中国宏观经济总量的实时预报与短期预测——基于混频数据预测模型的实证研究

季度GDP的走势与波动不仅会影响政府的财政收支、企业的盈利和财务状况,甚至还会影响家庭和个人的收入与支出,是宏观经济总量预报、预测与分析的重中之重。传统的宏观经济总量预测模型是基于同频数据进行的,高频和超高频数据必需处理为低频数据,这不仅忽略了高频数据信息的变化,还影响了模型预报和预测的及时性,降低了模型的预测精度。本文将混合数据抽样模型(MIDAS)用于中国季度GDP的预报和预测,实证研究表明,出口是造成我国金融危机时期经济增长减速的主要因素,MIDAS模型在中国宏观经济总量的短期预测方面具有精确性的比较优势,在实时预报方面具有显著的可行性和时效性。     

Asymmetric impacts of insurance premiums on the non-oil GDP: some new empirical evidence

ABSTRACT

In this paper, we study the influence of insurance premium on the non-oil gross domestic product in Saudi Arabia. We implement the nonlinear autoregressive distributed lags. The results show that the relationships between insurance premiums and non-oil gross domestic product manifest a nonlinear behaviour. In other words, insurance premiums via positive and negative shocks lead to an increase of growth in the non-oil sector in the long term, whereas the lagged level shocks negatively affect the non-oil GDP in the short run. In addition, the examination of the multiplier effect suggests that positive cumulative changes in insurance premiums and inflation can effect much larger changes in non-oil GDP, while shocks in government spending have a symmetric effect on non-oil GDP growth.     

Analogies and theories: The role of simplicity and the emergence of norms

We consider the dynamics of reasoning by general rules (theories) and by specific cases (analogies). When an agent faces an exogenous process, we show that, under mild conditions, if reality happens to be simple, the agent will converge to adopt a theory and discard analogical thinking. If, however, reality is complex, analogical reasoning is unlikely to disappear. By contrast, when the agent is a player in a large population coordination game, and the process is generated by all playersʼ predictions, convergence to a theory is much more likely. This may explain how a large population of players selects an equilibrium in such a game, and how social norms emerge. Mixed cases, involving noisy endogenous processes are likely to give rise to complex dynamics of reasoning, switching between theories and analogies.     

MitraClip therapy in mitral regurgitation: a Markov model for the cost-effectiveness of a new therapeutic option

Introduction Mitral regurgitation is a heart condition resulting from blood flowing from the left ventricle towards the left atrium, increasing the risk of heart failure and mortality. While surgery can greatly reduce these risks, some patients are not eligible, resulting in medication being their only therapeutic alternative. The MitraClip (Abbot Vascular) is a medical device that is percutaneously implanted and designed to eliminate leaking of the mitral valve.

Methods The efficacy of the MitraClip strategy vs medical management was assessed using a 4-state Markov model based on the mitral regurgitation grade (mitral regurgitation grade 0, I/II, and III/IV, and death). At each 1-month cycle, patients were or were not hospitalized. The model analyzed a fictional population of 1000 patients over a 5-year period from a national Health Insurance perspective. The primary end-point was the number of deaths avoided. Data from the EVEREST II High Risk Study patients were used along with a literature review.

Results At 5 years, among the 1000 patients, 276 deaths were found to be avoidable with the MitraClip strategy. The incremental cost-effectiveness ratio (ICER) was €93,363 per death avoided. The annual ICER was calculated to take into consideration excess costs resulting from the MitraClip over the first year (€29,984 vs €8557 for the reference strategy) and the reduction of costs in following years (€3122 for MitraClip vs €8557 for reference strategy). Thus, the mean ICER was calculated to be €20,720 per death avoided.

Conclusion The MitraClip is a novel alternative therapy for mitral insufficiency in patients ineligible for surgery that may offer a medico-economic advantage.     

The econometrics of the environmental Kuznets curve: an illustration using Australian CO2 emissions

Four econometric issues associated with the estimation and testing of the environmental Kuznets curve (EKC) are considered: (i) model specification with respect to the order of the polynomial, (ii) model specification with respect to the use of linear or log-linear specifications, (iii) integration and cointegration considerations, and (iv) missing variables and time trends. These issues are examined in reference to Australian data on four measures of CO2 emissions and three measures of per capita income. While evidence is provided for an inverted U-shaped EKC, the results cannot be generalized. It is concluded that without the use of sensitivity analysis, the results are typically fragile.     

The role of top management team diversity in shaping the performance of business model innovation: a threshold effect

Business model innovation is one of the firm’s most important strategic decisions. Top management team (TMT), as the critical decision-makers, has essential influence upon such decisions. However, the role of TMT diversity in shaping the performance of business model innovation is less explored in the literature. Based on a sample dataset of 906 observations of small and medium enterprises from China Startups Stock Market during the period of 2009–2011, we find that TMT diversity exhibits a significant threshold effect on the relationship between business model innovation (in terms of novelty-centred and efficiency-centred business model) and firm performance. More specifically, when TMT functional diversity arrives at a certain level, the positive relationship between novelty-centred business model and firm performance becomes more pronounced. On the other hand, the positive relationship between efficiency-centred business model innovation and firm performance will be more significant when TMT tenure diversity increases to a certain level.     

On the role of money in a business cycle model of a small open economy: The case of Spain

This paper examines the consequences of introducing a cash-in-advance constraint into a small open economy business cycle model for the Spanish case. A business cycle model is built extending Correia, Neves and Rebelo's (1995) small open economy framework and Cooley and Hansen's (1995) monetary economy. Money is introduced through a cash-in-advance constraint. The stochastic simulation of the model and its comparison to Spanish data show that the model is able to mimic i) the Dolado et al. puzzle, that is, the high volatility of private consumption for this economy; ii) the Dunlop-Tarshis observation, i.e., the negative correlation between real wages and hours worked; and iii) some cyclical features of the nominal dimension.     

The interaction effect of strategic orientations on new product performance in the high-tech industry: A nonlinear model

Innovation and market orientation are two strategic orientations or business philosophies that can guide a company in its business activities. Although the interaction effect of these two strategic orientations is conceptually recognized as a critical factor for new product's success, empirical results are mixed. This paper examines this issue in terms of innovation orientation, two types of market orientations (responsive and proactive), and new product performance. Based on a sample of 107 high-tech firms, the results of this study show that the interaction between innovation orientation and two types of market orientation yields different patterns of nonlinear responses for new product performance. Specifically, new product performance, when derived from the interaction between innovation orientation and responsive market orientation, is in the form of an inverted U, i.e., the interaction effect is contributory to firm performance until an optimal level is reached, and then the effect becomes detrimental thereafter. However, new product performance derived from innovation orientation and proactive market orientation is in the form of a U, i.e., the interaction effect is detrimental to firm performance until a threshold level is reached and then the effect becomes contributory thereafter. The different patterns of new product performance indicate that the costs and organizational learning effects of these two strategic orientation interactions are dissimilar. The paper concludes with a discussion of theoretical and practical implications of these findings.     

Measuring the total impact of demographic and behavioural factors on the risk of obesity accounting for the depression status: a structural model approach using new BMI

Building upon previous studies that highlight considerable overlap in the influential factors of both obesity and depression, we employ a structural model to investigate the direct and indirect impacts of behavioural and demographic factors on obesity. We use new body mass index (BMI) to calculate the obesity status and find a significant relationship between an individual’s depression status and his/her obesity status. The results and simulations imply that demographic and behavioural factors can significantly influence the obesity status both directly and indirectly through their impact on depression. Therefore, this study suggests that models which do not account for these various pathways of influence are most likely misrepresenting the impact of these factors on obesity.