853 resultados para Probabilistic decision process model
Resumo:
Pienten ja keskisuurten yritysten kansainvälistyminen etenee tyypillisesti hyvin maltillisesti, askel-askeleelta. Kotimarkkinoiden rajalliset kasvumahdollisuudet ja kansainvälisten markkinoiden houkuttelevuus ovat tärkeimpiä syitä vientitoiminnan aloittamiselle. Nykyisessä globaalissa liiketoimintaympäristössä kilpailu on kovaa ja vaatii yrityksiltä paljon osaamista ja resursseja. Pk-yritysten rajallisia resursseja voidaan kehittää ja lisätä yritysten välisen verkostoitumisen ja ulkopuolisten toimijoiden avulla. Tämä diplomityö on toteutettu osana Cleantech Finland Bioenergy –kehitysprojektia, joka pyrkii edistämään Savon alueen bioenergia-alan yritysten kansainvälistymis-mahdollisuuksia. Tutkimuksen tavoitteena on kasvattaa tietoutta erilaisista kansainvälistymisstrategioista ja vientitoiminnan vaatimista toimenpiteistä. Empiirisen tutkimuksen tärkein tavoite on tukea tutkimuksessa mukana olevien pk-yritysten kansainvälisen liiketoiminnan aloittamista. Tutkimuksen tulokset osoittavat, että kehittyvä bioenergia-ala ja Saksan markkinat tarjoavat pk-yrityksille kasvumahdollisuuksia. Tuloksissa painotetaan pk-yritysten oman osaamisen kehittämistä ja kykyä pitkäjänteiseen työhön. Ymmärtämällä asiakkaiden ostopäätösprosessia, voidaan omaa myynti- ja markkinointiosaamista sekä rajallisia resursseja keskittää oikeisiin asioihin.
Resumo:
Enabling Change in Universities: Enhancing Education for Sustainable Development with Tools for Quality Assurance This thesis deals with enabling change in universities, more explicitly enhancing education for sustainable development with tools for quality assurance. Change management is a discipline within management that was developed in the 1980s because business changed from being predictable to unpredictable. The PEST mnemonic is a method to categorize factors enabling change; such as political, economic, socio-cultural and technological factors, which all affect higher education. A classification of a change, in either hard or soft, can help understanding the type of change that an organization is facing. Hard changes are more applied to problems that have clear objectives and indicators, with a known cause of the problem. Soft changes are applied to larger problems that affect the entire organization or beyond it. The basic definition for sustainable development is: the future generations should have similar opportunities as the previous. The UN has set as a global goal an integration of education for sustainable development (ESD) at all levels of education during 2005- 2014. The goal is set also in universities, the graduates of which are future leaders for all labor markets. The objective for ESD in higher education is that graduates obtain the competence to take economic, social and environmental costs and benefits into account when making decisions. Knowledge outcomes should aim for systematic and holistic thinking, which requires cross disciplinary education. So far, the development of ESD has not achieved its goals. The UN has identified a need for more transdisclipnary research in ESD. A joint global requirement for universities is quality assurance, the aim of which is to secure and improve teaching and learning. Quality, environmental and integrated management systems are used by some universities for filling the quality assurance requirements. The goal of this thesis is to open up new ways for enhancing ESD in universities, beyond the forerunners; by exploring how management systems could be used as tools for promoting ESD. The thesis is based on five studies. In the first study, I focus on if and how tools for quality assurance could be benefitted for promoting ESD. It is written from a new perspective, the memetic, for reaching a diversity of faculty. A meme is an idea that diffuses from brain to brain. It can be applied for cultural evolution. It is a theory that is based on the evolutionary theory by Darwin, applied for social sciences. In the second Paper, I present the results from the development of the pilot process model for enhancing ESD with management systems. The development of the model is based on a study that includes earlier studies, a survey in academia and an analysis of the practice in 11 universities in the Nordic countries. In the third study, I explore if the change depends on national culture or if it is global. It is a comparative study on both policy and implementation level, between the Nordic countries and China. The fourth study is a single case study based on change management. In this study, I identify what to consider in order to enable the change: enhancing ESD with tools for quality assurance in universities. In the fifth Paper, I present the results of the process model for enhancing ESD with management systems. The model was compared with identified drivers and barriers for enhancing ESD and for implementing management systems. Finally, the process model was piloted and applied for identifying sustainability aspects in curricula. Action research was chosen as methodology because there are not already implemented approaches using quality management for promoting ESD, why the only way to study this is to make it happen. Another reason for choosing action research is since it is essential to involve students and faculty for enhancing ESD. Action based research consists of the following phases: a) diagnosing, b) planning action, c) taking action and d) evaluating action. This research was made possible by a project called Education for Sustainable Development in Academia in the Nordic countries, ESDAN, in which activities were divided into these four phases. Each phase ended with an open seminar, where the results of the study were presented. The objective for the research project was to develop a process for including knowledge in sustainable development in curricula, which could be used in the quality assurance work. Eleven universities from the Nordic countries cooperated in the project. The aim was, by applying the process, to identify and publish examples of relevant sustainability aspects in different degree programs in universities in the Nordic countries. The project was partly financed by the Nordic Council of Ministers and partly by the participating pilot universities. Based on the results of my studies, I consider that quality, environmental and integrated management systems can be used for promoting ESD in universities. Relevant sustainability aspects have been identified in different fields of studies by applying the final process model. The final process model was compared with drivers and barriers for enhancing ESD and for implementing management systems in universities and with succeeding with management systems in industry. It corresponds with these, meaning that drivers are taken into account and barriers tackled. Both ESD and management systems in universities could be considered successful memes, which can reflect an effective way of communication among individuals. I have identified that management systems could be used as tools for hard changes and to support the soft change of enhancing ESD in universities with management system. Based on the change management study I have summarized recommendations on what to consider in order to enable the studied change. The main practical implications of the results are that the process model could be applied for assessment, benchmarking and communication of ESD, connected to quality assurance, when applied. This is possible because the information can be assembled in one picture, which facilitates comparison. The memetic approach can be applied for structuring. It is viable to make comparative studies between cultures, for getting insight in special characteristics of the own culture. Action based research is suitable for involving faculty. Change management can be applied for planning a change, which both enhancing ESD and developing management systems are identified to be.
Resumo:
Diplomityössä tutkittiin Fortumin Loviisan ydinvoimalaitoksen ulosvirtauskanaviston ja suurnopeuskosteudenerottimen toimintaa, sekä selvitettiin taustalla olevaa teoriaa ja aiemmin tehtyjä tutkimuksia. Tavoitteena oli ymmärtää ja esittää laitteiden toimintaa, sekä tutkia voiko ulosvirtauskanaviston suorituskykyä parantaa geometrian muutoksilla. Työssä luotiin tutkittaville kohteille geometriat ja laskentahilat, joiden avulla simuloitiin niiden toimintaa eri käyttötilanteissa numeerisen virtauslaskennan avulla. Laskennan reunaehdot saatiin olemassa olevasta prosessimallista ja aiemmista turbiiniselvityksistä. Ulosvirtauskanaviston suorituskyky laskettiin kolmella eri lauhdutinpaineella neljällä eri geometrialla. Geometrian muutokset vaikuttivat selkeästi ulosvirtauskanaviston suorituskykyyn ja sitä saatiin parannettua. Kaksi kolmesta muutoksesta, lisäkanavat ja oikaistu vesilippa, pa-ransivat suorituskykyä. Lokinsiipien poistaminen heikensi ulosvirtauskanaviston toi-mintaa. Suurnopeuskosteudenerottimen mallintaminen jäi lähtötietojen ja ajan puutteen takia hieman tavoitteesta. Sekä ulosvirtauskanaviston että suurnopeuskosteudenerotti-men jatkotutkimusta ja mahdollisia toimenpiteitä varten saatiin arvokasta uutta tietoa.
Resumo:
Modern research on literacy, the scriptualization of the administration and the interaction between the governing and the governed as part of the political culture, has brought to the fore the issue of different scripts and their terms. The present dissertation focuses on the parish scribes in the county of Ostrobothnia during the period 1721–1868. The peasantry had been given the right to pay parish scribes in 1624. The parish scribes who were to assist the peasants in connection with the collection of taxes simultaneously supervised the bailiffs who collected the taxes. Their writing skills made the scribes indispensable also in many other contexts. In Ostrobothnia, the peasantry had use for parish scribes, who worked as mediators between Swedish and Finnish, between the oral and the written and vice versa. The aim of this dissertation is on the one hand to explore the recruitment of parish scribes, and on the other to examine the parish scribes as a professional and social group. The parish scribes’ significance for the peasantry in everyday life, local decision-making and in connection with political processes will be analyzed by examining their work and professional activities. The recruitment of parish scribes and has been analyzed as a decision process where different actors were able to influence the election. The parish scribes’ competence requirements and terms of employment have been analyzed. The parish scribes as a professional body or a social group has not previously been explored. The examination of the 154 parish scribes as a professional and social group has been carried out in the form of a collective biography. Parish scribes’ tasks originally consisted of the collection of taxes, but the duties within the parish administration increased in the eighteenth and nineteenth centuries. The private writing assignments consisted of many different documents: bills of sale, probate inventories and estate distributions, wills, land tenancy agreements, life annuity and crofter agreements, promissory notes, auction records and different survey documents. The interaction with state power has been analyzed by examining five political decision-making processes that the peasants actively participated in.
Resumo:
Tämä diplomityö toteutettiin Auto-Kilta Trucks Oy:lle. Tutkimus toteutettiin kvalitatiivisena tapaustutkimuksena. Tutkimuksessa käytettiin havainnointia ja perehdyttiin nykyisiin prosessikuvauksiin. Lähivuosina yrityksessä tulee tapahtumaan asiakasrajapinnassa eläköitymisiä eikä samanlaista ammatillista kokemusta ole helposti saatavilla. Taloudellinen tilanne ei mahdollista lisäresurssien palkkaamista vaan yrityksen asiakasrajapintaan tulee saada yrityksen sisältä voimavaroja. Yrityksen mekaanikoista on tarkoitus saada ratkaisu asiakasrajapinnassa tapahtuviin muutoksiin. Asiakaskokemuksen kautta haetaan ymmärrystä oman toiminnan kehittämiseen. Liiketoimintaprosessien tulee tukea asiakaskokemuksen luomista. Muutosjohtamisen keinoin on tarkoitus viedä prosesseihin muutos työskentelytavoista sekä saada työntekijät ajattelemaan asiakaslähtöisesti. Lopputuloksena esitetään asiakasrajapintaan uusi prosessimalli, joka tukee asiakaskokemuksen luomista. Yrityksessä on tärkeää ymmärtää asiakkaan oikea tarve käyttää yrityksen palveluja.
Resumo:
This paper presents performance indicators for the Brazilian cancer, cardiovascular and malaria research areas from 1981 to 1995. The data show an increasing number of papers since 1981 and author numbers indicate a continuous growth of the scientific community and suggest an expected impact of scientific activity on biomedical education. The data also characterize cardiovascular research as a well-established area and cancer research as a faster growing consolidating field. The 1989-1994 share of Brazilian articles among world publications shows a growing trend for the cancer (1.61) and cardiovascular (1.59) areas, and a decrease for the malaria area (0.89). The burden of the three diseases on society is contrasted by the small number of consolidated Brazilian research groups, and a questionable balance of thematic activity, especially with regard to malaria. Brazilian periodicals play an important role in increasing the international visibility of science produced in the country. Cancer and cardiovascular research is strongly concentrated in the Southeastern and in Southern regions of Brazil, especially in São Paulo (at least one address from São Paulo in 64.5% of the 962 cancer articles and in 66.9% of the 2250 cardiovascular articles, the second state being Rio de Janeiro with at least one address in 14.1 and 11% of those articles, respectively). Malaria research (468 articles) is more evenly distributed across the country, following the pattern of the endemic distribution of the disease. Surveying these national indicator trends can be useful to establish policies in the decision process about health sciences, medical education and public health.
Resumo:
Customer satisfaction should be the main focus for all of the parts of the business. Usually supply chain behind the business is in a key role when this focus is pursued especially in repair service business. When focusing on the materials that are needed to make repairs to equipment under service contracts, the time aspect of quality is critical. Do late deliveries from supplier have an effect on the service performance of repairs when distribution center of a centralized purchasing unit is acting as a buffer between suppliers and repair service business? And if so, how should the improvement efforts be prioritized? These are the two main questions that this thesis focuses on. Correlation and linear regression was tested between service levels of supplier and distribution center. Percentage of on-time deliveries were compared to outbound delivery service level. It was found that there is statistically significant correlation between inbound and outbound operations success. The other main question of the thesis, improvement prioritization, was answered by creating material availability based supplier classification and additional to that, by developing the decision process for the analysis of most critical suppliers. This was built on a basis of previous supplier and material classification methods.
Resumo:
Tämän pro gradu -tutkimuksen tavoitteena oli kehittää case-yritykselle strategiaproses-simalli liiketoimintalähtöisen hävikinhallintastrategian määrittelemiseksi sekä tunnistaa hävikinhallinnan strategisen johtamisen kannalta oleellisimmat tehtävät määriteltyjen hävikinhallintastrategian päämäärien ja tavoitteiden toteuttamiseksi. Lisäksi case-yrityksen johto asetti tavoitteeksi tunnistaa tutkimuksen perusteella parhaiten yritykselle soveltuva hävikinhallinnan mallin, joka voidaan liittää osaksi määriteltävää strategiaa. Yhteisen hävikinhallintastrategian ja hävikinhallintamallin uskotaan yhtenäistävän hävikinhallintaan liittyvää ajattelua, tavoitteita ja päämääriä sekä laajentavan hävikkikäsitteen näkökulmia että systematisoivan hävikinhallintatyötä case-yritystä ympäröivässä liiketoimintaverkostossa. Tutkimuksessa käsitellään strategiseen johtamiseen sekä hävikinhallinnan teoriaa ja esitellään case-yrityksen hävikinhallinnan nykytilaa sekä erityispiirteitä. Lisäksi tarkas-tellaan hävikinhallinnan strategisen johtamisen nykytilaa ja sen kehittämistä merkittä-vissä suomalaisissa vähittäiskaupan yrityksissä. Tämän jälkeen teoriaosuudessa tun-nistettuja elementtejä peilataan empiria osuuden havaintoihin. Tutkimustuloksien im-plementointi kohdassa on tunnistettu keskeisimmät kohteet, jotka strategisen johtami-sen teoriamalleista sekä käytännöistä verrokkiyrityksissä olisi hyödynnettävissä hävi-kinhallinnan strategisen johtamisen kehittämiseen case-yrityksessä. Tutkimus toteutettiin kvalitatiivisen tutkimusmenetelmän avulla. Aineisto kerättiin strukturoitujen teemahaastattelujen avulla. Haastatteluaineisto analysoitiin luokittelemalla havainnot kirjallisuustutkimuksessa tunnistettuihin teemoihin Tutkimustulokset tukivat kirjallisuudessa esitettyä näkemystä siitä miten pyritään var-mistamaan liiketoimintalähtöisyys yrityksen tukipalvelustrategioissa. Yrityksen ylimmän johdon tulee linjata hävikinhallintatyön tavoitteet joko strategiaprosessin alussa tai strategiahierarkiassa ylempien liiketoimintastrategioiden kautta. Tämän jälkeen hävikinhallintastrategia määritellään huomioiden annetut tavoitteet ja saadaan tukemaan organisaation yhteisiä päämääriä sekä tavoitteita että tuottamaan lisäarvoa liiketoiminnalle.
Resumo:
The growing population in cities increases the energy demand and affects the environment by increasing carbon emissions. Information and communications technology solutions which enable energy optimization are needed to address this growing energy demand in cities and to reduce carbon emissions. District heating systems optimize the energy production by reusing waste energy with combined heat and power plants. Forecasting the heat load demand in residential buildings assists in optimizing energy production and consumption in a district heating system. However, the presence of a large number of factors such as weather forecast, district heating operational parameters and user behavioural parameters, make heat load forecasting a challenging task. This thesis proposes a probabilistic machine learning model using a Naive Bayes classifier, to forecast the hourly heat load demand for three residential buildings in the city of Skellefteå, Sweden over a period of winter and spring seasons. The district heating data collected from the sensors equipped at the residential buildings in Skellefteå, is utilized to build the Bayesian network to forecast the heat load demand for horizons of 1, 2, 3, 6 and 24 hours. The proposed model is validated by using four cases to study the influence of various parameters on the heat load forecast by carrying out trace driven analysis in Weka and GeNIe. Results show that current heat load consumption and outdoor temperature forecast are the two parameters with most influence on the heat load forecast. The proposed model achieves average accuracies of 81.23 % and 76.74 % for a forecast horizon of 1 hour in the three buildings for winter and spring seasons respectively. The model also achieves an average accuracy of 77.97 % for three buildings across both seasons for the forecast horizon of 1 hour by utilizing only 10 % of the training data. The results indicate that even a simple model like Naive Bayes classifier can forecast the heat load demand by utilizing less training data.
Resumo:
The purpose of this thesis is to explore a different kind of digital content management model and to propose a process in order to manage properly the content on an organization’s website. This process also defines briefly the roles and responsibilities of the different actors implicated. In order to create this process, the thesis has been divided into two parts. First, the theoretical analysis helps to find the two main different content management models, content management adaptation and content management localization model. Each of these models, have been analyzed through a SWOT model in order to identify their particularities and which of them is the best option according to particular organizational objectives. In the empirical part, this thesis has measured the organizational website performance comparing two main data. On one hand, the international website is analyzed in order to identify the results of the content management standardization. On the other hand, content management adaptation, also called content management localization model, is analyzed by looking through the key measure of the Dutch page from the same organization. The resulted output is a process model for localization as well as recommendations on how to proceed when creating a digital content management strategy. However, more research is recommended to provide more comprehensive managerial solutions.
Resumo:
Tämän työn tavoitteena oli tutkia asiakasarvopohjaisten palveluiden kehittämistä ja luoda kiinteistöpalvelualan yritykselle kehitysprosessimalli, jonka avulla yritys voisi optimoida toimintojaan tulevaisuudessa. Tutkimuksen päätavoitteina oli tutkia asiakasarvoa kiinteistöpalveluissa, kartoittaa potentiaalisten uusien asiakkaiden palveluiden nykytila ja toiveet sekä tarkastella kohdeyrityksen palveluiden kehitysprosessia. Työn teoreettisessa osiossa tarkasteltiin palveluliiketoimintaa yleisellä tasolla, yrityksen palveluprosessin kehittämistä, asiakasarvon muodostumista sekä SERVQUAL- ja QFD-työkalujen avulla palvelun laatua ja asiakastarpeita. Työn teoriaosuuden kautta saatiin myös selville, että asiakasarvon hallinta on palveluiden kehitysprosessin ydin. Tutkimuksen empiirinen aineisto kerättiin syvähaastatteluiden avulla avainasiakkailta eri asiakassegmentteihin liittyen. Haastattelujen analysoinnissa hyödynnettiin laadullista sisällönanalyysiä. Työn tuloksissa määriteltiin asiakasarvo ja tärkeimmät asiakastarpeet kiinteistöpalveluissa, kartoitettiin asiakkaiden odotusten ja nykytilan väliset kuilut sekä luotiin yritykselle palveluiden kehitysprosessimalli, jota yritys voi toiminnoissaan tapauskohtaisesti hyödyntää tulevaisuudessa.
Resumo:
Today’s international business in highly related to crossing national, cultural and linguistic borders making communication and linguistic skills a vital part of the trade. The purpose of the study is to understand the role of linguistic skills in trust creation in international business relationships. Subobjectives are to discuss the importance of linguistic skills in international business context, to evaluate the strategic value of trust in business relationships and to analyze the extent to which linguistic skills affect trust formation. The scope is restricted to business-to-business markets. The theoretical background consists of different theories and previous studies related to trust and linguistic skills. Based on the theory a new LTS-framework is created to demonstrate a process model of linguistic skills affecting trust creation in international B2B relationships. This study is qualitative using interviews as a data collection method. Altogether eleven interviews were conducted between October 2014 and February 2015. All of the interviewees worked for organizations operating in the field of international business in B2B markets, spoke multiple languages and had a lot of experience in sales and negotiations. This study confirms that linguistic skills are an important part of international business. In many organizations English is used as lingua franca. However, there are several benefits of speaking the mother tongue of the customer. It makes people feel more relaxed and it makes the relationship more intimate and allows to continue developing it at a more personal level. From the strategic point of view trust creates competitive advantage to a company adding strategic value to the business. The data also supported the view that linguistic skills definitely impact the trust formation process. Quickness and easiness could be stated as the main benefits. It was seen that trust forms faster because both parties understand each other better and they become more open about information sharing within a shorter period of time. These findings and the importance of linguistic skills in trust creation should be acknowledged by organizations, especially regarding the human resource management. Boundary spanners are in key positions so special attention should be put into hiring and educating employees which then take care of company’s relationships. Eventually, these benefits are economical and affect to the profitability of the organization
Resumo:
Tässä diplomityössä laadittiin prosessikuvaus lääketehtaan valmistusosaston toimitusketjusta. Työn tavoitteena oli kuvata toimitusketjun eri prosessit nykytilassaan ja luoda samalla työkalu arvovirtakarttojen luomiseen lean-tuotantomallin mukaisesti. Prosessikaaviot toteutettiin soveltaen IDEF0-prosessienmallinnusmenetelmää. Kaavioissa kuvattiin järjestelmällisesti eri organisaatioiden prosessit sekä niihin liittyvät informaatio- ja materiaalivirrat. Esimerkki arvovirran tunnistamisesta ja arvovirtakarttojen luomisesta tehtiin yhdestä prosessivaiheesta, pakkausprosessista, josta myös määritettiin lean-tuotantomallin mukaisesti sen arvoa tuottavat, arvoa tuottamattomat, mutta välttämättömät ja arvoa tuottamattomat työvaiheet eli hukka. Arvovirran tunnistus suoritettiin työntutkimuksen avulla. Pakkausprosessin arvovirran määrittämisessä havaittiin, että tuotevaihdon aikana työntekijöiden käyttämästä työajasta arvoa tuottavia työvaiheita oli 3 %, arvoa lisäämättömiä työvaiheita, mutta välttämättömiä oli 53 % ja arvoa lisäämätöntä eli hukkaa oli 44,0 %. Pakkaustyön aikana työntekijöiden työajasta arvoa lisääviksi työvaiheiksi saatiin 4 %. Arvoa lisäämättömiä työvaiheita, mutta välttämättömiä oli 38 % ja arvoa lisäämätöntä eli hukkaa oli 58 %. Koneajasta tuotteen arvoa lisäävää oli koneesta riippuen 50–76 % ja arvoa lisäämätöntä 24–50 %. Työn lopuksi esitettiin jatkotoimenpiteitä hukan eliminoimiseksi.
Resumo:
This qualitative research study used grounded theory methodology to explore the settlement experiences and changes in professional identity, self esteem and health status of foreign-trained physicians (FTPs) who resettled in Canada and were not able to practice their profession. Seventeen foreign-trained physicians completed a pre-survey and rated their health status, quality of life, self esteem and stress before and after coming to Canada. They also rated changes in their experiences of violence and trauma, inclusion and belonging, and racism and discrimination. Eight FTPs from the survey sample were interviewed in semi-structured qualitative interviews to explore their experiences with the loss of their professional medical identities and attempts to regain them during resettlement. This study found that without their medical license and identity, this group of FTPs could not fully restore their professional, social, and economic status and this affected their self esteem and health status. The core theme of the loss of professional identity and attempts to regain it while being underemployed were connected with the multifaceted challenges of resettlement which created experiences of lowered selfesteem, and increased stress, anxiety and depression. They identified the re-licensing process (cost, time, energy, few residency positions, and low success rate) as the major barrier to a full and successful settlement and re-establishment of their identities. Grounded research was used to develop General Resettlement Process Model and a Physician Re-licensing Model outlining the tasks and steps for the successfiil general resettlement of all newcomers to Canada with additional process steps to be accomplished by foreign-trained physicians. Maslow's Theory of Needs was expanded to include the re-establishment of professional identity for this group to re-establish levels of safety, security, belonging, self-esteem and self-actualization. Foreign-trained physicians had established prior professional medical identities, self-esteem, recognition, social status, purpose and meaning and bring needed human capital and skills to Canada. However, without identifying and addressing the barriers to their full inclusion in Canadian society, the health of this population may deteriorate and the health system of the host country may miss out on their needed contributions.
Resumo:
The purpose of this qualitative study was to understand the relationships between creativity and the working artist/teacher employed by an art college. The topic emerged from my job as an instructor at The Ontario College of Art which was used as the primary data resource and provided the highest caliber of professionals to chose from. Existent data were used to facilitate the study generated by the research of Cawelti, Rappaport, and Wood (1992). The data were generated by a group of 5 faculty members from The University of Northern Iowa, recognized for their expertise in the arts (a painter, a poet, a sculptor, a novelist, and a photographer). They were asked to respond to the following statement: "In as much detail as you like, list the things that you did, thought, or felt the last time you created an artistic product. II Cawelti, Rappaport, and Wood (1992) produced three models of the creative process, each building on the previous, with the resultant third,being in my opinion, an excellent illustration (text/visual) of the creative process. Model three (Appendix D) presented a "multi-dimensional view of the creative process: time, space, observatility, and consciousnessll (p. 90). Model three utilized a visual mapping device along the bottom of the page linked to text segments above. Both the visual and the text were interrelated so that they harmonized into a comprehensive "picture." The parti'cipants of this qualitative study were asked to consider model three from their professional perspective as artist/teachers. The interpretive sciences directed the methodology. The hermeneutic circle of continuous reflection from the whole to the part and back to the whole was an important aspect of the data analyses. Four members of the Foundation Department at The Ontario College of Art were the key participants. A series of conversational interviews was the primary source of data collection, this was augmented by observation, fie,ldnotes, and follow up telephone interviews. Transcripts of interviews were returned to participants for reflection and the telephone was used to discuss any additional -points raised. Analysis consisted of coding and organizing data according to emerging themes. These themes formed the basis for the narrative stories. The text of the narrative stories were given back to each participant for further comment. Revisions were made until both the researcher and the participants felt that the stories reflected reality. The resultant whole was critiqued from the researcher's perspective. The significance of this study was discussed as it pertains to the working artist/teacher and areas in need of further study are pointed out.