944 resultados para quantitative methods
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Diplomityö on tehty Mikkelin ammattikorkeakoululle tavoitteenaan kartoittaa kyseisen organisaation innovaatiotoiminnan nykytila. Tunnistamalla innovaatiotoiminnan puutteet sekä hyvät käytännöt, voidaan toimintaa kehittää määrätietoisesti. Nykytilan kartoitus toteutettiin käytäntölähtöisen innovaatiotoiminnan näkökulmasta käsin. Työn teoreettinen tausta rakentuu ammattikorkeakoulujen TKI-toiminnan muutoksen, innovaatioiden ja innovaatiotoiminnan käytäntölähtöisyyden ympärille. Empiirinen aineisto kerättiin kyselytutkimuksen avulla, joka toteutettiin Mikkelin ammattikorkea-koulun henkilöstölle keväällä 2012. Tehdyssä tutkimuksessa oli kvalitatiivisen tutkimus-menetelmän lisäksi piirteitä kvantitatiivisesta tutkimusmenetelmästä, johtuen kyselyssä esitettyjen kysymysten luonteesta. Tutkimustulosten perusteella innovaatiotoiminnan nykytila ja siihen vaikuttavat tekijät kyettiin kuvaamaan. MAMKin innovaatiotoimintaan liittyvistä osa-alueista osassa käytännöt ja puitteet tukivat käytäntölähtöistä innovaatiotoimintaa, mutta myös selkeitä kehityskohteita havaittiin. Suurimmat kehityskohteet liittyivät sisäiseen verkostoitumiseen sekä henkilöstön ja opiskelijoiden innovaatiopotentiaalin täysimääräiseen hyödyntämiseen. Saatujen tulosten perusteella esitettiin keinoja innovaatiotoiminnan tehostamiseksi ja kehittämiseksi. Saadut tulokset ja niiden pohjalta annetut kehitysehdotukset luovat hyvät lähtökohdat Mikkelin ammattikorkeakoulun innovaatiotoiminnan kehittämiselle.
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Diplomityön tavoitteena on soveltaa perinteisesti teollisesta tuotannosta lähtöisin olevia prosessijohtamisen menetelmiä sosiaali- ja terveydenhuollon vastaanottotoiminnan kehittämiseen. Tarkoituksena on asiantuntijapalveluprosessien mallintamisen avulla kartoittaa prosessien nykytilaa tunnistamalla ongelma- ja kehittämiskohteita, joiden ratkaisemiseksi annettavien kehittämistoimenpide-ehdotusten muodostamisessa sovelletaan prosessijohtamisen menetelmien periaatteita. Tutkimuksen teoreettisen viitekehyksen mukaisesti tarkastellaan mm. prosessien mallintamista, eli kuvaamista ja analysointia, sekä sosiaali- ja terveydenhuoltoa palvelutuotantona. Tutkimuksessa hyödynnetään sekä kvalitatiivisia että kvantitatiivisia menetelmiä, ja tutkimusaineistoa kerätään haastattelujen, havainnoinnin ja tilastojen avulla. Asiantuntijoiden palveluprosesseista laaditaan aineiston perusteella kuvaukset, ja tunnistetaan prosesseihin tai laajemminkin sosiaali- ja terveydenhuolto-organisaatioon liittyviä ongelma- ja kehittämiskohteita. Kehittämistoimenpiteissä korostuvat asiakaslähtöisyys ja tuottavuus, ja niissä huomioidaan niin asiakkaan, henkilöstön, prosessien kuin asiakasohjauksen näkökulma. Työn keskeisimmät tulokset ovat prosessikuvaukset, tunnistetut ongelma- ja kehittämiskohteet sekä prosessien uudelleenmäärittämiseksi muodostetut kehittämistoimenpide-ehdotukset, joiden hyötyjä ja vaikutuksia mm. suorituskykyyn arvioidaan. Tulosten perusteella voidaan päätellä, että prosessijohtamisen menetelmät soveltuvat sosiaali- ja terveydenhuollon toiminnan kehittämiseen, kunhan huomioidaan toimintaympäristön erityispiirteet ja haasteet.
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Tämä kandidaatintyö käsittelee laadullisten tutkimusmenetelmien käyttöön teollisessa markkinoinnissa. Työssä tutkitaan laadullisten tutkimusmenetelmien käyttöä vuosien 2010-2013 aikana Industrial Marketing Management –lehdessä. Työssä käsitellään käytetyimpien menetelmien piirteitä, käyttöä ja soveltuvuutta teollisen markkinoinnin tutkimuksessa sekä vertaillaan menetelmiä keskenään. Työn lopussa pohditaan myös laadullisten tutkimusmenetelmien käyttöä tulevaisuudessa. Tutkimuksen pohjalta laadullisten tutkimusmenetelmien huomataan olevan kasvussa, kun taas kvantitatiivisten menetelmien käyttö on vähenemässä. Käytetyimmiksi tunnistetut menetelmät ovat case-menetelmä, joka on tutkimuksen perusteella tällä hetkellä suosituin menetelmä, grounded theory, etnografia ja narratiivinen tutkimus.
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Rapid changes in working life and competence requirements of different professions have increased interest in workplace learning. It is considered an effective way to learn and update professional skills by performing daily tasks in an authentic environment. Especially, ensuring a supply of skilled future workers is a crucial issue for firms facing tight competition and a shortage of competent employees due to the retirement of current professionals. In order to develop and make the most of workplace learning, it is important to focus on workplace learning environments and the individual characteristics of those participating in workplace learning. The literature has suggested various factors that influence adults' and professionals’ workplace learning of profession-related skills, but lacks empirical studies on contextual and individual-related factors that positively affect students' workplace learning. Workers with vocational education form a large group in modern firms. Therefore, elements of vocational students’ successful workplace learning during their studies, before starting their career paths, need to be examined. To fill this gap in the literature, this dissertation examines contributors to vocational students’ workplace learning in Finland, where students’ workplace learning is included in the vocational education and training system. The study is divided into two parts: the introduction, comprised of the overview of the relevant literature and the conclusion of the entire study, and five separate articles. Three of the articles utilize quantitative methods and two use qualitative methods to examine factors that contribute to vocational students’ workplace learning. The results show that, from the students’ perspective, attitudinal, motivational, and organizationrelated factors enhance the student’s development of professionalism during the on-the-job learning period. Specifically, the organization-related factors such as innovative climate, guidance, and interactions with seniors have a strong positive impact on the students’ perceived development of professional skills because, for example, the seniors’ guidance and provision of new viewpoints for the tasks helps the vocational students to gain autonomy at work performance. A multilevel analysis shows that of those factors enhancing workplace learning from the student perspective, innovative climate, knowledge transfer accuracy, and the students’ performance orientation were significantly related to the workplace instructors’ assessment regarding the students’ professional performance. Furthermore, support from senior colleagues and the students’ self-efficacy were both significantly associated with the formal grades measuring how well the students managed to learn necessary professional skills. In addition, the results suggest that the students’ on-the-job learning can be divided into three main phases, of which two require efforts from both the student and the on-the-job learning organization. The first phase includes the student’s application of basic professional skills, demonstration of potential in performing daily tasks, and orientation provided by the organization at the beginning of the on-the-job learning period. In the second phase, the student actively develops profession-related skills by performing daily tasks, thus learning a fluent working style while observing the seniors’ performance. The organization offers relevant tasks and follows the student’s development. The third level indicates a student who has reached the professional level described as a full occupation. The results suggest that constructing the vocational students’ successful on-the-job learning period requires feedback from seniors, opportunities to learn to manage entire work processes, self-efficacy on the part of the students, proactive behavior, and initiative in learning. The study contributes to research on workplace learning in three ways: firstly, it identifies the key individual- and organization-based factors that influence the vocational students’ successful on-the-job learning from their perspective and examines mutual relationships between these factors. Second, the study provides knowledge of how the factors related to the students’ view of successful workplace learning are associated with the workplace instructors’ perspective and the formal grades. Third, the present study finds elements needed to construct a successful on-the-job learning for the students.
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The aim of this master’s thesis is to research and analyze how purchase invoice processing can be automated and streamlined in a system renewal project. The impacts of workflow automation on invoice handling are studied by means of time, cost and quality aspects. Purchase invoice processing has a lot of potential for automation because of its labor-intensive and repetitive nature. As a case study combining both qualitative and quantitative methods, the topic is approached from a business process management point of view. The current process was first explored through interviews and workshop meetings to create a holistic understanding of the process at hand. Requirements for process streamlining were then researched focusing on specified vendors and their purchase invoices, which helped to identify the critical factors for successful invoice automation. To optimize the flow from invoice receipt to approval for payment, the invoice receiving process was outsourced and the automation functionalities of the new system utilized in invoice handling. The quality of invoice data and the need of simple structured purchase order (PO) invoices were emphasized in the system testing phase. Hence, consolidated invoices containing references to multiple PO or blanket release numbers should be simplified in order to use automated PO matching. With non-PO invoices, it is important to receive the buyer reference details in an applicable invoice data field so that automation rules could be created to route invoices to a review and approval flow. In the beginning of the project, invoice processing was seen ineffective both time- and cost-wise, and it required a lot of manual labor to carry out all tasks. In accordance with testing results, it was estimated that over half of the invoices could be automated within a year after system implementation. Processing times could be reduced remarkably, which would then result savings up to 40 % in annual processing costs. Due to several advancements in the purchase invoice process, business process quality could also be perceived as improved.
Resumo:
Heikkenevä kysyntä sekä koveneva hintakilpailu erityisesti painopaperin markkinoilla on luonut paperinvalmistajalle haasteita kustannusten alentamisen sekä kannattavuuden parantamisen osalta. Sijaintinsa vuoksi yritys on halunnut erityisesti parantaa kustannustehokkuuttaan logistiikan osalta, minkä tueksi tämä diplomityö on tehty. Tutkimuksen tarkoituksena on analysoida paperitehtaan toimitusketjuja kustannusjohtamisen näkökulmasta. Tavoitteena on ollut arvioida kahden vaihtoehtoisen toimitusketjun, suoran ja välivarasto-toimituksen, vaikutusta syntyvien kustannusten, ketjuun sitoutuneen pääoman sekä asiakaskannattavuuden kautta. Tutkimus toteutettiin case-tutkimuksen kaltaisena soveltuvin osin, hyödyntämällä kvantitatiivisia menetelmiä. Projektia varten valittiin paperinvalmistajan painopaperin tuloslinjalta kymmenen kohdeasiakasta, joille vaihtoehtoisia toimitusketjuja voidaan soveltaa. Toimitusketjut rajattiin käsittämään valmiin tuotteen asiakastoimitukset ja niistä aiheutuvat kuluerät. Kustannus- ja pääoma-analyysin suunnittelussa hyödynnettiin toimitusketjuihin sekä kustannusjohtamiseen liittyvää teoreettista kirjallisuutta. Ensisijaisena viitekehyksenä kustannusten analysoinnissa sovellettiin toimintolaskentaa ja pääoman sitoutumisen arvioinnissa kiertoajan tunnuslukuja. Käsiteltävä informaatio kerättiin yrityksen sisäisistä raporteista sekä toiminnanohjausjärjestelmästä taulukkolaskentaohjelmaan, jossa laskelmat tehtiin. Tutkimuksen avaintuloksena kahdeksan case-asiakkaan kohdalla suora toimitus osoittautui kustannuksiltaan välivaraston kautta kulkevaa edullisemmaksi. Lisäksi havaittiin suoran toimituksen nopeuttavan teoriassa pääoman kiertoa toimitusketjussa lyhyemmän läpimenoajan ansiosta. Johtopäätöksenä kustannus- ja pääomahyötyjen vaikutuksen vuoksi suorien toimitusten hyödyntäminen on edullista soveltuvien asiakkaiden kohdalla. Tutkimuksessa kustannusinformaation kerääminen kokonaisvaltaisesti osoittautui haasteelliseksi, sillä kaikkien toimitusketjun kustannuserien tietoja ei ollut laajasti saatavilla. Toimeksiantajan näkökulmasta merkittävät kohteet jatkotutkimukselle ovat kustannusten oikeellisuuteen ja kohdistamiseen sekä asiakkaiden maksukäytäntöihin ja ehtoihin liittyvä seuranta.
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Pro gradu –tutkielman tavoitteena on tutkia asiakasarvoa ja sitä, miten asiakasarvoa voidaan käyttää hyväksi uusasiakashankinnassa. Tällä hetkellä kirjallisuudessa on pinnalla muutos tuotekeskeisyydestä asiakaskeskeiseen näkökulmaan, joka tunnistaa asiakasarvon tärkeyden bisnes suhteissa. Tämä tutkimus osallistuu kyseiseen keskusteluun muodostamalla tavan mitata asiakasarvoa, ja peilaamalla saavutettuja tuloksia uusasiakashankinta prosessiin. Empiirinen tutkimus on toteutettu kahdessa osassa: kvalitatiivisessa sekä kvantitatiivisessa. Ensimmäisessä osassa haastateltiin kahdeksaa potentiaalista asiakasta, minkä jälkeen saadut tulokset vietiin suurempaan skaalaan toteuttamalla kysely suurelle joukolle potentiaalisia asiakkaita. Lopulliset tulokset osoittavat, että asiakasarvon käyttäminen hyväksi uusasiakashankinnassa on erittäin tehokas ja käyttökelpoinen metodi. Asiakasarvoon perustuvat asiakassegmentit mahdollistavat oikeiden arvojen kommunikoinnin oikeille segmenteille. Se antaa yritykselle myös mahdollisuuden valita houkuttelevimmat asiakasryhmät ja vahvistaa asiakaskantaansa.
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The main objective of this thesis was to study if the quantitative sales forecasting methods will enhance the accuracy of the sales forecast in comparison to qualitative sales forecasting method. A literature review in the field of forecasting was conducted, including general sales forecasting process, forecasting methods and techniques and forecasting accuracy measurement. In the empirical part of the study the accuracy of the forecasts provided by both qualitative and quantitative methods is being studied and compared in the case of short, medium and long term forecasts. The SAS® Forecast Server –tool was used in creating the quantitative forecasts.
Resumo:
The emerging technologies have recently challenged the libraries to reconsider their role as a mere mediator between the collections, researchers, and wider audiences (Sula, 2013), and libraries, especially the nationwide institutions like national libraries, haven’t always managed to face the challenge (Nygren et al., 2014). In the Digitization Project of Kindred Languages, the National Library of Finland has become a node that connects the partners to interplay and work for shared goals and objectives. In this paper, I will be drawing a picture of the crowdsourcing methods that have been established during the project to support both linguistic research and lingual diversity. The National Library of Finland has been executing the Digitization Project of Kindred Languages since 2012. The project seeks to digitize and publish approximately 1,200 monograph titles and more than 100 newspapers titles in various, and in some cases endangered Uralic languages. Once the digitization has been completed in 2015, the Fenno-Ugrica online collection will consist of 110,000 monograph pages and around 90,000 newspaper pages to which all users will have open access regardless of their place of residence. The majority of the digitized literature was originally published in the 1920s and 1930s in the Soviet Union, and it was the genesis and consolidation period of literary languages. This was the era when many Uralic languages were converted into media of popular education, enlightenment, and dissemination of information pertinent to the developing political agenda of the Soviet state. The ‘deluge’ of popular literature in the 1920s to 1930s suddenly challenged the lexical orthographic norms of the limited ecclesiastical publications from the 1880s onward. Newspapers were now written in orthographies and in word forms that the locals would understand. Textbooks were written to address the separate needs of both adults and children. New concepts were introduced in the language. This was the beginning of a renaissance and period of enlightenment (Rueter, 2013). The linguistically oriented population can also find writings to their delight, especially lexical items specific to a given publication, and orthographically documented specifics of phonetics. The project is financially supported by the Kone Foundation in Helsinki and is part of the Foundation’s Language Programme. One of the key objectives of the Kone Foundation Language Programme is to support a culture of openness and interaction in linguistic research, but also to promote citizen science as a tool for the participation of the language community in research. In addition to sharing this aspiration, our objective within the Language Programme is to make sure that old and new corpora in Uralic languages are made available for the open and interactive use of the academic community as well as the language societies. Wordlists are available in 17 languages, but without tokenization, lemmatization, and so on. This approach was verified with the scholars, and we consider the wordlists as raw data for linguists. Our data is used for creating the morphological analyzers and online dictionaries at the Helsinki and Tromsø Universities, for instance. In order to reach the targets, we will produce not only the digitized materials but also their development tools for supporting linguistic research and citizen science. The Digitization Project of Kindred Languages is thus linked with the research of language technology. The mission is to improve the usage and usability of digitized content. During the project, we have advanced methods that will refine the raw data for further use, especially in the linguistic research. How does the library meet the objectives, which appears to be beyond its traditional playground? The written materials from this period are a gold mine, so how could we retrieve these hidden treasures of languages out of the stack that contains more than 200,000 pages of literature in various Uralic languages? The problem is that the machined-encoded text (OCR) contains often too many mistakes to be used as such in research. The mistakes in OCRed texts must be corrected. For enhancing the OCRed texts, the National Library of Finland developed an open-source code OCR editor that enabled the editing of machine-encoded text for the benefit of linguistic research. This tool was necessary to implement, since these rare and peripheral prints did often include already perished characters, which are sadly neglected by the modern OCR software developers, but belong to the historical context of kindred languages and thus are an essential part of the linguistic heritage (van Hemel, 2014). Our crowdsourcing tool application is essentially an editor of Alto XML format. It consists of a back-end for managing users, permissions, and files, communicating through a REST API with a front-end interface—that is, the actual editor for correcting the OCRed text. The enhanced XML files can be retrieved from the Fenno-Ugrica collection for further purposes. Could the crowd do this work to support the academic research? The challenge in crowdsourcing lies in its nature. The targets in the traditional crowdsourcing have often been split into several microtasks that do not require any special skills from the anonymous people, a faceless crowd. This way of crowdsourcing may produce quantitative results, but from the research’s point of view, there is a danger that the needs of linguists are not necessarily met. Also, the remarkable downside is the lack of shared goal or the social affinity. There is no reward in the traditional methods of crowdsourcing (de Boer et al., 2012). Also, there has been criticism that digital humanities makes the humanities too data-driven and oriented towards quantitative methods, losing the values of critical qualitative methods (Fish, 2012). And on top of that, the downsides of the traditional crowdsourcing become more imminent when you leave the Anglophone world. Our potential crowd is geographically scattered in Russia. This crowd is linguistically heterogeneous, speaking 17 different languages. In many cases languages are close to extinction or longing for language revitalization, and the native speakers do not always have Internet access, so an open call for crowdsourcing would not have produced appeasing results for linguists. Thus, one has to identify carefully the potential niches to complete the needed tasks. When using the help of a crowd in a project that is aiming to support both linguistic research and survival of endangered languages, the approach has to be a different one. In nichesourcing, the tasks are distributed amongst a small crowd of citizen scientists (communities). Although communities provide smaller pools to draw resources, their specific richness in skill is suited for complex tasks with high-quality product expectations found in nichesourcing. Communities have a purpose and identity, and their regular interaction engenders social trust and reputation. These communities can correspond to research more precisely (de Boer et al., 2012). Instead of repetitive and rather trivial tasks, we are trying to utilize the knowledge and skills of citizen scientists to provide qualitative results. In nichesourcing, we hand in such assignments that would precisely fill the gaps in linguistic research. A typical task would be editing and collecting the words in such fields of vocabularies where the researchers do require more information. For instance, there is lack of Hill Mari words and terminology in anatomy. We have digitized the books in medicine, and we could try to track the words related to human organs by assigning the citizen scientists to edit and collect words with the OCR editor. From the nichesourcing’s perspective, it is essential that altruism play a central role when the language communities are involved. In nichesourcing, our goal is to reach a certain level of interplay, where the language communities would benefit from the results. For instance, the corrected words in Ingrian will be added to an online dictionary, which is made freely available for the public, so the society can benefit, too. This objective of interplay can be understood as an aspiration to support the endangered languages and the maintenance of lingual diversity, but also as a servant of ‘two masters’: research and society.
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Työssä tutkitaan materiaalisuunnittelun mittausta elintarvikealan yrityksessä. Tut-kimuksella on kolme tavoitetta, jotka ovat miten materiaalisuunnittelua mitataan yrityksessä, toimivatko mittarit oikein ja mittaavatko mittarit haluttuja asioita. Työ on tapaustutkimus, joka koostuu teoreettisesta kirjallisuusselvityksestä ja empiirisestä tapaustutkimuksesta. Empiirinen aineisto on hankittu sekä kvalitatii-visin että kvantitatiivisin menetelmin. Työn tutkimustavoitteiden saavuttaminen edellytti materiaalisuunnittelijoille ky-selyn tekemistä. Kyselyn ja tavoitteiden avulla määriteltiin mittarit, joita halutaan seurata. Käytössä olevalle mittaristolle etsittiin vaihtoehtoa toiminnanohjausjär-jestelmästä. Vertailemalla mittaristoja päädyttiin käyttämään vanhaan mittaristoa. Materiaalisuunnittelun mittaaminen on tärkeätä, koska hankinnat vaikuttavat yri-tyksen tulokseen ja ilman mittausta materiaalisuunnittelu ei voi kehittyä. Valittu mittaristo täyttää kaikki sen vaatimukset ja siitä löytyvät mittarit, joita halutaan seurata. Mittariston avulla yritys pystyy seuraamaan materiaalisuunnittelun tavoit-teiden saavuttamista eli varastoihin sitoutuneen pääoman kehitystä. Mittariston tulee olla yhteydessä yrityksen hankintastrategiaan ja –tavoitteisiin. Mittariston oikeellisuutta tulee tarkastella säännöllisin väliajoin, jotta varmistutaan siitä, että mitataan seurattavia asioita.
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The pulp and paper industry is currently facing broad structural changes due to global shifts in demand and supply. These changes have significant impacts on national economies worldwide. Planted forests (especially eucalyptus) and recovered paper have quickly increased their importance as raw material for paper and paperboard production. Although advances in information and communication technologies could reduce the demand for communication papers, and the growth of paper consumption has indeed flattened in developed economies, particularly in North America and Western Europe, the consumption is increasing on a global scale. Moreover, the focal point of production and consumption is moving from the Western world to the rapidly growing markets of Southeast Asia. This study analyzes how the so-called megatrends (globalization, technological development, and increasing environmental awareness) affect the pulp and paper industry’s external environment, and seeks reliable ways to incorporate the impact of the megatrends on the models concerning the demand, trade, and use of paper and pulp. The study expands current research in several directions and points of view, for example, by applying and incorporating several quantitative methods and different models. As a result, the thesis makes a significant contribution to better understand and measure the impacts of structural changes on the pulp and paper industry. It also provides some managerial and policy implications.
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Manufacturing industry has been always facing challenge to improve the production efficiency, product quality, innovation ability and struggling to adopt cost-effective manufacturing system. In recent years cloud computing is emerging as one of the major enablers for the manufacturing industry. Combining the emerged cloud computing and other advanced manufacturing technologies such as Internet of Things, service-oriented architecture (SOA), networked manufacturing (NM) and manufacturing grid (MGrid), with existing manufacturing models and enterprise information technologies, a new paradigm called cloud manufacturing is proposed by the recent literature. This study presents concepts and ideas of cloud computing and cloud manufacturing. The concept, architecture, core enabling technologies, and typical characteristics of cloud manufacturing are discussed, as well as the difference and relationship between cloud computing and cloud manufacturing. The research is based on mixed qualitative and quantitative methods, and a case study. The case is a prototype of cloud manufacturing solution, which is software platform cooperated by ATR Soft Oy and SW Company China office. This study tries to understand the practical impacts and challenges that are derived from cloud manufacturing. The main conclusion of this study is that cloud manufacturing is an approach to achieve the transformation from traditional production-oriented manufacturing to next generation service-oriented manufacturing. Many manufacturing enterprises are already using a form of cloud computing in their existing network infrastructure to increase flexibility of its supply chain, reduce resources consumption, the study finds out the shift from cloud computing to cloud manufacturing is feasible. Meanwhile, the study points out the related theory, methodology and application of cloud manufacturing system are far from maturity, it is still an open field where many new technologies need to be studied.
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ABSTRACT Towards a contextual understanding of B2B salespeople’s selling competencies − an exploratory study among purchasing decision-makers of internationally-oriented technology firms The characteristics of modern selling can be classified as follows: customer retention and loyalty targets, database and knowledge management, customer relationship management, marketing activities, problem solving and system selling, and satisfying needs and creating value. For salespeople to be successful in this environment, they need a wide range of competencies. Salespeople’s selling skills are well documented in seller side literature through quantitative methods, but the knowledge, skills and competencies from the buyer’s perspective are under-researched. The existing research on selling competencies should be broadened and updated through a qualitative research perspective due to the dynamic nature and the contextual dependence of selling competencies. The purpose of the study is to increase understanding of the professional salesperson’s selling competencies from the industrial purchasing decision- makers’ viewpoint within the relationship selling context. In this study, competencies are defined as sales-related knowledge and skills. The scope of the study includes goods, materials and services managed by a company’s purchasing function and used by an organization on a daily basis. The abductive approach and ‘systematic combining’ have been applied as a research strategy. In this research, data were generated through semi- structured, person-to-person interviews and open-ended questions. The study was conducted among purchasing decision-makers in the technology industry in Finland. The branches consisted of the electronics and electro-technical industries and the mechanical engineering and metals industries. A total of 30 companies and one purchasing decision-maker from each company were purposively chosen for the sampling. The sample covers different company sizes based on their revenues, their differing structures – varying from public to family companies –that represent domestic and international ownerships. Before analyzing the data, they were organized by the purchasing orientations of the buyers: the buying, procurement or supply management orientation. Thematic analysis was chosen as the analysis method. After analyzing the data, the results were contrasted with the theory. There was a continuous interaction between the empirical data and the theory. Based on the findings, a total of 19 major knowledge and skills were identified from the buyers’ perspective. The specific knowledge and skills from the viewpoint of customers’ prevalent purchasing orientations were divided into two categories, generic and contextual. The generic knowledge and skills apply to all purchasing orientations, and the contextual knowledge and skills depend on customers’ prevalent purchasing orientations. Generic knowledge and skills relate to price setting, negotiation, communication and interaction skills, while contextual ones relate to knowledge brokering, ability to present solutions and relationship skills. Buying-oriented buyers value salespeople who are ‘action oriented experts, however at a bit of an arm’s length’, procurement buyers value salespeople who are ‘experts deeply dedicated to the customer and fostering the relationship’ and supply management buyers value salespeople who are ‘corporate-oriented experts’. In addition, the buyer’s perceptions on knowledge and selling skills differ from the seller’s ones. The buyer side emphasizes managing the subject matter, consisting of the expertise, understanding the customers’ business and needs, creating a customized solution and creating value, reliability and an ability to build long-term relationships, while the seller side emphasizes communica- tion, interaction and salesmanship skills. The study integrates the selling skills of the current three-component model− technical knowledge, salesmanship skills, interpersonal skills− and relationship skills and purchasing orientations, into a selling competency model. The findings deepen and update the content of these knowledges and skills in the B2B setting and create new insights into them from the buyer’s perspective, and thus the study increases contextual understanding of selling competencies. It generates new knowledge of the salesperson’s competencies for the relationship selling and personal selling and sales management literature. It also adds knowledge of the buying orientations to the buying behavior literature. The findings challenge sales management to perceive salespeople’s selling skills both from a contingency and competence perspective. The study has several managerial implications: it increases understanding of what the critical selling knowledge and skills from the buyer’s point of view are, understanding of how salespeople effectively implement the relationship marketing concept, sales management’s knowledge of how to manage the sales process more effectively and efficiently, and the knowledge of how sales management should develop a salesperson’s selling competencies when managing and developing the sales force. Keywords: selling competencies, knowledge, selling skills, relationship skills, purchasing orientations, B2B selling, abductive approach, technology firms
Resumo:
There are more than 7000 languages in the world, and many of these have emerged through linguistic divergence. While questions related to the drivers of linguistic diversity have been studied before, including studies with quantitative methods, there is no consensus as to which factors drive linguistic divergence, and how. In the thesis, I have studied linguistic divergence with a multidisciplinary approach, applying the framework and quantitative methods of evolutionary biology to language data. With quantitative methods, large datasets may be analyzed objectively, while approaches from evolutionary biology make it possible to revisit old questions (related to, for example, the shape of the phylogeny) with new methods, and adopt novel perspectives to pose novel questions. My chief focus was on the effects exerted on the speakers of a language by environmental and cultural factors. My approach was thus an ecological one, in the sense that I was interested in how the local environment affects humans and whether this human-environment connection plays a possible role in the divergence process. I studied this question in relation to the Uralic language family and to the dialects of Finnish, thus covering two different levels of divergence. However, as the Uralic languages have not previously been studied using quantitative phylogenetic methods, nor have population genetic methods been previously applied to any dialect data, I first evaluated the applicability of these biological methods to language data. I found the biological methodology to be applicable to language data, as my results were rather similar to traditional views as to both the shape of the Uralic phylogeny and the division of Finnish dialects. I also found environmental conditions, or changes in them, to be plausible inducers of linguistic divergence: whether in the first steps in the divergence process, i.e. dialect divergence, or on a large scale with the entire language family. My findings concerning Finnish dialects led me to conclude that the functional connection between linguistic divergence and environmental conditions may arise through human cultural adaptation to varying environmental conditions. This is also one possible explanation on the scale of the Uralic language family as a whole. The results of the thesis bring insights on several different issues in both a local and a global context. First, they shed light on the emergence of the Finnish dialects. If the approach used in the thesis is applied to the dialects of other languages, broader generalizations may be drawn as to the inducers of linguistic divergence. This again brings us closer to understanding the global patterns of linguistic diversity. Secondly, the quantitative phylogeny of the Uralic languages, with estimated times of language divergences, yields another hypothesis as to the shape and age of the language family tree. In addition, the Uralic languages can now be added to the growing list of language families studied with quantitative methods. This will allow broader inferences as to global patterns of language evolution, and more language families can be included in constructing the tree of the world’s languages. Studying history through language, however, is only one way to illuminate the human past. Therefore, thirdly, the findings of the thesis, when combined with studies of other language families, and those for example in genetics and archaeology, bring us again closer to an understanding of human history.
Resumo:
Tässä kandidaatintutkielmassa tarkastellaan vuonna 2008 kärjistyneen finanssikriisin aiheuttamien suhdannevaihteluiden vaikutusta Nasdaq OMX Helsinkiin listattujen teknologia-alan yritysten suorituskykyyn. Tutkielman päätavoitteena on selvittää millaisiin listautuneisiin teknologia-alan yrityksiin finanssikriisi vaikutti eniten. Analyysi toteutettiin kvantitatiivisin menetelmin hyödyntämällä klusterianalyysiä sekä Kruskal-Wallis -testiä.