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These proceedings contain the papers of the 13th International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA 2016), October 28-30, 2016, which has been organized by the International Association for Development of the Information Society (IADIS), co-organized by the University of Mannheim, Germany, and endorsed by the Japanese Society for Information and Systems in Education (JSISE). The CELDA conference aims to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There have been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a fast pace and affecting academia and professional practice in many ways. These proceedings contain the following keynote lectures: (1) From Digital to Double Blended Learning (Jeroen J. G. van Merrienboer); and (2) Open Educational Resources: Educational Technology as a Driver for Educational Reform? (Michael Kerres). Full papers in these proceedings include: (1) A Service-Learning Project Using Crowdfunding Strategy: Students' Experience and Reflection (Jessnor Elmy Mat-jizat and Khalizul Khalid); (2) Towards a Theory-Based Design Framework for an Effective E-Learning Computer Programming Course (Ian S. McGowan); (3) An Ontology for Learning Services on the Shop Floor (Carsten Ullrich); (4) The Impact of Technology Integration upon Collegiate Pedagogy from the Lens of Multiple Disciplines (Joan Ann Swanson); (5) A Learning Support System Regarding Motion Trigger for Repetitive Motion Having an Operating Instrument (Hiroshi Toyooka, Kenji Matsuura, and Naka Gotoda); (6) Task-Based Assessment of Students' Computational Thinking Skills Developed through Visual Programming or Tangible Coding Environments (Takam Djambong and Viktor Freiman); (7) Framework for Intelligent Teaching and Training Systems--A Study of the Systems (Nikolaj Troels Graf von Malotky and Alke Martens); (8) Mobile Device Usage in Higher Education (Jan Delcker, Andrea Honal, and Dirk Ifenthaler); (9) Features Students Really Expect from Learning Analytics (Clara Schumacher and Dirk Ifenthaler); (10) Music Technology Competencies for Education: A Proposal for a Pedagogical Architecture for Distance Learning (Fátima Weber Rosas, Leticia Rocha Machado, and Patricia Alejandra Behar); (11) Increasing Students' Science Writing Skills through a PBL Simulation (Scott W. Brown, Kimberly A. Lawless, Christopher Rhoads, Sarah D. Newton, and Lisa Lynn); (12) The Effect of Choosing versus Receiving Feedback on College Students' Performance (Maria Cutumisu and Daniel L. Schwartz); (13) The Impact of Middle-School Students' Feedback Choices and Performance on Their Feedback Memory (Maria Cutumisu and Daniel L. Schwartz); (14) Numerical Acuity Enhancement in Kindergarten: How Much Does Material Presentation Form Mean? (Maria Lidia Mascia, Maria Chiara Fastame, Mirian Agus, Daniela Lucangeli, and Maria Pietronilla Penna); (15) A Video Game for Learning Brain Evolution: A Resource or a Strategy? (Luisa Fernanda Barbosa Gomez, Maria Cristina Bohorquez Sotelo, Naydu Shirley Roja Higuera, and Brigitte Julieth Rodriguez Mendoza); (16) Communication Vulnerability in the Digital Age: A Missed Concern in Constructivism (Fusa Katada); (17) Online Learners' Navigational Patterns Based on Data Mining in Terms of Learning Achievement (Sinan Keskin, Muhittin Sahin, Adem Ozgur, and Halil Yurdugul); (18) Amazed by Making: How Do Teachers Describe Their PBL Experience (Dalit Levy and Olga Dor); (19) Group Work and the Impact, If Any, of the Use of Google Applications for Education (Jannat Maqbool); (20) Fractangi: A Tangible Learning Environment for Learning about Fractions with an Interactive Number Line (Magda Mpiladeri, George Palaigeorgiou, and Charalampos Lemonidis); (21) Evaluation of Learning Unit Design with Use of Page Flip Information Analysis (Izumi Horikoshi, Masato Noguchi, and Yasuhisa Tamura); (22) Einstein's Riddle as a Tool for Profiling Students (Vildan Özeke and Gökhan Akçapinar); (23) Exploring Students' E-Learning Effectiveness through the Use of Line Chat Application (Tassaneenart Limsuthiwanpoom, Penjira Kanthawongs, Penjuree Kanthawongs, and Sasithorn Suwandee); (24) Factors Affecting Perceived Satisfaction with Facebook in Education (Penjuree Kanthawongs, Penjira Kanthawongs, and Chaisak Chitcharoen); (25) Interactive Video, Tablets and Self-Paced Learning in the Classroom: Preservice Teachers' Perceptions (Anthia Papadopoulou and George Palaigeorgiou); (26) Cognitive Design for Learning: Cognition and Emotion in the Design Process (Joachim Hasebrook); (27) Investigating the Potential of the Flipped Classroom Model in K-12 Mathematics Teaching and Learning (Maria Katsa, Stylianos Sergis, and Demetrios G. Sampson; (28) Learning Analytics to Understand Cultural Impacts on Technology Enhanced Learning (Jenna Mittelmeier, Dirk Tempelaar, Bart Rienties, and Quan Nguyen); (29) Widening and Deepening Questions in Web-Based Investigative Learning (Akihiro Kashihara and Naoto Akiyama); (30) Year 9 Student Voices Negotiating Digital Tools and Self-Regulated Learning Strategies in a Bilingual Managed Learning Environment (Ulla Freihofner, Simone Smala, and Chris Campbell); (31) Purposeful Exploratory Learning with Video Using Analysis Categories (Meg Colasante); (32) Building a Learning Experience: What Do Learners' Online Interaction Data Imply (Mehmet Kokoç and Arif Altun); (33) Rules for Adaptive Learning and Assistance on the Shop Floor (Carsten Ullrich); and (34) Participation and Achievement in Enterprise MOOCs for Professional Learning (Florian Schwerer and Marc Egloffstein). Short papers included in these proceedings include: (1) Connectivist Communication Networks (Ingolf Waßmann, Robin Nicolay, and Alke Martens); (2) Learning and Skills Development in a Virtual Class of Educommunications Based on Educational Proposals and Interactions (Maria Cristina Bohorquez Sotelo, Brigitte Julieth Rodriguez Mendoza, Sandra Milena Vega, Naydu Shirley Roja Higuera, and Luisa Fernanda Barbosa Gomez); (3) The Relationship among ICT Skills, Traditional Reading Skills and Online Reading Ability (I-Fang Liu and Hwa-Wei Ko); (4) Towards Concept Understanding Relying on Conceptualisation in Constructivist Learning (Farshad Badie); (5) E-Learning in Chemistry Education: Self-Regulated Learning in a Virtual Classroom (Rachel Rosanne Eidelman and Yael Shwartz); (6) Relationship of Mobile Learning Readiness to Teacher Proficiency in Classroom Technology Integration (Rhonda Christensen and Gerald Knezek); (7) Human Computer Interaction (HCI) and Internet Residency: Implications for Both Personal Life and Teaching/Learning (Linda Crearie); (8) A Portfolio for Optimal Collaboration of Human and Cyber Physical Production Systems in Problem-Solving (Fazel Ansari and Ulrich Seidenberg); (9) Innovative Collaborative Learning Strategies for Integrated Interactive E-Learning in the 21st Century (Barbara Son); (10) Educational Criteria for Evaluating Simple Class Diagrams Made by Novices for Conceptual Modeling (Mizue Kayama, Shinpei Ogata, David K. Asano, and Masami Hashimoto); (11) Digital Natives and Digital Divide: Analysing Perspective for Emerging Pedagogy (Uriel U. Onye and Yunfei Du); (12) E-Learning System Using Segmentation-Based MR Technique for Learning Circuit Construction (Atsushi Takemura); (13) Students' Google Drive Intended Usage: A Case Study of Mathematics Courses in Bangkok University (Krisawan Prasertsith, Penjira Kanthawongs, and Tan Limpachote); (14) An Empirical Study on the Impact of Self-Regulation and Compulsivity towards Smartphone Addition of University Students (Penjira Kanthawongs, Felicito Angeles Jabutay, Ruangrit Upalanala, and Penjuree Kanthawongs); (15) Adaptive Game Based Learning Using Brain Measures for Attention--Some Explorations (Jelke van der Pal, Christopher Roos, Ghanshaam Sewnath, and Christian Rosheuvel); (16) Evaluation of the Course of the Flight Simulators from the Perspective of Students and University Teachers (Feyzi Kaysi, Bünyamin Bavli and Aysun Gürol); (17) Development of Critical Thinking with Metacognitive Regulation (Yasushi Gotoh); (18) Enacting STEM Education for Digital Age Learners: The "Maker" Movement Goes to School (Dale S. Niederhauser and Lynne Schrum); (19) New Scenarios for Audience Response Systems in University Lectures (Daniel Schön, Stephan Kopf, Melanie Klinger, and Benjamin Guthier); (20) Academic Retention: Results from a Study in an Italian University College (Maria Lidia Mascia, Mirian Agus, Maria Assunta Zanetti, Eliano Pessa, and Maria Pietronilla Penna); and (21) Learning How to Write an Academic Text: The Effect of Instructional Method and Reflection on Text Quality. Reflection papers in these proceedings include: (1) Teachers' Attitude towards ICT Use in Secondary Schools: A Scale Development Study (Mehmet Kemal Aydin, Ali Semerci, and Mehmet Gürol); and (2) Inventing the Invented for STEM Understanding (Alicia Stansell, Tandra Tyler-Wood, and Christina Stansell). An author index is included. Individual papers contain references.

These papers represent the efforts of individual researchers from five countries: Australia, Belgium, Canada, The Netherlands and the United States. Each paper reports on educational change in a different country, based on the Concerns-Based Adoption Model developed at the Research and Development Center for Teacher Education at the University of Texas at Austin. Papers included are as follows: "Implementing a High School Geography Curriculum in the State of Western Australia," by Colin J. Marsh (Australia); "Studying Change in Primary and Secondary Schools in Belgium and the Netherlands," by Roland Vandenberghe (Belgium); "The Effectiveness of Concerns-Based Staff Development in Facilitating Curriculum Implementation," by Jim Leary (Manitoba, Canada); "A Study of Curricular and Instructional Change Processes in Rural High Schools," by Robert Larson (Vermont, United States) and "The Functioning of School Principals in Relation to Large-Scale Change Efforts in the Netherlands," by Rudolf van den Berg (Netherlands). References are included with each paper. (TE)