Table · dataset · 2026
Table 1_Two horizons, one burden: estimating lifetime and decade-long medical costs of childhood obesity in Kazakhstan.docx
Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fpubh.2026.1853931.s001
Description
Objective<p>To estimate the lifetime and cumulative direct medical burden associated with childhood overweight and obesity in Kazakhstan using a dynamic age-structured modeling approach.</p>Methods<p>A dynamic age-structured Markov cohort model was developed to simulate the progression of children aged 5–9 years through successive age groups and weight states (normal weight, exclusive overweight, and obesity). Transition probabilities were reconstructed using a synthetic cohort approach based on repeated cross-sectional prevalence data and were calibrated to reproduce observed epidemiological patterns.
State-specific annual direct medical costs were estimated using a normative costing approach based on national clinical protocols and tariffs. Lifetime burden was calculated as the discounted sum of future medical costs (3% discount rate). Furthermore, cumulative short-term was estimated for the period 2024–2035.
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Deterministic sensitivity analysis and structural scenario analysis were conducted to assess model robustness. Policy scenarios examined the impact of reducing childhood obesity prevalence by 5 and 10%.</p>Results<p>The average discounted lifetime cost per child was 96,996.26 KZT (USD 206.37), resulting in a total national lifetime financial impact of 194 billion KZT (USD 413 million) for the 2024 cohort of children aged 5–9 years.
Over the 2024–2035 horizon, cumulative discounted direct healthcare expenditure reached 128.72 billion KZT (USD 273.9 million), with approximately 71% attributable to obesity. Sensitivity analysis showed that model results were most responsive to parameters related to obesity prevalence and costs. Structural scenarios indicated that the base-case model likely underestimates cost, with age-varying adult costs increasing estimates by up to 13.6%.
Policy scenarios demonstrated that a 5 and 10% reduction in childhood obesity prevalence could reduce lifetime burden by 4.8 and 9.4%, respectively.</p>Conclusion<p>Childhood obesity imposes a substantial and persistent economic impact on Kazakhstan's healthcare system. Preventive interventions targeting obesity in early life may yield significant long-term cost savings and should be prioritized in national health policy.</p>
Links
Where it is published
- DOI doi.org/10.3389/fpubh.2026.1853931.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
- Inferred from text
- Major global burdens of disease 77% · Tabular 65%
Provenance · 4 source records, 40 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/34054326 | 9 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34054326 | 9 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34054326 | 9 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34054326 | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:420207 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (77%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
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| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
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| concepts[field].local:field:medicine-health | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |