Innovation Ecosystem Perspectives on Financial Services Innovation

The context of financial services has been characterised by changes in the regulatory, technological and societal landscape. Consumers are increasingly interested in mobile payments, crowdfunding and microfinance services, either for themselves or because collaborative consumption is viewed as a more sustainable. Retail branches are re-organised to further meet the expectations of customers, start-ups focusing on technology for financial services (i.e. Fintech) are ever growing and financial services companies reinforce their own innovation practices (e.g. creation of innovation labs or venture capital investment funds). The innovation ecosystem around financial services companies represents the many actors with whom they can co-create and co-produce innovative new services for their customers (or for themselves). The innovation process is no longer a closed internal effort but needs to include external actors from the innovation ecosystem. This topic is especially interesting in a small and open economy where the financial centre takes a prominent place in the economy. The research question is therefore “How does the innovation ecosystem influence the innovation process within financial services companies?”. The influence of the innovation ecosystem on the innovation process within financial service companies mainly comes from its social capital and value creation efforts. However learning to work and exchange in an innovation ecosystem is also expected to influence the innovation process in place. Realizing the potential of the innovation ecosystem requires sufficient capabilities to manage new information coming from the innovation ecosystem. The professional associations provide the necessary coordination among actors in the innovation ecosystem to co-create and appropriate value, while fostering co-evolution within the innovation ecosystem.

The role of import intermediary companies in the Russian imports from the EU A case study of a Russian industrial company’s point of view on import intermediaries

The literature on agency suggests different implications for the use of export intermediaries. However, only few studies provide a view on import intermediaries. This thesis tries for its part to fill this research gap by studying the import intermediaries in the EU–Russia trade from a Russian industrial company’s point of view. The aim is to describe import intermediation and explain the need for import intermediary companies in the EU–Russia trade. The theoretical framework of this thesis originates from an article by Peng and York (2001), in which they study the performance of export intermediaries. This thesis applies resource-based theory, transaction cost theory and agency cost theory, following the idea of Peng and York. The resource-based theory approach is utilised for describing an ideal import intermediary company, and transaction cost theory provides a basis for understanding the benefits of using the services of import intermediary companies, while agency cost theory is applied in order to understand the risks the Russian industrial company faces when it decides to use the services of import intermediaries. The study is performed in the form of a case interview with a representative of a major Russian metallurgy company. The results of the study suggest that an ideal intermediary has the skills required specifically for the imports process, in order to save time and money of the principal company. The intermediary company helps reducing the amount of time the managers and the staff of the principal company use to make imports possible, thus reducing the salary costs and providing the possibility to concentrate on the company’s core competencies. The benefits of using the services of import intermediary companies are the reduced transaction costs, especially salary costs that are minimised because of the effectiveness and specialisation of import intermediaries. Intermediaries are specialised in the imports process and thus need less time and resources to organise the imports. They also help to reduce the fixed salary costs, because their services can be used only when needed. The risks of being misled by intermediaries are minimised by the competition on the import intermediary market. In case an intermediary attempts fraud, it gets replaced by its rival.

Management of Customer Co-development in Business-to-Business Markets

Management of customer co-development means involving customers in the development of new products and services, and coordinating the process. In business-tobusiness markets, customer co-development enables the development of innovations that better match customer needs and strengthens customer relationships. However, close collaboration with customers can hamper the innovativeness of new products and lead to overly customized solutions. Therefore, the management of co-development is crucial to its success. Yet the existing research on management of co-development has mainly focused on selecting the right collaboration partners, and the field lacks understanding on how to manage the tensions inherent in customer co-development. The purpose of this thesis is to increase understanding on the management of the codevelopment. The thesis is divided into two parts. The first comprises the literature review and conclusions for the whole study, and the second presents four publications. From the methodological perspective, the research papers follow exploratory qualitative research design. The empirical data comprise interviews with 60 persons, representing 25 different organizations, and a group of 11 end users. The study conceptualizes management of customer co-development in three dimensions 1) relational co-development processes, 2) co-development challenges and paradoxes, and 3) internal customer involvement processes. The findings contribute to the customersupplier relationship, innovation, and marketing management literatures by providing a framework on supplier-customer co-development, addressing co-development paradoxes and their management processes, and suggesting practices for customer involvement. For practitioners, the findings provide tools to manage the challenges related to codevelopment with customers.

Why are some companies more successful than others? An exploration into organizational culture and dynamic capabilities

Why are some companies more successful than others? This thesis approaches the question by enlisting theoretical frameworks that explain the performance with internal factors, deriving from the resource-based view, namely the dynamic capabilities approach. To deepen the understanding of the drivers and barriers towards developing these higher order routines aiming at improving the operational level routines, this thesis explores the organisational culture and identity research for the microfoundational antecedents that might shed light on the formation of the dynamic capabilities. The dynamic capabilities framework in this thesis strives to take the theoretical concept closer to practical applicability. This is achieved through creation of a dynamic capabilities matrix, consisting of four dimensions often encountered in dynamic capabilities literature. The quadrants are formed along internal-external and resources-abilities axes, and consist of Sensing, Learning, Reconfiguration and Partnering facets. A key element of this thesis is the reality continuum, which illustrates the different levels of reality inherent in any entity of human individuals. The theoretical framework constructed in the thesis suggests a link between the collective but constructivist understanding of the organisation and both the operational and higher level routines, evident in the more positivist realm. The findings from three different case organisations suggest that the constructivist assumptions inherent to an organisation function as a generative base for both drivers and barriers towards developing dynamic capabilities. From each organisation one core assumption is scrutinized to identify its connections to the four dimensions of the dynamic capabilities. These connections take the form of drivers or barriers – or have the possibility to develop into one or the other. The main contribution of this thesis is to show that one key for an organisation to perform well in a turbulent setting, is to understand the different levels of realities inherent in any group of people. Recognising the intangible levels gives an advantage in the tangible ones.

A Research of Resource Scheduling Algorithm Based on Hadoop

With the development of electronic devices, more and more mobile clients are connected to the Internet and they generate massive data every day. We live in an age of “Big Data”, and every day we generate hundreds of million magnitude data. By analyzing the data and making prediction, we can carry out better development plan. Unfortunately, traditional computation framework cannot meet the demand, so the Hadoop would be put forward. First the paper introduces the background and development status of Hadoop, compares the MapReduce in Hadoop 1.0 and YARN in Hadoop 2.0, and analyzes the advantages and disadvantages of them. Because the resource management module is the core role of YARN, so next the paper would research about the resource allocation module including the resource management, resource allocation algorithm, resource preemption model and the whole resource scheduling process from applying resource to finishing allocation. Also it would introduce the FIFO Scheduler, Capacity Scheduler, and Fair Scheduler and compare them. The main work has been done in this paper is researching and analyzing the Dominant Resource Fair algorithm of YARN, putting forward a maximum resource utilization algorithm based on Dominant Resource Fair algorithm. The paper also provides a suggestion to improve the unreasonable facts in resource preemption model. Emphasizing “fairness” during resource allocation is the core concept of Dominant Resource Fair algorithm of YARM. Because the cluster is multiple users and multiple resources, so the user’s resource request is multiple too. The DRF algorithm would divide the user’s resources into dominant resource and normal resource. For a user, the dominant resource is the one whose share is highest among all the request resources, others are normal resource. The DRF algorithm requires the dominant resource share of each user being equal. But for these cases where different users’ dominant resource amount differs greatly, emphasizing “fairness” is not suitable and can’t promote the resource utilization of the cluster. By analyzing these cases, this thesis puts forward a new allocation algorithm based on DRF. The new algorithm takes the “fairness” into consideration but not the main principle. Maximizing the resource utilization is the main principle and goal of the new algorithm. According to comparing the result of the DRF and new algorithm based on DRF, we found that the new algorithm has more high resource utilization than DRF. The last part of the thesis is to install the environment of YARN and use the Scheduler Load Simulator (SLS) to simulate the cluster environment.

Implementation of an Integrated Activity-Based Costing in a Holistic Database Management System and its Implications for Operations Management

Diplomityössä on tutkittu reaaliaikaisen toimintolaskennan toteuttamista suomalaisen lasersiruja valmistavan PK-yrityksen tietojärjestelmään. Lisäksi on tarkasteltu toimintolaskennan vaikutuksia operatiiviseen toimintaan sekä toimintojen johtamiseen. Työn kirjallisuusosassa on käsitelty kirjallisuuslähteiden perusteella toimintolaskennan teorioita, laskentamenetelmiä sekä teknisessä toteutuksessa käytettyjä teknologioita. Työn toteutusosassa suunniteltiin ja toteutettiin WWW-pohjainen toimintolaskentajärjestelmä case-yrityksen kustannuslaskennan sekä taloushallinnon avuksi. Työkalu integroitiin osaksi yrityksen toiminnanohjaus- sekä valmistuksenohjausjärjestelmää. Perinteisiin toimintolaskentamallien tiedonkeruujärjestelmiin verrattuna case-yrityksessä syötteet toimintolaskentajärjestelmälle tulevat reaaliaikaisesti osana suurempaa tietojärjestelmäintegraatiota.Diplomityö pyrkii luomaan suhteen toimintolaskennan vaatimusten ja tietokantajärjestelmien välille. Toimintolaskentajärjestelmää yritys voi hyödyntää esimerkiksi tuotteiden hinnoittelussa ja kustannuslaskennassa näkemällä tuotteisiin liittyviä kustannuksia eri näkökulmista. Päätelmiä voidaan tehdä tarkkaan kustannusinformaatioon perustuen sekä määrittää järjestelmän tuottaman datan perusteella, onko tietyn projektin, asiakkuuden tai tuotteen kehittäminen taloudellisesti kannattavaa.

Institutionaalinen luottamus - yrityksen ei-henkilöityvä luottamuksen ulottuvuus työntekijän näkökulmasta

Ylläpitääkseen kilpailuetua ja menestyäkseen markkinoilla yritysten tulee teknologisen ja liiketoimintaosaamisen lisäksi hallita tehokas sisäinen toimintansa. Tieto on tärkein tuotannontekijä ja sen jakaminen yrityksessä onkriittistä innovaatioiden syntymisen kannalta. Luottamus edistää tiedon luomista ja jakamista. Luottamusta yrityksissä on tutkittu pääasiassa henkilöiden välisenä luottamuksena omiin esimiehiin ja kollegoihin. Kansainvälisistä omistaja- jamuista yritysjärjestelyistä johtuen yritysten sisäinenkin toiminta on usein maantieteellisesti hajautettua, mikä vähentää henkilöiden välisten luottamussuhteiden syntymistä. Tällaisissa tilanteissa yritykseen itseensä kohdistuva ei-henkilöityvä luottamus täydentää tutkimusten mukaan vähäisiä henkilöiden välisiä luottamussuhteita. Yrityksen ei-henkilöityvää luottamusta on tutkittu vain vähän ja kokonaisvaltaista teoriapohjaista ja/tai empiiristä tutkimusta ei ole tehty tai sitä ei ole raportoitu. Tässä pro gradu -tutkielmassa tutkittiin, mitä yrityksen institutionaalinen luottamus on ja mistä se muodostuu. Tutkielman teoriatausta nousee sosiologian, taloustieteen ja sosiaalipsykologian eri teorioista sekä aikaisemmasta monitieteisestä luottamustutkimuksesta. Empiirinen aineisto kerättiin neljässä fokusryhmäkeskustelussa ja aineisto analysoitiin sekä aineistolähtöisesti että teoriaohjaavasti hyödyntäen ATLAS.ti kvalitatiivisen aineiston analyysiohjelmaa. Työn keskeisenä tuloksena oli teorian ja empirian synteesinä muodostunutyrityksen institutionaalisen luottamuksen määritelmä. Yrityksen institutionaalisella luottamuksella tarkoitetaan yksilön odotuksia työnantajayrityksen kyvykkyydelle ja oikeudenmukaisuudelle. Kyvykkyydellä tarkoitetaan yrityksen havaittua kyvykkyyttä menestyä markkinoilla jatkuvasti ja organisoida sisäinen toimintansa tehokkaasti ja varmasti. Oikeudenmukaisuudella tarkoitetaan koettua oikeudenmukaista henkilöstöpolitiikkaa ja hyvää työnantajamainetta.

Careers of Managers, Comparison between ICT and Paper Business Sectors

The purpose of this study is to increase understanding of how the managers build their early career in information and communication technology industry (ICT business sector) and pulp- and paper industry (paper business sector). The focus of the study is to explore the importance differing a business sectors have in influencing managerial careers. Business sectors can affect careers in several ways.Sectors have different history and traditions. Also the age structure of ICT personnel differs from the age structure of personnel in the paper industry. Managers in the ICT and paper sector are technically educated but in different disciplines. Differences exist also in ways of recruiting and developing commitment inpersonnel. The target group of this research, middle management engineering personnel, work in Finnish ICT and paper companies. Research data were gathered in April-December 2002 in South-Karelia by interviewing 30 managers and six directors working in three Finnish ICT companies and in three paper companies. The research issue is approached on two levels: the individual level and the organizational level. The managers related their career stories in focused interviews. Directors, representing the organizations, described the generalities of the business sector and gave background information on company policies, human relationshippractices, as well as career and human resource development. Results of the study contribute to research discussions of career, life-span reasoning, socialization and commitment. Career is conceived as a series of positions including everykind of hierarchical mobility and all kinds of positions in work. A manager's career develops in interaction with the organization and it can be seen as involving a socializing process in an organization as a consequence of experiences andchanges in positions. This research contributes to the understanding of the nature of career in the context of two business sectors. Universal career theories,for the most part, do not perceive the importance of business sector in determining career experience. This study concentrates on describing and understanding early careers in two different business areas, elements committing managers to particular business sectors and the actions of companies in that particular sector. While career research began in the middle of 1950s, the theoretical basis of career research seems to be quite fragmented still. However, a dichotomy is consistently presented between traditional, hierarchical career research and boundaryless career thinking. In this research we examine how these old and new career concepts are evidence in the ICT and paper sectors. Careers are changing from formal, hierarchy-based structures to more fluid arrangements. The new boundaryless career concept captures territory from old career thinking. Mobility between employers, networks, and changing hierarchical structures in organizations, as well as personal and family reasons are theorized to bring changes to careers patterns in the future. However, the pace of this change in careers will vary between the ICT and paper business sectors. Findings of this research indicate that business sector has an effect on how managerial careers develop. The environment where career is developed differs between ICT and paper sectors. Careers begin differently in the two environments and the speed of career progression is distinct. ICT careers are built within the business sector whereas paper careers are made inside one company. Also recruiting and socialization practices differ from one sector to the other.

Logging residues from regeneration fellings for biofuel production - a GIS-based availability and supply cost analysis

Finland has large forest fuel resources. However, the use of forest fuels for energy production has been low, except for small-scale use in heating. According to national action plans and programs related to wood energy promotion, the utilization of such resources will be multiplied over the next few years. The most significant part of this growth will be based on the utilization of forest fuels, produced from logging residues of regeneration fellings, in industrial and municipal power and heating plants. Availability of logging residues was analyzed by means of resource and demand approaches in order to identify the most suitable regions with focus on increasing the forest fuel usage. The analysis included availability and supply cost comparisons between power plant sites and resource allocation in a least cost manner, and between a predefined power plant structure under demand and supply constraints. Spatial analysis of worksite factors and regional geographies were carried out using the GIS-model environment via geoprocessing and cartographic modeling tools. According to the results of analyses, the cost competitiveness of forest fuel supply should be improved in order to achieve the designed objectives in the near future. Availability and supply costs of forest fuels varied spatially and were very sensitive to worksite factors and transport distances. According to the site-specific analysis the supply potential between differentlocations can be multifold. However, due to technical and economical reasons ofthe fuel supply and dense power plant infrastructure, the supply potential is limited at plant level. Therefore, the potential and supply cost calculations aredepending on site-specific matters, where regional characteristics of resourcesand infrastructure should be taken into consideration, for example by using a GIS-modeling approach constructed in this study.

Universities as an Insourcing Resource in R&D Operations

Tutkimuksen tavoitteena on arvioida ja analysoida yliopistojen ja yritysten välistä yhteistyötä tutkimus- ja kehitystoiminnassa. Teoriapohjan ja kohdeyrityksen case esimerkin avulla on tarkoitus selvittää kriittiset tekijät yhteistyössä sekä rakentaa tulosten perusteella viitekehys näiden kahden osapuolen yhteistyön onnistumiseksi. Teoriatausta käsittelee osapuolten tärkeimpiä strategioita yhteistyön kannalta, yhteistyön yleisiä ominaisuuksia, vuorovaikutussuhteita niin ympäristöön, toimintoihin kuin osapuoliinkin. Teoriaosuus tukee empiiristä tutkimusta, jossa perehdytään yhteen kansalliseen 3G projektiin Soneran ja Jyväskylän yliopiston välillä. Yrityksen ja yliopiston välinen yhteistyö on hyvin yleistä Suomessa. Motivoivia tekijöitä ovat muun muassa Tekesin kannustava rahoitus ja yhteistyön edullisuus, osapuolten keskittyminen omaan ydinosaamiseensa, tiedon tuotteistuksen ja uusien teorioiden luomisen mahdollisuus, positiiviset vaikutukset markkina-arvoon, imagolliset tekijät sekä varautuminen tulevaisuuden trendeihin.

ASP-malli ja sen alustavien kohdesegmenttien määrittely. Case: Novo Group Oyj

Tutkielman tavoitteena oli selvittää ASP-, eli sovellusvuokrausmallin erityis-piirteitä sekä määrittää alustavat kohdesegmentit toiminnan-, talouden- ja henkilöstönohjausjärjestelmille ASP-ratkaisuna. Työ on kaksiosainen. Tutkimuksen teoreettisessa osassa keskitytään segmentoinnin teorioihin, tietojärjestelmien ulkoistamisen motiiveihin sekä etuihin ja haittoihin sekä ASP-malliin kokonaisuudessaan. Tutkimuksen empiiristä osuutta varten suoritettiin kvalitatiivinen tutkimus, joka koostui 20 haastattelusta 18 eri organisaatiossa. Haastateltavat olivat pääasiassa asiakasyritysten tietohallintopäällikköjä. Alustavat kohdesegmentit muodostettiin teoreettisessa osassa esitettyjen ASP-mallin erityispiirteiden sekä haastattelututkimuksesta saadun informaation perusteella. ASP on uusi malli tietojärjestelmien hankintaan. ASP on käsitteenä vain noin kolme vuotta vanha tutkielman tekohetkellä. Kyseessä on malli, jolle tutkimuslaitokset ovat tehneet lupaavia kasvuennusteita IT-markkinoilla. Markkinoiden kasvu ei ole kuitenkaan ollut ennusteiden mukaista. ASP-ratkaisuna hankittu tietojärjestelmä on kokonaisvaltainen ulkoistusmalli. Kaikki mahdollinen ASP-ratkaisuna hankittavaan järjestelmään tai sovellukseen liittyvä ulkoistetaan palveluntarjoajalle. Tutkimuksessa selvisi, että kiinnostusta mallia kohtaan on olemassa. Mallin edut nähdään suurempina kuin haitat. ASP-ratkaisun käyttöönotolla asiakasyritykselle mahdollistuu resurssien kohdentaminen ydinliiketoimintaan.

Innovation process management of complex consumer products and services in new innovation paradigm – case location based business

Innovation is the word of this decade. According to innovation definitions, without positive sales impact and meaningful market share the company’s product or service has not been an innovation. Research problem of this master thesis is to find out what is the innovation process of complex new consumer products and services in new innovation paradigm. The objective is to get answers to two research questions: 1) What are the critical success factors what company should do when it is implementing the paradigm change in mass markets consumer business with complex products and services? 2) What is the process or framework one firm could follow? The research problem is looked from one company’s innovation creation process, networking and organization change management challenges point of views. Special focus is to look the research problem from an existing company perspective which is entering new business area. Innovation process management framework of complex new consumer products and services in new innovation paradigm has been created with support of several existing innovation theories. The new process framework includes the critical innovation process elements companies should take into consideration in their daily activities when they are in their new business innovation implementing process. Case company location based business implementation activities are studied via the new innovation process framework. This case study showed how important it is to manage the process, look how the target market and the competition in it is developing during company’s own innovation process, make decisions at right time and from beginning plan and implement the organization change management as one activity in the innovation process. In the end this master thesis showed that all companies need to create their own innovation process master plan with milestones and activities. One plan does not fit all, but all companies can start their planning from the new innovation process what was introduced in this master thesis.

Suorituskyvyn kehittäminen ja niiden menetelmät suomalaisessa teollisuudessa

Viimeisien vuosikymmenien aikana teknologinen kehitys on muuttanut yritysten toimintaympäristöä suuresti. Yritysten käyttöön on tullut lukuisia teorioita ja menetelmiä, joilla yrityksen suorituskykyä voidaan mitata, kehittää ja vertailla. Näin myös erilaisten johtamisen menetelmien ja käytäntöjen rooli on korostunut yritysten johtamisjärjestelmissä. Myös yritysten suorituskykyä on tutkittu monella eri tavoin viimeisien vuosien aikana. Näiden tutkimusten tavoitteena on ollut löytää vertailtavuutta globaalien toimijoiden välillä. Tämä tutkimus lähestyy suorituskykyä aivan uudenlaisesta näkökulmasta ja tarkastelee tuloksia vertailuoppimisen, osaamisen ja tiedon johtamisen näkökulmasta. Oleellista on ollut luoda uusi näkökulma aikaisempiin tutkimuksiin, jotka ovat keskittyneet vertailemaan yrityksien operatiivista ja liiketoiminnan suorituskykyä sekä sitä, kuinka hyvin ne ovat pystyneet hyödyntämään parhaita käytäntöjä toiminnassaan. Tutkimuksen teoreettisen tarkastelun tavoite on selkeyttää koko strategisen johtamisen mallia. Tutkimus lähti liikkeelle analysoimalla aikaisemmista yritysten suorituskykyyn tehtyjä tutkimuksia. Tästä tehtiin havainto, että osaamisen johtamista ja kehittämistä on tutkittu varsin vähän yritysten suorituskyvyn kehittymiseen liittyen. Luotiin teoreettinen viitekehys, joka avulla henkilöstön osaaminen liitettiin osaksi strategian toteutumisen prosessia. Tämän tutkimuksen tulokset ja johtopäätökset perustuvat vuosina 1993 ja 2003 Made in Finland tutkimuksessa kerättyyn yritysten suorituskykyä tarkastelevaan aineistoon. Se perustuu 23 yrityksen haastatteluihin. Aineistosta valittiin kaikki ne tulokset, joilla katsottiin olevan merkitystä osaamisen johtamisen ja kehittämisen kannalta. Tutkittujen yritysten suorituskyvyssä oli kymmenen vuoden seurantajakson aikana tapahtunut selvää kehittymistä. Työn joustavuus ja työntekijöiden sitoutuminen on lisääntynyt ja vertailuoppimista on hyödynnetty. Tuotannon prosesseja on kehitetty ja näin uusien tuotteiden markkinoille tuloaikaa on saatu nopeutetuksi. Merkillepantavaa on, että satsaukset koulutukseen eivät ole lisääntyneet vaan osissa tutkituissa yrityksissä satsaukset ovat jopa vähentyneet. Tulokset tavoitteisiin nähden ovat hyvin ristiriitaisia. Toiminnan tehostumista odotetaan kaikilla osa-alueilla. Kuitenkin osaamiseen ei olla valmiita satsaamaan, eikä yritysten johdossa nähdä osaamisen kehittämistä tärkeänä tavoitteiden saavuttamiseksi. Suurimpana esteenä tavoitteen saavuttamiseksi yritysten johto näkee pätevän henkilökunnan saatavuuden. Vaikka moni yrityksistä käyttää tasapainotettua mittaristoa strategisen johtamisen työkaluna, ei sen kaikkia osa-alueita ja niiden tasapainon merkitystä ole selvästi ymmärretty.

The use of future-oriented knowledge in regional innovation processes: Research on knowledge generation, transfer and conversion

The importance of the regional level in research has risen in the last few decades and a vast literature in the fields of, for instance, evolutionary and institutional economics, network theories, innovations and learning systems, as well as sociology, has focused on regional level questions. Recently the policy makers and regional actors have also began to pay increasing attention to the knowledge economy and its needs, in general, and the connectivity and support structures of regional clusters in particular. Nowadays knowledge is generally considered as the most important source of competitive advantage, but even the most specialised forms of knowledge are becoming a short-lived resource for example due to the accelerating pace of technological change. This emphasizes the need of foresight activities in national, regional and organizational levels and the integration of foresight and innovation activities. In regional setting this development sets great challenges especially in those regions having no university and thus usually very limited resources for research activities. Also the research problem of this dissertation is related to the need to better incorporate the information produced by foresight process to facilitate and to be used in regional practice-based innovation processes. This dissertation is a constructive case study the case being Lahti region and a network facilitating innovation policy adopted in that region. Dissertation consists of a summary and five articles and during the research process a construct or a conceptual model for solving this real life problem has been developed. It is also being implemented as part of the network facilitating innovation policy in the Lahti region.