Of milquetoasts and daredevils : personalities in female eiders

Traditionally biologists have often considered individual differences in behaviour or physiology as a nuisance when investigating a population of individuals. These differences have mostly been dismissed as measurement errors or as non-adaptive variation around an adaptive population mean. Recent research, however, challenges this view. While long acknowledged in human personality studies, the importance of individual variation has recently entered into ecological and evolutionary studies in the form of animal personality. The concept of animal personality focuses on consistent differences within and between individuals in behavioural and physiological traits across time and contexts and its ecological and evolutionary consequences. Nevertheless, a satisfactory explanation for the existence of personality is still lacking. Although there is a growing number of explanatory theoretical models, there is still a lack of empirical studies on wild populations showing how traditional life-history tradeoffs can explain the maintenance of variation in personality traits. In this thesis, I first investigate the validity of variation in allostatic load or baseline corticosterone (CORT) concentrations as a measure for differences in individual quality. The association between CORT and quality has recently been summarised under the “CORT-fitness hypothesis”, which states that a general negative relationship between baseline CORT and fitness exists. I then continue to apply the concept of animal personality to depict how the life-history trade-off between survival and fecundity is mediated in incubating female eiders (Somateria mollissima), thereby maintaining variation in behaviour and physiology. To this end, I investigated breeding female eiders from a wild population that breeds in the archipelago around Tvärminne Zoological Station, SW Finland. The field data used was collected from 2008 to 2012. The overall aim of the thesis was to show how differences in personality and stress responsiveness are linked to a life-history context. In the four chapters I examine how the life-history trade-off between survival and fecundity could be resolved depending on consistent individual differences in escape behaviour, stress physiology, individual quality and nest-site selection. First, I corroborated the validity of the “CORT-fitness hypothesis”, by showing that reproductive success is generally negatively correlated with serum and faecal baseline CORT levels. The association between individual quality and baseline CORT is, however, context dependent. Poor body condition was associated with elevated serum baseline CORT only in older breeders, while a larger reproductive investment (clutch mass) was associated with elevated serum baseline CORT among females breeding late in the season. Interestingly, good body condition was associated with elevated faecal baseline CORT levels in late breeders. High faecal baseline CORT levels were positively related to high baseline body temperature, and breeders in poor condition showed an elevated baseline body temperature, but only on open islands. The relationship between stress physiology and individual quality is modulated by breeding experience and breeding phenology. Consequently, the context dependency highlights that this relationship has to be interpreted cautiously. Additionally, I verified if stress responsiveness is related to risk-taking behaviour. Females who took fewer risks (longer flight initiation distance) showed a stronger stress response (measured as an increase in CORT concentration after capture and handling of the bird). However, this association was modulated by breeding experience and body condition, with young breeders and those in poor body condition showing the strongest relationship between risktaking and stress responsiveness. Shy females (longer flight initiation distance) also incubated their clutch for a shorter time. Additionally, I demonstrated that stress responsiveness and predation risk interact with maternal investment and reproductive success. Under high risk of predation, females that incubated a larger clutch showed a stronger stress response. Surprisingly, these females also exhibited higher reproductive success than females with a weaker stress response. Again, these context dependent results suggest that the relationship between stress responsiveness and risk-taking behaviour should not be studied in isolation from individual quality and that stress responsiveness may show adaptive plasticity when individuals are exposed to different predation regimes. Finally, female risk-taking behaviour and stress coping styles were also related to nest-site choice. Less stress responsive females more frequently occupied nests with greater coverage that were farther away from the shoreline. Females nesting in nests with medium cover and farther from the shoreline had higher reproductive success. These results suggest that different personality types are distributed non-randomly in space. In this thesis I was able to demonstrate that personalities and stress coping strategies are persistent individual characteristics, which express measurable effects on fitness. This suggests that those traits are exposed to natural selection and thereby can evolve. Furthermore, individual variation in personality and stress coping strategy is linked to the alternative ways in which animals resolve essential life-history trade-offs.

Paul and death : a study in psychological coping

The present investigation looks into the attitudes toward death in Paul’s authentic letters, and puts them in relation to modern theories of psychological coping. Drawing on psychologically-oriented hermeneutic theory, and theories about psychological coping in particular, I argue that each case of psychological coping must be understood in its historical situation as strategies emanating from a specific person’s subjective appraisal (cf. Pargament, Lazarus and Folkman). Paul’s letters frequently refer to persecution and violent death. To aid in psychological coping is often integral to the purpose of the letters, which makes the perspective of psychological coping akin to their genre. In the course of a tentatively assumed chronological order of 1 Thessalonians, Galatians, 1 Corinthians, 2 Corinthians, Romans, Philippians, and Philemon, Paul moves from the perception of Jesus dying for the faithful to the understanding of dying with Jesus. His coping strategies concerning death are gradually transformed from conservative and deferring coping styles, to a more self-directing coping style, to collaborative and transformative coping styles, and finally to a new sense of deferring coping style in prison. The last case of deferring coping carries the traits of generosity and flexibility even in the face of death, which is in contrast to his previous letters. Through his correspondence, we see Paul’s attitude toward death transformed from denial to reaction, to processing, to acceptance (cf. Lindemann, Kübler-Ross, Bowlby, Parkes, among others). His strategies also shift in accordance with these understandings. Denial is accompanied by diversion, threat by aggression, processing by rumination, and acceptance by joy. The study shows the hermeneutic benefits of reading Paul’s letters as the rhetorically framed expressions of a person in a particular historical situation. The letters open small windows through which we can glimpse the coping process of a person of antiquity. In adopting the method of psychological exegesis, the study shows that the variety of attitudes toward death in Paul’s letters makes sense from the perspective of psychological coping. The psychological aspect of these letters is an underexamined richness that can extend into areas of contemporary individual and group identity, and from there to public policy and ethics.

Test Anxiety, Coping, Gender and Academic Performance in English Exams: A Study of Finnish Upper Secondary School Students

In this MA thesis, test anxiety related to English exams among Finnish upper secondary school students was studied. In addition, the ways students try to cope with test anxiety were investigated. The purpose of the study was to investigate gender differences in test anxiety, the effects of test anxiety on academic performance and relationships between test anxiety, academic performance and coping strategies. Test anxiety and coping strategies were analysed as scores of questionnaire responses. Coping strategies comprised of three categories – task-orientation and preparation, seeking social support and avoidance. Academic performance was analysed as teacher ratings of general performance in English exams. In total 67 subjects were studied. The subjects were Finnish general upper secondary school students. The data were collected by using online questionnaires. This data were mainly quantitative, but also qualitative elements were included. The quantitative data were analysed by using statistical methods. The results showed that females experienced statistically significantly more test anxiety than males. In addition, a statistically significant correlation was found between test anxiety levels and academic performance ratings of the subjects: the higher the test anxiety score, the lower the academic performance rating. A meaningful correlation was found between test anxiety and seeking social support as a coping strategy: a higher test anxiety score was related to using social support as a coping strategy. However, no relationships were found between academic performance and the three coping strategies when quantitative and qualitative data were analysed. Therefore, different coping strategies per se did not seem to be related to academic performance, but instead it was assumed that the effectiveness of coping strategies is dependent on individual differences. In order to obtain more generalisable results and to gain more understanding of test anxiety and coping with it, a larger number of subjects form different areas of Finland and of different ages could be examined in future studies. Moreover, cross-national and cross-cultural studies could provide valuable information. As a practical recommendation for educational purposes, the results of this study indicated that a more individualised approach is needed.

In silico metabolic modelling of Saccharomyces cerevisiae for the overproduction of succinate using OptKnock and OptGene

Succinate is a naturally occurring metabolite in organism’s cell and is industrially important chemical with various applications in food and pharmaceutical industry. It is also widely used to produce bio-degradable plastics, surfactants, detergents etc. In last decades, emphasis has been given to bio-based chemical production using industrial biotechnology route rather than fossil-based production considering sustainability and environment friendly economy. In this thesis I am presenting a computational model for silico metabolic engineering of Saccharomyces cerevisiae for large scale production of succinate. For metabolic modelling, I have used OptKnock and OptGene optimization algorithms to identify the reactions to delete from the genome-scale metabolic model of S. cerevisiae to overproduce succinate by coupling with organism’s growth. Both OptKnock and OptGene proposed numerous straightforward and non-intuitive deletion strategies when number of constraints including growth constraint to the model were applied. The most interesting strategy identified by both algorithms was deletion combination of pyruvate decarboxylase and Ubiquinol:ferricytochrome c reductase(respiratory enzyme) reactions thereby also suggesting anaerobic fermentation of the organism in glucose medium. Such strategy was never reported earlier for growth-coupled succinate production in S.cerevisiae.

STRESS AND INTERNATIONAL ENTREPRENEURHSIP: The dark side of international entrepreneurship

Entrepreneurship attracts people with high job satisfaction and financial independence. Unfortunately, being deceived by this image, people do not pay attention to side effects of entrepreneurship. This ignorance usually turns into devastating results for entrepreneur’s health and venture performance. Therefore, it is required to seek ways to avoid these situations. The interest of the study lies in understanding of stress influence on international entrepreneurs by considering stress as a negative side effect of international entrepreneurship. To cover the concept of entrepreneurial stress completely, the study was divided into three section presented by following research questions: 1. What are the antecedents of entrepreneurial stress? 2. What are the consequences of entrepreneurial stress? 3. What coping strategies are applied to address entrepreneurial stress? Systematic literature review has been chosen as scientific approach to answer above questions due to the reason that it enables to minimise inconsistencies of both concepts of international entrepreneurship and stress. This method has afforded an opportunity to distinguish such stress causes as role conflict, overload, and ambiguity. Additionally, the study has covered the notion of stress moderators. The author argues that entrepreneurial traits, venture environment, and social support can have influence on degree of stress perception. Further, it has been proven that unaddressed stress could lead to reduction of entrepreneur’s psychological and physiological health. It should be taken into consideration that degree of both job satisfaction and performance would depend on the level of perceived stress. The last part of study emphasises the coping strategies. The author argues that it is important for an international entrepreneur to comprehend his or her and others’ emotions in order to overcome negative consequences of stress. In addition, the author suggests that an international entrepreneur needs to practise job sharing to reduce the amount of work to be completed. Moreover, it is believed that job sharing can help to overcome work-family conflict that prevails among entrepreneurs. The author anticipates that results of study can be beneficial for entrepreneurs who aim to achieve great results.

9-vuotiaiden tyttöjen ja poikien luottamus isää ja äitiä kohtaan

Kiintymyssuhdetutkimuksen kentällä on 2000-luvulta lähtien julkaistu enenevässä määrin tutkimuksia koskien lapsen ja vanhempien välistä suhdetta lapsen eläessä keskilapsuuden ikävaihetta. Tulosten mukaan lapsen luottamus vanhempaa kohtaan ei vähene keskilapsuudessa (mm. Kerns, Tomich & Kim, 2006). Lapsen ja äidin välisen luottamuksen lisäksi tutkimuksissa on nähty tarpeelliseksi ottaa mukaan lapsen ja isän välisen luottamuksen tarkastelu, mikä jo itsessään kertoo lapsen ja isän välisen suhteen merkityksellisyydestä lapsen elämässä. Tämän tutkimuksen tavoitteena oli selvittää, kuinka 9-vuotitaat suomalaiset tytöt ja pojat luottavat isään ja äitiin, luottavatko tytöt ja pojat yhtä paljon isään ja äitiin, sekä onko tyttöjen ja poikien välillä eroja luottamuksessa vanhempia kohtaan. Tutkimus toteutettiin käyttämällä kahta itsearviointimenetelmää: turvallisuusasteikkoa (Kerns Security Scale; Kerns, Klepac & Cole, 1996) sekä selviytymisstrategiakyselylomaketta (Coping Strategies Questionnaire; Finnegan, Hodges & Perry, 1996), joiden avulla arvioitiin lapsen luottamusta vanhempiin sekä välttelevää ja vastustavaa käyttäytymistä vanhempia kohtaan. Lapsi arvioi erikseen suhdettaan äitiin ja suhdettaan isään. Suomalaiset 9-vuotiaat tytöt ja pojat luottavat vähintään yhtä paljon vanhempiinsa kuin suomalaiset 11-vuotiaat verrokit (Kouvo. Virtanen & Silvén, 2015) tai samanikäiset pohjoisamerikkalaislapset (mm. Kerns, Tomich, Aspelmeier & Contreras, 2000). Odotusten mukaisesti luottamus äitiin on voimakkaasti yhteydessä siihen, miten lapsi luottaa isään ja toisin päin. Tytöt ja pojat eivät eroa keskenään siinä, kuinka paljon he luottavat isään ja äitiin. Tämä tukee niitä aiempia havaintoja, joissa tytöt ja pojat ovat luottaneet vanhempiinsa yhtä paljon (mm. Booth-Laforce ym., 2006). Tulokset suomalaisten lasten luottamuksesta vanhempia kohtaan voidaan nähdä perhe-elämän kannalta positiivisina ja osoituksena siitä, että Suomessa äideillä, mutta yhtä lailla isillä on aktiivinen rooli lapsen elämässä.

Psyykkinen työhyvinvointi turkulaisten opettajien kokemana

Opetushallituksen toteuttama laajasta raportista käy ilmi, että opetustyö koetaan henkisesti raskaana ja koettu stressi on yleisempää kuin muilla aloilla keskimäärin. Työssä viihtymistä heikentävät muun muassa fyysisen työympäristön puutteet, työtahti sekä työhön liittyvän stressin ja emotionaalisten paineiden kasvu. (Onnismaa 2010) Yhteiskunnassa vallitsevat nykyarvot tehokkuus, mittaus ja tuottavuus heijastuvat koulujen toimintaan väistämättä. Yhteiskunnalliset ilmiöt kuten oppilasaineksen muuttuminen muun muassa maahanmuuton ja kasvavien tuloerojen myötä kuormittavat nykypäivän opettajia uudella tavalla. Näiden ilmiöiden vaikutukset näkyvät kouluissa muun muassa käytöshäiriöinä, levottomuutena ja ahdistuneisuutena. (Syrjäläinen 2002) Tämän tutkimuksen tarkoituksena oli selvittää, millainen on turkulaisten luokan- ja erityisopettajien kokema psyykkisen työhyvinvoinnin taso. Tutkimuksen tarkoituksena oli kartoittaa opettajan työn stressitekijöitä, voimavaratekijöitä, työuupumuksen ja työn imun kokemista sekä keinoja stressin hallintaan ja sen vähentämiseksi. Tutkimuksen ulkopuolelle rajattiin työhyvinvointiin liittyvät tekijät kuten työturvallisuus ja koulu työyhteisönä. Tutkimus suoritettiin monimetodisesti. Määrällisinä mittareina käytettiin Maslach Burnout Inventorya, Työn imu –mittaria, Coping strategies for white collar workers -mittaria ja opettajan työn stressitekijät- mittaria. MBI:n ja Työn imun tulokset yhdistämällä luotiin työhyvinvointiprofiileja. Määrällisten mittareiden lisäksi käytettiin avoimia kysymyksiä muun muassa opettajien asenteiden ja kehitysehdotusten selvittämiseksi. Tämän tutkimuksen mukaan turkulaiset luokan- ja erityisopettajat voivat työssään suhteellisen hyvin. Aineistosta 78 % kuuluvat työssään hyvinvoivien klustereihin. Vakavasti uupuneita opettajia oli 4 % aineistosta. Eniten opettajan työssä stressaavaksi koettiin muun muassa kiire, melu, tietotekniikka, puutteelliset resurssit ja työn lisääntyneet vaatimukset. Stressiä opettajat vähentäisivät esimerkiksi lisäämällä oppilaiden tukemiseen käytettäviä resursseja sekä luokkakokoja pienentämällä. Stressinhallintaan opettajat käyttivät eniten ongelmanratkaisutyyppisiä keinoja, kuten laitan asiat tärkeysjärjestykseen ja yritän rauhoittua ja selvittää ongelmat. Voimavaroina tutkimukseen osallistuneet opettajat kokivat työyhteisön, toimivan kodin ja koulun välisen yhteistyön sekä oppilaat. Erityisesti tilanteet, joissa opettaja näki oppilaan kehittyvän ja koki auttavansa lasta kohti parempaa tulevaisuutta, antoivat voimaa.

Maan korvessa kulkevi – Evakkolasten kasvukokemusten tunnemuistot ja hyvinvointi

Tutkimus tarkastelee luovutetusta Karjalasta lähtöisin olevien evakkolasten tunnemuistoja ja niiden yhteyttä myöhempään hyvinvointiin. Keskiössä ovat koti- ja koulukasvatusta muistelevien ikäihmisten kokemukset. Tutkimus on kasvatushistoriallinen ja tieteidenvälinen. Se liikkuu historian sekä yhteiskunta- ja käyttäytymistieteiden rajapinnoilla. Aineiston 631 kyselyvastausta ja 11 haastattelua on analysoitu monimetodisesti tilastollisen ja sisällön analyysin avulla. Tulosten mukaan ikääntyvät evakkolapset voivat pääsääntöisesti hyvin. He ovat kotikasvatuksessaan omaksuneet vahvat selviytymis- ja sopeutumistaidot sekä sisukkuuden. Kodin kasvatusilmapiiri on menetyksistä huolimatta koettu turvalliseksi. Kasvatuksessa omaksutuissa sananlaskuissa korostuu vahvimmin tulevaisuuden toivosta kiinni pitäminen. Kasvatusmetodit myötäilevät suomalaista kasvatustraditiota, jossa lapsia on enimmäkseen palkittu hyvästä työstä sanallisesti ja rangaistu tottelemattomuudesta ruumiillisesti. Surua ja menetyksiä on käsitelty vaikenemalla. Yhdeksi elämää kannattelevaksi voimaksi ovat osoittautuneet laulut, joista suosituin oli Maan korvessa kulkevi lapsosen tie. Kasvatusperintönä evakkolapset haluavat jättää mallin työteliäästä, rehellisestä, toiset huomioivasta ja juuristaan tietoisesta kansalaisesta. Koulukokemusten osalta tutkimus osoittaa kantaväestöstä poikkeavan uskonnollisen ja kielellisen taustan olleen merkittävin syrjityksi tulemisen syy. Ortodoksitaustaisilla lapsilla oli muita evakkolapsia enemmän kiusaamiskokemuksia. Metaforien avulla kuvatuista tunnemuistoista löytyi kuusi erilaista selviytyjätyyppiä: selviytyjäsankarit, identiteetin etsijät, optimistiset toimijat, trauman työstäjät, kohtalonsa hyväksyjät ja menetysten kantajat. Valtaosa evakkolapsista kuuluu positiivista tunnemuistoa kantavien ryhmään. Kielteisillä tunnemuistoilla on tilastollisesti merkitsevä negatiivinen yhteys ikääntyvän hyvinvointiin. Tutkimus lisää ymmärrystä evakkolasten kasvukokemuksista ja tarjoaa uutta tietoa heidän selviytymisestään ja hyvinvoinnistaan. Tutkimus osoittaa evakkolasten tasapainoisen kotikasvatuksen, vastavuoroisten vertaissuhteiden ja suositun oppilaan aseman vahvistavan yhteisöön kuulumista ja sosiaalista pystyvyyttä sekä olevan hyvinvoinnin positiivisia tekijöitä. Kodin melankolisuudella, eristyneisyydellä ja koulukiusaamisella on negatiivinen yhteys hyvinvointiin. Tuloksia voidaan soveltaa nykypäivän pakolaislasten kotouttamiseen, jossa ensiarvoisen tärkeää on perheiden osallisuuden ja integroitumisen tukeminen uudessa ympäristössä. Tämän onnistumiseksi on tärkeää huomioida lasten yksilölliset selviytymisstrategiat ja käsitellä kodin menetystraumaa.

Application of the scrum framework in non-software project management

Scrum is an agile project management approach that has been widely practiced in the software development projects. It has proven to increase quality, productivity, customer satisfaction, transparency and team morale among other benefits from its implementation. The concept of scrum is based on the concepts of incremental innovation strategies, lean manufacturing, kaizen, iterative development and so on and is usually contrasted with the linear development models such as the waterfall method in the software industry. The traditional approaches to project management such as the waterfall method imply intensive upfront planning and approval of the entire project. These sort of approaches work well in the well-defined stable environments where all the specifications of the project are known in the beginning. However, in the uncertain environments when a project requires continuous development and incorporation of new requirements, they do not tend to work well. The scrum framework was inspiraed by Nonaka’s article about new product developement and was later adopted by software development practitioners. This research explores conditions for and benefits of the application of scrum framework beyond software development projects. There are currently a few case studies on the scrum implementation in non-software projects, but there is a noticeable trend of it in the scrum practitioners’ community. The research is based on the real-life context multiple case study analysis of three different non-software projects. The results of the research showed that in order to succeed within scrum projects need to satisfy certain conditions – necessary and sufficient. Among them the key factors are uncertainty of the project environment, not well defined outcomes, commitment of the scrum teams and management support. The top advantages of scrum implementation identified in the present research include improved transparency, accountability, team morale, communications, cooperation and collaboration. Further researches are advised to be carried out in order to validate these findings on a larger sample and to focus on more specific areas of scrum project management implementation.

Foreign Operation Mode Strategies of Finnish Companies in Russia

The object of this study was to examine foreign operation mode strategies used by Finnish companies in Russia. Thus, it was necessary to understand how Finnish companies have used foreign operation modes and which factors have influenced on their foreign operation mode strategies in Russia. Moreover, the purpose was also to find out that have Finnish companies switched, stretched or combined their foreign operation modes. The study's empirical part was conducted as a semi structured qualitative within-case and cross-case analysis of seven case companies that are selected to represent different industries. There are five Finnish LSEs and two Finnish SMEs as case companies. The results of this study indicated that Finnish companies have mainly used exporting as their initial entry mode to the Russian market. After they had gained understanding and experience of the Russian market, they switched from non-equity and simple foreign operation modes to more challenging and equity demanding foreign operation modes, and established wholly owned operations.

University students’ regulation of learning and text processing – examples from medical and teacher education

The general aim of the thesis was to study university students’ learning from the perspective of regulation of learning and text processing. The data were collected from the two academic disciplines of medical and teacher education, which share the features of highly scheduled study, a multidisciplinary character, a complex relationship between theory and practice and a professional nature. Contemporary information society poses new challenges for learning, as it is not possible to learn all the information needed in a profession during a study programme. Therefore, it is increasingly important to learn how to think and learn independently, how to recognise gaps in and update one’s knowledge and how to deal with the huge amount of constantly changing information. In other words, it is critical to regulate one’s learning and to process text effectively. The thesis comprises five sub-studies that employed cross-sectional, longitudinal and experimental designs and multiple methods, from surveys to eye tracking. Study I examined the connections between students’ study orientations and the ways they regulate their learning. In total, 410 second-, fourth- and sixth-year medical students from two Finnish medical schools participated in the study by completing a questionnaire measuring both general study orientations and regulation strategies. The students were generally deeply oriented towards their studies. However, they regulated their studying externally. Several interesting and theoretically reasonable connections between the variables were found. For instance, self-regulation was positively correlated with deep orientation and achievement orientation and was negatively correlated with non-commitment. However, external regulation was likewise positively correlated with deep orientation and achievement orientation but also with surface orientation and systematic orientation. It is argued that external regulation might function as an effective coping strategy in the cognitively loaded medical curriculum. Study II focused on medical students’ regulation of learning and their conceptions of the learning environment in an innovative medical course where traditional lectures were combined wth problem-based learning (PBL) group work. First-year medical and dental students (N = 153) completed a questionnaire assessing their regulation strategies of learning and views about the PBL group work. The results indicated that external regulation and self-regulation of the learning content were the most typical regulation strategies among the participants. In line with previous studies, self-regulation wasconnected with study success. Strictly organised PBL sessions were not considered as useful as lectures, although the students’ views of the teacher/tutor and the group were mainly positive. Therefore, developers of teaching methods are challenged to think of new solutions that facilitate reflection of one’s learning and that improve the development of self-regulation. In Study III, a person-centred approach to studying regulation strategies was employed, in contrast to the traditional variable-centred approach used in Study I and Study II. The aim of Study III was to identify different regulation strategy profiles among medical students (N = 162) across time and to examine to what extent these profiles predict study success in preclinical studies. Four regulation strategy profiles were identified, and connections with study success were found. Students with the lowest self-regulation and with an increasing lack of regulation performed worse than the other groups. As the person-centred approach enables us to individualise students with diverse regulation patterns, it could be used in supporting student learning and in facilitating the early diagnosis of learning difficulties. In Study IV, 91 student teachers participated in a pre-test/post-test design where they answered open-ended questions about a complex science concept both before and after reading either a traditional, expository science text or a refutational text that prompted the reader to change his/her beliefs according to scientific beliefs about the phenomenon. The student teachers completed a questionnaire concerning their regulation and processing strategies. The results showed that the students’ understanding improved after text reading intervention and that refutational text promoted understanding better than the traditional text. Additionally, regulation and processing strategies were found to be connected with understanding the science phenomenon. A weak trend showed that weaker learners would benefit more from the refutational text. It seems that learners with effective learning strategies are able to pick out the relevant content regardless of the text type, whereas weaker learners might benefit from refutational parts that contrast the most typical misconceptions with scientific views. The purpose of Study V was to use eye tracking to determine how third-year medical studets (n = 39) and internal medicine residents (n = 13) read and solve patient case texts. The results revealed differences between medical students and residents in processing patient case texts; compared to the students, the residents were more accurate in their diagnoses and processed the texts significantly faster and with a lower number of fixations. Different reading patterns were also found. The observed differences between medical students and residents in processing patient case texts could be used in medical education to model expert reasoning and to teach how a good medical text should be constructed. The main findings of the thesis indicate that even among very selected student populations, such as high-achieving medical students or student teachers, there seems to be a lot of variation in regulation strategies of learning and text processing. As these learning strategies are related to successful studying, students enter educational programmes with rather different chances of managing and achieving success. Further, the ways of engaging in learning seldom centre on a single strategy or approach; rather, students seem to combine several strategies to a certain degree. Sometimes, it can be a matter of perspective of which way of learning can be considered best; therefore, the reality of studying in higher education is often more complicated than the simplistic view of self-regulation as a good quality and external regulation as a harmful quality. The beginning of university studies may be stressful for many, as the gap between high school and university studies is huge and those strategies that were adequate during high school might not work as well in higher education. Therefore, it is important to map students’ learning strategies and to encourage them to engage in using high-quality learning strategies from the beginning. Instead of separate courses on learning skills, the integration of these skills into course contents should be considered. Furthermore, learning complex scientific phenomena could be facilitated by paying attention to high-quality learning materials and texts and other support from the learning environment also in the university. Eye tracking seems to have great potential in evaluating performance and growing diagnostic expertise in text processing, although more research using texts as stimulus is needed. Both medical and teacher education programmes and the professions themselves are challenging in terms of their multidisciplinary nature and increasing amounts of information and therefore require good lifelong learning skills during the study period and later in work life.