Journal Industrial Servicess
Vol 12, No 1 (2026): April 2026

Developing a readiness instrument for LPG-to-induction stove transition: A Technoware, Humanware, Infoware, and Orgaware (THIO) approach

Anshori, Hasna Wahidaturrasyidah (Universitas Sebelas Maret)
Damayanti, Retno Wulan (Universitas Sebelas Maret)
Pujiyanto, Eko (Universitas Sebelas Maret)



Article Info

Publish Date
29 Mar 2026

Abstract

The transition to induction stoves is a strategic effort to support decarbonization and electrification goals. The success of this transition depends not only on policy and infrastructure, but also on technical, social, informational, and institutional readiness. This study aims to develop and validate a readiness assessment instrument based on the Technoware, Humanware, Infoware, and Orgaware (THIO) framework to evaluate the readiness of stakeholders — including household users and institutional actors — in the transition process. A sequential qualitative–quantitative approach was applied, involving a systematic literature review and expert validation to ensure content validity, followed by empirical testing through a survey of 260 respondents. Data were analyzed using Confirmatory Factor Analysis (CFA). The results show that all indicators across the four THIO dimensions are valid and reliable, with factor loadings, composite reliability, and average variance extracted all exceeding the recommended thresholds. The measurement model also achieved a good overall fit. The validated instrument provides a robust and multidimensional tool for assessing readiness for the transition to induction stoves. Practically, it can be immediately utilized by government agencies, energy institutions, and related stakeholders as a diagnostic tool to systematically identify readiness gaps across technical, human, informational, and organizational dimensions, thereby supporting evidence-based prioritization and phased planning of energy transition programs. Overall, this study contributes to strengthening readiness measurement approaches for clean and sustainable energy transitions.

Copyrights © 2026






Journal Info

Abbrev

jiss

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Engineering Industrial & Manufacturing Engineering Mechanical Engineering Transportation

Description

Jurnal Industrial Servicess merupakan wadah bagi peneliti untuk publikasi jurnal hasil penelitian yang ruang lingkupnya melingkupi: Logistics & Supply Chain Management Operations Research Quality, Reliability, and Maintenance Management Data Mining & Artificial Intelligence Production Planning & ...