From Regular High School to Competitive Programming: Feasible Pathways for Non-Chuyên Vietnamese Students

The Vietnamese specialised-informatics (chuyên Tin) pipeline is the principal route into the country's competitiveprogramming track and is gated by a grade-9-end entrance examination into approximately seventy MOET-designated chuyên schools. Students outside this pipeline — the great majority of Vietnamese upper-secondary students attending general public high schools and private schools, here collectively termed non-chuyên — have no institutional analogue for sustained algorithmic-pedagogy access. The MOET general-curriculum informatics syllabus [1] caps algorithmic depth well below competitive-programming entry; the public-school textbook line by Hồ Sĩ Đàm and colleagues [2] targets digital-literacy and Python or Pascal fundamentals rather than the comparatordesign, dynamic-programming-on-trees, and segment-tree fluency a competitive contestant needs. Yet the national HSG Tin Học regulation under MOET Circulars 56/2011 [3] and 22/2019 [4] does not formally restrict participation to chuyên enrolment; the route is administratively open through the provincial teamformation channel. The discrepancy — formally open route, defacto closed institutional support — defines the equity question this paper addresses. The paper synthesises four named feasible pathways (P1 self-driven online, anchored on the USACO Guide [5], the CSES Problem Set [6], and the Laaksonen handbook [7]; P2 community-club inside a non-chuyên school, anchored on Parsons-style scaffolded practice [8] and self-regulation theory [9]; P3 hybrid online plus offline summer or weekend programmes, anchored on the bootcamp pedagogy literature [10]; P4 cross-school mentorship with chuyên-school alumni, anchored on equity-in-CS-education work [11], [12], [13]) and specifies for each pathway its stages, milestones, time-to-competitiveness floor, resource cost, mentor-availability requirement, motivationsustainability profile, and characteristic failure modes. Each pathway's entry profile is mapped back to the seven readiness criteria from the sibling C3.1 entry-criteria framework [14]. Evidence anchors for feasibility draw on documented selflearning trajectories on Codeforces and CSES [15], [16], [17], the open-educational-resource policy literature [18], and the deliberate-practice tradition [19]. Expected reach is estimated for each pathway in the form of the fraction of non-chuyên students who can be expected to progress to provincial-level HSG Tin Học, with the floor being self-driven pathway P1 (reach narrow but non-zero) and the ceiling being a combined P1+P3+P4 stack (reach materially higher under realistic mentor availability). The discussion maps the elix-researches CPP Pathway Vol 0–5 textbook series onto pathway P1 as its principal scaffolding artefact, characterises the equity gains and trade-offs of each pathway, identifies what non-chuyên pathways cannot easily replace (sustained peer-cohort intensity, contest-simulation

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-12
DOI
https://doi.org/10.5281/zenodo.20131495
Primary Topic
Teaching and Learning Programming
Type
preprint
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From Regular High School to Competitive Programming: Feasible Pathways for Non-Chuyên Vietnamese Students

That Le
Zenodo (CERN European Organization for Nuclear Research)
Teaching and Learning Programming
preprint

From Regular High School to Competitive Programming: Feasible Pathways for Non-Chuyên Vietnamese Students

That Le
preprint en

Abstract

The Vietnamese specialised-informatics (chuyên Tin) pipeline is the principal route into the country's competitiveprogramming track and is gated by a grade-9-end entrance examination into approximately seventy MOET-designated chuyên schools. Students outside this pipeline — the great majority of Vietnamese upper-secondary students attending general public high schools and private schools, here collectively termed non-chuyên — have no institutional analogue for sustained algorithmic-pedagogy access. The MOET general-curriculum informatics syllabus [1] caps algorithmic depth well below competitive-programming entry; the public-school textbook line by Hồ Sĩ Đàm and colleagues [2] targets digital-literacy and Python or Pascal fundamentals rather than the comparatordesign, dynamic-programming-on-trees, and segment-tree fluency a competitive contestant needs. Yet the national HSG Tin Học regulation under MOET Circulars 56/2011 [3] and 22/2019 [4] does not formally restrict participation to chuyên enrolment; the route is administratively open through the provincial teamformation channel. The discrepancy — formally open route, defacto closed institutional support — defines the equity question this paper addresses. The paper synthesises four named feasible pathways (P1 self-driven online, anchored on the USACO Guide [5], the CSES Problem Set [6], and the Laaksonen handbook [7]; P2 community-club inside a non-chuyên school, anchored on Parsons-style scaffolded practice [8] and self-regulation theory [9]; P3 hybrid online plus offline summer or weekend programmes, anchored on the bootcamp pedagogy literature [10]; P4 cross-school mentorship with chuyên-school alumni, anchored on equity-in-CS-education work [11], [12], [13]) and specifies for each pathway its stages, milestones, time-to-competitiveness floor, resource cost, mentor-availability requirement, motivationsustainability profile, and characteristic failure modes. Each pathway's entry profile is mapped back to the seven readiness criteria from the sibling C3.1 entry-criteria framework [14]. Evidence anchors for feasibility draw on documented selflearning trajectories on Codeforces and CSES [15], [16], [17], the open-educational-resource policy literature [18], and the deliberate-practice tradition [19]. Expected reach is estimated for each pathway in the form of the fraction of non-chuyên students who can be expected to progress to provincial-level HSG Tin Học, with the floor being self-driven pathway P1 (reach narrow but non-zero) and the ceiling being a combined P1+P3+P4 stack (reach materially higher under realistic mentor availability). The discussion maps the elix-researches CPP Pathway Vol 0–5 textbook series onto pathway P1 as its principal scaffolding artefact, characterises the equity gains and trade-offs of each pathway, identifies what non-chuyên pathways cannot easily replace (sustained peer-cohort intensity, contest-simulation

Zenodo (CERN European Organization for Nuclear Research)
ElSohly Laboratories (United States) (US)
Quality Education
Teaching and Learning Programming
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