25 resultados para Trade in services
em Doria (National Library of Finland DSpace Services) - National Library of Finland, Finland
Resumo:
Tutkielman tavoitteena oli selvittää, mikä on palvelun laadun taso infocom sektorilla Suomessa, ja miten sitä voidaan parantaa. Teoriaosassa tavoitteeseen pyrittiin muodostamalla teoriakirjallisuuteen, tieteellisiin julkaisuihin sekä aikaisempaan aihealuetta sivuavaan tutkimukseen perustuva viitekehysmalli. Empiirisessä osassa tavoitetta lähestyttiin tutkimalla infocom sektorin kunkin toimialueen (telekommunikaatio, informaatio teknologia ja sisältötuotanto) palvelujen laatua case-kuvausten muodossa. Tutkielman empiirinen osuus toteutettiin kvalitatiivisena multiple case -tutkimuksena teemahaastattelu-menetelmää soveltaen. Case-analyysi suorittiin käyttäen ns. explanation- building -menetelmää. Teoreettiset ja empiiriset tutkimustulokset yhdistettiin erityisiksi infocom sektorille soveltuviksi toimenpidesuosituksiksi. Tutkielman empiirinen osuus antoi tukea teoreettisen osuuden pohjalta kehitetylle viitekehykselle. Tutkimuksen tavoitteena oli case-analyysi- menetelmän mukaisesti luoda perusta syvemmälle aihepiiriä käsittelevälle jatkotutkimukselle ja luoda kuva infocom sektorin tämän hetkisestä laadullisesta tilasta. Yhteenvetona voidaan sanoa, että laatu palvelujen markkinoinnissa infocom sektorilla on suhteellisen heikkoa, vaikka tutkimusaineiston mukaan laatu arvostetaan hyvin korkealle. Yritysten tämänhetkiset panostukset laatuun liittyvät lähinnä liiketoiminnan tukifunktioihin ja prosessien ohjausmenetelmiä koskeviin järjestelmiin. Tutkimuksen pohjalta tehtävät varsinaiset toimenpidesuositukset liittyvät laadun sisäistämiseen jo strategiaa luotaessa, asiakaslähtöisyyteen, laatujohtamiseen, laatukoulutukseen ja kokonaisvaltaisen laatukulttuurin luomiseen organisaatioissa. Turbulentissa, nopeasti kansainvälistyvässä ja erittäin voimakkaasti kilpaillussa liiketoimintaympäristössä nämä ovat elintärkeitä menestymisen kriteerejä.
Resumo:
The pulp and paper industry is currently facing broad structural changes due to global shifts in demand and supply. These changes have significant impacts on national economies worldwide. In this paper, we describe the recent trends in the pulp and recovered paper (RP) production, and estimate augmented gravity models of bilateral trade for chemical pulp and RP exports with panel data. According to our results, there is some variation in the effects of the traditional gravity-model variables between pulp grades and RP. The results imply also that, in comparison to export supply, import demand plays a larger role in determining the volume of exports. Finally, it is evident that Asia, particularly China, is the most important driver of chemical pulp and RP trade: China is hungry for fiber, and must import to satisfy its growing needs. Moreover, the speed of China’s growth in chemical pulp and RP imports has been driving the increased significance of planted forests in the exports of hardwood pulp (BHKP) as well.
Resumo:
ISBN 978-951-765-806-5Avhandlingen studerar frihamnen Gustavia på ön S:t Barthélemy, den svenska kolonin i Västindien, under de franska revolutionskrigen 1793-1815. Syftet är att kartlägga den ekonomiska aktiviteten genom Gustavia genom ett outforskat källmaterial och analysera hamnens roll i Västindien och i den atlantiska ekonomin under krigsåren. Det viktigaste resultatet av undersökningen är att den påvisar den kortvariga men exceptionella position som Gustavia fick under krigen, vilket ledde till att stora varuflöden gick genom den svenska kolonin och att sjöfart under svensk flagg i regionen tilltog. Krigskonjunkturen hämtade till ön ett stort antal nya invånare, framförallt från angränsande karibiska kolonier men också från USA och Europa. Frihamnen och ön fungerade kort under några decennier som en global marknadsplats i Västindien för handelsmän som kringgick blockader och handelsförbud. Vidare närmar sig även avhandlingen frågor om Sveriges engagemang i slavhandeln på ett systematiskt sätt, och demonstrerar att den svenska slavhandeln var mer omfattande än den tidigare forskningen visat, speciellt efter att rörelsen för slavhandelns förbud fått ett starkt fäste i Storbritannien. De tidigare stora internationella undersökningarna om slavhandeln har ofta missat det svenska inslaget. S:t Barthélemy har fått relativt lite uppmärksamhet i den svenska historieforskningen, och har ofta skildrats som ett exotiskt och ganska betydelselöst inslag i Sverige 1800-talshistoria. Mycket av den tidigare forskningen präglas av det nationalhistoriska perspektivet med kolonins länkar till Stockholm i blickfånget. Avhandlingen påvisar att länkarna mellan kolonin och Stockholm var fåtaliga och att dess ekonomiska betydelse för Sverige var ytterst liten. Däremot omvärderar avhandlingen kolonins betydelsefulla roll i ett större internationellt sammanhang. ----------------------------------------------------------- Väitöskirja käsittelee Gustavian vapaasatamaa Ruotsin Länsi-Intian siirtomaassa Saint-Barthélemyn saarella, Ranskan vallankumoussotien aikana 1793–1815. Tarkoitus on ollut kartoittaa Gustavian kautta kulkevaa taloudellista toimintaa tutkimattomien lähteiden avulla ja arvioida sataman asemaa Länsi-Intiassa sekä atlanttisessa taloudessa sotavuosina.Väitöskirjan tärkein tulos osoittaa sataman sotien aikana saavuttamaa lyhytkestoista mutta poikkeuksellista roolia, mikä johti suuren kaupankäynnin saapumiseen ruotsalaissiirtomaahan sekä siihen, että merenkulku ruotsalaisen lipun alla kiihtyi Länsi-Intian alueella. Sotatalouden nousukausi aikaansai pienelle saarelle muuttoliikkeen myötä suuren väestönkasvun, jonka lähteenä olivat pääsääntöisesti lähisaaret, mutta osa uusista asukkaista tuli myös Yhdysvalloista ja Euroopasta. Gustavian vapaasatama toimi muutaman vuosikymmenen ajan globaalina markkinapaikkana Länsi-Intian kauppamiehille, joilla oli tarve kiertää kauppasaartoja ja -kieltoja. Lisäksi väitöskirja lähestyy kysymystä Ruotsin osallistumisesta orjankauppaan ja osoittaa että ruotsalainen orjakauppa oli laajempaa kuin aiempi tutkimus on väittänyt, etenkin sen jälkeen kun kansanliike orjakauppaa vastaan oli saavuttanut vahvan tuen Iso-Britanniassa. Aiemmat laajat kansainväliset kartoitukset orjakaupasta ovat usein ohittaneet ruotsalaisten osallisuutta tässä yhteydessä. Saint-Barthélemy on aiemmin saanut suhteellisen vähän huomiota ruotsalaisessa historiankirjoituksessa, ja sitä on usein hahmoteltu eksoottisena ja melko merkityksettömänä osana Ruotsin 1800-luvun historiaa. Aiempaa tutkimusta on paljolti leimannut kansallinen historiankirjoitus, jonka keskeisenä kiinnostuksena ovat olleet saaren yhteydet Tukholmaan. Väitöskirja osoittaa kuitenkin että nämä yhteydet olivat heikkoja ja että siirtomaan taloudellinen merkitys Ruotsille oli hyvinkin pieni. Toisaalta väitöskirja arvioi siirtomaan todellista ja tärkeää roolia uudelleen sijoittamalla sen isompaan kansainväliseen asiayhteyteen.
Resumo:
This study considered the current situation of solid and liquid biofuels markets and international biofuels trade in Finland and identified the challenges ofthe emerging international biofuels markets for Finland. The fact that industryconsumes more than half of the total primary energy, widely applied combined heat and power production (CHP) and a high share of biofuels in the total energy consumption are specific to the Finnish energy system. One third of the electricity is generated in CHP plants. As much as 27% of the total energy consumption ismet by using wood and peat, which makes Finland the leading country in the use of biofuels. Finland has made a commitment to maintain greenhouse gas emissions at the 1990 level at the highest during the period 2008-2012. The Finnish energypolicy aims to achieve the target, and a variety of measures are taken to promote the use of renewable energy sources and especially wood fuels. In this study, the wooden raw material streams of the forest industry were included the international biofuels trade in addition to biomass streams that are traded for energy production. In 2004, as much as 45% of the raw wood importedinto Finland ended up in energy production. The total international trading of biofuels was evaluated at 72 PJ, of which the majority, 58 PJ, was raw wood. About 22% of wood based energy in Finland originated from imported raw wood. Tall oil and wood pellets composed the largest export streams of biofuels. The annual turnover of international biofuels trade was estimated at about ¤ 90 million fordirect trade and at about ¤ 190 million for indirect trade. The forest industryas the biggest user of wood, and the producer and user of wood fuels has a central position in biomass and biofuels markets in Finland. Lately, the international aspects of Finnish biofuels markets have been emphasised as the import of rawwood and the export of wood pellets have increased. Expanding the use of biofuels in the road transportation sector would increase the international streams ofbiofuels in Finland. In coming years, the international trading of biomass for energy purposes can be expected to continue growing.
Resumo:
Even though the research on innovation in services has expanded remarkably especially during the past two decades, there is still a need to increase understanding on the special characteristics of service innovation. In addition to studying innovation in service companies and industries, research has also recently focused more on services in innovation, as especially the significance of so-called knowledge intensive business services (KIBS) for the competitive edge of their clients, othercompanies, regions and even nations has been proved in several previous studies. This study focuses on studying technology-based KIBS firms, and technology andengineering consulting (TEC) sector in particular. These firms have multiple roles in innovation systems, and thus, there is also a need for in-depth studies that increase knowledge about the types and dimensions of service innovations as well as underlying mechanisms and procedures which make the innovations successful. The main aim of this study is to generate new knowledge in the fragmented research field of service innovation management by recognizing the different typesof innovations in TEC services and some of the enablers of and barriers to innovation capacity in the field, especially from the knowledge management perspective. The study also aims to shed light on some of the existing routines and new constructions needed for enhancing service innovation and knowledge processing activities in KIBS companies of the TEC sector. The main samples of data in this research include literature reviews and public data sources, and a qualitative research approach with exploratory case studies conducted with the help of the interviews at technology consulting companies in Singapore in 2006. These complement the qualitative interview data gathered previously in Finland during a larger research project in the years 2004-2005. The data is also supplemented by a survey conducted in Singapore. The respondents for the survey by Tan (2007) were technology consulting companies who operate in the Singapore region. The purpose ofthe quantitative part of the study was to validate and further examine specificaspects such as the influence of knowledge management activities on innovativeness and different types of service innovations, in which the technology consultancies are involved. Singapore is known as a South-east Asian knowledge hub and is thus a significant research area where several multinational knowledge-intensive service firms operate. Typically, the service innovations identified in the studied TEC firms were formed by several dimensions of innovations. In addition to technological aspects, innovations were, for instance, related to new client interfaces and service delivery processes. The main enablers of and barriers to innovation seem to be partly similar in Singaporean firms as compared to the earlier study of Finnish TEC firms. Empirical studies also brought forth the significance of various sources of knowledge and knowledge processing activities as themain driving forces of service innovation in technology-related KIBS firms. A framework was also developed to study the effect of knowledge processing capabilities as well as some moderators on the innovativeness of TEC firms. Especially efficient knowledge acquisition and environmental dynamism seem to influence the innovativeness of TEC firms positively. The results of the study also contributeto the present service innovation literature by focusing more on 'innovation within KIBs' rather than 'innovation through KIBS', which has been the typical viewpoint stressed in the previous literature. Additionally, the study provides several possibilities for further research.
Resumo:
The service sector in the global world is constantly growing: in Europe, they account currently approximately for 70 per cent of the total economy. Yet service internationalization is rather a new phenomenon: services have been traditionally seen as local entities, which also explains why research on service internationalization has properly begun only few decades ago. Even though the Single European Market allows free service movement between Member States, services do not move as actively as desired: approximately only one fifth of services are involved in cross-border trade. Therefore, the main purpose of this thesis is to analyze the barriers to service-sector SME internationalization in the EU business environment. To address the research purpose, the internationalization of service-sector SMEs in the EU area is first described and thereafter, the barriers to service-sector SME internationalization in the European context are mapped and analyzed from intra- and extra-firm perspectives. In order to understand the topic area and the phenomenon, a short glance is first taken into Europe as a business environment for service industries: the market characteristics and benefits of the common free trade area for service industries are described. Also earlier literature on service internationalization and barriers to international service trade are discussed. Due to low previous research activity on barriers specifically to international service trade, the discussion is improved by presenting general findings of barriers to SME internationalization. This research is conducted with qualitative methods: there is only a limited amount of previous research and qualitative methods provide a way of gathering in-depth information and reaching understanding from respondents’ perspectives. The evidence presented in the study was collected through six semi-structured interviews with six different small or medium sized international service firm representatives that all had the first-hand knowledge regarding their company’s process of delivering services from home market to other European countries. The results of the study provide a detailed description and analysis of intra- and extra-firm barriers to service-sector SME internationalization in the context of EU and indicate that in general, internal firm-specific barriers have a greater impact in determining firm’s possibilities to be engaged in cross-border service trade – external barriers played a smaller role. What might explain these results is that first of all, the study has full focus on service firms of smaller size and internal barriers tend to be particularly effective to SMEs as their resources, skills and capabilities are often limited, which limits internationalization possibilities. Second, the results may indicate that EU’s internal market and the free trade concept function quite well from service firms’ perspective, and the low service movement rate may be rather caused by firm’s own competences and resource-related difficulties than directly by flaws in the market. The results complete earlier literature and provide new and more detailed knowledge of barriers to cross-border service trade in the context of Europe. They also indicate that service internationalization should be observed separately from internationalization of traditional manufacturing firms due to unique service-specific characteristics. The findings of this study are particularly beneficial for small or medium sized service firm managers as it provides knowledge of delivering services across borders in Europe and of barriers that relate to that process.
Resumo:
Finnish food producers' trade with Russia has experienced profound changes since the collapse of the Soviet Union. Simultaneously, the distribution systems of foodstuffs have changed remarkably. This study sheds some light into these changes and analyses the current situation in distribution systems of foodstuffs in Russia. In addition, the study discusses the possibilities of Finnish food producers to get more of their products to the shelves of Russian food retail stores. Before the 1998 financial crisis, the import of foreign foodstuffs was booming in Russia due to the overvalued rouble. As a result of the financial crisis, food import collapsed. The export of Finnish foodstuffs to Russia has been slowly recovering during the past few years, but in the most important product categories the pre-crisis levels have so far not been reached and maybe will not be reached. In certain product categories the growth has been only marginal. It seems that starting localproduction will become increasingly important in the future. This is further encouraged by the fact that Russian consumers favour domestic food products. Russian consumers are very price conscious and demand quality in food products. The perceived price-quality ratio is an important criterion in the purchase decision.The majority of foodstuff retail is still conducted via unorganised forms of trade (e.g. kiosks and marketplaces) but modern retail chains are developing at a fast pace in Russia. They are also expected to dominate the retail trade in foodstuffs over the unorganised forms of trade in the future. This will change the distribution systems as well. The retail chains are trying to shorten the distribution chain, similarly to what has been seen in the Western countries. This together with the strengthening of retail chains is likely to shrink the role of wholesalers, as the chains increasingly want to work directly with the producers. Many large retail chains are acquiring or have already acquired a distribution centre or centres in order to boost efficiency and control the flow of products. The strengthening of the retail chains also gives them power in negotiations, which the producers and distributors have to adjust to. For example store entry fees and retail chains' own private label products pose challenges to the food producers. In the food production sector the competition is fierce, as large Russianand foreign producers want to ensure their piece of the market. The largest producers utilise their size: they invest in big marketing campaigns and are willing to pay high entry fees to retail chains in order to secure a place on the store shelves and to build a strong brand in Russia. This complicates the situation from the viewpoint of small producers. Currently, the most popular type of distribution system among the interviewed Finnish food producers is based on a network of local distributors. There is, however, a strong consensus on the importanceof starting local production in order to be a serious actor in Russia in the future. Factors that hinder the starting of local production include the lack of local infrastructure and qualified staff, and the low risk tolerance of Finnish firms. Major barriers for entry in Russia are the actions of authorities, fierce competition, fragmented market and Finnish producers' heavy production costs. The suggested strategies for increasing the market share include focusing geographically or segment-wise, introducing new products, starting local production, andcooperation between Finnish producers. Smallness was one reason why Finnish producers had to cut down their operations in Russia due to the 1998 crisis. Smaller producers had fewer resources to tolerate losses during the period of crisis. Smallness is reflected also on trade negotiations with retail chains and distributors. It makes it harder to cope with the store entry fees and to differentiatefrom the mass of products propped up by expensive advertising. Finally, it makes it harder for Finnish producers to start or expand local production, as it is more difficult for a small producer to get financing and to tolerate the increased risks. Compensating for the smallness might become the crucial factor determining the future success of Finnish food producers in the Russian market.
Resumo:
This study deals with the import of West Central African slaves and their religious practices to Minas Gerais in the eighteenth century. The captaincy of Minas Gerais in the interior of Brazil developed into the world’s largest gold producing region in the beginning of the eighteenth century. The large-scale mining of gold, and later diamonds, was only possible through massive imports of slaves from Africa to Brazil. The first part of this study discusses the Atlantic slave trade in the southern Atlantic world. The discovery of gold in Minas Gerais led to an increasing demand for slaves in Brazil, which was largely met by supplies from Angola. The study analyzes the formation of Central Africans’ identities both in their homelands and in Brazil. Slave identities or “nations” have often been seen as creations of the slave owners. By interpreting major Central African “nations” such as Angola, Congo, and Benguela as regional identities that were tied to the slaves’ origins in Africa, this study offers a new interpretation of what these identities meant for Central Africans in Minas Gerais. The second part of this study concentrates on the religious universe of Central Africans. Processes of cultural creolization affected West Central African societies after the Portuguese landed in the kingdom of Kongo in the late fifteenth century and led to the development of an Atlantic Creole culture. The spread of Catholicism in West Central Africa affected religious life especially in the kingdom of Kongo, in the city of Luanda, and in the Portuguese colony of Angola. Central African religious specialists were often denounced to the authorities in Angola for organizing healing and divination rituals. Diagnosis in these rituals was often made through spirit possession. Central Africans took these healing and divining methods to Minas Gerais, where numerous African religious specialists enjoyed great prominence. In the Brazilian mining region, it was commonplace that African healers served not only the African slave population, but also free whites. In the eighteenth century, Central African popular healers made a significant contribution to the therapeutic arts practiced in Minas Gerais and elsewhere in Brazil.
Resumo:
The objective of this study was to find out the factors that affect customer profitability in the not-for-profit case company. The customer profitability was examined in two different segments of the customer base. The effects that price, cost and the amount of services provided have on the profit margin were studied. The distribution of profitability among the customers and the effect of certain characteristics, such as size of the customer measured in services purchased, on the profitability were analyzed. The theoretical framework was built around customer profitability and the use of customer profitability information in a not-for-profit organization. The present use of customer profitability information and the possibilities of using the results of this research in the case company were presented. Quantitative research methods were used in the empirical part of the study. The results indicate that the two customer segments have differences in their buying behaviors which affect the profitability and thus the measures taken to improve the profitability should be considered with the different characteristics of the customers in mind. Finally the limitations of the study were discussed as possible further research topics.
Resumo:
Previous research on productivity is often associated with manufacturing or uses manufacturing definitions of productivity. Marketing research on services has not been satisfied with the manufacturing definitions. No universal definition for service productivity exists. The lack of a universal definition highlights the complexity entailed in the concept of productivity. The objective of this study was to investigate service productivity in situations, where traditional ways are in some cases even not possible or are not enough. In one definition of the productivity of service organisations there is the efficiency of the organisation on the input side and on the output side the customers’ perceived quality or value-in-use. To learn about value-in-use, many methods have been developed. A common practice is to make customer opinion surveys in the form of customer questionnaires and interviews. However, customers cannot always be asked directly, for example, because of impaired cognitive abilities. Such cases include the elderly and children. Furthermore, customer opinion surveys are time consuming. In addition, customers do not always know what kind of services they would benefit from. For the empirical part of the study, a business area was identified where traditional ways of measuring value-in-use are difficult or in some cases even not possible. This business area is safety telephone services. These services are most often used by the elderly. The way to define value-in-use here was to assess how well the services offered met customer expectations. Comparing the services customers asked for and the services provided to them indicated whether customer expectations were met. This study showed that customers had their ideas concerning the contents of the services but many times the services provided did not meet these expectations. Organisational efficiency aspirations can decrease customers’ value-in-use. This study found a solution, in which increasing organisational efficiency would go hand-in-hand with increasing customers’ value-in-use; the result being that the organisations’ needs and the service users’ expectations were in line. Value creation for customers produced organisational efficiency and thus increased productivity. In this study, customer expectations were observed by means of wellness technology. With the help of modern technology, customer expectations can be followed quickly and easily and customers can co-create with the organisation. This type of an approach could be useful even in the development of other services for other ages and in different contexts. If a service organisation decreases the number of personnel and, at the same time, tries to offer services to the same or a larger clientele, customers easily notice the change, which is often negative. To avoid harmful decrease in value-in-use, limitations to the aspiration of efficiency should be implemented – one of such is that the organisation is required to meet certain quality standards defined by experts. The aim is to secure that, as a result of efficiency aspirations in the organisation, the quality of the service offerings does not diminish below mutually agreed standards. Traditionally, when productivity in services has been estimated, organisational efficiency has not been combined with both customer expectations and an expert assessment of quality. This study contributes with novel thinking entitled ‘Relationship Management of the Elderly’. This study handles productivity, expert defined quality and value-in-use in an organisational context, which is practically untouched in previous research studies.
Resumo:
Maritime transport is the foundation for trade in the Baltic Sea area. It represents over 15% of the world’s cargo traffic and it is predicted to increase by over 100% in the future. There are currently over 2,000 ships sailing on the Baltic Sea and both the number and the size of ships have been growing in recent years. Due to the importance of maritime traffic in the Baltic Sea Region, ports have to be ready to face future challenges and adapt to the changing operational environment. The companies within the transportation industry – in this context ports, shipowners and logistics companies – compete continuously and although the number of companies in the business is not particularly substantial because the products offered are very similar, other motives for managing the supply chain arise. The factors creating competitive advantage are often financial and related to cost efficiency, but geographical location, road infrastructure in the hinterland and vessel connections are among the most important factors. The PENTA project focuses on adding openness, transparency and sharing knowledge and information, so that the challenges of the future can be better addressed with regard to cooperation. This report presents three scenario-based traffic forecasts for routes between the PENTA ports in 2020. The chosen methodology is PESTE, in which the focus in on economic factors affecting future traffic flows. The report further analyses the findings and results of the first PENTA WP2 report “Drivers of demand in cargo and passenger traffic between PENTA ports” and utilises the same material, which was obtained through interviews and mail surveys.
Resumo:
In this research retail negotiations are explored through the question: What characteristics are distinctive to negotiating in Finnish grocery retail trade? To shed light on the research question I interviewed experienced retail negotiators and mapped out the most important characteristics of the retail negotiations. I described through examples the most prominent challenges negotiators face in their negotiations and elaborated what kind of tools the experienced negotiators use to overcome those challenges. The research results add up to a groundwork frame for retail negotiations with which further research can be more easily directed to any area of interest in the Finnish grocery retail negotiations. The framework can give ideas or frames for further research, or function as a general guideline of factors to consider when negotiating in Finnish retail field. The results were divided into 3 sections: Characteristics, Challenges and Tools. Different negotiation models help negotiators and researchers understand negotiation dynamics. This research adds to that pool by focusing on elements essential to consider specifically in the context of Finnish retail. Finland offered an exceptionally interesting setting to study negotiation, as grocery retail trade in Finland is highly centralized. Especially for those interested understanding a centralized setting such as Finland’s retail field, the framework presented in this research might provide a valuable spectrum of essential negotiation elements. Learning is a lifelong process, but that path can be evened by tuning in on what others have learned during their own endeavors in similar situations. Seasoned negotiators have many stories to tell about negotiating that can be drawn upon and by doing so, we can avoid having to spend time learning the same insights twice. This research drew on narrative, case-research and interviewing to find out how seasoned negotiators in the field of Finnish retail experienced negotiation, what challenges negotiations pose and what tools can be used to overcome them
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Työssä tarkastellaan, miten Nord Poolin spot-sähkömarkkinoiden systeemihinnan volatiliteetti on kehittynyt kyseisten markkinoiden kehittyessä ja onko volatiliteetin dynamiikkaa mahdollista mallintaa. Systeemihinta toimii referenssihintana sekä itse sähköpörssissä että pörssin ulkopuolella tapahtuvassa johdannaiskaupankäynnissä. Teoriaosassa luodaan katsaus Nord Pool -markkinoiden toimintaan ja systeemihinnan muodostumisen periaatteisiin. Lisäksi tutustutaan sähkön hinta-aikasarjoille tyypillisiin piirteisiin. Volatiliteetin mallinnus tapahtuu autoregressiivistä konditionaalista heteroskedastista (ARCH) mallia sekä sen laajennuksia hyödyntäen. Työn johtopäätöksinä todetaan, että sähkömarkkinoiden volatiliteettia mallinnettaessa tulisi ottaa huomioon hinnan muutosten asymmetrinen vaikutus volatiliteettiin ja volatiliteetin kausittainen vaihtelu. Lisäksi todettiin, etteivätparametrien kertoimet ole vakioita pitkällä aikavälillä tarkasteltaessa volatiliteetin ARCH-mallinnuksessa.