Health & care administration

Supplementary Structure of Earnings Survey (VSE 2022)

Statistik Austria earnings survey — gross hourly medians for ISCO-08 41 (full-time, all genders). “Employees”: LFS/Mikrozensus (ISCO) with NACE weighting; pay: VSE sample — different survey bases.

Classification

AI impact rationale

Patient registration, appointment scheduling, medical records management, billing, and correspondence are structured digital workflows. Approximately 85% digital task share. AI automates medical coding (ICD/DRG), appointment optimisation, and document classification.

Source, methodology, and reproducibility

Employment

Eurostat lfsa_egai2d (2024) · ISCO-08 41 · 197,200 employed

Survey

LFS/Mikrozensus AKE

NACE weight

7.5% · nama_10_a64_e · NACE Q86

Pay

VSE 2022 · ISCO-08 41 · €16.91/h median × 2080h × 1.17

Formula

hourly median × 2,080 h × 1.17 (13th/14th salary)

Pipeline

generate-occupations.ts · deterministic · OGD · 99 hypothesis-driven verification tests