{"title":"采用生产技术中的内存限制","authors":"Haseeb Ahmed , Erin Giffin , Shanthi Manian","doi":"10.1016/j.jebo.2025.107118","DOIUrl":null,"url":null,"abstract":"<div><div>Limited adoption of productive technologies is often identified as a key reason for lagging agricultural productivity in developing countries. We hypothesize that memory limitations play a crucial role in explaining these sub-optimal levels of technology adoption. We test this hypothesis in the context of cattle disease prevention and management among smallholder farmers in east Africa. If farmers under-remember cattle health events, this will reduce their incentive to invest in preventive technologies. We implemented a field experiment in western Kenya to study if relieving memory constraints increases demand for a livestock disease prevention technology. We trained and incentivized study participants to keep simple written records of cattle disease events, health expenditures, and milk production outcomes for a period of three months. We then provided a paper template to help summarize the information in the record books. We find this intervention nearly doubled demand for the preventive technology, and evidence suggests that the record-keeping increased recall of disease events. This paper provides evidence that memory may serve as a barrier to technology adoption and our intervention can serve as a low-cost way of increasing take-up of productive technologies.</div></div>","PeriodicalId":48409,"journal":{"name":"Journal of Economic Behavior & Organization","volume":"236 ","pages":"Article 107118"},"PeriodicalIF":2.3000,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Memory constraints in adoption of productive technologies\",\"authors\":\"Haseeb Ahmed , Erin Giffin , Shanthi Manian\",\"doi\":\"10.1016/j.jebo.2025.107118\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Limited adoption of productive technologies is often identified as a key reason for lagging agricultural productivity in developing countries. We hypothesize that memory limitations play a crucial role in explaining these sub-optimal levels of technology adoption. We test this hypothesis in the context of cattle disease prevention and management among smallholder farmers in east Africa. If farmers under-remember cattle health events, this will reduce their incentive to invest in preventive technologies. We implemented a field experiment in western Kenya to study if relieving memory constraints increases demand for a livestock disease prevention technology. We trained and incentivized study participants to keep simple written records of cattle disease events, health expenditures, and milk production outcomes for a period of three months. We then provided a paper template to help summarize the information in the record books. We find this intervention nearly doubled demand for the preventive technology, and evidence suggests that the record-keeping increased recall of disease events. This paper provides evidence that memory may serve as a barrier to technology adoption and our intervention can serve as a low-cost way of increasing take-up of productive technologies.</div></div>\",\"PeriodicalId\":48409,\"journal\":{\"name\":\"Journal of Economic Behavior & Organization\",\"volume\":\"236 \",\"pages\":\"Article 107118\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2025-07-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Economic Behavior & Organization\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0167268125002379\",\"RegionNum\":3,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Economic Behavior & Organization","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167268125002379","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
Memory constraints in adoption of productive technologies
Limited adoption of productive technologies is often identified as a key reason for lagging agricultural productivity in developing countries. We hypothesize that memory limitations play a crucial role in explaining these sub-optimal levels of technology adoption. We test this hypothesis in the context of cattle disease prevention and management among smallholder farmers in east Africa. If farmers under-remember cattle health events, this will reduce their incentive to invest in preventive technologies. We implemented a field experiment in western Kenya to study if relieving memory constraints increases demand for a livestock disease prevention technology. We trained and incentivized study participants to keep simple written records of cattle disease events, health expenditures, and milk production outcomes for a period of three months. We then provided a paper template to help summarize the information in the record books. We find this intervention nearly doubled demand for the preventive technology, and evidence suggests that the record-keeping increased recall of disease events. This paper provides evidence that memory may serve as a barrier to technology adoption and our intervention can serve as a low-cost way of increasing take-up of productive technologies.
期刊介绍:
The Journal of Economic Behavior and Organization is devoted to theoretical and empirical research concerning economic decision, organization and behavior and to economic change in all its aspects. Its specific purposes are to foster an improved understanding of how human cognitive, computational and informational characteristics influence the working of economic organizations and market economies and how an economy structural features lead to various types of micro and macro behavior, to changing patterns of development and to institutional evolution. Research with these purposes that explore the interrelations of economics with other disciplines such as biology, psychology, law, anthropology, sociology and mathematics is particularly welcome.