Why Is This Hard? An Examination of Math Required by Technicians in the Workplace

This article arose from an extensive NSF-funded research project that, through interviews, site visits, and a comprehensive survey, examined the mathematical competencies and conceptual understandings required of entry-level technicians with a two-year college degree. That project confirmed findings from previous studies in that the mathematical operations performed by technicians on the job involved competencies commonly taught in middle school or early high school. Our research went beyond this result, however, by seeking to understand the reasons behind technical students' difficulties with the mathematics they encounter in the workplace and why remedial courses have so often proved ineffective in addressing those difficulties. Particularly in light of changes in the workplace environment being brought about by artificial intelligence and data

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-21
DOI
https://doi.org/10.5281/zenodo.18331486
Primary Topic
Mathematics Education and Programs
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Why Is This Hard? An Examination of Math Required by Technicians in the Workplace

Paul Horwitz, Lisa A. Seidman, Rodney Null
Zenodo (CERN European Organization for Nuclear Research)
Mathematics Education and Programs
article

Why Is This Hard? An Examination of Math Required by Technicians in the Workplace

Paul Horwitz, Lisa A. Seidman, Rodney Null
article en

Abstract

This article arose from an extensive NSF-funded research project that, through interviews, site visits, and a comprehensive survey, examined the mathematical competencies and conceptual understandings required of entry-level technicians with a two-year college degree. That project confirmed findings from previous studies in that the mathematical operations performed by technicians on the job involved competencies commonly taught in middle school or early high school. Our research went beyond this result, however, by seeking to understand the reasons behind technical students' difficulties with the mathematics they encounter in the workplace and why remedial courses have so often proved ineffective in addressing those difficulties. Particularly in light of changes in the workplace environment being brought about by artificial intelligence and data

Zenodo (CERN European Organization for Nuclear Research)
Madison Area Technical College (US), Rhodes State College (US), Concord Consortium (US)
Quality Education
Openalex Percentile: Top 83%
Mathematics Education and Programs
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Why Is This Hard? An Examination of Math Required by Technicians in the Workplace — Paul Horwitz, Lisa A. Seidman, et al. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS