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SabahKu · District brief · Sandakan Division

Sandakan

AI-generated · unreviewed draftData release 2026.09.26 · 38/38 citations verified · azure:gpt-5-mini
Income: 85th percentile in Sabah (2024)Poverty: 63th percentile in Sabah (2024)Gini: 48th percentile in Sabah (2024)GDP/cap: 85th percentile in Sabah (2020)Services: 50th percentile in Sabah (2020) · descriptiveAgri: 27th percentile in Sabah (2020) · descriptiveMfg: 88th percentile in Sabah (2020) · descriptiveDensity: 88th percentile in Sabah (2025) · descriptiveInc. growth: 27th percentile in Sabah (2024)GDP growth: 54th percentile in Sabah (2020)LFPR: 85th percentile in Sabah (2024)Jobless: 88th percentile in Sabah (2024)Water: 85th percentile in Sabah (2024)Power: 64th percentile in Sabah (2024)Radiance: 81th percentile in Sabah (2025) · descriptiveLit area: 69th percentile in Sabah (2025) · descriptiveLights growth: 12th percentile in Sabah (2025)

Situation

Sandakan is classified as a "Services-led towns & suburbs" district with median household income RM 5,314 in 2024 and mean household income RM 6,648 in 2024 .

Absolute poverty has fallen from 18.2% in 2019 to 15.2% in 2024 while median income grew 2.6% since 2019, showing modest welfare improvement since 2019 .

Real GDP is only published to 2020 (RM 7,911) and model nowcasts project growth through 2026 with an 80% interval; the central model projection for 2026 GDP is RM 9,593 (p50) with an 80% interval RM 8,901–RM 11,649 .

Labour-market participation is relatively strong at 73.0% in 2024 but unemployment remains elevated at 6.8% in 2024 versus peer medians, indicating labour under‑utilisation despite higher participation .

Strengths

  • Labour force participation is above its structural peers and improving, recorded at 73.0% in 2024 .
  • Drivers associate higher participation and population density positively with income, with labour force participation appearing as a top positive correlate for median household income .

Constraints

  • GDP per capita is below peer median (RM 18,017 in 2020 vs peer median RM 24,884) and real‑GDP growth 2015–2020 averaged only 0.8%, both flagged as concerns .
  • Unemployment is a concern: the 2024 unemployment rate is 6.8%, and the drivers model associates higher unemployment with much higher absolute poverty in Sandakan .
  • Piped‑water access is below peers and is associated with higher poverty in the drivers analysis .

Options

  • Invest in active labour‑market and TVET alignment to convert high participation into employment; evidence strength: moderate (drivers show labour participation and unemployment strongly associated with income and poverty, and national plans emphasise TVET and labour reforms) .
  • Target water‑services upgrades in lagging localities to reduce poverty exposure; evidence strength: limited (drivers associate piped‑water access with poverty and national plans prioritise rural infrastructure, but local impact evaluations are not cited) .
  • Replicate practices from the positive‑deviant peer (Sabak Bernam) that achieved faster welfare momentum since 2019 as an exploratory policy case; evidence strength: strong (a structural peer improved faster, offering an empirical precedent to study) .

Uncertainties

  • Recent GDP and income figures after 2020/2024 are modelled (nowcasts/projections) and carry 80% intervals; the income model backtest error is 1.5% (2‑yr) and the GDP model backtest errors are 0.8%/0.6%/0.8% (1/2/3‑yr), which leave room for revision .
  • The profile does not flag district boundary changes in the returned data, but if administrative boundaries changed this would alter per‑capita and service access ratios (tools do not report a boundary change here) .
  • Shift‑share shows mixed competitive performance versus Malaysia and Sabah, creating uncertainty about which industries can reliably drive future growth .

What data would change this view

  • Verified district GDP and sectoral GDP published for 2021–2025 (official DOSM release) would replace model nowcasts and narrow uncertainty in growth projections .
  • Sub‑district unemployment and employment‑by‑industry panels would clarify where labour‑market interventions should target and test the drivers' associations .
  • Local impact evaluations of water‑supply and TVET investments (measured outcomes) would change the evidence grading for interventions .

Sources cited

  1. [D1] Sandakan · Median household income · 2024 = RM 5,314 (DOSM hh_income_district; rank 5 of 28 in Sabah, 1 = best) (source updated 2025-12-31)
  2. [D3] Sandakan · Mean household income · 2024 = RM 6,648 (DOSM hh_income_district; rank 5 of 28 in Sabah, 1 = best) (source updated 2025-12-31)
  3. [D4] Sandakan · Absolute poverty rate · 2024 = 15.2% (DOSM hh_poverty_district; rank 11 of 28 in Sabah, 1 = best) (source updated 2025-12-31)
  4. [D5] Sandakan · Absolute poverty rate · 2019 = 18.2% (DOSM hh_poverty_district; rank 11 of 26 in Sabah, 1 = best) (source updated 2025-12-31)
  5. [D9] Sandakan · GDP at constant 2015 prices · 2020 = 7,911.1 (DOSM gdp_district_real_supply; 2 of 27 in Sabah by size, 1 = highest (descriptive, not good or bad)) (source updated 2024-11-02)
  6. [D12] Sandakan · Median income growth since 2019 · 2024 = 2.6% (derived by the atlas from DOSM data; rank 20 of 27 in Sabah, 1 = best; note: window:2019-2024)
  7. [D26] Sandakan · Labour force participation rate 2024: 73.0% vs peer median 71.0%; level above; trend improving (+0.40/yr, 2023–2024); verdict STRENGTH (source updated 2025-06-30)
  8. [D27] Sandakan · GDP per capita 2020: RM 18,017 vs peer median RM 24,884; level below; trend n/a; verdict CONCERN
  9. [D28] Sandakan · Unemployment rate 2024: 6.8% vs peer median 2.6%; level below; trend flat (+0.10/yr, 2023–2024); verdict CONCERN (source updated 2025-06-30)
  10. [D29] Sandakan · Households with piped water 2024: 96.7% vs peer median 100.0%; level below; trend flat (-0.13/yr, 2022–2024); verdict CONCERN (source updated 2026-08-03)
  11. [D30] Sandakan · Real GDP growth, 2015–2020 average 2020: 0.8% vs peer median 2.2%; level below; trend n/a; verdict CONCERN
  12. [D42] Positive deviant for Sandakan: Sabak Bernam (Selangor) improved faster since 2019 (welfare momentum 9.7 vs 3.2); differs in: manufacturing share lower (4.92 vs 2.17); agriculture share higher (4.18 vs 6.38); mining share lower (0.43 vs 0.00)
  13. [D44] Sandakan · income_median 2025 projection (baseline): p50 RM 5,445 (80% interval RM 5,010–RM 5,931)
  14. [D45] Sandakan · income_median 2026 projection (baseline): p50 RM 5,579 (80% interval RM 4,959–RM 6,297)
  15. [D46] Sandakan · income_median 2027 projection (baseline): p50 RM 5,717 (80% interval RM 4,949–RM 6,630)
  16. [D47] Backtest absolute error for Sandakan income_median: 2-yr 1.5%
  17. [D48] Sandakan · gdp_real latest official 2020 = 7,911
  18. [D49] Sandakan · gdp_real 2021 nowcast: p50 7,950 (80% interval 7,692–8,266)
  19. [D54] Sandakan · gdp_real 2026 projection (baseline): p50 9,593 (80% interval 8,901–11,649)
  20. [D57] Backtest absolute error for Sandakan gdp_real: 1-yr 0.8%, 2-yr 0.6%, 3-yr 0.8%
  21. [D58] Sandakan GDP 2015–2019 vs Sabah: change +995.9; benchmark effect +1066.1; industry mix -78.7; competitive +8.5
  22. [D60] Sandakan GDP 2015–2020 vs Sabah: change +303.6; benchmark effect +354.1; industry mix -37.3; competitive -13.2
  23. [D62] Sandakan Median household income 2024: actual RM 5,314, expected RM 5,646 (within model error; CV error ±RM 649; model ridge); top associated factors: Labour force participation +0.083; Population density +0.044; Unemployment rate -0.042; Agriculture share of GDP +0.034
  24. [D63] Sandakan Absolute poverty rate 2024: actual 15.2%, expected 10.3% (worse than structure predicts; CV error ±4.1%; model lightgbm); top associated factors: Unemployment rate +5.906; Piped-water access -1.603; GDP per capita (2020) -0.962; Labour force participation -0.666
  25. [R2] 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
  26. [R3] 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

Generated by the SabahKu 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.