A study on microbiological literacy in Indonesia: the influencing factors

Purpose This research aims to explore the relationships between various variables by examining the mediating effects of knowledge, attitude, and skills on microbiological literacy. Design/methodology/approach The study employed purposive sampling, targeting respondents as university students and working adults. An online questionnaire was distributed to 213 respondents across Indonesia. Data analysis was conducted using structural equation modeling (SEM) with the assistance of Jeffrey’s Amazing Statistics Program. Findings The knowledge construct significantly influenced the attitude construct, while the skill construct did not show a direct significant impact. However, there was a significant indirect relationship when considering the pathway through the knowledge construct. The indicators used in this model exhibited significant factor loadings, indicating good measurement validity and reliability. Additionally, this research can extend the analysis to determine if the relationships identified in the SEM model are consistent across various population subgroups in measuring microbiological literacy. Research limitations/implications More and comparable research is required to test the consistency of the SEM model because it may yield different results depending on how consistent it is in different population subgroups. Practical implications By elucidating the critical factors influencing microbiological literacy, this study provides valuable insights for educational strategies and public health policies aimed at improving understanding and behavior towards microorganisms in Indonesia. Originality/value Model performance is measured experimentally for accuracy and efficiency as a means of validation. To forecast the link between variables in the measurement aspects of Indonesian microbiology literacy, we used a structural equation model.

Authors

Institutions

Publication Details

Journal
Journal of Applied Research in Higher Education
Published
2025-09-20
DOI
https://doi.org/10.1108/jarhe-06-2024-0278
Citations
1
Primary Topic
Alexander von Humboldt Studies
Type
article
Field-Weighted Citation Impact
1.18
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A study on microbiological literacy in Indonesia: the influencing factors

Hasminar Rachman Fidiastuti, Suhadi Suhadi, Sitoresmi Prabaningtyas, Sri Rahayu Lestari
1 citations
Journal of Applied Research in Higher Education
Alexander von Humboldt Studies
1.18
article

A study on microbiological literacy in Indonesia: the influencing factors

Hasminar Rachman Fidiastuti, Suhadi Suhadi, Sitoresmi Prabaningtyas, Sri Rahayu Lestari
article en
1 citations

Abstract

Purpose This research aims to explore the relationships between various variables by examining the mediating effects of knowledge, attitude, and skills on microbiological literacy. Design/methodology/approach The study employed purposive sampling, targeting respondents as university students and working adults. An online questionnaire was distributed to 213 respondents across Indonesia. Data analysis was conducted using structural equation modeling (SEM) with the assistance of Jeffrey’s Amazing Statistics Program. Findings The knowledge construct significantly influenced the attitude construct, while the skill construct did not show a direct significant impact. However, there was a significant indirect relationship when considering the pathway through the knowledge construct. The indicators used in this model exhibited significant factor loadings, indicating good measurement validity and reliability. Additionally, this research can extend the analysis to determine if the relationships identified in the SEM model are consistent across various population subgroups in measuring microbiological literacy. Research limitations/implications More and comparable research is required to test the consistency of the SEM model because it may yield different results depending on how consistent it is in different population subgroups. Practical implications By elucidating the critical factors influencing microbiological literacy, this study provides valuable insights for educational strategies and public health policies aimed at improving understanding and behavior towards microorganisms in Indonesia. Originality/value Model performance is measured experimentally for accuracy and efficiency as a means of validation. To forecast the link between variables in the measurement aspects of Indonesian microbiology literacy, we used a structural equation model.

Journal of Applied Research in Higher Education
State University of Malang (ID), Universitas Tribhuwana Tunggadewi (ID)
Openalex Percentile: Top 17%
Alexander von Humboldt Studies
1.18
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.