23 resultados para Clustering and objective measures
em Doria (National Library of Finland DSpace Services) - National Library of Finland, Finland
Resumo:
The main objective of this study is to assess the potential of the information technology industry in the Saint Petersburg area to become one of the new key industries in the Russian economy. To achieve this objective, the study analyzes especially the international competitiveness of the industry and the conditions for clustering. Russia is currently heavily dependent on its natural resources, which are the main source of its recent economic growth. In order to achieve good long-term economic performance, Russia needs diversification in its well-performing industries in addition to the ones operating in the field of natural resources. The Russian government has acknowledged this and started special initiatives to promote such other industries as information technology and nanotechnology. An interesting industry that is basically less than 20 years old and fast growing in Russia, is information technology. Information technology activities and markets are mainly concentrated in Russia’s two biggest cities, Moscow and Saint Petersburg, and areas around them. The information technology industry in the Saint Petersburg area, although smaller than Moscow, is especially dynamic and is gaining increasing foreign company presence. However, the industry is not yet internationally competitive as it lacks substantial and sustainable competitive advantages. The industry is also merely a potential global information technology cluster, as it lacks the competitive edge and a wide supplier and manufacturing base and other related parts of the whole information technology value system. Alone, the industry will not become a key industry in Russia, but it will, on the other hand, have an important supporting role for the development of other industries. The information technology market in the Saint Petersburg area is already large and if more tightly integrated to Moscow, they will together form a huge and still growing market sufficient for most companies operating in Russia currently and in the future. Therefore, the potential of information technology inside Russia is immense.
Resumo:
The main objective of this study is to assess the potential of the information technology industry in the Saint Petersburg area to become one of the new key industries in the Russian economy. To achieve this objective, the study analyzes especially the international competitiveness of the industry and the conditions for clustering. Russia is currently heavily dependent on its natural resources, which are the main source of its recent economic growth. In order to achieve good long-term economic performance, Russia needs diversification in its well-performing industries in addition to the ones operating in the field of natural resources. The Russian government has acknowledged this and started special initiatives to promote such other industries as information technology and nanotechnology. An interesting industry that is basically less than 20 years old and fast growing in Russia, is information technology. Information technology activities and markets are mainly concentrated in Russia’s two biggest cities, Moscow and Saint Petersburg, and areas around them. The information technology industry in the Saint Petersburg area, although smaller than Moscow, is especially dynamic and is gaining increasing foreign company presence. However, the industry is not yet internationally competitive as it lacks substantial and sustainable competitive advantages. The industry is also merely a potential global information technology cluster, as it lacks the competitive edge and a wide supplier and manufacturing base and other related parts of the whole information technology value system. Alone, the industry will not become a key industry in Russia, but it will, on the other hand, have an important supporting role for the development of other industries. The information technology market in the Saint Petersburg area is already large and if more tightly integrated to Moscow, they will together form a huge and still growing market sufficient for most companies operating in Russia currently and in the future. Therefore, the potential of information technology inside Russia is immense.
Resumo:
The purpose of this thesis is twofold. The first and major part is devoted to sensitivity analysis of various discrete optimization problems while the second part addresses methods applied for calculating measures of solution stability and solving multicriteria discrete optimization problems. Despite numerous approaches to stability analysis of discrete optimization problems two major directions can be single out: quantitative and qualitative. Qualitative sensitivity analysis is conducted for multicriteria discrete optimization problems with minisum, minimax and minimin partial criteria. The main results obtained here are necessary and sufficient conditions for different stability types of optimal solutions (or a set of optimal solutions) of the considered problems. Within the framework of quantitative direction various measures of solution stability are investigated. A formula for a quantitative characteristic called stability radius is obtained for the generalized equilibrium situation invariant to changes of game parameters in the case of the H¨older metric. Quality of the problem solution can also be described in terms of robustness analysis. In this work the concepts of accuracy and robustness tolerances are presented for a strategic game with a finite number of players where initial coefficients (costs) of linear payoff functions are subject to perturbations. Investigation of stability radius also aims to devise methods for its calculation. A new metaheuristic approach is derived for calculation of stability radius of an optimal solution to the shortest path problem. The main advantage of the developed method is that it can be potentially applicable for calculating stability radii of NP-hard problems. The last chapter of the thesis focuses on deriving innovative methods based on interactive optimization approach for solving multicriteria combinatorial optimization problems. The key idea of the proposed approach is to utilize a parameterized achievement scalarizing function for solution calculation and to direct interactive procedure by changing weighting coefficients of this function. In order to illustrate the introduced ideas a decision making process is simulated for three objective median location problem. The concepts, models, and ideas collected and analyzed in this thesis create a good and relevant grounds for developing more complicated and integrated models of postoptimal analysis and solving the most computationally challenging problems related to it.
Resumo:
The objective of the thesis is to structure and model the factors that contribute to and can be used in evaluating project success. The purpose of this thesis is to enhance the understanding of three research topics. The goal setting process, success evaluation and decision-making process are studied in the context of a project, business unitand its business environment. To achieve the objective three research questionsare posed. These are 1) how to set measurable project goals, 2) how to evaluateproject success and 3) how to affect project success with managerial decisions.The main theoretical contribution comes from deriving a synthesis of these research topics which have mostly been discussed apart from each other in prior research. The research strategy of the study has features from at least the constructive, nomothetical, and decision-oriented research approaches. This strategy guides the theoretical and empirical part of the study. Relevant concepts and a framework are composed on the basis of the prior research contributions within the problem area. A literature review is used to derive constructs of factors withinthe framework. They are related to project goal setting, success evaluation, and decision making. On the basis of this, the case study method is applied to complement the framework. The empirical data includes one product development program, three construction projects, as well as one organization development, hardware/software, and marketing project in their contexts. In two of the case studiesthe analytic hierarchy process is used to formulate a hierarchical model that returns a numerical evaluation of the degree of project success. It has its origin in the solution idea which in turn has its foundation in the notion of projectsuccess. The achieved results are condensed in the form of a process model thatintegrates project goal setting, success evaluation and decision making. The process of project goal setting is analysed as a part of an open system that includes a project, the business unit and its competitive environment. Four main constructs of factors are suggested. First, the project characteristics and requirements are clarified. The second and the third construct comprise the components of client/market segment attractiveness and sources of competitive advantage. Together they determine the competitive position of a business unit. Fourth, the relevant goals and the situation of a business unit are clarified to stress their contribution to the project goals. Empirical evidence is gained on the exploitation of increased knowledge and on the reaction to changes in the business environment during a project to ensure project success. The relevance of a successful project to a company or a business unit tends to increase the higher the reference level of project goals is set. However, normal performance or sometimes performance below this normal level is intentionally accepted. Success measures make project success quantifiable. There are result-oriented, process-oriented and resource-oriented success measures. The study also links result measurements to enablers that portray the key processes. The success measures can be classified into success domains determining the areas on which success is assessed. Empiricalevidence is gained on six success domains: strategy, project implementation, product, stakeholder relationships, learning situation and company functions. However, some project goals, like safety, can be assessed using success measures that belong to two success domains. For example a safety index is used for assessing occupational safety during a project, which is related to project implementation. Product safety requirements, in turn, are connected to the product characteristics and thus to the product-related success domain. Strategic success measures can be used to weave the project phases together. Empirical evidence on their static nature is gained. In order-oriented projects the project phases are oftencontractually divided into different suppliers or contractors. A project from the supplier's perspective can represent only a part of the ¿whole project¿ viewed from the client's perspective. Therefore static success measures are mostly used within the contractually agreed project scope and duration. Proof is also acquired on the dynamic use of operational success measures. They help to focus on the key issues during each project phase. Furthermore, it is shown that the original success domains and success measures, their weights and target values can change dynamically. New success measures can replace the old ones to correspond better with the emphasis of the particular project phase. This adjustment concentrates on the key decision milestones. As a conclusion, the study suggests a combination of static and dynamic success measures. Their linkage to an incentive system can make the project management proactive, enable fast feedback and enhancethe motivation of the personnel. It is argued that the sequence of effective decisions is closely linked to the dynamic control of project success. According to the used definition, effective decisions aim at adequate decision quality and decision implementation. The findings support that project managers construct and use a chain of key decision milestones to evaluate and affect success during aproject. These milestones can be seen as a part of the business processes. Different managers prioritise the key decision milestones to a varying degree. Divergent managerial perspectives, power, responsibilities and involvement during a project offer some explanation for this. Finally, the study introduces the use ofHard Gate and Soft Gate decision milestones. The managers may use the former milestones to provide decision support on result measurements and ad hoc critical conditions. In the latter milestones they may make intermediate success evaluation also on the basis of other types of success measures, like process and resource measures.
Resumo:
The main objective of this research paper was to synthesize, integrate and analyze the theoretical foundation of the resource-based view of the firm on sustainable competitive advantage. Accordingly, this research was a literature research employing the methodology of interpretative study of concept and unobtrusive measures. The core and majority of the research data was gathered from the major online journal databases. Only peer-reviewed articles from highly-esteemed journals on the subject of competitive advantage were used. The theoretical core of the research paper was centred on resources, capabilities, and the sustainability dilemma of competitive advantage. Furthermore, other strategic management concepts relating to the resource-based view of the firm were used with reference to the research objectives. The resource-based view of the firm continues to be a controversial but important are of strategic management research on sustainable competitive advantage. Consequently, the theoretical foundation and the empirical testing of the framework needs further work. However, it is evident that internal organizational factors in the form of resources and capabilities are vital for the formation of sustainable competitive advantage. Resources and capabilities are not, however, valuable on their own - competitive advantage requires seamless interplay and complementarity between bundles of resources and capabilities.
Resumo:
One of the aims of the study was to clarify the reliability and validity of the Job Diagnostic Survey (JDS) and the Eigenzustand (EZ) method as measures of the objective characteristics of work and short-term mental work load in the Finnish data. The reliability and validity were examined taking into consideration the theoretical backgrounds of the methods and the reliability of the measurements. The methods were used for finding out the preconditions for organisational development based on self-improvement and clarifying the impacts of working environment (organisational functioning and job characteristics) on a worker’s mental state and health. The influences were examined on a general level - regardless of individual personal or specific contextual factors. One aim was also to clarify how cognitions and emotions are intertwined and how they influence a person’s perception of the working environment. The data consisted of 15 blue-collar organisations in the public sector. The organisations were divided in target and comparison groups depending on the research frames. The data was collected by questionnaires by post. The exploratory and confirmatory factor analyses (Lisrel) were used as the main statistical methods in examining the structures of the methods and impacts between the variables. It was shown that it is possible for organisations to develop their working conditions themselves on specific preconditions. The advance of the development processes could be shown by the amount of the development activity as well as by the changes of the mental well-being (ability to act) and sick absenteeism of the personnel. It was found that the JDS and the EZ methods were reliable and valid measures in the Finnish data. It was shown that, in addition to the objective working environment (organisational functioning and job characteristics), also such a personal factor as selfesteem influences a person’s perception of mental work load. However, the influence did not seem to be direct. The importance of job satisfaction as a general indicator of perceived working conditions was emphasised. Emotional and cognitive factors were found to be functionally intertwined constituting a common factor. Organisational functioning and the characteristics of work had connections with a person’s health measured by sick absenteeism.
Resumo:
Asumisstrategia muodostaa kiinteän osan Imatran kaupungin kokonaisstrategiaa. Se laaditaan myös erillisenä strategia-asiakirjana. Tutkimuksen tavoitteena oli selvittää miten asumisstrategia toteutuu Imatran kaupungissa, mitkä tekijät tukevat asumisstrategian toteuttamista ja mitkä tekijät toimivat toteuttamisen esteinä sekämillainen asumisstrategiaprosessi on ja miten sitä voitaisiin kehittää. Tutkimus toteutettiin kvalitatiivisena tutkimuksena, jonka aineisto muodostuu asumisstrategiatyöryhmälle suunnatuista teemahaastatteluista ja käytössä olleista kaupungin strategia-asiakirjoista. Tutkimus toi esiin sen, kuinka vaikea ja monimuotoinen asumisstrategiaprosessi on sekä sen, kuinka monin eri tavoin asumisstrategiaa toteutetaan Imatran kaupungissa. Tutkimus toi esiin myös asumisstrategiaprosessiin liittyviä vahvuuksia ja heikkouksia sekä näiden, lähinnä hidasteiksi katsottavien tekijöiden poistamiseen käytettäviä kehittämiskeinoja. Tutkimuksen perusteella onnistunut strategian toteuttaminen edellyttää toimeenpanijoiden ymmärtävän strategian sisällön ja merkityksen omalle työlleen.
Resumo:
Tämän työn tavoitteena on ollut liiketoimintasuunnitelman laatiminen ja sen jatkokehitys ohjelmistoteollisuudessa toimivalle yritykselle. Suunnitelman laadintaa varten työssä on aluksi selvitetty ohjelmistoteollisuutta toimialana, sen erityispiirteitä ja tulevaisuuden kehitysnäkymiä. Tämän jälkeen on tutkittu sellaisia strategisia elementtejä, jotka vaikuttavat yrityksen liiketoiminnan suunnitteluun ja itse liiketoimintasuunnitelman laadintaan. Selvitystyö on tehty kirjallisuuden ja internet-sivustojen perusteella ja niiden pohjalta on laadittu liiketoimintasuunnitelma Komartek Oyj:n vesi- ja ympäristöhuollon toimialalle. Lisäksi työssä on käsitelty eri ratkaisuvaihtoehtoja suunnitteluprosessissa esiintyneiden ongelmien ratkaisemiseksi, sekä esitetty toimenpiteitä, joilla suunnitelman laadintaa saadaan selkeytettyä.
Resumo:
Työn tarkoituksena on tarkastella ERP-järjestelmän käyttöönottoa ja tarjota ohjekartta kuinka tehdä se menestyksekkäästi. Lisäksi työ kartoittaa Konecranesin saamia etuja ja hyötyjä yrityksen ottaessa ERP-järjestelmä käyttöön. Käyttöönottoprojekti, sen vaiheet ja muut merkittävät ERP-projekteihin liittyvät vaiheet on kuvattu työssä yksityiskohtaisesti. Ensiksi ERP-järjestelmän käyttöönottoa tarkastellaan kirjallisuuteen perustuen. Myöhemmin sitä tarkastellaan perustuen kirjoittajan kokemuksiin ja havaintoihin ERP-järjestelmän käyttöönotosta, ja vertaillaan käytännön suhdetta teoriaan.ERP-järjestemät ovat kalliita ja niiden käyttöön ottaminen on aikaa vievää. Viimeisen vuosikymmenen aikana yritykset ovat enenevissä määrin alkaneet ottamaan ERP-järjestelmiä käyttöön. ERP-järjestelmät ovat saavuttaneet kasvavaa suosiota mm. niiden operaatioita integroivan ja tehostavan luonteesta ansiosta sekä niiden kyvystä tarjota päivitettyä tietoa reaaliajassa.Myös menestyksekkäissä ERP-projekteissa on parantamisen varaa. Mitattaessa ERP- projektin menestyksellisyyttä pitäisi käyttää sekä määrällisiä että laadullisia mittareita. On helppoa käyttää ainoastaan määrällisiä mittareita. Usein kuitenkin laadulliset asiat ovat tärkeämpiä. Ihmiset on saatava sitoutumaan yhteiseen tavoitteeseen kommunikaation avulla. Huonoja ensivaikutelmia on vaikea muuttaa. Vaikka vaikuttaisikin siltä, että ERP-projekti on onnistunut, kun kaikki näyttää hyvältä ”paperilla”, loppujen lopuksi systeemiä käyttävät ihmiset päättävät projektin menestyksellisyydestä. Järjestelmän käyttöönottohetkeä on pidettävä ERP-projektin ensimmäisenä vaiheena.
Resumo:
Työn tavoitteena oli kehittää Stora Enson Varkauden tehtaiden oston ja osto-varastojen raportointia ja toiminnan mittaamista toiminnanohjausjärjestelmän käyttöönottoprojektin yhteydessä. Työssä selvitettiin suorituskykymittareiden merkitystä yrityksen toiminnalle ja mittareista muodostettavalta mittaus-järjestelmältä vaadittavia ominaisuuksia. Lisäksi kartoitettiin materiaali-toimintojen yhteyttä koko yrityksen toimintaan. Työ painottuu SAP R/3:n materiaalihallinnon raporttien kartoittamiseen. Lisäksi työssä käsitellään Varenso Oy:n johtamisjärjestelmästä, Latukoneesta, saatavia mittareita. Mittariston kehittämisprosessi sisälsi käytössä olevien mittareiden arvioinnin, uusien mittareiden kartoittamisen sekä mittareiden karsinnan ja valinnan. Valituille mittareille luotiin raportointipohjat, joiden avulla niitä jatkossa seurataan. SAP R/3:n materiaalihallinnon raportointimahdollisuudet ovat laajat, mutta ne eivät kuitenkaan vielä kata kaikkia oston ja ostovarastojen raportointitarpeita. Mittaamisen ja raportoinnin kehittäminen edelleen vaatii SAP R/3:n raportointiominaisuuksien laajempaa käyttöönottoa tai muiden työkalujen hyödyntämistä raportoinnin tukena.
Resumo:
Coastal birds are an integral part of coastal ecosystems, which nowadays are subject to severe environmental pressures. Effective measures for the management and conservation of seabirds and their habitats call for insight into their population processes and the factors affecting their distribution and abundance. Central to national and international management and conservation measures is the availability of accurate data and information on bird populations, as well as on environmental trends and on measures taken to solve environmental problems. In this thesis I address different aspects of the occurrence, abundance, population trends and breeding success of waterbirds breeding on the Finnish coast of the Baltic Sea, and discuss the implications of the results for seabird monitoring, management and conservation. In addition, I assess the position and prospects of coastal bird monitoring data, in the processing and dissemination of biodiversity data and information in accordance with the Convention on Biological Diversity (CBD) and other national and international commitments. I show that important factors for seabird habitat selection are island area and elevation, water depth, shore openness, and the composition of island cover habitats. Habitat preferences are species-specific, with certain similarities within species groups. The occurrence of the colonial Arctic Tern (Sterna paradisaea) is partly affected by different habitat characteristics than its abundance. Using long-term bird monitoring data, I show that eutrophication and winter severity have reduced the populations of several Finnish seabird species. A major demographic factor through which environmental changes influence bird populations is breeding success. Breeding success can function as a more rapid indicator of sublethal environmental impacts than population trends, particularly for long-lived and slowbreeding species, and should therefore be included in coastal bird monitoring schemes. Among my target species, local breeding success can be shown to affect the populations of the Mallard (Anas platyrhynchos), the Eider (Somateria mollissima) and the Goosander (Mergus merganser) after a time lag corresponding to their species-specific recruitment age. For some of the target species, the number of individuals in late summer can be used as an easier and more cost-effective indicator of breeding success than brood counts. My results highlight that the interpretation and application of habitat and population studies require solid background knowledge of the ecology of the target species. In addition, the special characteristics of coastal birds, their habitats, and coastal bird monitoring data have to be considered in the assessment of their distribution and population trends. According to the results, the relationships between the occurrence, abundance and population trends of coastal birds and environmental factors can be quantitatively assessed using multivariate modelling and model selection. Spatial data sets widely available in Finland can be utilised in the calculation of several variables that are relevant to the habitat selection of Finnish coastal species. Concerning some habitat characteristics field work is still required, due to a lack of remotely sensed data or the low resolution of readily available data in relation to the fine scale of the habitat patches in the archipelago. While long-term data sets exist for water quality and weather, the lack of data concerning for instance the food resources of birds hampers more detailed studies of environmental effects on bird populations. Intensive studies of coastal bird species in different archipelago areas should be encouraged. The provision and free delivery of high-quality coastal data concerning bird populations and their habitats would greatly increase the capability of ecological modelling, as well as the management and conservation of coastal environments and communities. International initiatives that promote open spatial data infrastructures and sharing are therefore highly regarded. To function effectively, international information networks, such as the biodiversity Clearing House Mechanism (CHM) under the CBD, need to be rooted at regional and local levels. Attention should also be paid to the processing of data for higher levels of the information hierarchy, so that data are synthesized and developed into high-quality knowledge applicable to management and conservation.
Resumo:
Network competence is the ability of firms to manage their network of business relationships and to deal effectively with interactions in these relationships. The relationship between level of business relationship abilities of firms and their internationalization has been researched before, and found to be positive. However, what network competence specifically offers is an established scale with which to perform this examination quantitatively. This master’s thesis examined the role which this network competence plays in the internationalization of firms, more specifically in Finnish small and medium sized enterprises (SMEs). The theoretical part of the thesis consisted of examination into the nature of internationalization of SMEs, their business relationships, network competence and related concepts. The empirical part was conducted statistically with quantitative methods on data gathered from Finnish SMEs through a web-survey during 2008. Network competence was found to result in better internationalization among the examined Finnish SMEs with both subjective and objective performance measures, and firms with higher levels of network competence were found to be more likely to become international. On the other hand, speed of internationalization could not be linked to better network competence, and no clear industry-specific differences were found. The results show that by developing their network competence, Finnish SMEs can increase their chances of success and performance in their internationalization process
Resumo:
Liikunta ja sydän- ja verisuoniterveys nuorilla Aikuisiällä ilmenevien sydän- ja verisuonisairauksien kehitys alkaa lapsuudessa. Vähäinen liikunta lisää vaaraa sairastua sydän- ja verisuonisairauksiin sekä vaikuttaa haitallisesti näiden sairauksien riskitekijöihin läpi elämän. Tämän tutkimuksen tavoitteena oli tutkia nuorten liikuntaa ja sen yhteyttä sydän- ja verisuoniterveyteen. Sydän- ja verisuoniterveyttä tutkittiin riskitekijöiden sekä valtimon laajentumiskyvyn avulla. Tutkittavat koostuivat nuorista, jotka osallistuivat pitkäaikaisen sepelvaltimotaudin ehkäisytutkimuksen (STRIP) 13-vuotistutkimuskäynnille ja jotka raportoivat vapaa-ajan liikuntatottumuksensa (n=560). Liikunnan lisäksi nuorten pituus, paino, verenpaine ja olkavaltimon laajentumiskyky mitattiin sekä analysoitiin laboratorionäytteitä (otettiin verinäyte) ja selvitettiin ruoankäyttöä. Vähäinen vapaa-ajan liikunta oli yleistä etenkin tytöillä. Vapaa-ajallaan vähän liikkuvat pojat viettivät enemmän aikaa televisio- ja tietokoneruudun ääressä kuin vapaa-ajallaan paljon liikkuvat pojat. Äidin, toisin kuin isän, vapaa-ajan liikunta ja paino olivat yhteydessä lapsen vapaa-ajan liikuntaan. Vähän liikkuvat tytöt olivat olleet jo kahden vuoden iästä saakka useammin ylipainoisia kuin runsaammin liikkuvat ikätoverinsa. Sydän- ja verisuonisairauksien riskitekijöiden kasautuminen oli tavallisempaa vähän kuin paljon liikkuvilla nuorilla. Vähän liikkuvilla pojilla oli lisäksi huonompi olkavaltimon laajentumiskyky kuin paljon liikkuvilla pojilla. Tämä on tärkeä löydös, koska valtimon laajentumiskyky kuvannee sydän- ja verisuoniterveyttä jo ennen rakenteellisten muutosten ilmaantumista. Useat nuoret, etenkin tytöt, liikkuivat vähän vapaa-ajallaan. Vähäisellä vapaa-ajan liikunnalla oli haitallinen yhteys sydän- ja verisuonisairauksien riskitekijöihin sekä valtimon laajentumiskykyyn. Nuorten kannustaminen liikunnalliseen elämäntapaan on erittäin tärkeää sydän- ja verisuoniterveyden edistämiseksi sekä nuoren että kansanterveyden kannalta.
Resumo:
The objective of the thesis was to create a performance measurement system for the logistics process of a company. In addition, one goal was to make suggestions for improvements based on description and analysis of the process and current measures. The logistics process was described in detail, and the objectives for it were derived from the company strategy and goals. Suggestions for performance measurement system and process improvement were made based on current state analysis. As a result of the thesis, three new performance measures were decided to take into use. In addition, several improvements were suggested to the ERP system to make process smoother. Some of the improvements have already been added to the system and the rest will be added in the near future.
Resumo:
Integrins are heterodimeric cell adhesion receptors involved in cell-cell and cell-extracellular matrix (ECM) interactions. They transmit bidirectional signals across the cell membrane. This results in a wide range of biological events from cell differentiation to apoptosis. alpha2beta1 integrin is an abundant collagen receptor expressed on the surface of several cell types. In addition to ECM ligands, alpha2beta1 integrins are bound by echovirus 1 (EV1) which uses alpha2beta1 as a receptor to initiate its life cycle in the infected cell. The aim of this thesis project was to provide further insight into the mechanisms of alpha2beta1 integrin ligand recognition and receptor activation. Collagen fibrils are the principal tensile elements of the ECM. Yet, the interaction of alpha2beta1 integrin with the fibrillar form of collagen I has received relatively little attention. This research focused on the ability of alpha2beta1 integrin to act as a receptor for type I collagen fibrils. Also the molecular requirements of the EV1 interaction with alpha2beta1 were studied. Conventionally, ligand binding has been suggested to require integrin activation and the binding may further trigger integrin signalling. Another main objective of this study was to elucidate both the inside-out and outside-in signalling mechanisms of alpha2beta1 integrin in adherent cells. The results indicated that alpha2beta1 integrin is the principal integrin-type collagen receptor for type I collagen fibrils, and alpha2beta1 may participate in the regulation of pericellular collagen fibrillogenesis. Furthermore, alpha2beta1 integrin inside-out activation appeared to be synergistically regulated by integrin clustering and conformational activation. The triggering of alpha2beta1 integrin outside-in signalling, however, was shown to require both conformational changes and clustering. In contrast to ECM ligands, EV1 appeared to take advantage of the bent, inactive form of alpha2beta1 integrin in initiating its life cycle in the cell. This research together with other recent studies, has shed light on the molecular mechanisms of integrin activation. It is becoming evident that large ligands are able to bind to the bent form of integrin, which has been previously considered to be physiologically inactive. Consequently, our understanding of the conformational modulation of integrins upon activation is changing.