A systematic mapping study of process mining

This study systematically assesses the process mining scenario from 2005 to 2014. The analysis of 705 papers evidenced ‘discovery’ (71%) as the main type of process mining addressed and ‘categorical prediction’ (25%) as the main mining task solved. The most applied traditional technique is the ‘graph structure-based’ ones (38%). Specifically concerning computational intelligence and machine learning techniques, we concluded that little relevance has been given to them. The most applied are ‘evolutionary computation’ (9%) and ‘decision tree’ (6%), respectively. Process mining challenges, such as balancing among robustness, simplicity, accuracy and generalization, could benefit from a larger use of such techniques.     

Passthrough of Exchange Rate and Tariffs into Import Prices of India: Currency Depreciation versus Import Liberalization*

This paper examines the extent of passthrough of exchange rate and tariff changes into import prices using sectoral panel data (at the two‐digit SITC level) for the post‐reform period in India (1990–2001). After having controlled for unobserved effects that might have an impact on the import prices by using sector dummies, we find that on average exchange rate passthrough (ERPT) is a dominant effect compared to tariff rate passthrough (TRPT) in explaining changes in India's import prices. The sectoral panel results suggest that the passthrough of exchange rates and tariff rates varies across products. ERPT into import prices is significant in 12 industries, whereas TRPT is significant only in six industries, with full passthrough. However, ERPT is incomplete only in four industries, but TRPT is incomplete in 36 industries, which means that firms exporting to India more frequently adopt strategies to maintain their market share against tariffs than against exchange rate changes. The sectoral differences in passthrough seem to be related to the sector's share in total imports and the sector's effective protection rate. Hence, India's relatively high levels of protection have an impact on the behavior of foreign exporters.     

SECTORAL EXCHANGE RATE PASS-THROUGH: TESTING THE IMPACT OF POLICY REFORMS IN INDIA

This paper analyses the impact of India's policy reforms on exchange rate pass‐through into import and export prices, using panel data (at one‐digit SITC level) for pre‐ (1980–90) and post‐reform (1991–2001) periods. While the pass‐through into import prices has declined, the pass‐through into export prices (in USD terms) has increased during the 1990s. The results suggest that, relative to rupee depreciation, Indian exporters increased their USD prices around 20% in the 1980s, but decreased them by around 70% in the 1990s. Moreover, the number of sectors exhibiting some degree of pass‐through increased in the 1990s (six), relative to the 1980s (three). These changes may be attributable to the elimination of currency and trade controls, which increased competition among firms and fostered a concern with market share gains in the 1990s over an attempt to use depreciations to increase profits in the 1980s.     

Urban Poverty,Segregation and Social Networks in São Paulo and Salvador,Brazil

General consensus exists concerning the relevance of networks and space in poverty situations, despite a considerable dispute on the prominence of each element. While social‐support and poverty debates highlight the joint importance of space and networks, the research agenda on contemporary communities suggests that networks have recently started replacing space in social integration. These debates mainly consider networks and ties normatively and are restricted to the global North, hampering the formulation of comparative interpretations and more theoretical conclusions. This article discusses the relationship between space, sociability and poverty, based on research results on networks of poor individuals in two major Brazilian metropolises—Salvador and São Paulo. Research indicates the existence of great heterogeneity in the networks of poor individuals, although with substantial differences, on average, to middle‐class individuals. Certain types of networks and sociability are systematically associated with better living conditions, employment and income. Additionally, network mobilization by individuals presents important regularities associated with social mechanisms, understood as regular patterns that trigger or cause certain results. These mechanisms explain to a great extent the heterogeneity of networks, and mediate the individual's access to opportunities and everyday assistance. They therefore contribute decisively to the production (and reproduction) of urban poverty.     

Intrapreneurship and firm entrepreneurial orientation: insights from the health care service industry

Intrapreneurship affects our daily lives and is a research topic of great importance. Given the current economic climate, its relevance to firm performance has increased considerably both among academics and practitioners. Specifically, our approach has focused on the identification, analysis and explanation of the determinants/variables that influence the intrapreneurship process in the health care service industry, including the private, public and social sectors. The methodology employed consisted of collecting primary data via a questionnaire survey. The questionnaire was sent by e-mail to health care employees and middle managers from the northern and center regions of Portugal, and the study covered 202 professionals from 45 organizations. The results show that the participating health care team members present intrapreneurial behavior, and health care organizations create favorable internal conditions that support the theoretical concepts of intrapreneurship and firm entrepreneurial orientation (FEO).     

Spatial Models in Marketing

Marketing science models typically assume that responses of one entity (firm or consumer) are unrelated to responses of other entities. In contrast, models constructed using tools from spatial statistics allow for cross-sectional and longitudinal correlations among responses to be explicitly modeled by locating entities on some type of map. By generalizing the notion of a map to include demographic and psychometric representations, spatial models can capture a variety of effects (spatial lags, spatial autocorrelation, and spatial drift) that impact firm or consumer decision behavior. Marketing science applications of spatial models and important research opportunities are discussed. This paper is based upon the discussions of the Spatial Models in Marketing seminar at the Sixth Invitational Choice Symposium, June 2004. Eric T. Bradlow, Bart Bronnenberg and Gary J. Russell served as co-chairs of the session.     

A Gravity Model Forecast of the Potential Trade Effects of EU Enlargement: Lessons from 2004 and Path‐dependency in Integration

This paper uses a gravity model to forecast the potential impact on trade balances and trade patterns of the 2004 EU enlargement. The results suggest that gross trade creation for the accession economies is about 25 per cent of their 2003 trade. Although membership of the EU creates trade it also results in trade diversion; that is, a declining share of accession country exports and imports with non‐EU15 countries. Overall, the trade balances of the accession countries suffer larger trade deficits after accession due to import growth surpassing export growth. The extent of increase in the trade deficit due to accession is inversely related to the level of integration and income of the new members. Hence integration is path‐dependent and the EU should take this into account when preparing for further enlargements to the Balkans and Southeast Europe.     

What do we [not] know about technology entrepreneurship research?

This study aims to review what we do (and do not) know about technology entrepreneurship (TE) research to date. Based on a categorized bibliometric analysis resulting from a systematic review of 135 scientific articles published in refereed journals over the past 27 years (1986–2013), we identify the core domains of TE, its intellectual structure, the scientific journals with a major impact in this field of research, and the affiliation and collaboration networks within it. Specifically, through a detailed analysis of article co-citations within the TE area, this study provides co-citation networks of authors, journals, and their respective clusters, revealing their rankings in terms of contributions to the TE literature. This comprehensive analysis can be used to enhance our understanding of TE and support further research in this field.     

Business service networks and their process of emergence: The case of the Health Cluster Portugal

Business services have been receiving increasing attention from academics, practitioners and policy-makers. Despite the growing interest, this field of research suffers from several limitations: it draws mostly on services marketing theory, and it is grounded mostly in monadic and dyadic studies. This paper contributes to the advance of business services research by addressing these limitations with regard to a specific service-related issue. We carry out an interdisciplinary study by integrating among others an industrial network approach (INA) into the services area, and we thus develop the research at a network level by adopting a services network perspective; furthermore, the study is carried out in a business-to-business context by looking into a health cluster: the Health Cluster Portugal. The article addresses one particular aspect of business services networks: their emergence. We propose a conceptual framework that draws on process-based research and integrates theories from other bodies of research, allowing a rich understanding of how a business service network is created. Our findings point to discontinuities along the emergence of such networks, showing that there is an iterative process underlying their formation, with different theories playing a predominant explanatory role at different stages. This paper contributes to the wider body of literature on services research by promoting the integration of the INA and other process-related approaches in the area of business services networks, and also provides practitioners and policy-makers with a structured framework to understand how an intentional ‘bottom–up’ business service network may be created or orchestrated.     

Pricing to market with trade liberalization: The role of market heterogeneity and product differentiation in India’s exports

This paper studies the links between pricing to market (PTM) and trade liberalization using data for India’s exports (at the 4-digit level of classification) during the economic reforms period (1992–2005). We estimate a PTM model for exports to the G3 and three other emerging markets (Brazil, China and South Africa), distinguishing homogeneous from differentiated goods and correcting for changes in the level of protection faced by India’s exporters (import tariffs in destination markets), inflation and openness in the export destination market, a macroeconomic policy index partly reflecting changes in exporter’s costs, the share of the exporter in the destination market and the share of the product in the exporter’s total exports. We find that market heterogeneity changes the level of PTM, but PTM does not significantly differ between homogeneous and differentiated products. Indian exporters practice PTM by absorbing exchange rate changes into their mark-up in G3 markets, where they face tougher competition, but fully pass-through exchange rate changes in emerging markets. On the contrary, Indian exporters seem to be taking advantage of trade liberalisation in destination markets by marginally increasing exporter currency prices into emerging markets but not into the G3. However, in the case of differentiated goods, we find this effect of trade liberalisation for both G3 and emerging markets.