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SabahKu · District brief · Interior Division

Nabawan

AI-generated · unreviewed draftData release 2026.09.26 · 30/30 citations verified · azure:gpt-5-mini
Income: 48th percentile in Sabah (2024)Poverty: 41th percentile in Sabah (2024)Gini: 72th percentile in Sabah (2024)GDP/cap: 46th percentile in Sabah (2020)Services: 23th percentile in Sabah (2020) · descriptiveAgri: 88th percentile in Sabah (2020) · descriptiveMfg: 6th percentile in Sabah (2020) · descriptiveDensity: 4th percentile in Sabah (2025) · descriptiveInc. growth: 62th percentile in Sabah (2024)GDP growth: 15th percentile in Sabah (2020)LFPR: 62th percentile in Sabah (2024)Jobless: 4th percentile in Sabah (2024)Water: 15th percentile in Sabah (2024)Power: 64th percentile in Sabah (2024)Radiance: 4th percentile in Sabah (2025) · descriptiveLit area: 4th percentile in Sabah (2025) · descriptiveLights growth: 100th percentile in Sabah (2025)

Situation

Nabawan is classified as "Plantation & agrarian frontier" in the district profile .

Median household income was RM 4,361 in 2024 and was RM 3,613 in 2019, showing upward movement since 2019 .

Real GDP at constant 2015 prices was RM 267.6 million in 2020 and the district’s 2015–2020 average real GDP growth was -2.1% (2015–2020), placing growth below many peers .

Model projections show income_median rising modestly in the near term with a 2025 p50 of RM 4,469 (80% interval RM 4,111–RM 4,868) and a 2026 p50 of RM 4,579 (80% interval RM 4,070–RM 5,168), both modelled rather than official .

Strengths

  • Electricity access reached 100.0% of households in 2024 and is judged a scorecard strength versus peers .
  • Labour force participation rate was 71.1% in 2024 and is judged a scorecard strength versus peers .
  • Median household income is in line with peers in 2024 with a scorecard verdict "IN_LINE" and median income growth since 2019 was 3.8% through 2024 .
  • Actual median household income (RM 4,361) exceeded the model structural expectation (expected RM 3,379) in the drivers analysis .

Constraints

  • Unemployment is a scorecard concern at 10.7% in 2024 versus the peer median, with a CONCERN verdict .
  • Households with piped water were 63.5% in 2024 and piped-water access is a scorecard concern with a worsening trend .
  • GDP per capita in 2020 was RM 9,457 and is a scorecard concern relative to peers .
  • Real GDP growth averaged -2.1% over 2015–2020 and this growth metric is a scorecard concern .

Options

  • Expand piped-water and alternative rural water systems to increase access; Evidence: limited — expanding rural water supply is cited as a continuing initiative in the Twelfth Malaysia Plan Mid-Term Review (strategy to increase provision of rural infrastructure, including water) .
  • Implement active labour-market and TVET-linked placement measures to address unemployment; Evidence: moderate — the Twelfth Malaysia Plan emphasises labour-market reform and strengthening TVET ecosystems alongside Nabawan drivers linking unemployment to welfare outcomes .
  • Invest in transport and connectivity to support rural economic potential and logistics; Evidence: moderate — national strategy text highlights enhancing connectivity and transport infrastructure to boost growth in the remaining Plan period .

Uncertainties

  • All district real GDP values after 2020 are model nowcasts/projections and therefore uncertain (for example, gdp_real 2024 p50 281 with 80% interval 266–328) .
  • Median income after 2024 is modelled with uncertainty (income_median 2025 p50 RM 4,469; 80% interval RM 4,111–RM 4,868) .
  • Shift-share results show changing benchmark, industry-mix and competitive components between periods, indicating structural volatility in past GDP changes (e.g., 2015–2020 vs Sabah: change -29.5; industry mix -30.0; competitive -13.3) .

What data would change this view

  • Official district GDP published beyond 2020 would replace model nowcasts and materially reduce uncertainty about recent output trajectories .
  • Recent administrative data on employment placements, TVET completions and local water-infrastructure project delivery would clarify whether targeted interventions are reducing unemployment and piped-water gaps .
  • Impact evaluations of rural water, connectivity or labour programmes in Nabawan or its positive-deviant peer Marudi would provide stronger evidence to upgrade the option evidence grades .

Sources cited

  1. [D1] Nabawan · Median household income · 2024 = RM 4,361 (DOSM hh_income_district; rank 15 of 28 in Sabah, 1 = best) (source updated 2025-12-31)
  2. [D2] Nabawan · Median household income · 2019 = RM 3,613 (DOSM hh_income_district; rank 14 of 26 in Sabah, 1 = best) (source updated 2025-12-31)
  3. [D9] Nabawan · GDP at constant 2015 prices · 2020 = 267.6 (DOSM gdp_district_real_supply; 24 of 27 in Sabah by size, 1 = highest (descriptive, not good or bad)) (source updated 2024-11-02)
  4. [D10] Nabawan · GDP per capita · 2020 = RM 9,457 (derived by the atlas from DOSM data; rank 15 of 27 in Sabah, 1 = best)
  5. [D11] Nabawan · Real GDP growth, 2015–2020 average · 2020 = -2.1% (derived by the atlas from DOSM data; rank 23 of 27 in Sabah, 1 = best; note: window:2015-2020)
  6. [D12] Nabawan · Median income growth since 2019 · 2024 = 3.8% (derived by the atlas from DOSM data; rank 11 of 27 in Sabah, 1 = best; note: window:2019-2024)
  7. [D26] Nabawan · Households with electricity 2024: 100.0% vs peer median 96.7%; level above; trend improving (+2.10/yr, 2022–2024); verdict STRENGTH (source updated 2026-08-03)
  8. [D27] Nabawan · Labour force participation rate 2024: 71.1% vs peer median 68.7%; level above; trend improving (+1.50/yr, 2023–2024); verdict STRENGTH (source updated 2025-06-30)
  9. [D28] Nabawan · GDP per capita 2020: RM 9,457 vs peer median RM 10,540; level below; trend n/a; verdict CONCERN
  10. [D29] Nabawan · Unemployment rate 2024: 10.7% vs peer median 2.1%; level below; trend flat (+0.00/yr, 2023–2024); verdict CONCERN (source updated 2025-06-30)
  11. [D30] Nabawan · Households with piped water 2024: 63.5% vs peer median 70.2%; level below; trend worsening (-2.65/yr, 2022–2024); verdict CONCERN (source updated 2026-08-03)
  12. [D31] Nabawan · Real GDP growth, 2015–2020 average 2020: -2.1% vs peer median -0.1%; level below; trend n/a; verdict CONCERN
  13. [D34] Nabawan · Median household income 2024: RM 4,361 vs peer median RM 4,281; level in_line; trend flat (-0.35/yr, 2022–2024); verdict IN_LINE (source updated 2025-12-31)
  14. [D42] Positive deviant for Nabawan: Marudi (Sarawak) improved faster since 2019 (welfare momentum 8.5 vs 5.9); differs in: GDP per capita higher (9.15 vs 10.11); share aged 65+ higher (5.65 vs 7.45); piped-water access higher (63.49 vs 74.05)
  15. [D43] Nabawan · income_median latest official 2024 = RM 4,361
  16. [D44] Nabawan · income_median 2025 projection (baseline): p50 RM 4,469 (80% interval RM 4,111–RM 4,868)
  17. [D45] Nabawan · income_median 2026 projection (baseline): p50 RM 4,579 (80% interval RM 4,070–RM 5,168)
  18. [D48] Nabawan · gdp_real latest official 2020 = 268
  19. [D52] Nabawan · gdp_real 2024 nowcast: p50 281 (80% interval 266–328)
  20. [D60] Nabawan GDP 2015–2020 vs Sabah: change -29.5; benchmark effect +13.8; industry mix -30.0; competitive -13.3
  21. [D62] Nabawan Median household income 2024: actual RM 4,361, expected RM 3,379 (better than structure predicts; CV error ±RM 649; model ridge); top associated factors: Population density -0.117; Agriculture share of GDP -0.110; Unemployment rate -0.102; GDP per capita (2020) -0.074
  22. [D63] Nabawan Absolute poverty rate 2024: actual 25.4%, expected 24.2% (within model error; CV error ±4.1%; model lightgbm); top associated factors: Unemployment rate +8.230; Piped-water access +2.928; GDP per capita (2020) +2.493; Services share of GDP +2.208
  23. [R1] 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
  24. [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
  25. [R4] 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

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.