Evidence map›Paper›PMID 42752846›Full record

ArticleFEMS microbiology letters2026

Development and psychometric validation of a community microbiology literacy scale in the context of infectious diseases, antimicrobial resistance, and vaccination.

Rukiye Aslan, Ezgi Ağadayı, Aysel Arslan, Sait Bardakçı

Abstract readValidation Study
In one paragraph

Article in FEMS microbiology letters, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Rukiye AslanFaculty of Pharmacy, Department of Pharmaceutical Microbiology, Sivas Cumhuriyet University, Sivas, 58140, Türkiye.ORCID 0000-0001-5843-626X
Ezgi AğadayıFaculty of Medicine, Department of Medical Education, Sivas Cumhuriyet University, Sivas, 58140, Türkiye.
Aysel ArslanFaculty of Education, Department of Educational Sciences, Sivas Cumhuriyet University, Sivas, 58140, Türkiye.
Sait BardakçıFaculty of Economics and Administrative Sciences, Department of Quantitative Methods, Sivas Cumhuriyet University, Sivas, 58140, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Microbiology literacy has become increasingly important for public health and societal resilience, particularly in the context of emerging infectious diseases, antimicrobial resistance, and misinformation. However, standardized instruments for assessing Microbiology literacy at the community level remain limited. This study aimed to develop a valid and reliable tool to assess Microbiology literacy in the general population and to examine its multidimensional structure. This methodological, cross-sectional study developed the Community Microbiology Literacy Scale (CMLS). An initial item pool was generated based on international Microbiology books and World Health Organization (WHO) guidelines, followed by expert evaluation and content validity assessment using the Davis technique. Data were collected from 835 adults aged ≥18 years. Exploratory factor analysis (EFA) was conducted using data from 498 participants without imposing an a priori dimensional structure. A conceptually coherent four-factor structure emerged from the data, and the factors were named according to the content of their constituent items. This structure was subsequently tested by confirmatory factor analysis (CFA) in an independent subsample of 337 participants. The EFA identified a four-factor structure comprising Basic Microbiology Knowledge, Infection Control Awareness, Antibiotic and Antimicrobial Resistance Awareness, and Vaccine Awareness, explaining 60.66% of the total variance. CFA confirmed acceptable model fit. The scale demonstrated high internal consistency [Cronbach's alpha (α) = 0.925], with subscale Cronbach's α values ranging from 0.793 to 0.896. Higher Microbiology literacy scores were associated with older age, higher educational attainment, being a healthcare professional, prior Biology or Microbiology education, and awareness of the term "Microbiology" (P < .05). No significant differences were observed according to place of residence. The CMLS is a valid, reliable, and multidimensional instrument for assessing community-level Microbiology literacy and may support targeted educational and public health interventions.

Indexed as

Communicable DiseasesDrug Resistance, MicrobialHealth LiteracyMicrobiologyPsychometricsVaccinationAdolescentAdultAgedCross-Sectional StudiesFactor Analysis, StatisticalFemaleHealth Knowledge, Attitudes, PracticeHumansMaleMiddle Agedantimicrobial resistanceinfection preventionmicrobiology literacypublic health microbiologyscale validation

Identifiers

PMID42752846
PMCPMC13618252

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.