World-Watching: Old Problem, Modern Solution: Emerging Technologies for Anti-Corruption

[from Asia-Pacific Economic Cooperation, 29 July, 2025]

by Emmanuel A. San Andres and Glacer Nino A. Vasquez

Harnessing new tools to strengthen transparency and accountability can help APEC economies combat corruption and build public trust.

The Code of Hammurabi is one of humanity’s oldest surviving legal texts. Etched in basalt nearly four millennia ago, one of the many crimes it proscribes is corruption by a judge, for which the punishment is a hefty fine—“twelve times the fine set by him in the case”—plus removal and perpetual disqualification from office. Today, laws are published online rather than on stone tablets, but corruption remains a scourge across societies.

Thousands of years later, the fight against corruption continues. Corruption scandals continue to make headlines across the region, affecting both public and private institutions. Whether involving procurement fraud or illicit finance flows, these cases underscore how quickly trust can erode when institutions fail to adapt. The need for preventive systems, powered by data, backed by law and enabled by technology, has never been more urgent. Across APEC, the principles of transparency, accountability and integrity remain central to strong public institutions. As economies become more interconnected and more data-driven, emerging technologies are offering new ways to advance these goals.

APEC economies have long relied on oversight mechanisms such as audits, procurement rules, and internal checks to prevent, detect and prosecute corruption. These tools have been effective in fighting corruption, and they remain essential. But at the same time, new technology has also opened new pathways for corruption: The discreet meeting at a coffeeshop may now occur over an encrypted messaging app, and the cash-filled envelope replaced by a cryptocurrency transfer.

As corrupt actors grow more technologically sophisticated, so too must anti-corruption efforts. APEC economies are not new to digital solutions—e-government and e-procurement portals have reduced opportunities for hidden transactions. Beneficial ownership registries and asset tracking systems make it easier to prosecute and penalise incidents of corruption when they do occur. But emerging technologies offer even more powerful tools to prevent, detect and deter corruption.

For example, artificial intelligence and machine learning (AI/ML) enable real-time monitoring, risk scoring, pattern detection, and predictive analytics. These tools can support monitoring and investigation by automating document review and evidence gathering. AI/ML can also enhance institutional capacity through adaptive, personalized training systems.  Meanwhile, advanced data analytics can support the review of large volumes of data, revealing patterns of corrupt activity and informing decision-making. When data from different sources are connected, it becomes easier to understand corruption risks early and act with greater precision.

Blockchain—the technology that enables cryptocurrencies—can be used to create immutable, transparent ledgers for government transactions, supply chain monitoring and secure identity management, making it harder to conceal corrupt activity. Remote sensing and facial recognition technologies also offer potential in compliance monitoring and anomaly detection.

However, implementing these emerging technologies have their share of challenges and risks. The effectiveness of AI/ML systems is only as good as the quality, integrity and objectivity of the data they are fed; biased inputs can produce biased outcomes. Blockchain technology is very energy-intensive, which may hinder its scalability and availability. Facial recognition raises serious concerns over privacy and due process, enabling widespread surveillance without individual consent.

These trends mirror growing international momentum around the digitalization of integrity systems. International organizations are helping lead the way: the OECD is leveraging AI and big data to detect corruption risks and improve compliance, while the World Bank’s Governance Risk Assessment System [archived PDF] uses analytics to uncover fraud in public procurement, with pilots already underway in Brazil. As stewards of major anti-corruption conventions, these institutions are turning innovation into accountability. For APEC economies, this alignment offers a timely opportunity to shape global standards while advancing domestic reform.

It is also important to recognize the central role of human and institutional elements in anti-corruption efforts. Emerging technologies are not a silver bullet; they will only be effective if they are well integrated into government processes and are aligned with the skills of the people who need to use them. Training and capacity building will be essential to bridge capability gaps, while a committed leadership will be needed to implement the legal reforms and oversight structures needed to ensure effective adoption.

Buy-in from anti-corruption stakeholders across government, the private sector and civil society is also crucial to this pursuit. Technologies like AI/ML and advanced analytics require large volumes of reliable data, requiring cooperation and information sharing. Public understanding and trust, ethical use of data and equitable access to technology are all essential to ensuring long-term success.

APEC economies are at different stages of readiness to adopt these emerging technologies. While some economies have yet to develop adequate digital infrastructure, human capital and institutional structures, others are already in a position to expand or integrate more advanced anti-corruption tools into their day-to-day processes. Capacity building, information sharing and dialogue can help narrow this gap while learning from the experiences of those ahead.

This is where regional cooperation can make a difference APEC provides a platform for knowledge sharing, capacity building and policy cooperation. The Anti-Corruption and Transparency Experts Working Group could provide a venue for a collaborative strategy to mainstream emerging technology in anti-corruption work, while building technical capacity for economies that need it. Likewise, the upcoming APEC High-Level Dialogue on Anti-Corruption Cooperation provides an opportunity to reaffirm values and shared commitments in the fight against corruption.

Corruption has existed since the dawn of civilization. As methods to commit corruption have evolved, so must the tools to combat it. People and institutions will always remain at the heart of anti-corruption efforts, but with the right governance and safeguards, emerging technologies can be game-changers in fighting corruption and recovering its proceeds, whether it’s in Babylonian sheqels or in bitcoins.

Emmanuel A. San Andres is a senior analyst, Glacer Niño A. Vasquez is a researcher at the APEC Policy Support Unit. For more on this topic, read the latest issue paper “Technologies for Preventing, Detecting, and Combatting Corruption [archived PDF].

Economics-Watching: Kuwait: GDP Returns to Growth in Q1 2025 as Impact of Oil Output Cuts Fades

[from NBK Economic Research, 21 July, 2025]

by Mohammad Al-Shehri, Assistant Economist & Omar Al-Nakib, Head of MENA Research

Preliminary official figures show GDP expanding 1% y/y in Q1 2025 following seven consecutive quarters of contraction, helped by a less severe downturn in oil output. With the negative effects of earlier voluntary oil production cuts beginning to fade, oil GDP recorded only a marginal decline, the softest since Q2 2023. Growth in non-oil activity remained positive though eased, weighed by a moderation in the manufacturing, real estate, and transport sectors. The near-term outlook for GDP is one of positive growth, lifted by rising oil production after Kuwait started to restore 135 kb/d of oil output cuts between April and September 2025, while the non-oil sector should also register further steady gains.

Non-oil GDP growth softens in Q1 2025 after strong performance in Q4 2024

Growth in the non-oil sector weakened in Q1 2025, slowing to 2% y/y compared to 4% recorded in the prior quarter. (Chart 1.) The softer expansion in non-oil activity reflected, among other things, a moderation in the manufacturing sector, where activity grew at a still-solid 4.3% despite a decline in refined petroleum products output but slowed notably from the 12.2% reading registered in Q4 2024. Growth in other sectors including real estate, wholesale & retail trade, transport, and education also slowed. Offsetting the slowdown was stronger expansion in the non-oil economy’s largest segments: public administration and defense as well as financial intermediation and insurance, which grew 1% and 3.2% y/y, respectively. (Chart 2.)

Chart 1: Real GDP growth

Chart 2: Growth at sub-sector level (1Q25)

Oil sector logs marginal contraction, set to return to growth in Q2

The contraction in oil GDP eased significantly to -0.3% y/y from -5.7% y/y in Q4 2024, registering the softest rate of decline since Kuwait embarked on cutting oil production in Q2 2023 after participating in the voluntary cuts scheme with 7 other OPEC+ members. (Chart 4.) Kuwait’s oil production averaged 2.415 mb/d in Q1 2025, a 0.7% decline from the same quarter last year, according to OPEC secondary sources. However, oil sector fortunes are set to shift in Q2 2025 and thereafter, after the OPEC-8 member alliance started unwinding the 2.2 mb/d voluntary cut tranche in April 2025. Originally planned to be unwound over the course of 18 months, OPEC+ has accelerated the pace of supply hikes with output now on a path to be fully restored in September, a full year ahead of schedule. For Kuwait, crude production rose by 0.5% q/q in Q2 to 2.426 mb/d and is set to accelerate further to average 2.533 mb/d in H2 2025. With the oil market so far able to absorb the additional OPEC and global supply and oil prices currently holding near $70/bbl, an upside risk to our oil sector outlook involves the potential unwinding of the outstanding OPEC-8 voluntary cuts (1.66 mb/d), of which Kuwait’s share is 128 kb/d.

Growth heading back into positive territory in 2025

Growth in total GDP is set to remain on a positive trajectory in the near term, buoyed by further steady expansion in non-oil economic activity and increased oil production. Non-oil GDP is set to benefit from the government’s reform drive which includes the recent passing of the debt law that could catalyze the implementation of key development projects and the potential approval of the ‘mortgagelaw later in 2025, which could spur higher household borrowing and consumer spending. Economic indicators for Q2 2025 pointed to a healthy pace of non-oil economic activity. The key ‘output’ and ‘new orders’ balances in the non-oil private sector PMI gauge both averaged a very robust 57+ in Q2 2025, real estate activity continued to expand at a robust pace with earlier price falls in the residential sector abating, while credit growth stood at a healthy 5.5% y/y in May, and could benefit in coming months if interest rates are reduced further.

Nonetheless, there are also downside risks to the outlook. Local consumer spending growth (according to central bank card transactions data) turned negative in Q1 2025, extending the weakening trend now observed for more than a year. The government’s ongoing fiscal consolidation push will also weigh on wage and job growth. Overall, we see GDP growing 1.9% this year, boosted by expansions in both the oil and non-oil sectors of 1.2% and 2.5%, respectively.

Chart 3: Contribution to non-oil growth

Chart 4: Oil production and oil GDP

Read this article as an archived PDF.

Russia-Watching: Economic Dysfunctionalities

[from the Russian Analytical Digest]

This issue deals with dysfunctionalities in the Russian economy. The first three contributions look at the direct impact of sanctions. Ilya Matveev provides an overview, while Andrei Yakovlev compares the government’s anti-sanctions measures to its reaction to the economic impact of the COVID-19 pandemic. Janis Kluge offers a more detailed picture of the short- and long-term effects of the unfolding sanction regime. Michael Rochlitz then goes on to explain the lack of strategic planning in the country’s economic policy. Finally, Olga Masyutina and Ekaterina Paustyan provide a case study of inefficient governance mechanisms looking at waste management.

Read the full issue [archived PDF].

Analyses

Sanctions against Russia: No Blitzkrieg, but a Devastating Effect Nonetheless

by Ilya Matveev

In response to the Russian invasion of Ukraine, over 40 countries have introduced sanctions against Russia. The new restrictions concern finance, trade, logistics, and personal sanctions against businessmen and officials. In addition, more than 1,000 companies have ceased or limited their activities in Russia. In this article, Ilya Matveev argues that the sanctions, despite their unprecedented scale, have not led to the collapse of the Russian economy, yet their effect is dramatic, multi-faceted, and will increase over time.

Read the full issue [archived PDF].

Fighting the Pandemic and Fighting Sanctions: Can the Russian Economy Now Benefit from Its Experience with Anti-Crisis Measures?

by Andrei Yakovlev

Faced with tough international sanctions in reaction to its war against Ukraine, the Russian government has resorted to measures developed during the COVID-19 pandemic in order to stabilize the economy. This short analysis discusses the rationale behind this approach and demonstrates its limits.

Read the full issue [archived PDF].

Russia’s Economy under Sanctions: Early Impact and Long-Term Outlook

by Janis Kluge

Four months after a coalition of Western states imposed unprecedented sanctions on Russia, the Russian economy seems to be holding up better than expected. The Central Bank has managed to stabilize the country’s financial system and Russian officials are trying to project optimism about the future. However, this optimism is likely to be short-lived. The sanctions’ effects are only just beginning to unfold: supply-chain problems are intensifying and demand is falling quickly. In the longer run, Russia’s economy will become more primitive as it partially decouples from international trade. To avoid social tensions, the government will intervene to support Russian businesses, leading to more protectionism and a larger state footprint in the economy.

Read the full issue [archived PDF].

Why Russia Is Lacking an Economic Strategy for the Future

by Michael Rochlitz

Even before the economic crisis caused by Russia’s full-scale attack against Ukraine and the ensuing sanctions, the Russian economy was plagued by a number of growing problems. As a result, Russia’s economy has hardly grown for almost a decade, with an average annual growth rate of just 0.5% between 2013 and 2021. However, the Russian government does not have a strategy for addressing the fundamental economic challenges that are looming just over the horizon. There also seem to be no public debates about these challenges, whether in the policy circles around the government or among the wider public.

Read the full issue [archived PDF].

The Political Economy of Waste Management in Russia

by Olga Masyutina and Ekaterina Paustyan

The problem of household waste is one of the numerous environmental challenges facing Russia today. The 2019 nation-wide waste management reform was designed to tackle this problem by promoting recycling. However, the reform is stalling, due in large part to the nature of state-business relations in Russia. The lack of transparency in the public procurement process and the importance of personal connections between businesses and the federal and regional authorities undermine the implementation of the reform and produce suboptimal outcomes in the fight against waste.

Read the full issue [archived PDF].

World Watching: U.S.-China Tariffs

(from the PIIE Insider)

News and Analysis from the Peterson Institute for International Economics
November 13, 2019

They Saved the Worst for Last: Why Trump’s Impending December Tariffs on China Should Be Rolled Back

The terms and deadlines of President Donald Trump’s trade war with China are hard to follow, but one thing is clear: American consumers and businesses should welcome a rollback of impending final rounds of China tariffs as part of a possible “phase 1” deal to be announced later in November, say Mary E. Lovely and Yang Liang. Washington has acted against China to punish it for preventing US access to the Chinese market and for violating US intellectual property rights.  Beijing is reportedly demanding that impending December tariffs be dropped before they sign any deal. Trump says he hasn’t decided how many tariffs might be lifted.

Key Takeaways

Read the full story at PIIE [archived PDF].