Text (Instruction Step Text)
From The Embassy of Good Science
Describe the actions the user should take to experience the material (including preparation and follow up if any). Write in an active way.
- ⧼SA Foundation Data Type⧽: Text
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'''Metaverse'''<div><div><div>
The word ‘metaverse’ was first used by the American writer Neal Stephenson in a science fiction novel that was published in 1992 and entitled 'Snow Crash'. It is now used to describe a shared, persistent, real-time 3D, digital model environment where users can interact with computer-generated environments, socialise with others, and engage in various activities, similar to interactions in the physical world.
Metaverses are digital spaces and environments that users can explore, interact with, and even shape. These environments may include virtual worlds, simulations, and augmented reality experiences. Social interaction is a fundamental aspect, and the metaverse often includes features like avatars to represent users and communication tools. Users can contribute to the metaverse by creating and sharing content. This may include designing virtual spaces, creating digital objects, and developing interactive experiences. Metaverses can even have their own economy, where users buy, sell, and trade virtual assets, goods, and services. This may involve virtual currencies, digital assets, and a virtual marketplace.
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===Reflection activity===
As you can see, the REC chairs have each identified some ethical issues in the research proposal, did you spot any others? Can you identify the sections of the proposal which are relevant to the chairs’ concerns? Do you think that the geographical location of the two ethics committees will impact on their perspectives? Make a few notes of the issues that you have identified before moving on. +
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Different models of consent offer distinct advantages and drawbacks in balancing ethical considerations and scientific advancements. We will first look at broad consent, before moving on to look at other models. For this form of consent, participants give permission for their data or biological samples to be used in a range of future research studies, rather than being limited to a single, specific study.
Jurate Lekstutiene shares her thoughts on how the broad consent model is used in biobanking. Biobanking would not be possible without support from the society, without consent from biobank participants. However, during the consent process, usually it's impossible to accurately determine which health-related research will be conducted in the future.
There are several ways how we could address this uncertainty. And the idea behind the broad consent model is that a person gives consent once, usually in writing, and then based on this consent, a biobank can collect and store samples and data for unlimited time, even after a biobank participants' death. And these samples and data can be used for extensive research involving different diseases. +
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Try to put yourself in the shoes of a person living in the target zone where malaria poses a great risk. You know many persons who have suffered with malaria and some who have died, including young children. You can watch this video to help you imagine what it might be like. +
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Aside from the processing of personal data, other privacy matters concern the use of specific applications such as telemedicine: (particularly regarding the confidentiality of medical information) the potential use of brain data, data collection for industry purposes, and issues around governmental surveillance. Users need to be informed about the types of data collected, the purposes for which it will be used, and any third parties with whom it may be shared.
Informed consent from users may be needed, to ensure that they understand and agree to the terms of data collection and usage within XR environments. Additionally, users should have control over their privacy settings and preferences, allowing them to adjust the settings, manage data sharing permissions, and delete or anonymize their data as wanted.
But user consent and control may not always be possible. For instance, AR applications in public spaces raise concerns about reasonable expectations of privacy as they process and aggregate data about a user's broad surroundings in real time. This information gathering may require special consideration for bystander privacy, especially when government and law enforcement agencies use the technology.
Regardless of the setting, XR developers and platform operators must comply with relevant privacy laws and regulations, such as the General Data Protection Regulation (GDPR) in the European Union, or the California Consumer Privacy Act (CCPA) in the United States. This includes providing users with rights to access, rectify, and delete their personal data, as well as implementing mechanisms for data portability and transparency. +
<span lang="EN-GB">Identify the main individual or organisational stakeholders (Stewards of Trust) involved in the practical application of the recommendation. These stakeholders might include those who are affected by the main issue and those who can substantially contribute to the proposed solutions. Divide between game changers (or systematic innovators) and beneficiaries under the premise that roles can constantly change. In this framework, consider also the potential collaboration between various stakeholders (ecosystematic view).</span>
<span lang="EN-GB">· Who can benefit, can be affected negatively by or can impact the scenario related to the selected recommendation?</span>
<span lang="EN-GB">· Who is involved in the practical application of the recommendation within and beyond your organisation?</span>
<span lang="EN-GB">· How do you ensure that different voices, values and interests are engaged in the innovation/problem-solving process, including hard-to-reach or marginalised stakeholders?</span> +
This final exercise helps you reflect on the role of engineers in promoting sustainability. Read each statement carefully and select True (T) or False (F). Consider environmental, social, and ethical impacts as well as the transversal skills—Perspective Taking, Systems Thinking, and Negotiation—you explored in previous activities. This activity reinforces your understanding of sustainable decision-making in engineering. +
Test your knowledge on greening labs. +
<span lang="EN-US">In this pilot, [https://schema-lab.hypatia-comp.athenarc.gr/ SCHEMA] was developed as an open-source framework, comprising SCHEMA api for programmatic execution and SCHEMA lab for a user-friendly web interface to support reproducible computational research through containerized execution, metadata capturing and experiment management. It provides a scalable environment that enables researchers to design and run reproducible computational workflows and experiments.</span> +
In this lecture, Rosemarie Bernabe addresses the ethical challenges associated with implementing Open Science in practice. The lecture provides an overview through various examples of ethical and integrity issues encountered in Open Science practice. These include the risk of spreading misinformation, the emergence of new biases related to alternative metrics, among other concerns.
'''Watch the lecture and then answer the questions.'''
'''Further reading:'''
ROSiE General Guidelines on Responsible Open Science. https://doi.org/10.5281/zenodo.10046520
UNESCO (2023). Open science outlook 1: status and trends around the world. https://doi.org/10.54677/GIIC6829
Kingsley, D. (2025, March 30). Show your working: How the ‘open science’ movement tackles scientific misconduct. The Conversation. http://theconversation.com/show-your-working-how-the-open-science-movement-tackles-scientific-misconduct-249020
Düwell, M. (2019). Open science and ethics. Ethical Theory and Moral Practice, 22(5), 1051-1053. https://doi.org/10.1007/s10677-019-10053-3
Lindemann, T., & Häberlein, L. (2023). Contours of a research ethics and integrity perspective on open science. Frontiers in Research Metrics and Analytics, 8, 1052353. https://doi.org/10.3389/frma.2023.1052353
Laine, H. (2018). Open science and codes of conduct on research integrity. Informaatiotutkimus, 37(4). https://doi.org/10.23978/inf.77414 +
<span lang="EN-US">The primer initiative from the United Kingdom Reproducibility Network was designed introduce a broad audience to important topics and aspects of open and reproducible scholarship. Each primer is a 3-to-4-page summary document which describes the open or reproducible research practice, why one might be interested in it, and how they can be applied or adopted with thorough guidance.</span>
More information on the Primers Initative can be found here: <u>[https://www.ukrn.org/primers/ <span lang="EN-US">https://www.ukrn.org/primers/</span>]</u> . +
Introduction to the evaluation of the effectiveness of Research Ethics and Integrity (REI) training +
REI training effectiveness should be approached as a system. While measuring reactions and knowledge (or learning process) is quite simple, it is also important to measure common practices and the environment (impact on the institutions). Training outcomes are influenced by many factors, not least the match between perceived needs and what the training offers, that is, the alignment between needs, intended learning outcomes, training objectives, and training implementation.
To get a holistic picture (i.e. to triangulate measurement) of the effectiveness of training it is recommended to combine different measurement tools, use them at various measurement points and align them with a common taxonomy. It is important to consider what to do with the results – what kind of changes are necessary to improve teaching and/or the environment to build a culture of integrity? +
Doing research with communities affected by climate change: Climate-conscious methodologies matrix (for students and citizen scientists) +
The climate conscious methodology matrix helps researchers, students, and citizen scientists make ethical and responsible decisions in research. It is especially useful when working with climate-related impacts (such as floods, heatwaves, or droughts), with vulnerable or affected communities.
The tool encourages you to '''ask good questions''' throughout all stages of your research (from the early design to communication of results) and helps you adapt your methods while keeping fairness, safety, and community needs at the centre.
In a changing climate, traditional research methods may not work or may cause harm. Communities may be under stress. Researchers may face risks. By using the matrix, you can:
*'''Stay flexible''', but still do high-quality research
*'''Respect local people and ecosystems'''
*'''Build trust''' through careful planning and honest communication
*'''Support climate justice''' by including affected voices in all stages of research.
In the following steps, five card deks are presented each of them addresses a different methodological component:
* Assessment and measurement strategies
* Data evaluation and interpretation
* Ethical issues and scientific integrity
* Communication of research findings
Have a look at how to use the cards by clicking on the link below. +
Taxonomies are usually implemented in learning situations. But in some contexts, we may need to evaluate ethical awareness/sensitivity outside the learning context, for example when analysing comments that people have added as open answers to vignettes in retention checks or REI surveys.
We needed to modify the instrument for measuring ethical sensitivity in a non-training context (see Table 2). The instrument can be used in deductive content analysis.
Table 2. Ethical Awareness and Sensitivity Meter (Tammeleht et al., forthcoming).
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By ethical awareness we mean recognition of ethical aspects, interpreting a situation. In the ethical sensitivity we include awareness, conscious scrutiny of an ethical topic, and recognising intricacies of the issues/participants. +
Theories of normative ethics can be used to analyse participants’ responses to a variety of learning tasks such as analyses of cases or essays, in which participants describe their own approaches to an ethical question or their thinking about ethical matters. If familiarity of ethical approaches or ethical theories are part of the course objectives or intended learning outcomes of the training, an analysis of how the learner has addressed these is very suitable.
For example, the analysis of authentic responses to learning tasks can involve the identification if deontology, virtue, utilitarian ethics, or other approaches, as relevant. The Virt2ue project materials on the Embassy of Good Science [[Instruction:17705907-d9b2-4f33-bc4f-088d84b4d971|Preparatory Viewing: Introduction to Concepts & Themes (embassy.science)]] provides helpful guidance (e.g. a video) into understanding common ethics theories.
The analysis takes a bit of time but may yield interesting information about how learners have understood the concepts. The analysis can focus on the presence of the theoretical concepts in a text, the depth at which the learner uses the theoretical knowledge, or the levels of understanding that the learner displays regarding pertinent ethical theories or approaches. The depth of thinking, which the learner displays, can be analysed with a scheme of levels of reflection or the SOLO taxonomy / ECAG Grid.
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Figure 3. Example from a case study analysis done by 7 people displaying ethical approaches (visual from MaxQDA programme).
Figure 3 displays ethical approaches displayed in the case analysis and the level of understanding (SOLO taxonomy): the most prevalent in this group is the rule-based approach, but consequentialism is also quite common. SOLO levels indicate that the level of understanding was mostly on the relational and extended abstract level. +
Focusing and attention are important in obtaining new skills and competencies, the same applies to ethics and integrity. Monitoring physiological markers in the context of ethics training has not been researched much. In the context of education there are examples of studying engagement and heart-rate, but eye-tracking is novel.
Eye-tracking/gaze-tracking may have the potential of revealing new insights about how learners process information for moral judgment in learning situations. Gaze-tracking collects a very large number of data points and thus allows within-person comparisons through focusing on events that are similar and frequent. This enables the analysis of how an individual (re)acts across these situations (Kirkpatrick’s level 2). The data can be viewed for example through heat maps.
To facilitate the analysis, visual markers (QR codes) can be used to locate and synchronise the data. The latest SeeTrue eye tracking device model we have used has a software component to recognize code markers. The gaze tracking device will recognize markers as they appear depending on where the person wearing the device is looking at. Thus, with an additional software component developed by researchers at the University of Helsinki, it has been possible to consolidate the gaze points coordinates of various markers into a unified pair of coordinates, allowing tracking the gaze of the person wearing the device on an idealized static version of the scene which contains the areas of interest, in our case posters on ethical principles and ethics theories (Figure 13a).
Eye-tracking data are analysed statistically and displayed often in density plots or heat-maps (Figure 13b). With these plots we can see what the salient areas of interest observed by a subject during a given time interval in the discussion taking place during an episode happen to be. A sensible temporal analysis of the gaze patterns and scan paths is also possible once this representation is available. An initial analysis suggests that the participant whose gaze is visualized in Figure 13b has focused especially on the ethical principle of beneficence and virtue ethics theory. This information can then be considered in light of the case that the participants were discussing, as well as under prior and subsequent arguments presented by the participant. If understanding ethical principles and ethics theory is an intended learning outcome of the training, then, the way in which learners apply the theories and principles can indicate how effectively the training conveys its content. It is noteworthy that the information in the poster boards should correspond with content related to the intended learning outcomes of the training for this method to be used in assessing training effectiveness.
The analysis is time-consuming and would not be used for large-scale measurement of learning. Specific equipment and software are necessary for collecting and analysing the information. If the facilitator has access to these tools, this measurement gives interesting insights about the learning process. Ethical considerations must be considered: while the equipment is easy to remove, it nevertheless attaches to the body (Hannula et al., 2022).
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Figure 13. a) to the left code recognition (with fisheye distortion correction using our own software) and b) to the right density plot (heat map) of the gaze point locations during a short interval.
The tool may be most suitable for students and early-career researchers as the target group of training and in case of small groups.
Please match the key terms related to the Crisis Tree with their descriptions +
<span lang="en-DE">After exploring the image, consider the following guided reflection prompts</span> +
In the previous sessions, we learnt that plastics are not treated the same way. Some can be '''recycled''' and re‑entered into the production cycle, while others can be '''replaced''' with sustainable alternatives. Understanding this distinction is a main step toward reducing waste and making smarter plastics choices in the lab and beyond.
'''Here, you will explore which plastics can be recycled and/or replaced and available alternatives when replacement is the more responsible option.''' +
<span lang="EN-US">Choose the cases you would like to play. The groups can play either the same cases (cases can then be projected on slides) or different ones (cases can be projected by expanding the window below or printed handouts).</span><span lang="EN-US">The cases for handouts can also be found [https://zenodo.org/records/17733497 here].</span>
*Prepare the cases to be shared with the players (print them, put them on slides or other visuals to be used in the activity).
*<span lang="EN-US">Decide whether to hold joint discussions about particular cases across groups or have each group discuss separately.</span>
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