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Atlas Ekonomi Sabah

Atlas Ekonomi Sabah · District brief · Interior Division

Beaufort

AI-generated · unreviewed draftData release 2026.09.26 · 35/35 citations verified · azure:gpt-5-mini
Income: 37th percentile in Sabah (2024)Poverty: 56th percentile in Sabah (2024)Gini: 37th percentile in Sabah (2024)GDP/cap: 62th percentile in Sabah (2020)Services: 65th percentile in Sabah (2020) · descriptiveAgri: 42th percentile in Sabah (2020) · descriptiveMfg: 38th percentile in Sabah (2020) · descriptiveDensity: 50th percentile in Sabah (2025) · descriptiveInc. growth: 12th percentile in Sabah (2024)GDP growth: 58th percentile in Sabah (2020)LFPR: 31th percentile in Sabah (2024)Jobless: 17th percentile in Sabah (2024)Water: 69th percentile in Sabah (2024)Power: 64th percentile in Sabah (2024)Radiance: 69th percentile in Sabah (2025) · descriptiveLit area: 62th percentile in Sabah (2025) · descriptiveLights growth: 69th percentile in Sabah (2025)

Situation

Beaufort is classified as a services-led towns & suburbs district with a recent boundary change (Membakut carved out in 2024) .

Median household income in 2024 was RM 4,070, which is in line with its structural peers .

Official real GDP is published to 2020 (RM 766.6 million) and model nowcasts project recovery and gradual growth through 2028 under the baseline scenario .

Recent trends show weak income momentum and persistent labour-market weakness since 2019–2024 .

Strengths

  • Median household income is in line with structural peers in 2024 .
  • GDP per capita (2020) is in line with peers, supporting a baseline economic position comparable to its peers .
  • Universal access to electricity and improved sanitation are achieved and in line with peers .

Constraints

  • Unemployment is a clear concern: the 2024 unemployment rate was 9.4%, well above the peer median .
  • Absolute poverty is a district-level concern with a 2024 rate of 20.4% above the peer median .
  • Real GDP growth over 2015–2020 was below peers, indicating limited recent competitive dynamism .
  • Driver analysis associates higher unemployment strongly with higher poverty in Beaufort, making labour-market repair central to welfare gains .
  • Drivers also indicate lower-than-expected income is associated with local unemployment and lower GDP per capita .

Options

  • Expand targeted active labour-market and skills programmes linked to local demand (hire subsidies, TVET uplift). Evidence: moderate; the Twelfth Malaysia Plan emphasises labour-market and TVET reform as national strategy and structural peers have improved with labour-focused momentum .
  • Prioritise rural and transport infrastructure upgrades to unlock connectivity for services and agriculture. Evidence: limited; the Twelfth Malaysia Plan and its regional-balance chapter list expanded rural infrastructure as a priority but this is a plan-level precedent rather than an evaluated district result .
  • Promote services-sector firm growth and digital inclusion (SME support, digital infrastructure) to build on the district’s services orientation. Evidence: moderate; national strategy texts promote digital infrastructure and services growth and positive-deviant peers improved welfare while having stronger connectivity indicators .

Uncertainties

  • The 2024 boundary change (Membakut carved out) affects comparability of 2024 household and welfare series and complicates trend interpretation .
  • District real GDP is only officially published to 2020; 2021–2028 values are model nowcasts/projections with substantial 80% intervals .
  • Forecasts have non-zero backtest errors (income 2‑yr absolute error 7.1%; gdp_real 1–3yr errors 2.0%/1.0%/4.3%), introducing model uncertainty .

What data would change this view

  • Updated official district-level real GDP beyond 2020 would materially change assessments of growth and competitive effects .
  • Post-2024 subdistrict (or small-area) household income and poverty microdata that account for the Membakut split would clarify true welfare trends .
  • Quarterly or annual employment-by-industry and vacancy data for Beaufort would resolve whether unemployment is structural or cyclical and guide targeted labour-market interventions .

Sources cited

  1. [D1] Beaufort · Median household income · 2024 = RM 4,070 (DOSM hh_income_district; rank 18 of 28 in Sabah, 1 = best; note: boundary_break:excludes Membakut) (source updated 2025-12-31)
  2. [D9] Beaufort · GDP at constant 2015 prices · 2020 = 766.6 (DOSM gdp_district_real_supply; 13 of 27 in Sabah by size, 1 = highest (descriptive, not good or bad)) (source updated 2024-11-02)
  3. [D12] Beaufort · Median income growth since 2019 · 2024 = 1.6% (derived by the atlas from DOSM data; rank 24 of 27 in Sabah, 1 = best; note: boundary_break:excludes Membakut; window:2019-2024)
  4. [D26] Beaufort · Unemployment rate 2024: 9.4% vs peer median 2.7%; level below; trend flat (-0.10/yr, 2023–2024); verdict CONCERN (source updated 2025-06-30)
  5. [D27] Beaufort · Absolute poverty rate 2024: 20.4% vs peer median 14.7%; level below; trend not_comparable; verdict CONCERN (source updated 2025-12-31)
  6. [D28] Beaufort · Real GDP growth, 2015–2020 average 2020: 0.9% vs peer median 1.8%; level below; trend n/a; verdict CONCERN
  7. [D32] Beaufort · Median household income 2024: RM 4,070 vs peer median RM 3,954; level in_line; trend not_comparable; verdict IN_LINE (source updated 2025-12-31)
  8. [D33] Beaufort · GDP per capita 2020: RM 10,127 vs peer median RM 10,196; level in_line; trend n/a; verdict IN_LINE
  9. [D34] Beaufort · Households with electricity 2024: 100.0% vs peer median 100.0%; level in_line; trend flat (+0.15/yr, 2022–2024); verdict IN_LINE (source updated 2026-08-03)
  10. [D35] Beaufort · Households with improved sanitation 2024: 100.0% vs peer median 100.0%; level in_line; trend flat (+0.00/yr, 2022–2024); verdict IN_LINE (source updated 2026-08-03)
  11. [D42] Positive deviant for Beaufort: Setiu (Terengganu) improved faster since 2019 (welfare momentum 8.0 vs 1.7); differs in: mining share lower (0.90 vs 0.00); GDP per capita higher (9.22 vs 9.62); piped-water access higher (94.14 vs 100.00)
  12. [D47] Backtest absolute error for Beaufort income_median: 2-yr 7.1%
  13. [D48] Beaufort · gdp_real latest official 2020 = 767
  14. [D49] Beaufort · gdp_real 2021 nowcast: p50 775 (80% interval 750–806)
  15. [D52] Beaufort · gdp_real 2024 nowcast: p50 876 (80% interval 829–1,024)
  16. [D56] Beaufort · gdp_real 2028 projection (baseline): p50 1,040 (80% interval 944–1,306)
  17. [D57] Backtest absolute error for Beaufort gdp_real: 1-yr 2.0%, 2-yr 1.0%, 3-yr 4.3%
  18. [D62] Beaufort Median household income 2024: actual RM 4,070, expected RM 4,313 (within model error; CV error ±RM 649; model ridge); top associated factors: Unemployment rate -0.082; GDP per capita (2020) -0.067; Share aged 65+ +0.031; Population density -0.026
  19. [D63] Beaufort Absolute poverty rate 2024: actual 20.4%, expected 17.2% (within model error; CV error ±4.1%; model lightgbm); top associated factors: Unemployment rate +6.335; GDP per capita (2020) +1.376; Agriculture share of GDP +0.691; Electricity access -0.559
  20. [R1] Mid-Term Review of the Twelfth Malaysia Plan, 2021-2025: Main Document, Ministry of Economy, Malaysia (Economic Planning Unit), p. 133. https://rmke12.ekonomi.gov.my/ksp/storage/fileUpload/2023/09/2023091145_main_document_ksp_rmke_12.pdf
  21. [R2] Mid-Term Review of the Twelfth Malaysia Plan - Chapter 5: Progressing towards Regional Balance, Ministry of Economy, Malaysia (Economic Planning Unit), p. 23. https://rmke12.ekonomi.gov.my/ksp/storage/fileUpload/2023/09/2023091136_6_chapter_5.pdf
  22. [R4] Mid-Term Review of the Twelfth Malaysia Plan, 2021-2025: Main Document, Ministry of Economy, Malaysia (Economic Planning Unit), p. 146. https://rmke12.ekonomi.gov.my/ksp/storage/fileUpload/2023/09/2023091145_main_document_ksp_rmke_12.pdf

Generated by the Atlas AI Analyst from official DOSM statistics and the atlas models. Every factual sentence is cited; the validator removed 0 unsupported sentence(s). This draft has not yet been reviewed by a person.