Technological and Organizational Tools for Knowledge Management: In Search of Configurations

Knowledge Management (KM) is becoming a growing concern in management research and practice because of its role in determining firm innovation capability and in enhancing working life quality of knowledge workers. This requires, even for Small and Medium Enterprises (SMEs) the creation of a sustainable work organization in terms of configuration of organizational and Information and Communication Technology (ICT) tools. With a particular emphasis in the area of Product Innovation (PI) and on the basis of a survey on 127 Italian SMEs, this paper aims at analysing the emergent technological and organizational approaches to managing knowledge in the PI process. Three different KM Configurations emerge: the `technical', the `relational' and the `advanced' approach.     

Carry Trade Returns with Support Vector Machines

This paper proposes a novel approach to directional forecasts for carry trade strategies based on support vector machines (SVMs), a learning algorithm that delivers extremely promising results. Building on recent findings in the literature on carry trade, we condition the SVM on indicators of uncertainty and risk. We show that this provides a dramatic performance improvement in strategy, particularly during periods of financial distress such as the recent financial crises. Disentangling the measures of risk, we show that conditioning the SVM on measures of liquidity risk rather than on market volatility yields the best performance.     

Does bank capital affect lending behavior?

This paper investigates the existence of cross-sectional differences in the response of lending to monetary policy and GDP shocks owing to differences in bank capitalization. It adds to the literature by using the excess capital-to-asset ratio, which can better control the riskiness of banks' portfolios, and by disentangling the effects of the “bank lending channel” from those of the “bank capital channel.” The results, based on a sample of Italian banks, indicate that bank capital matters in the propagation of different types of shocks to lending, owing to the existence of regulatory capital constraints and imperfections in the market for bank fund-raising.     

An adjusted binomial model for pricing Asian options

We propose a model for pricing both European and American Asian options based on the arithmetic average of the underlying asset prices. Our approach relies on a binomial tree describing the underlying asset evolution. At each node of the tree we associate a set of representative averages chosen among all the effective averages realized at that node. Then, we use backward recursion and linear interpolation to compute the option price.     

Determinants of self-employment survival in Europe

This paper investigates the determinants of self-employment survival in Europe in two stages. The first one focuses on the effect of variables at the individual level, while the second raises questions regarding specific regional factors through the introduction of macro variables. In conducting this analysis, discrete choice models, including both single and competing risks frameworks, are applied to data drawn from the European Community Household Panel from 1994 to 2001. Different destination states are considered: paid employment, unemployment and inactivity. This allows us to search for the underlying determinants of these different hazards. The results suggest a positive impact on survival of formal education and previous experience within the labour market. In addition, we find that entering self-employment from unemployment has a strong negative effect on survival within self-employment. However, our results also show that the expenditure on start-up subsidies decreases the risk of exiting self-employment specifically for the group of individuals entering self-employment from unemployment. Therefore, the availability of these incentives might be seen by policymakers as not only a route to increase entry into self-employment, but also as an adequate instrument for equalising survival chances across individuals entering self-employment from unemployment and those entering with a different starting status.     

Productivity growth,Smith effects and Ricardo effects in Euro Area's manufacturing industries

We analyse the determinants of labour productivity across (a sample of) EA member states. We focus on the divergent dynamics before and after the financial crisis, and of core countries relative to peripheral countries. We ground our empirical analysis in Paolo Sylos-Labini's productivity equations. We test different models, including a Panel 2S-LS model and a Panel vector autoregression model. Our preliminary findings confirm and strengthen Sylos-Labini's main insights. Labour productivity in manufacturing industries is strongly and positively correlated with the market size (Smith effect), the relative cost of labour (Ricardo effect), the absolute cost of labour (organization effect) and past investment, whereas it is negatively correlated with current investment. Furthermore, we find evidence that the crisis has affected the size of these effects. Focusing on the core periphery dichotomy, the signs of the effects are the same for both groups of countries, although the Smith, Ricardo and long-run investment effects are usually stronger for core countries compared to peripheral countries. The opposite holds for the organization effect, while investment effects are less clear.     

How should information technology be covered in the accounting program?

Professional accounting associations, business schools, and accounting professors are increasingly faced with an important question: Which information technology (IT) competencies should be developed in accounting programs to train skilled professional accountants? Key references in accounting education show that advanced‐level training in IT is very important for accountants’ careers. Through content analysis, I investigate how Canadian CPAs are trained in IT. Results indicate that, postmerger, IT has lost ground in the CPA program. This could be mainly due to: (a) a larger coverage in finance, strategy, and governance topics; (b) challenges to promote and teach IT in terms of course development; and (c) a lack of recognition of and incentives for academic work on IT. Compared to some key players in accounting education, it appears that Canada has taken a different route with regard to the required IT competencies. Copyright © 2016 ASAC. Published by John Wiley & Sons, Ltd.     

The Comprehensive Assessment: What lessons can be learned?

Analysing the database made available by the European Central Bank and by the European Banking Authority, we evaluate the Comprehensive Assessment (CA) (Asset Quality Review and Stress Test (ST)) of banks carried out in 2014. In a nutshell, the main results are: (i) risk-adjusted capital ratios are negatively related to the Asset Quality Review shortfall, but not to the ST shortfall, whereas the leverage ratio plays a significant role in both cases; (ii) the CA predominantly concentrated on traditional credit activity rather than on banks’ financial assets and (iii) the CA seems to be characterized by double standards. The Asset Quality Review was severe with banks operating in non-core countries, while medium-sized banks were either riskier or were treated severely in both exercises. The analysis leads to a puzzle: comparatively, the assessment per se led to significant adjustments for solid banks and large shortfalls for weak banks. The puzzle can be resolved by referring to the legacy of the country’s former supervisory activity and to the low level of capitalization of weak banks mostly in peripheral countries.

Abbreviations: ADJ_AQR: adjustment due to the AQR; ADJ_ST: adjustment due to the ST adverse scenario; AQR: asset quality review; bps: basis points (1?bp is equal to 0.01%); bn: billion; CA: comprehensive assessment; CET1: common equity tier 1; CR: coverage ratio; CRD/CRR: capital requirements directive/capital requirements regulation; CVA: credit valuation adjustment; EBA: European Banking Authority; ECB: European Central Bank; LM test: Lagrange-multiplier test; NPE: Non-performing exposure; RWA: risk-weighted asset; SF_AQR: shortfall due to the AQR; SF_ST: shortfall due to the ST adverse scenario; SREP: supervisory review and evaluation process; SSM: single supervisory mechanism; ST: stress test; tr: trillion (one thousand of billions)     

The geography of banking: Evidence from branch closings

In the aftermath of the Great Recession, the number of bank branches declined in most developed countries. In this paper, we investigate how banks have downsized their branch networks in Italy, by comparing the pre‐ and post‐crisis spatial distribution of branches. By using a detailed data set that includes a wide set of controls for the characteristics of each bank branch, we estimate the probability of a branch being closed as a function of its distance from both proprietary and competitors' branches. We find that banks are more prone to close branches in those areas where other proprietary branches are closer and where competitors' branches are closer. This indicates that, since the start of the crisis, banks have closed branches especially in those areas where their proprietary network was relatively more populated and the competition was fiercer.