Aggregate labor market fluctuations under news shocks

The standard RBC model fails to replicate the relationship between aggregate hours worked and average productivity. We propose a DSGE model that incorporates habit formation preferences, capital adjustment costs, and news shocks to solve the puzzle implied in the standard RBC model with only technological shocks. The aggregate labor supply curve is shifted due to the wealth effect caused by the variation of consumption under a news shock. Moreover, capital adjustment costs help amplify the variation of consumption, and thus the movement of the aggregate labor supply curve under the news shock. Also, the aggregate demand curve will be shifted, as it operates in the standard RBC model after the realization of the news shock. As a result of the joint movement of the aggregate labor supply curve and aggregate labor demand curve under the news shock, the model achieves a relationship quite close to the empirically observed relationship.     

Do news shocks increase capital utilization?

Using the workweek of capital as a measure of capital utilization, we empirically test whether news shocks actually increase capital utilization. To this end, by estimating a panel VAR on two-digit manufacturing data identifying news shocks as innovations to stock returns orthogonal to the variations in current-period TFP growth, we find the positive response of capital utilization to news shocks. Moreover, to explain the positive response of capital utilization to news shocks in terms of plant-level investment behavior, we propose a heterogeneous plant model that combines the fixed cost of capital adjustment and an endogenous capital utilization choice. With the presence of fixed costs, except for the plants that have recently adjusted capital stock, news shock shortens the effective time horizon of currently installed capital stock and increases capital utilization. When the model economy is calibrated to match the salient features of the plant-level investment rate distribution, the economy generates a news-driven positive response of capital utilization.     

Economy through a lens: Distortions of policy coverage in UK national newspapers

This paper shows that communication of economic news varies across newspapers in the United Kingdom. We develop new time series of economic news tonality using a unique dataset of policy influenced articles published in major UK newspapers. We show that the volume and tonality of news respond to current economic conditions. For example, the nature of news changes around events of economic uncertainty such as the global financial crisis and the post-EU referendum periods. We also provide illustrative evidence that communication differs across newspaper formats. Tabloids, as opposed to quality newspapers, tend to express news more negatively, and mostly report policy-related news during periods of economic stress. The integral importance of these results is illustrated by news reaction curves showing a strong positive relationship mostly lasting three months between consumer sentiments and news.     

Time-varying relationship of news sentiment,implied volatility and stock returns

I examine the relationship between aggregate news sentiment, S&P 500 index (SPX) returns, and changes in the implied volatility index (VIX). I find a significant negative contemporaneous relationship between changes in VIX and both news sentiment and stock returns. This relationship is asymmetric whereby changes in VIX are larger following negative news and/or stock market declines. Vector autoregression (VAR) analysis of the dynamics and cross-dependencies between variables reveals a strong positive relationship between previous and current period changes in implied volatility and stock returns, while current period and lagged news sentiment has a significant positive (negative) relationship with stock returns (changes in VIX). I develop a simple trading strategy whereby high (low) levels of implied volatility signal attractive opportunities to take short (long) positions in the underlying index, while extremely negative (positive) news sentiment signals opportunities to enter short (long) index positions. The investor fear gauge (VIX) appears to perform better than news sentiment measures in forecasting future returns.     

Is the Fed’s news perception different from the private sector’s?

The recent literature on monetary policy has dedicated considerable attention to modelling agents’ processing of information about the future in real time. This paper contributes to this growing strand by investigating the implied differences in the so-called news shocks estimated from the standard New Keynesian dynamic stochastic general equilibrium (DSGE) model using the real-time data sets from the Survey of Professional Forecasters (SPF) and the Federal Reserve’s Greenbook (GB) forecasts. Alternative specifications with either the SPF or GB forecasts aim to delineate the differences in the private sector’s and the Fed’s expectations of future macroeconomic outcomes and identify the differences in their perception of news shocks. Our results indicate that while the demand news shocks have very similar distributions in the two datasets, the monetary and cost-push news shocks from the models estimated on the GB data tend to be larger than those from the SPF. These findings suggest that the Federal Reserve’s forecasting methods allow for more variation in future outcomes than the SPF’s. These findings mesh well with the extant literature on the superiority of the Fed’s forecasts relative to the private sector’s and provide a structural explanation for the source of this superiority.     

新闻媒体、资讯特征与资本市场信息效率

我国媒体产业呈现双轨制特色,产业中同时存在政策导向媒体与市场导向媒体.两类媒体的功能定位与激励机制迥然不同,使得两者对资本市场的影响存在差异.文章发现,在资本市场上,媒体主要通过负面报道,促进公司特质性信息反映在股价中,而正面报道则无此作用.在区分政策导向媒体和市场导向媒体后,文章进一步发现,媒体对资本市场信息整合的影响主要体现在政策导向媒体上,市场导向媒体则无显著影响.为了考察这种差异产生的原因,文章对两类媒体在资讯报道方面的文本特征(信息挖掘与信息传递)进行了比较,发现政策导向媒体相对于市场导向媒体进行了更深层次的信息挖掘与更精准的信息传递,这是它对资本市场信息整合更具影响力的真正原因.     

新闻自由与名誉权保护价值的探讨

随着科技的高速发展,通讯信息已经越来越普及在人们的生活之中,人们对新闻信息的获取已经不再局限于传统的报章杂志中,新科技的通信使得新闻信息更方便更快捷地传递于人们的生活中。然而,这样快捷便利的新闻传递让新闻自由与名誉权之间的冲突问题愈演愈烈。我国自有新闻事业以来,新闻事业一直对我国经济、政治、文化等各方面起着重要作用。可以说,新闻事业在传播信息服务民众、促进经济快速发展、宣传政府政策、监督各行各业良好运行以及提升国民素质中扮演着不可替代的角色。我国发展新闻事业时间有限,新闻侵权案件屡屡发生。因此,结合现实情况,应通过对新闻自由与民事权利的深入研究讨论新闻自由与名誉权之间的冲突和平衡。另一方面,新闻监督在目前的社会生活中已被称为立法、司法、行政之外的第四种权利。鉴于这种重要性,在舆论监督过程中必然会涉及民事权利的侵权问题。     

Environmental regulation and the productivity of Japanese manufacturing industries

This paper attempts to provide empirical evidence on issues concerning: (a) the effect of the stringency of environmental regulations (as measured by pollution control expenditures) on innovative activity (as measured by R&D expenditures) and on the average age of capital stock and (b) the productivity enhancement effect of environmental regulations in Japanese manufacturing industries. The empirical findings in the paper show that the pollution control expenditures have a positive relationship with the R&D expenditures and have a negative relationship with the average age of capital stock. It is also shown that increases in R&D investment stimulated by the regulatory stringency have a significant positive effect on the growth rate of total factor productivity.     

Signalling or Human Capital: Evidence from the Finnish Polytechnic School Reform

We use data from the Finnish polytechnic reform to distinguish between human capital and signalling theories of the value of education. We find that the reform increased the earnings of polytechnic graduates compared with those graduating from the same schools before the reform, as predicted by both the human capital and the signalling models. However, we also find that the relative earnings of vocational college graduates decrease after polytechnic graduates start entering the labour market. This finding is inconsistent with the pure human capital model and can be interpreted as evidence that supports the signalling model.     

地市级党报融资突破的现实选择

在报业融资过程中,地市报作为一个特殊的群体存在着。特别是在长期的计划经济体制下,地市级党报因历史、经济、体制等种种原因而无法进行融资。目前报业要发展,如果不突破传统的体制束缚,不向报业集团转变,不引入现代企业管理的先进治理结构和理念,那么,地市党报就永远不会发展壮大。所以,报社的发展必须在体制、意识、管理、经营模式、资本市场上进行有效突破。     

Welfare effects of energy subsidy reform in developing countries

We analyze the potential welfare effect of energy subsidy reforms. The income distributions of eleven developing countries from different geographical regions are simulated using the assumption that income is lognormally distributed. We use the concept of the compensating variation to measure how much compensation is required to compensate consumers for a price increase in formerly subsidized goods. The behavior of consumers is modeled by a standard Cobb–Douglas and a quasilinear utility function. In the Cobb–Douglas case, a fixed fraction of income is spent on the subsidized good, which does not change after a price increase. With quasilinear preferences, the optimal amount of the subsidized good does not vary with income, but does change as prices change. We show theoretically and empirically that the required compensating variation can be set below the saved expenditures on subsidies, so a budget neutral reform can have a positive effect on social welfare.     

Corporate tax policy and heterogeneous firm innovation: Evidence from a developing country

This paper adds to the literature by identifying the causality of corporate tax policy on firm innovation in a developing country. We exploit the China’s 2006 corporate income tax base reform to integrate the tax system between foreign-invested and state/collective-controlled firms as a natural experiment. The difference-in-differences strategy documents a positive effect of corporate tax deduction on firm patenting. The effect is particularly significant if a firm is of larger size or locates in eastern provinces. We also examine possible channels behind the findings, including changes in R&D and capital investment, intangible assets, financial constraints, and new product sales.     

Effects of monetary and government spending policy on economic inequality

Using detailed micro-level income and expenditure data, we study the effects of monetary and government spending policy shocks on income and expenditure inequality in the US from 1990 to 2018. We find that expansionary monetary and government spending policy shocks systematically decrease income, disposable income and expenditure inequality. There is evidence of time variation on the effects and monetary policy and transfer payment shocks. Various impulse responses suggest that the impacts of the policy shocks increase during and after the Great Recession. The responses of income and expenditures of households at different percentiles suggest that expansionary monetary and government spending policy have a larger positive impact on households with low income and expenditures relative to those at the top of the distribution. We do not find evidence of the significant impact of Quantitative Easing policies on income inequality, however, expenditure inequality appear to increase due to the policies.     

To what extent do network effects moderate the relationship between social media propagated news and investors’ perceptions?

As a prominent social media tool, Twitter enables prompt dissemination of financial news and information, which can have a substantial impact on investors’ perceptions and decision-making processes. The propagation of financial news and information through Twitter can either positively or negatively affect investors’ perceptions. As per network theory, the impact of information on one's perception and behavior is known as the network effect. Since Twitter is also a network, we tried to contribute more to this theory in this study by considering other factors that can have an impact on the perceptions of investors. We argue that the impact of financial information and news on investors’ perceptions is moderated by other factors such as connectivity, social ties, and network size of the network. To establish the links between them, we considered three key factors in investors’ networks: (1) network connectivity (network structure); (2) social ties circle (friends, family, colleagues); and (3) size of the network (number of contacts). The results of this study indicate that highly connected investors receive more information and hence, the impact of news is derived from the connectivity of investors within the network. The findings of the study also show that the social ties circle plays a crucial role in determining the impact of the news. The findings further indicate that the impact of news on investors’ perceptions also depends on the theme of the news.     

我国资本市场效率的再检验

在股权分置改革的背景下,通过检验上市公司折旧政策选择与盈余反应系数之间的相关关系,从而对我国资本市场的效率做出实证检验。研究结果显示,盈余反应系数和折旧费率之间在股权分置改革之前的样本中并不存在显著的相关关系,表明资本市场存在着功能锁定现象,而在股权分置改革之后的样本中则存在着显著的正相关关系,表明资本市场能够在调整上市公司折旧政策横截面差异的基础上对其会计盈余做出定价。因此,我国的股权分置改革促进了资本市场的完善,从而有助于我们了解我国资本市场的效率变迁。     

Understanding the Effect of Productivity Changes on International Relative Prices: The Role of News Shocks

The US real exchange rate and terms of trade have been found to appreciate when US labour productivity increases relative to the rest of the world. This finding is at odds with predictions from standard international macroeconomic models. In this paper, we find that incorporating news shocks to total factor productivity (TFP) in an otherwise standard open‐economy sticky‐price dynamic stochastic general equilibrium (DSGE) model with variable capital utilization can help the model replicate the above empirical finding. Labour productivity increases in our model after a positive news shock to TFP because of an increase in capital utilization. Under some plausible calibrations, the wealth effect of good news about future productivity can increase domestic demand strongly and induce an increase in home goods prices relative to foreign goods prices.     

Unprivatizing the pension system: the case of Poland

In many countries, the fiscal tension associated with the global financial crisis brings about the discussion about unprivatizing the social security system. This article employs an Overlapping Generations model to assess ex ante the effects of such changes to the pension reform in Poland from 1999 as implemented in 2011 and in 2013. We simulate the behaviour of the economy without the implemented/proposed changes and compare it to a status quo defined by the reform from 1999. We find that the changes implemented in 2011 and in 2013 are detrimental to welfare. The effects on capital and output are small and depend on the selected fiscal closure. Implied effective replacement rates are lower. These findings are robust to time inconsistency. The shortsightedness of the governments imposes welfare costs.     

What do ads buy? Daily coverage of listed companies on the Italian press

We match daily data on newspaper coverage of a sample of Italian listed companies with monthly data on the amount of advertising that a given company has purchased on a given newspaper. Controlling for time-invariant features of each newspaper and of each company – and for ownership links between companies and newspapers – we show that newspaper coverage of a company is positively and significantly related with advertising expenditure by that company on that newspaper. The magnitude of this correlation is quite large: when controlling for ownership links, a standard deviation increase in monthly ads expenditure (i.e. 75,000 euros) is on average associated with 8 additional articles per month mentioning that company. We also find that coverage of a company is higher the day after a press release, but especially in newspapers where more ads are purchased. This result on press releases is robust to controlling for time invariant features of each company–newspaper pair, i.e. for (company × newspaper) fixed effects.Moreover, coverage is correlated with past day absolute return and trading volume, and this relationship appears to be steeper for those newspapers where more ads are purchased, especially in the case of positive returns.     

Observed expectations,news shocks,and the business cycle

This paper exploits information from the term structure of survey expectations to identify news shocks in a DSGE model with rational expectations.We estimate a structural business-cycle model with price and wage stickiness. We allow for both unanticipated and anticipated components (“news”) in each structural disturbance: neutral and investment-specific technology shocks, government spending shocks, risk premium, price and wage markup shocks, and monetary policy shocks.We show that the estimation of a standard DSGE model with realized data obfuscates the identification of news shocks and yields weakly or non-identified parameters pertaining to such shocks. The identification of news shocks greatly improves when we re-estimate the model using data on observed expectations regarding future output, consumption, investment, government spending, inflation, and interest rates - at horizons ranging from one-period to five-periods ahead.The news series thus obtained largely differ from their counterparts that are estimated using only data on realized variables. Moreover, the results suggest that the identified news shocks explain a sizable portion of aggregate fluctuations. News about investment-specific technology and risk premium shocks play the largest role, followed by news about labor supply (wage markup) and monetary policy.     

Public Investment and Economic Growth in Latin America: an Empirical Test

The paper analyzes the impact on economic growth of public investment spending and other relevant variables (such as human capital) for nine major Latin American nations over the 1983–93 period. The results suggest that both public and private investment spending contribute to economic growth. Overall central government consumption expenditures, on the other hand, are found to have a negative effect on private investment and growth. Finally, public expenditures on education and healthcare are found to have a positive and statistically significant effect on private capital formation and long–term economic growth. From a policy standpoint, the results suggest that indiscriminate cuts in public and private investment spending are likely to be counterproductive in the long run, and more importantly, scarce public expenditures should be channeled to the promotion of new human capital (via primary and secondary education) and the maintenance of existing human capital (through healthcare expenditures).