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Country Education Tracker

Thailand Education System Changes & Policy Tracker

Thailand has a national education system built around compulsory primary and lower secondary education, with upper secondary pathways split between general academic and vocational options. The country operates national testing and university admission systems, while higher education is governed separately through a dedicated higher education ministry. Key monitoring areas include curriculum implementation, school calendar updates, assessment policy, vocational reform, digital learning platforms and higher education admission rules.

14Tracked Changes
1High Impact
2026-06-26Latest Update
5Active Areas

Country Education Profile

Official NameKingdom of Thailand
ISO CodeTH
RegionAsia
SubregionSouth-eastern Asia
Capital / SeatBangkok
Compulsory EducationCompulsory education lasts 9 years, covering primary education and lower secondary education, generally from Grade 1 to Grade 9 and approximately ages 6 to 15. Thailand also provides a broader free basic education framework that includes early childhood and upper secondary levels.
School StructureThe school system includes early childhood education, six years of primary education known as Prathom 1-6, three years of lower secondary education known as Matthayom 1-3, and three years of upper secondary education known as Matthayom 4-6. Upper secondary education is divided into general academic and vocational pathways.
Academic YearPublic schools generally follow a two-semester academic year, with the first semester usually starting in May and ending around September or October, and the second semester running from around late October or November to February or March. Private and international schools may follow different calendars.
Main ExamsMajor assessment and admission systems include O-NET for Grades 6, 9 and 12, and other NIETS examinations such as V-NET, N-NET, I-NET and B-NET for specific education tracks. University admission is managed through the Thai University Central Admission System, commonly known as TCAS, using instruments such as TGAT, TPAT and A-Level examinations.
Higher EducationHigher education is overseen mainly by the Ministry of Higher Education, Science, Research and Innovation. The system includes public universities, autonomous universities, Rajabhat universities, Rajamangala universities of technology, private higher education institutions, and specialized institutions.
Vocational EducationVocational and technical education is offered mainly at upper secondary and post-secondary levels through vocational certificate and diploma pathways. Programs are designed to prepare students for employment, technical occupations, and progression into higher vocational or higher education programs.
Digital EducationThailand uses national and agency-level digital learning systems including the Digital Education Excellence Platform, OBEC Content Center, and distance learning services such as DLTV. Digital education policy focuses on online learning access, teacher development, digital content, and support for schools in remote or underserved areas.
GovernanceEducation governance is centralized in national policy but delivered through multiple agencies. The Ministry of Education oversees basic education, private education and vocational education, while higher education is primarily under the Ministry of Higher Education, Science, Research and Innovation. Local authorities, education service areas, public institutions, private providers and specialized agencies also play roles in implementation.
International Student NoteThailand is relevant for international students through English-medium, international, private, and higher education programs, especially in Bangkok and major regional cities. Students seeking entry to Thai universities may need to follow institutional admission rules, TCAS-related procedures where applicable, and qualification equivalency requirements.
Last Verified2026-07-06

Latest Education Changes

Education System Statistics

Thailand Education System Statistics

National education data for Thailand covering school structure, enrollment, institutions, teachers, exams, upper-secondary routes, higher education, vocational education, international private schools, and finance. Values use Ministry of Education administrative statistics, budget tables, NIETS assessment data, OECD PISA data, and official legal sources. Source years differ by collection cycle.

Coverage: Whole Kingdom national summary Latest education data: Academic year 2024 Latest finance data: Fiscal year 2025 System type: Ministry-led national system with multiple provider agencies Compulsory education: 9 years Main authority: Ministry of Education

Education System Snapshot

Snapshot values use the latest source year available for each indicator. Academic-year and fiscal-year values are not the same reporting period.

Compulsory education duration
9 years
Legal requirement; children generally enter around age 7 and continue until about age 16 unless Grade 9 is completed earlier.
Total students
14,587,510
Formal and non-formal school systems, MOE Educational Statistics 2024.
Formal school-system students
12,173,886
Table C, academic year 2024.
Non-formal school-system students
2,413,624
Table C, academic year 2024.
Formal education institutions
35,323
All organizations in Table 1, academic year 2024.
Teachers in formal education
568,097
All organizations in Table 1, academic year 2024.
Elementary formal enrollment
4,437,564
Table C, academic year 2024.
Lower secondary formal enrollment
2,258,672
Table C, academic year 2024.
Upper secondary formal enrollment
2,012,775
Table C, academic year 2024.
Higher education formal enrollment
1,990,546
Undergraduate and graduate students, Table C, academic year 2024.
Education budget
477,391.8 million baht
Fiscal year 2025 education budget, MOE Table 21.
Education budget share
12.7%
Share of national budget, fiscal year 2025.

Thailand Education Pathway

The pathway follows the formal education route defined in Thai education law and MOE statistics. Ages are typical and may differ from administrative enrollment counts.

Pre-elementary
Usually ages 3–6
Kindergarten and pre-primary provision before compulsory education.
Elementary
Grades 1–6
Six-year elementary stage; compulsory education begins here.
Lower secondary
Grades 7–9
Three-year lower secondary stage; completes the nine-year compulsory period.
Upper secondary general
Grades 10–12
Academic route toward school completion and higher education admission.
Upper secondary vocational
Vocational certificate years 1–3
Vocational route at upper secondary level; 612,962 students in 2024.
Postsecondary TVET
Diploma route
Vocational diploma and technical routes after upper secondary or vocational certificate study.
Higher education
Undergraduate and graduate
Formal higher education enrollment was 1,990,546 in academic year 2024.
Pathway note

Gross enrollment measures can exceed 100% because students outside the standard age group may be counted in the enrolled population for a level.

Governance and Responsibility

Thailand uses national education policy and administrative statistics, while schools are operated by several ministries, local administrations, private providers, and higher education authorities.

Ministry of Education

Main national authority for education policy, administrative statistics, basic education, private education, vocational education, and lifelong learning agencies.

Office of the Permanent Secretary

Publishes national education statistics through the Bureau of Information and Communication Technology and coordinates multi-agency data collection.

Office of the Basic Education Commission

Administers a large share of public basic education schools, including general, special education, and welfare education institutions.

Office of the Private Education Commission

Oversees private school provision, including general private schools and international schools counted in MOE statistics.

Office of the Vocational Education Commission

Administers public vocational institutions and programs at vocational certificate and diploma levels.

Higher Education Ministry

The Ministry of Higher Education, Science, Research and Innovation covers higher education institutions and related tertiary data systems.

NIETS

The National Institute of Educational Testing Service manages O-NET and related national testing functions.

Local and other providers

Bangkok Metropolitan Administration, Pattaya City, local administrations, and other ministries operate schools included in whole-Kingdom statistics.

Enrollment by Level and School-System Type

Formal and non-formal enrollment by source-defined education level, academic year 2024.

Total students: 14,587,510
Formal school system: 12,173,886
Non-formal school system: 2,413,624

Higher education is reported as a formal-system category in Table C. A non-formal higher education bar is not shown because the source table does not report that category.

Chart analysis
  • Elementary education has the largest formal enrollment in this set, with 4,437,564 students.
  • Upper secondary education includes 2,012,775 formal students and 888,434 non-formal students.
  • Pre-elementary education includes 1,474,329 formal students and 715,605 non-formal students.

National Education System Indicators

This table combines national administrative statistics, finance indicators, assessment indicators, and legal structure data. Source years are displayed for each row.

Thailand national education system indicators with source years and units.
Area Indicator Value Unit Source year Source Notes
System structure Formal education types in law 3 Types Legal source National Education Act Formal, non-formal, and informal education.
Compulsory education Compulsory duration 9 Years Legal source Compulsory Education Act Runs through the lower secondary stage unless Grade 9 is completed earlier.
Compulsory education Usual starting age About 7 Age Legal source Compulsory Education Act Legal wording refers to children of compulsory school age.
Compulsory education Usual ending age About 16 Age Legal source Compulsory Education Act The legal period can end earlier when Grade 9 is completed.
Population context Total population 65,951,210 Persons 31 Dec. 2024 Department of Provincial Administration via MOE Population context used in MOE statistics.
Population context Population ages 0–18 12,702,089 Persons 2024 MOE Educational Statistics 2024 Age-band population from Table A.
Population context Population ages 19–21 2,395,870 Persons 2024 MOE Educational Statistics 2024 Age-band population from Table A.
Enrollment Total students, formal and non-formal 14,587,510 Students Academic year 2024 MOE Educational Statistics 2024 Table C source-defined total.
Enrollment Formal school-system students 12,173,886 Students Academic year 2024 MOE Educational Statistics 2024 Table C; differs from Table 1 due to source scope.
Enrollment Non-formal school-system students 2,413,624 Students Academic year 2024 MOE Educational Statistics 2024 Table C source-defined non-formal category.
Pre-elementary Total pre-elementary enrollment 2,189,934 Students Academic year 2024 MOE Educational Statistics 2024 Formal and non-formal school systems.
Pre-elementary Formal pre-elementary enrollment 1,474,329 Students Academic year 2024 MOE Educational Statistics 2024 Table C.
Elementary Formal elementary enrollment 4,437,564 Students Academic year 2024 MOE Educational Statistics 2024 Grades 1–6 in the formal school system.
Lower secondary Formal lower secondary enrollment 2,258,672 Students Academic year 2024 MOE Educational Statistics 2024 Grades 7–9 in the formal school system.
Upper secondary Formal upper secondary enrollment 2,012,775 Students Academic year 2024 MOE Educational Statistics 2024 General and vocational routes in the formal school system.
Higher education Formal higher education enrollment 1,990,546 Students Academic year 2024 MOE Educational Statistics 2024 Undergraduate and graduate enrollment.
Institutions Formal education institutions 35,323 Institutions Academic year 2024 MOE Educational Statistics 2024 All organizations in Table 1.
Teachers Teachers in formal education 568,097 Teachers Academic year 2024 MOE Educational Statistics 2024 All organizations in Table 1.
Formal education Students in Table 1 formal count 12,414,381 Students Academic year 2024 MOE Educational Statistics 2024 Institution-level table total; not identical to Table C due to source coverage.
Provider agencies MOE institutions 33,892 Institutions Academic year 2024 MOE Educational Statistics 2024 All MOE agencies in Table 1.
Provider agencies OBEC institutions 29,069 Institutions Academic year 2024 MOE Educational Statistics 2024 Office of the Basic Education Commission.
Provider agencies OBEC students 6,410,984 Students Academic year 2024 MOE Educational Statistics 2024 Includes general, special, and welfare education schools in OBEC rows.
Private education OPEC students 2,034,262 Students Academic year 2024 MOE Educational Statistics 2024 Private education rows may include schools counted under more than one program category.
Vocational education VEC students 952,200 Students Academic year 2024 MOE Educational Statistics 2024 Office of the Vocational Education Commission rows in Table 1.
Vocational education Public vocational schools under VEC 433 Institutions Academic year 2024 MOE Educational Statistics 2024 Public vocational school row under VEC.
International schools Students in international private schools 81,057 Students Academic year 2024 MOE Educational Statistics 2024 International private schools recognized in the formal school system.
Gross enrollment Elementary gross enrollment rate 97.74% Percent Academic year 2024 MOE Educational Statistics 2024 Students as a percentage of school-age population.
Gross enrollment Lower secondary gross enrollment rate 95.60% Percent Academic year 2024 MOE Educational Statistics 2024 Students as a percentage of school-age population.
Gross enrollment Upper secondary gross enrollment rate 83.92% Percent Academic year 2024 MOE Educational Statistics 2024 Students as a percentage of school-age population.
Higher education Undergraduate and below gross enrollment rate 49.97% Percent Academic year 2024 MOE Educational Statistics 2024 Students aged 18–21 as a percentage of the 18–21 population band.
Finance Education budget 477,391.8 Million baht Fiscal year 2025 MOE Educational Statistics 2024 / Bureau of the Budget Education budget by fiscal-year budget reporting.
Finance Education budget as share of GDP 2.5% Percent Fiscal year 2025 MOE Educational Statistics 2024 / Bureau of the Budget Reported in Table 21.
Finance Education budget as share of national budget 12.7% Percent Fiscal year 2025 MOE Educational Statistics 2024 / Bureau of the Budget Reported in Table 21.
Finance MOE budget 340,774.6 Million baht Fiscal year 2025 MOE Educational Statistics 2024 Ministry of Education budget in Table 25.
Finance MOE budget share of education budget 71.4% Percent Fiscal year 2025 MOE Educational Statistics 2024 Table 25.
International assessment PISA mathematics mean score 394 Score points Assessment year 2022 OECD PISA Age-15 international assessment scale.
International assessment PISA reading mean score 379 Score points Assessment year 2022 OECD PISA Age-15 international assessment scale.
International assessment PISA science mean score 409 Score points Assessment year 2022 OECD PISA Age-15 international assessment scale.
Progression OBEC dropout rate, total 0.05% Percent Academic year 2023 MOE Educational Statistics 2024 OBEC schools in Table 27.
Transitions Grade 6 to Grade 7 transition rate 104.19% Percent 2023 to 2024 MOE Educational Statistics 2024 Can exceed 100% because cohort and enrollment timing differ.
Transitions Grade 9 to Grade 10 or vocational year 1 transition rate 93.13% Percent 2023 to 2024 MOE Educational Statistics 2024 Reported in Table 29.
Upper secondary route General upper secondary students 1,399,023 Students Academic year 2024 MOE Educational Statistics 2024 Table 30, upper secondary general route.
Upper secondary route Vocational upper secondary students 612,962 Students Academic year 2024 MOE Educational Statistics 2024 Table 30, vocational certificate route.
Upper secondary route General to vocational route ratio 70:30 Ratio Academic year 2024 MOE Educational Statistics 2024 Table 30 ratio for general and vocational routes.

Education Levels and ISCED Alignment

Local level names are shown with cautious international alignment. Alignment should not be used as a full equivalence map for admissions or credentials.

Thailand education levels, typical ages, and governance notes.
Level Typical age Years or grades ISCED alignment Authority or provider Notes
Pre-elementary education Usually 3–6 Pre-kindergarten and kindergarten stages ISCED 0, broad alignment MOE, local administrations, private providers, and other agencies Not part of the nine-year compulsory period.
Elementary education Usually 6 or 7–11 Grades 1–6 ISCED 1, broad alignment OBEC, OPEC, local administrations, and other providers Six-year elementary stage in the formal school system.
Lower secondary education Usually 12–14 Grades 7–9 ISCED 2, broad alignment OBEC, OPEC, local administrations, and other providers Completes the nine-year compulsory education period.
Upper secondary general education Usually 15–17 Grades 10–12 ISCED 3 general, broad alignment OBEC, OPEC, local administrations, and other providers Academic route toward higher education admission and school completion.
Upper secondary vocational education Usually 15–17 Vocational certificate years 1–3 ISCED 3 vocational, broad alignment VEC, OPEC, and other vocational providers Formal upper-secondary vocational route reported separately in Table 30.
Vocational diploma and technical diploma Postsecondary Diploma route after upper secondary or vocational certificate study Often aligned with short-cycle tertiary when source definitions fit VEC and other vocational providers Credential definitions depend on provider and program type.
Bachelor’s or equivalent Postsecondary Undergraduate program ISCED 6, broad alignment Higher education institutions under MHSRI and other authorized providers Admission processes vary by program and institution.
Graduate education Postgraduate Graduate diploma, master’s, and doctoral or terminal degrees ISCED 7–8, broad alignment Higher education institutions and relevant regulators Graduate enrollment was 162,929 in academic year 2024.

Exams, Assessments, and Transitions

Thailand uses national assessments, school completion routes, vocational credentials, and university admission processes. Some transitions are pathway measures rather than single national entrance exams.

Thailand exams, assessments, and transition points.
Transition Exam or process Typical stage Managing authority Purpose Source note
Primary learning assessment Grade 3 literacy and numeracy testing Grade 3 OBEC Bureau of Educational Testing Measures literacy and numeracy indicators reported in MOE outcome tables. MOE Table 26, academic year 2024.
Primary completion assessment O-NET Grade 6 End of elementary education NIETS National assessment aligned with the Basic Education Core Curriculum. NIETS O-NET source and MOE Table 26.
Lower secondary assessment O-NET Grade 9 End of lower secondary education NIETS National assessment at the end of the compulsory education stage. NIETS O-NET source and MOE Table 26.
Upper secondary assessment O-NET Grade 12 End of upper secondary education NIETS National assessment for upper secondary subjects reported by MOE. NIETS O-NET source and MOE Table 26.
Grade 6 to Grade 7 Transition into lower secondary After Grade 6 Schools and relevant education authorities Movement from elementary to lower secondary education. MOE Table 29 reports a 104.19% transition rate from 2023 completions to 2024 Grade 7 enrollment.
Grade 9 to upper secondary Grade 10 or vocational certificate year 1 entry After Grade 9 Schools, VEC, OPEC, OBEC, and other providers Routes students into upper secondary general or vocational education. MOE Table 29 reports a 93.13% transition rate.
Upper secondary route split General and vocational route distribution Grades 10–12 or vocational certificate years 1–3 OBEC, VEC, OPEC, and other providers Tracks general and vocational route participation. MOE Table 30 reports a 70:30 general-to-vocational ratio in 2024.
Vocational certification Vocational certificate and diploma completion Upper secondary and postsecondary vocational study VEC and other authorized providers Credential completion in vocational and diploma programs. MOE Table F reports 266,670 vocational certificate and diploma graduates in 2023.
Higher education entry TCAS and institution-based admission criteria After upper secondary or equivalent qualification MyTCAS system and higher education institutions Central application route used by many programs; criteria may include tests, portfolio rounds, or program-specific rules. MyTCAS and institution-level admission sources define program criteria.
Upper secondary to higher education First-year higher education transition measure After upper secondary completion MOE and higher education data sources Tracks transition from upper secondary completion to first-year higher education enrollment. MOE Table 29 reports 93.04%; the measure excludes students of Ramkhamhaeng University and Sukhothai Thammathirat Open University.

Upper Secondary General and Vocational Routes

Student counts by route, academic years 2020–2024.

2024 general route: 1,399,023
2024 vocational route: 612,962
2024 reported ratio: 70:30

The chart uses MOE Table 30 and excludes other upper-secondary program categories not included in the general-versus-vocational route table.

Chart analysis
  • General upper secondary increased from 1,254,459 in 2020 to 1,399,023 in 2024.
  • Vocational upper secondary moved from 672,987 in 2020 to 612,962 in 2024.
  • The reported route ratio changed from 65:35 in 2020 to 70:30 in 2024.

Education Budget by Economic Category

Fiscal year 2025 education budget split into current and capital expenditure.

Current expenditure: 435,299.2 million baht
Capital expenditure: 42,092.5 million baht
Total: 477,391.7 million baht

Budget values are fiscal-year figures in nominal million baht. Finance values should not be compared with learning indicators as evidence of direct effect.

Chart analysis
  • Current expenditure represented 91.2% of the fiscal year 2025 education budget.
  • Capital expenditure represented 8.8% of the same budget category.
  • The total in this table is reported as 477,391.7 million baht, while Table 21 rounds the education budget as 477,391.8 million baht.

Finance and Budget Indicators

Finance data uses fiscal-year budget reporting. Amounts are nominal million baht unless a percentage unit is shown.

Thailand education finance indicators from budget tables.
Indicator Value Unit Source year Source Notes
National budget 3,752,700.0 Million baht Fiscal year 2025 Bureau of the Budget via MOE National budget figure used in education budget share calculations.
Education budget 477,391.8 Million baht Fiscal year 2025 Bureau of the Budget via MOE Table 21 education budget.
Education budget share of GDP 2.5 Percent Fiscal year 2025 Bureau of the Budget via MOE Share reported in Table 21.
Education budget share of national budget 12.7 Percent Fiscal year 2025 Bureau of the Budget via MOE Share reported in Table 21.
Current expenditure 435,299.2 Million baht Fiscal year 2025 Bureau of the Budget via MOE 91.2% of education budget in Table 24.
Capital expenditure 42,092.5 Million baht Fiscal year 2025 Bureau of the Budget via MOE 8.8% of education budget in Table 24.
MOE budget 340,774.6 Million baht Fiscal year 2025 MOE Educational Statistics 2024 Ministry of Education budget in Table 25.
MOE budget share of education budget 71.4 Percent Fiscal year 2025 MOE Educational Statistics 2024 MOE share in Table 25.

Higher Education, Vocational Education, and International Private Schools

This module separates tertiary, vocational, and international private school indicators so that K-12 and higher education counts are not merged into one unlabelled total.

Thailand higher education, vocational education, and international private school indicators.
Area Indicator Value Unit Source year Source Notes
Higher education Total formal higher education enrollment 1,990,546 Students Academic year 2024 MOE Educational Statistics 2024 Undergraduate and graduate enrollment.
Higher education Undergraduate and below enrollment 1,827,617 Students Academic year 2024 MOE Educational Statistics 2024 Includes undergraduate and below categories in Table C.
Higher education Graduate enrollment 162,929 Students Academic year 2024 MOE Educational Statistics 2024 Graduate diploma, master’s, and doctoral or terminal degree categories.
Higher education Master’s enrollment 117,129 Students Academic year 2024 MOE Educational Statistics 2024 Graduate level subcategory.
Higher education Doctoral or terminal degree enrollment 34,286 Students Academic year 2024 MOE Educational Statistics 2024 Doctoral or equivalent terminal degree subcategory.
Vocational education VEC students 952,200 Students Academic year 2024 MOE Educational Statistics 2024 Office of the Vocational Education Commission total in Table 1.
Vocational education Upper secondary vocational students 612,962 Students Academic year 2024 MOE Educational Statistics 2024 Table 30 vocational route count.
Vocational education Vocational certificate and diploma graduates 266,670 Graduates Graduation year 2023 MOE Educational Statistics 2024 Total vocational and diploma graduates reported in Table F.
Vocational education Vocational certificate graduates 138,263 Graduates Graduation year 2023 MOE Educational Statistics 2024 Vocational certificate subcategory in Table F.
Vocational education Diploma in vocational education graduates 128,407 Graduates Graduation year 2023 MOE Educational Statistics 2024 Diploma subcategory in Table F.
International private schools Total students 81,057 Students Academic year 2024 MOE Educational Statistics 2024 Table 16, international private schools.
International private schools Bangkok students 45,155 Students Academic year 2024 MOE Educational Statistics 2024 Table 16, Bangkok.
International private schools Other provinces students 35,902 Students Academic year 2024 MOE Educational Statistics 2024 Table 16, other provinces.
International private schools Grade 1–12 students 63,636 Students Academic year 2024 MOE Educational Statistics 2024 Table 16, school grade count.
International private schools Pre-elementary students 15,715 Students Academic year 2024 MOE Educational Statistics 2024 Pre-kindergarten through kindergarten 3 in Table 16.

Data Interpretation Notes

These notes explain how to read source years, coverage, and units before comparing indicators.

Academic-year and fiscal-year values differ

Enrollment, institutions, teachers, and many transition values use academic-year data. Finance values use fiscal-year budget reporting.

Administrative totals can use different scopes

MOE Table C and Table 1 both report student totals, but they organize records by different source tables and coverage rules.

Gross rates are not net rates

Gross enrollment values compare enrolled students with a school-age population group and can exceed 100% when age or cohort timing differs.

Provider systems are mixed

National totals include MOE agencies, higher education authorities, private providers, local administrations, and other public organizations.

Assessment scores are separate indicators

O-NET and PISA values are assessment indicators. They should be read with grade, age, subject, and assessment-year labels.

Budget figures are descriptive

Budget shares and expenditure categories describe funding allocation. They should not be merged with outcomes without a stated method.

Sources and Methodology

Thailand MOE Educational Statistics 2024

Primary source for enrollment, institutions, teachers, education levels, provider agencies, finance tables, gross enrollment rates, transitions, vocational graduates, international private school data, and O-NET table values.

Ministry of Education Thailand

National authority context for basic education, private education, vocational education, and published education statistics.

National Education Act

Legal source for Thailand’s formal, non-formal, and informal education types and broad education system structure.

Compulsory Education Act

Legal source for the nine-year compulsory education period and the usual age range stated in law.

NIETS O-NET

Source for the purpose and grade coverage of O-NET testing at Grades 6, 9, and 12.

MyTCAS

Source for central higher education admission route information used by many Thai higher education programs.

OECD PISA 2022 Thailand Country Note

Source for PISA 2022 mathematics, reading, and science mean scores for age-15 students.

UNESCO-UNEVOC Thailand TVET Profile

Source for vocational education credential context and TVET route descriptions.

Bureau of the Budget

Budget source cited in MOE education finance tables for fiscal-year education budget values.

National Statistical Office Statistical Yearbook

National statistical reference for population and administrative context where cross-checking is needed.

Methodology: administrative education values are reported as source-defined counts for the whole Kingdom unless a provider or sector is named. Finance data is reported in fiscal-year nominal million baht. Assessment indicators use the stated assessment year or academic year. Rounded cards may shorten large numbers for display, while tables retain source units. Source-year differences are kept visible because academic-year, fiscal-year, calendar-year, survey-year, and assessment-year data are collected on separate cycles.

Methodological Safety Note

Education indicators in this module should not be merged into a single score without a stated method. School-year, academic-year, fiscal-year, calendar-year, survey-year, sector coverage, and provider definitions differ across sources.