Building a creative city brand through an international mega-event : Case: Helsinki World Design Capital 2012

In order to grow, cities are increasingly competing for attention, jobs, investments, visitors, residents and significant events. Cities need to come up with creative solutions to keep up with the competition; they ought to become creative cities. Attracting talented and diverse inhabitants is a key factor in developing a creative city, which on is characterized by openness, tolerance, vibrancy and diversity. Along the need for renewed city images city brand building has become popular. Helsinki is the World Design Capital 2012 (WDC 2012) and this mega-event presents a meaningful opportunity for the city to broadcast itself globally. The purpose of this study is to evaluate how Helsinki brands itself as a creative city through an international mega-event. The sub-aims are to: 1) Map the factors behind the creative city and their relation to the city of Helsinki, 2) Describe the city branding process, 3) Evaluate the role of the Helsinki World Design Capital 2012 mega-event in Helsinki’s creative city brand building. First, the theory discusses the concept of the creative city that has gained growing attention during the past decade. Then, the city branding process is described and the benefits of hosting a mega-event are presented. Finally, co-branding a city and a mega-event in order to generate maximum benefit from the mega-event, is reviewed. This is a qualitative research for which data was collected through three face-to-face interviews, the World Design Capital 2012 bid, Helsinki’s economic development strategy, a consulting firm’s research report on the case city and web-pages. The research reveals that Helsinki has shown interest in the creative city discussion. The terminology around the concept is however approached carefully. Helsinki fits many of the creative city characteristics and recognizes its flaws for which improvement strategies have been planned. Bottlenecks keeping the city from promoting a more open mind were mainly revealed in its organizational structures. Helsinki has no official brand strategy; nonetheless pressure to develop one is present. The World Design Capital 2012 mega-event is seen as a meaningful stepping board to strengthen Helsinki’s identity and image, and start thinking about a city brand. The brand strategies of the mega-event support the values and virtues of the city itself, which enables benefits of co-branding introduces in the theory part. Helsinki has no official brand and doesn’t call itself a creative city, however this study shows signs of the city taking steps towards building a creative city brand with the help of the Helsinki World Design Capital 2012 mega-event.

Yritysjärjestelyn toteutuneeseen kauppahintaan vaikuttavat tekijät – empiirinen tutkimus ulkoisen neuvonantajan suoriutumisesta yritysjärjestelyissä

Tämän Pro Gradu -tutkielman tavoitteena on tutkia mitkä tekijät vaikuttavat yritysjärjestelyn toteutuneeseen kauppahintaan. Lisäksi tämä tutkimus pyrkii vastaamaan mikä on ulkoisen neuvonantajan rooli kauppahinnan muodostumisessa sekä miten ulkoinen neuvonantaja suoriutuu erilaisista yritysjärjestelyistä. Tutkimuksen syntyä motivoi vähäinen tutkimusten määrä pienten yritysten yritysjärjestelyistä; yritysjärjestelyt toteutetaan usein puutteellisilla resursseilla ja epäonnistuneet yritysjärjestelyt nähdään uhkana Euroopan unionin talouskasvulle. Empiirinen tutkimus koostuu 104 toteutuneesta pienen yrityksen yritysjärjestelyn tilastollisesta analyysistä. Pääsääntöisesti otosta on tutkittu keskiarvovertailulla (Ttesti ja Oneway Anova) sekä korrelaatiotestauksella. Tutkimuksen tulokset osoittavat, että arvonmääritys on merkittävimmin kauppahintaan vaikuttava tekijä. Tämän lisäksi tilinpäätöstiedoilla on positiivinen yhteys kauppahintaan, kun taas myyntiajalla tai preemiolla ei ole yhteyttä kauppahintaan. Sekä osake- ja liiketoimintakaupan että sukupolvenvaihdosten ja yrityskauppojen välillä tehty keskiarvovertailu osoittaa, että ulkoinen neuvonantaja suoriutuu ammattitaitoisesti erilaisista yritysjärjestelytilanteista osaten huomioida näihin liittyviä erityispiirteitä.

The Use of Systematic Value Strategies in Separating the Winners from the Losers: Evidence from the Finnish Markets

This study examines the Magic Formula and ERP5 value strategies in the Finnish stocks markets. Magic Formula ranks stocks based on EV/EBIT and ROA and ERP5 based on EV/EBIT, ROA, P/B and five-year trailing ROA. The purpose of the study is to examine whether the value strategies can be used to generate excess returns over the market index. The data has been collected from the Datastream database for the sample period from May 1997 to May 2010 and consists of the companies listed on the main list of Helsinki Stock Exchange. This study confirms the findings of previous research that value premium exists in the Finnish stock markets and that systematic value strategies can be used to form portfolios that outperform the market index with lower volatility.

Apoptose e maturação placentária bovina: um estudo imunohistoquímico e morfométrico

Resumo: A liberação da placenta após o parto envolve a perda da adesão materno-fetal e ocorre somente após a maturação completa do placentoma, que está relacionada com a diminuição da celularidade dos tecidos fetal e materno. A apoptose é requerida tanto para a maturação quanto para a liberação normal da placenta após o parto. O objetivo do presente estudo foi avaliar a ocorrência de apoptose em amostras de placenta de vacas em diferentes fases de gestação. Amostras de placentomas de 15 vacas saudáveis com 4 (n=5), 6 (n=5) e 9 (n=5) meses de gestação foram colhidas e processadas rotineiramente para a histologia, imunoistoquímica e histoquímica. As lâminas obtidas foram coradas em HE, Picrosirius Red e submetidas à análise imunoistoquímica das proteínas Caspase 3, Caspase 8, Bax e Bid. O aumento no número de vasos não necessariamente se associou ao aumento do calibre destes durante a evolução da gestação. Os resultados de histomorfometria revelaram aumento da marcação para Bax e Caspases 3 e 8 em células trofoblásticas binucleadas no final da gestação, enquanto o Bid se manteve sem alteração significativa. A histomorfometria das células trofoblásticas mononucleadas revelou expressão alta para Bax no início de gestação, com diminuição aos 6 meses de gestação e aumento das imunomarcações para Caspases 3 e 8, e Bid com o avanço gestacional. Os colágenos tipo I e III não aumentaram do terço médio ao final da gestação, o que é importante para a diminuição da adesão materno-fetal. Esses resultados confirmam que as Caspases 3 e 8, e o Bax estão envolvidos nos mecanismos de ativação da apoptose pela via intrínseca mitocondrial e/ou extrínseca ao longo da gestação em células trofoblásticas binucleadas, e que nas células trofoblásticas mononucleadas o Bax deixa de ser importante, enquanto o Bid e as Caspases 3 e 8 se tornam os mais significativos.

Price spike forecasting in a competitive day-ahead energy market

Electricity price forecasting has become an important area of research in the aftermath of the worldwide deregulation of the power industry that launched competitive electricity markets now embracing all market participants including generation and retail companies, transmission network providers, and market managers. Based on the needs of the market, a variety of approaches forecasting day-ahead electricity prices have been proposed over the last decades. However, most of the existing approaches are reasonably effective for normal range prices but disregard price spike events, which are caused by a number of complex factors and occur during periods of market stress. In the early research, price spikes were truncated before application of the forecasting model to reduce the influence of such observations on the estimation of the model parameters; otherwise, a very large forecast error would be generated on price spike occasions. Electricity price spikes, however, are significant for energy market participants to stay competitive in a market. Accurate price spike forecasting is important for generation companies to strategically bid into the market and to optimally manage their assets; for retailer companies, since they cannot pass the spikes onto final customers, and finally, for market managers to provide better management and planning for the energy market. This doctoral thesis aims at deriving a methodology able to accurately predict not only the day-ahead electricity prices within the normal range but also the price spikes. The Finnish day-ahead energy market of Nord Pool Spot is selected as the case market, and its structure is studied in detail. It is almost universally agreed in the forecasting literature that no single method is best in every situation. Since the real-world problems are often complex in nature, no single model is able to capture different patterns equally well. Therefore, a hybrid methodology that enhances the modeling capabilities appears to be a possibly productive strategy for practical use when electricity prices are predicted. The price forecasting methodology is proposed through a hybrid model applied to the price forecasting in the Finnish day-ahead energy market. The iterative search procedure employed within the methodology is developed to tune the model parameters and select the optimal input set of the explanatory variables. The numerical studies show that the proposed methodology has more accurate behavior than all other examined methods most recently applied to case studies of energy markets in different countries. The obtained results can be considered as providing extensive and useful information for participants of the day-ahead energy market, who have limited and uncertain information for price prediction to set up an optimal short-term operation portfolio. Although the focus of this work is primarily on the Finnish price area of Nord Pool Spot, given the result of this work, it is very likely that the same methodology will give good results when forecasting the prices on energy markets of other countries.

European luxury brands made in China: the effect of low-cost country manufacturing on brand image and purchase decisions

European luxury brands have an image of manufacturing their products in the same country where the brands originate. However, in the past years many luxury brands have shifted their manufacturing to countries outside Europe. China is now a common manufacturing country for European luxury brands despite the country’s poor image as a manufacturer. Chinese manufacturing is often associated with bad quality, bad labour conditions, mass production, and counterfeits. The image of China does not quite match the image luxury brands enjoy including characteristics such as high end quality, craftsmanship, details, design, or premium price. A negatively perceived country-of-manufacture may have an effect on a brand’s image and consumers’ purchase decisions. This thesis is focused on European luxury brands manufacturing in China, and how this effects the brand image and purchase decisions among luxury consumers. The empirical part of this thesis is based on focus group research, which is a popular method in the field of qualitative research. The main focus group is female luxury consumers in Finland. This main group has been divided into three categories: 1) the university students, 2) the young career women, 3) the experienced luxury consumers. This categorization has been done based on their different stages in luxury consumption. All in all, the empirical research consisted of 11 interviews and 29 participants. The main contribution of this thesis was that there is a difference between the opinions of the younger groups (university students and young career women) and the experienced luxury consumers when discussing the effect of country-of-manufacture on brand image and purchase decisions of luxury brands. The younger participants thought that manufacturing luxury products in China might affect the brand image, but their purchase decisions would not be that much affected by the country-of-origin. The experienced luxury consumers had quite a different view on the country-of-origin of luxury brands – they found it an important decisive factor prior making purchases. The majority of experienced luxury consumers would not buy luxury products made in China, and they would always check where these products are made in.

Elinkaarihankkeen rakennusliikeriskit

Tiivistelmä: Elinkaaren palvelumallit ovat suosittuja julkisten palveluiden hankintamuotoja Iso-Britanniassa. PPP–malli on yksi monista julkisten palvelujen kumppanuusmalleista, josta on tullut joissakin kunnissa yhä suositumpi hankintamalli myös Suomessa. Tämä on seurausta kuntien tiukasta taloustilanteesta, jossa PPP–hankkeen katsotaan mahdollistavan julkisen sektorin investoinnit joutumatta leikkaamaan muita pakollisia hankintoja. Kuitenkin koko elinkaaren kattavat palvelutarjonnan hankintamallit ovat vielä melko uusia malleja ja meillä on tarve löytää toimivia sopimusmalleja ja käytäntöjä, jotta hankkeista saadaan rakennusliikettä kiinnostavia liiketoimintamalleja. Ulkomailla elinkaarihankkeista on tehty monia tutkimuksia ja konsultit ovat kääntäneet niitä omiin tarkoituksiinsa sopiviksi. Kuitenkin Suomen lainsäädäntö on erilainen julkisten palveluiden tuottamisessa, erityisesti lakisääteisissä terveydenhuoltopalveluissa, vesi- ja jätevesihuollossa, vankeinhoidossa, ja niin edelleen. Tästä näkökulmasta ulkomailla tehdyt tutkimukset eivät sellaisenaan sovi Suomeen käytettäviksi. Esimerkiksi tutkimuksissa esitetään, että elinkaarihankkeet tuottavat pitkän aikavälin kassavirtaan, mutta tämä etu koskee vain rahoittaja ja kiinteistöpalvelu yrityksiä - ei rakennusyritystä. Tutkimuksissa mainitaan myös muista elinkaarihankkeiden mahdollisuuksista, jotka jäävät kuitenkin rakennusliikkeen näkökulmasta epäselviksi. Perinteisiin rakennuttamisen malleihin verrattuna elinkaarihankkeiden sopimusmenettelyt ovat monimutkaisempia sekä aikaa vievempiä ja sopijaosapuolten yhteistyö elinkaarihankkeissa on välttämätöntä. Käytännössä elinkaarihankkeiden riskienjako nähdään julkisen sektorin ja yksityisen sektorin välillä yksipuoliseksi. Jotta elinkaarimalli yleistyisi Suomessa, niin elinkaarisopimuksen riskienjaosta on tehtävä tasapuolinen ja käyttäjä pitää saada myös riskejä kantamaan. Tässä työssä keskitytään arvioimaan elinkaarimallien keskeisiä menestystekijöitä ja riskitekijöitä ja löytää mahdollisia tapoja tehdä hankintaprosessista helppoa ja sujuvaa. Samalla yritetään selvittää, miten elinkaarihankkeesta saadaan rakennusliikkeen kannalta menestyvää liiketoimintaa. Johtopäätökset perustuvat aikaisempiin tutkimuksiin ja empiiriseen tapaustutkimukseen. Työssä arvioidaan niitä seikkoja, jotka vaikuttavat yksityisen sektorin tarjouspäätökseen. Arvioinnissa erotetaan toisistaan kolme erillistä riskitekijää; tarjouksen tekemisen riskit, rakennushankkeen riskit ja elinkaaren aikaiset riskit. Työssä todetaan, että aikaisemmat tutkimukset ovat riittämättömiä rakennusliikkeen riskien arvioimiseen.

Liquidity and Asset Pricing in the French Stock Market

This thesis investigates pricing of liquidity in the French stock market. The study covers 835 ordinary shares traded in the period of 1996-2014 on Paris Euronext. The author utilizes the Liquidity-Adjusted Capital Asset Pricing Model (LCAPM) recently developed by Acharya and Pedersen (2005) to test whether liquidity level and risks significantly affect stock returns. Three different liquidity measures – Amihud, FHT, and PQS – are incorporated into the model to find any difference between the results they could provide. It appears that the findings largely depend on the liquidity measure used. In general the results exhibit more evidence for insignificant influence of liquidity level and risks as well as market risk on stock returns. The similar conclusion was reported earlier by Lee (2011) for several regions, including France. This finding of the thesis, however, is not consistent across all the liquidity measures. Nevertheless, the difference in the results between these measures provides new insight to the existing literature on this topic. The Amihud-based findings might indicate that market resiliency is not priced in the French stock market. At the same time the contradicting results from FHT and PQS provide some foundation for the hypothesis that one of two leftover liquidity dimensions – market depth or breadth – could significantly affect stock returns. Therefore, the thesis’ findings suggest a conjecture that different liquidity dimensions have different impacts on stock returns.

Portfolio Selection via Composite Measure Analysis: Evidence from the U.S. Stock Market

The aim of this research is to examine the pricing anomalies existing in the U.S. market during 1986 to 2011. The sample of stocks is divided into decile portfolios based on seven individual valuation ratios (E/P, B/P, S/P, EBIT/EV, EVITDA/EV, D/P, and CE/P) and price momentum to investigate the efficiency of individual valuation ratio and their combinations as portfolio formation criteria. This is the first time in financial literature when CE/P is employed as a constituent of composite value measure. The combinations are based on median scaled composite value measures and TOPSIS method. During the sample period value portfolios significantly outperform both the market portfolio and comparable glamour portfolios. The results show the highest return for the value portfolio that was based on the combination of S/P & CE/P ratios. The outcome of this research will increase the understanding on the suitability of different methodologies for portfolio selection. It will help managers to take advantage of the results of different methodologies in order to gain returns above the market.

The effect of CagA status on response to Helicobacter pylori eradication therapy in Western Turkey

If cytotoxin-associated gene A (CagA) status affects the response rates of therapy, then it may be possible to predict Helicobacter pylori eradication rates. We aimed to evaluate the response to eradication treatment of H. pylori infection in CagA-positive and CagA-negative patients. A total of 184 patients (93 males, 91 females, mean age 42.6 ± 12.8 years) with H. pylori-positive chronic gastritis were studied. Subjects underwent a gastroscopy and biopsy specimens were taken from the gastric antrum, body, and fundus. Before the eradication therapy was given all patients were tested for CagA, TNF-alpha and gastrin levels. They were then prescribed lansoprazole (30 mg bid), clarithromycin (500 mg bid), and amoxicillin (1.0 mg bid) for one week. On the 8th week a second endoscopy was performed and further biopsy specimens were obtained from the same sites as in the initial endoscopy. One hundred and twenty-seven patients (69.1%) were found to be CagA positive and 57 patients (30.9%) were CagA negative. The total eradication rate was 82.6%. In the CagA-positive group this rate was 87.4%, and in the CagA-negative group it was 71.9% (P = 0.019). TNF-alpha levels were higher in the CagA-positive than in the CagA-negative group (P = 0.001). However, gastrin levels were not different between groups (P = 0.421). Our findings revealed that CagA-negative status might be a risk factor for failure of H. pylori triple therapies. The CagA pathogenicity island gives a growth advantage to H. pylori strains and has been associated with an increase in the inflammatory response at the gastric mucosal level. These properties could make CagA-positive H. pylori strains more susceptible to antibiotics.

Business-Oriented IT Tool Development For Service Delivery Process

The target of this thesis is to evaluate a bid, project and resource management IT tool for service delivery process via proof-of-concept (POC) project to assess, if the tested software is an appropriate tool for the Case Company’s business requirements. Literature suggests that IT projects implementation is still a grey area in scientific research. Also, IT projects have a notably high rate of failure, one significant reason for this being insufficient planning. To tackle this risk, the Case Company decided to perform a POC project, which involved a hands-on testing period of the assessed system. End users from the business side feel that current, highly tailored project management tool is inflexible, difficult to use, and sets unnecessary limitations for the business. Semi-structured interviews and a survey form are used to collect information about current business practices and business requirements related to the IT tool. For the POC project, a project group involving members from each of the Case Company’s four business divisions was established to perform the hands-on testing. Based on data acquired during the interviews and the hands-on testing period, a target state was defined and a gap analysis was carried out by comparing the features provided by the current tool and the tested tool to the target state, which are, together with the current state description, the most important result of the thesis.

Analyzing the Effects of the New Renewable Energy Policy in Russia on Investments into Wind, Solar and Small Hydro Power

This thesis presents an analysis of recently enacted Russian renewable energy policy based on capacity mechanism. Considering its novelty and poor coverage by academic literature, the aim of the thesis is to analyze capacity mechanism influence on investors’ decision-making process. The current research introduces a number of approaches to investment analysis. Firstly, classical financial model was built with Microsoft Excel® and crisp efficiency indicators such as net present value were determined. Secondly, sensitivity analysis was performed to understand different factors influence on project profitability. Thirdly, Datar-Mathews method was applied that by means of Monte Carlo simulation realized with Matlab Simulink®, disclosed all possible outcomes of investment project and enabled real option thinking. Fourthly, previous analysis was duplicated by fuzzy pay-off method with Microsoft Excel®. Finally, decision-making process under capacity mechanism was illustrated with decision tree. Capacity remuneration paid within 15 years is calculated individually for each RE project as variable annuity that guarantees a particular return on investment adjusted on changes in national interest rates. Analysis results indicate that capacity mechanism creates a real option to invest in renewable energy project by ensuring project profitability regardless of market conditions if project-internal factors are managed properly. The latter includes keeping capital expenditures within set limits, production performance higher than 75% of target indicators, and fulfilling localization requirement, implying producing equipment and services within the country. Occurrence of real option shapes decision-making process in the following way. Initially, investor should define appropriate location for a planned power plant where high production performance can be achieved, and lock in this location in case of competition. After, investor should wait until capital cost limit and localization requirement can be met, after that decision to invest can be made without any risk to project profitability. With respect to technology kind, investment into solar PV power plant is more attractive than into wind or small hydro power, since it has higher weighted net present value and lower standard deviation. However, it does not change decision-making strategy that remains the same for each technology type. Fuzzy pay-method proved its ability to disclose the same patterns of information as Monte Carlo simulation. Being effective in investment analysis under uncertainty and easy in use, it can be recommended as sufficient analytical tool to investors and researchers. Apart from described results, this thesis contributes to the academic literature by detailed description of capacity price calculation for renewable energy that was not available in English before. With respect to methodology novelty, such advanced approaches as Datar-Mathews method and fuzzy pay-off method are applied on the top of investment profitability model that incorporates capacity remuneration calculation as well. Comparison of effects of two different RE supporting schemes, namely Russian capacity mechanism and feed-in premium, contributes to policy comparative studies and exhibits useful inferences for researchers and policymakers. Limitations of this research are simplification of assumptions to country-average level that restricts our ability to analyze renewable energy investment region wise and existing limitation of the studying policy to the wholesale power market that leaves retail markets and remote areas without our attention, taking away medium and small investment into renewable energy from the research focus. Elimination of these limitations would allow creating the full picture of Russian renewable energy investment profile.

A mechanistic view of mitochondrial death decision pores

Mitochondria increase their outer and inner membrane permeability to solutes, protons and metabolites in response to a variety of extrinsic and intrinsic signaling events. The maintenance of cellular and intraorganelle ionic homeostasis, particularly for Ca2+, can determine cell survival or death. Mitochondrial death decision is centered on two processes: inner membrane permeabilization, such as that promoted by the mitochondrial permeability transition pore, formed across inner membranes when Ca2+ reaches a critical threshold, and mitochondrial outer membrane permeabilization, in which the pro-apoptotic proteins BID, BAX, and BAK play active roles. Membrane permeabilization leads to the release of apoptogenic proteins: cytochrome c, apoptosis-inducing factor, Smac/Diablo, HtrA2/Omi, and endonuclease G. Cytochrome c initiates the proteolytic activation of caspases, which in turn cleave hundreds of proteins to produce the morphological and biochemical changes of apoptosis. Voltage-dependent anion channel, cyclophilin D, adenine nucleotide translocase, and the pro-apoptotic proteins BID, BAX, and BAK may be part of the molecular composition of membrane pores leading to mitochondrial permeabilization, but this remains a central question to be resolved. Other transporting pores and channels, including the ceramide channel, the mitochondrial apoptosis-induced channel, as well as a non-specific outer membrane rupture may also be potential release pathways for these apoptogenic factors. In this review, we discuss the mechanistic models by which reactive oxygen species and caspases, via structural and conformational changes of membrane lipids and proteins, promote conditions for inner/outer membrane permeabilization, which may be followed by either opening of pores or a rupture of the outer mitochondrial membrane.

A Project Portfolio Tool for Forecasting Small Projects Profitability

The case company in this study is a large industrial engineering company whose business is largely based on delivering a wide-range of engineering projects. The aim of this study is to create and develop a fairly simple Excel-based tool for the sales department. The tool’s main function is to estimate and visualize the profitability of various small projects. The study also aims to find out other possible and more long-term solutions for tackling the problem in the future. The study is highly constructive and descriptive as it focuses on the development task and in the creation of a new operating model. The developed tool focuses on estimating the profitability of the small orders of the selected project portfolio currently on the bidding-phase (prospects) and will help the case company in the monthly reporting of sales figures. The tool will analyse the profitability of a certain project by calculating its fixed and variable costs, then further the gross margin and operating profit. The bidding phase of small project is a phase that has not been covered fully by the existing tools within the case company. The project portfolio tool can be taken into use immediately within the case company and it will provide fairly accurate estimate of the profitability figures of the recently sold small projects.

Siirtyminen ilmaisesta versiosta maksulliseen Spotify-musiikkipalvelussa

Freemiumilla tarkoitetaan liiketoimintamallia, jossa tuotteen perusominaisuudet annetaan kuluttajan käyttöön ilmaiseksi, mutta kehittyneemmät ominaisuudet ja premium-sisältö ovat maksullisia. Freemium-mallissa olennaista on löytää hyvä tasapaino ilmaisversion ja maksullisen version välille. Hyvä ilmainen versio houkuttelee tehokkaasti uusia käyttäjiä, mutta myös maksullisen version tulee tarjota lisäarvoa, jotta käytöstä oltaisiin valmiita myös maksamaan. Tutkielmassa selvitettiin eri tekijöiden, kuten ohjelmaversioiden ominaisuuksien vaikutusta käyttäjien siirtymään ilmaisversiosta maksulliseen musiikin suoratoistopalvelussa, Spotifyssa, sekä tutkittiin arvonmuodostuksen kehitystä ostopäätöksen jälkeen. Tutkimus toteutettiin kvalitatiivisin menetelmin haastattelemalla henkilöitä, joilla oli kokemusta Spotifyn maksullisen version käyttämisestä. Tutkimuksen perusteella eniten vaikutusta konversioon ilmaisversiosta maksulliseen oli versioiden teknisillä eroavaisuuksilla. Näistä tärkeimpiä konversion kannalta olivat ilmaisversion käyttöä heikentävät tai rajoittavat ominaisuudet: Tärkein yksittäinen peruste maksulliseen versioon siirtymiseen oli mainoksista eroon pääseminen, mutta myös kuuntelurajoitukset vaikuttivat päätökseen merkittävästi. Maksullisen version lisäominaisuuksista mobiiliversio ja offline-tila olivat molemmat myös tärkeitä ostopäätöksen kannalta, mutta esimerkiksi maksullisen version paremmalla äänenlaadulla ei juuri ollut vaikutusta konversioon. Teknisten eroavaisuuksien lisäksi ostopäätökseen vaikuttivat myös mm. sosiaaliset tekijät ja olosuhteiden muutokset. Suurin osa käyttäjistä koki maksullisesta versiosta saadun lisäarvon pysyneen samankaltaisena myös ostopäätöksen jälkeen. Jälkeenpäin saadun arvon suhdetta hintaan ei enää arvioitu niin tarkasti kuin ostohetkellä. Teknisten eroavaisuuksien muuttaminen on helpoin tapa vaikuttaa siihen, miten paljon lisäarvoa käyttäjät maksullisesta versiosta saavat. Versioiden eroavaisuuksia säätelemällä pystytään vaikuttamaan siihen, miten suureksi konversioprosentti muodostuu.