Transforming vacant rural school buildings into age-friendly facilities under China’s aging and low-fertility context: a natural language processing–based evaluation framework

This validated framework integrates computational objectivity with expert knowledge for evaluating rural school conversion feasibility. It provides practical guidance for policymakers and developers to address rural elderly care shortages through sustainable infrastructure adaptation, applicable to aging societies globally.

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Publication Details

Journal
BMC Geriatrics
Published
2026-01-09
DOI
https://doi.org/10.1186/s12877-025-06772-1
Primary Topic
Intergenerational Family Dynamics and Caregiving
Type
article
Field-Weighted Citation Impact
0.00
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article

Transforming vacant rural school buildings into age-friendly facilities under China’s aging and low-fertility context: a natural language processing–based evaluation framework

M. Nasir, Quan Wen, Mazran Ismail
BMC Geriatrics
Intergenerational Family Dynamics and Caregiving
article

Transforming vacant rural school buildings into age-friendly facilities under China’s aging and low-fertility context: a natural language processing–based evaluation framework

M. Nasir, Quan Wen, Mazran Ismail
article en

Abstract

This validated framework integrates computational objectivity with expert knowledge for evaluating rural school conversion feasibility. It provides practical guidance for policymakers and developers to address rural elderly care shortages through sustainable infrastructure adaptation, applicable to aging societies globally.

BMC GeriatricsVol. 26(1)
Universiti Sains Malaysia (MY), Henan Forestry Vocational College (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 95%
Intergenerational Family Dynamics and Caregiving
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