The Evolution of Computing Education Research: A Meta-Analytic Perspective

Lauri Malmi, Jane Sinclair, Judy Sheard, Simon, Päivi Kinnunen

Zu finden in: Past, Present and Future of Computing Education Research (Seite 51 bis 77), 2023 local

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Zusammenfassungen

Computing education research (CER) has gradually built its own identity as a research field. A part of this process has been the publication of a growing number of meta-studies which have explored the CER literature to identify the state of the art and trends in terms of active research topics, the nature of publications, use of different research methods, and the use and development of theoretical frameworks in papers published in different conferences and journals. In this chapter, we explore these meta-studies to build a picture of the way in which research in the field has developed. We identify trends over years, and discuss the implications of these findings for the future of the field.

Von Lauri Malmi, Jane Sinclair, Judy Sheard, Simon, Päivi Kinnunen im Buch Past, Present and Future of Computing Education Research (2023) im Text The Evolution of Computing Education Research: A Meta-Analytic Perspective

Dieses Kapitel erwähnt ...

Personen
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Amjad AlTadmri , Albert Bandura , Brett A. Becker , Roman Bednarik , Neil C. C. Brown , Adrienne Decker , Jane E. Sinclair , Anna Eckerdal , Peter J. Fensham , Sally Fincher , Andrea Forte , Jon Good , Mark Guzdial , Sally Hamouda , Juha Helminen , Swathi Jagannath , Caitlin Kelleher , Päivi Kinnunen , Kinshuk , Ami J. Ko , Michael Kölling , Ari Korhonen , Alex Lishinski , Raymond Lister , Mike Lopez , Lauri Malmi , Monica M. McGill , Veijo Meisalo , Niko Myller , Greg L. Nelson , Seymour Papert , Thomas H. Park , Andrew Patterson , Randy Pausch , Marian Petre , Bruce Quig , Keith Quille , Phil Robbins , Anthony V. Robins , John Rosenberg , Kate Sanders , Phil Sands , Ankur Saxena , Sue Sentance , Judy Sheard , Simon , Jane Sinclair , Juha Sorva , Erkki Sutinen , Ahmad Taherkhani , Matti Tedre , Errol Thompson , David W. Valentine , Gerald Weinberg , Jacqueline L. Whalley , Susan Wiedenbeck , Aman Yadav

Begriffe
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Bücher

Jahr	Titel	Abrufe	IB	OB	KB	LB
	The Psychology of Computer Programming (Gerald Weinberg)		5	2	0	0
1982	Mindstorms (Seymour Papert)	4, 7, 19, 8, 13, 12, 5, 18, 9, 25, 4, 9	347	47	9	5977
1998	Self-efficacy (Albert Bandura)		69	0	0	0
2003	Computer Science Education 4/2003	7, 1, 7, 1, 3, 8, 3, 4, 4, 7, 3, 12	8	9	12	497
2004	Computer Science Education Research (Sally Fincher, Marian Petre)	3, 2, 11, 2, 6, 9, 3, 4, 4, 11, 4, 7	22	42	7	540
2004	Defining an Identity (Peter J. Fensham)	3, 5, 3, 2, 5, 3, 1, 2, 3, 9, 4, 8	1	7	8	188
2004	SIGCSE 2004 (Daniel T. Joyce, Deborah Knox, Wanda Dann, Thomas L. Naps)	5, 2, 6, 3, 6, 7, 1, 3, 3, 11, 6, 5	10	333	5	364
2007	Computer Science Education 3/2007	4, 1, 4, 2, 3, 4, 3, 1, 4, 6, 4, 12	10	10	12	383
2008	Computer Science Education 3/2008	6, 2, 1, 5, 3, 4, 1, 2, 5, 5, 5, 6	3	7	6	354
2008	ICER 2008 (Michael E. Caspersen, Raymond Lister, Mike Clancy)	2, 2, 9, 2, 4, 11, 4, 6, 4, 9, 10, 9	56	52	9	538
2010	ICER 2010 (Michael E. Caspersen, Michael J. Clancy, Kate Sanders)	1, 3, 9, 4, 5, 10, 5, 2, 5, 7, 6, 9	40	67	9	553
2011	Computer Science Education 3/2011	7, 3, 2, 2, 1, 4, 3, 3, 4, 6, 2, 7	2	4	7	249
2013	ICER 2013 (Beth Simon, Alison Clear, Quintin I. Cutts)	2, 2, 7, 3, 5, 13, 8, 2, 7, 9, 9, 7	55	133	7	608
2014	ICER 2014 (Quintin I. Cutts, Beth Simon, Brian Dorn)	1, 6, 8, 2, 8, 10, 6, 4, 6, 9, 2, 6	43	171	6	688
2016	ICER 2016 (Judy Sheard, Josh Tenenberg, Donald Chinn, Brian Dorn)	1, 1, 9, 2, 6, 10, 4, 3, 3, 12, 8, 10	46	145	10	610
2018	ICER 2018 (Lauri Malmi, Ari Korhonen, Robert McCartney, Andrew Petersen)	1, 3, 10, 2, 7, 11, 4, 3, 8, 11, 6, 6	50	230	6	638
2019	SIGCSE 2019 (Elizabeth K. Hawthorne, Manuel A. Pérez-Quiñones, Sarah Heckman, Jian Zhang 0036)	1, 1, 13, 2, 9, 11, 12, 7, 10, 14, 5, 7	37	255	7	719
2019	The Cambridge Handbook of Computing Education Research (Sally Fincher, Anthony V. Robins)	4, 2, 15, 6, 7, 9, 5, 16, 8, 21, 6, 11	27	53	11	648
2019	ICER 2019 (Robert McCartney, Andrew Petersen, Anthony V. Robins, Adon Moskal)	1, 4, 8, 5, 8, 12, 15, 7, 9, 16, 4, 12	27	263	12	684
2020	ICER 2020 (Anthony V. Robins, Adon Moskal, Amy J. Ko, Renée McCauley)	1, 2, 17, 1, 10, 13, 10, 13, 8, 13, 10, 9	12	476	9	208

Texte

Jahr	Titel	Abrufe	IB	OB	KB	LB
2003	The BlueJ System and its Pedagogy (Michael Kölling, Bruce Quig, Andrew Patterson, John Rosenberg)		6	1	0	0
2004	CS educational research (David W. Valentine)		5	4	0	0
2005	Lowering the barriers to programming (Caitlin Kelleher, Randy Pausch)	1, 2, 11, 4, 5, 4, 5, 3, 5, 8, 6, 9	49	17	9	748
2007	A Classification of Recent Australasian Computing Education Publications (Simon)		9	1	0	0
2008	Three traditions of computing (Matti Tedre, Erkki Sutinen)		2	2	0	0
2008	Relationships between reading, tracing and writing skills in introductory programming (Mike Lopez, Jacqueline L. Whalley, Phil Robbins, Raymond Lister)	1, 1, 4, 3, 1, 4, 2, 5, 5, 7, 5, 3	17	3	3	336
2010	Characterizing research in computing education (Lauri Malmi, Judy Sheard, Simon, Roman Bednarik, Juha Helminen, Ari Korhonen, Niko Myller, Juha Sorva, Ahmad Taherkhani)	6, 20, 3, 6, 3, 2, 4, 2, 6, 6, 3, 2	7	2	2	337
2010	Have we missed something? (Päivi Kinnunen, Veijo Meisalo, Lauri Malmi)	2, 1, 1, 2, 4, 3, 1, 2, 7, 6, 2, 7	4	1	7	221
2011	The nature of an object-oriented program (Errol Thompson, Kinshuk)		2	1	0	0
2013	Exploring hypotheses about media computation (Mark Guzdial)	1, 1, 6, 2, 1, 9, 2, 5, 7, 7, 4, 9	12	12	9	443
2013	Towards a taxonomy of errors in HTML and CSS (Thomas H. Park, Ankur Saxena, Swathi Jagannath, Susan Wiedenbeck, Andrea Forte)	2, 1, 5, 3, 3, 2, 1, 1, 6, 6, 5, 3	2	4	3	320
2014	Theoretical underpinnings of computing education research (Lauri Malmi, Judy Sheard, Simon, Roman Bednarik, Juha Helminen, Päivi Kinnunen, Ari Korhonen, Niko Myller, Juha Sorva, Ahmad Taherkhani)	1, 1, 2, 10, 4, 5, 2, 2, 6, 8, 4, 3	11	12	3	378
2016	Methodological Rigor and Theoretical Foundations of CS Education Research (Alex Lishinski, Jon Good, Phil Sands, Aman Yadav)		7	3	0	0
2018	Blackbox, Five Years On (Neil C. C. Brown, Amjad AlTadmri, Sue Sentance, Michael Kölling)		4	3	0	0
2018	On Use of Theory in Computing Education Research (Greg L. Nelson, Andrew J. Ko)		6	3	0	0
2019	Inferential Statistics in Computing Education Research (Kate Sanders, Judy Sheard, Brett A. Becker, Anna Eckerdal, Sally Hamouda, Simon)		2	2	0	0
2019	Computing Education Theories (Lauri Malmi, Judy Sheard, Päivi Kinnunen, Simon, Jane Sinclair)	1, 2, 7, 3, 2, 9, 5, 4, 5, 6, 10, 7	6	56	7	366
2019	50 Years of CS1 at SIGCSE (Brett A. Becker, Keith Quille)	2, 1, 5, 4, 3, 4, 6, 4, 2, 5, 7, 6	4	21	6	119
2019	A Topical Review of Evaluation Instruments for Computing Education (Adrienne Decker, Monica M. McGill)		2	1	0	0
2020	Construction of a Taxonomy for Tools, Languages, and Environments across Computing Education (Monica M. McGill, Adrienne Decker)	5, 4, 3, 4, 1, 5, 4, 5, 3, 7, 4, 5	1	14	5	94
2020	Theories and Models of Emotions, Attitudes, and Self-Efficacy in the Context of Programming Education (Lauri Malmi, Judy Sheard, Päivi Kinnunen, Simon, Jane E. Sinclair)	1, 1, 9, 2, 4, 7, 2, 2, 2, 5, 7, 5	2	22	5	98

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3 Erwähnungen

Past, Present and Future of Computing Education Research (Mikko Apiola, Sonsoles López-Pernas, Mohammed Saqr) (2023)
- The Hands that Made Computing Education Research - Top Authors, Networks, Collaboration and Newcomers (Mikko Apiola, Mohammed Saqr, Sonsoles López-Pernas)
- The Evolving Themes of Computing Education Research - Trends, Topic Models, and Emerging Research (Mikko Apiola, Mohammed Saqr, Sonsoles López-Pernas)
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