Forecasting the maximum compensation offer in the automobile BI claims negotiation process

Most motor bodily injury (BI) claims are settled by negotiation, with fewer than 5% of cases going to court. A well-defined negotiation strategy is thus very useful for insurance companies. In this paper we assume that the monetary compensation awarded in court is the upper amount to be offered by the insurer in the negotiation process. Using a real database, a log-linear model is implemented to estimate the maximal offer. Non-spherical disturbances are detected. Correlation occurs when various claims are settled in the same judicial verdict. Group wise heteroscedasticity is due to the influence of the forensic valuation on the final compensation amount. An alternative approximation based on generalized inference theory is applied to estimate confidence intervals on variance components, since classical interval estimates may be unreliable for datasets with unbalanced structures.

Product Data Managemet as a Key Success Factor in After Sales Business

The objective of this master’s thesis is to define Larox´s Product Data present state and future development needs from after sales point of view. In particular the object was to investigate after sales needs, which data related to products need to be managed by using Product Data Management. Empirical material of thesis was collected mainly through interviews, benchmark visits, and personal experience. Among the interviewees were internal stakeholders who are closely related to the product process, as well as external stakeholders. Interviews revealed that each stakeholder group has deviating needs for product data management and that at present all the needs are not met to take the best possible way. The main requirement was availability of up-to-date information, which plays a key role in after sales business. At the end of study is concentrated to find development targets at Larox, especially from after sales point of view. In addition, consideration of how the product data management advantages can utilized in making internal processes more efficient. Development needs are collected together as project descriptions, whose headings are shown at the end of the study.

Suomalaisten teollisuuden kunnossapitoyritysten investoinnit: analyysi ja skenaariot

Työn tavoitteena oli lisätä ymmärrystä teollisuuden kunnossapidon toimialasta ja sen tulevaisuudesta, tutkimalla teollisuuden kunnossapitoyritysten toteuttamia käyttöomaisuus- ja käyttöpääomainvestointeja vuosilta 2003–2007. Tutkimus toteutettiin tilinpää-tösanalyysin menetelmin suppealla, mutta edustavalla, 20 teollisuuden kunnossapitoyrityksen tilinpäätösaineistolla. Yritysjoukko jaettiin pk-yrityksiin ja suuriin yrityksiin, jolla pyrittiin kuvaamaan toimialan todellisempaa rakennetta. Analyysiosiossa tarkasteltiin toteutuneita investointiasteita, investointilogiikoita, yritysten kannattavuuksia sekä käyttöpääomainvestointien hallintaa. Toteutetun analyysin perusteella luotiin kolme tulevaisuuden skenaariota teollisuuden kunnossapidon toimi-alan kehitykselle. Eri skenaarioille laskettiin ennustemallilla keskimääräiset investointiasteet. Analyysin mukaan teollisuuden kunnossapitoyrityksien liikevaihto kasvoi tutkimusaikavälillä keskimäärin noin 8,5 prosenttia vuodessa. Kyseinen kasvu on vaatinut yrityksiltä noin 2,5 prosentin investointiasteen. Verratessa pk-yrityksiä ja isoja yrityksiä, havaittiin merkittäviä eroja toteutuneissa investointiasteissa sekä investointilogiikoissa. Yhteistä yritysjoukoille oli hyvä kannattavuus, johon eri investointiasteilla ei näyttäisi lyhyellä aikavälillä olevan vaikutusta. Tulevaisuuden investointitarve vaikuttaa maltillisemmalta kuin toteutunut taso, johtuen osaltaan taantuman vaikutuksista.

La plaça del Diamant compleix 50 anys. Les influències d'Armand Obiols i de Joan Sales

L'objecte d'estudi d'aquest assaig de recerca en literatura és el de conèixer a fons les influències que rebé Mercè Rodoreda per a la redacció de les variants d'autor de la seva obra mestra 'La plaça del Diamant'. Concretament analitzarem exhaustivament les influències del reconegut escriptor i crític literari Armand Obiols i, així mateix, les de l'editor Joan Sales i Vallès. Per a aquesta fi ens servirem de dos epistolaris recentment publicats: 'Cartes a Mercè Rodoreda' d'Armand Obiols i 'Mercè Rodoreda. Joan Sales. Cartes completes (1960-1983)'.

Time-series forecasting of pollutant concentration levels using particle swarm optimization and artificial neural networks

This study evaluates the application of an intelligent hybrid system for time-series forecasting of atmospheric pollutant concentration levels. The proposed method consists of an artificial neural network combined with a particle swarm optimization algorithm. The method not only searches relevant time lags for the correct characterization of the time series, but also determines the best neural network architecture. An experimental analysis is performed using four real time series and the results are shown in terms of six performance measures. The experimental results demonstrate that the proposed methodology achieves a fair prediction of the presented pollutant time series by using compact networks.

Improving demand forecasting practices in the industrial context

Demand forecasting is one of the fundamental managerial tasks. Most companies do not know their future demands, so they have to make plans based on demand forecasts. The literature offers many methods and approaches for producing forecasts. When selecting the forecasting approach, companies need to estimate the benefits provided by particular methods, as well as the resources that applying the methods call for. Former literature points out that even though many forecasting methods are available, selecting a suitable approach and implementing and managing it is a complex cross-functional matter. However, research that focuses on the managerial side of forecasting is relatively rare. This thesis explores the managerial problems that are involved when demand forecasting methods are applied in a context where a company produces products for other manufacturing companies. Industrial companies have some characteristics that differ from consumer companies, e.g. typically a lower number of customers and closer relationships with customers than in consumer companies. The research questions of this thesis are: 1. What kind of challenges are there in organizing an adequate forecasting process in the industrial context? 2. What kind of tools of analysis can be utilized to support the improvement of the forecasting process? The main methodological approach in this study is design science, where the main objective is to develop tentative solutions to real-life problems. The research data has been collected from two organizations. Managerial problems in organizing demand forecasting can be found in four interlinked areas: 1. defining the operational environment for forecasting, 2. defining the forecasting methods, 3. defining the organizational responsibilities, and 4. defining the forecasting performance measurement process. In all these areas, examples of managerial problems are described, and approaches for mitigating these problems are outlined.

Efficient installed base information management and utilization in global after sales service business

This Master´s thesis explores how the a global industrial corporation’s after sales service department should arrange its installed base management practices in order to maintain and utilize the installed base information effectively. Case company has product-related records, such as product’s lifecycle information, service history information and information about product’s performance. Information is collected and organized often case by case, therefore the systematic and effective use of installed base information is difficult also the overview of installed base is missing. The goal of the thesis study was to find out how the case company can improve the installed base maintenance and management practices and improve the installed base information availability and reliability. Installed base information management practices were first examined through the literature. The empirical research was conducted by the interviews and questionnaire survey, targeted to the case company’s service department. The research purpose was to find out the challenges related to case company´s service department’s information management practices. The study also identified the installed base information needs and improvement potential in the availability of information. Based on the empirical research findings, recommendations for improve installed base management practices and information availability were created. Grounding of the recommendations, the case company is suggested the following proposals for action: Service report development, improving the change management process, ensuring the quality of the product documentation in early stages of product life cycle and decision to improve installed base management practices.

Sales performance measurement and steering in a multinational company

The objective of the study is to find out how sales performance should be measured and how should sales be steered in a multinational company. The beginning of the study concentrates on the literature regarding sales, performance measurement, sales performance measurement, and sales steering. The empirical part of the study is a case study, in which the information was acquired from interviews with the key personnel of the company. The results of the interviews and the revealed problems were analyzed, and comparison for possible solutions was performed. When measuring sales performance, it is important to discover the specific needs and objectives for such a system. Specific needs should be highlighted in the design of the system. The system should be versatile and the structure of the system should be in line with the organizational structure. The role of the sales performance measurement system was seen to be important in helping sales steering. However, the importance of personal management and especially conversations were seen as really critical issue in the steering. Sales performance measurement could be based on the following perspectives: financial, market, customer, people, and future. That way the sales department could react to the environmental changes more rapidly.

Economic Geographical Analysis of The Finnish Paper Industry

The purpose of this academic economic geographical dissertation is to study and describe how competitiveness in the Finnish paper industry has developed during 2001–2008. During these years, the Finnish paper industry has faced economically challenging times. This dissertation attempts to fill the existing gap between theoretical and empirical discussions concerning economic geographical issues in the paper industry. The main research questions are: How have the supply chain costs and margins developed during 2001–2008? How do sales prices, transportation, and fixed and variable costs correlate with gross margins in a spatial context? The research object for this case study is a typical large Finnish paper mill that exports over 90 % of its production. The economic longitudinal research data were obtained from the case mill’s controlled economic system and, correlation (R2) analysis was used as the main research method. The time series data cover monthly economic and manufacturing observations from the mill from 2001 to 2008. The study reveals the development of prices, costs and transportation in the case mill, and it shows how economic variables correlate with the paper mills’ gross margins in various markets in Europe. The research methods of economic geography offer perspectives that pay attention to the spatial (market) heterogeneity. This type of research has been quite scarce in the research tradition of Finnish economic geography and supply chain management. This case study gives new insight into the research tradition of Finnish economic geography and supply chain management and its applications. As a concrete empirical result, this dissertation states that the competitive advantages of the Finnish paper industry were significantly weakened during 2001–2008 by low paper prices, costly manufacturing and expensive transportation. Statistical analysis expose that, in several important markets, transport costs lower gross margins as much as decreasing paper prices, which was a new finding. Paper companies should continuously pay attention to lowering manufacturing and transporting costs to achieve more profitable economic performance. The location of a mill being far from markets clearly has an economic impact on paper manufacturing, as paper demand is decreasing and oversupply is pressuring paper prices down. Therefore, market and economic forecasting in the paper industry is advantageous at the country and product levels while simultaneously taking into account the economic geographically specific dimensions.

Enhancing Collaboration Between Marketing and Sales

Researchers’ interest toward cross-functional relationships has increased over the last decades, indicating the importance of collaboration of different functions. However, marketing-sales relationship has started to interest researchers only recently, even though collaboration between these functions is critical for companies’ success and customer satisfaction. The purpose of this study is to examine how collaboration between marketing and sales can be enhanced, and thus explore marketing-sales relationship and factors influencing on the collaboration between these functions. Literature review of this study draws together relevant literature and research concerning the topic. Empirical part explores marketing-sales relationships in a b-to-b company. The empirical research was conducted through six semi-structured interviews. Interviewees represented three different departments - each department’s marketing and sales manager were interviewed. All the interviewees considered that marketing-sales collaboration within the company should be improved. In the analysis certain factors impeding as well as facilitating the collaboration were recognized. Based on these, and lack of facilitating factors, the marketing-sales relationships within the company were defined as aligned relationships. Consequently, marketing-sales collaboration should be enhanced in all the departments by strengthening the facilitative elements. This study provides an overall view on marketing-sales collaboration, its elements and relationship types. Based on this study one can understand factors influencing on the marketing-sales collaboration and recognize the types of marketing-sales relationship.

Marketing-Sales Cooperation and its Relation on Direct Sales Performance: an Example of a Medium-sized Oil Company

The study touches upon marketing-sales departments’ cooperation and investigates marketing-sales cooperative model within the case company. So that research increases understanding of linkages between Marketing and Sales departments with an illustrative example of Russian medium-sized oil company (LLC Neste St. Petersburg), the subsidiary of Finnish-based Neste Oil. The empirical study is done from marketing and sales perspectives. And for sales main attention was brought to direct sales, both B2B and B2C. Research considers all five domains of cooperation, and among others, study reveals the attitude towards external (market) and internal (product) knowledge, and its mutual use by marketing and sales managers. A qualitative research method, participant observations, and in-depth interviews with upper-management made it possible to explore all facets of joint work. Moreover, research responses the changes in a model of cooperation between marketing and sales when moving from medium size to large company.

The role of business information and knowledge in sales steering

The objective of this study is to find out how sales management can be optimally supported with business information and knowledge. The first chapters of the study focus on theoretical literature about sales planning, sales steering, business intelligence, and knowledge management. The empirical part of the study is a case study for which the material was collected through interviews with the selected people of the company. The findings from the interviews were analyzed, and possible suggestions for solving the problems were made. The case study revealed that sales management requires a multitude of metrics and reports to steer the sales to the desired direction. The information sources can be internal and external, and the optimal solution for satisfying the information needs is a combination of both of these. The simple information should be turned into knowledge by merging the intellectual assets with the information from the firm’s transaction processing systems, in order to promote organizational learning and effective decision-making.

Towards a Strategic Sales Channel Partnership: A Case Study from the IT Services Industry

Strategic partnerships have become a key to competitive advantage and success in a dynamic, global business environment. Partnering provides a strategic response to complex offerings that need multiple sources of technology and knowledge, allowing companies to offer a wider range of services and solutions to meet their customers’ needs. Companies that collaborate with strategic partners in sales channels may significantly grow their business and improve their prospects of winning major contracts. As a consequence, companies are increasingly transforming their go-to-market strategies and sales channel structures to align with the need to create added value to customers together with a business partner. The research objective of this case study is to review and assess the success of an established sales channel partnership in IT services industry and to find ways how to develop it towards a strategic collaboration. The research consists of two main parts. The first part reviews the literature, concluding with the identification of the critical success factors for partnering. The second part sets out for the case findings, focusing on how the success of the established sales channel partnership is perceived by key executives within the partner organizations, and further what actions are required to make the sales channel partnership and joint go-to-market more strategic.

Exploring relationship between marketing and sales - a case study of B2B ICT solution sales

Following the current trend of companies in changing and developing their businesses from transactional approach to relationship and solution oriented approach has set new requirements to internal cooperation of companies too. The relationship between marketing and sales has been identified to be critical to company's success here, but surprisingly little is known about it. The purpose of this study was to deepen understanding of the relationship between sales and marketing in business-to-business sales from operative sales employees' perspectives in solution selling context. The aim was to develop an explorative analytical construction and framework of the interface. The study was conducted as a literature review and an empirical qualitative explorative single case study. The data was collected by conducting six thematic interviews with sales employees of the case company. Observing sales and marketing, written documents and other materials used in sales were used as secondary source of information. The data was analyzed using qualitative case study analysis methods. The findings of the study support previous research findings of the interface between marketing and sales but also bring new propositions as analytical framework to construct the interface. As such, the interface was found to be a multi-dimensional and complex dynamic construction. As results of this study, there was an exploratory framework constructed. The construction consists of three explorative contexts of the interface: internal context, relationship emphasizing context and solution selling context. These contexts are further divided into lower levels as an outcome of the analysis. In addition the identified contexts, there are also conceptual domains identified, which are common to all the contexts. The role of mutual, cross-functional knowledge creation was found to be central in the interface.