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Contact


Email

melanie.mcgrath@unimelb.edu.au

Credentials


Position
Honorary (Fellow)
Melbourne School of Psychological Sciences
Education
Doctoral Degree (Research) / PhD
University of Melbourne
Postgraduate Diploma
University of Melbourne
Graduate Diploma
Monash University
Bachelors Degree
Monash University
ORCID

0000-0001-8632-218X

Ms Melanie McGrath

Honorary (Fellow)
Melbourne School of Psychological Sciences

27 Scholarly works
0 Projects

HIGHLIGHTS

  • 2026

    Journal article

    AI in medical practice: doctors’ perspective on the benefits, challenges and facilitators of artificial intelligence scribe use
    DOI: 10.1007/s12553-025-01042-x
  • 2025

    Journal article

    Collaborative human-AI trust (CHAI-T): A process framework for active management of trust in human-AI collaboration
    DOI: 10.1016/j.chbah.2025.100200
  • 2025

    Conference Proceedings

    Collaborative Robots for Empowering People: Key Insights from an OzCHI Workshop
    DOI: 10.1145/3726986.3727032
  • 2025

    Journal article

    Towards a Criteria-Based Approach to Selecting Human-AI Interaction Mode
    DOI: 10.1002/hfm.70022
  • 2025

    Conference Proceedings

    Trust in AI is dynamically updated based on users’ expectations
    DOI: 10.1145/3706599.3719870
  • 2025

    Conference Proceedings

    A Novel Method for Trust-Sensitive Design: Applying Conjoint Analysis to Machine-Assisted Genome Annotation
    DOI: 10.1145/3706599.3719946
  • 2018

    Report

    Recruit Smarter - Technical Report
Melanie McGrath

Latest Honours,
Awards and Fellowships


2018
Dean’s Prize for Exceptional Distinction in Research Engagement and Partnerships at Level A-C Melbourne Business School

RECENT SCHOLARLY WORKS

  • 2025

    Journal article

    Multilayer network analysis of open innovation partnerships
    DOI: 10.1016/j.joitmc.2025.100496
  • 2025

    Journal article

    Lessons from the Edges of Interdisciplinarity - Integrating Artificial Intelligence with the Humanities, Social and Economic Sciences
    DOI: 10.1080/08839514.2025.2584380
  • 2025

    Journal article

    Measuring trust in artificial intelligence: validation of an established scale and its short form
    DOI: 10.3389/frai.2025.1582880
  • 2025

    Journal article

    Four Compelling Reasons to Urgently Integrate AI Development With Humanities, Social and Economics Sciences
    DOI: 10.1109/TTS.2025.3556879

Acknowledgement of Country

We acknowledge Aboriginal and Torres Strait Islander people as the Traditional Owners of the unceded lands on which we work, learn and live. We pay respect to Elders past, present and future, and acknowledge the importance of Indigenous knowledge in the Academy.

Read about our Indigenous priorities

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