IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v9y2021i15p1737-d599837.html
   My bibliography  Save this article

Teaching and Learning to Program: Umbrella Review of Introductory Programming in Higher Education

Author

Listed:
  • Sónia Rolland Sobral

    (REMIT (Research on Economics, Management, and Information Technologies), Universidade Portucalense, 4200 Porto, Portugal)

Abstract

Introductory programming courses in science, technology, engineering, and mathematics (STEM) degrees are critical to student success throughout the students’ academic and professional route but have traditional failure and dropout rates. The number of publications and reviews on the subject is growing, so we realize the need to prepare an umbrella review, or review of reviews, to group previous studies and extract more comprehensive and ambitious results. Based on the databases ACM, Google Scholar, IEEE, SCOPUS and Web of Science libraries, a formal search was created that resulted in 21 reviews on programming fundamentals in higher education context. Results include bibliometric information on the CS1 reviews, in the context of higher education (namely annual evolution, number and information on authors, types and sources of information, countries of affiliation, languages, keywords and most cited articles), the purpose of the reviews and research questions, methods (namely search strategy, databases used, eligibility criteria) and results (number of records and tables or divisions were made to catalog the articles). We present a taxonomy with four different types of purpose: general, specific, student group and teacher directed. We found very interesting catalogs that can serve as a tool for future work, whether by researchers in the field or by authors who intend to carry out reviews related to introduction to programming, especially in the context of higher education.

Suggested Citation

  • Sónia Rolland Sobral, 2021. "Teaching and Learning to Program: Umbrella Review of Introductory Programming in Higher Education," Mathematics, MDPI, vol. 9(15), pages 1-23, July.
    • Handle: RePEc:gam:jmathe:v:9:y:2021:i:15:p:1737-:d:599837
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/9/15/1737/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2227-7390/9/15/1737/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    2. Raminta Pranckutė, 2021. "Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World," Publications, MDPI, vol. 9(1), pages 1-59, March.
    3. Mason Youngblood & David Lahti, 2018. "Correction: A bibliometric analysis of the interdisciplinary field of cultural evolution," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-2, December.
    4. Atanu Sengupta & Sanjoy De, 2020. "Review of Literature," India Studies in Business and Economics, in: Assessing Performance of Banks in India Fifty Years After Nationalization, chapter 0, pages 15-30, Springer.
    5. Mason Youngblood & David Lahti, 2018. "A bibliometric analysis of the interdisciplinary field of cultural evolution," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-9, December.
    6. Matthew J Page & Joanne E McKenzie & Patrick M Bossuyt & Isabelle Boutron & Tammy C Hoffmann & Cynthia D Mulrow & Larissa Shamseer & Jennifer M Tetzlaff & Elie A Akl & Sue E Brennan & Roger Chou & Jul, 2021. "The PRISMA 2020 statement: An updated guideline for reporting systematic reviews," PLOS Medicine, Public Library of Science, vol. 18(3), pages 1-15, March.
    7. Junwen Zhu & Weishu Liu, 2020. "A tale of two databases: the use of Web of Science and Scopus in academic papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(1), pages 321-335, April.
    8. Martín-Martín, Alberto & Orduna-Malea, Enrique & Thelwall, Mike & Delgado López-Cózar, Emilio, 2018. "Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories," Journal of Informetrics, Elsevier, vol. 12(4), pages 1160-1177.
    9. Alessandro Liberati & Douglas G Altman & Jennifer Tetzlaff & Cynthia Mulrow & Peter C Gøtzsche & John P A Ioannidis & Mike Clarke & P J Devereaux & Jos Kleijnen & David Moher, 2009. "The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-28, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Diego Sánchez-González & Fermina Rojo-Pérez & Vicente Rodríguez-Rodríguez & Gloria Fernández-Mayoralas, 2020. "Environmental and Psychosocial Interventions in Age-Friendly Communities and Active Ageing: A Systematic Review," IJERPH, MDPI, vol. 17(22), pages 1-34, November.
    2. Dušan Nikolić & Dragan Ivanović & Lidija Ivanović, 2024. "An open-source tool for merging data from multiple citation databases," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(7), pages 4573-4595, July.
    3. Gricelda Herrera-Franco & Néstor Montalván-Burbano & Carlos Mora-Frank & Lady Bravo-Montero, 2021. "Scientific Research in Ecuador: A Bibliometric Analysis," Publications, MDPI, vol. 9(4), pages 1-34, December.
    4. Valentina Della Corte & Giovanna Del Gaudio & Fabiana Sepe & Simone Luongo, 2021. "Destination Resilience and Innovation for Advanced Sustainable Tourism Management: A Bibliometric Analysis," Sustainability, MDPI, vol. 13(22), pages 1-19, November.
    5. Stephany Isabel Vallarta-Serrano & Edgar Santoyo-Castelazo & Edgar Santoyo & Esther O. García-Mandujano & Holkan Vázquez-Sánchez, 2023. "Integrated Sustainability Assessment Framework of Industry 4.0 from an Energy Systems Thinking Perspective: Bibliometric Analysis and Systematic Literature Review," Energies, MDPI, vol. 16(14), pages 1-30, July.
    6. Arash Najmaei & Zahra Sadeghinejad, 2023. "Green and sustainable business models: historical roots, growth trajectory, conceptual architecture and an agenda for future research—A bibliometric review of green and sustainable business models," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(2), pages 957-999, February.
    7. Ammar AL-Ashmori & Shuib Bin Basri & P. D. D. Dominic & Luiz Fernando Capretz & Amgad Muneer & Abdullateef Oluwagbemiga Balogun & Abdul Rehman Gilal & Rao Faizan Ali, 2022. "Classifications of Sustainable Factors in Blockchain Adoption: A Literature Review and Bibliometric Analysis," Sustainability, MDPI, vol. 14(9), pages 1-30, April.
    8. Zulkifli Mohd Ghazali & Wan Fairos Wan Yaacob & Wan Marhaini Wan Omar, 2023. "LGCM and PLS-SEM in Panel Survey Data: A Systematic Review and Bibliometric Analysis," Data, MDPI, vol. 8(2), pages 1-24, January.
    9. Badr Moutik & John Summerscales & Jasper Graham-Jones & Richard Pemberton, 2023. "Life Cycle Assessment Research Trends and Implications: A Bibliometric Analysis," Sustainability, MDPI, vol. 15(18), pages 1-45, September.
    10. Sónia Rolland Sobral & Margarida Sobral, 2021. "Computer Education and Third Age Universities: A Systematic Review," IJERPH, MDPI, vol. 18(14), pages 1-15, July.
    11. Bakır, Mahmut & Özdemir, Emircan & Akan, Şahap & Atalık, Özlem, 2022. "A bibliometric analysis of airport service quality," Journal of Air Transport Management, Elsevier, vol. 104(C).
    12. Frimpong J. Alex & Gangfeng Tan & Philip K. Agyeman & Prince O. Ansah & Isaac O. Olayode & Jamshid V. Fayzullayevich & Shuang Liang, 2022. "Bibliometric Network Analysis of Trends in Cyclone Separator Research: Research Gaps and Future Direction," Sustainability, MDPI, vol. 14(22), pages 1-22, November.
    13. Lucy Semerjian & Kunle Okaiyeto & Mike O. Ojemaye & Temitope Cyrus Ekundayo & Aboi Igwaran & Anthony I. Okoh, 2021. "Global Systematic Mapping of Road Dust Research from 1906 to 2020: Research Gaps and Future Direction," Sustainability, MDPI, vol. 13(20), pages 1-21, October.
    14. David N. Matzig & Clemens Schmid & Felix Riede, 2023. "Mapping the field of cultural evolutionary theory and methods in archaeology using bibliometric methods," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-17, December.
    15. Shuangqing Sheng & Wei Song & Hua Lian & Lei Ning, 2022. "Review of Urban Land Management Based on Bibliometrics," Land, MDPI, vol. 11(11), pages 1-25, November.
    16. Paola Alzate & Juan F. Mejía-Giraldo & Isabella Jurado & Sara Hernandez & Alexandra Novozhenina, 2024. "Research perspectives on youth social entrepreneurship: strategies, economy, and innovation," Journal of Innovation and Entrepreneurship, Springer, vol. 13(1), pages 1-22, December.
    17. Bertha Leticia Treviño-Elizondo & Heriberto García-Reyes & Rodrigo E. Peimbert-García, 2023. "A Maturity Model to Become a Smart Organization Based on Lean and Industry 4.0 Synergy," Sustainability, MDPI, vol. 15(17), pages 1-24, September.
    18. Zoltán Krajcsák, 2021. "Researcher Performance in Scopus Articles ( RPSA ) as a New Scientometric Model of Scientific Output: Tested in Business Area of V4 Countries," Publications, MDPI, vol. 9(4), pages 1-23, October.
    19. Ooms, Tahnee & Klaser, Klaudijo & Ishkanian, Armine, 2023. "The role of academia practice partnerships in the well-being economy: Retracing synergies between health and social sciences using bibliometric analysis," Health Policy, Elsevier, vol. 138(C).
    20. Zamani, Mehdi & Yalcin, Haydar & Naeini, Ali Bonyadi & Zeba, Gordana & Daim, Tugrul U, 2022. "Developing metrics for emerging technologies: identification and assessment," Technological Forecasting and Social Change, Elsevier, vol. 176(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:9:y:2021:i:15:p:1737-:d:599837. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.