Navigating the Measurement Frontier: New Insights Into Small Farm Realities

IF 4 3区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY
Hope Michelson
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Abstract

Measurement is not only a way of describing complex realities; it can also transform those realities by influencing policies. We live in an era of measurement innovation: new methods to deploy and new ways of adapting familiar, proven strategies to new contexts. This paper explores how new measurements provide fresh insights into the circumstances of small-farm households worldwide and describes challenges that these techniques have yet to overcome. Because the small farm sector plays a crucial role in global food security, global value chains, and rural livelihoods, understanding its conditions is a persistent focus of policymakers and researchers. I discuss how measures including satellite-based assessments of crop yields, tree cover, temperature, and rainfall, laboratory measures of soil and agricultural input quality, GPS-based plot area calculations, labor activity trackers, and high-frequency household surveys conducted via cellular phones are providing an improved understanding of fundamental dimensions of small farms and agrarian households. I identify important gaps in what is currently measured, discuss challenges related to implementing and interpreting new measures, and argue that new measurement strategies should be combined with continued investment for traditional “analog measures”—the household and farm surveys that remain fundamental for data collection in low- and middle-income countries (LMICs).

导航测量前沿:对小农场现实的新见解
测量不仅是描述复杂现实的一种方式;它还可以通过影响政策来改变这些现实。我们生活在一个测量创新的时代:部署新的方法和调整熟悉的、经过验证的策略以适应新环境的新方法。本文探讨了新的测量方法如何为全球小农户的情况提供新的见解,并描述了这些技术尚未克服的挑战。由于小农场部门在全球粮食安全、全球价值链和农村生计中发挥着至关重要的作用,因此了解其状况一直是政策制定者和研究人员关注的焦点。我讨论了基于卫星的作物产量、树木覆盖、温度和降雨量评估、土壤和农业投入质量的实验室测量、基于gps的地块面积计算、劳动力活动追踪器以及通过手机进行的高频家庭调查等措施如何提高对小农场和农户基本维度的理解。我指出了目前测量的重要差距,讨论了与实施和解释新测量方法相关的挑战,并认为新的测量策略应与对传统“模拟测量方法”的持续投资相结合-家庭和农场调查仍然是低收入和中等收入国家(LMICs)数据收集的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Agricultural Economics
Agricultural Economics 管理科学-农业经济与政策
CiteScore
7.30
自引率
4.90%
发文量
62
审稿时长
3 months
期刊介绍: Agricultural Economics aims to disseminate the most important research results and policy analyses in our discipline, from all regions of the world. Topical coverage ranges from consumption and nutrition to land use and the environment, at every scale of analysis from households to markets and the macro-economy. Applicable methodologies include econometric estimation and statistical hypothesis testing, optimization and simulation models, descriptive reviews and policy analyses. We particularly encourage submission of empirical work that can be replicated and tested by others.
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