衡量人工智能对经济的影响：调查数据与数字足迹 - AI采用对公司绩效的影响.pdf

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1、IMF IMF|Statistics1Survey Data vs Digital Footprint:The Impact of AI Adoption on Firms PerformanceNOVEMBER 21,2024Rendra Achyunda Anugrah PutraBPS-Statistics IndonesiaSilvia AriniBPS-Statistics IndonesiaIMF IMF|Statistics212345IntroductionDataMethodologyDiscussionConclusion2/13OUTLINEIMF IMF|Statist

2、ics3IntroductionIntroductionIMF IMF|Statistics4IntroductionIntroductionBackground AI transforms a firms business processes,demanding the quantification of its impact on firm performance Each sector has unique characteristics and AIs impact affects each sector differently National statistics needs to

3、 remain accurate and adaptable in the digital age,especially as big data becomes increasingly importantContribution Provides a comprehensive analysis of AIs impact on firm-level outcomes and on the economy.Provides insight into which sectors experience the greatest impact of AI Demonstrates a new me

4、thod that combines traditional and non-traditional data,as well as shows how alternative data sources can provide new insights into the implications of AI on the economy.IMF IMF|Statistics5DataDataIMF IMF|Statistics6Combining traditional and nonCombining traditional and non-traditional datatradition

5、al data6Official Statistics DataDigital FootprintBusiness Characteristics Survey(BCS)Attributes:Business characteristics and activities AI adoption Big Data,IoT,Advanced Robotic IncomeGoogle PlacesAttributes:Average rating Number of reviews Details user rating Details user reviewIMF IMF|Statistics7M

6、ethodologyMethodologyIMF IMF|Statistics881Generate QueryUsing business names and addresses from the BCS data as query inputs to retrieve relevant data from Google Maps2Google Maps PlatformBusiness reviews and rating data are collected using generated queryMethodologyMethodologyIMF IMF|Statistics9Met