Lean -työkalujen käyttöönoton suunnittelu VR Groupin kunnossapitoyksikölle

Lean –filosofia on ollut 1990 lähtien esillä yritysten toiminnan kehittämisessä niin laadun kuin tuottavuuden kehittämisen osalla. Filosofia on rakennettu Toyotan kehittämän Toyota Production Systemin (TPS) pohjalta ja sisältää useita eri menetelmiä yrityksen toimintojen jatkuvaan kehittämiseen yrityksen eri vaiheissa. Lean –filosofiassa yritystä kehitetään koko yrityksen olemassa olon ajan, voidaankin sanoa kyseessä olevan yrityksen elämäntapa. VR Group:n kunnossapitopalveluissa kehitetään parhaillaan VR Groupin laitteiden kunnossapitoa vastaamaan tulevaisuudessa avautuvaan kilpailuun. Kehittämishankkeen yhtenä kohteena on lean –ajattelun käyttöönottaminen kunnossapitopalvelun toiminnassa. Työssä selvitettiin leanin sisältämien menetelmien käyttöönottoa yhdelle VR Groupin kunnossapitoyksikölle, pääpainona virtauttaminen sekä jatkuva parantaminen. Työssä laadittiin kaksi virtauttamissuunnitelmaa VR Groupin kunnossapitoyksikölle, sekä esitellään vaihtoehtoja lean -työkaluista, joita kohdeyksikön kehittämisohjelmassa voitaisiin käyttää.

Toiminnan kehittäminen joukko-osastossa

Tutkimuksen päätavoite on tuottaa toiminnan kehittämismalli Kaartin Jääkärirykmentille, joka on yksi maavoimien joukko-osastoista. Tutkimuksen osatavoitteina on luoda yleinen malli joukko-osaston toiminnan kehittämisen osa-alueista, muodostaa luodun mallin perusteella kyselylomake kehityskohteiden kartoittamiseksi sekä laaditulla lomakkeella selvittää joukko-osaston toiminnan kehitystarpeita. Toiminnan kehittäminen nähdään tutkimuksessa toimintojen tai toimintatapojen kehittämisenä, ja sitä tarkastellaan laatujohtamisen näkökulmasta. Tutkimus on luonteeltaan laadullinen empiirinen tutkimus, jolla pyritään uuden mallin luomiseen. Tiedonkeruumenetelminä olivat kirjallisuuskatsaus, puolistrukturoidut haastattelut ja kyselytutkimus. Kirjallisuuskatsausta edusti perehtyminen laatujohtamisen teoriaan. Laatujohtamisen teoriaa täydennettiin kahdella asiantuntijahaastattelulla, joista toinen tehtiin laatujohtamisen teorian asiantuntijalle ja toinen käytännön asiantuntijalle. Lisäksi tutkimuksessa perehdyttiin puolustusvoimien laadunhallinnan ja toiminnan kehittämisen ohjeistukseen. Puolustusvoimien ohjeistusta edustivat Pääesikunnan ja Maavoimien Esikunnan ohjeasiakirjat sekä yhden esimerkkijoukko-osaston ohjeistus. Laatujohtamisen teorian ja puolustusvoimien ohjeistuksen perusteella muodostettiin yleinen malli joukko-osaston toiminnan kehittämisen osa-alueista. Malli oli samalla tutkimuksen ensimmäinen osatavoite. Mallin perusteella toiminnan kehittäminen koostuu: toiminnan vakioinnista, toiminnan arvioinnista, toiminnan jatkuvasta parantamisesta ja innovatiivisuudesta. Näiden neljän kokonaisuuden perusteella luotiin kyselylomake, siten, että samalla kyselylomakkeella pystyttiin kartoittamaan Kaartin Jääkärirykmentin nykyisen toiminnan mahdollisia kehitystarpeita ja myöhemmässä vaiheessa mittamaan toiminnan kehittymistä. Kyselylomakkeen muodostaminen oli samalla tutkimuksen toinen osatavoite. Kyselylomakkeen avulla toteutettiin kyselytutkimus kehitystarpeiden selvittämiseksi. Tämä oli tutkimuksen kolmas osatavoite. Kyselytutkimuksen tulosten perusteella eniten kehitettävää oli toiminnan jatkuvassa parantamisessa. Tulosten perusteella muodostettiin vuosisuunnittelurytmiin sidottu, itsearviointiin ja yhteen jatkuvan parantamisen malliin pohjautuva, toiminnan kehittämisen malli Kaartin Jääkärirykmentille.

Improvement of Surface Strength of Paper

Offset printing is a popular printing method that is especially suitable for large and fast print jobs. Newspapers, magazines and books are typical examples of products printed with offset method. In high volume printing production high efficiency is essential. Offset printing uses tacky inks that cause serious stress to the paper surface. Dusting and linting are terms that describe how loose and weakly bonded particles are removed from the paper surface in the printing process. The removed particles accumulate in the process causing deteriorating print quality. This forces the printing operators to stop production for washing and cleaning. Time and money are lost. Dusting and linting tendency of paper can be decreased by improving the surface strength of paper. In the present work a method to increase the surface strength of paper was studied. In the literature part offset printing method and challenges related to offset printing are presented. A review of new methods for surface sizing of paper is also presented. The experimental part presents trials where an apparatus for improving paper surface strength was tested and developed in mill scale. Laboratory work supporting the actual mill scale operations is also presented. The acquired results provide a solid base of information to make decisions on how to proceed with research in the present field of study.

Process approach in quality management - Case: ECO process development in EMS industry

The aim of the thesis was to study quality management with process approach and to find out how to utilize process management to improve quality. The operating environment of organizations has changed. Organizations are focusing on their core competences and networking with suppliers and customers to ensure more effective and efficient value creation for the end customer. Quality management is moving from inspection of the output to prevention of problems from occurring in the first place and management thinking is changing from functional approach to process approach. In the theoretical part of the thesis, it is studied how to define quality, how to achieve good quality, how to improve quality, and how to make sure the improvement goes on as never ending cycle. A selection of quality tools is introduced. Process approach to quality management is described and compared to functional approach, which is the traditional way to manage operations and quality. The customer focus is also studied, and it is presented, that to ensure long term customer commitment, organization needs to react to changing customer requirements and wishes by constantly improving the processes. In the experimental part the theories are tested in a process improvement business case. It is shown how to execute a process improvement project starting from defining the customer requirements, continuing to defining the process ownership, roles and responsibilities, boundaries, interfaces and the actual process activities. The control points and measures are determined for the process, as well as the feedback and corrective action process, to ensure continual improvement can be achieved and to enable verification that customer requirements are fulfilled.

ESTABLISH & DEPLOY DOWNSTREAM MARKETING CAPABILITIES: a case study research following the framework implementation journey

According to many academic researches, the development of marketing capabilities can enhance organizational performance. Similarly, downstream marketing capabilities have an important role in accomplishment the organizational goals. Particularly the downstream marketing capabilities identified in this research are the Marketing Communication, Selling, Marketing implementation, and Market information management. These four capabilities are summarized under the following abilities. First, the ability to manage customers’ opinion regarding the offered value from the organization. Second, the ability of the organization to obtain orders from new and established customers. Third, the ability of aligning and translate the marketing strategy into an operating action plan along with the deployment of the organizational resources. Forth, the continuous process of gathering and managing information about the markets. Moreover, the literature review of this research shed light on the elements that compose the downstream marketing capabilities. Specifically, this research examined the downstream processes and the required information required to control these processes based on the American Productivity and Quality Center’s Process Classification Framework. Furthermore, the literature review examined some of the technological tools that are used in marketing processes, and also some managerial implication regarding the management of the downstream marketing employees. Along with the investigation of downstream marketing capabilities, the literature review investigated the utilization and the benefits of Component Business Model and Process Classification Framework, as they are defined by the organizations that developed them. Besides this initial study, the research presents how the examined organization is using the two frameworks together by cross-referring them. Finally, the research presents the optimal deployment of the collected downstream capabilities elements in the current organizational structure. The optimal deployment has been grounded on the information collected from the literature review but also from internal documentation, provided from the examined organization. By comparing the optimal deployment and the current condition on the organization, the research exhibits some points for improvement, but also some of the projects that are currently in progress inside the organization and eventually will provide solutions to these downsides.

Configuration management process improvement : a case study of a Pan-Nordic insurance company

Configuration management is often seen as an enabler for the main IT Service Management (ITSM) processes such as Incident and Problem management. A decent level of quality of IT configuration data is required in order to carry out routines of these processes. This case study examines the state of configuration management in a multinational organization and aims at identification of methods for its improvement. The author has stayed five months with this company in order to collect different sources of evidence and to make observations. The main source of data for this study is interviews with some of the key employees of the assigned organization who are involved into the ITSM processes. This study concludes the maturity level of the existing configuration management process to be repeatable but intuitive, and outlines the principal requirements for its improvement. A match between the requirements identified in the organization and the requirements stated in the ISO/IEC 20000 standard indicates the possibility of adopting ITIL guidelines as a method for configuration management process improvement. The outcome of the study presents a set of recommendations for improvement that considers the process, the information model and the information system for configuration management in the case organization.

Understanding and improving quality of secondary school education : conceptions among teachers in Tanzania

Temat för studien handlar om gymnasielärares uppfattningar om kvalitet och om hur kvalitet kan utvecklas i gymnasieutbildningen in Tanzania. Studien är till sin karaktär kvalitativ och består av utprövade semistrukturerade intervjuer med sammanlagt trettio lärare som arbetar i fyra gymnasieskolor både i urbana och rurala miljöer. Lärarna har varierande arbetserfarenhet och undervisar i olika ämnen. Huvudfokus har gällt identifieringen av variationer i lärares uppfattningar om kvalitet. På basen av två forskningsfrågor avslöjar analysen uppfattningar av hur lärare förstår och önskar utveckla kvaliteten på gymnasieutbildningen. Resultaten visar att lärare förstår kvaliteten på utbildningen i sina skolor som försök att möta skolans och samhällets mål, som individuella prestationer och förmågor som att inneha kompetenser och som att möta utmaningar inom utbildning, Identifierade uppfattningar var baserade på lärarnas personliga kunskap, arbetsmiljön och varierande omständigheter som rådde i deras skolor. Uppfattningar om en förbättring av kvaliteten i gymnasieutbildningen innefattade utveckling av lärares motivation, skolmiljön, arbetet i klassrum, kvaliteten på lärares kunskaper och färdigheter och undervisningsmaterial. Ambitionen bakom studien ar att erbjuda en plattform för strategier för att förbättra kvaliteten på gymnasieutbildningen. Resultaten strävar till att ge en fördjupad insikt i uppfattningar hos en utvald grupp av lärare som arbetar under samma villkor inom gymnasieskolor I Tanzania. Av den här anledningen är den genererade kunskapen därför relevant för att belysa lärares uppfattningar även utanför den studerade gruppen av respondenter.

Ympäristö- ja energianhallintajärjestelmän suunnittelu valaisinpylväitä valmistavalle yritykselle

Diplomityön tavoitteena oli tutkia, miten ympäristö- ja energianhallintajärjestelmät tulisi yrityksessä rakentaa. Tarkoituksena oli myös analysoida toimipaikkojen ominaisuuksien perusteella, olisiko Tehomet-konsernin tehtaille kannattavampaa rakentaa yhteinen vai oma hallintajärjestelmä. Lisäksi analysoitiin ympäristö- ja energianhallintajärjestelmien integroimista olemassa olevaan laatujärjestelmään. Kansainvälisten ISO-standardien pohjalta rakennetaan hallintajärjestelmä, joka toimii johtamisen työkaluna. Järjestelmä sisältää käytännössä sovitut toimintatavat ja kirjatut menetelmät, joilla voidaan hallita yrityksen todettuja ja mahdollisia ympäristövaikutuksia. Työssä keskityttiin yrityksen toiveiden mukaisesti erityisesti ympäristöjärjestelmään. Tapaustutkimuksen menetelmänä käytettiin kyselyä, haastatteluja ja tehdaskatselmuskierrosta. Standardien sisältöjen ja toimijan nykytilanteen kartoittamisen sekä jatkotoimenpiteiden pohtimisen tuloksena syntyivät teoriakatsaus järjestelmistä, alustavan ympäristökatselmuksen tulokset sekä toimintamalli ympäristöjärjestelmän käyttöönottamiseksi. Toimintamallin esimerkkien avulla yrityksen on mahdollista rakentaa ympäristöjärjestelmä. Työn sovellusosassa kerrottiin, miltä osin energiajärjestelmä eroaa ympäristöjärjestelmästä, eli mitkä asiat tulisi vielä huomioida, jotta energia-asioita voitaisiin jatkossa hallita standardin mukaisesti. Työn toimenpidesuositusten avulla on siten annettu ohjeet myös energianjärjestelmän rakentamiseksi. Järjestelmän rakentamisen jälkeen alkaa ylläpitotyö jatkuvan parantamisen periaatteen mukaisesti.

Ride Comfort of Automatic Elevator Doors

Ride comfort of elevators is one of the quality criteria valued by customers. The objective of this master’s thesis was to develop a process to measure the ride comfort of automatic elevator doors. The door’s operational noise was chosen as a focus area and other kinds of noise for example caused by pressure differences in the elevator shaft were excluded. The thesis includes a theory part and an empirical part. In the first part theories of quality management, measuring of quality and acoustics are presented. In the empirical part the developed ride comfort measuring process is presented, different operational noise sources are analyzed and an example is presented of how this measuring process can be used to guide product development. To measure ride comfort a process was developed where a two-room silent room was used as a measuring environment and EVA-625 device was used in the actual measuring of door noise. A-weighted decibels were used to scale noise pressure levels and the door movement was monitored with an accelerometer. This enabled the connection between the noise and noise sources which in turn helped to find potential ride comfort improvement ideas. The noise isolation class was also measured with the Ivie-measuring system. Measuring of door ride comfort gives feedback to product development and to managing current product portfolio. Measuring enables the continuous improvement of elevator door ride comfort. The measuring results can also be used to back up marketing arguments for doors.

How (not) to interview children : interviews with young children in sexual abuse investigations in Finland

The present thesis had two main objectives: The first was to assess how child sexual abuse (CSA) interviews in Finland are conducted through analysing the interviewing techniques applied and the language used by the interviewers, as well as to suggest ways to improve interviews if they were found to have deficiencies. The second main aim was to contribute to the growing research corpus concerning CSA interviews, in particular, by addressing how interviewers follow up information provided by the child, by analysing whether child health care professionals would use childadapted language, and by studying the kind of modifications in the verbal behaviour of interviewers and children that were associated with a) repeated interviews, b) a support person’s presence at the interview, and c) the use of anatomically detailed dolls. Two complementary samples of CSA interviews were analysed. The first one was composed of child interviews with 3-12-year-old children (N = 27) that had been considered problematic by lawyers or other involved professionals (Studies I and IV). The second sample consisted of unselected interviews (N = 43) with children aged 3 to 8 years conducted in a number of hospitals in different parts of the country (Studies II and III). Study I: The verbal interaction between interviewer and child was analysed in a sample of interviews that had been considered to be problematic by involved professionals. Results showed that interviewers used inappropriate questioning techniques, relying on option-posing, specific suggestive and unspecific suggestive questions to a significant extent, these comprising around 50% of all interviewer utterances. The proportion of invitations, which the research community recommends interviewers to rely on, was strikingly low. Invitations and directive utterances were associated with an increase in informative responses by the child in terms of response type, number of new details reported, as well as length of response. The opposite was true for option-posing and suggestive utterances. Longer questions by the interviewer (in number of words) often rendered no reply from the child, whereas shorter questions were followed by descriptive answers. Even after the child had provided an informative answer, interviewers failed to follow up the information in an adequate way and instead continued to rely on focused and leading questions. Study II: Due to the possible bias of the sample analysed in Study I, the most important analyses were rerun with the unselected sample and reported separately. Results were quite similar between the two studies, indicating that the problems observed in Study I, with interviewers relying on option-posing and suggestive questions to a significant extent, are likely to be general and not specific for those interviews. Even if suggestive questions were slightly less and invitations slightly more common in this sample than in the previous study, almost half of the interviewer questions were still optionposing or suggestive, and also in this sample, interviewers failed to follow up information by the child in a facilitating manner. Differentiating between judicial and contextual details showed that while facilitators, invitations, and directive utterances elicited more contextual than judicial details, the opposite was true for specific suggestive utterances. These results might be explained by the reluctance of children to describe sexual details related to the abuse events. Alternatively, they may also be due to children describing incorrect sexual details as a result of suggestive interviewing techniques. Study III: This study examined features of the language used by the interviewers. Interviewer utterances included multiple questions, long statements, complicated grammar and concepts, as well as unclear references to persons and situations. More than a fifth of the interviewer utterances were coded as belonging to at least one of these categories. The results suggest that even professionals who are experienced in interacting with children may have difficulties in using a child-sensitive language, adding to the pool of studies showing similar problems to occur in legal hearings with children conducted by lawyers. As children rarely comment on, or even recognise, their lack of comprehension, the use of a language that is too complex can have detrimental consequences for the outcomes of investigative interviews. Interviewers used different approaches to introduce the topic of abuse. While 15% of the children spontaneously addressed the topic of abuse, probably indicating that they felt confident with the interviewer and the situation, in almost 50% of the cases, the interviewer introduced the topic of abuse in a way that can be considered leading. Interviews were characterised by a lack of structure, apparent in frequent rapid switches of topic by the interviewer. This manner was associated with a decrease in the number of new details provided by the children. Study IV: This study analysed possible changes in the interview dynamics associated with repeated interviewing, the presence of a support person (related to the child), and the use of anatomically detailed (AD) dolls. Repeated interviewing, in combination with suggestive questions, has previously been found to seriously contaminate children’s accounts. In the present material, interviewers used significantly more suggestive utterances in the repeated condition, thus endangering the reliability of the children’s reports. Few studies have investigated the effects of a support person’s presence at the interview. The results of the present study showed that interviewers talked more and children provided less information when a support person was present. Supporting some earlier findings regarding the use of AD dolls, the present results showed that using AD dolls was associated with longer interviewer utterances and shorter, less responsive, and less detailed child responses. Interviewers used up to five times more unspecific suggestive utterances when dolls were used, for instance through repeatedly asking the child to show “what really happened” with the dolls. Conclusion: The results indicate that CSA interviews in Finland are not conducted in a manner that follows best practice as defined by the research community and as stated in a number of guidelines. When comparing these questioning strategies with the recommendations, which have been predominant in the field for more than ten years now, it can be concluded that the interviews analysed were conducted in a manner that undermines the possibility to elicit an uncontaminated and accurate narrative from the children. A particularly worrying finding was the fact that interviewers did not follow up relevant information by the children in an adequate way. A number of clinical implications can be drawn from the results, particularly concerning the need for improvement in the quality of CSA interviews. There is convincing research regarding how to improve CSA interviews, notably through training forensic child interviewers to use a structured interviewing protocol, and providing them with continuous supervision and feedback. Allocating appropriate resources to improve the quality of forensic child interviews is a matter of protecting the rights of all persons involved in CSA investigations, in particular those of the children.

Toimituskyvyn kehittäminen prosessin materiaalipuutteita hallitsemalla

Toimituskyky on yrityksen suorituskykyä kuvaava tekijä, jolla on merkittävä vaikutus asiakastyytyväisyyteen, erityisesti valmistusteollisuudessa. Toimituskyky muodostuu materiaalin saatavuudesta ja logistisen järjestelmän toimitusvarmuudesta, joten hyvä toimituskyky edellyttää materiaalipuutteiden hallintaa. Tämän diplomityön tavoitteena on esittää, miten toimituskykyä voidaan kehittää tilaus-toimitusprosessin materiaalipuutteita hallitsemalla. Tutkimus toteutettiin konstruktiivisella tutkimusotteella case-tutkimuksena havainnoimalla toimintaa case-yrityksessä sekä analysoimalla case-yrityksen kirjallista materiaalia ja arkistoja. Yrityksessä havaittuja materiaalipuutteisiin liittyviä ongelmia tarkasteltiin tilaus-toimitusprosessin näkökulmasta prosessijohtamisen ja systemaattisen ongelmanratkaisun teorioiden avulla. Tutkimuksen tuloksena laadittiin kolme käytännönläheistä ratkaisuehdotusta havaittuihin ongelmiin; (1) materiaalipuutteiden syy-seuraussuhteita kuvaavat ongelma-syy-seurausketjut, (2) materiaalipuutteiden ongelmanratkaisumalli systemaattisen ongelmanratkaisun tueksi sekä (3) visuaalinen tilaus-toimitusprosessimalli, joka painottaa osaprosessien yhteyttä koko prosessin toimituskykyyn ja toimitusvarmuuteen. Tulosten mukaan materiaalipuutteet tulisi käsittää prosessin laatuvirheinä, jotka antavat arvokasta tietoa siitä, että prosessissa on laatuongelmia. Tulosten perusteella yrityksen toimituskykyä voidaan kehittää havainnoimalla tilaus-toimitusprosessin laatuvirheitä, selvittämällä laatuvirheiden syy-seuraussuhteet systemaattisesti ongelmanratkaisumallia hyödyntäen sekä toimimalla prosessiajattelun mukaisesti tilaus-toimitusprosessin toimituskyvyn jatkuvaa parantamista tavoitellen. Tutkimusongelman tarkastelutapaa ja työn tuloksia voidaan soveltaa samankaltaisiin tapauksiin, joissa tilaus-toimitusprosessin laatuvirheet, esimerkiksi materiaalipuutteet, paljastavat kehittämistä vaativia epäkohtia prosessin toimintatavoissa. Tilaus-toimitusprosessin toimituskykyä voidaan kehittää vain, jos panostetaan ajan hallintaan ja kykyyn toimia asiakaslupausten ja sopimusten mukaisesti.

Employees’ continuous learning and job satisfaction - effects on productivity

In today’s knowledge intense economy the human capital is a source for competitive advantage for organizations. Continuous learning and sharing the knowledge within the organization are important to enhance and utilize this human capital in order to maximize the productivity. The new generation with different views and expectations of work is coming to work life giving its own characteristics on learning and sharing. Work should offer satisfaction so that the new generation employees would commit to organizations. At the same time organizations have to be able to focus on productivity to survive in the competitive market. The objective of this thesis is to construct a theory based framework of productivity, continuous learning and job satisfaction and further examine this framework and its applications in a global organization operating in process industry. Suggestions for future actions are presented for this case organization. The research is a qualitative case study and the empiric material was gathered by personal interviews concluding 15 employee and one supervisor interview. Results showed that more face to face interaction is needed between employees for learning because much of the knowledge of the process is tacit and so difficult to share in other ways. Offering these sharing possibilities can also impact positively to job satisfaction because they will increase the sense of community among employees which was found to be lacking. New employees demand more feedback to improve their learning and confidence. According to the literature continuous learning and job satisfaction have a relative strong relationship on productivity. The employee’s job description in the case organization has moved towards knowledge work due to continuous automation and expansion of the production process. This emphasizes the importance of continuous learning and means that productivity can be seen also from quality perspective. The normal productivity output in the case organization is stable and by focusing on the quality of work by improving continuous learning and job satisfaction the upsets in production can be handled and prevented more effectively. Continuous learning increases also the free human capital input and utilization of it and this can breed output increasing innovations that can increase productivity in long term. Also job satisfaction can increase productivity output in the end because employees will work more efficiently, not doing only the minimum tasks required. Satisfied employees are also found participating more in learning activities.

Linking supplier delivery risk to outbound delivery service performance improvement

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.

Reseptikeskuksen lääkekohtaisen tiedon laadun kartoitus toiminnallisesta näkökulmasta

Diplomityössä kartoitetaan tiedon laatuun vaikuttavia tekijöitä kirjallisuuden pohjalta sekä tutkitaan empiirisesti sähköisen reseptin tietosisällön laatua toiminnallisuuden näkökulmasta tarkasteltuna. Tutkimuksen tavoitteena on tuottaa esiselvitys Reseptikeskuksen tietosisällön toiminnallisesta laadusta käytettäväksi lähtötietona tiedon laadun arviointiin ja seurantaan. Tutkimuksen empiirinen osuus toteutettiin kvantitatiivisena tutkimuksena analysoimalla Reseptikeskuksen tietosisällöstä poimittua n. 600 potilaan otosta. Tutkitussa tietosisällössä havaittiin joitain poikkeamia tietosisältöä koskeviin määrityksiin verrattuna, mutta merkittäviä eroja terveydenhuollon eri toimijaryhmien apteekeissa, julkisella ja yksityisellä sektorilla kirjaamien reseptien tietosisällön laadussa ei havaittu. Tiedon kontekstisidonnaisuus on keskeinen tekijä tiedon toiminnallisen laadun määrittämisessä, arvioinnissa ja kehittämisessä. Toiminnan kannalta merkityksellinen tieto rakentuu dataan liitettyjen merkitysten, tiedon käyttäjien kokemusten sekä teknisen ja sosiaalisen käyttöympäristön muodostamana kokonaisuutena. Tiedon laadun parantaminen on jatkuva prosessi, jota tulee ylläpitää arvioimalla ja kehittämällä käytettäviä laatumittareita ja analysointimalleja. Reseptikeskuksen tietosisällön laatua voidaan edelleen kehittää ja nyt tehdyn esikartoituksen pohjalta voidaan jatkossa seurata tietosisällön laadun kehittymistä uusien tutkimusten avulla

Production Quality Analysis of Special Elevator Cars Based on Six Sigma Approach

Project scope is to utilize Six Sigma DMAIC approach and lean principles to improve production quality of the case company. Six Sigma tools and techniques are explored through a literature review and later used in the quality control phase. The focus is set on the Pareto analysis to demonstrate the most evident development areas in the production. Materials that are not delivered to the customer or materials that damaged during transportation comprise the biggest share of all feedbacks. The goal is set to reduce these feedbacks by 50 %. Production observation pointed out that not only material shortages but also over-production is a daily situation. As a result, an initial picking list where the purchased and own production components can be seen, is created, reduction of over- and underproduction and material marking improvement are seen the most competitive options so that the goal can be reached. The picking list development should still continue to make sure that the list can be used not only in the case study but also in the industrial scale. The reduction of material missing category can be evaluated reliably not sooner than in few years because it takes time to gather the needed statistical information.