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Dewi Hamidah
Universitas Islam Negeri (UIN) Syekh Wasil Kediri
Astronomy Chemistry Decision Sciences, Operations Research & Management Education Energy Materials Science & Nanotechnology Mathematics Physics

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Adaptive reasoning of vocational students in solving mathematical logic problems viewed from work readiness Ashlahul Ummah; Dewi Hamidah; Muhammad Khoiril Akhyar
Cakrawala Vol 5, No 1 (2026): Juni
Publisher : Institut Teknologi Dirgantara Adisutjipto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28989/cakrawala.v5i1.4037

Abstract

Adaptive reasoning is essential in mathematical problem solving, especially mathematical logic, yet research on vocational students from a work-readiness perspective remains limited. This study describes the adaptive reasoning ability of eleventh-grade Visual Communication Design (DKV) students in solving mathematical logic problems based on work readiness levels. A descriptive qualitative approach was used with 13 DKV students at a vocational high school in Gresik, Indonesia. Data were collected through a validated work readiness questionnaire, mathematical logic test, and semi-structured interviews. Six students were selected as subjects: two each with high, moderate, and low work readiness. Data were analyzed through reduction, presentation, conclusion drawing, and triangulation. Results show that high-readiness students generally met five adaptive reasoning indicators, moderate-readiness students met four, and low-readiness students met three. The findings support adaptive reasoning-based mathematics learning to strengthen logical reasoning, argument validation, symbolic representation, and workplace readiness.
Co-Authors Ashlahul Ummah Muhammad Khoiril Akhyar