- Viet Nam Overview
World Bank · 2026 (living country page with no publication date, accessed 2026-09-19) · Evidence period: 1986 to 2023 · Geography: Viet Nam
Population: The national economy
Limitations: A summary page rather than a study: no methodology of its own, no publication date, and figures that run to 2023. It states a development trajectory and a set of institutional challenges; it does not evaluate any particular policy, and one country's path is not the region's.
- Industrial Policy in the Digital Age: East Asia and Pacific Economic Update, April 2026 (overview)
World Bank · 2026-04 · Evidence period: Recent years to 2026 · Geography: Developing East Asia and Pacific, with named comparisons for China, Thailand and the United States
Population: AI use by multinational enterprise subsidiaries; task content of jobs
Limitations: The report states that "assessing the true pace of adoption is complicated by the absence of a universal or consistent measure of AI use". The adoption figures cover multinational subsidiaries in two economies, not all firms, and some of its AI-use mapping draws on company data rather than official statistics. Only the overview was read.
- The Digital Divide Amongst MSMEs in ASEAN (ERIA Research Project Report 2024 No. 20)
Economic Research Institute for ASEAN and East Asia (ERIA) · 2024-09 · Evidence period: Survey fieldwork March to July 2023 · Geography: ASEAN: a web survey in all ten then-member states and a phone survey in Indonesia, Malaysia and Viet Nam
Population: Self-reported adoption of 24 digital tools by firms, 6,048 web and 3,099 phone responses
Limitations: Self-reported survey data from 2023, before generative AI spread widely. Comparability across economies is only partial: the web panel does not match official statistics, some sample segments were filled from others, headline country comparisons rest on the three phone-survey countries, and it is not a representative national estimate for any country. The report's conclusion says both surveys covered all ten member states, which contradicts its own sampling table. It measures adoption, not productivity or causal effect.
- World Population Prospects 2024: Summary of Results (advance unedited version)
United Nations Department of Economic and Social Affairs, Population Division · 2024-07-11 · Evidence period: Estimates to 2024; projections from 2025 · Geography: World, with named countries
Population: Total population trajectories and total fertility rates
Limitations: Figures for 2024 are estimates and later figures are projections. The key-findings list naming countries whose populations have peaked does not name the Republic of Korea explicitly, and the Philippines is not named as growing through 2054. It measures total population and fertility, not working-age population, labour-force participation or care demand.
- Population Estimates, August 2026 report (Jinko Suikei)
Statistics Bureau of Japan, Ministry of Internal Affairs and Communications · 2026-08-20 · Evidence period: Final estimates as at 1 March 2026; provisional as at 1 August 2026 · Geography: Japan
Population: Total population, population aged 15 to 64, and population aged 65 and over
Limitations: Monthly population estimates based on the 2020 Census, to be revised once the 2025 Census counts are released; the August figures are provisional. They measure population by age, not labour-force participation, care demand or productivity.
- Preliminary Results of Birth and Death Statistics in 2025
Ministry of Data and Statistics, Republic of Korea (formerly Statistics Korea) · 2026-02-25 · Evidence period: 2023 to 2025; 2025 preliminary · Geography: Republic of Korea
Population: Live births, deaths and the total fertility rate
Limitations: Preliminary figures for 2025. It measures births, deaths and fertility, not the age structure, working-age population, labour-force participation or care demand, and a one-year rise in fertility is not a reversal of the trend.
- Statistical Communique of the People's Republic of China on the 2025 National Economic and Social Development
National Bureau of Statistics of China · 2026-02-28 · Evidence period: End of 2025 · Geography: China
Population: Year-end total population and its age structure
Limitations: National statistics using a working-age band of 16 to 59 rather than the 15 to 64 used elsewhere, so working-age shares are not directly comparable with Japan's or Korea's. It measures population and age structure, not labour-force participation or care demand.
- Timor-Leste Population and Housing Census 2022: Main Report
National Institute of Statistics Timor-Leste (INETL) · 2023-05 · Evidence period: Census 2022, with growth measured from 2015 · Geography: Timor-Leste
Population: The enumerated population by age
Limitations: A census count, not a projection. One country's age structure, published by the national statistics institute and hosted by UNFPA; it does not measure employment, the productivity of work, or labour-force participation.
- Singapore Doubles Power Import Capacity Under LTMS-PIP Phase 2
Energy Market Authority, Singapore · 2024-09-20 · Evidence period: June 2022 to 2026 · Geography: Lao PDR, Thailand, Malaysia and Singapore
Population: Cross-border electricity trade between four ASEAN member states
Limitations: A media release from one participating government's regulator, announcing a licence extension. It reports traded capacity rather than delivered energy, and says nothing about price, utilisation, or the rest of the ASEAN Power Grid's planned interconnections.
- Southeast Asia Energy Outlook 2024 (World Energy Outlook Special Report)
International Energy Agency (IEA) · 2024-10 · Evidence period: End of 2023, with scenario projections to 2035 and 2050 · Geography: The ten ASEAN member states in 2024
Population: Clean-energy manufacturing capacity, energy investment and power-system conditions
Limitations: IEA analysis drawing on commercial data inputs. Manufacturing figures are capacity, not production, and the plants are largely owned by Chinese companies. Its 2024 investment figure is described as an estimate, and all figures after 2024 are scenario projections. It gives no measured curtailment volume for any country.
- Integrating Solar and Wind in Southeast Asia
International Energy Agency (IEA) · 2025-09 · Evidence period: 2019 to 2025 · Geography: Southeast Asia, with country detail for Viet Nam, Thailand and Indonesia
Population: Variable renewable generation and the power systems integrating it
Limitations: Qualitative on curtailment: it names curtailment and grid congestion as consequences but reports no measured curtailment volume or rate for any country.
- About ASEAN Single Window
ASEAN Single Window · 2022 (undated page whose status text stops in 2022, accessed 2026-09-19) · Evidence period: 2020 to 2022 · Geography: The ASEAN Member States
Population: Traders and customs authorities exchanging electronic trade documents across borders
Limitations: Published by the programme itself, so it reports its own progress. It counts documents exchanged rather than trade outcomes, says nothing about cost to run or about the traders who cannot use it, and its status text stops in 2022, so it is not evidence of current volumes. This record was read on the programme's own website on 2026-09-19. That website has since appeared in search indexes under unrelated gambling titles, so the link now points to ASEAN's official Single Window page on asean.org, which describes the same programme but does not carry the 2021 figure quoted here.
- Mineral Commodity Summaries 2026: Nickel
U.S. Geological Survey · 2026-02 · Evidence period: 2024, with 2025 estimated · Geography: World, reported by country of mine production
Population: Nickel mine production and reserves
Limitations: Mine production and reserves only. It does not cover smelting, refining, downstream investment or who owns the capacity, the 2025 figures are estimates, and it reports quantities rather than the environmental, labour or revenue effects of where the mining happens.
- DS592: Indonesia, Measures Relating to Raw Materials
World Trade Organization · 2022-11-30 (panel report circulated) · Evidence period: Consultations requested November 2019 to appeal notified December 2022 · Geography: Indonesia
Population: Indonesia's export prohibition and domestic processing requirement for nickel ore
Limitations: A dispute record. It establishes the measures and the panel's legal finding; Indonesia appealed into an Appellate Body that is not operating, so the finding is not final. It establishes nothing about value captured by domestic processing, who owns the processing capacity, revenue, processing energy, or labour, environmental or community effects.
- About us
AHA Centre, the ASEAN Coordinating Centre for Humanitarian Assistance on disaster management · 2026 (undated page, accessed 2026-09-19) · Evidence period: 2011 to 2026 · Geography: The ASEAN Member States
Population: National disaster management organisations and the populations they serve
Limitations: The Centre's own account of its mandate, not an evaluation of how it performed in any particular emergency. The page is internally inconsistent about membership, referring to both ten and eleven Member States, and it carries no publication date.
- IRENASTAT: Electricity capacity statistics (2026 H1 dataset)
International Renewable Energy Agency (IRENA) · 2026 (queried from IRENASTAT on 2026-09-21) · Evidence period: End of 2025 · Geography: Viet Nam, Thailand, the Philippines, Indonesia and Malaysia, each separately
Population: Installed on-grid renewable generating capacity, in megawatts
Limitations: Installed capacity, not electricity generated or delivered, capacity factors or curtailment. Malaysia's 2025 values are identical to 2024 and may be carried forward. IRENA's capacity accounting differs from IEA modelling, so the two sets of figures should not be combined.
- World Development Indicators: Manufacturing, value added (current US$)
World Bank · 2024 (series values for 2024, read from the World Bank data API on 2026-09-21) · Evidence period: 2024 · Geography: China, Japan and the Republic of Korea, each separately
Population: Manufacturing value added in nominal US dollars
Limitations: Nominal US dollars, so exchange rates move the figures heavily: Japan's fall from about USD 1.03 trillion in 2021 to USD 788 billion in 2024 largely reflects the yen, not necessarily output. A measure of scale, not of productivity, technology intensity or automation, and not a growth trend.
- Statement of the Chairperson of the ASEAN Senior Economic Officials (SEOM) on the Conclusion of ASEAN DEFA Negotiations
ASEAN Secretariat (Chairperson of the ASEAN SEOM, ASEAN Philippines 2026) · 2026-05-30 · Evidence period: Negotiations concluded at the Second Meeting of the 57th ASEAN SEOM, Manila, 27-29 May 2026 · Geography: ASEAN Member States
Population: The negotiated text of the ASEAN Digital Economy Framework Agreement
Limitations: An official statement announcing that negotiations concluded. Concluding negotiations is not signature, ratification, entry into force or implementation, and the statement itself says signing is expected in November 2026. Its projection that the digital economy could double to USD 2 trillion by 2030 is conditional and attributed to studies it does not name. It establishes no outcome of any kind.
- ASEAN Fully Implement e-Form D through the ASEAN Single Window
ASEAN Secretariat · 2024-01-01 · Evidence period: From 1 January 2024 · Geography: ASEAN Member States
Population: Issuance and acceptance of the ATIGA e-Form D certificate of origin
Limitations: An announcement of full implementation. It reports no volumes, and establishes nothing about trade growth, clearance times, costs, or which traders can use the system.
- Joint Communique of the 59th ASEAN Foreign Ministers' Meeting
ASEAN Secretariat · 2026-07-21 · Evidence period: Position as at 21 July 2026 · Geography: ASEAN Member States
Population: ASEAN foreign ministers' collective position
Limitations: A negotiated communique. On DEFA it records that text negotiations have concluded and that signing is still ahead; it establishes nothing about implementation or effect.
- What is AI Verify
AI Verify Foundation · 2026 (undated page, read 2026-09-21) · Evidence period: May 2022 to May 2025 · Geography: Singapore
Population: A voluntary AI governance testing framework and toolkit
Limitations: A description of a tool by the body that maintains it. It establishes what the framework is and when it was released, not how many organisations use it, what testing found, or any effect on how AI systems behave.
- Project Moonshot
AI Verify Foundation · 2026 (undated page, read 2026-09-21) · Evidence period: Tool as described in 2026 · Geography: Singapore
Population: An open-source LLM evaluation tool
Limitations: A tool description. It establishes that the tool exists and what it is for, not its use, findings or effect.
- Testing Real-World Generative AI Systems: Global AI Assurance Pilot main report
AI Verify Foundation, with its parent the Infocomm Media Development Authority of Singapore (IMDA) · 2025 (no date stated in the report; file published in June 2025) · Evidence period: Pilot launched February 2025 · Geography: Singapore, with participating organisations from eight other geographies
Population: 17 generative AI applications from self-selected deployers, tested by specialist AI testing firms
Limitations: A practitioner report on a voluntary pilot of 17 self-selected applications. It reports lessons about how to test, not measured safety or effectiveness of the applications, and not how widely such testing is used. Participation is not adoption, and one high-capacity jurisdiction's pilot is not evidence about AI governance across Southeast Asia.
- Bijih Nikel Tidak Boleh Diekspor Lagi per Januari 2020 (Nickel ore may no longer be exported from January 2020)
Ministry of Energy and Mineral Resources, Republic of Indonesia (ESDM), press release 549.Pers/04/SJI/2019 · 2019-09-02 · Evidence period: Announced 2019; effective 1 January 2020 · Geography: Indonesia
Population: Exports of nickel ore below 1.7 per cent grade
Limitations: An announcement of a future ban, not evidence of how it was enforced or what it achieved. It establishes nothing about downstream investment, value capture, ownership, revenue sharing or effects on communities or producers elsewhere.
- The AHA Centre Annual Report 2024
AHA Centre, the ASEAN Coordinating Centre for Humanitarian Assistance on disaster management · 2025 · Evidence period: 2024 · Geography: ASEAN Member States
Population: The Centre's own activity and outputs in 2024
Limitations: Self-reported by the Centre. It counts activity and outputs, such as responders trained and relief deployed, not outcomes: it reports no response times and no count of people the Centre's assistance reached, and its figure of more than 5 million people affected counts people affected by the disasters, not people helped. It is not an independent or comparative evaluation.
- Chairman's Statement of the 47th ASEAN Summit
ASEAN Secretariat (ASEAN Malaysia 2025) · 2025-10-26 · Evidence period: 47th ASEAN Summit, Kuala Lumpur, 2025 · Geography: ASEAN Member States
Population: ASEAN membership
Limitations: A chairman's statement. It establishes Timor-Leste's admission as a member; it also records that Timor-Leste still has roadmap criteria to implement, and it says nothing about any ASEAN body's performance.
- '연금개혁법안' 국회 통과, 내년 시행 (Pension reform bill passes the National Assembly, in force next year)
Ministry of Health and Welfare and Ministry of Economy and Finance, Republic of Korea (Korea.kr policy briefing) · 2025-03-20 · Evidence period: Legislated 20 March 2025; in force from 1 January 2026; contribution path to 2033 · Geography: Republic of Korea
Population: National Pension Scheme contribution and replacement rates
Limitations: The government's own account of legislation. It establishes what was legislated, not its effect. An automatic adjustment mechanism was not legislated and was deferred to the National Assembly's special committee on structural reform, and no change to the pension age or the retirement age was made. Its projection that fund depletion moves from 2056 to 2071 depends on fund returns also rising by one percentage point.
- Pensions at a Glance 2025: Korea country note
OECD · 2025-11 · Evidence period: Rules in force after the 2025 reform; projections to the 2060s · Geography: Republic of Korea
Population: The public pension scheme's parameters and fund projections
Limitations: An independent international summary. Its fund projections are projections, on assumptions that differ from the Korean government's, which is why the two give different depletion years.
- Global Innovation Index 2025: GII 2025 results
World Intellectual Property Organization (WIPO) · 2025 · Evidence period: Rankings mainly reflect data from 2023 to 2025 · Geography: Economy-level ranks, including China, Japan and the Republic of Korea separately
Population: A composite index of innovation inputs and outputs
Limitations: A composite index built from many indicators. It ranks innovation capacity and outputs; it does not measure manufacturing output, automation, productivity or whether innovation reaches ordinary firms, and WIPO cautions that ranks are not directly comparable across years.
- World Development Indicators: Research and development expenditure (% of GDP)
World Bank, from UNESCO Institute for Statistics data · 2023 (series values for 2023, read from the World Bank data API on 2026-09-21) · Evidence period: 2022 and 2023 · Geography: China, Japan and the Republic of Korea, each separately
Population: Gross domestic expenditure on R&D as a share of GDP
Limitations: An input measure: spending, not innovation outcomes, productivity or diffusion. UNESCO figures can differ slightly from OECD MSTI figures for the same economies, so the two should not be mixed. 2023 is the latest year available for all three.