Combining data and text mining techniques for analysing financial reports

There is a vast amount of financial information on companies' financial performance available to investors in electronic form today. While automatic analysis of financial figures is common, it has been difficult to extract meaning from the textual parts of financial reports automatically. The textual part of an annual report contains richer information than the financial ratios. In this paper, we combine data and text mining methods for analysing quantitative and qualitative data from financial reports, in order to see if the textual part of the report contains some indications about future financial performance. The quantitative analysis has been performed using self‐organizing maps, and the qualitative analysis using prototype‐matching text clustering. The analysis is performed on the quarterly reports of three leading companies in the telecommunications sector. Copyright © 2004 John Wiley & Sons, Ltd.     

What Motivates Experts to Share? A Prospective Test of the Model of Knowledge‐Sharing Motivation

Knowledge sharing is an employee behavior, critical to organizational success in knowledge‐intensive work environments. This study set out to empirically test the model of knowledge‐sharing motivation designed and presented in this journal by Gagné (2009). The model combines two established behavioral theories, the theory of planned behavior and self‐determination theory, and connects various human resource practices to it. This prospective survey study ( n = 200) in a large expert organization employed structural equation modeling. The results mainly supported the proposed model, with attitudes, autonomous motivation, and sharing norms predicting knowledge‐sharing intentions ( R² = .69), which predicted knowledge‐sharing behavior ( R² = .42). We also identified potential ways to modify the model to better suit typical knowledge‐sharing contexts. Implications for practice, with the emphasis on how our findings can benefit and be used by human resource management, are discussed. © 2016 Wiley Periodicals, Inc.     

Multinational Corporations and Spillovers

This paper examines spillover effects of the activities of multinational firms. Such effects are most likely to be found in host countries, where the operations of foreign multinationals may influence local firms in the MNCs own industry as well as firms in other industries. However, there is no comprehensive evidence on the exact nature or magnitude of these effects, although it is suggested that host country spillovers vary systematically between countries and industries. In particular, the positive effects of foreign investment are likely to increase with the level of local capability and competition. The spillovers to the home countries of MNCs are often more difficult to identify, for various reasons. Earlier studies suggest that the effects are generally positive, but the increasing international division of labor within multinationals complicates the analysis. The impact on the home country is likely to depend on what activities these firms concentrate at home.     

Where Do Financial Constraints Originate from? An Empirical Analysis of Adverse Selection and Moral Hazard in Capital Markets

Despite the voluminous and growing literature on financial constraints, the origins of the constraints are hardly ever empirically analyzed. This paper offers such an analysis. We study, in particular, the empirical prevalence of adverse selection and moral hazard in capital markets using a unique survey data on Finnish small and medium-sized enterprises (SMEs). The survey data suggest that adverse selection is empirically more prevalent than moral hazard in the capital markets that the SMEs face. We also find that of the variables indicating the presence of adverse selection and moral hazard, the former has more explanatory power in regressions modeling the availability of external finance to the SMEs than the latter. Finally, we document that our proxies for adverse selection and moral hazard are inversely related to the age of firms, just like Peter Diamond’s (1989) model predicts.     

The daughter effect: do CEOs with daughters hire more women to their board?

Using a sample of S&P 100 firms, we find that CEOs with a daughter are more likely to hire new women to their board of directors than CEOs without a daughter. Our results provide additional evidence that parents’ attitudes and actions are affected by the gender of their children and that the effect is strong enough to influence important decisions at large corporations.     

Can sell-side analysts’ experience,expertise and qualifications help mitigate the adverse effects of accounting reporting complexity?

Review of Quantitative Finance and Accounting - We examine the relation between accounting reporting complexity and analysts’ performance and whether analysts’ qualifications,...     

2022 KLEIN LECTURE PARENTAL EDUCATION AND INVENTION: THE FINNISH ENIGMA

Why is invention strongly positively correlated with parental income not only in the United States but also in Finland, which displays low income inequality and high social mobility? Using data on 1.45 M Finnish individuals and their parents, we find the following: (i) the positive association between parental income and off-spring probability of inventing is greatly reduced when controlling for parental education; (ii) instrumenting for the parents having an MSc degree using distance to nearest university reveals a large causal effect of parental education on offspring probability of inventing; and (iii) the causal effect of parental education has been markedly weakened by the introduction in the early 1970s of a comprehensive schooling reform.     

Urban Commoning as a Vehicle Between Government Institutions and Informality: Collective Gardening Practices in Tampere and Narva

This article examines the processes of urban commoning and its co-produced features of urbanity, making the claim that, through these processes, informality becomes translated into institutionalized city planning. Commoning is analysed through a comparative study that utilizes contingent features of urbanity and three modalities accommodating the informality–formality meshwork during urban change. The article contributes to research on urban transformations by integrating commons, informality dynamics and the constitution of state institutions. This focus is elaborated with reference to collective gardening practices in the context of two of the less studied European cities, Narva in Estonia and Tampere in Finland. The results of the study indicate that urban commoning takes place through delegating a public mandate and enacting uncertainty, two processes that informalize city government practices. Particular differences appeared in regard to the institutional porosity that enables unregulated spaces of collective gardening to be mobilized as part of urban politics. We argue that networked movements appear as an essential part of the urban logic of action producing meaningful connections in an informal–formal meshwork and bringing together multiple sites in the commoning process.