934 resultados para Schottky contacts


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Turun yliopiston arkeologian oppiaine tutki Raision Ihalan historiallisella kylätontilla, ns. Mullin eduspellolla, asuinpaikan, josta löydettiin maamme oloissa harvinaisen hyvin säilyneitä rakennusten puuosien jäännöksiä. Löytö on ainutlaatuinen Suomen oloissa ja sillä on kansainvälistäkin merkitystä, koska hyvin säilyneet myöhemmän rautakauden ja varhaisen keskiajan maaseutuasuinpaikat, joista tavataan puujäännöksiä, ovat harvinaisia erityisesti itäisen Itämeren piirissä. Rakennukset on ennallistettu käyttäen tiukkaa paikallisen analogian (’Tight Local Analogy’) metodia, erityisesti suoraa historiallista analogista lähestymistapaa. Tätä tarkoitusta varten muodostettiin aluksi arkeologinen, historiallinen ja etnografinen lähdemalli. Tämä valittiin maantieteellisesti ja ajallisesti relevantista tutkimusaineistosta pohjoisen Itämeren piiristä. Tiedot lounaisen Suomen rakennuksista ja rakennusteknologiasta katsottiin olevan tärkein osa mallia johtuen historiallisesta ja spatiaalisesta jatkuvuudesta. Lähdemalli yhdistettiin sitten Mullin arkeologiseen aineistoon ja analyysin tuloksena saatiin rakennusten ennallistukset. Mullista on voitu ennallistaa ainakin kuusi eri rakennusta neljässä eri rakennuspaikassa. Rakennusteknologia perustui kattoa kannattaviin horisontaalisiin pitkiin seinähirsiin, jotka oli nurkissa yhdistetty joko salvoksella tai varhopatsaalla. Kaikissa rakennuksissa ulkoseinän pituus oli 5 – 7 metriä. Löydettiin lisäksi savi- ja puulattioita sekä kaksi tulisijaa, savikupoliuuni ja avoin liesi. Runsaan palaneen saven perusteella on mahdollista päätellä, että katto oli mitä todennäköisimmin kaksilappeinen vuoliaiskatto, joka oli katettu puulla ja/tai turpeella. Kaikki rakennukset olivat samaa tyyppiä ja ne käsittivät isomman huoneen ja kapean eteisen. Kaikki analysoitu puu oli mäntyä. Ulkoalueelta tavattiin lisäksi tunkioita, ojia, aitoja ja erilaisia varastokuoppia. Rakennukset on ajoitettu 900-luvun lopulta 1200-luvun lopulle (cal AD). Lopuksi tutkittiin rakennuksia yhteisöllisessä ympäristössään, niiden ajallista asemaa sekä asukkaiden erilaisia spatiaalisia kokemuksia ja yhteyksiä. Raision Ihalaa analysoidaan sosiaalisen identiteetin ja sen materiaalisten ilmenemismuotojen kautta. Nämä sosiaaliset identiteetit muodostuvat kommunikaatioverkostoista eri spatiaalisilla ja yhteisöllisillä ta¬soilla. Näitä eri tasoja ovat: 1) kotitalous arjen toimintoineen, perhe ja sukulaisuussuhteet traditioineen; 2) paikallinen identiteetti, rakennus, rakennuspaikka, asuinpaikan ympäristö ja sen käyttö, (maa)talo ja kylä; 3) Raision Ihalan kylä laajemmassa alueellisessa kontekstissaan pohjoisen Itämeren piirissä: kauppiaiden ja käsityöläisten kontaktiverkostot, uskonnollinen identiteetti ja sen muutokset.

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We present an analytical procedure to perform the local noise analysis of a semiconductor junction when both the drift and diffusive parts of the current are important. The method takes into account space-inhomogeneous and hot-carriers conditions in the framework of the drift-diffusion model, and it can be effectively applied to the local noise analysis of different devices: n+nn+ diodes, Schottky barrier diodes, field-effect transistors, etc., operating under strongly inhomogeneous distributions of the electric field and charge concentration

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We present an analytical procedure to perform the local noise analysis of a semiconductor junction when both the drift and diffusive parts of the current are important. The method takes into account space-inhomogeneous and hot-carriers conditions in the framework of the drift-diffusion model, and it can be effectively applied to the local noise analysis of different devices: n+nn+ diodes, Schottky barrier diodes, field-effect transistors, etc., operating under strongly inhomogeneous distributions of the electric field and charge concentration

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A theoretical model for the noise properties of n+nn+ diodes in the drift-diffusion framework is presented. In contrast with previous approaches, our model incorporates both the drift and diffusive parts of the current under inhomogeneous and hot-carrier conditions. Closed analytical expressions describing the transport and noise characteristics of submicrometer n+nn+ diodes, in which the diode base (n part) and the contacts (n+ parts) are coupled in a self-consistent way, are obtained

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We have analyzed the shot noise of electron emission under strong applied electric fields within the Landauer-Bttiker scheme. In contrast to the previous studies of vacuum-tube emitters, we show that in new generation electron emitters, scaled down to the nanometer dimensions, shot noise much smaller than the Schottky noise is observable. Carbon nanotube field emitters are among possible candidates to observe the effect of shot-noise suppression caused by quantum partitioning.

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In our previous studies we have described that ST3Gal III transfected pancreatic adenocarcinoma Capan-1 and MDAPanc-28 cells show increased membrane expression levels of sialyl-Lewis x (SLex) along with a concomitant decrease in α2,6-sialic acid compared to control cells. Here we have addressed the role of this glycosylation pattern in the functional properties of two glycoproteins involved in the processes of cancer cell invasion and migration, α2β1 integrin, the main receptor for type 1 collagen, and E-cadherin, responsible for cell-cell contacts and whose deregulation determines cell invasive capabilities. Our results demonstrate that ST3Gal III transfectants showed reduced cell-cell aggregation and increased invasive capacities. ST3Gal III transfected Capan-1 cells exhibited higher SLex and lower α2,6-sialic acid content on the glycans of their α2β1 integrin molecules. As a consequence, higher phosphorylation of focal adhesion kinase tyrosine 397, which is recognized as one of the first steps of integrin-derived signaling pathways, was observed in these cells upon adhesion to type 1 collagen. This molecular mechanism underlies the increased migration through collagen of these cells. In addition, the pancreatic adenocarcinoma cell lines as well as human pancreatic tumor tissues showed colocalization of SLex and E-cadherin, which was higher in the ST3Gal III transfectants. In conclusion, changes in the sialylation pattern of α2β1 integrin and E-cadherin appear to influence the functional role of these two glycoproteins supporting the role of these glycans as an underlying mechanism regulating pancreatic cancer cell adhesion and invasion

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Tutkimuksen tavoitteena oli tarkastella yksilön työmotivaation ja osaami-sen muodostumista organisaatiossa. Lisäksi tutkimuksessa on tarkasteltu tiettyjen työmotivaatioon ja työssä oppimiseen vaikuttavien itse työhön, sekä organisaatioon liittyvien tekijöiden merkitystä näiden kehittymisessä. Tutkimuksella haluttiin ottaa osaa keskusteluun aineettoman, inhimillisen pääoman tärkeydestä organisaatioille kilpailukyvyn luojana. Aineettoman pääoman on sanottu saavan aikaan suuren osan yrityksen kasvusta ja sen arvonnoususta, joten se vaikuttaa keskeisesti organisaation strategiaan ja kilpailukykyyn (Lönnqvist et al. 2005: 61–63). Palveluryityksen tuote perus-tuu tietoon ja henkilöstön tärkeimmäksi ominaisuudeksi nousee tällöin osaaminen (Halonen, 2001: 78). Tämän vuoksi oppiminen organisaatiossa on tutkimuksessa erityisen huomion kohteena, koska sen rooli työmotivaa-tion näkökulmasta on merkittävä ja sen kautta luodaan osaamista. Osaa-mista, joka koostuu tiedoista, taidoista, asenteista, kokemuksista ja kon-takteista, voi syntyä oppimisen kautta (Sydänmaanlakka, 2001: 14) Osaamisen kautta pystytään rakentamaan myös sisäistä, pidempikestoista motivaatiota. Tutkimus on kvalitatiivinen tapaustutkimus, jossa motivaatiota ja työssä oppimista on tarkasteltu lähemmin kohdeyrityksen valitun työntekijäryh-män kautta. Tutkimusmenetelminä on käytetty puolistrukturoitua teema-haastattelua ja kyselylomaketta.

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Ammattikorkeakoulu on asiantuntijaorganisaatio, joka tietointensiivisenä organisaationa muodostaa haastavan mittausympäristön. Tämän tutkimuksen tavoitteena oli rakentaa ammattikorkeakoulun koulutusohjelmille suorituskyvyn analysointijärjestelmä. Tutkimuksen toissijaisena tavoitteena oli suorituskyvyn mittaamisen avulla luoda perusta oikeudenmukaiselle ja tasapuoliselle palkitsemisjärjestelmälle. Tutkimuksessa käytettiin pääasiassa konstruktiivista tutkimusotetta, mutta tutkimusote voidaan nähdä vahvasti myös toiminta-analyyttisenä. Tutkimuksen teoriaosassa käsitellään suorituskyvyn analysointijärjestelmän suunnittelua ja käyttöönottoa asiantuntijaorganisaatiossa. Lisäksi perehdytään suorituskyvyn mittaamisen teoriaan ja asiantuntijaorganisaatioita käsittelevään kirjallisuuteen. Tutkimuksen käytännön osassa suorituskyvyn analysointijärjestelmä rakennettiin ja implementoitiin kolmeen case-organisaation koulutusohjelmaan. Kehitetty suorituskyvyn analysointijärjestelmä koostuu kuudesta mittausnäkökulmasta: uudistuminen ja työkyky, opetus, kansainvälisyys, T&K ja maksullinen palvelutoiminta, talous ja vaikuttavuus. Suorituskyvyn analysointijärjestelmän mittausnäkökulmiin määritettiin 16 kriittistä menestystekijää ja niitä mittaamaan valittiin 25 mittaria. Lisäksi tutkimuksessa löydettiin koulutusohjelman ja henkilöstön oikeudenmukaiseen ja tasapuoliseen palkitsemiseen soveltuvia mittareita.

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The aim of this study was to characterize the cellular mechanisms leading to the beneficial effect of anti-oxidative gene therapy and pro-angiogenic stem cell therapy in acute peripheral ischemia. Post-ischemic events aim to re-establish tissue blood perfusion, to clear cellular debris, and to regenerate lost tissue by differentiation of satellite cells into myoblasts. Although leukocytes have an essential role in clearing cellular debris and promoting angiogenesis, they also contribute to tissue injury through excessive ROS production. First, we investigated the therapeutic properties of extracellular superoxide dismutase (SOD3) gene transfer. SOD3 was shown to reduce oxidative stress, to normalize glucose metabolism, and to enhance cell proliferation in the ischemic muscle. Analysis of the mitogenic Ras-Erk1/2 pathway showed SOD3 mediated induction offering a plausible explanation for enhanced cell proliferation. In addition, SOD3 reduced NF-κB activity by enhancing IκBα expression thus leading to reduced expression of inflammatory cytokines and adhesion molecules with consequent reduction in macrophage infiltration. Secondly, we sought to determine the fate and the effect of locally transplanted mesenchymal stem/stromal cells (MSCs) in acute ischemia. We showed that a vast majority of the transplanted cells are cleared from the injury site within 24 hours after local transplantation. Despite rapid clearance, transplantation was able to temporarily promote angiogenesis and cell proliferation in the muscle. Lack of graft-derived growth factor expression suggests other than secretory function to mediate this observed effect. In conclusion, both SOD3 and MSCs could be utilized to alleviate peripheral ischemia induced tissue injury. We have described a previously unidentified growth regulatory role for SOD3, and suggest a novel mechanism whereby transplanted MSCs enhance the reparative potential of the recipient tissue through physical contacts.

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Tutkimuksen tarkoituksena on selvittää yliopistoissa toteutettujen sopimustutkimushankkeiden osapuolten väliset keskinäiset oikeudet ja velvollisuudet korkeakoulukeksintölain aikana. Tarkastelu tehdään pääosin yliopiston näkökulmasta ja apuna käytetään sopimusverkkoajattelua. Tutkimus on toteutettu tutkimuksen luonteen ja laajuuden vuoksi pääosin kirjallisuustutkimuksena. Korkeakoulukeksintölaki on selkeyttänyt yliopistotutkimukseen liittyvää oikeudellista tilaa tuodessaan yliopiston tutkimushenkilöstön ja muissa organisaatioissa työskentelevien tutkijoiden oikeudet ja velvollisuudet lähemmäksi toisiaan. Yliopistolla on haastava rooli sopimustutkimukseen liittyvän sopimusverkon keskiössä. Sen täytyy huolehtia, että tutkimushankkeissa mukana olevien tahojen kanssa tehdyt sopimukset eivät ole ristiriidassa keskenään ja että se pystyy täyttämään velvollisuutensa kaikkia sopimuskumppaneitaan kohtaan.

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This thesis is about the educational purpose of foreign language teaching (FLT) in an increasingly internationalised world.The past 20-30 years have witnessed a fundamental rethinking of the aims of FLT, entailing a shift in emphasis from linguistic competence over communicative competence to intercultural competence. The growing emphasis on cultural issues, called for by research and international curricular documents, places new demandson language teachers. The overall aim of this study is to deepen the knowledge about the attitudes of teachers at the upper level of the Finland-Swedish comprehensive school towards the treatment of culture in English foreign language (EFL) teaching. The questions in focus are: 1) How do teachers interpret the concept"culture" in EFL-teaching?, 2) How do they specify the cultural objectives of their teaching? and 3) What do they do to attain these objectives? The thesis strives to reveal whether or not language teaching today can be describedas intercultural, in the sense that culture is taught with the aim of promotingintercultural understanding, tolerance and empathy. This abductive and largely exploratory study is placed within a constructivist and sociocultural framework,and is inspired by both phenomenography and hermeneutics. It takes its starting-point in language didactics, and can also be regarded as a contribution to teacher cognition research. The empirical data consists of verbatim transcribed interviews with 13 Finland-Swedish teachers of English at grades 7-9. The findings are presented according to three orientations and reviewed with reference to the 2004 Finnish National Framework Curriculum. Within the cognitive orientation, "culture" is perceived as factual knowledge, and the teaching of cultureis defined in terms of the transmission of knowledge, especially about Britain and the USA (Pedagogy of Information). Within the action-related orientation, "culture" is seen as skills of a social and socio-linguistic nature, andthe teaching aims at preparing the students for contacts with people from the target language areas (Pedagogy of Preparation). Within the affective orientation, which takes a more holistic approach, "culture" is seen as a bi-directional perspective. Students are encouraged to look at their own familiar culture from another perspective, and learn to empathise with and show respect for otherness in general, not just concerning representatives of English-speaking countries (Pedagogy of Encounter). Very few of the interviewed teachers represent the third approach, which is the one that can be characterised as truly intercultural. The study indicates that many teachers feel unsure about how to teach culture in an appropriate and up-to-date manner. This is attributed to, among other things, lack of teacher insights as well as lack of time and adequate material. The thesis ends with a set of recommendations as to how EFL could be developed ina more intercultural direction.

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The aim of this study is to explore how a new concept appears inscientific discussion and research, how it diffuses to other fields and out of the scientific communities, and how the networks are formed around the concept. Text and terminology take the interest of a reader in the digital environment. Texts create networks where the terminology used is dependent on the ideas, viewsand paradigms of the field. This study is based mainly on bibliographic data. Materials for bibliometric studies have been collected from different databases. The databases are also evaluated and their quality and coverage are discussed. The thesauri of those databases that have been selected for a more in depth study have also been evaluated. The material selected has been used to study how long and in which ways an innovative publication, which can be seen as a milestone in a specific field, influences the research. The concept that has been chosen as a topic for this research is Social Capital, because it has been a popular concept in different scientific fields as well as in everyday speech and the media. It seemed to be a `fashion concept´ that appeared in different situations at the Millennium. The growth and diffusion of social capital publications has been studied. The terms connected with social capital in different fields and different stages of the development have also been analyzed. The methods that have been used in this study are growth and diffusion analysis, content analysis, citation analysis, coword analysis and cocitation analysis. One method that can be used tounderstand and to interpret results of these bibliometric studies is to interview some key persons, who are known to have a gatekeeper position in the diffusion of the concept. Thematic interviews with some Finnish researchers and specialists that have influenced the diffusion of social capital into Finnish scientificand social discussions provide background information. iv The Milestone Publications on social capital have been chosen and studied. They give answers to the question "What is Social Capital?" By comparing citations to Milestone Publications with the growth of all social capital publications in a database, we can drawconclusions about the point at which social capital became generally approved `tacit knowledge´. The contribution of the present study lies foremost in understanding the development of network structures around a new concept that has diffused in scientific communities and also outside them. The network means both networks of researchers, networks of publications and networks of concepts that describe the research field. The emphasis has been on the digital environment and onthe socalled information society that we are now living in, but in this transitional stage, the printed publications are still important and widely used in social sciences and humanities. The network formation is affected by social relations and informal contacts that push new ideas. This study also gives new information about using different research methods, like bibliometric methods supported by interviews and content analyses. It is evident that interpretation of bibliometric maps presupposes qualitative information and understanding of the phenomena under study.

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Although social capital and health have been extensively studied during the last decade, there are still open issues in current empirical research. These concern for instance the measurement of the concept in different contexts, as well as the association between different types of social capital and different dimensions of health. The present thesis addressed these questions. The general aim was to promote the understanding of social capital and health by investigating the oldest old and the two major language groups in Finland, Swedish- and Finnish-speakers. Another aim was to contribute to the discussion on methodological issues in social capital and health research. The present thesis investigated two empirical data sets, Umeå 85+ and Health 2000. The Umeå 85+ study was a cross-sectional study of 163 individuals aged 85, 90, and 95 or older, living in the municipality of Umeå, Sweden, in the year of 2000. The Health 2000 survey was a national study of 8,028 persons aged 30 or above carried out in Finland in 2000-2001. Different indicators of structural (e.g. social contacts) and cognitive (e.g. trust) social capital, as well as health indicators were used as variables in the analyses. The Umeå 85+ data set was analyzed with factor analysis, as well as univariate and multivariate analysis of variance. The Health 2000 data was analyzed with logistic regression techniques. The results showed that the Swedish-speakers in the Finnish data set Health 2000 had consistently higher prevalence of social capital compared to the Finnish-speakers even after controlling for central sociodemographic variables. The results further showed that even if the language group differences in health were small, the Swedishspeakers experienced in general better self-reported health compared with the Finnish-speakers. Common sociodemographic variables could not explain these observed differences in health. The results imply that social capital is often, but not always, associated with health. This was clearly seen in the Umeå 85+ data set where only one health indicator (depressive symptoms) was associated with structural social capital among the oldest old. The results based on the analysis of the Health 2000 survey demonstrated that the cognitive component of social capital was associated with self-rated health and psychological health rather than with participation in social activities and social contacts. In addition, social capital statistically reduced the health advantage especially for Swedish-speaking men, indicating that high prevalence of social capital may promote health. Finally, the present thesis also discussed the issue of methodological challenges faced with when analyzing social capital and health. It was suggested that certain components of social capital such as bonding and bridging social capital may be more relevant than structural and cognitive components when investigating social capital among the two language groups in Finland. The results concerning the oldest old indicated that the structural aspects of social capital probably reflect current living conditions, whereas cognitive social capital reflects attitudes and traits often acquired decades earlier. This is interpreted as an indication of the fact that structural and cognitive social capital are closely related yet empirically two distinctive concepts. Taken together, some components of social capital may be more relevant to study than others depending on which population group and age group is under study. The results also implied that the choice of cut-off point of dichotomization of selfrated health has an impact on the estimated effects of the explanatory variables. When the whole age interval, 35-64 years, was analyzed with logistic regression techniques the choice of cut-off point did not matter for the estimated effects of marital status and educational level. The results changed, however, when the age interval was divided into three shorter intervals. If self-rated health is explored using wide age intervals that do not account for age-dependent covariates there is a risk of drawing misleading conclusions. In conclusion, the results presented in the thesis suggest that the uneven distribution of social capital observed between the two language groups in Finland are of importance when trying to further understand health inequalities that exist between Swedish- and Finnish-speakers in Finland. Although social capital seemed to be relevant to the understanding of health among the oldest old, the meaning of social capital is probably different compared to a less vulnerable age group. This should be noticed in future empirical research. In the present thesis, it was shown that the relationship between social capital and health is complex and multidimensional. Different aspects of social capital seem to be important for different aspects of health. This reduces the possibility to generalize the results and to recommend general policy implementations in this area. An increased methodological awareness regarding social capital as well as health are called for in order to further understand the cfomplex association between them. However, based on the present data and findings social capital is associated with health. To understand individual health one must also consider social aspects of the individuals’ environment such as social capital.

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Robotic grasping has been studied increasingly for a few decades. While progress has been made in this field, robotic hands are still nowhere near the capability of human hands. However, in the past few years, the increase in computational power and the availability of commercial tactile sensors have made it easier to develop techniques that exploit the feedback from the hand itself, the sense of touch. The focus of this thesis lies in the use of this sense. The work described in this thesis focuses on robotic grasping from two different viewpoints: robotic systems and data-driven grasping. The robotic systems viewpoint describes a complete architecture for the act of grasping and, to a lesser extent, more general manipulation. Two central claims that the architecture was designed for are hardware independence and the use of sensors during grasping. These properties enables the use of multiple different robotic platforms within the architecture. Secondly, new data-driven methods are proposed that can be incorporated into the grasping process. The first of these methods is a novel way of learning grasp stability from the tactile and haptic feedback of the hand instead of analytically solving the stability from a set of known contacts between the hand and the object. By learning from the data directly, there is no need to know the properties of the hand, such as kinematics, enabling the method to be utilized with complex hands. The second novel method, probabilistic grasping, combines the fields of tactile exploration and grasp planning. By employing well-known statistical methods and pre-existing knowledge of an object, object properties, such as pose, can be inferred with related uncertainty. This uncertainty is utilized by a grasp planning process which plans for stable grasps under the inferred uncertainty.

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Tutkielman tavoitteena oli selvittää teknologiansiirrosta vuorovaikutusnäkökulmasta tehdyt empiiriset tutkimukset systemaattisen kirjallisuuskatsauksen avulla. Teoreettinen näkökulma perustui vuorovaikutteisten innovaatioverkostojen rakentamista yliopistojen, yritysten ja valtion välille korostavaan Triple Helix -viitekehykseen. Valtion ohjaava rooli rajattiin tutkielman ulkopuolelle. Tutkimuskysymykset olivat miten teknologiansiirtoa on empiirisesti tutkittu yliopistojen ja yritysten välisenä vuorovaikutuksena, mitkä ovat yliopistojen ja yritysten väliset vuorovaikutusmuodot ja miten teknologiansiirtoa kannattaisi tutkia. Tutkimuksista koostuva aineisto hankittiin systemaattisella kirjallisuushaulla. Aineisto rajattiin teknologiansiirtoa vuorovaikutusnäkökulmasta tutkineisiin empiirisiin tutkimuksiin. Analysointimenetelmänä käytettiin sisällönanalyysiä. Tulosten perusteella teknologiansiirron tutkimisen teoreettisia lähestymistapoja olivat yrittäjyyssuuntautuneisuuteen yliopistoissa kannustava ”entrepreneurial university” -suuntaus, innovaatiot ja innovaatiojärjestelmät, tutkijoiden ominaisuudet ja sosiaalinen pääoma, vuorovaikutus- ja tiedonsiirtoprosessit, organisationaalinen oppiminen ja yliopiston teknologiansiirtopolitiikat. Teknologiansiirtoa oli tutkittu enemmän yliopisto- kuin yritysnäkökulmasta. Tutkimuksista puolet otti huomioon hiljaisen tiedon siirrettävyyden vain vuorovaikutuksen avulla. Tutkielman tuloksena tunnistettiin 34 erilaista vuorovaikutusmuotoa teknologiansiirrossa yliopistojen ja yritysten välillä. Tutkituimmat vuorovaikutusmuodot olivat patentit ja lisenssit, asiantuntija-apu ja konsultointi, epämuodolliset kontaktit ja verkostot, yliopistojen spin-off-yritykset ja sopimustutkimus. Tutkimusyhteistyötä oli tutkittu suhteellisen vähän. Teknologiansiirron tehokkuutta kannattaisi tutkia yritysnäkökulmasta selvittämällä tutkimusyhteistyön ja innovaatioiden välinen yhteys. Teknologiansiirtoa vuorovaikutusprosessina kannattaisi tutkia kaikkien siihen osallistuvien sidosryhmien näkökulmista. Teknologiansiirtoprojektien onnistumiseen vaikuttavia tekijöitä voisi selvittää vertailevien tapaustutkimusten avulla. Tiedonsiirtoprosessiin liittyvää vuorovaikutusta ei prosessina kannattaisi tutkia irrallisena ilmiönä siihen liittyvistä tiedonsiirto-olosuhteista. Vuorovaikutusmuotojen määrä suomalaisessa teknologiansiirrossa olisi tutkimisen arvoinen asia. Vuorovaikutusmuotojen lukumäärän selvittämisellä voisi arvioida yhteistyösuhteen syvyyttä yliopistojen ja yritysten välillä. Yritykset tulisi nähdä aktiivisina toimijoina teknologiansiirrossa, ja teknologiansiirtoa tulisi tutkia myös yritysten näkökulmasta.