ArticlePeerJ2018
Evidence-based design and evaluation of a whole genome sequencing clinical report for the reference microbiology laboratory.
Article in PeerJ, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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.
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.
Who cites it
31 citing papers in PubMed, 56 citations in OpenAlex.
- Describing the outcomes and factors of using pathogen genomic results in public health.Frontiers in public health · 2026Article
- Genomics for antimicrobial resistance-progress and future directions.Antimicrobial agents and chemotherapy · 2025Review
- Enhancing public health infectious disease response through the Australian Pathogen Genomics program (AusPathoGen): evaluation protocol.Frontiers in public health · 2025Article
- Designing visual hierarchies for the communication of health data.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- "Smart markets": harnessing the potential of new technologies for endemic and emerging infectious disease surveillance in traditional food markets.Journal of virology · 2024Review
- Article
- Utility of hybrid whole genome sequencing in assessing potential nosocomial VIM transmission.Antimicrobial stewardship & healthcare epidemiology : ASHE · 2024Article
- Identifying factors that influence the use of pathogen genomics in Australia and New Zealand: a protocol.Frontiers in public health · 2024Article
- Application of Pathogen Genomics to Outbreak Investigation.Methods in molecular biology (Clifton, N.J.) · 2024Article
- Article
- An ISO-certified genomics workflow for identification and surveillance of antimicrobial resistance.Nature communications · 2023Article
- Multi-site implementation of whole genome sequencing for hospital infection control: A prospective genomic epidemiological analysis.The Lancet regional health. Western Pacific · 2022Article
- An implementation science approach to evaluating pathogen whole genome sequencing in public health.Genome medicine · 2021Article
- Identification of a predominant genotype of Mycobacterium tuberculosis in Brazilian indigenous population.Scientific reports · 2021Article
- A Perioperative Care Display for Understanding High Acuity Patients.Applied clinical informatics · 2021Article
- Clinical Pathogen Genomics.Clinics in laboratory medicine · 2020Review
- Perceived utility and feasibility of pathogen genomics for public health practice: a survey among public health professionals working in the field of infectious diseases, Belgium, 2019.BMC public health · 2020Article
- Finding the match between healthcare worker and expert for optimal audit and feedback on antimicrobial resistance prevention measures.Antimicrobial resistance and infection control · 2020Article
- Comparison of routine field epidemiology and whole genome sequencing to identify tuberculosis transmission in a remote setting.Epidemiology and infection · 2020Article
- Mini Review: Clinical Routine Microbiology in the Era of Automation and Digital Health.Frontiers in cellular and infection microbiology · 2020Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMicrobial genome sequencing is now being routinely used in many clinical and public health laboratories. Understanding how to report complex genomic test results to stakeholders who may have varying familiarity with genomics-including clinicians, laboratorians, epidemiologists, and researchers-is critical to the successful and sustainable implementation of this new technology; however, there are no evidence-based guidelines for designing such a report in the pathogen genomics domain. Here, we describe an iterative, human-centered approach to creating a report template for communicating tuberculosis (TB) genomic test results.
methodsWe used Design Study Methodology-a human centered approach drawn from the information visualization domain-to redesign an existing clinical report. We used expert consults and an online questionnaire to discover various stakeholders' needs around the types of data and tasks related to TB that they encounter in their daily workflow. We also evaluated their perceptions of and familiarity with genomic data, as well as its utility at various clinical decision points. These data shaped the design of multiple prototype reports that were compared against the existing report through a second online survey, with the resulting qualitative and quantitative data informing the final, redesigned, report.
resultsWe recruited 78 participants, 65 of whom were clinicians, nurses, laboratorians, researchers, and epidemiologists involved in TB diagnosis, treatment, and/or surveillance. Our first survey indicated that participants were largely enthusiastic about genomic data, with the majority agreeing on its utility for certain TB diagnosis and treatment tasks and many reporting some confidence in their ability to interpret this type of data (between 58.8% and 94.1%, depending on the specific data type). When we compared our four prototype reports against the existing design, we found that for the majority (86.7%) of design comparisons, participants preferred the alternative prototype designs over the existing version, and that both clinicians and non-clinicians expressed similar design preferences. Participants showed clearer design preferences when asked to compare individual design elements versus entire reports. Both the quantitative and qualitative data informed the design of a revised report, available online as a LaTeX template.
conclusionsWe show how a human-centered design approach integrating quantitative and qualitative feedback can be used to design an alternative report for representing complex microbial genomic data. We suggest experimental and design guidelines to inform future design studies in the bioinformatics and microbial genomics domains, and suggest that this type of mixed-methods study is important to facilitate the successful translation of pathogen genomics in the clinic, not only for clinical reports but also more complex bioinformatics data visualization software.
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Registered trials
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.