{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T09:48:29Z","timestamp":1782467309356,"version":"3.54.5"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032295477","type":"print"},{"value":"9783032295484","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-29548-4_1","type":"book-chapter","created":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T09:21:59Z","timestamp":1782465719000},"page":"3-16","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["AI Dependency\u2019s Influence on Computational Thinking: Implications for Augmented Education"],"prefix":"10.1007","author":[{"given":"Martha E.","family":"Crosby","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Brent","family":"Auernheimer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mariam","family":"Doliashvili","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Branden","family":"Ogata","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sean","family":"Mosier","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael-Brian","family":"Ogawa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,6,27]]},"reference":[{"key":"1_CR1","doi-asserted-by":"crossref","unstructured":"Agrawal, A.K., Gans, J.S., Goldfarb, A.: The economics of bicycles for the mind (Working Paper No. 34034). National Bureau of Economic Research (2025)","DOI":"10.3386\/w34034"},{"key":"1_CR2","doi-asserted-by":"publisher","unstructured":"Daniotti, S., Wachs, J., Feng, X., Neffke, F.: Who is using AI to code? Global diffusion and impact of generative AI. Science 391(6787), 831\u2013835 (2026). https:\/\/doi.org\/10.1126\/science.adz9311","DOI":"10.1126\/science.adz9311"},{"issue":"2","key":"1_CR3","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1145\/3624720","volume":"67","author":"P Denny","year":"2024","unstructured":"Denny, P., et al.: Computing education in the era of generative AI. Commun. ACM 67(2), 56\u201367 (2024)","journal-title":"Commun. ACM"},{"key":"1_CR4","unstructured":"Dunlosky, J., Metcalfe, J.: Metacognition. Sage Publications (2008)"},{"issue":"1","key":"1_CR5","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1186\/s40594-025-00537-3","volume":"12","author":"G Fan","year":"2025","unstructured":"Fan, G., Liu, D., Zhang, R., Pan, L.: The impact of AI-assisted pair programming on student motivation, programming anxiety, collaborative learning, and programming performance: a comparative study with traditional pair programming and individual approaches. Int. J. STEM Educ. 12(1), 16 (2025). https:\/\/doi.org\/10.1186\/s40594-025-00537-3","journal-title":"Int. J. STEM Educ."},{"key":"1_CR6","unstructured":"Hermans, F.: A Programmer\u2019s Brain: What Every Programmer Needs to Know about Cognition. Manning Publications (2021). ISBN 9781617298677"},{"key":"1_CR7","doi-asserted-by":"publisher","unstructured":"Imai, S.: Is GitHub Copilot a substitute for human pair-programming? An empirical study. In: IEEE\/ACM 44th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion), Pittsburg, pp. 319\u2013321 (2022). https:\/\/doi.org\/10.1145\/3510454.3522684","DOI":"10.1145\/3510454.3522684"},{"key":"1_CR8","doi-asserted-by":"publisher","unstructured":"Kam, M., et al.: What do professional software developers need to know to succeed in an age of artificial intelligence? In: FSE Companion \u201825: Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, pp. 947\u2013958 (2025). https:\/\/doi.org\/10.1145\/3696630.372725","DOI":"10.1145\/3696630.372725"},{"key":"1_CR9","unstructured":"Kiper, J.D., Sultana, S., Auernheimer, B., Walia, G.S.: Using Gray literature to influence software engineering curricula arXiv: arXiv:2312.16634 (2023)"},{"key":"1_CR10","doi-asserted-by":"crossref","unstructured":"Leinonen, J. et al.: Comparing code explanations created by students and large language models. arXiv: arXiv:2304.03938 (2023)","DOI":"10.1145\/3587102.3588785"},{"issue":"1","key":"1_CR11","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1511\/2026.114.1.20","volume":"114","author":"T McGowan","year":"2026","unstructured":"McGowan, T.: There\u2019s your problem. Am. Sci. 114(1), 20\u201323 (2026). https:\/\/doi.org\/10.1511\/2026.114.1.20","journal-title":"Am. Sci."},{"key":"1_CR12","doi-asserted-by":"publisher","first-page":"3817","DOI":"10.1038\/s41598-020-60661-8","volume":"10","author":"C Prat","year":"2020","unstructured":"Prat, C., Madhyastha, T., Mottarella, M., Kuo, C.: Relating natural language aptitude to individual differences in learning programming languages. Sci. Rep. 10, 3817 (2020). https:\/\/doi.org\/10.1038\/s41598-020-60661-8","journal-title":"Sci. Rep."},{"key":"1_CR13","unstructured":"Rak, G.: How to stay ahead of AI as an early-career engineer. IEEE Spectr. (2025). https:\/\/spectrum.ieee.org\/ai-effect-entry-level-jobs"},{"issue":"3","key":"1_CR14","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1109\/MS.2024.3363848","volume":"41","author":"D Spinellis","year":"2024","unstructured":"Spinellis, D.: Pair programming with generative AI. IEEE Softw. 41(3), 16\u201318 (2024). https:\/\/doi.org\/10.1109\/MS.2024.3363848","journal-title":"IEEE Softw."},{"issue":"2","key":"1_CR15","doi-asserted-by":"publisher","first-page":"80","DOI":"10.21061\/jots.v43i2.a.3","volume":"43","author":"SG Sultana","year":"2017","unstructured":"Sultana, S.G., Reed, P.A.: Curriculum for an introductory computer science course: identifying recommendations from academia and industry. J. Technol. Stud. 43(2), 80\u201392 (2017)","journal-title":"J. Technol. Stud."},{"issue":"3","key":"1_CR16","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1109\/MS.2025.3539403","volume":"42","author":"C Taylor","year":"2025","unstructured":"Taylor, C., Huber, M., Ma, Q., Plaza, R., Chang, A., Chen, J.: Software development is a team sport. IEEE Softw. 42(3), 13\u201317 (2025). https:\/\/doi.org\/10.1109\/MS.2025.3539403","journal-title":"IEEE Softw."},{"key":"1_CR17","unstructured":"U.S. Bureau of Labor Statistics. Employment Projections - 2024\u20132034 (2025). https:\/\/www.bls.gov\/news.release\/pdf\/ecopro.pdf"},{"issue":"2","key":"1_CR18","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1016\/j.neuron.2024.11.008","volume":"113","author":"J Zheng","year":"2025","unstructured":"Zheng, J., Meister, M.: The unbearable slowness of being: why do we live at 10 bits\/s? Neuron 113(2), 192\u2013204 (2025)","journal-title":"Neuron"}],"container-title":["Lecture Notes in Computer Science","Augmenting Cognition in the AI-Accelerated Era"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-29548-4_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T09:22:10Z","timestamp":1782465730000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-29548-4_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032295477","9783032295484"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-29548-4_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"27 June 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Montreal, QC","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 July 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2026.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}