Currently browsing: Items authored or edited by Christothea Herodotou https://orcid.org/0000-0003-0980-1632

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Aristeidou, Maria; Herodotou, Christothea; Ballard, Heidi L.; Higgins, Lila; Johnson, Rebecca F.; Miller, Annie E.; Young, Alison N. and Robinson, Lucy D. (2021). How Do Young Community and Citizen Science Volunteers Support Scientific Research on Biodiversity? The Case of iNaturalist. Diversity, 13(7), article no. 318.

Aristeidou, Maria; Herodotou, Christothea; Ballard, Heidi L.; Young, Alison N.; Miller, Annie E.; Higgins, Lila and Johnson, Rebecca F. (2021). Exploring the participation of young citizen scientists in scientific research: The case of iNaturalist. PLoS ONE, 16(1), article no. e0245682.

Aristeidou, Maria and Herodotou, Christothea (2020). Online Citizen Science: A Systematic Review of Effects on Learning and Scientific Literacy. Citizen Science: Theory and Practice, 5(1) pp. 1–12.

Aristeidou, Maria and Herodotou, Christothea (2018). Tomorrow’s World nQuire: young people’s requirements for engaging with inquiry-led, civic engagement technologies. In: Proceedings of 17th World Conference on Mobile and Contextual Learning (mLearn 2018) (Parsons, D; Power, R; Palalas, A; Hambrock, H and MacCallum, K eds.), LearnTechLib, pp. 51–53.

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Boroowa, A. and Herodotou, C. (2022). Learning Analytics in Open and Distance Higher Education: The Case of the Open University UK. In: Prinsloo, P.; Slade, S. and Khalil, M. eds. Learning Analytics in Open and Distributed Learning. SpringerBriefs in Education. Singapore: Springer, pp. 46–62.

Benavides Lahnstein, A.; Ballard, H.; Ghadiri Khanaposhtani, M.; Lorke, J.; Herodotou, Christothea; Miller, A.; Pratt-Taweh, S.; Jennewein, J.; Aristeidou, Maria and Ismail, Nashwa (2022). Youth environmental science learning and agency: A unifying lens across community and citizen science settings. In: NARST International Conference, 27-30 Mar 2022, Vancouver, BC (online).

Bruckermann, T; Lorke, J; Rafolt, S; Scheuch, M; Aristeidou, Maria; Ballard, H; Bardy-Durchhalter, M; Carli, E; Herodotou, Christothea; Kelemen-Finan, J; Robinson, L; Swanson, R; Winter, S and Kapelari, S (2020). Learning Opportunities and Outcomes in Citizen Science: A Heuristic Model for Design and Evaluation. In: Electronic Proceedings of the ESERA 2019 Conference. The Beauty and Pleasure of Understanding: Engaging With Contemporary Challenges Through Science Education (Levrini, O and Tasquier, G eds.), University of Bologna, pp. 889–898.

Ballard, Heidi; Herodotou, Christothea; Lorke, Julia; Aristeidou, Maria; Robinson, Lucy; Johnson, Rebecca; Young, Alison; Higgins, Lila; Jennewein, Jessie; Miller, Annie; Pratt-Taweh, Sasha; Sanghera, Harpreet; Miller, Grant and Pauly, Greg (2019). Characterizing Youth Participation in Natural History Museum-led Citizen Science: Online and in the Field. In: Citizen Science Association, 13-17 Mar 2019, Raleigh, North Carolina.

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Clow, Doug; Coughlan, Tim; Cross, Simon; Edwards, Chris; Gaved, Mark; Herodotou, Christothea; Nguyen, Quan; Rienties, Bart; Thorne, Sam and Ullmann, Thomas (2019). Scholarly insight Winter 2019: a Data wrangler perspective. Open University, Milton Keynes.

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Ferguson, Rebecca; Coughlan, Tim; Egelandsdal, Kjetil; Gaved, Mark; Herodotou, Christothea; Hillaire, Garron; Jones, Derek; Jowers, Iestyn; Kukulska-Hulme, Agnes; McAndrew, Patrick; Misiejuk, Kamila; Ness, Ingun Johanna; Rienties, Bart; Scanlon, Eileen; Sharples, Mike; Wasson, Barbara; Weller, Martin and Whitelock, Denise (2019). Innovating Pedagogy 2019: Open University Innovation Report 7. The Open University, Milton Keynes.

Ferguson, Rebecca; Herodotou, Christothea; Coughlan, Tim; Scanlon, Eileen and Sharples, Mike (2018). MOOC development: priority areas. In: Luckin, Rosemary ed. Enhancing Learning and Teaching with Technology: What the Research Says. London: UCL IOE Press.

FitzGerald, Elizabeth; Kucirkova, Natalia; Jones, Ann; Cross, Simon; Ferguson, Rebecca; Herodotou, Christothea; Hillaire, Garron and Scanlon, Eileen (2018). Dimensions of personalisation in technology-enhanced learning: a framework and implications for design. British Journal of Educational Technology, 49(1) pp. 165–181.

Ferguson, Rebecca; Barzilai, Sarit; Ben-Zvi, Dani; Chinn, Clark A; Herodotou, Christothea; Hod, Yotam; Kali, Yael; Kukulska-Hulme, Agnes; Kupermintz, Haggai; McAndrew, Patrick; Rienties, Bart; Sagy, Ornit; Scanlon, Eileen; Sharples, Mike; Weller, Martin and Whitelock, Denise (2017). Innovating Pedagogy 2017: Exploring new forms of teaching, learning and assessment, to guide educators and policy makers. Open University Innovation Report 6. The Open University, Milton Keynes, UK.

Ferguson, Rebecca; Coughlan, Tim; Herodotou, Christothea and Scanlon, Eileen (2017). MOOCs: What the research of FutureLearn’s UK partners tells us. Institute of Educational Technology, The Open University, Milton Keynes.

Ferguson, Rebecca; Coughlan, Tim and Herodotou, Christothea (2016). MOOCS: What The Open University research tells us. Institute of Educational Technology, The Open University, Milton Keynes.

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Gilmour, Alison; MacLeod, Lucy; Naydenova, Galina; Boroowa, Avinash; Ward, Rebecca and Herodotou, Christothea (2017). Predictive modelling and student retention: A collaborative enhancement project. In: 3rd International Enhancement in Higher Education Conference, 6-8 Jun 2017, Glasgow, UK.

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Herodotou, Christothea; Maguire, Claire; Hlosta, Martin and Mulholland, Paul (2023). Predictive Learning Analytics and University Teachers: Usage and perceptions three years post implementation. In: LAK2023: LAK23: 13th International Learning Analytics and Knowledge Conference, pp. 68–78.

Herodotou, Christothea; Ismail, Nashwa; Aristeidou, Maria; Miller, Grant; I.Benavides Lahnstein, Ana; Ghadiri Khanaposhtani, Maryam; D.Robinson, Lucy and L. Ballard, Heidi (2022). Online Community and Citizen Science supports environmental science learning by young people. Computers and Education, 184, article no. 104515.

Hall, Johanna; Herodotou, Christothea and Iacovides, Ioanna (2022). Measuring player creativity in digital entertainment games using the Creativity in Gaming Scale. In: Rienties, Bart; Hampel, Regine; Scanlon, Eileen and Whitelock, Denise eds. Open World Learning: Research, Innovation and the Challenges of High-Quality Education. London: Rutledge, pp. 158–170.

Herodotou, Christothea; Mangafa, Chrysoula and Srisontisuk, Pinsuda (2022). An Experimental Investigation of ‘Drill-and-Practice’
Mobile Apps and Young Children. International journal of interactive mobile technologies, 16(7)

Herodotou, Christothea; Twiner, Alison; Scanlon, Eileen; McLeod, Kevin and Seale, Jane (2022). From participants to creators: Considerations for community-led citizen science. In: Proceedings of the 16th International Conference of the Learning Sciences - ICLS 2022 (Chinn, C.; Tan, E.; Chan, C. and Kali, Y. eds.), International Society of the Learning Sciences, Hiroshima, Japan, pp. 11–18.

Herodotou, Christothea; Aristeidou, Maria; Scanlon, Eileen and Kelley, Simon (2022). Virtual Microscopes and online learning: Exploring the perceptions of 12 teachers about pedagogy. Open Learning: The Journal of Open, Distance and e-learning (Early access).

Hlosta, Martin; Herodotou, Christothea; Papathoma, Tina; Gillespie, Anna and Bergamin, Per (2022). Predictive learning analytics in online education: A deeper understanding through explaining algorithmic errors. Computers and Education: Artificial Intelligence, 3, article no. 100108.

Herodotou, Christothea; Maguire, Claire; McDowell, Nicola D.; Hlosta, Martin and Boroowa, Avinash (2021). The engagement of university teachers with predictive learning analytics. Computers & Education, 173, article no. 104285.

Herodotou, Christothea (2021). MAD Learn: An Evidence-based Affordance Framework to Assessing Learning Apps. In: Proceedings of 2021 7th International Conference of the Immersive Learning Research Network, iLRN 2021, Immersive Learning Research Network, article no. 9459325.

Herodotou, Christothea; Ismail, Nashwa; Aristeidou, Maria; Miller, Grant; Robinson, Lucy and Ballard, Heidi (2021). Making citizen science accessible and productive for young volunteers: Lessons learnt from a 3-year study of Zooniverse. In: Citizen Science Association Conference, May 2021, Virtual.

Herodotou, Christothea; Scanlon, Eileen and Sharples, Mike (2021). Methods of Promoting Learning and Data Quality in Citizen and Community Science. Frontiers in Climate, 3, article no. 614567.

Hall, Johanna; Stickler, Ursula; Herodotou, Christothea and Iacovides, Ioanna (2021). Using Reflexive Photography to Investigate Design Affordances for Creativity in Digital Entertainment Games. International Journal of Human-Computer Interaction, 37(9) pp. 867–883.

Hlosta, Martin; Herodotou, Christothea; Fernandez, Miriam and Bayer, Vaclav (2021). Impact of Predictive Learning Analytics on Course Awarding Gap of Disadvantaged students in STEM. In: Artificial Intelligence in Education: 22nd International Conference, AIED 2021, Utrecht, the Netherlands, June 14-18, 2021, Proceedings, Part II (Roll, Ido; McNamara, Danielle; Sosnovsky, Sergey; Luckin, Rose and Dimitrova, Vania eds.), Lecture Notes in Artificial Intelligence, Springer, Cham, pp. 190–195.

Herodotou, Christothea; Fox, Kate and Scanlon, Eileen (2021). Evaluation of the new version of the Virtual Microscope (VM) with OU student [eSTEeM funded project]. The Open University.

Hall, Johanna; Stickler, Ursula; Herodotou, Christothea and Iacovides, Ioanna (2020). Player conceptualizations of creativity in digital entertainment games. Convergence: The International Journal of Research into New Media Technologies, 26(5-6) pp. 1226–1247.

Herodotou, Christothea and Gillespie, Anna (2020). Explore: Marking and Feedback (Phase 1) (Final report). Open University.

Herodotou, Christothea; Papathoma, Tina; Aristeidou, Maria; Miller, Grant; Ghadiri, Maryam; Lorke, Julia and Ballard, Heidi (2020). What do young volunteers learn from participation in online crowdsourced citizen science? Environmental science learning through Zooniverse. In: ECSA conference 2020, 7-10 Sep 2020, Trieste, Italy.

Hall, Johanna; Stickler, Ursula; Herodotou, Christothea and Iacovides, Ioanna (2020). Expressivity of Creativity and Creative Design Considerations in Digital Games. Computers in Human Behavior, 105, article no. 106206.

Herodotou, Christothea; Rienties, Bart; Hlosta, Martin; Boroowa, Avinash; Mangafa, Chrysoula and Zdrahal, Zdenek (2020). The scalable implementation of predictive learning analytics at a distance learning university: Insights from a longitudinal case study. Internet and Higher Education, 45, article no. 100725.

Herodotou, Christothea; Aristeidou, Maria; Miller, Grant; Ballard, Heidi and Robinson, Lucy (2020). What Do We Know about Young Volunteers? An Exploratory Study of Participation in Zooniverse. Citizen Science: Theory and Practice, 5(1) pp. 1–14.

Herodotou, Christothea; Muirhead, Dave K.; Aristeidou, Maria; Hole, Malcolm J.; Kelley, Simon; Scanlon, Eileen and Duffy, Marcus (2020). Blended and online learning: A comparative study of virtual microscopy in Higher Education. Interactive Learning Environments, 28(6) pp. 713–728.

Hlosta, Martin; Zdrahal, Zdenek; Bayer, Vaclav and Herodotou, Christothea (2020). Why Predictions of At-Risk Students Are Not 100% Accurate? Showing Patterns in False Positive and False Negative Predictions. In: Proceedings of the 10th International Conference on Learning Analytics and Knowledge (LAK20), 23-27 Mar 2020, Frankfurt am Main, Germany.

Herodotou, Christothea; Sharples, Mike and Scanlon, Eileen (2020). Can technology empower the public to think scientifically? The case of nQuire. In: International Conference of the Learning Sciences (ICLS 2020), 19-23 Jun 2020, Nashville, TN, USA.

Herodotou, Christothea; Papathoma, Tina; Davies, Gareth; Gaved, Mark and Scanlon, Eileen (2020). Interdisciplinary research in technology-enhanced learning: Strategies for effective working. In: International Conference of the Learning Sciences (ICLS 2020), 19-23 Jun 2020, Nashville, TN, USA.

Herodotou, Christothea; Boroowa, Avinash; Hlosta, Martin and Rienties, Bart (2020). What do distance learning students seek from student analytics? In: International Conference on Learning Sciences, 19-23 Jun 2020, Nashville, TN, USA.

Hlosta, Martin; Papathoma, Tina and Herodotou, Christothea (2020). Explaining Errors in Predictions of At-Risk Students in Distance Learning Education. In: Artificial Intelligence in Education, Lecture Notes in Computer Science (LNCS), Springer, pp. 119–123.

Herodotou, Christothea; Naydenova, Galina; Boroowa, Avinash; Gilmour, Alison and Rienties, Bart (2020). How Can Predictive Learning Analytics and Motivational Interventions Increase Student Retention and Enhance Administrative Support in Distance Education? Journal of Learning Analytics, 7(2) pp. 72–83.

Herodotou, Christothea; Hlosta, Martin; Boroowa, Avinash; Rienties, Bart; Zdrahal, Zdenek and Mangafa, Chrysoula (2019). Empowering online teachers through predictive learning analytics. British Journal of Educational Technology, 50(6) pp. 3064–3079.

Herodotou, Christothea; Sharples, Mike; Gaved, Mark; Kukulska-Hulme, Agnes; Rienties, Bart; Scanlon, Eileen and Whitelock, Denise (2019). Innovative Pedagogies of the Future: An Evidence-Based Selection. Frontiers in Education, 4, article no. 113.

Herodotou, Christothea; Rienties, Bart; Boroowa, Avinash; Zdrahal, Zdenek and Hlosta, Martin (2019). A large-scale implementation of Predictive Learning Analytics in Higher Education: the teachers' role and perspective. Educational Technology Research and Development, 67(5) pp. 1273–1306.

Herodotou, Christothea; Rienties, Bart; Verdin, Barry and Boroowa, Avinash (2019). Predictive learning analytics ‘at scale’: Guidelines to successful implementation in Higher Education based on the case of the Open University UK. Journal of Learning Analytics, 6(1) pp. 85–95.

Herodotou, Christothea; Scanlon, Eileen and Whitelock, Denise (2019). STEM Learning: Futures. In: Ferguson, Rebecca; Jones, Ann and Scanlon, Eileen eds. Educational Visions: Lessons from 40 years of innovation. London: Ubiquity Press, pp. 139–150.

Herodotou, Christothea (2018). Empowering citizens to participate in scientific endeavours: Tools and approaches from the Citizen Inquiry group. In: European Citizen Science Association (ECSA) Conference, 3-5 Jun 2018, Geneva, Switzerland.

Herodotou, Christothea; Aristeidou, Maria; Sharples, Mike and Scanlon, Eileen (2018). Designing citizen science tools for learning: lessons learnt from the iterative development of nQuire. Research and Practice in Technology Enhanced Learning, 13(4)

Herodotou, Christothea (2018). Young children learning with mobile devices: Research on design and implementation. In: AERA Annual Conference 2018, 13-17 Apr 2018, New York.

Herodotou, Christothea (2018). Citizen science and informal learning: A brief commentary. In: Luckin, Rosemary ed. Enhancing Learning and Teaching with Technology: What the Research Says. London: UCL Institute of Education Press.

Herodotou, Christothea (2018). Mobile games and science learning: A comparative study of 4 and 5 years old playing the game Angry Birds. British Journal of Educational Technology, 49(1) pp. 6–16.

Herodotou, Christothea (2018). Young children and tablets: A systematic review of effects on learning and development. Journal of Computer Assisted Learning, 34(1) pp. 1–9.

Herodotou, Christothea; Aristeidou, M.; Scanlon, E. and Kelley, S. (2018). Best Practice in Teaching with the Virtual Microscope: A Comparative Study of Blended and Online Learning. In: 7th eSTEeM Annual Conference, 25-26 Apr 2018, The Open University, Milton Keynes, UK.

Herodotou, Christothea; Sharples, Mike and Scanlon, Eileen (2017). Introducing citizen inquiry. In: Herodotou, Christothea; Sharples, Mike and Scanlon, Eileen eds. Citizen Inquiry: Synthesising Science and Inquiry Learning. Routledge.

Herodotou, Christothea (2017). Do children learn from playing Angry Birds? A comparative study of 4 and 5 years old. In: CALRG Annual Conference 2017, 14-16 Jun 2017, The Open University, Milton Keynes, UK.

Herodotou, Christothea; Gilmour, Alison; Boroowa, Avinash; Rienties, Bart; Zdrahal, Zdenek and Hlosta, Martin (2017). Predictive modelling for addressing students’ attrition in Higher Education: The case of OU Analyse. In: CALRG Annual Conference 2017, 14-16 Jun 2017, The Open University, Milton Keynes, UK.

Herodotou, Christothea; Rienties, Bart; Boroowa, Avinash; Zdrahal, Zdenek; Hlosta, Martin and Naydenova, Galina (2017). Implementing predictive learning analytics on a large scale: the teacher's perspective. In: Proceedings of the Seventh International Learning Analytics & Knowledge Conference, ACM, NY, pp. 267–271.

Herodotou, Christothea; Heiser, Sarah and Rienties, Bart (2017). Implementing Randomised Control Trials in Open and Distance Learning: A Feasibility Study. Open Learning: The Journal of Open, Distance and e-learning, 32(2) pp. 147–162.

Herodotou, Christothea; Aristeidou, Maria; Kelley, Simon and Scanlon, Eileen (2017). Students' engagement with practical science online: Pedagogical implications of the use of virtual microscope in distance learning. In: EARLI 2017, 29 Aug - 2 Sep 2017.

Herodotou, Christothea and Edwards, Chris (2017). Factors explaining students’ satisfaction and performance in Business and Law modules. The Open University.

Herodotou, Christothea (2016). Are mobile games good for preschoolers? Angry Birds and science learning in a group of 5-years old. In: Proceedings of E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education, Association for the Advancement of Computing in Education (AACE), Chesapeake, VA, pp. 679–687.

Herodotou, Christothea (2016). Touchscreen mobile games and science learning: Do preschoolers benefit from their use? In: BERA conference 2016, 13-15 Sep 2016, Leeds, UK.

Herodotou, Christothea; Heiser, Sarah and Rienties, Bart (2016). A randomised control study about the effects of different assessment registration encouragements. In: 8th Biennial conference of EARLI Sig 1: Assessment & Evaluation, 24-26 Aug 2016, Munich, Germany.

Herodotou, Christothea and Mystakidis, Stylianos (2015). Addressing the Retention Gap in MOOCs: Towards a Motivational Framework for MOOCs Instructional Design. In: 16th Biennial EARLI Conference for Research on Learning and Instruction, 25-29 Aug 2015, Limassol, Cyprus.

Herodotou, Christothea; Winters, Niall and Kambouri, Maria (2015). An Iterative, Multidisciplinary Approach to Studying Digital Play Motivation: The Model of Game Motivation. Games and Culture, 10(3) pp. 249–268.

Herodotou, Christothea; Kambouri, Maria and Winters, Niall (2015). What characteristics of the gamers' profile should be taken into account in player-centred game design? In: Workshop Proceedings of the 11th International Conference on Intelligent Environments, Ambient Intelligence and Smart Environments, IOS Press, pp. 289–297.

Herodotou, Christothea; Villasclaras Fernandez, Eloy and Sharples, Mike (2014). The design and evaluation of a sensor-based mobile application for citizen inquiry science investigations. In: Rensing, Christoph; de Freitas, Sara; Ley, Tobias and Muñoz-Merino, Pedro J. eds. Open Learning and Teaching in Educational Communities: 9th European Conference on Technology Enhanced Learning, EC-TEL 2014, Graz, Austria, September 16-19, 2014, Proceedings. Lecture Notes in Computer Science (8719). SpringerInternational Publishing, pp. 434–439.

Herodotou, C.; Kambouri, M. and Winters, N. (2014). Dispelling the myth of the socio-emotionally dissatisfied gamer. Computers in Human Behavior, 32 pp. 23–31.

Herodotou, Christothea; Villasclaras-Fernandez, Eloy and Sharples, Mike (2014). Scaffolding citizen inquiry science learning through the nQuire toolkit. In: EARLI SIG 20: Computer Supported Inquiry Learning, 18-20 Aug 2014, Malmö University, Sweden, p. 5.

Herodotou, Christothea; Winters, Niall and Kambouri, Maria (2012). A Motivationally Oriented Approach to Understanding Game Appropriation. International Journal of Human-Computer Interaction, 28(1) pp. 34–47.

Herodotou, Christothea; Kyza, Eleni A.; Nicolaidou, Iolie; Hadjichambis, Andreas; Kafouris, Dimitris and Terzian, Freda (2012). The development and validation of the GMOAS: an instrument measuring secondary students’ attitudes towards Genetically Modified Organisms. International Journal of Science Education, Part B: Communication and Public Engagement, 2(2) pp. 131–147.

Herodotou, Christothea; Kambouri, Maria and Winters, Niall (2011). The role of trait emotional intelligence in gamers' preferences for play and frequency of gaming. Computers in Human Behavior, 27(5) pp. 1815–1819.

Herodotou, Christothea (2009). Game Appropriation: Where does the gamer fit? PhD thesis UCL Institute of Education.

Herodotou, Christothea How can touchscreen mobile game applications support inclusion and participation in science learning of preschoolers from disadvantaged backgrounds?

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Iniesto, Francisco; Sargent, Julia; Rienties, Bart; Llorens, Ariadna; Adam, Araceli; Herodotou, Christothea; Ferguson, Rebecca and Muccini, Henry (2021). When industry meets Education 4.0: What do Computer Science companies need from Higher Education? In: TEEM'21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality, International Conference Proceeding Series (ICPS), Association for Computing Machinery, New York, USA, pp. 367–372.

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Kukulska-Hulme, Agnes; Bossu, Carina; Charitonos, Koula; Coughlan, Tim; Ferguson, Rebecca; FitzGerald, Elizabeth; Gaved, Mark; Guitert, Montse; Herodotou, Christothea; Maina, Marcelo; Prieto-Blázquez, Josep; Rienties, Bart; Sangrà, Albert; Sargent, Julia; Scanlon, Eileen and Whitelock, Denise (2022). Innovating Pedagogy 2022: Open University Innovation Report 10. The Open University, Milton Keynes.

Kaliisa, Rogers; Gillespie, Anna; Herodotou, Christothea; Kluge, Anders and Rienties, Bart (2021). Teachers’ Perspectives on the Promises, Needs and Challenges of Learning Analytics Dashboards: Insights from Institutions Offering Blended and Distance Learning. In: Sahin, Muhittin and Dirk, Ifenthaler eds. Visualizations and Dashboards for Learning Analytics. Advances in Analytics for Learning and Teaching. Cham: Springer, pp. 351–370.

Kukulska-Hulme, Agnes; Bossu, Carina; Coughlan, Tim; Ferguson, Rebecca; FitzGerald, Elizabeth; Gaved, Mark; Herodotou, Christothea; Rienties, Bart; Sargent, Julia; Scanlon, Eileen; Tang, Jinlan; Wang, Qi; Whitelock, Denise and Zhang, Shuai (2021). Innovating Pedagogy 2021: Open University Innovation Report 9. The Open University, Milton Keynes.

Kukulska-Hulme, Agnes; Beirne, Elaine; Conole, Gráinne; Costello, Eamon; Coughlan, Tim; Ferguson, Rebecca; FitzGerald, Elizabeth; Gaved, Mark; Herodotou, Christothea; Holmes, Wayne; Mac Lochlainn, Conchur; Nic Giolla Mhichíl, Mairéad; Rienties, Bart; Sargent, Julia; Scanlon, Eileen; Sharples, Mike and Whitelock, Denise (2020). Innovating Pedagogy 2020: Open University Innovation Report 8. The Open University, Milton Keynes.

Kyza, Eleni A.; Herodotou, Christothea; Nicolaidou, Iolie; Redfors, Andreas; Hansson, Lena; Schanze, Sascha; Saballus, Ulf; Papadouris, Nicos and Michael, Georgia (2014). Adapting web-based inquiry learning environments from one country to another: the CoReflect experience. In: Bruguière, Catherine; Tiberghien, Andrée and Clément, Pierre eds. Topics and Trends in Current Science Education. Contributions from Science Education Research, 6 (1). Dordrecht: Springer Netherlands, pp. 567–582.

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Lorke, Julia; Ballard, Heidi L.; Aristeidou, Maria; Herodotou, Christothea; Ghadiri, Maryam; Swanson, Rebecca D. and Robinson, Lucy D. (2019). “Don’t step on the volcanoes!” – Developing Environmental Science Agency through participation in Museum-Led Citizen Science Projects. In: The beauty and pleasure of understanding: engaging with contemporary challenges through science education (Proceeding of ESERA 2019), 26-30 Aug 2019, Bologna, Italy.

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Muirhead, David K.; Herodotou, Christothea; Aristeidou, Maria; Hole, M. J.; Kelley, Simon; Scanlon, Eileen and Duffy, M. (2017). A Comparative Study of Blended and Online Learning using the Virtual Microscope for Earth Sciences. In: Horizons in STEM Higher Education Conference: Making Connections and Sharing Pedagogy, 39 Jun - 30 June 2017, Heriot-Watt University, UK.

Mystakidis, Stylianos and Herodotou, Christothea (2016). OpenQuest: Designing a Motivational Framework for MOOCs Instruction. In: MOOCs in Europe, European Commission, Maastricht, pp. 141–145.

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Neumann, Michelle and Herodotou, Christothea (2020). Evaluating YouTube videos for young children. Education and Information Technologies, 25(5) pp. 4459–4475.

Neumann, Michelle M. and Herodotou, Christothea (2020). Young Children and YouTube: A global phenomenon. Childhood Education, 96(4) pp. 72–77.

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Poslad, Stefan; Irum, Tayyaba; Charlton, Patricia; Mumtaz, Rafia; Azam, Muhammad; Zaidi, Hassan; Herodotou, Christothea; Yu, Guangxia and Toosy, Fesal (2022). How IoT-Driven Citizen Science Coupled with Data Satisficing Can Promote Deep Citizen Science. Sensors, 22(9), article no. 3196.

Pratt-Taweh, S.; Jennewein, J.N.; Miller, A.E.; Robinson, L.D.; Burton, V; Ballard, H.L.; Ghadiri Khanaposhtani, M.; Lorke, J.; Wardlaw, J; Higgins, L.M.; Young, A.N.; Johnson, R.F.; Herodotou, Christothea; Aristeidou, Maria; Miller, G.; Sanghera, H.; Benavides-Lahnstein, A.I. and Ismail, N. (2020). Perspectives on a researcher-practitioner partnership: Our role as practitioner researchers studying youth learning through participation in NHM-led citizen science. In: European Citizen Science Association, 9-11 Sep 2020, Trieste, Italy.

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Rets, Irina; Herodotou, Christothea and Gillespie, Anna (2023). Six Practical Recommendations Enabling Ethical Use of Predictive Learning Analytics in Distance Education. Journal of Learning Analytics (Early Access).

Rienties, Bart and Herodotou, Christothea (2022). Making sense of learning data at scale. In: Sharpe, Rhona; Bennett, Sue and Varga-Atkins, Tünde eds. Handbook for Digital Higher Education. Cheltenham: Edward Elgar Publishing, pp. 260–270.

Robinson, L.D.; Miller, A.E.; Burton, V.J.; Herodotou, Christothea; Higgins, L.; Miller, G.R.M.; Young, A.N.; Ghadiri Khanaposhtani, M.; Benavides Lahnstein,, A.I.; Sanghera, H.K.; Johnson, R.F.; Aristeidou, Maria; Ballard, H.L.; Jennewein, J.; Lorke, J.; Pratt-Taweh, S.; Wardlaw, J.; Ismail, Nashwa; Pauly, G.B.; Papathoma, Tina and Swanson, R.D. (2021). Enhancing youth learning through Community and Citizen Science: a guide for practitioners. Natural History Museum, London.

Rets, Irina; Herodotou, Christothea; Bayer, Vaclav; Hlosta, Martin and Rienties, Bart (2021). Exploring critical factors of the perceived usefulness of a learning analytics dashboard for distance university students. International Journal of Educational Technology in Higher Education, 18(1), article no. 46.

Rienties, Bart; Balaban, Igor; Ferguson, Rebecca; Herodotou, Christothea; Iniesto, Francisco; Muccini, Henry; Sargent, Julia and Virkus, Sirje (2021). Education 4.0 and Computer Science: A European perspective. In: Central European Conference on Information and Intelligent Systems (CECIIS), Oct 13-15, Varazdin, Croatia.

Rienties, Bart; Køhler Simonsen, Henrik and Herodotou, Christothea (2020). Defining the boundaries between Artificial Intelligence in Education, Computer-Supported Collaborative Learning, Educational Data Mining, and Learning Analytics: A Need for Coherence. Frontiers in Education, 5, article no. 128.

Rienties, Bart; Olney, Tom; Nichols, Mark and Herodotou, Christothea (2020). Effective usage of Learning Analytics: What do practitioners want and where should distance learning institutions be going? Open Learning: The Journal of Open, Distance and e-learning, 35(2) pp. 178–195.

Rienties, Bart; Herodotou, Christothea; Olney, Tom; Schencks, Mat and Boroowa, Avi (2018). Making sense of learning analytics dashboards: a technology acceptance perspective of 95 teachers. International Review of Research in Open and Distance Learning, 19(5) pp. 186–202.

Rienties, Bart; Clow, Doug; Coughlan, Tim; Cross, Simon; Edwards, Chris; Gaved, Mark; Herodotou, Christothea; Hlosta, Martin; Jones, Jan; Rogaten, Jekaterina and Ullmann, Thomas (2017). Scholarly insight Autumn 2017:a Data wrangler perspective. Open University UK.

Rienties, Bart; Rogaten, Jekaterina; Nguyen, Quan; Edwards, Chris; Gaved, Mark; Holt, Deborah; Herodotou, Christothea; Clow, Doug; Cross, Simon; Coughlan, Tim; Jones, Jan and Ullmann, Thomas (2017). Scholarly insight Spring 2017: A Data Wrangler Perspective. Open University UK.

Rienties, Bart; Edwards, Chris; Gaved, Mark; Marsh, Vicky; Herodotou, Christothea; Clow, Doug; Cross, Simon; Coughlan, Tim; Jones, Jan and Ullmann, Thomas (2016). Scholarly insight 2016: a Data wrangler perspective. Open University UK.

Rienties, Bart; Boroowa, Avinash; Cross, Simon; Farrington-Flint, Lee; Herodotou, Christothea; Prescott, Lynda; Mayles, Kevin; Olney, Tom; Toetenel, Lisette and Woodthorpe, John (2016). Reviewing three case-studies of learning analytics interventions at the open university UK. In: Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, ACM International Conference Proceeding Series, ACM, New York, pp. 534–535.

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Scanlon, Eileen and Herodotou, Christothea (2022). Advancing the Democratization of Research: Citizen Science. In: L@S '22: Proceedings of the Ninth ACM Conference on Learning @ Scale, Association for Computing Machinery, New York, pp. 280–283.

Scanlon, Eileen; Herodotou, Christothea; Sharples, Mike and McLeod, Kevin (2020). nQuire: citizens acting as scientists in massive open online learning. In: L@S '20: Proceedings of the Seventh ACM Conference on Learning @ Scale, 12-14 Aug 2020, Virtual event, USA, ACM, pp. 257–260.

Sharples, Mike; Aristeidou, Maria; Herodotou, Christothea; McLeod, Kevin and Scanlon, Eileen (2019). Inquiry learning at scale: pedagogy-informed design of a platform for citizen inquiry. In: Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale - L@S '19, ACM Press, New York, NY, USA, article no. 29.

Scanlon, Eileen; Herodotou, Christothea; Whitelock, Denise and Edwards, Chris (2019). STEM Learning: Foundations. In: Ferguson, Rebecca; Jones, Ann and Scanlon, Eileen eds. Educational Visions: Lessons from 40 years of innovation. London: Ubiquity Press, pp. 127–138.

Scanlon, Eileen and Herodotou, Christothea (2018). CALRG Vision: Learners engage enthusiastically with science learning. In: CALRG: 40 Years Celebration, 10 Oct 2018, The Open University, Milton Keynes, UK.

Sharples, Mike; Aristeidou, Maria; Villasclaras-Fernández, Eloy; Herodotou, Christothea and Scanlon, Eileen (2017). The Sense-it App: A Smartphone Toolkit for Citizen Inquiry Learning. International Journal of Mobile and Blended Learning, 9(2) pp. 16–38.

Sharples, Mike; de Roock, Roberto; Ferguson, Rebecca; Gaved, Mark; Herodotou, Christothea; Koh, Elizabeth; Kukulska-Hulme, Agnes; Looi, Chee-Kit; McAndrew, Patrick; Rienties, Bart; Weller, Martin and Wong, Lung Hsiang (2016). Innovating Pedagogy 2016: Open University Innovation Report 5. The Open University.

Sharples, Mike; Aristeidou, Maria; Villasclaras-Fernández, Eloy; Herodotou, Christothea and Scanlon, Eileen (2015). Sense-it: A Smartphone Toolkit for Citizen Inquiry Learning. In: The Mobile Learning Voyage – From Small Ripples to Massive Open Waters (Brown, Tom H. and van der Merwe, Herman J. eds.), Communications in Computer and Information Science, pp. 366–377.

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Toosy, Fesal; Raza, Farah Naz; Zafar, Maria; Zaheer, Ayesha and Herodotou, Christothea (2022). On Gender Disparity in Engineering Academia. In: 2022 IEEE Frontiers in Education Conference (FIE), IEEE.

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Ullmann, Thomas; Lay, Stephanie; Cross, Simon; Edwards, Chris; Gaved, Mark; Jones, Edwina; Hidalgo, Rafael; Evans, Gerald; Lowe, Sue; Calder, Kathleen; Clow, Doug; Coughlan, Tim; Herodotou, Christothea; Mangafa, Chrysoula and Rienties, Bart (2018). Scholarly insight Spring 2018: a Data wrangler perspective. Open University UK, Milton Keynes.

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Whitelock, Denise; Herodotou, Christothea; Cross, Simon and Scanlon, Eileen (2021). [Editorial] Open voices on COVID-19: covid challenges and opportunities driving the research agenda. Open Learning: The Journal of Open, Distance and e-Learning, 36(3) pp. 201–211.

Wardlaw, J.; Ballard, H.; Robinson, L.; Johnson, R.; Young, A.; Higgins, L.; Herodotou, Christothea; Lorke, J.; Ghadiri Khanaposhtani, M.; Miller, G.; Pratt-Taweh, S.; Jennewein, J.; Aristeidou, Maria; Burton, V; Papathoma, T. and Miller, G. (2020). Partnering science education research and citizen science practice: lessons from using a design-based research approach in the informal learning setting of natural history museums. In: ECSA conference 2020, 7-10 Sep 2020, Trieste, Italy.

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