Usable Privacy Preservation in Mobile Electronic Personality

Personalised ubiquitous services have rapidly proliferated due technological advancements in sensing, ubiquitous and mobile computing. Evolving societal trends, business and the economic potential of Personal Information (PI) have overlapped the service niches. At the same time, the societal thirst for more personalised services has increased and are met by soliciting deeper and more privacy invasive PI from customers. Consequentially, reinforcing traditional privacy challenges and unearthed new risks that render classical safeguards ine ective. The absence of solutions to criticise personalised ubiquitous services from privacy perspectives, aggravates the situation. This thesis presents a solution permitting users' PI, stored in their mobile terminals to be disclosed to services in privacy preserving manner for personalisation needs. The approach termed, Mobile Electronic Personality Version 2 (ME2.0), is compared to alternative mechanisms. Within ME2.0, PI handling vulnerabilities of ubiquitous services are identi ed and sensitised on their practices and privacy implications. Vulnerability where PI may leak through covert solicits, excessive acquisitions and legitimate data re-purposing to erode users privacy are also considered. In this thesis, the design, components, internal structures, architectures, scenarios and evaluations of ME2.0 are detailed. The design addresses implications and challenges leveraged by mobile terminals. ME2.0 components and internal structures discusses the functions related to how PI pieces are stored and handled by terminals and services. The architecture focusses on di erent components and their exchanges with services. Scenarios where ME2.0 is used are presented from di erent environment views, before evaluating for performance, privacy and usability.

Systeemiajattelu Neuvostoliitossa

Kirjallisuusarvostelu

Survey of transportation of liquid bulk chemicals in the Baltic Sea

This study is made as a part of the Chembaltic (Risks of Maritime Transportation of Chemicals in Baltic Sea) project which gathers information on the chemicals transported in the Baltic Sea. The purpose of this study is to provide an overview of handling volumes of liquid bulk chemicals (including liquefied gases) in the Baltic Sea ports and to find out what the most transported liquid bulk chemicals in the Baltic Sea are. Oil and oil products are also viewed in this study but only in a general level. Oils and oil products may also include chemical-related substances (e.g. certain bio-fuels which belong to MARPOL annex II category) in some cargo statistics. Chemicals in packaged form are excluded from the study. Most of the facts about the transport volumes of chemicals presented in this study are based on secondary written sources of Scandinavian, Russian, Baltic and international origin. Furthermore, statistical sources, academic journals, periodicals, newspapers and in later years also different homepages on the Internet have been used as sources of information. Chemical handling volumes in Finnish ports were examined in more detail by using a nationwide vessel traffic system called PortNet. Many previous studies have shown that the Baltic Sea ports are annually handling more than 11 million tonnes of liquid chemicals transported in bulk. Based on this study, it appears that the number may be even higher. The liquid bulk chemicals account for approximately 4 % of the total amount of liquid bulk cargoes handled in the Baltic Sea ports. Most of the liquid bulk chemicals are handled in Finnish and Swedish ports and their proportion of all liquid chemicals handled in the Baltic Sea is altogether over 50 %. The most handled chemicals in the Baltic Sea ports are methanol, sodium hydroxide solution, ammonia, sulphuric and phosphoric acid, pentanes, aromatic free solvents, xylenes, methyl tert-butyl ether (MTBE) and ethanol and ethanol solutions. All of these chemicals are handled at least hundred thousand tonnes or some of them even over 1 million tonnes per year, but since chemical-specific data from all the Baltic Sea countries is not available, the exact tonnages could not be calculated in this study. In addition to these above-mentioned chemicals, there are also other high volume chemicals handled in the Baltic Sea ports (e.g. ethylene, propane and butane) but exact tonnes are missing. Furthermore, high amounts of liquid fertilisers, such as solution of urea and ammonium nitrate in water, are transported in the Baltic Sea. The results of the study can be considered indicative. Updated information about transported chemicals in the Baltic Sea is the first step in the risk assessment of the chemicals. The chemical-specific transportation data help to target hazard or e.g. grounding/collision risk evaluations to chemicals that are handled most or have significant environmental hazard potential. Data gathered in this study will be used as background information in later stages of the Chembaltic project when the risks of the chemicals transported in the Baltic Sea are assessed to highlight the chemicals that require special attention from an environmental point of view in potential marine accident situations in the Baltic Sea area.

Sisäilman laatuun vaikuttavat tekijät ja siivouskäytäntöjen laadunvarmistus

Sisäilman laatuun vaikuttaa moni eri tekijä. Sisäilma on tavallisesti laadultaan hyvää silloin, kun tilojen käyttäjät ovat siihen tyytyväisiä. Hyvän sisäilman saavuttamiseksi tulee ilmanvaihdon, lämmityslaitteiden, siivouksen ja talon rakenteiden olla kunnossa. Tämä työ on tehty Helsingin kaupungin Tilakeskukselle, ja se on osa vuoden jatkuvaa projektia, jossa selvitetään siivouksen riittävyyttä ja sen vaikutusta koulujen sisäilmaan. Työn tavoitteena on luoda siivouksen laadunvarmistusmenetelmä, jonka avulla voidaan varmistaa toteutunut siivouksen taso. Lisäksi projektissa selvitetään, pystytäänkö siivouksen palvelusopimus toteuttamaan käytännössä kunnolla. Työssä kehitettävät menetelmät ovat subjektiivinen ja objektiivinen pölyisyyden arviointi sekä kyselylomake koulujen opettajille. Työssä kehitetyn menetelmän laatutasojen raja-arvot noudattavat INSTA 800 -standardissa esitettäviä arvoja. Kehitettyä menetelmää käytettiin suoritetuissa lähtö- ja nollatasomittauksissa. Mittauksista saadut tulokset vastasivat silmämääräisesti tiloissa tehtyjä havaintoja.

Hallintoelinten oikeudenmukainen palkitseminen - toimialavertailu osuustoiminnallisissa organisaatioissa

Työn tarkoituksena oli lähteä tutkimaan palkitsemisen, vaativuuden ja tehtävien eroavaisuuksia kolmen osuustoiminnallisen organisaation hallintoelinten välillä. Tavoitteena oli selvittää, miten palkitsemisen horisontaalista oikeudenmukaisuutta voitaisiin kehittää osuustoiminnallisten organisaatioiden hallintoelimissä. Tutkimus toteutettiin kvantitatiivisena kyselylomaketutkimuksena, ja analysointimenetelmänä käytettiin regressioanalyysiä. Tutkimuksen teoreettinen viitekehys koostui palkitsemisesta ja sen oikeudenmukaisuudesta keskittyen horisontaaliseen ulottuvuuteen, työn vaativuudesta sekä aiempien tutkimusten perusteella palkitsemiseen vaikuttavista tekijöistä muun muassa rakenteen, toimialan ja strategian näkökulmista. Tutkimuksessa havaittiin, että tilaajaorganisaatiossa X palkkiot olivat vertailuorganisaatiota Y ja Z korkeammat. Erot vaativuuden ja tehtävien osalta eivät olleet yhtä suuria kuin palkkioissa, mutta organisaatiossa X nämäkin olivat pääasiassa korkeammalla tasolla. Regressioanalyysissä kävi ilmi, että työn vaativuus selittää suurimman osan palkitsemisen kertymästä ja muut tilastollisesti merkittävät selittävät muuttujat olivat huomattavasti vähäisempiä. Organisaation X korkeamman palkkiotason voitiin nähdä johtuvan erilaisesta palkkiorakenteesta sekä siitä, että se otti palkitsemisessa organisaation koon huomioon; palkkiot vaihtelivat huomattavasti enemmän alueorganisaatioiden kesken kuin organisaatiossa Y ja Z. Johtopäätöksenä voidaan sanoa, että työn vaativuusarviointi palkkioiden horisontaalista oikeudenmukaisuutta arvioitaessa on merkittävimmässä asemassa. Muiden tarkasteltujen muuttujien osalta tulokset eivät olleet aivan odotetun kaltaisia tai täysin yhdenmukaisia aiempien tutkimusten kanssa, vaikka samansuuntaisiakin havaintoja saatiin. Työn tärkein anti oli kuitenkin työn vaativuusarvioinnin tärkeyden havaitseminen hallintoelintyön palkitsemisen yhteydessä horisontaalisella tasolla.

Factors Affecting Consumer Investment Intentions. Empirical Evidence from Finland

The thesis aims to build a theoretical model to explain consumer investment intentions in stocks and investment funds. The model examines the relationships between subjective investment knowledge, expected sacrifice, expected investment value, compatibility, perceived behavioral control and investment intentions. The data was collected via web-based survey and consisted of 45- to 65-year-old Finnish consumers (n=154). Confirmatory factor analysis (CFA), structural equation modeling (SEM) and t-tests were applied in analyzing the data. The results suggest that among average household consumers expected investment value consists of three dimensions, namely, economic, functional, and emotional, whereas expected sacrifice consists of effort, financial risk, source risk, and psychological risk. Two structural models were assessed, one for stock investments and one for investment funds. Whereas the models presented somewhat different outcomes, in both models compatibility had an essential role in explaining consumer investment intentions. Compatibility was affected by expected investment value and expected sacrifice. Subjective investment knowledge impacted consumers’ evaluations of the value and sacrifices. The effect of perceived behavioral control on investment intentions was rather small, however significant. Moreover, the results suggest that there are significant differences between consumers with no investment experience and consumers with investment experience in subjective investment knowledge, the dimensions of expected sacrifices and expected investment value, perceived behavioral control, compatibility and investment intentions.

Suorituskyvyn johtaminen ja IT-strategian suuntaaminen; Case: ICT-alan yritys

Yrityksen tietohallintoon kohdistuu tänä päivänä paljon vaatimuksia. Vaatimukset kohdistuvat tietohallinnon merkitykseen liiketoiminnan tukijana ja suorituskyvyn edistäjänä. ICT-toimialan rooli palveluiden tuottajana ja Suomen taloudellisen kas-vun tukijana ovat merkittävät. Tämän diplomityön tavoite on selvittää mikä on tietohallinnon rooli ja merkitys osana yrityksen suorituskykyä ja miten sitä tulisi kehittää. Tutkimuksen teoreettinen viitekehys koostuu yleisistä suorituskyvyn johtamisen malleista, suorituskyvyn joh-tamisen malleista tietohallinnossa sekä IT-strategian suuntaamisen malleista ja suuntaamisen vaikutuksesta yrityksen suorituskykyyn. Tutkimuskysymys on: miten strategian suuntaamista tulisi kehittää jotta tietohallinto pystyisi edistämään yrityk-sen suorituskykyä? Tutkimusstrategia on case-tutkimus ja empiirinen aineisto on hankittu teemahaastatteluilla. Case-tutkimuksen tulosten mukaan strategian suuntaamisen arvioinnin mallin valit-seminen on tärkeää. Strategian suuntaamisen kaikki näkökulmat tulee ottaa huomi-oon. Esimerkiksi osaaminen, kommunikaatio, kumppanuudet ja ihmisten käyttäy-tyminen saattavat jäädä ns. kovien näkökulmien varjoon. Strategian suuntaamisessa tulee kiinnittää huomiota suuntaamiseen kaikilla organisaatiotasoilla. Toiminnalli-sen tason merkitys tulee myös huomioida. Strategian suuntaamista kehitettäessä tulee arvioinnissa ottaa huomioon eri liiketoimintayksiköiden arvioinnit, koska ne saattavat poiketa vahvasti toisistaan ja siten vääristää kehittämiskohteiden valitse-mista.

Hiilidioksidin käsittely P2G prosessia varten

Power-to-Gas (P2G) tarkoittaa sähköenergian muuttamista kaasuksi. Kyse on konseptista, jossa uusiutuvaa energiaa varastoidaan kaasuun kemialliseksi energiaksi. Siinä tuotettava kaasu on joko vetyä tai metaania. Metanoinnissa muodostetaan hiilidioksidista ja vedystä kemiallisella prosessilla metaania, joka voidaan syöttää maakaasuverkkoon. Hiilidioksidin laadulle tässä prosessissa ei ole selkeitä ohjeita. Tässä työssä on tavoitteena selvittää miten hiilidioksidin laatu vaikuttaa metanointiprosessiin ja miten sitä tulee käsitellä tätä prosessia varten. Selvitetään myös mahdollisia hiilidioksidinkäsittelymenetelmiä, sekä lyhyesti talteenotto- ja kuljetustapojen vaikutuksia niihin. Esitetään kirjallisuudesta löytyviä arvioita hiilidioksidin käsittelyn kustannuksille.

Asleep or not asleep? Evaluation of the Quality of Patients’ Sleep in Critical Care Nursing

Sleep is important for the recovery of a critically ill patient, as lack of sleep is known to influence negatively a person’s cardiovascular system, mood, orientation, and metabolic and immune function and thus, it may prolong patients’ intensive care unit (ICU) and hospital stay. Intubated and mechanically ventilated patients suffer from fragmented and light sleep. However, it is not known well how non-intubated patients sleep. The evaluation of the patients’ sleep may be compromised by their fatigue and still position with no indication if they are asleep or not. The purpose of this study was to evaluate ICU patients’ sleep evaluation methods, the quality of non-intubated patients’ sleep, and the sleep evaluations performed by ICU nurses. The aims were to develop recommendations of patients’ sleep evaluation for ICU nurses and to provide a description of the quality of non-intubated patients’ sleep. The literature review of ICU patients’ sleep evaluation methods was extended to the end of 2014. The evaluation of the quality of patients’ sleep was conducted with four data: A) the nurses’ narrative documentations of the quality of patients’ sleep (n=114), B) the nurses’ sleep evaluations (n=21) with a structured observation instrument C) the patients’ self-evaluations (n=114) with the Richards-Campbell Sleep Questionnaire, and D) polysomnographic evaluations of the quality of patients’ sleep (n=21). The correspondence of data A with data C (collected 4–8/2011), and data B with data D (collected 5–8/2009) were analysed. Content analysis was used for the nurses’ documentations and statistical analyses for all the other data. The quality of non-intubated patients’ sleep varied between individuals. In many patients, sleep was light, awakenings were frequent, and the amount of sleep was insufficient as compared to sleep in healthy people. However, some patients were able to sleep well. The patients evaluated the quality of their sleep on average neither high nor low. Sleep depth was evaluated to be the worst and the speed of falling asleep the best aspect of sleep, on a scale 0 (poor sleep) to 100 (good sleep). Nursing care was mostly performed while the patients were awake, and thus the disturbing effect was low. The instruments available for nurses to evaluate the quality of patients’ sleep were limited and measured mainly the quantity of sleep. Nurses’ structured observatory evaluations of the quality of patients’ sleep were correct for approximately two thirds of the cases, and only regarding total sleep time. Nurses’ narrative documentations of the patients’ sleep corresponded with patients’ self-evaluations in just over half of the cases. However, nurses documented several dimensions of sleep that are not included in the present sleep evaluation instruments. They could be classified according to the components of the nursing process: needs assessment, sleep assessment, intervention, and effect of intervention. Valid, more comprehensive sleep evaluation methods for nurses are needed to evaluate, document, improve and study patients’ quality of sleep.

International adoption: Symptoms of attachment disorders and their associations with the child’s background and developmental outcome

Many internationally adopted children have lived their first years of life in an environment with limited opportunities for primary caregiving. The lack of consistent care increases the prevalence of attachment disorders among them. Less is known about the influences of attachment disorders on a child’s later course of life. This study is part of the Finnish Adoption Study. Parents of all Finnish children who had been internationally adopted by legal adoption organisations between 1985 and 2007 were sent questionnaires (N=1450). Parental evaluations of the children’s symptoms of reactive attachment disorder (RAD) at the time of adoption, their later learning or language problems using a screening scale, and children’s self-reported school bullying experiences were evaluated. Each child’s attachment-related behavioural problems were requested in a follow-up survey 1.9 and 3.8 years after adoption and compared with a Finnish reference group. This study indicated that Finnish internationally adopted children have at least three-fold prevalence of learning and language problems compared with their age-mates. A child’s symptoms of attachment disorders were associated with learning or language problems at school age as well as with his/her school bullying experiences. The adopted children had more attachment-related behavioural problems two years after adoption than their age-mates, but the difference was no longer evident four years after adoption. In conclusion, this study showed that the symptoms of attachment disorder indicate a risk for an adopted child’s later developmental outcome. The findings demonstrate the need for comprehensive clinical examinations and planning of treatment strategies for children with symptoms of RAD.

How Lean Six Sigma and Agile principles optimize ITIL-based processes

Imagine the potential implications of an organization whose business and IT processes are well aligned and are capable of reactively and proactively responding to the external and internal changes. The Philips IT Infrastructure and Operations department (I&O) is undergoing a series of transformation activities to help Philips business keeping up with the changes. I&O would serve a critical function in any business sectors; given that the I&O’s strategy switched from “design, build and run” to “specify, acquire and performance manage”, that function is amplified. In 2013, I&O’s biggest transforming programme I&O Futures engaged multiple interdisciplinary departments and programs on decommissioning legacy processes and restructuring new processes with respect to the Information Technology Internet Library (ITIL), helping I&O to achieve a common infrastructure and operating platform (CI&OP). The author joined I&O Futures in the early 2014 and contributed to the CI&OP release 1, during which a designed model Bing Box and its evaluations were conducted through the lens of six sigma’s structured define-measure-analyze-improve-control (DMAIC) improvement approach. This Bing Box model was intended to firstly combine business and IT principles, namely Lean IT, Agile, ITIL best practices, and Aspect-oriented programming (AOP) into a framework. Secondly, the author implemented the modularized optimization cycles according to the defined framework into Philips’ ITIL-based processes and, subsequently, to enhance business process performance as well as to increase efficiency of the optimization cycles. The unique of this thesis is that the Bing Box model not only provided comprehensive optimization approaches and principles for business process performance, but also integrated and standardized optimization modules for the optimization process itself. The research followed a design research guideline that seek to extend the boundaries of human and organizational capabilities by creating new and innovative artifacts. The Chapter 2 firstly reviewed the current research on Lean Six Sigma, Agile, AOP and ITIL, aiming at identifying the broad conceptual bases for this study. In Chapter 3, we included the process of constructing the Bing Box model. The Chapter 4 described the adoption of Bing Box model: two-implementation case validated by stakeholders through observations and interviews. Chapter 5 contained the concluding remarks, the limitation of this research work and the future research areas. Chapter 6 provided the references used in this thesis.

The role of collective intelligence in crowdsourcing innovation

Social insects are known for their ability to display swarm intelligence, where the cognitive capabilities of the collective surpass those of the individuals forming it by orders of magnitude. The rise of crowdsourcing in recent years has sparked speculation as to whether something similar might be taking place on crowdsourcing sites, where hundreds or thousands of people interact with each other. The phenomenon has been dubbed collective intelligence. This thesis focuses on exploring the role of collective intelligence in crowdsourcing innovations. The task is approached through three research questions: 1) what is collective intelligence; 2) how is collective intelligence manifested in websites involved in crowdsourcing innovation; and 3) how important is collective intelligence for the functioning of the crowdsourcing sites. After developing a theoretical framework for collective intelligence, a multiple case study is conducted using an ethnographic data collection approach for the most part. A variety of qualitative, quantitative and simulation modelling methods are used to analyse the complex phenomenon from several theoretical viewpoints or ‘lenses’. Two possible manifestations of collective intelligence are identified: discussion, typical of web forums; and the wisdom of crowds in evaluating crowd submissions to websites. However, neither of these appears to be specific to crowdsourcing or critical for the functioning of the sites. Collective intelligence appears to play only a minor role in the cases investigated here. In addition, this thesis shows that feedback loops, which are found in all the cases investigated, reduce the accuracy of the crowd’s evaluations when a count of votes is used for aggregation.

Dependency of military capabilities on technological development

Our goal is to get better understanding of different kind of dependencies behind the high-level capability areas. The models are suitable for investigating present state capabilities or future developments of capabilities in the context of technology forecasting. Three levels are necessary for a model describing effects of technologies on military capabilities. These levels are capability areas, systems and technologies. The contribution of this paper is to present one possible model for interdependencies between technologies. Modelling interdependencies between technologies is the last building block in constructing a quantitative model for technological forecasting including necessary levels of abstraction. This study supplements our previous research and as a result we present a model for the whole process of capability modelling. As in our earlier studies, capability is defined as the probability of a successful task or operation or proper functioning of a system. In order to obtain numerical data to demonstrate our model, we conducted a questionnaire to a group of defence technology researchers where interdependencies between seven representative technologies were inquired. Because of a small number of participants in questionnaires and general uncertainties concerning subjective evaluations, only rough conclusions can be made from the numerical results

Turun kaupungin ympäristönsuojelutoimiston projektit 1995–2000. Yhteiskunnallisen vaikuttavuuden arviointi.

Tässä pro gradu -tutkielmassa arvioin Turun kaupungin ympäristönsuojelutoimiston vuosina 1995–2000 toteuttamien projektien yhteiskunnallista vaikuttavuutta. Projektit ovat: muovijätteen kierrättämiseen keskittynyt KAPULA, ilmanlaadun seurannan kehittämiseen luotu City Simulator, eri sektorien väliseen ympäristöyhteistyöhön kannustanut Green Know-How Turku, Hirvensalon kaavoituksen tulevaisuutta valottanut ICTULA sekä kansainvälinen sähköautoprojekti EVD-POST. Kaikki viisi projektia on toteutettu yhteistyönä, ja osallistujina niissä on ollut ympäristönsuojelutoimiston lisäksi niin Turun alueen kuntia, yrityksiä kuin eurooppalaisia kaupunkejakin. Tutkielmassa arvioin projektien yhteiskunnallista vaikuttavuutta julkishallinnollisesta näkökulmasta. Tässä tapauksessa yhteiskunnallinen vaikuttavuus merkitsee muun muassa sitä, miten ympäristönsuojelutoimisto on vastannut sille asetettuihin tavoitteisiin ja miten toiminta on vastannut siihen kohdistuvia yhteiskunnallisia tarpeita. Tutkimukseni perusteella tarpeet ovat muodostuneet 1990-luvun Suomen talouslaman, 1980- ja 1990-lukujen globaalin ja EU:n ympäristöpolitiikan sekä 1990-luvun kaupunkistrategioiden ja ympäristönsuojeluohjelman kautta. Projektien arviointiin hyödynnän tavoitelähtöistä metodia Evert Vedungin Public Policy and Program Evaluation sekä Huey-Tsyh Chenin Theory-Driven Evaluations -teoksia. Metodilla tarkennan tavoitteiden, toimenpiteiden ja lopputulemien suhdetta. Sen lisäksi käytän Ray Pawsonin ja Nick Tilleyn Realistic Evaluation -kirjan realistista arviointitapaa, jolla tutkin kontekstin ja tehtyjen toimenpiteiden vaikutusta projekteissa. Projektien arvioinnin jälkeen kokoan yhteen päätelmiä projektien yhteiskunnallisesta vaikuttavuudesta ja pohdin syitä siihen, miksi projektit eroavat vaikuttavuudeltaan. Tutkielman johtopäätöksinä on, että projektit eroavat yhteiskunnalliselta vaikuttavuudeltaan lähtökohtien ja hyväksyttävyyden johdosta esimerkiksi lainsäädännön ja ympäristöpolitiikan vuoksi. Kyse on osaksi myös siitä, että joissain projekteissa tavoitteet on asetettu epärealistisiksi suhteessa niiden toteutumiseen. Projekteihin kohdistuvat ulkoiset tarpeet, toimintaympäristö ja realistiset tavoitteet eivät kuitenkaan ehdottomasti takaa yhteiskunnallista vaikuttavuutta. Myös yhteistyöprojektien toteuttajien ominaisuudet eli sisäiset tekijät vaikuttavat yhteiskunnallisen vaikuttavuuden ilmenemiseen.

Benefits and challenges of Enterprise Resource Planning for Pakistani SMEs

Enterprise resource planning (ERP) software is used to combine all the functions happening inside the organization with the help of one software. All the data is centralized which makes it easy to manage information for all participants. The literature on ERP is studied thoroughly the whole process of adoption till the implementation and final evaluations. But studies that focus on small and medium sized enterprises are limited in number when compared to the large scale enterprises. In case of Pakistan, research is very limited. In this thesis, the author tries to analyze the current status of SMEs usage of ERP system. The benefits obtained and challenges faced by SMEs of Pakistan are studied. Framework presented by Shang and Seddon (2000) is used to understand the benefits obtained by the SMEs in Pakistan. This is a comprehensive framework that classifies the benefits obtained by the ERP adoption, into five categories: operational benefits, managerial benefits, Strategic benefits, IT benefits, and Organizational benefits. The results show that SMEs of Pakistan are also getting many benefits after adoption of ERP. Most of the firms had implemented SAP software. Operational benefits were mentioned by all the firms. The most important benefits were report generation, quick access to critical information, better product and cost planning. Respondents also mentioned that they had reduced corruption as a result of ERP implementation. It is also an important benefit considering high corruption rate in Pakistan. Along with benefits, challenges faced by Pakistani SMEs included infrastructure problems like electricity, difficulties with integration of one module with other module, costs of adoption and lack of skilled ERP consultants. Further studies in this regard can be conducted on cloud based ERP which is fast growing all around the world.