财政货币政策对不同周期成分的经济效应差异研究——频域分解和反事实分析视角The Differences Effects of Fiscal and Monetary Policies on Different Cycle Components——Based on Frequency Domain Heterogeneity Analysis
林建浩,邱韵,陈良源
摘要(Abstract):
财政政策和货币政策作为主要的宏观调控手段,需要针对宏观经济的不同周期成分进行精准施策。与发达经济体以经济周期波动(business cycle fluctuation)为主不同,中国的宏观经济是相对低频的中长周期波动(medium-term and long-term cycle fluctuation)占主导。本文基于历史数据进行反事实分析和频谱方差分解,考察财政和货币政策对宏观经济不同周期成分的异质性影响。研究发现:对于产出而言,财政政策冲击和货币政策冲击均对经济周期成分变动具有一定的贡献度,除此之外,货币政策冲击对更为低频的中长周期成分和长期趋势成分变动具有较高贡献度;对于通胀而言,货币政策冲击对不同周期成分均具有高贡献度,而财政政策冲击的贡献度相对较弱。本文研究结论表明科学识别宏观经济波动不同周期成分的重要性,以及讨论财政和货币政策的协调配合必须考虑不同周期成分的差异。
关键词(KeyWords): 宏观经济波动;周期分解;中长周期;财政政策;货币政策
基金项目(Foundation): 国家社会科学基金重点项目“‘三重压力’下‘双支柱’调控的政策效应评估与优化研究”(22AZD121)的资助
作者(Author): 林建浩,邱韵,陈良源
参考文献(References):
- 卞志村,杨源源.2016.结构性财政调控与新常态下财政工具选择[J].经济研究,51(3):66-80.Bian Z C,Yang Y Y.2016.Structural fiscal policy regulation and fiscal tools choice in the new normal[J].Economic Research Journal,51(3):66-80.(in Chinese)
- 陈创练,林玉婷.2019.财政政策反应函数与宏观调控政策取向研究[J].世界经济,42(2):47-71.Chen C L,Lin Y T.2019.A research on fiscal policy response function and macrocontrol policy orientation[J].The Journal of World Economy,42(2):47-71.(in Chinese)
- 陈创练,郑挺国,姚树洁.2019.时变乘数效应与改革开放以来中国财政政策效果测定[J].经济研究,54(12):38-53.Chen C L,Zheng T G,Yao S J.2019.Time-varying parameters multiplier and measuring the effects of fiscal policy on economic growth[J].Economic Research Journal,54(12):38-53.(in Chinese)
- 陈浪南,田磊.2015.基于政策工具视角的我国货币政策冲击效应研究[J].经济学(季刊),14(1):285-304.Chen L N,Tian L.2015.Effects of China's monetary policy shocks:A perspective of instruments[J].China Economic Quarterly,14(1):285-304.(in Chinese)
- 陈磊,孟勇刚,王艺枞.2018.双重视角下的中国经济周期混频测度[J].统计研究,35(9):29-39.Chen L,Meng Y G,Wang Y C.2018.Measurement of China's business cycle with mixed-frequency data based on dual perspectives[J].Statistical Research,35(9):29-39.(in Chinese)
- 陈漓高,齐俊妍.2004.技术进步与经济波动:以美国为例的分析[J].世界经济,(4):35-43,80.Chen L G,Qi J Y.2004.Technical progress and economic fluctuation:The case of the U.S[J].World Economy,(4):35-43,80.(in Chinese)
- 陈小亮,刘玲君,陈彦斌.2022.创新和完善宏观调控的整体逻辑:宏观政策“三策合一”的视角[J].改革,(3):10-23.Chen X L,Liu L J,Chen Y B.2022.The overall logic of innovation and improvement of macro regulation:The perspective of“Synthesization of Three Macro Policies”[J].Reform,(3):10-23.(in Chinese)
- 陈彦斌,陈伟泽.2021.潜在增速缺口与宏观政策目标重构---兼以中国实践评西方主流宏观理论的缺陷[J].经济研究,56(3):14-31.Chen Y B,Chen W Z.2021.Potential growth gap and the reconstruction of macroeconomic policy objectives[J].Economic Research Journal,56(3):14-31.(in Chinese)
- 陈彦斌.2021-10-19(7).跨周期调节新发展阶段的一项创新举措[N].经济参考报.Chen Y B.2021-10-19(7).Cross-cycle regulation:An innovative measure in the new development stage[N].Economic Information Daily.(in Chinese)
- 陈彦斌,刘哲希,陈小亮.2022.稳增长与防风险权衡下的宏观政策---宏观政策评价报告2022[J].经济学动态,(1):40-57.Chen Y B,Liu Z X,Chen X L.2022.Macro policies under the balance between stable growth and risk prevention-Macro policy evaluation report 2022[J].Economic Perspectives,(1):40-57.(in Chinese)
- 杜群阳,周方兴,战明华.2022.信息不对称、资源配置效率与经济周期波动[J].中国工业经济,(4):61-79.Du Q Y,Zhou F X,Zhan M H.2022.Information asymmetry,resource allocation efficiency and business cycle fluctuation[J].China Industrial Economics,(4):61-79.(in Chinese)
- 郭长林,顾艳伟,梁骁.2022.宽松货币政策是否真的会推高宏观杠杆率[J].世界经济,45(11):3-26.Guo C L,Gu Y W,Liang X.2022.Could expansionary monetary policy really push macro leverage up?[J].The Journal of World Economy,45(11):3-26.(in Chinese)
- 黄宪,王旭东.2015.我国央行货币政策实施力度和节奏的规律及效果研究---基于历史演进和时变分析的视角[J].金融研究,(11):15-32.Huang X,Wang X D.2015.Research on monetary policy implementation rules and effects of China's central bank:Based on dynamic analysis of time-varying perspective[J].Journal of Financial Research,(11):15-32.(in Chinese)
- 黄赜琳,朱保华.2015.中国的实际经济周期与税收政策效应[J].经济研究,50(3):4-17,114.Huang Z L,Zhu B H.2015.Real business cycles and taxation policy effects in China[J].Economic Research Journal,50(3):4-17,114.(in Chinese)
- 贾俊雪,郭庆旺.2012.财政支出类型、财政政策作用机理与最优财政货币政策规则[J].世界经济,35(11):3-30.Jia J X,Guo Q W.2012.Types of fiscal expenditure,mechanisms of fiscal policy and optimal fiscal and monetary policy rules[J].The Journal of World Economy,35(11):3-30.(in Chinese)
- 李戎,刘力菲.2021.制度优势、货币政策协调与财政拉动效应[J].中国工业经济,(10):20-38.Li R,Liu L F.2021.Institutional advantage,monetary policy accommodation and the crowding-in effect of fiscal policy[J].China Industrial Economics,(10):20-38.(in Chinese)
- 林建浩,王美今.2013.中国宏观经济波动的“大稳健”---时点识别与原因分析[J].经济学(季刊),12(2):577-604.Lin J H,Wang M J.2013.The great moderation of China's macroeconomic fluctuations:An investigation of timing and potential explanations[J].China Economic Quarterly,12(2):577-604.(in Chinese)
- 林建浩,赵文庆,李仲达.2017.央行沟通与实际干预的频域政策效果研究[J].管理科学学报,20(8):27-38.Lin J H,Zhao W Q,Li Z D.2017.Monetary policy effects of central bank communication and actual intervention in frequency domains[J].Journal of Management Sciences in China,12(2):577-604.(in Chinese)
- 刘金全,张颖.2009.中国“自然增长率”与经济长波主体的内在关联性研究[J].财贸研究,20(2):10-15.Liu J Q,Zhang Y.2009.The inherent relationships between the natural rates of growth and the main period of long growth waves[J].Finance and Trade Research,20(2):10-15.(in Chinese)
- 刘金全,解瑶姝.2016.“新常态”时期货币政策时变反应特征与调控模式选择[J].金融研究,(9):1-17.Liu J Q,Xie Y S.2016.The characteristics of monetary policy changes and the choice of control modes in the period of“New Normal”[J].Journal of Financial Research,(9):1-17.(in Chinese)
- 刘金全,郭惠萍.2022.宏观调控跨周期设计的机理、特征与实施方式[J].广东社会科学,(5):5-13,286.Liu J Q,Guo H P.2022.Mechanism,characteristics and implementation of macroregulatory cross-cycle design[J].Guangdong Social Sciences,(5):5-13,286.(in Chinese)
- 刘金全,周欣.2022.新发展阶段下的中国经济周期波动---波动率缓和、经济增长收敛与经济长波态势[J].吉林大学社会科学学报,62(3):88-100,236.Liu J Q,Zhou X.2022.China's business cycle in the new development stage:The“Great Moderation”,the“Great Fluctuation”and the economic long wave[J].Jilin University Journal Social Sciences Edition,62(3):88-100,236.(in Chinese)
- 刘树成,张晓晶,张平.2005.实现经济周期波动在适度高位的平滑化[J].经济研究,40(11):10-21,45.Liu S C,Zhang X J,Zhang P.2005.Smoothing the business cycles at a moderately high altitude[J].Economic Research Journal,40(11):10-21,45.(in Chinese)
- 刘伟.2016.经济新常态与供给侧结构性改革[J].管理世界,(7):1-9.Liu W.2016.The new normal of economy and supply-side structural reform[J].Journal of Management Management World,(7):1-9.(in Chinese)
- 刘元春.2022.2022年中国经济形势分析与预测[J].经济研究参考,(2):5-12,29.Liu Y C.2022.Analysis and forecast of China's economic situation in 2022[J].Economic Research Guide,(2):5-12,29.(in Chinese)
- 骆桢.2021.技术创新、复杂劳动代谢与经济增长的潮涌---经济长波的劳动价值论模型[J].经济研究参考,(4):20-33.Luo Z.2021.Technological innovation,metabolism of complex labor and the tide of economic growth:The long wave model based on the value theory of labor[J].Review of Economic Research,(4):20-33.(in Chinese)
- 饶晓辉,刘方.2014.政府生产性支出与中国的实际经济波动[J].经济研究,49(11):17-30.Rao X H,Liu F.2014.Government productive spending and economic fluctuations in China[J].Economic Research Journal,49(11):17-30.(in Chinese)
- 田磊,林建浩,张少华.2017.政策不确定性是中国经济波动的主要因素吗---基于混合识别法的创新实证研究[J].财贸经济,38(1):5-20.Tian L,Lin J H,Zhang S H.2017.Is economic policy uncertainty an important fluctuation factor-Based on a new mixed identification method[J].Finance&Trade Economics,38(1):5-20.(in Chinese)
- 田磊,杨子晖.2019.“双赤字”还是“双重分叉”?---开放经济环境下中国积极财政政策冲击效应研究[J].经济学(季刊),18(3):877-896.Tian L,Yang Z H.2019.“Twin Deficit”or“Twin Divergence”?-A research on the effectiveness of China's active fiscal policies in an open economy[J].China Economic Quarterly,18(3):877-896.(in Chinese)
- 王彬.2010.财政政策、货币政策调控与宏观经济稳定---基于新凯恩斯主义垄断竞争模型的分析[J].数量经济技术经济研究,27(11):3-18,36.Wang B.2010.Fiscal&monetary policy adjustment and macro-economic stability[J].The Journal of Quantitative&Technical Economics,27(11):3-18,36.(in Chinese)
- 伍戈,连飞.2016.中国货币政策转型研究:基于数量与价格混合规则的探索[J].世界经济,39(3):3-25.Wu G,Lian F.2016.Research on China's monetary policy transformation:An exploration based on a mixed rule of quantity and price[J].The Journal of World Economy,39(3):3-25.(in Chinese)
- 吴吉林,张二华.2015.我国货币政策操作中的数量规则无效吗?[J].经济学(季刊),14(3):827-852.Wu J L,Zhang E H.2015.Is China's monetary quantitative rule invalid?[J].China Economic Quarterly,14(3):827-852.(in Chinese)
- 徐曼,邓创.2020.中国金融周期的叠加机理及其与经济周期的交互影响[J].国际金融研究,(5):24-33.Xu M,Deng C.2020.The superposition mechanism of financial cycle and its interaction with business cycle in China[J].Studies of International Finance,(5):24-33.(in Chinese)
- 鄢萍,吴化斌,徐臻阳.2021.金融抑制、国企改革与财政货币政策协调[J].经济学(季刊),21(6):1903-1924.Yan P,Wu H B,Xu Z Y.2021.Financial repression,SOE reform and fiscalmonetary policy coordination[J].China Economic Quarterly,21(6):1903-1924.(in Chinese)
- 易纲.2021.建设现代中央银行制度[J].时代金融,(1):4-5.Yi G.2021.Building a modern central banking system[J].Times Finance,(1):4-5.(in Chinese)
- 张晓晶.2021.宏观杠杆率与跨周期调节[J].中国金融,(5):58-60.Zhang X J.2021.Macro leverage ratio and cross-cycle adjustment[J].China Finance,(5):58-60.(in Chinese)
- 中国宏观经济形势分析与展望课题组,汤铎铎,刘磊,等.2022.外部冲击频发期的宏观经济政策空间[J].经济学动态,(5):3-14.China Macroeconomic Analysis and Forecast Task Force,Tang D D,Liu L,et al.2022.Macroeconomic policy space during periods of frequent external shocks[J].Economic Perspectives,(5):3-14.(in Chinese)
- 祝梓翔,邓翔.2017.时变视角下中国经济波动的再审视[J].世界经济,40(7):3-27.Zhu Z X,Deng X.2017.A revisit of China's economic fluctuations from the perspective of time-varying analysis[J].The Journal of World Economy,40(7):3-27.(in Chinese)
- 祝梓翔,郭丽娟.2017.货币政策导致经济更稳定吗---基于MS-DSGE模型的分析[J].经济学动态,(11):16-31.Zhu Z X,Guo L J.2017.Does monetary policy lead to greater economic stability?An analysis based on the MS-DSGE model[J].Economic Perspectives,(11):16-31.(in Chinese)
- 祝梓翔,高然,邓翔.2020.内生不确定性、货币政策与中国经济波动[J].中国工业经济,(2):25-43,1-15.Zhu Z X,Gao R,Deng X.2020.Endogenous uncertainty,monetary policy and China's economic fluctuation[J].China Industrial Economics,(2):25-43,1-15.(in Chinese)
- 庄芳,庄佳强,朱迎.2014.我国财政政策和货币政策协调配合的定量效应---基于协整向量自回归的分析[J].金融研究,(12):71-85.Zhuang F,Zhuang J Q,Zhu Y.2014.The quantitative effect of coordination of fiscal policy and monetary policy on chinese macroeconomics:The analysis based on cointegration vector autoregression[J].Journal of Financial Research,(12):71-85.(in Chinese)
- Abeysinghe T,Rajaguru R.2004.Quarterly real GDP estimates for China and ASEAN4with a forecast evaluation[J].Journal of Forecasting,23:431-447.
- Aguiar-Conraria L,Martins M M F,Soares M J.2018.Estimating the Taylor rule in the time-frequency domain[J].Journal of Macroeconomics,57:122-137.
- Altig D,Christiano L,Eichenbaum,M,et al.2005.Technical appendix to“firmspecific capital,nominal rigidities and the business cycle.”Manuscript,Northwestern University.
- Ahmed S,Levin A,Wilson B A.2004.Recent U.S.macroeconomic stability:Good policies,good practices,or good luck?[J].The Review of Economics and Statistics,86(3):824-832.
- Antolín-Díaz J,Rubio-Ramírez J F.2018.Narrative sign restrictions for SVARs[J].American Economic Review,108(10):2802-2829.
- Baruník J,Kˇrehlík T.2018.Measuring the frequency dynamics of financial connectedness and systemic risk[J].Journal of Financial Econometrics,16(2):271-296.
- Baumeister C,Hamilton J D.2018.Inference in structural vector autoregressions when the identifying assumptions are not fully believed:Re-evaluating the role of monetary policy in economic fluctuations[J].Journal of Monetary Economics,100:48-65.
- Blanchard O,Perotti R.2002.An empirical characterization of the dynamic effects of changes in government spending and taxes on output[J].The Quarterly Journal of Economics,117(4):1329-1368.
- Breitenlechner M,Geiger M,Sindermann F.2018.Zero SignVAR:A zero and sign restriction algorithm implemented in MATLAB[Z].Innsbruck:University of Innsbruck.
- Brock W A,Durlauf S N,Rondina G.2013.Design limits and dynamic policy analysis[J].Journal of Economic Dynamics and Control,37(12):2710-2728.
- Chang C,Chen K J,Waggoner D F,et al.2016.Trends and cycles in China's macroeconomy[J].NBER Macroeconomics Annual,30(1):1-84.
- Chang C,Liu Z,Spiegel M M,et al.2019.Reserve requirements and optimal Chinese stabilization policy[J].Journal of Monetary Economics,103:33-51.
- Chen K J,Ren J,Zha T.2018.The nexus of monetary policy and shadow banking in China[J].American Economic Review,108(12):3891-3936.
- Coibion O.2012.Are the effects of monetary policy shocks big or small?[J].American Economic Journal:Macroeconomics,4(2):1-32.
- Comin D,Gertler M.2006.Medium-term business cycles[J].The American Economic Review,96(3):523-551.
- Comin D,Loayza N,Pasha F,et al.2014.Medium term business cycles in developing countries[J].American Economic Journal:Macroeconomics,6(4):209-245.
- Correa-López M,de Blas B.2021.Faraway,so close!International transmission in the medium-term cycle of advanced economies[J].Journal of International Economics,132:103498.
- Crowley P M.2007.A guide to wavelets for economists[J].Journal of Economic Surveys,21(2):207-267.
- Crowley P M,Hallett A H.2014.The great moderation under the microscope:Decomposition of macroeconomic cycles in US and UK aggregate demand[M]//Gallegati M,Semmler W.Wavelet Applications in Economics and Finance.Cham:Springer,47-71.
- Davig T,Leeper E M.2011.Monetary-fiscal policy interactions and fiscal stimulus[J].European Economic Review,55(2):211-227.
- Eichengreen B.2008.The European economy since 1945[M].Princeton:Princeton University Press.
- Faccini R,Melosi L.2022.Pigouvian cycles[J].American Economic Journal:Macroeconomics,14(2):281-318.
- Felipe J,Lanzafame M.2020.The PRC's long-run growth through the lens of the exportled growth model[J].Journal of Comparative Economics,48(1):163-181.
- Gallegati M,Gallegati M.2007.Wavelet variance analysis of output in G-7 countries[J].Studies in Nonlinear Dynamics&Econometrics,11(3):1-25.
- Groth C,Madsen J B.2016.Medium-term fluctuations and the“Great Ratios”of economic growth[J].Journal of Macroeconomics,49:149-176.
- Hall R.2005.Employment fluctuations with equilibrium wage stickiness[J].The American Economic Review,95(1):50-65.
- Han Y,Liu Z H,Ma J.2020.Growth cycles and business cycles of the Chinese economy through the lens of the unobserved components model[J].China Economic Review,63:101317.
- King R G,Watson M W.1996.Money,prices,interest rates and the business cycle[J].The Review of Economics and Statistics,78(1):35-53.
- Klug T,Mayer E,Schuler T.2022.The corporate saving glut and the current account in Germany[J].Journal of International Money and Finance,121:102515.
- Laurenceson J,Rodgers D.2010.China's macroeconomic volatility-How important is the business cycle?[J].China Economic Review,21(2):324-333.
- Lenza M,Primiceri G E.2022.How to estimate a vector autoregression after March 2020[J].Journal of Applied Econometrics,37(4):688-699.
- Levy D,Dezhbakhsh H.2003.International evidence on output fluctuation and shock persistence[J].Journal of Monetary Economics,50(7):1499-1530.
- Lovcha Y,Perez-Laborda A.2021.Identifying technology shocks at the business cycle via spectral variance decompositions[J].Macroeconomic Dynamics,25(8):1966-1992.
- Onatski A.,Williams N.2003.Modeling model uncertainty[J].Journal of the European Economic Association,1(5):1087-1122.
- Rossi B,Zubairy S.2011.What is the importance of monetary and fiscal shocks in explaining U.S.macroeconomic fluctuations?[J].Journal of Money,Credit and Banking,43(6):1247-1270.
- Strohsal T,Proa?o C R,Wolters J.2019.Characterizing the financial cycle:Evidence from a frequency domain analysis[J].Journal of Banking&Finance,106:568-591.
- Temin P.2002.The Golden Age of European growth reconsidered[J].European Review of Economic History,6(1):3-22.
- Yogo M.2008.Measuring business cycles:A wavelet analysis of economic time series[J].Economics Letters,100(2):208-212.
- (1)需要明确的是,本文讨论的经济波动实际上指的是产出的一阶矩变化(fluctuation),而非产出的二阶矩波动(volatility)。
- (2)陈彦斌等(2022)、刘元春(2022)均提及2021年和2020年“两年平均增速”的概念。
- (3)对于小波分解层数的选择,Crowley(2007)说明了样本期长度N与可以使用的最大小波分解层数J之间的关系为N≥2J,即对于本文176个季度的样本期可以使用7层及7层以下的小波分解方法。
- (4)感谢匿名审稿专家提出的方法建议及参考文献。
- (5)其中,样本前期的拟合值和实际值之间的差异主要是由于在反事实分析的过程中所设定的初始值为0所造成的。
- (6)振幅的计算方法为|(波动最高点对应数值-波动最低点对应数值)/波动最低点对应数值|×100%。
- (7)中国政府网:http://www.gov.cn/xinwen/2018-07/26/content_5309516.htm。
- (8)2018年各季度货币政策执行报告。