Public-sector decision support for digital-agriculture rollout: Feasibility-constrained provincial sequencing in Vietnam

IF 5.2 2区 经济学 Q1 ECONOMICS
Socio-economic Planning Sciences Pub Date : 2026-08-01 Epub Date: 2026-07-30 DOI:10.1016/j.seps.2026.102568
Thanh Van Do, Enjun Xia, Binh Anh Pham
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引用次数: 0

Abstract

Digital-agriculture programmes are increasingly central to public-sector modernization, but governments cannot usually roll them out everywhere at once. This article examines Vietnam as a territorially heterogeneous planning case and asks how public agencies can stage provincial rollout when productivity opportunity, equity need, low-greenhouse-gas (low-GHG) baseline advantage, and implementability do not peak in the same places. The study develops an ex-ante decision-support framework that links baseline forecasting, multi-criteria decision analysis (MCDA), exact 0–1 integer-programming portfolio selection, and regret diagnostics under weight uncertainty. The framework is not an ex-post causal evaluation of concrete policy packages; rather, it provides a transparent sequencing architecture for bounded public allocation. The results show that a neutral Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) baseline produces a territorially mixed priority set rather than a single readiness block, while feasibility-constrained optimization expands the selected frontier from 23 provinces under the narrow B0 envelope to 37 under B1 and 48 under B2. Robustness checks based on Dirichlet weight draws, rank-reversal tests, alternative feasibility proxies, and alternative MCDA methods show that the broad sequencing logic is not driven by one arbitrary weight vector or one isolated readiness proxy. The contribution is a practical public-sector planning framework for converting spatially misaligned objectives into defensible rollout tiers under administrative constraints.

Abstract Image

公共部门对数字农业推广的决策支持:越南可行性受限的省级排序
数字农业项目在公共部门现代化中越来越重要,但政府通常无法立即在所有地方推广。本文将越南作为一个地域异质性规划案例进行研究,并探讨了当生产力机会、公平需求、低温室气体基线优势和可实施性在同一地方没有达到峰值时,公共机构如何在省级推广。该研究开发了一个事前决策支持框架,该框架将基线预测、多标准决策分析(MCDA)、精确0-1整数规划投资组合选择和权重不确定性下的后悔诊断联系起来。该框架不是对具体一揽子政策的事后因果评价;相反,它为有限的公共分配提供了一个透明的排序架构。结果表明,基于理想解决相似度的中立排序偏好技术(TOPSIS)产生了一个区域混合优先级集,而不是单一的准备度块,而可行性约束优化将选择的边界从狭窄的B0包络下的23个省扩展到B1下的37个省和B2下的48个省。基于Dirichlet权重绘制、秩反转测试、替代可行性代理和替代MCDA方法的鲁棒性检查表明,广泛的排序逻辑不是由一个任意权重向量或一个孤立的准备度代理驱动的。贡献是一个实用的公共部门规划框架,用于在行政约束下将空间错位的目标转化为可防御的推出层。
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来源期刊
Socio-economic Planning Sciences
Socio-economic Planning Sciences OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
9.40
自引率
13.10%
发文量
294
审稿时长
58 days
期刊介绍: Studies directed toward the more effective utilization of existing resources, e.g. mathematical programming models of health care delivery systems with relevance to more effective program design; systems analysis of fire outbreaks and its relevance to the location of fire stations; statistical analysis of the efficiency of a developing country economy or industry. Studies relating to the interaction of various segments of society and technology, e.g. the effects of government health policies on the utilization and design of hospital facilities; the relationship between housing density and the demands on public transportation or other service facilities: patterns and implications of urban development and air or water pollution. Studies devoted to the anticipations of and response to future needs for social, health and other human services, e.g. the relationship between industrial growth and the development of educational resources in affected areas; investigation of future demands for material and child health resources in a developing country; design of effective recycling in an urban setting.
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