On advancing business intelligence in the electricity retail market

In recent decades, business intelligence (BI) has gained momentum in real-world practice. At the same time, business intelligence has evolved as an important research subject of Information Systems (IS) within the decision support domain. Today’s growing competitive pressure in business has led to increased needs for real-time analytics, i.e., so called real-time BI or operational BI. This is especially true with respect to the electricity production, transmission, distribution, and retail business since the law of physics determines that electricity as a commodity is nearly impossible to be stored economically, and therefore demand-supply needs to be constantly in balance. The current power sector is subject to complex changes, innovation opportunities, and technical and regulatory constraints. These range from low carbon transition, renewable energy sources (RES) development, market design to new technologies (e.g., smart metering, smart grids, electric vehicles, etc.), and new independent power producers (e.g., commercial buildings or households with rooftop solar panel installments, a.k.a. Distributed Generation). Among them, the ongoing deployment of Advanced Metering Infrastructure (AMI) has profound impacts on the electricity retail market. From the view point of BI research, the AMI is enabling real-time or near real-time analytics in the electricity retail business. Following Design Science Research (DSR) paradigm in the IS field, this research presents four aspects of BI for efficient pricing in a competitive electricity retail market: (i) visual data-mining based descriptive analytics, namely electricity consumption profiling, for pricing decision-making support; (ii) real-time BI enterprise architecture for enhancing management’s capacity on real-time decision-making; (iii) prescriptive analytics through agent-based modeling for price-responsive demand simulation; (iv) visual data-mining application for electricity distribution benchmarking. Even though this study is from the perspective of the European electricity industry, particularly focused on Finland and Estonia, the BI approaches investigated can: (i) provide managerial implications to support the utility’s pricing decision-making; (ii) add empirical knowledge to the landscape of BI research; (iii) be transferred to a wide body of practice in the power sector and BI research community.

Do retail investors use technical analysis? Evidence from Stuttgart stock exchange.

Tutkielma käyttää automaattista kuviontunnistusalgoritmia ja yleisiä kahden liukuvan keskiarvon leikkauspiste –sääntöjä selittääkseen Stuttgartin pörssissä toimivien yksityissijoittajien myynti-osto –epätasapainoa ja siten vastatakseen kysymykseen ”käyttävätkö yksityissijoittajat teknisen analyysin menetelmiä kaupankäyntipäätöstensä perustana?” Perusolettama sijoittajien käyttäytymisestä ja teknisen analyysin tuottavuudesta tehtyjen tutkimusten perusteella oli, että yksityissijoittajat käyttäisivät teknisen analyysin metodeja. Empiirinen tutkimus, jonka aineistona on DAX30 yhtiöiden data vuosilta 2009 – 2013, ei tuottanut riittävän selkeää vastausta tutkimuskysymykseen. Heikko todistusaineisto näyttää kuitenkin osoittavan, että yksityissijoittajat muuttavat kaupankäyntikäyttäytymistänsä eräiden kuvioiden ja leikkauspistesääntöjen ohjastamaan suuntaan.

Consumers' opinions on scent marketing usage in retail environment

Tutkielman tarkoituksena on tutkia suomalaisten kuluttajien mielipiteitä ja käsityksiä tuoksumarkkinoinnin käytöstä vähittäistavarakauppa olosuhteissa. Tutkielma keskittyy tuoksumarkkinoinnin kahteen pääasialliseen osa-alueeseen vähittäistavarakaupassa; tuoksumarkkinointiin osana brändäystä ja tuoksumarkkinoinnin alitajuntaiseen käyttöön. Tutkielma on laadullinen tutkimus. Aineisto kerättiin viideltä suomalaiselta kuluttajalta ja aineistonkeruumenetelmänä toimi haastattelu. Tutkimuksen tulokset osoittavat kuluttajien mielipiteiden olevan positiivisia tuoksumarkkinoinnin käyttöä kohtaan. Tuloksien mukaan kuluttajat suosivat tuoksumarkkinoinnin käyttöä ennemmin brändäyksessä kuin tuoksumarkkinoinnin alitajuista käyttöä. Tuoksumarkkinoinnin alitajuista käyttöä ei kuitenkaan todettu täysin negatiiviseksi, sillä kuluttajat uskovat, että ostopäätös tehdään perustuen tärkeämpiin asioihin kuin tuoksuun, kuten esimerkiksi tuotteen hintaan perustuen. Kuluttajat uskovat, että alitajuisella käytöllä ei ole suurta vaikutusta asiakkaan ostopäätökseen muulloin kuin joissakin yksittäisissä heräteostoksissa.

Households’ willingness to engage in demand response in the Finnish retail electricity market: an empirical study

If electricity users adjusted their consumption patterns according to time-variable electricity prices or other signals about the state of the power system, generation and network assets could be used more efficiently, and matching intermittent renewable power generation with electricity demand would be facilitated. This kind of adjustment of electricity consumption, or demand response, may be based on consumers’ decisions to shift or reduce electricity use in response to time-variable electricity prices or on the remote control of consumers’ electric appliances. However, while demand response is suggested as a solution to many issues in power systems, actual experiences from demand response programs with residential customers are mainly limited to short pilots with a small number of voluntary participants, and information about what kinds of changes consumers are willing and able to make and what motivates these changes is scarce. This doctoral dissertation contributes to the knowledge about what kinds of factors impact on residential consumers’ willingness and ability to take part in demand response. Saving opportunities calculated with actual price data from the Finnish retail electricity market are compared with the occurred supplier switching to generate a first estimate about how large savings could trigger action also in the case of demand response. Residential consumers’ motives to participate in demand response are also studied by a web-based survey with 2103 responses. Further, experiences of households with electricity consumption monitoring systems are discussed to increase knowledge about consumers’ interest in getting more information on their electricity use and adjusting their behavior based on it. Impacts of information on willingness to participate in demand response programs are also approached by a survey for experts of their willingness to engage in demand response activities. Residential customers seem ready to allow remote control of electric appliances that does not require changes in their everyday routines. Based on residents’ own activity, the electricity consuming activities that are considered shiftable are very limited. In both cases, the savings in electricity costs required to allow remote control or to engage in demand response activities are relatively high. Nonmonetary incentives appeal to fewer households.

Achieving competitive e-commerce in Finnish B2C retail business

E-commerce is one of the most fast growing business areas today and an extremely important channel in retail. In order for companies to succeed in this business environment, it is highly important to understand consumers and how they perceive and select webstores. The objective of the study is to investigate how to achieve competitive e-commerce by investigating consumers and the factors based on which they select a webstore. In addition, the study also seeks to explore whether sex or consumers’ buying experience have an effect on consumer’s webstore selection. Managerial implications are viewed from case company’s perspective. In order to answer the research questions a quantitative marketing survey was conducted. The data was collected by online questionnaire using the case company’s customers as respondents. A total of 1613 responses were obtained from Finnish consumers. Responses were analyzed using ANOVA, factor analysis and t-test. The results show that the most important factors in consumer’s webstore selection are usability, reliability and vendor related information. The biggest difference between heavy and light shoppers is trust formation. Light shoppers value physical stores and familiar vendors, whereas heavy shoppers judge vendor based on the information and usability. Women perceive higher risk than men. The winning strategy requires a hybrid of cost leadership and differentiation.

Utilizing analytic modelling process in industrial retail context

Nykypäivän monimutkaisessa ja epävakaassa liiketoimintaympäristössä yritykset, jotka kykenevät muuttamaan tuottamansa operatiivisen datan tietovarastoiksi, voivat saavuttaa merkittävää kilpailuetua. Ennustavan analytiikan hyödyntäminen tulevien trendien ennakointiin mahdollistaa yritysten tunnistavan avaintekijöitä, joiden avulla he pystyvät erottumaan kilpailijoistaan. Ennustavan analytiikan hyödyntäminen osana päätöksentekoprosessia mahdollistaa ketterämmän, reaaliaikaisen päätöksenteon. Tämän diplomityön tarkoituksena on koota teoreettinen viitekehys analytiikan mallintamisesta liike-elämän loppukäyttäjän näkökulmasta ja hyödyntää tätä mallinnusprosessia diplomityön tapaustutkimuksen yritykseen. Teoreettista mallia hyödynnettiin asiakkuuksien mallintamisessa sekä tunnistamalla ennakoivia tekijöitä myynnin ennustamiseen. Työ suoritettiin suomalaiseen teollisten suodattimien tukkukauppaan, jolla on liiketoimintaa Suomessa, Venäjällä ja Balteissa. Tämä tutkimus on määrällinen tapaustutkimus, jossa tärkeimpänä tiedonkeruumenetelmänä käytettiin tapausyrityksen transaktiodataa. Data työhön saatiin yrityksen toiminnanohjausjärjestelmästä.

Corporate social responsibility in online retail – Perceptions from online discussions on Amazon

Online retail has experienced substantial growth due to the increased utilization of digital technologies. The growth in the industry has created numerous multinational corporations, which serve customers all around the world. As a result, the online retailers’ efforts in sustainability have been more often in publicity. Corporate Social Responsibility (CSR), the efforts going beyond the company’s interest in order to bring social good, have been discussed in the academic community for decades. While the various effects of CSR in retail and business generally have been realized, the research aims to make a contribution by examining the concept from the viewpoint of online retail by focusing on interaction at online discussion forums. The main research question asks: What is the role of online retailer CSR in the online discussion forum context? In order to answer this question, additional three sub-research questions are suggested: 1) What elements of CSR are relevant in the online retailer context? 2) How are discussion forums used in communication regarding CSR and online retail by different discusser types? 3) What kind of company perceptions and consumer behavior appear in online discussions of Amazon’s CSR? The study is qualitative of nature, using the content analysis research method to examine posts found from four different public online discussion forums. A qualitative, interpretative analysis was used, although quantitative measures regarding discussion posts were also presented. The analysis contains a coding process, where attributes are attached to discussion posts. As a result of the process, specific patterns can be indicated in order to categorize the posts. As the research uses Amazon as the case company, the case study method is also adopted. In the online retail context, ethics regarding the online retailer’s tax and labor policies are found as most relevant elements. Customers, using discussion forums to share their experiences and opinions regarding online retailer CSR efforts, are realized as the most prominent stakeholder. The research also highlights the role of online retailer employees providing details on internal business practices. However, the not realize the possibility to participate in discussions. Most discussion posts refer either to a positive, negative or mixed reaction towards CSR efforts, it is suggested that the concept is relevant also in online retail. Although online retailer CSR efforts are somewhat linked to company perceptions, the concept has a minimal role in consumer behavior. In online retail, CSR efforts can reduce the risk of being involved in discussions related to controversies. In addition, online retailer CSR efforts should communicate how the retailer contributes locally.

Corporate social responsibility in online retail – Perceptions from online discussions on Amazon

Online retail has experienced substantial growth due to the increased utilization of digital technologies. The growth in the industry has created numerous multinational corporations, which serve customers all around the world. As a result, the online retailers’ efforts in sustainability have been more often in publicity. Corporate Social Responsibility (CSR), the efforts going beyond the company’s interest in order to bring social good, have been discussed in the academic community for decades. While the various effects of CSR in retail and business generally have been realized, the research aims to make a contribution by examining the concept from the viewpoint of online retail by focusing on interaction at online discussion forums. The main research question asks: What is the role of online retailer CSR in the online discussion forum context? In order to answer this question, additional three sub-research questions are suggested: 1) What elements of CSR are relevant in the online retailer context? 2) How are discussion forums used in communication regarding CSR and online retail by different discusser types? 3) What kind of company perceptions and consumer behavior appear in online discussions of Amazon’s CSR? The study is qualitative of nature, using the content analysis research method to examine posts found from four different public online discussion forums. A qualitative, interpretative analysis was used, although quantitative measures regarding discussion posts were also presented. The analysis contains a coding process, where attributes are attached to discussion posts. As a result of the process, specific patterns can be indicated in order to categorize the posts. As the research uses Amazon as the case company, the case study method is also adopted. In the online retail context, ethics regarding the online retailer’s tax and labor policies are found as most relevant elements. Customers, using discussion forums to share their experiences and opinions regarding online retailer CSR efforts, are realized as the most prominent stakeholder. The research also highlights the role of online retailer employees providing details on internal business practices. However, the not realize the possibility to participate in discussions. Most discussion posts refer either to a positive, negative or mixed reaction towards CSR efforts, it is suggested that the concept is relevant also in online retail. Although online retailer CSR efforts are somewhat linked to company perceptions, the concept has a minimal role in consumer behavior. In online retail, CSR efforts can reduce the risk of being involved in discussions related to controversies. In addition, online retailer CSR efforts should communicate how the retailer contributes locally.

ATTITUDES TOWARD RUSSIAN CUSTOMERS IN THE FINNISH RETAIL TRADE SECTOR – A salesperson’s point of view

The amount of Russian tourists in Finland has increased significantly in the past years. The impact of Russian tourism to the Finnish retail trade sector is enormous, since Russian tourists often spend a lot of money particularly on shopping. Shopping tourism is mainly focused in the near border cities, such as Imatra and Lappeenranta, and in addition in Helsinki metropolitan area. The purpose of this study is to map the attitudes and perceptions of the sales personnel who are working in the Finnish retail trade sector towards Russian customers and to discover which elements affect these attitudes. The theories in this study are based on cultural elements and elements related to sales behavior and performance. Cultural differences between Finland and Russia, cultural distance and cultural intelligence form the cultural aspect of this study. Customer orientation vs. sales orientation (SOCO), adaptive selling, selling skills and job competency, salesperson’s affect and empathy toward customers, and job autonomy form the elements concerning sales behavior and performance. Furthermore, the attitude – behavior link, based on social psychology is addressed. A survey was conducted in two retail trade chains operating in Finland. These retail companies have stores and department stores in different geographical areas in Finland and the survey was conducted in altogether 19 cities. In addition to the theories that were discussed, two expert interviews were conducted in order to get a deeper understanding of the phenomenon at hand. Moreover the interviews helped in the formulation of the hypotheses and the questionnaire design. The questionnaires were sent directly to the stores, where they were placed so that they were available for the sales personnel. Altogether 487 usable responses were collected. The returned questionnaires were analyzed with IBM SPSS 21 statistics program. The results of this study indicated that the attitudes toward Russian customers are more negative compared to other foreign customers. However, the respondents’ attitudes toward and perceptions of Russian customers varied a lot. From the background variables age, education level, length of employment in current workplace, and length of experience in customer service had an effect on the attitudes of the respondents. In addition, the perceptions of Russian customers were more positive in the Eastern Finland compared to Helsinki metropolitan area. The cultural elements; cultural knowledge, cultural distance and cultural intelligence all affected the attitudes of the respondents. From the elements related to sales behavior and performance customer orientation, salesperson’s affect and empathy toward customers, and perceived job autonomy had an effect on the attitudes

Listeria monocytogenes -bakteerin esiintyminen vähittäiskaupan vakuumipakatuissa kalatuotteissa

Abstract: Listeria monocytogenes in vacuum-packed fish products in the retail market

Kustannusten ja ajan sitoutuminen tuotteeseen elintarviketeollisuuden arvoverkostossa

Tämä pro gradu -tutkielma käsitteleekustannusten ja ajan analysointia elintarviketeollisuuden arvoverkostossa. Teoriaosuuden kantavia käsitteitä ovat arvoverkosto, Lean Management -ideologia, Value Stream Mapping ja Supply Chain Time and Cost Mapping. Tutkimus toteutetaan case - tutkimuksena, ja siinä on piirteitä niin kvalitatiivisesta kuin kvantitatiivisesta tutkimusasetelmasta. Teoriaosuuden lähteinä on käytetty tieteellisissä julkaisuissa ilmestyneitä journal -artikkeleita sekä alan kirjallisuutta. Tutkimus liittyy olennaisena osana Elintarviketeollisuuden Uudistuva Liiketoiminta -projektiin ja antaa tätä kautta kontekstin muille tutkimuksille sekä konkreettisenesimerkin kyseisestä arvoverkostosta. Empiirisen osan case-yrityksinä ovat Saarioinen Oy, Tuoretie Oy ja Ruokakesko Oy. Analyysin kohteena onLiha-Saarioisten valmistama karjalanpiirakka-tuoteryhmä. Konkreettisena tutkimustuloksena on karjalanpiirakan prosessikuvaus koko arvoketjun matkalta, kustannuskertymä, aikaperusteinen analyysi ja kustannus-aika-kuvaaja. Lisäksi arvoketjun matkalla tehdyistä haastatteluista on kerätty kehitysehdotuksia sekä samalla etsitty hukkatoimintoja. Tuloksista voi tehdä sen johtopäätöksen, että karjalanpiirakka on tyypillinen elintarvike, jonka kustannuksista suurin osa on raaka-aineita ja tuotannon työtä. Aikaa arvoketjussa kuluu eniten kaupan hyllyllä. Organisaatioidenyhteistyöllä aikaa ja sitä kautta kustannuksia olisi kuitenkin mahdollisuus vielä karsia.

Myymäläketjun hankintatoiminnan mittarit, Case Tiimari Oyj

Työn tavoitteena oli kehittää yritykselle selkeä ja toimiva hankintatoiminnan suorituskykymittaristo, jonka avulla tietojärjestelmien tuottama tietosaadaan hyötykäyttöön. Tavoitteena oli myös selvittää yrityksen hankintatoiminnan nykytila. Selvitys auttoi sopivien mittareiden valinnassa. Teoriaosassa käsiteltiin suorituskyvyn mittaamista hankintatoiminnassa, mittariston suunnittelua ja käyttöönoton vaiheita sekä erilaisia malliratkaisuja hankintatoiminnan suorituskyvyn mittaamiselle. Empiirisessä osassa perehdyttiin yrityksen hankintatoiminnan nykytilaan sekä rakennettiin teorian, nykytila-analyysin ja hankintahenkilökunnan näkemysten pohjalta suorituskykymittaristo yrityksen osto-osastolle. Hankintatoiminnan nykytilanteen arvioinnissa korostuivat parhaillaan tapahtuvat suuret muutokset. Suorituskykymittaristo laadittiin siten, että se kattaa tärkeimmät osa-alueet myymäläketjun hankintatoiminnassa. Työn tuloksena kehitetty mittaristo koostuu toimittaja-, valikoima-, materiaalivirta- sekä varastomittareista.