The Impact Of International Trade On Human Resource Development In Indonesia

This study aims to analyze the impact of international trade on human resource development (HRD) in Indonesia by focusing on the variables of international trade (X1), trade openness (X2), HR quality (Y1), HR development (Y2), and the moderating variable of HR adaptability (Z). Data were collected from 200 respondents including business actors, workers, and stakeholders in the trade and HRD development sectors. The influence model between variables was tested using Smart PLS 3.0 to identify the relationship between international trade and trade openness on HR quality and development. The results of the study indicate that international trade (X1) and trade openness (X2) have a significant effect on the quality of human resources (Y1), but international trade does not affect human resource development (Y2). The variable of human resource adaptability (Z) is able to mediate These findings indicate that increasing international trade activities and trade openness policies can improve workforce competence through investment in education, training, and technology.

Authors

Publication Details

Journal
Jurnal Manajemen Industri dan Logistik
Published
2025-06-02
DOI
https://doi.org/10.30988/jmil.v9i1.1586
Primary Topic
Labor market dynamics and wage inequality
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Impact Of International Trade On Human Resource Development In Indonesia

Riski Eko Ardianto, Rahmat Hidayat
Jurnal Manajemen Industri dan Logistik
Labor market dynamics and wage inequality
article

The Impact Of International Trade On Human Resource Development In Indonesia

Riski Eko Ardianto, Rahmat Hidayat
article en

Abstract

This study aims to analyze the impact of international trade on human resource development (HRD) in Indonesia by focusing on the variables of international trade (X1), trade openness (X2), HR quality (Y1), HR development (Y2), and the moderating variable of HR adaptability (Z). Data were collected from 200 respondents including business actors, workers, and stakeholders in the trade and HRD development sectors. The influence model between variables was tested using Smart PLS 3.0 to identify the relationship between international trade and trade openness on HR quality and development. The results of the study indicate that international trade (X1) and trade openness (X2) have a significant effect on the quality of human resources (Y1), but international trade does not affect human resource development (Y2). The variable of human resource adaptability (Z) is able to mediate These findings indicate that increasing international trade activities and trade openness policies can improve workforce competence through investment in education, training, and technology.

Jurnal Manajemen Industri dan LogistikVol. 9(1)
Openalex Percentile: Top 80%
Labor market dynamics and wage inequality
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.

The Impact Of International Trade On Human Resource Development In Indonesia — Riski Eko Ardianto, Rahmat Hidayat · Jurnal Manajemen Industri dan Logistik (2025) | TGRS Research Map | TGRS