Hunter L. Clark, M. Pinkovskiy, Xavier Sala-i-Martin
{"title":"中国的GDP增长可能被低估","authors":"Hunter L. Clark, M. Pinkovskiy, Xavier Sala-i-Martin","doi":"10.3386/W23323","DOIUrl":null,"url":null,"abstract":"Concerns about the quality of China’s official GDP statistics have been a perennial question in understanding its economic dynamics. We use data on satellite-recorded nighttime lights as an independent benchmark for comparing various published indicators of the state of the Chinese economy. Using the methodology of Pinkovskiy and Sala-i-Martin (2016a and b), we exploit nighttime lights to compute the optimal weights for various Chinese economic indicators in a best unbiased predictor of Chinese growth rates. Our computations of Chinese growth based on optimal weightings of various combinations of economic indicators provide evidence against the hypothesis that the Chinese economy contracted precipitously in late 2015, and are consistent with the rate of Chinese growth being higher than is reported in the official statistics.","PeriodicalId":18934,"journal":{"name":"National Bureau of Economic Research","volume":"37 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2017-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"51","resultStr":"{\"title\":\"China's GDP Growth May be Understated\",\"authors\":\"Hunter L. Clark, M. Pinkovskiy, Xavier Sala-i-Martin\",\"doi\":\"10.3386/W23323\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Concerns about the quality of China’s official GDP statistics have been a perennial question in understanding its economic dynamics. We use data on satellite-recorded nighttime lights as an independent benchmark for comparing various published indicators of the state of the Chinese economy. Using the methodology of Pinkovskiy and Sala-i-Martin (2016a and b), we exploit nighttime lights to compute the optimal weights for various Chinese economic indicators in a best unbiased predictor of Chinese growth rates. Our computations of Chinese growth based on optimal weightings of various combinations of economic indicators provide evidence against the hypothesis that the Chinese economy contracted precipitously in late 2015, and are consistent with the rate of Chinese growth being higher than is reported in the official statistics.\",\"PeriodicalId\":18934,\"journal\":{\"name\":\"National Bureau of Economic Research\",\"volume\":\"37 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-04-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"51\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"National Bureau of Economic Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3386/W23323\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"National Bureau of Economic Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3386/W23323","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Concerns about the quality of China’s official GDP statistics have been a perennial question in understanding its economic dynamics. We use data on satellite-recorded nighttime lights as an independent benchmark for comparing various published indicators of the state of the Chinese economy. Using the methodology of Pinkovskiy and Sala-i-Martin (2016a and b), we exploit nighttime lights to compute the optimal weights for various Chinese economic indicators in a best unbiased predictor of Chinese growth rates. Our computations of Chinese growth based on optimal weightings of various combinations of economic indicators provide evidence against the hypothesis that the Chinese economy contracted precipitously in late 2015, and are consistent with the rate of Chinese growth being higher than is reported in the official statistics.