Robust multivariate analysis for mixed-type data: Novel algorithm and its practical application in socio-economic research

We propose a novel method and algorithm for the analysis and clustering of mixed-type data using a hierarchical approach based on Forward Search. In our procedure, the identification of groups is based on the identification of similar trajectories and then linked to very intuitive two-dimensional maps. The proposed algorithm can use different measures for the calculation of distance in the case of mixed-type data, such as Gower’s metric and Related metric scaling. A key feature of our algorithm is its ability to discard redundant information from a given set of variables. The practical usefulness of the algorithm is illustrated through two applications of high relevance for empirical economic research. The first one focuses on comparing different indicators of environmental policy stringency in different countries. The second one applies our procedure to identify clusters of countries based on information regarding their institutional characteristics.     

A Multilevel investigation into the effect of cultural distance on bilateral trade: The roles of product type and uncertainty avoidance

Previous research shows mixed findings about how cultural distance may affect bilateral trade. To reconcile the mixed findings, we examine how key moderators at both the country-pair level (product type) and the country level (uncertainty avoidance) affect the magnitude of the effect of cultural distance on bilateral trade. Using trade data on electronic products from 90 nations during 2008–2 014, we show that cultural distance in general has a negative impact on bilateral trade. However, the effect is more pronounced when the trade is on experience (versus search) products, or if the importing country is low (versus high) in uncertainty avoidance. Apart from its moderating effect, experience (versus search) product also has a negative main effect on bilateral trade, but its impact is stronger for countries low (versus high) in uncertainty avoidance.     

退出型市场背景下企业怀旧营销策略研究

怀旧营销是企业根据消费者的怀旧心理采取的一种针对性的促销策略。在企业经营过程中，企业出于某种战略视野，主动会有组织有计划地撤出某些产品、行业和市场。本文通过退出型市场概念及特征的分析，提出了退出型市场背景下企业开展怀旧营销的相关策略建议。     

Bank ownership type and temporal evolution of long‐term bank funding in the period 2005–2017

This study uses a large panel dataset of Western European banks to examine the determinants of bank funding stability. Banks are divided into three categories by bank ownership type; the ownership types in this study are commercial banks, cooperative banks and savings banks. Three sources of stable bank funding are investigated: customer deposits, equity, and long‐term liabilities. Furthermore, the sum of these funding components is used as a proxy variable for a bank's total available stable funding (ASF). A special focus is on the temporal evolution of these funding types. The regression results show that commercial banks’ funding became much more stable in the period 2005–2017. However, that funding remains, on average, less stable than does cooperative and savings banks’ funding. In addition, funding stability has remained at the pre‐crisis level in cooperative and savings banks, despite a steep dip in cooperative banks’ ASF during the sovereign debt crisis. Furthermore, banks substantially decreased financing from long‐term liabilities after the financial crisis, replacing it with customer deposits and equity.     

Does an economic incentive affect provider behavior? Evidence from a field experiment on different payment mechanisms

Aims: This study analyzed discrepancies in the quantity of medical services supplied by physicians under different payment systems for patients with different health statuses and illnesses by means of a field experiment.

Methods: Based on the laboratory experiment of Heike Hennig-Schmidt, we designed a field experiment to examine fee-for-service (FFS), capitation (CAP), and diagnosis-related group (DRG) payment systems. Medical students were replaced with 220 physicians as experimental subjects, which more closely reflected the clinical choices made by physicians in the real world. Under the three payment mechanisms, the quantity of medical services provided by physicians when they treated patients with different health statuses and illnesses were collected. Finally, relevant statistics were computed and analyzed.

Results: It was found that payment systems (sig. = 0.000) and patient health status (sig. = 0.000) had a stronger effect on physicians’ choices regarding quantity of medical services than illness types (sig. = 0.793). Additionally, under the FFS and CAP payment systems, physicians overserved patients in good and intermediate health while underserving patients in bad health. Under the DRG payment system, physicians overserved patients in good health and underserved patients in intermediate and bad health. Correspondingly, under FFS and CAP, the proportional loss of benefits was the highest for patients in bad health and the lowest for patients in good and intermediate health; while under DRGs, patients in good and intermediate health had the largest and smallest loss of benefits, respectively.

Limitations: In order to increase external effects of experiment results, we used the field experiment to replace laboratory experiment. However, the external effects still existed because of the blurring and abstraction of the parameters.

Conclusions: Medical treatment cost and price affected the quantity of medical services provided by physicians. Therefore, we proposed that a mix of payment systems could address the common interests of physicians and patients, as well as influence incentives from payment systems.     

The effects of possession- and social inclusion-defined materialism on consumer behavior toward economical versus luxury product categories,goods versus services product types,and individual versus group marketplace scenarios

The paper builds on and extends the current understanding of materialism by investigating the effects of two forms of materialism (i.e., possession- and social inclusion-defined) on consumer behavior (i.e., purchase and patronage) toward products of different categories (i.e., economical versus luxury) and types (i.e., goods versus services) in different marketplace scenarios (i.e., individual versus group). Using data partitioning on a random sample of 323 consumers to generate usable cases for three interrelated studies, the paper reports that the effects of possession- and social inclusion-defined materialism are consistently accentuated in the purchase of luxury goods rather than economical goods, whereby consumers with high levels of possession- and social inclusion-defined materialism are more likely to purchase luxury goods than consumers with low levels of possession- and social inclusion-defined materialism. However, the paper finds that possession- and social inclusion-defined materialism have no significant effects on the individual and group patronage of economical and luxury services. The paper concludes with the implications of these findings for theory, practice, and future research.     

Deal characteristics and M&A performance: How do hospitality firms fare?

The global hospitality industry has experienced significant consolidation in the past several decades. While evidence in the general business literature suggests that the target firm shareholders gain instead of the acquiring firm shareholders, some studies in the hospitality industry have suggested that mergers and acquisitions (M&As) are also beneficial to acquiring firms. Using a comparative study design and a comprehensive sample over 41 years, we empirically examine whether M&As create more value in the hospitality industry than in other industries and whether certain deal characteristics may explain the potential performance differential. Overall, we find that M&As in the hospitality industry outperform M&As in non-hospitality sectors. When examining deal attributes, we find that relative size of target, cash method of payment, and an unlisted target are characteristics positively related to merger performance and help explain some of the performance differential. We contribute theoretically and empirically to the literature by demonstrating that industry and deal effects play an important role in M&A performance.     

Corporate association strategies and consumer responses: The relative effectiveness of CA versus CSR communication strategy by industry type

Given the importance of communication in the realm of corporate associations, this study analyzes the roles that communication strategies play in the formation of corporate associations. The study examines (1) whether particular types of associations (corporate ability or corporate social responsibility associations) can be developed through CA- or CSR-based communication strategies, and (2) the relative effectiveness of these two association types at amplifying favorable consumer responses across three different industries (consumable goods, durable goods, and stigmatized goods). An experiment was conducted to test the proposed model with six Fortune 500 companies. The results demonstrate that communication strategies can effectively facilitate a particular type of association. Differing levels of association effectiveness were found within each industry. For the consumable goods industry, CA associations are found to be more effective than CSR associations. For the durable goods industry, CSR associations are more influential at enhancing consumer attitudes and purchase intent than CA associations, while CA associations have a larger impact on supportive communication intent. In the case of the stigmatized industry, CSR associations play a determinant role in fostering positive consumer responses. This study provides managers and communication specialists with more concrete guidance for choosing a particular corporate positioning and communication strategy.     

我国资源型企业国际化风险辨识与防范研究

在对企业国际化路径、发展阶段和风险管理等理论分析的基础上,提出了资源型企业国际化发展风险辨识的理论框架,结合我国资源型企业国际化发展的业务展开对风险的全面性分析,从而建立了我国资源型企业国际化发展的风险体系。针对国际化发展过程中的8类具体风险,包括政治、政策、经济、文化、管理、资金、技术、市场等方面,提出了应对不同风险国际化发展过程中的各种风险的防范措施,以期为资源型企业国际化发展风险管理提供思路与经验借鉴。     

等概率条件下的转弯型堆垛机作业效率的计算研究

转弯型堆垛机是自动化立体仓库中实现货物自动存取的关键设备,文中对转弯型堆垛机效率问题进行研究。在假定等概率拣取货物的条件下,分别推求转弯型堆垛机的平均单一作业和复合作业循环周期和作业效率的计算公式,并利用华南理工大学仓储综合实验室的基本数据进行了作业效率的实证计算,从而为自动化立体仓库系统的建设设计和有效管理提供依据。