: he is paid only if Scene 3 happens
  • So the bribe and the building rise together

Author’s illustration of a mechanism Ang (2020) proposes, not an estimated causal effect.

What access money costs

Scene 3, ten years on. The towers are still standing. So is the debt that built them.

Four costs follow from the deal itself:

  • Diego got the land through a connection, not because he builds well
  • Across an economy, that means a lot of second-best firms doing the work
  • The city was paid less than the land was worth, and that is public money
  • What gets built depends on who knows whom rather than on what is needed

And where this becomes the normal way of doing business, risks build up — these are tendencies Ang warns about, not things one deal guarantees:

  • Land and local government debt inflate together
  • Towers go up that nobody moves into
  • The insiders end up owning the new city
  • Officials rise and fall with their patrons, so politics itself turns risky

Both things are true at the same time: the towers are real, and so is the bill.

Source: Ang (2020), ch. 1.

Exercise 1 — Sort the bribe

In pairs. Put each case in one of Ang’s four boxes, then answer the question below.

  1. A customs officer keeps part of the duties she collects.
  2. A restaurant pays a clerk so its licence arrives this week, not in three months.
  3. A minister moves public pension money into a private account.
  4. A developer funds a mayor’s flagship project; the city then rezones its land.
  5. Session 6’s ward office. A party volunteer works three months of evenings and is given a clerk’s job at the water department.

Question. You are the mayor. You can stop exactly one of these five tomorrow. Which one, and why?

Ang’s boxes

Two questions — who is involved, and which act — give four boxes.
Taking — one side loses Trading — both expect to gain
Non-elites Petty theft Speed money
Elites Grand theft Access money

Source: Ang (2020), ch. 1.

Exercise 1 — where the cases go

  1. Customs officer keeps part of the duties she collects — petty theft
  2. Restaurant pays a clerk so the licence arrives this week — speed money
  3. Minister moves pension money into a private account — grand theft
  4. Developer funds the mayor’s project; the city then rezones its land — access money

Case 5 does not fit. The volunteer trades evenings of party work for a clerk’s job — an exchange, and no elite is involved. But nothing is bought with money, and no rule is clearly broken. Most people would call that patronage.

Source: Ang (2020), ch. 1.

Hong Kong is not mainland China

Two histories, one coastline

Hong Kong Mainland China
1842 Ceded to Britain after the First Opium War Qing empire
1949 Still a British colony People’s Republic founded
1974 The Independent Commission Against Corruption (ICAC) is created, under British rule
1978 Reform and opening begins
1997 Returned to China “One country, two systems”

The reform we are about to study was carried out by a colonial government, twenty-three years before the handover. “The same country” is the wrong way to think about this comparison.

Founding date: ICAC, History of the ICAC.

Hong Kong before the ICAC

  • Ambulance crews asked for “tea money” before picking up a sick person
  • In hospital, a tip bought you a bedpan or a glass of water
  • Firemen were paid twice: once to turn the hose on, once to turn it off
  • None of this was freelance. The police ran it as a business — syndicated corruption: set prices, collected on a schedule, shared upwards through the ranks
  • In June 1973 a senior British officer in the Hong Kong police flew home
  • He left days before he was due to be questioned about more than HK$4 million he could not explain
  • The force’s own anti-corruption unit had been investigating him for two years, and had got nowhere
  • People marched, and a public inquiry followed
  • In February 1974 the government created an agency outside the police

The officer was Peter Godber; he was extradited in 1975 and jailed. Sources: Manion (2004), ch. 2; ICAC, official history of the commission.

An agency placed outside the police

Street-level view of the glass entrance of the Independent Commission Against Corruption headquarters on Java Road, North Point, Hong Kong, with bilingual Chinese and English signage above the doors.

ICAC headquarters, North Point, Hong Kong. Photo: Citobun, CC BY-SA 4.0, via Wikimedia Commons. The Commissioner reports to the Chief Executive alone, and to the Governor before 1997 — not to the police, not to a ministry.

Manion’s key idea: corruption is an equilibrium

%%{init: {"fontSize": 22, "htmlLabels": false, "flowchart": {"useMaxWidth": true, "nodeSpacing": 45, "rankSpacing": 55, "htmlLabels": false, "padding": 14, "curve": "basis"}, "themeVariables": {"fontSize": "22px", "fontFamily": "DM Sans, Segoe UI, sans-serif", "primaryColor": "#eef2f5", "primaryTextColor": "#1e293b", "primaryBorderColor": "#4a7c6f", "lineColor": "#334155", "secondaryColor": "#f6e7df", "tertiaryColor": "#f9fafb"}, "width": 1150, "height": 620}}%%
flowchart LR
  A["Everyone expects<br/>officials to<br/>take bribes"] --> B["For a citizen,<br/>paying is the<br/>sensible choice"]
  A --> C["For an official,<br/>refusing costs<br/>money and trust"]
  B --> D["Almost everyone<br/>takes part"]
  C --> D
  D -- "a few arrests<br/>change nothing" --> A
  classDef start fill:#f6e7df,stroke:#b44527,stroke-width:2px,color:#1e293b;
  class A start;
  linkStyle 4 stroke:#b44527,stroke-width:3px;

Author’s illustration of Manion (2004). Beliefs about how common corruption is are what hold the loop together.

The ICAC attacks the loop at three points

%%{init: {"fontSize": 22, "htmlLabels": false, "flowchart": {"useMaxWidth": true, "nodeSpacing": 40, "rankSpacing": 55, "htmlLabels": false, "padding": 14, "curve": "basis"}, "themeVariables": {"fontSize": "22px", "fontFamily": "DM Sans, Segoe UI, sans-serif", "primaryColor": "#e7efec", "primaryTextColor": "#1e293b", "primaryBorderColor": "#4a7c6f", "lineColor": "#334155", "secondaryColor": "#f6e7df", "tertiaryColor": "#f9fafb"}, "width": 1180, "height": 640}}%%
flowchart LR
  I["ICAC<br/>1974"] --> O["Deterrence:<br/>investigate<br/>and prosecute"]
  I --> P["Prevention:<br/>redesign<br/>procedures"]
  I --> C["Education:<br/>persuade and<br/>take reports"]
  O --> R1["Raises the risk<br/>of taking"]
  P --> R2["Removes the<br/>opportunity"]
  C --> R3["Changes what<br/>people expect"]
  R1 --> N["Clean becomes<br/>the new normal"]
  R2 --> N
  R3 --> N
  classDef goal fill:#e7efec,stroke:#4a7c6f,stroke-width:3px,color:#1e293b;
  class N goal;

The middle prong, redesigning procedures, is the American move — one of three, never the main one.

Author’s illustration. Manion (2004), ch. 2: reform needs all three prongs together.

▶ Hong Kong — inside the ICAC, forty years on

1. The ICAC rests on deterrence, prevention and education. The first two are obvious. Why education?
2. In 1973 taking a bribe was safe; today the ICAC sells mugs joking about it. Why can it sell that joke?
3. China’s state broadcaster made this in 2014, mid-campaign. Why then, and what would convince you?

CCTV News (now CGTN) — ICAC open day, 40th anniversary, Hong Kong, February 2014. Plays 0:00-2:52.

▶ Hong Kong — worked

  1. Why education?
    • The loop holds because everyone expects everyone else to pay
    • Arrests shift that expectation only if people hear about them
    • Education is how a prosecution becomes an expectation
    • The three prongs work as one
  2. Why the joke can be sold now
    • Nobody doubts the threat behind it any more
    • Being summoned has to be real and routine before it can be funny
    • The open day is not time off from the work — it is the education prong
  3. Reading the source
    • The ranking is a perceptions index, with all of Part I’s problems
    • No counterfactual: what else changed in Hong Kong after 1974?
    • A mainland broadcaster in 2014 had its own reason to tell this story — hold that against Part IV

The history segment of this report (2:52-4:36) covers Godber and the 1960s salary problem.

Making the new expectation credible

  • Independence. The Commissioner answered to the Governor directly, not to the police
  • Permanence. A standing agency with its own staff and budget
  • Visibility. Senior officers prosecuted, publicly and repeatedly
  • A line under the past. Police protest in October 1977
  • Partial amnesty: offences committed before 1 January 1977 not pursued
  • Those already under investigation, wanted, or abroad were excluded

Sources: Manion (2004), ch. 2; ICAC official history. The amnesty closed the past once — not repeatedly.

Two routes to clean government

Session 6 ended on a sentence worth repeating: the United States did not get cleaner because better people arrived — it got cleaner because there was less to sell.

United States (Session 6) Hong Kong (from 1974)
The problem Systematic: privilege bought political power Venal: office sold for cash, at set prices
The fix Remove what politicians had to sell Make punishment and refusal believable
In practice Anyone could incorporate, without a political favour One agency, outside the police
What it changed The opportunity The expectation
How long About fifty years, never complete Visible within a decade

Hong Kong could not take the discretion away — you cannot abolish the police. So it worked on the expectation instead. If you cannot remove the temptation, can you still change what people expect?

Sources: Manion (2004), ch. 6; Wallis (2006), p. 50, in Glaeser & Goldin, eds., Corruption and Reform.

Fifty years later, the gap is still visible

But was it really the ICAC?

  • The ICAC arrived in the middle of a much wider reform drive
  • Hong Kong was small, rich and urban, not a continent
  • Rising incomes made a civil-service job more costly to lose
  • Courts and newspapers operated with real independence
  • Manion shows the design was coherent; she cannot randomise it
  • Read Hong Kong as a strong case, not a controlled experiment

Sources: Manion (2004), ch. 2; ICAC official history. These rival explanations are not tested here — that is the point.

Exercise 2 — Would an ICAC work here?

In pairs.

Your country announces a new anticorruption commission tomorrow.

  1. Name one design feature from Hong Kong you would copy, and say what it changes.
  2. Name one reason it might fail where you live.

So what?

Manion’s answer for Hong Kong: it did not punish harder. It made punishment credible, and designed around it.

That is her argument, and the evidence is a well-documented case rather than an experiment. What it establishes is a mechanism: expectations can be shifted deliberately, and kept credible.

Mainland China also punishes corruption — heavily, and very publicly.

Part IV — Campaigns and selectivity

Two designs, side by side

Two institutional designs for fighting corruption.
Design feature Hong Kong ICAC (since 1974) Mainland China (CCDI)
Who investigates Standing agency outside the police Party’s own discipline body
Answers to Governor, later Chief Executive Party leadership
Who can be targeted Public and private sector Party members and public employees
Rhythm of enforcement Continuous, routine Waves and campaigns
Main lever Everyday expectations Discipline and loyalty

Sources: Manion (2004), chs. 5–6; CCDI. Since 2018 a National Supervisory Commission extends the mainland’s reach to all public employees. Caution: these bodies sit inside very different political systems. This is a structured comparison, not a controlled experiment.

Xi’s campaign: real, and very large

  • Launched after the 18th Party Congress, November 2012
  • Slogan: “tigers and flies” — senior leaders and local officials alike
  • Zhou Yongkang, a former Politburo Standing Committee member, jailed for life
  • CCDI: 4.39 million cases investigated, 4.7 million people punished
  • That count runs from November 2012 to April 2022
  • Nobody disputes the scale. The question is what it changed.

Portrait photograph of Xi Jinping in a dark suit and red tie.

Xi Jinping, March 2017. U.S. Department of State; public domain.

Sources: CCDI press conference, June 2022 (as reported); court judgment in the Zhou Yongkang case, 11 June 2015.

What a political connection was worth

Diego’s deal, many times over. Nobody can observe a secret profit share. But the state records every land sale, and Chen and Kung can tell which buyers were linked to the families of Politburo members — “princelings”. The favouritism turns up in the price, with nobody having to confess.

The developer at the door said we might have offered the city more. Connected firms paid far less for comparable land — evidence that fits his complaint, not a measurement of the bid he never made.

Source: Chen and Kung (2019), Quarterly Journal of Economics; over one million transactions, 2004–2016. Prices are recorded by the state, not self-reported in a survey.

Why would an official give that discount?

The buyer is not a stranger. A “princeling” firm is owned by the family of a Politburo member — a son, a son-in-law.

  • Nobody owns urban land in China — the state does, and has since 1982
  • What is sold is a use right for 40 to 70 years, granted by the local government
  • Say a parcel is worth $100 million; the princeling firm pays about $42 million
  • Its owners are instantly $58 million richer
  • Those owners are a national leader’s children
  • That leader sits where promotions to national office are decided

So the secretary pays a bribe to someone who can promote him — in land, to the man’s children, rather than in cash to the man.

And it is deniable. A suitcase of cash is a crime; a land sale is a government decision that looks like policy. Nobody has to confess — the favour shows up in the price.

Illustrative figures, using the midpoint of the discount estimated by Chen and Kung (2019). Urban land is state-owned under the 1982 Constitution; use-right terms come from the 1990 Interim Regulations.

Enforcement that is real, and also selective

Did the campaign change anything? Chen and Kung watch the same land prices before and after 2012.

  • A province was “reached” when a central inspection team arrived, or when Xi appointed its new party secretary
  • In those provinces the princeling discount shrank by about a third to two-fifths
  • Princelings still paid less than everyone else, but much closer to the ordinary price — so the enforcement was real
  • Before 2012, handing out those discounts was good for your career: the party secretaries who granted them were 23.4% more likely to reach national office
  • After 2012 that route closed

Real, then — but aimed. The centre chose which provinces to inspect. Careful: that shows enforcement targeted at places, not proof that it spared the leadership’s own allies.

Source: Chen and Kung (2019), Quarterly Journal of Economics, 134(1), 185–226. Corruption, measured by that discount, fell by 31.5%–42.6% in the provinces the campaign reached.

So what? Five things to take away

  • Ask what kind of corruption a country has, not only how much
  • Access money can live alongside growth; theft and extortion cannot
  • The bill still arrives: the best builder loses, and the city is underpaid
  • Corruption lasts because people expect it, and in 1973 nobody could refuse alone
  • Clean government came from changing structure, not from trying harder

Take-away: corruption is an equilibrium. You break it by changing what is for sale (America) or what people expect (Hong Kong). A campaign raises the penalty without doing either — real while it runs.

And be careful in both directions: China’s boom does not prove that corruption helped, and Hong Kong’s record does not prove the ICAC alone did it.

References

Ang, Y. Y. (2020). China’s gilded age: The paradox of economic boom and vast corruption. Cambridge University Press.

Chen, T., & Kung, J. K.-S. (2019). Busting the “princelings”: The campaign against corruption in China’s primary land market. The Quarterly Journal of Economics, 134(1), 185–226. https://doi.org/10.1093/qje/qjy027

Glaeser, E. L., & Goldin, C. (2006). Corruption and reform: An introduction. In E. L. Glaeser & C. Goldin (Eds.), Corruption and reform: Lessons from America’s economic history (pp. 3–22). University of Chicago Press.

Global Times. (2022, June 30). China punishes 4.7 million people in decade-long anti-graft campaign. https://www.globaltimes.cn/page/202206/1269498.shtml

References (continued)

Independent Commission Against Corruption. (n.d.). History of the ICAC. Government of the Hong Kong Special Administrative Region. https://www.icac.org.hk/en/about/history/index.html

Manion, M. (2004). Corruption by design: Building clean government in mainland China and Hong Kong. Harvard University Press.

Wallis, J. J. (2006). The concept of systematic corruption in American history. In E. L. Glaeser & C. Goldin (Eds.), Corruption and reform: Lessons from America’s economic history (pp. 23–62). University of Chicago Press.

Wedeman, A. (2012). Double paradox: Rapid growth and rising corruption in China. Cornell University Press.