Browsing by Subject "INTEGRATION"

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  • Lozano, Rodrigo; Barreiro-Gen, Maria; Pietikäinen, Janna; Gago-Cortes, Carmen; Favi, Claudio; Jimenez Munguia, Maria Teresa; Monus, Ferenc; Simao, Joao; Benayas, Javier; Desha, Cheryl; Bostanci, Sevket; Djekic, Ilija; Moneva, Jose Mariano; Saenz, Orlando; Awuzie, Bankole; Gladysz, Bartlomiej (2022)
    Higher Education Institutions (HEIs) have been incorporating sustainability into education and curricula, where recent research has focussed on sustainability competences, pedagogical approaches, and how to connect them, generally on a single HEI. The process of integrating sustainability into education based on curricula assessment has been explained using adoption of innovations; and has the potential to explain the process of developing competences through pedagogical approaches. The aim of this paper is to investigate this process at academic discipline level. An online survey was developed to investigate teaching sustainability competences in 13 HEIs, from which 678 responses from educators were obtained. The competences and pedagogical approaches from the responses were ranked, and then the connections between the competences and pedagogical approaches per discipline were analysed using a correlations-based framework, from which three disciplines groups were created. The groups were categorised using diffusion of innovations theory, which indicated that some disciplines are more innovative than others in adopting sustainability competence-based teaching. The results are used to propose two frameworks to better understand the adoption of sustainability competence-based teaching: (a) the D-RAPID framework; and (b) the Disciplinary Multi-dimensional Sustainability Influence Change for Academia (D-MuSICA) memework. The adoption of sustainability competence-base education must expand from a single HEI perspective to a disciplinary collaborative one spanning many HEIs, where academic disciplines should learn from each other's insights and mistakes and provide students with more transdisciplinary skillsets to make societies more sustainable.
  • Hui, David; Mori, Masanori; Meng, Yee-Choon; Watanabe, Sharon M.; Caraceni, Augusto; Strasser, Florian; Saarto, Tiina; Cherny, Nathan; Glare, Paul; Kaasa, Stein; Bruera, Eduardo (2018)
    Palliative care referral is primarily based on clinician judgment, contributing to highly variable access. Standardized criteria to trigger automatic referral have been proposed, but it remains unclear how best to apply them in practice. We conducted a Delphi study of international experts to identify a consensus for the use of standardized criteria to trigger automatic referral. Sixty international experts stated their level of agreement for 14 statements regarding the use of clinician-based referral and automatic referral over two Delphi rounds. A consensus was defined as an agreement of ae70% a priori. The response rate was 59/60 (98%) for the first round and 56/60 (93%) for the second round. Twenty-six (43%), 19 (32%), and 11 (18%) respondents were from North America, Asia/Australia, and Europe, respectively. The panel reached consensus that outpatient palliative care referral should be based on both automatic referral and clinician-based referral (agreement = 86%). Only 18% felt that referral should be clinician-based alone, and only 7% agreed that referral should be based on automatic referral only. There was consensus that automatic referral criteria may increase the number of referrals (agreement = 98%), facilitate earlier palliative care access, and help administrators to set benchmarks for quality improvement (agreement = 86%). Our panelists favored the combination of automatic referral to augment clinician-based referral. This integrated referral framework may inform policy and program development.
  • Enbuska, Marja; Lähdesmäki, Merja; Suutari, Timo (2021)
    Rural employers can be significant actors in defining who is welcomed to the local community and under which conditions. Despite their importance, however, the role of rural employers in the belonging process of immigrant employees is not widely known. In this study, we focused on the discursive boundaries that rural employers (re)produce when speaking about immigrant employees. The empirical data of our study consists of 35 interviews in small and medium-sized enterprises. We identified three frames within which employers' carry out boundary work. These frames are dealing with work ethics, workplace rules and local community. We argue that belonging was constructed in these frames ambiguously, and highlight immigrants' hard-working attitude, cultural discretion and local stability. We also found that the idea of belonging was not built solely on immigrants' adaptation but that conventional boundaries were also flexible.
  • Pers, Tune H.; Karjalainen, Juha M.; Chan, Yingleong; Westra, Harm-Jan; Wood, Andrew R.; Yang, Jian; Lui, Julian C.; Vedantam, Sailaja; Gustafsson, Stefan; Esko, Tonu; Frayling, Tim; Speliotes, Elizabeth K.; Boehnke, Michael; Raychaudhuri, Soumya; Fehrmann, Rudolf S. N.; Hirschhorn, Joel N.; Franke, Lude; Genetic Invest Anthropometric Trai; Kaprio, Jaakko (2015)
    The main challenge for gaining biological insights from genetic associations is identifying which genes and pathways explain the associations. Here we present DEPICT, an integrative tool that employs predicted gene functions to systematically prioritize the most likely causal genes at associated loci, highlight enriched pathways and identify tissues/cell types where genes from associated loci are highly expressed. DEPICT is not limited to genes with established functions and prioritizes relevant gene sets for many phenotypes.
  • Mäntynen, Sari; Laanto, Elina; Oksanen, Hanna M.; Poranen, Minna M.; Diaz-Munoz, Samuel L. (2021)
    The canonical lytic-lysogenic binary has been challenged in recent years, as more evidence has emerged on alternative bacteriophage infection strategies. These infection modes are little studied, and yet they appear to be more abundant and ubiquitous in nature than previously recognized, and can play a significant role in the ecology and evolution of their bacterial hosts. In this review, we discuss the extent, causes and consequences of alternative phage lifestyles, and clarify conceptual and terminological confusion to facilitate research progress. We propose distinct definitions for the terms 'pseudolysogeny' and 'productive or non-productive chronic infection', and distinguish them from the carrier state life cycle, which describes a population-level phenomenon. Our review also finds that phages may change their infection modes in response to environmental conditions or the physiological state of the host cell. We outline known molecular mechanisms underlying the alternative phage-host interactions, including specific genetic pathways and their considerable biotechnological potential. Moreover, we discuss potential implications of the alternative phage lifestyles for microbial biology and ecosystem functioning, as well as applied topics such as phage therapy.
  • Kokkonen, Kristiina; Tasmuth, Tiina; Lehto, Juho T.; Kautiainen, Hannu; Elme, Anneli; Jaaskelainen, Anna-Stina; Saarto, Tiina (2019)
    Background/Aim: To observe changes in symptoms and health-related quality of life (HRQoL) over 7 years among cancer patients at different stages of the disease. Patients and Methods: This prospective cross-sectional study at the Helsinki University Hospital Cancer Center, was carried out in 2006 and repeated in 2013. All participants filled in the EORTC-QLQ-C30 questionnaire. Results: Altogether, 581 patients responded (49% in 2006 and 54% in 2013). The disease was local in 51% and advanced in 49% of patients. The HRQoL was significantly lower, except for emotional and cognitive functions, and the symptom burden more severe in advanced cancer. The most prevalent symptoms were fatigue (93% and 85%; moderate/severe 22% and 9%), pain (65% and 47%; moderate/severe 16% and 5%), and insomnia (64% and 60%; moderate/severe 20 and 21%), respectively. No changes in HRQoL or symptoms were found at 7 years. Conclusion: There is a need for early integrated palliative care to improve HRQoL during cancer treatments.
  • Locatelli, Bruno; Pramova, Emilia; Di Gregorio, Monica; Brockhaus, Maria; Chávez , Dennis Armas; Tubbeh , Ramzi; Sotes, Juan; Perla, Javier (2020)
    Increasing attention is being given to integrating adaptation and mitigation in climate change policies. Policy network analysis is a way to explore connections between adaptation and mitigation, and the opportunities or barriers to effective integration between these two policy subdomains. This study explores climate governance and policy networks by examining collaboration and information flows in national policy processes in Peru, a country with an active climate change policy domain. In contrast to most climate policy network analyses, this study distinguishes adaptation and mitigation subdomains through a multiplex approach. We used ERGM (Exponential Random Graph Models) to explain the existence of information flows and collaborations among 76 key actors in climate change policy in Peru. We identified actors who could connect adaptation and mitigation subdomains. Results show a concentration of influence in national government actors, particularly in the mitigation subdomain, and the isolation of actor groups that matter for policy implementation, such as the private sector or subnational actors. Results highlight the predominance of mitigation over adaptation and the existence of actors well positioned to broker relationships between the subdomains. The top brokers across subdomains were, however, not only actors with high centrality and brokerage roles in the subdomains, but also several "unusual key players" that were not brokers in any of the two layers separately. Key policy insights • National government institutions are central actors in climate change policy networks in Peru, reflecting national ownership of the climate change issue. • Private sector organizations and subnational actors in Peru are the least involved in information sharing and collaboration on climate change. • Actors from different levels and sectors are active in both adaptation and mitigation, which is good for climate policy integration. • Actors with the capacity to bridge the two policy subdomains are not necessarily central to each subdomain but may be actors that close structural holes between subdomains.
  • Virtanen, Lari S.; Olkkonen, Maria; Saarela, Toni P. (2020)
    Color serves both to segment a scene into objects and background and to identify objects. Although objects and surfaces usually contain multiple colors, humans can readily extract a representative color description, for instance, that tomatoes are red and bananas yellow. The study of color discrimination and identification has a long history, yet we know little about the formation of summary representations of multicolored stimuli. Here, we characterize the human ability to integrate hue information over space for simple color stimuli varying in the amount of information, stimulus size, and spatial configuration of stimulus elements. We show that humans are efficient at integrating hue information over space beyond what has been shown before for color stimuli. Integration depends only on the amount of information in the display and not on spatial factors such as element size or spatial configuration in the range measured. Finally, we find that observers spontaneously prefer a simple averaging strategy even with skewed color distributions. These results shed light on how human observers form summary representations of color and make a link between the perception of polychromatic surfaces and the broader literature of ensemble perception.
  • Niemelä, Mikko A. (2021)
    This paper makes a theoretical contribution to the discussion of powerful knowledge in education. The major claim is that curriculum integration can structure knowledge for a coherent curriculum, and thus, support the idea of powerful knowledge. The mainstream understanding of curriculum integration promotes it as a pedagogical arrangement and views school subjects as being guilty of fragmenting students’ experience. Leaning on empirical evidence, this paper argues that the question of integration cannot be left to teachers and students alone; rather, it is crucial to design a coherent written curriculum that supports teaching-studying-learning process with an appropriately differentiated and integrated structure for school subjects. Alternatives for subject design and knowledge-based curriculum integration with the potential for developing powerful knowledge are presented.
  • Nabavi, Seyed Azad; Hossein Motlagh, Naser; Zaidan, Martha Arbayani; Aslani, Alireza; Zakeri, Behnam (2021)
    Buildings are responsible for 33% of final energy consumption, and 40% of direct and indirect CO2 emissions globally. While energy consumption is steadily rising globally, managing building energy utilization by on-site renewable energy generation can help responding to this demand. This paper proposes a deep learning method based on a discrete wavelet transformation and long short-term memory method (DWT-LSTM) and a scheduling framework for the integrated modelling and management of energy demand and supply for buildings. This method analyzes several factors including electricity price, uncertainty in climatic factors, availability of renewable energy sources (wind and solar), energy consumption patterns in buildings, and the non-linear relationships between these parameters on hourly, daily, weekly and monthly intervals. The method enables monitoring and controlling renewable energy generation, the share of energy imports from the grid, employment of saving strategy based on the user priority list, and energy storage management to minimize the reliance on the grid and electricity cost, especially during the peak hours. The results demonstrate that the proposed method can forecast building energy demand and energy supply with a high level of accuracy, showing a 3.63-8.57% error range in hourly data prediction for one month ahead. The combination of the deep learning forecasting, energy storage, and scheduling algorithm enables reducing annual energy import from the grid by 84%, which offers electricity cost savings by 87%. Finally, two smart active buildings configurations are financially analyzed for the next thirty years. Based on the results, the proposed smart building with solar Photo-Voltaic (PV), wind turbine, inverter, and 40.5 kWh energy storage has a financial breakeven point after 9 years with wind turbine and 8 years without it. This implies that implementing wind turbines in the proposed building is not financially beneficial.
  • Baser, Bahar; Toivanen, Mari (2019)
    This article examines the dynamics of voluntary return migration to the Kurdistan region of Iraq in the post-Saddam period and provides a contextualised analysis of the returnees' experiences in a rapidly shifting geopolitical situation in Kurdistan. It specifically focuses on examining how diasporans' motivations to return, as well as their plans to re-return, are shaped in relation to their experiences in host societies and in the 'homeland'. Drawing from qualitative interviews, it shows that Kurdish diasporans' return can be characterised as 'diasporic homecoming' as it is motivated by the desire to contribute to the economic and political development of the Kurdistan region of Iraq. However, the mismatch between expectations and 'homeland' realities combined with positive experiences and social capital accumulated in the host country makes plans for re-return more foreseeable and less risky.
  • Jasinskaja-Lahti, Inga; Renvik (Mähönen), Tuuli Anna; van der Noll, Jolanda; Eskelinen, Viivi; Rohmann, Anette; Verkuyten, Maykel (2020)
    This survey experiment examined national majority group members' reactions to immigrants' citizenship status with a focus on dual citizenship. A sample of 779 participants (n(Finland) = 174; n(Netherlands) = 377; n(Germany) = 228) was used to examine whether immigrants' citizenship status affects trust towards immigrants, willingness to accept immigrants in strategic positions, and support for immigrants' social influence in society. Perceived group loyalties were expected to mediate these relationships. Compared to national citizens, dual citizens were perceived as having lower national loyalty and higher foreign loyalty. Compared to foreign citizens, dual citizens were perceived to have higher national loyalty but equally high foreign loyalty. Higher national loyalty was further associated with higher trust, acceptance, and support, whereas higher foreign loyalty was associated with lower trust, acceptance, and support. These findings are discussed in relation to societal debates on dual citizenship and the limited social psychological research on this topic.
  • Kilpeläinen, Markku; Theeuwes, Jan (2016)
    People use eye movements extremely effectively to find objects of interest in a cluttered visual scene. Distracting, task-irrelevant attention capturing regions in the visual field should be avoided as they jeopardize the efficiency of search. In the current study, we used eye tracking to determine whether people are able to avoid making saccades to a predetermined visual area associated with a financial penalty, while making fast and accurate saccades towards stimuli placed near the penalty area. We found that in comparison to the same task without a penalty area, the introduction of a penalty area immediately affected eye movement behaviour: the proportion of saccades to the penalty area was immediately reduced. Also, saccadic latencies increased, but quite modestly, and mainly for saccades towards stimuli near the penalty area. We conclude that eye movement behaviour is under efficient cognitive control and thus quite flexible: it can immediately be adapted to changing environmental conditions to improve reward outcome.
  • Korhonen-Kurki, Kaisa; Käyhkö, Janina; Keskinen, Marko; Kosenius, Anna-Kaisa; Saarikoski, Heli; Bor, Sanne; Faehnle, Maija; Pekkonen, Minna; Kuusela, Salla (2022)
    Merging scientific and stakeholder knowledge plays a critical part in knowledge co-production processes, yet it is far from straightforward. We describe knowledge co-production processes by drawing on experiences from four strategic research cases that all sought to integrate scientific and stakeholder knowledge, while demonstrating the different settings and methodological choices for knowledge co-production in environmental research. To facilitate systematic analysis, we utilized the knowledge-weaving framework by Tengö et al. (2017) to examine co-production through the phases of knowledge mobilizing, translating, negotiating, synthesizing and applying. We also considered the inclusiveness of the weaving processes, where our results show that all of the study cases were able to engage participants across the four phases. Our analysis indicates that the framework is useful for unpacking the different phases of the knowledge-weaving process as well as the variety of activities that are used throughout the process. However, the results also emphasize the long-term nature of these processes, as knowledge-weaving activities were used predominantly in the mobilize and translate/negotiate phases and less at later phases of the process. This indicates that the benefits may be foreseen in similar future actions through the initiated learning and change processes.
  • Anurova, Irina; Vetchinnikova, Svetlana; Dobrego, Aleksandra; Williams, Nitin; Mikusova, Nina; Suni, Antti; Mauranen, Anna; Palva, Satu (2022)
    Chunking language has been proposed to be vital for comprehension enabling the extraction of meaning from a continuous stream of speech. However, neurocognitive mechanisms of chunking are poorly understood. The present study investigated neural correlates of chunk boundaries intuitively identified by listeners in natural speech drawn from linguistic corpora using magneto-and electroencephalography (MEEG). In a behavioral experiment, subjects marked chunk boundaries in the excerpts intuitively, which revealed highly consistent chunk boundary markings across the subjects. We next recorded brain activity to investigate whether chunk boundaries with high and medium agreement rates elicit distinct evoked responses compared to non-boundaries. Pauses placed at chunk boundaries elicited a closure positive shift with the sources over bilateral auditory cortices. In contrast, pauses placed within a chunk were perceived as interruptions and elicited a biphasic emitted potential with sources located in the bilateral primary and non-primary auditory areas with right-hemispheric dominance, and in the right inferior frontal cortex. Furthermore, pauses placed at stronger boundaries elicited earlier and more prominent activation over the left hemisphere suggesting that brain responses to chunk boundaries of natural speech can be modulated by the relative strength of different linguistic cues, such as syntactic structure and prosody.
  • Karjalainen, Linda E.; Juhola, Sirkku (2019)
    Transportation plays a key role in urban sustainability planning and urban greenhouse gas emission reductions. Globally, cities have established sustainability agendas and policies to guide the shift from traditional private automobile dependent transportation systems towards an increased use of public transportation, cycling, and walking. While the surrounding physical urban form and governance structures condition public transportation services, there are also many other factors to consider when discussing sustainability. As such, comprehensive planning and policy-oriented assessment frameworks that are independent of local conditions are still largely missing in literature. This paper presents a Public Transportation Sustainability Indicator List (PTSIL) that provides a platform for an integrated assessment of environmental, economic, and social dimensions of sustainability through an indicator-based approach. To demonstrate its use, the PTSIL is applied to analyze the policy documents of public transportation agencies in Helsinki, Finland, and Toronto, Canada. The results show that while both cities achieve relatively high scores in all dimensions, there is still high variability among individual indicators. The PTSIL presents a missed stepping stone between descriptive definitions of transportation sustainability and case specific sustainability performance assessments, offering an opportunity within the planning and policy-making sectors to review, assess, and develop public transportation services comprehensively.
  • Vermeulen, Eric; van den Anker, John N.; Della Pasqua, Oscar; Hoppu, Kaarlo; van der Lee, Johanna H.; GRiP (2017)
    Objectives In children, there is often lack of sufficient information concerning the pharmacokinetics (PK) and pharmacodynamics (PD) of a study drug to support dose selection and effective evaluation of efficacy in a randomised clinical trial (RCT). Therefore, one should consider the relevance of relatively small PKPD studies, which can provide the appropriate data to optimise the design of an RCT. Methods Based on the experience of experts collaborating in the EU-funded Global Research in Paediatrics consortium, we aimed to inform clinician-scientists working with children on the design of investigator-initiated PKPD studies. Key findings The importance of the identification of an optimal dose for the paediatric population is explained, followed by the differences and similarities of dose-ranging and efficacy studies. The input of clinical pharmacologists with modelling expertise is essential for an efficient dose-finding study. Conclusions The emergence of new laboratory techniques and statistical tools allows for the collection and analysis of sparse and unbalanced data, enabling the implementation of (observational) PKPD studies in the paediatric clinic. Understanding of the principles and methods discussed in this study is essential to improve the quality of paediatric PKPD investigations, and to prevent the conduct of paediatric RCTs that fail because of inadequate dosing.
  • Ashtiani, Minoo; Nickchi, Payman; Jahangiri-Tazehkand, Soheil; Safari, Abdollah; Mirzaie, Mehdi; Jafari, Mohieddin (2019)
    Background: Reconstruction of protein-protein interaction networks (PPIN) has been riddled with controversy for decades. Particularly, false-negative and - positive interactions make this progress even more complicated. Also, lack of a standard PPIN limits us in the comparison studies and results in the incompatible outcomes. Using an evolution-based concept, i.e. interolog which refers to interacting orthologous protein sets, pave the way toward an optimal benchmark. Results: Here, we provide an R package, IMMAN, as a tool for reconstructing Interolog Protein Network (IPN) by integrating several Protein-protein Interaction Networks (PPINs). Users can unify different PPINs to mine conserved common networks among species. IMMAN is designed to retrieve IPNs with different degrees of conservation to engage prediction analysis of protein functions according to their networks. Conclusions: IPN consists of evolutionarily conserved nodes and their related edges regarding low false positive rates, which can be considered as a gold standard network in the contexts of biological network analysis regarding to those PPINs which is derived from.
  • Vassilev, Boris; Louhimo, Riku; Ikonen, Elina; Hautaniemi, Sampsa (2016)
    A modern biomedical research project can easily contain hundreds of analysis steps and lack of reproducibility of the analyses has been recognized as a severe issue. While thorough documentation enables reproducibility, the number of analysis programs used can be so large that in reality reproducibility cannot be easily achieved. Literate programming is an approach to present computer programs to human readers. The code is rearranged to follow the logic of the program, and to explain that logic in a natural language. The code executed by the computer is extracted from the literate source code. As such, literate programming is an ideal formalism for systematizing analysis steps in biomedical research. We have developed the reproducible computing tool Lir (literate, reproducible computing) that allows a tool-agnostic approach to biomedical data analysis. We demonstrate the utility of Lir by applying it to a case study. Our aim was to investigate the role of endosomal trafficking regulators to the progression of breast cancer. In this analysis, a variety of tools were combined to interpret the available data: a relational database, standard command-line tools, and a statistical computing environment. The analysis revealed that the lipid transport related genes LAPTM4B and NDRG1 are coamplified in breast cancer patients, and identified genes potentially cooperating with LAPTM4B in breast cancer progression. Our case study demonstrates that with Lir, an array of tools can be combined in the same data analysis to improve efficiency, reproducibility, and ease of understanding. Lir is an open-source software available at github. com/borisvassilev/lir.
  • Heikkilä, Jenni; Lonka, Eila; Ahola, Sanna; Meronen, Auli; Tiippana, Kaisa (2017)
    Purpose: Lipreading and its cognitive correlates were studied in school-age children with typical language development and delayed language development due to specific language impairment (SLI). Method: Forty-two children with typical language development and 20 children with SLI were tested by using a word-level lipreading test and an extensive battery of standardized cognitive and linguistic tests. Results: Children with SLI were poorer lipreaders than their typically developing peers. Good phonological skills were associated with skilled lipreading in both typically developing children and in children with SLI. Lipreading was also found to correlate with several cognitive skills, for example, short-term memory capacity and verbal motor skills. Conclusions: Speech processing deficits in SLI extend also to the perception of visual speech. Lipreading performance was associated with phonological skills. Poor lipreading in children with SLI may be, thus, related to problems in phonological processing.