Enrico Coiera

Professor, PhD, MBBS, FACMI, FACHI

  • 7845 Citations
  • 42 h-Index
1990 …2022
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Research Outputs 1990 2019

2019

A network model of activities in primary care consultations

Kocaballi, A., Coiera, E., Tong, H. L., White, S. J., Quiroz, J., Rezazadegan, F., Willcock, S. & Laranjo da Silva, L., 1 Oct 2019, In : Journal of the American Medical Informatics Association : JAMIA. 26, 10, p. 1074-1082 9 p., ocz046.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Primary Health Care
Referral and Consultation
Medical History Taking
Natural Language Processing
Primary Care Physicians

Assessing technology success and failure using information value chain theory

Coiera, E., 2019, Applied interdisciplinary theory in health informatics: a knowledge base for practitioners. Scott, P., de Keizer, N. & Georgiou, A. (eds.). Amsterdam: IOS Press, p. 35-48 14 p. (Studies in Health Technology and Informatics; vol. 263).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Open Access
File
Technology
Stretching
Information technology
Information systems
Information Systems

Automatically appraising the credibility of vaccine-related web pages shared on social media: a Twitter surveillance study

Shah, Z., Surian, D., Dyda, A., Coiera, E., Mandl, K. D. & Dunn, A. G., 4 Nov 2019, In : Journal of Medical Internet Research. 21, 11, p. 1-14 14 p., e14007.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Social Media
Vaccines
Checklist
Communication
Guidelines

Context-aware systems for chronic disease patients: scoping review

Yin, K., Laranjo, L., Tong, H. L., Lau, A. Y. S., Kocaballi, A. B., Martin, P., Vagholkar, S. & Coiera, E., 17 Jun 2019, In : Journal of Medical Internet Research. 21, 6, p. 1-8 8 p., e10896.

Research output: Contribution to journalReview articleResearchpeer-review

Open Access
File
Chronic Disease
Health
Randomized Controlled Trials
Mobile Applications
Databases

Efficacy of a mobile social networking intervention in promoting physical activity: quasi-experimental study

Tong, H. L., Coiera, E., Tong, W., Wang, Y., Quiroz, J. C., Martin, P. & Laranjo da Silva, L., 28 Mar 2019, In : JMIR mHealth and uHealth. 7, 3, p. 1-15 15 p., e12181.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Mobile Applications
Social Networking
Outcome Assessment (Health Care)
Social Support
Technology

HPV vaccine coverage in Australia and associations with HPV vaccine information exposure among Australian Twitter users

Dyda, A., Shah, Z., Surian, D., Martin, P., Coiera, E., Dey, A., Leask, J. & Dunn, A. G., Aug 2019, In : Human Vaccines and Immunotherapeutics. 15, 7-8, p. 1488-1495 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Papillomavirus Vaccines
Vaccines
Blogging
Education
Cluster Analysis

Machine learning in clinical practice: prospects and pitfalls

Scott, I. A., Cook, D., Coiera, E. W. & Richards, B., 1 Sep 2019, In : Medical Journal of Australia. 211, 5, p. 203-205.e1 4 p.

Research output: Contribution to journalArticleResearchpeer-review

Modeling spatiotemporal factors associated with sentiment on twitter: synthesis and suggestions for improving the identification of localized deviations

Shah, Z., Martin, P., Coiera, E., Mandl, K. D. & Dunn, A. G., 8 May 2019, In : Journal of Medical Internet Research. 21, 5, p. 1-16 16 p., e12881.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Weather
Public Health
Social Media
Language
Population

On algorithms, machines, and medicine

Coiera, E., 1 Feb 2019, In : The Lancet Oncology. 20, 2, p. 166-167 2 p.

Research output: Contribution to journalComment/opinionResearchpeer-review

Reduced verification of medication alerts increases prescribing errors

Lyell, D., Magrabi, F. & Coiera, E., 30 Jan 2019, In : Applied clinical informatics. 10, 1, p. 66-76 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Clinical Decision Support Systems
Prescriptions
Electronic Prescribing
Safety
Aviation
Mobile Applications
Telemedicine
Safety
Health
Mandatory Reporting

The cognitive health system

Coiera, E., 2019, (Accepted/In press) In : Lancet.

Research output: Contribution to journalArticleResearchpeer-review

The last mile: where artificial intelligence meets reality

Coiera, E., 8 Nov 2019, In : Journal of Medical Internet Research. 21, 11, p. 1-4 4 p., e16323.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Artificial Intelligence
Technology

The personalization of conversational agents in health care: systematic review

Kocaballi, A. B., Berkovsky, S., Quiroz, J. C., Laranjo, L., Tong, H. L., Rezazadegan, D., Briatore, A. & Coiera, E., 7 Nov 2019, In : Journal of Medical Internet Research. 21, 11, p. 1-15 15 p., e15360.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Delivery of Health Care
Health
Language
Digital Libraries
Privacy

The price of artificial intelligence

Coiera, E., 1 Aug 2019, In : Yearbook of medical informatics. 28, 1, p. 14-15 2 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Artificial Intelligence
Delivery of Health Care
Costs and Cost Analysis
Workflow
Electronic Health Records

The timing and frequency of trial inclusion in systematic reviews of type 2 diabetes drugs was associated with trial characteristics

Dunn, A. G., Orenstein, L., Coiera, E., Mandl, K. D. & Bourgeois, F. T., 1 May 2019, In : Journal of Clinical Epidemiology. 109, p. 62-69 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Type 2 Diabetes Mellitus
Confidence Intervals
Journal Impact Factor
Pharmaceutical Preparations
Industry

Tracking a moving user in indoor environments using Bluetooth low energy beacons

Surian, D., Kim, V., Menon, R., Dunn, A. G., Sintchenko, V. & Coiera, E., 1 Oct 2019, In : Journal of Biomedical Informatics. 98, p. 1-9 9 p., 103288.

Research output: Contribution to journalArticleResearchpeer-review

Bluetooth
Experiments
Signal interference
Workflow
Calibration

Understanding and measuring user experience in conversational interfaces

Kocaballi, A. B., Laranjo, L. & Coiera, E., 2019, In : Interacting with Computers. 31, 2, p. 192-207 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Using convolutional neural networks to identify patient safety incident reports by type and severity

Wang, Y., Coiera, E. & Magrabi, F., 1 Dec 2019, In : Journal of the American Medical Informatics Association : JAMIA. 26, 12, p. 1600-1608 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Patient Safety
Benchmarking
Risk Management
Aggression
Datasets
2018

A shared latent space matrix factorisation method for recommending new trial evidence for systematic review updates

Surian, D., Dunn, A. G., Orenstein, L., Bashir, R., Coiera, E. & Bourgeois, F. T., 1 Mar 2018, In : Journal of Biomedical Informatics. 79, p. 32-40 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Factorization
Clinical Trials
Type 2 Diabetes Mellitus
Principal Component Analysis
Workload

Automated screening of research studies for systematic reviews using study characteristics

Tsafnat, G., Glasziou, P., Karystianis, G. & Coiera, E., 25 Apr 2018, In : Systematic Reviews. 7, 1, p. 1-9 9 p., 64.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Research
Automation
Observational Studies
Population
Supervised Machine Learning

Conversational agents in healthcare: a systematic review

Laranjo da Silva, L., Dunn, A. G., Tong, H. L., Kocaballi, A. B., Chen, J., Bashir, R., Surian, D., Gallego, B., Magrabi, F., Lau, A. Y. S. & Coiera, E., 1 Sep 2018, In : Journal of the American Medical Informatics Association. 25, 9, p. 1248–1258 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Language
Delivery of Health Care
Health
Randomized Controlled Trials
Patient Safety

Delay in reviewing test results prolongs hospital length of stay: a retrospective cohort study

Ong, M. S., Magrabi, F. & Coiera, E., 16 May 2018, In : BMC Health Services Research. 18, 1, p. 1-8 8 p., 369.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Length of Stay
Cohort Studies
Retrospective Studies
Inpatients
Urban Hospitals

Does health informatics have a replication crisis?

Coiera, E., Ammenwerth, E., Georgiou, A. & Magrabi, F., Aug 2018, In : Journal of the American Medical Informatics Association : JAMIA. 25, 8, p. 963-968 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Informatics
Health
Research
Medical Psychology
Costs and Cost Analysis

Evaluating the efficiency and safety of speech recognition within a commercial electronic health record system: a replication study

Hodgson, T., Magrabi, F. & Coiera, E., 1 Apr 2018, In : Applied clinical informatics. 9, 2, p. 326-335 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Electronic Health Records
Speech recognition
Health
Safety
Documentation

Evaluating the usability of speech recognition to create clinical documentation using a commercial electronic health record

Hodgson, T., Magrabi, F. & Coiera, E., 1 May 2018, In : International Journal of Medical Informatics. 113, p. 38-42 5 p.

Research output: Contribution to journalArticleResearchpeer-review

Electronic Health Records
Documentation
Training Support
Statistical Factor Analysis
Hospital Emergency Service

How safe is mhealth? Concerns about patient-facing mobile health applications and their consequences

Akbar, S., Coiera, E. & Magrabi, F., 18 Sep 2018, In : International Journal for Quality in Health Care. 30, Supplement 2, p. 49-50 2 p., ISQUA18-1534.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Mobile Applications
Telemedicine
Safety
Health
Bibliographic Databases

Measuring user experience in conversational interfaces: a comparison of six questionnaires

Kocaballi, A. B., Laranjo da Silva, L. & Coiera, E., Nov 2018, Proceedings of 32nd BCS Human Computer Interaction Conference (HCI 2018). Bond, R., Mulvenna, M., Wallace, J. & Black, M. (eds.). Belfast: BCS, The Chartered Institute for IT, p. 1-12 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access

Patient work from a context and time use perspective: a mixed-methods study protocol

Yin, K., Harms, T., Ho, K., Rapport, F., Vagholkar, S., Laranjo, L., Coiera, E., Gershuny, J. & Lau, A. Y. S., Dec 2018, In : BMJ Open. 8, 12, p. 1-8 8 p., e022163.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Self Care
Interviews
Type 2 Diabetes Mellitus
Comorbidity
Equipment and Supplies

Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital

Maali, Y., Perez-Concha, O., Coiera, E., Roffe, D., Day, R. O. & Gallego, B., 2018, In : BMC Medical Informatics and Decision Making. 18, 1, p. 1-11 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Comorbidity
Logistic Models
Patient Discharge
Urban Hospitals
Psychotic Disorders

Prevalence of disclosed conflicts of interest in biomedical research and associations with journal impact factors and altmetric scores

Grundy, Q., Dunn, A. G., Bourgeois, F. T., Coiera, E. & Bero, L., 23 Jan 2018, In : JAMA: Journal of the American Medical Association. 319, 4, p. 408-409 2 p.

Research output: Contribution to journalLetterResearchpeer-review

Safety concerns with consumer-facing mobile health applications and their consequences.

Akbar, S., Chen, J. A., Laranjo, L., Lau, A. Y. S., Coiera, E. & Magrabi, F., 2018. 2 p.

Research output: Contribution to conferenceAbstractResearchpeer-review

Mobile Applications
Telemedicine
Safety
Patient Safety
Administrative Personnel

Safety of patient-facing digital symptom checkers

Fraser, H., Coiera, E. & Wong, D., 24 Nov 2018, In : Lancet. 392, 10161, p. 2263-2264 2 p.

Research output: Contribution to journalLetterResearchpeer-review

Social media interventions for precision public health: promises and risks

Dunn, A. G., Mandl, K. D. & Coiera, E., 2018, In : npj Digital Medicine. 1, p. 1-4 4 p., 47.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Social Media
Public Health
Politics
Attitude to Health
Preventive Medicine

The digital scribe

Coiera, E., Kocaballi, B., Halamka, J. & Laranjo, L., 2018, In : npj Digital Medicine. 1, p. 1-5 5 p., 58.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Speech recognition
Artificial intelligence
Automation
Lead
Semantics

The effect of cognitive load and task complexity on automation bias in electronic prescribing

Lyell, D., Magrabi, F. & Coiera, E., 1 Nov 2018, In : Human Factors. 60, 7, p. 1008-1021 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Electronic Prescribing
Clinical Decision Support Systems
Automation
automation
electronics
PubMed
Cross-Sectional Studies
Registries
Growth

Using a mobile social networking app to promote physical activity: a qualitative study of users’ perspectives

Tong, H. L., Coiera, E. & Laranjo, L., 21 Dec 2018, In : Journal of Medical Internet Research. 20, 12, p. 1-13 13 p., e11439.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Social Networking
Exercise
Mobile Applications
Automation
Feasibility Studies
2017

A systems science perspective on the capacity for change in public hospitals

Braithwaite, J., Westbrook, J., Coiera, E., Runciman, W. B., Day, R., Hillman, K. & Herkes, J., 24 Mar 2017, In : Israel Journal of Health Policy Research. 6, 1, p. 1-4 4 p., 16.

Research output: Contribution to journalComment/opinionResearchpeer-review

Open Access
File
Public Hospitals
Cultural Characteristics
Organizations

Automating the identification of patient safety incident reports using multi-label classification

Wang, Y., Coiera, E., Runciman, W. & Magrabi, F., 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Gundlapalli, A. V., Jaulent, M-C. & Zhao, D. (eds.). Amsterdam: IOS Press, Vol. 245. p. 609-613 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
Patient Safety
Labels
Classifiers
Patient Handoff
Aggression

Automation bias and verification complexity: a systematic review

Lyell, D. & Coiera, E., 1 Mar 2017, In : Journal of the American Medical Informatics Association. 24, 2, p. 423-431 9 p.

Research output: Contribution to journalReview articleResearchpeer-review

Automation
Delivery of Health Care
Information Storage and Retrieval
Automatic Data Processing

Automation bias in electronic prescribing

Lyell, D., Magrabi, F., Raban, M. Z., Pont, L. G., Baysari, M. T., Day, R. O. & Coiera, E., 16 Mar 2017, In : BMC Medical Informatics and Decision Making. 17, 1, p. 1-10 10 p., 28.

Research output: Contribution to journalArticleResearchpeer-review

Electronic Prescribing
Clinical Decision Support Systems
Automation
Clinical Medicine
Automatic Data Processing

Conclusions in systematic reviews of mammography for breast cancer screening and associations with review design and author characteristics

Raichand, S., Dunn, A. G., Ong, M. S., Bourgeois, F. T., Coiera, E. & Mandl, K. D., 22 May 2017, In : Systematic Reviews. 6, 1, p. 1-8 8 p., 105.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Mammography
Early Detection of Cancer
Breast Neoplasms
Age Groups
Odds Ratio

Design and implementation of behavioral informatics interventions

Laranjo, L., Lau, A. & Coiera, E., 1 Jan 2017, Cognitive informatics in health and biomedicine: understanding and modeling health behaviors. Patel, V. L., Arocha, J. F. & Ancker, J. S. (eds.). Springer, Springer Nature, p. 13-42 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Informatics
Chronic Disease
Social Media
Technology
Cell Phones

Effectiveness of an electronic patient-centred self-management tool for gout sufferers: a cluster randomised controlled trial protocol

Day, R. O., Frensham, L. J., Nguyen, A. D., Baysari, M. T., Aung, E., Lau, A. Y. S., Zwar, N., Reath, J., Laba, T., Li, L., McLachlan, A., Runciman, W. B., Buchbinder, R., Clay-Williams, R., Coiera, E., Braithwaite, J., McNeil, H. P., Hunter, D. J., Pile, K. J., Portek, I. & 2 othersWilliams, K. M. & Westbrook, J. I., 1 Oct 2017, In : BMJ Open. 7, 10, p. 1-12 12 p., e017281.

Research output: Contribution to journalReview articleResearchpeer-review

Open Access
File
Gout
Self Care
Clinical Protocols
Uric Acid
Randomized Controlled Trials

Efficiency and safety of speech recognition for documentation in the electronic health record

Hodgson, T., Magrabi, F. & Coiera, E., 1 Nov 2017, In : Journal of the American Medical Informatics Association. 24, 6, p. 1127-1133 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Electronic Health Records
Documentation
Efficiency
Safety
Systems Integration

Engineering technology resilience through informatics safety science

Coiera, E., Magrabi, F. & Talmon, J., 1 Mar 2017, In : Journal of the American Medical Informatics Association. 24, 2, p. 244-245 2 p.

Research output: Contribution to journalArticleResearchpeer-review

Linking clinical quality indicators to research evidence - a case study in asthma management for children

Choong, M. K., Tsafnat, G., Hibbert, P., Runciman, W. B. & Coiera, E., 21 Jul 2017, In : BMC Health Services Research. 17, p. 1-7 7 p., 502.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Asthma
Randomized Controlled Trials
Research
Unified Medical Language System
Outcome Assessment (Health Care)

Linking quality indicators to clinical trials: an automated approach

Coiera, E., Choong, M. K., Tsafnat, G., Hibbert, P. & Runciman, W. B., 2017, In : International Journal for Quality in Health Care. 29, 4, p. 571-578 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Clinical Trials
Quality of Health Care
Outcome Assessment (Health Care)
Data Mining
Quality Improvement

Mapping information exposure on social media to explain differences in HPV vaccine coverage in the United States

Dunn, A. G., Surian, D., Leask, J., Dey, A., Mandl, K. D. & Coiera, E., 25 May 2017, In : Vaccine. 35, 23, p. 3033-3040 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Social Media
Papillomavirus Vaccines
social networks
Papillomaviridae
Vaccines