{"title":"利用面板数据测试商品和服务的聚合而不分离","authors":"Manami Ogura","doi":"10.1007/s00181-024-02590-3","DOIUrl":null,"url":null,"abstract":"<p>After Japan’s bubble economy collapsed in 1991, household values diversified, and, gradually, the budget shares on intangible services exceeded that on tangible goods, leading to a shift from demand for goods to services. In this study, we focus on the increased budget allocation to services in Japanese household expenditure and verify whether service-related items can be aggregated into a service group using Lewbel’s (Am Econ Rev 86(3):524–543, 1996) generalized composite commodity theorem (GCCT). We first accurately reclassify into all 51 items consisting of goods and services and verify whether these aggregations are justified. Next, we verify whether these 51 items can be sub-aggregated into goods or service groups. In testing the GCCT, we incorporate panel time-series analysis with cross-sectional dependence, unlike traditional GCCT tests with time-series data. We also conduct a nonparametric revealed preference test for weak separability as a benchmark against the GCCT test results. Our findings demonstrate that the utility function can be rationalized even when the data set is reclassified into 51 items, justifying the aggregation into service groups. This suggests that in the future, specifying the functional form of a service group can be developed into a traditional demand analysis, such as calculating estimates and elasticities.</p>","PeriodicalId":11642,"journal":{"name":"Empirical Economics","volume":"192 1","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Testing the aggregation of goods and services without separability using panel data\",\"authors\":\"Manami Ogura\",\"doi\":\"10.1007/s00181-024-02590-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>After Japan’s bubble economy collapsed in 1991, household values diversified, and, gradually, the budget shares on intangible services exceeded that on tangible goods, leading to a shift from demand for goods to services. In this study, we focus on the increased budget allocation to services in Japanese household expenditure and verify whether service-related items can be aggregated into a service group using Lewbel’s (Am Econ Rev 86(3):524–543, 1996) generalized composite commodity theorem (GCCT). We first accurately reclassify into all 51 items consisting of goods and services and verify whether these aggregations are justified. Next, we verify whether these 51 items can be sub-aggregated into goods or service groups. In testing the GCCT, we incorporate panel time-series analysis with cross-sectional dependence, unlike traditional GCCT tests with time-series data. We also conduct a nonparametric revealed preference test for weak separability as a benchmark against the GCCT test results. Our findings demonstrate that the utility function can be rationalized even when the data set is reclassified into 51 items, justifying the aggregation into service groups. This suggests that in the future, specifying the functional form of a service group can be developed into a traditional demand analysis, such as calculating estimates and elasticities.</p>\",\"PeriodicalId\":11642,\"journal\":{\"name\":\"Empirical Economics\",\"volume\":\"192 1\",\"pages\":\"\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2024-04-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Empirical Economics\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://doi.org/10.1007/s00181-024-02590-3\",\"RegionNum\":4,\"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":"Empirical Economics","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1007/s00181-024-02590-3","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
Testing the aggregation of goods and services without separability using panel data
After Japan’s bubble economy collapsed in 1991, household values diversified, and, gradually, the budget shares on intangible services exceeded that on tangible goods, leading to a shift from demand for goods to services. In this study, we focus on the increased budget allocation to services in Japanese household expenditure and verify whether service-related items can be aggregated into a service group using Lewbel’s (Am Econ Rev 86(3):524–543, 1996) generalized composite commodity theorem (GCCT). We first accurately reclassify into all 51 items consisting of goods and services and verify whether these aggregations are justified. Next, we verify whether these 51 items can be sub-aggregated into goods or service groups. In testing the GCCT, we incorporate panel time-series analysis with cross-sectional dependence, unlike traditional GCCT tests with time-series data. We also conduct a nonparametric revealed preference test for weak separability as a benchmark against the GCCT test results. Our findings demonstrate that the utility function can be rationalized even when the data set is reclassified into 51 items, justifying the aggregation into service groups. This suggests that in the future, specifying the functional form of a service group can be developed into a traditional demand analysis, such as calculating estimates and elasticities.
期刊介绍:
Empirical Economics publishes high quality papers using econometric or statistical methods to fill the gap between economic theory and observed data. Papers explore such topics as estimation of established relationships between economic variables, testing of hypotheses derived from economic theory, treatment effect estimation, policy evaluation, simulation, forecasting, as well as econometric methods and measurement. Empirical Economics emphasizes the replicability of empirical results. Replication studies of important results in the literature - both positive and negative results - may be published as short papers in Empirical Economics. Authors of all accepted papers and replications are required to submit all data and codes prior to publication (for more details, see: Instructions for Authors).The journal follows a single blind review procedure. In order to ensure the high quality of the journal and an efficient editorial process, a substantial number of submissions that have very poor chances of receiving positive reviews are routinely rejected without sending the papers for review.Officially cited as: Empir Econ