利用技术在中央银行:宏观经济预测和管理波动

Anupam Mehrotra, A. Munjal
{"title":"利用技术在中央银行:宏观经济预测和管理波动","authors":"Anupam Mehrotra, A. Munjal","doi":"10.1109/ICCIKE51210.2021.9410771","DOIUrl":null,"url":null,"abstract":"While there is no doubt about the centrality of a central bank in any economic set up, its role and functions have undergone some changes over last few decades. With total control on the issuance and supply of money and flow of credit in any economy, a central bank can influence the macroeconomic variables of a country and is supposed to use this power to the benefit of the nation and its residents. The task is arduous and the tools are limited. Against this highly simplified backdrop, the application of the latest technology like Big Data, IoT, Artificial Intelligence and Block chain in approaching the central banking objectives is seen to strengthen the hands of the monetary authority in its endeavor to orchestrate the macroeconomic variables and choreograph the movements in general price level and exchange rate in a way as to avoid volatility and ensure a reasonable degree of predictability in the degree and direction of movements of the major economic parameters. The objective of the paper is to explore and describe the potential that the latest technology and empirical tools hold in assisting the central bank in achieving its objectives. It also lays the foundation and opens up the gates for further exploratory research that can be built upon it.","PeriodicalId":254711,"journal":{"name":"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Leveraging Technology in Central Banking: Macroeconomic Forecasting & Managing Volatility\",\"authors\":\"Anupam Mehrotra, A. Munjal\",\"doi\":\"10.1109/ICCIKE51210.2021.9410771\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"While there is no doubt about the centrality of a central bank in any economic set up, its role and functions have undergone some changes over last few decades. With total control on the issuance and supply of money and flow of credit in any economy, a central bank can influence the macroeconomic variables of a country and is supposed to use this power to the benefit of the nation and its residents. The task is arduous and the tools are limited. Against this highly simplified backdrop, the application of the latest technology like Big Data, IoT, Artificial Intelligence and Block chain in approaching the central banking objectives is seen to strengthen the hands of the monetary authority in its endeavor to orchestrate the macroeconomic variables and choreograph the movements in general price level and exchange rate in a way as to avoid volatility and ensure a reasonable degree of predictability in the degree and direction of movements of the major economic parameters. The objective of the paper is to explore and describe the potential that the latest technology and empirical tools hold in assisting the central bank in achieving its objectives. It also lays the foundation and opens up the gates for further exploratory research that can be built upon it.\",\"PeriodicalId\":254711,\"journal\":{\"name\":\"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-03-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCIKE51210.2021.9410771\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCIKE51210.2021.9410771","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

虽然央行在任何经济体制中的中心地位是毋庸置疑的,但在过去几十年里,它的角色和职能发生了一些变化。中央银行完全控制任何经济体的货币发行和供应以及信贷流动,可以影响一个国家的宏观经济变量,并应该利用这种权力为国家及其居民谋取利益。任务艰巨,工具有限。在这种高度简化的背景下,大数据、物联网等最新技术的应用人工智能和区块链在接近中央银行目标的过程中,被视为加强了货币当局的控制力,以努力协调宏观经济变量,并以某种方式编排一般价格水平和汇率的运动,以避免波动,并确保主要经济参数运动的程度和方向具有合理的可预测性。本文的目的是探索和描述最新技术和经验工具在协助中央银行实现其目标方面的潜力。它也为进一步的探索性研究奠定了基础,打开了大门。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Leveraging Technology in Central Banking: Macroeconomic Forecasting & Managing Volatility
While there is no doubt about the centrality of a central bank in any economic set up, its role and functions have undergone some changes over last few decades. With total control on the issuance and supply of money and flow of credit in any economy, a central bank can influence the macroeconomic variables of a country and is supposed to use this power to the benefit of the nation and its residents. The task is arduous and the tools are limited. Against this highly simplified backdrop, the application of the latest technology like Big Data, IoT, Artificial Intelligence and Block chain in approaching the central banking objectives is seen to strengthen the hands of the monetary authority in its endeavor to orchestrate the macroeconomic variables and choreograph the movements in general price level and exchange rate in a way as to avoid volatility and ensure a reasonable degree of predictability in the degree and direction of movements of the major economic parameters. The objective of the paper is to explore and describe the potential that the latest technology and empirical tools hold in assisting the central bank in achieving its objectives. It also lays the foundation and opens up the gates for further exploratory research that can be built upon it.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信