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last time, I introduced "What are the empirical articles identified by quasi-natural experiments on AER and AEJ? Including programs and codes, at least I need to collect them if I don’t look at them!", "What are the empirical articles on AER that use breakpoint regression to design RDDs? Contains the program and the code, at least you need to collect it if you don't look at it!" and "33 Selected Articles of SCM on Synthetic Control Method! The group has alarmed Alibaba!" Many scholars suggested that some Chinese journal articles are also recommended. In view of this, we have compiled an "Empirical Article Recognized by Quasi-Natural Experiments in Chinese Top Journals" with hundreds of copies.
It should be reminded that you may not be interested in these articles right now, but remember to find them when you need them, so it is recommended to save them for later use. The measurement recognition technology in the following article is mainly breakpoint regression design (RDD), and also includes synthetic control method (SCM), etc. Scholars who are interested in these quasi-natural experiments can visit the community to exchange and visit to enhance their understanding of cutting-edge measurement methods On the one hand, sooner rather than later.
Note: The following journals are ranked in no particular order.
Economic Research
Breakpoint Regression Design
[1] Tang Jue, Feng Jin. The impact of social insurance contributions on the capital-labor ratio of enterprises: Taking the change of provincial pension insurance collection agencies at the beginning of the 21st century as an example [J]. Economic Research, 2019, 54(11): 87- 101.
[2] Tian Wenjia, Yu Jingwen, Gong Liutang. Promotion Incentives and Industrial Land Sale Price——Research Based on Breakpoint Regression Method[J]. Economic Research, 2019, 54(10): 89-105.
[3] Li Ming ,Li Degang, Feng Qiang. Evaluation of the economic effects of tax cuts in China——Based on the “quasi-natural experiment” of income tax sharing reform[J].Economic Research,2018,53(07):121-135.
[4]Liu Shenglong, Zhou Shaojie, Hu Angang. Compulsory Education Law and China’s Urban Education Return Rate: Based on Breakpoint Regression Design[J].Economic Research,2016,51(02):154-167.
[5]Zou Hong, Yu Kaizhi . Retirement and Urban Household Consumption: Based on Empirical evidence for breakpoint regression design[J]. Economic Research, 2015, 50(01): 124-139.
[6] Huang Xinfei, Chen Shanshan, Li Teng. Price differences, market segmentation and border effects-based on 15 projects in the Yangtze River Delta An Empirical Study of the City[J]. Economic Research, 2014,49(12):18-32.
[7] Zhang Chuanchuan, Chen Binkai. Can “social pension” replace “family pension”?——From China's new rural social pension insurance The evidence[J].Economic Research,2014,49(11):102-115.
[8]Fan Ziying,Tian Binbin.Tax competition, tax enforcement and corporate tax avoidance[J].Economic Research,2013,48(09):99 -111.
Synthesis control method
[1] Su Zhi, Hu Di. Is the inflation targeting system effective?-New evidence from the synthetic control method [J]. Economic Research, 2015, 50(06): 74-88.
Management world
breakpoint regression design
[1] Li Weibing, Zhang Kaixia. The impact of air pollution on enterprise productivity: evidence from Chinese industrial enterprises [J]. Management World, 2019, 35(10): 95-112+119.
[2] Chen Lin, Wan Pan Bing,Xu Yingying.Ownership structure and innovative behaviors of mixed-ownership enterprises: an empirical test based on natural experiment and breakpoint regression[J].Management World,2019,35(10):186-205.
[3]Li Ming, Li Degang. Re-evaluation of China’s Local Government Fiscal Expenditure Multiplier[J].Management World,2018,34(02):49-58.
[4]Ye Jingjing, Wu Yan, Chen Fanghao, Wang Yuqing. Will personal income tax relief increase labor supply?
——Evidence from quasi-natural experiments[J] .Management World,2017(12):20-32+187. [5]Liu Xing, Zhao Jianyu, Ye Kangtao. Corporate tax avoidance, debt financing and debt financing sources-based on income tax collection and management Regression Analysis on Breakpoints of System Reform[J].Management World,2017(10):113-129.
Synthetic Control Method
[1]Wang Xianbin, Nie Haifeng. Administrative division adjustment and economic growth[J]. Management World, 2010(04): 42-53.
Breakpoint Regression Design of Economic Quarterly
[1]Jin Jing, Wang Yucheng, Zheng Xinye. Does central heating need to cross the Huaihe River? ——Estimation based on Chinese household energy consumption data[J]. Economics (Quarterly), 2020, 19(02): 685-708.
[2 ]Yu Xiumei,Wang Min.The impact of the step-by-step electricity price reform on the electricity consumption of Chinese residents——A study based on monthly panel data of fixed electricity meters[J].Economics (Quarterly),2020,19(02):731-756.
[3] Xu Shu,Du Pengcheng,Wu Mingqin.Minimum Wage and the Efficiency of Labor Resource Allocation——Evidence from Breakpoint Regression Design[J].Economics (Quarterly),2020,19(01):143-164.
[4]Qin Xuezheng , Zhuang Chen,Yang Rudai.The impact of family planning on children's education level: micro-evidence from China[J].Economics (Quarterly),2018,17(03):897-922.
[5]Zhang Chuanchuan, John Giles, Zhao Yaohui. Evaluation of the effect of the new rural social endowment insurance policy-income, poverty, consumption, subjective welfare and labor supply[J].Economics (Quarterly),2015,14(01):203-230.
[6]Li Hongbin, Shi Xinzheng, Wu Binzhen. Research on Chinese Residents’ Consumer Behavior Before and After Retirement[J].Economics (Quarterly),2015,14(01):117-134.
[7]Cao Jing, Wang Xin, Zhong Xiaohan. Has the restriction policy improved? Beijing’s air quality? [J]. Economics (Quarterly), 2014, 13(03): 1091-1126.
[8] Mao Jie, Wang Dehua, Bai Chongen. Poverty Alleviation and Local Government Public Expenditure——Based on "August 7th Poverty Alleviation" The empirical study of "Tackling Fortification Plan"[J].Economics (Quarterly),2012,11(04):1365-1388.
[9]Lei Xiaoyan, Tan Li, Zhao Yaohui. Will retirement affect health?[J].Economics (Quarterly), 2010, 9(04): 1539-1558.
Synthesis Control Method
[1] Lu Shengfeng, Wu Yiping, Xie Xiao. The economic value of historical business cards-evidence from the renaming of Chinese cities[J]. Economics (Quarterly), 2018, 17(03): 1055-1078.
Statistical research
breakpoint regression design
[1] Jia Nan. The influence of retirement on the financial asset selection of urban households under the background of aging——Based on fuzzy breakpoint regression design [J]. Statistical Research, 2020, 37(04): 46-58.
[2] Zhang Quanhong , Zhou Qiang. Evaluation of the effects of targeted poverty alleviation policies—income, consumption, life improvement and migrant workers[J].Statistical Research,2019,36(10):17-29.
[3]Li Xinjue, Niu Linlin . Exchange rate forecast and economic fundamentals :Based on the construction of multiple adaptive variable window algorithm[J].Statistical Research,2019,36(09):43-55.
[4]Wei Jinrui,Zhang Ruiling. Aging, elderly household consumption and compensatory consumption behavior[J]. Statistical Research, 2019, 36(10): 87-99.
[5] Shi Qingling, Chen Shiyi, Guo Feng. Interview with the Ministry of Environmental Protection and Environmental Governance: Taking Air Pollution as an Example[J]. Statistical Research, 2017, 34(10 ):88-97.
[6]Xi Penghui, Liang Ruobing. The impact of air pollution on local environmental protection investment——Based on multi-breakpoint regression design[J]. Statistical Research, 2015, 32(09): 76-83.
Synthetic control method
[1] Bai Zhonglin, Sun Yanhua, Gao Zeming. Research on the Real Economy Development Effect of Commercial Housing Purchase Restriction Policies [J]. Statistical Research, 2019, 36(11): 37-48.
[2] Lu Shengfeng, Chen Sixia, Zhang Dongjie. Government-promoted cities Does it promote the development of county economy?[J].Statistical Research,2017,34(05):59-68. Regression Design of Breakpoints in
Financial Research
[1] Zhou Guangsu, Bian Xiaoyu, Wu Qingjun. The experience of going to the mountains and going to the countryside and family risk financial asset investment: evidence based on breakpoint regression [J]. Financial Research, 2020(01): 150-170.
[2] Yan Weibo, Wang Xiaohua, Wen Jun. Has the stratification system improved the liquidity of the New Third Board? ——Empirical evidence from the regression of multi-dimensional breakpoints[J].Financial Research,2019(05):170-189.
[3]Wang Jingyi.Cash Loan fruit is like a flood of beasts?——Evidence from breakpoint regression design[J].Financial Research,2018(11):153-171.
[4]Wang Liyan, Ma Guangrong. Sails move with the wind, people move with money?-- The impact of fiscal transfer payments on population mobility[J]. Financial Research, 2017(10):18-34.
[5] Xiang Houjun , He Kang, Yu Yang. Free Trade Zone Establishment, Trade Development and Capital Flow——Based on Shanghai Research on Free Trade Zone[J]. Financial Research, 2016(10): 48-63.
[6] Kong Danfeng, Zhang Chengxiang. Research on China's Inflation Persistence: 1994～2011——Based on the perspective of the overall CPI and its eight major components Empirical Test[J].Financial Research,2012(10):46-59. The Regression Design of the Breakpoint of
World Economics Collection
[1] Chen Yian, Xu Jiayun. Talent misplacement and innovation: empirical evidence from China [J]. World Economics Collection, 2019(06): 71-87.
[2] Huang Yana, Wang Tianyu. Retirement will affect consumption Is it?——Evidence from China’s Transition Period[J].World Economics Collection,2016(01):87-107.
[3]Zhang Chuanchuan. Pension income and labor supply of the rural elderly population——Based on breakpoint regression Analysis[J].World Economics Collection,2015(06):76-89.
Synthetic Control Method
[1]Yao Dongmin, Xu Yixuan, Zhang Pengyuan. Re-discussion on China's "Mystery of High Savings Rate"-the decision-making mechanism and empirical facts of preventive savings[J]. World Economics Collection, 2019(02): 13-36.
[ 2]Lin Xixi,Zhang Haifeng,Zhang Minghong.The influence of urban economic circle on regional economic growth——based on the center-periphery theory[J].World Economics Collection,2018(04):66-83.
About some cause and effect Inference compilation: ①Summary of 120 classic empirical literatures on various causal identification methods", ②Harvard University's newly revised classic causal inference masterpiece for free download! With data and code, ③Summary of statistical methods of causal inference, 177 documents , ④Summary of measurement methods for policy evaluation, including the latest causal inference methods, ⑤Do you use IV, RDD, DID, PSM more in the education field? Use specific literature, ⑥After reading top journal articles, I compiled an endogeneity treatment booklet, ⑤ Incisive interpretation of instrumental variables, to ensure that you will never forget it for a lifetime, ⑦DID, synthesis control, matching, RDD four methods comparison, applicable scope and characteristics, ⑧ 32 selected Articles about the double difference method DID! ⑨About (fuzzy) 100 selected Articles albums designed by breakpoint regression! ⑩Matching method (matching) operation guide, 16 articles worth collecting, etc., ⑪ MIT's widely circulated policy "processing effect" reader, ⑫DID research trends and application in policy evaluation Literature review, ⑬Four methods of the latest policy effect evaluation, ⑭Basic problems of policy effect evaluation.
Regarding the DID double difference method, scholars can refer to the following articles: 1. DID use classic literature, compulsory license: evidence from the enemy's trade law, 2. continuous DID classic literature, potatoes made the old world civilization, 3. cross section Data DID tells the paradigm of double-differential policy evaluation in cross-section, 4. RDD classic literature, RDD model validity and robustness test, 5. Event research method used in DID classic literature "environmental regulation" thesis data and procedures, 6. Generalized The DID method is very classic JHE literature, 7. DID’s classic literature "compulsory license" paper data and do program, 8. MLM activities on economic development, AER cross-sectional data analysis classic text, 9. Multi-period DID classic Literature big bad banks data and do files, 10. Causal inference IV method classic literature, is it system or human capital that promotes economic development? , 11. The establishment of causality on AER, sensitivity testing, heterogeneity analysis and cross-data use classic articles, 12. The second classic of causal inference, the impact of work interruption on the subsequent productivity of workers? 13. Density economics: natural experiments from the Berlin Wall, the best Econometrica paper, 14. Labor and health economics using DID and DDD as identification strategies on AER, 15. A policy evaluation method using cross-sectional data, can also be issued AER, 16. Multi-period DID model classic literature, big bad banks explain ",", 17. Multi-period DID classic literature big bad banks data and do files, 18. Nonlinear DID, double transformation model CIC, quantile DID,
19. What is Fuzzy DID? How to use data to achieve it? 20. Multi-issue DID big bad banks Chinese translation version and detailed explanation, 21. DID industry/region and time trend interaction items, common trend test, dynamic policy effect test, etc. 22. Cross-sectional data DID operating procedure guide, Teach you step by step, 23. DID research dynamics and literature review applied in policy evaluation, 24. Continuous DID classic literature, potatoes made the civilization of the old world, 25. DID double difference method, some error-prone places, 26 Continuous DID, DDD and proportional DID, unobservable selection bias, 27. Weighted DID, an encyclopedia of IPW-DID empirical procedures, 28. DID and DDD, a concise introduction, double and triple difference models, 29. DID process The map display skills summarized in 30. The parallel trend hypothesis test program of DID and other uses of coefplot, 31. Cross-sectional DID, various fixed effects, placebo test, displacement test, other external shock treatment, 32. Double in practice The assumptions implied by the difference method DID, 33. In the past thirty years, the "high light moment" roadmap of RCT, DID, RDD, LE, ML, DSGE and other methods, 34. The first DID method analysis by the academician of metrology, China closed the city to the new crown The impact of the spread of the virus! and so on.
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In 2.5 years, nearly 1,000 non-weighted measurement articles in the econometric circle,
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