Navigating the Measurement Frontier: New Insights Into Small Farm Realities

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).

Authors

Institutions

Publication Details

Journal
Agricultural Economics
Published
2025-03-16
DOI
https://doi.org/10.1111/agec.70013
Citations
3
Primary Topic
Agricultural Innovations and Practices
Type
article
Field-Weighted Citation Impact
14.50
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Navigating the Measurement Frontier: New Insights Into Small Farm Realities

Hope Michelson
3 citations
Agricultural Economics
Agricultural Innovations and Practices
14.50
article

Navigating the Measurement Frontier: New Insights Into Small Farm Realities

Hope Michelson
article en
3 citations

Abstract

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).

Agricultural EconomicsVol. 56(3)
University of Illinois Urbana-Champaign (US)
Openalex Percentile: Top 2%
Agricultural Innovations and Practices
14.50
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.