Technology to Support Integrated Antimicrobial Stewardship Programs: A User Centered and Stakeholder Driven Development Approach
Open accessAbstract
The rise of antimicrobial resistance (AMR) is a severe global health problem. Tackling this problem requires the prudent prescribing of antimicrobials. This is promoted through Antimicrobial Stewardship Programs (ASPs). In this position paper we describe i) how a socio-technical multidisciplinary approach (based on the CeHRes Roadmap) can be applied in the development and implementation of Antimicrobial Stewardship technologies and ii) how this approach can be of value to support Antimicrobial Stewardship in practice. The CeHRes Roadmap entails five different phases to explore and test how an eHealth technology can be tailored to the target group and successfully implemented in practice: i) contextual inquiry, ii) value specification, iii) design, iv) operationalization, v) evaluation. In this position paper we describe the lessons learned from research and practice to guide future developments of technology based ASP interventions. Since AMR is a huge wicked problem on a global level, it requires innovative methods and models to empower general public and professionals to be proactive rather than reactive in a digitalized world. We highlight how to combat the dangerous rise of antimicrobial resistance in the future.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Multiple studies indicated that values or requirements of the to-be-developed eHealth technology can be used to guide usability tests.
“Third, in multiple studies, authors indicated that values or requirements of the to-be-developed eHealth technology can be used to guide usability tests.”
From Methods for Human-Centered eHealth Development: Narrative Scoping Review (2022) · cites this paper as [8]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Antibiotic resistance threats in the United States, 2019
(U.S.), C. F. D. C. A. P. (2019) · doi:10.15620/cdc:82532 · Cited by 5,782 · see citing works
Persuasive Systems Design: Key Issues, Process Model, and System Features
Oinas-Kukkonen, H., & Harjumaa, M. (2009) · Communications of the Association for Information Systems · doi:10.17705/1cais.02428 · Cited by 1,663 · see citing works
A Holistic Framework to Improve the Uptake and Impact of eHealth Technologies
van Gemert-Pijnen, J. E., Nijland, N., van Limburg, M., Ossebaard, H. C., Kelders, S. M., Eysenbach, G., & Seydel, E. R. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1672 · Cited by 1,126 · see citing works
Antimicrobial Stewardship Programs in Health Care Systems
MacDougall, C., & Polk, R. E. (2005) · Clinical Microbiology Reviews · doi:10.1128/cmr.18.4.638-656.2005 · Cited by 705 · see citing works
Pollack, L. A., & Srinivasan, A. (2014) · Clinical Infectious Diseases · doi:10.1093/cid/ciu542 · Cited by 576 · see citing works
Information Architecture for the World Wide Web: Designing Large-Scale Web Sites
Morville, P., & Rosenfeld, L. (2002) · Cited by 202 · see citing works
An Integrated Stewardship Model: Antimicrobial, Infection Prevention and Diagnostic (AID)
Dik, J.-W. H., Poelman, R., Friedrich, A. W., Panday, P. V. N., Foe, J. R. L. T., van Assen, S., van Gemert‐Pijnen, J. E. W. C., Niesters, H. G. M., Hendrix, R., & Sinha, B. N. M. (2015) · Future Microbiology · doi:10.2217/fmb.15.99 · Cited by 95 · see citing works
Self-citationAutomated Surveillance for Healthcare-Associated Infections: Opportunities for Improvement
van Mourik, M. S. M., Troelstra, A., van Solinge, W. W., Moons, K. G. M., & Bonten, M. J. M. (2013) · Clinical Infectious Diseases · doi:10.1093/cid/cit185 · Cited by 76 · see citing works
Participatory eHealth development to support nurses in antimicrobial stewardship
Wentzel, J., van Velsen, L., van Limburg, M., de Jong, N., Karreman, J., Hendrix, R., & van Gemert-Pijnen, J. J. E. W. C. (2014) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-14-45 · Cited by 73 · see citing works
Self-citationvan Limburg, M., Wentzel, J., Sanderman, R., & van Gemert-Pijnen, L. (2015) · JMIR Research Protocols · doi:10.2196/resprot.4519 · Cited by 59 · see citing works
Self-citationvan Woezik, A. F. G., Braakman-Jansen, L. M. A., Kulyk, O., Siemons, L., & van Gemert-Pijnen, J. E. W. C. (2016) · Antimicrobial Resistance & Infection Control · doi:10.1186/s13756-016-0119-2 · Cited by 57 · see citing works
Self-citationvan Limburg, M., Sinha, B. N. M., Lo-Ten-Foe, J. R., et al. (2014) · Antimicrobial Resistance and Infection Control · doi:10.1186/2047-2994-3-33 · Cited by 29 · see citing works
Jong, N. B.-D., Eikelenboom-Boskamp, A., Voß, A., et al. (2014) · Advances in life sciences · Cited by 16 · see citing works
Streefkerk, R. H. R. A., Moorman, P. W., Parlevliet, G. A., et al. (2014) · Infection Control and Hospital Epidemiology · doi:10.1086/676868 · Cited by 12 · see citing works
Streefkerk, R. H. R. A., Borsboom, G., van der Hoeven, C. P., et al. (2014) · Infection Control and Hospital Epidemiology · doi:10.1086/676869 · Cited by 11 · see citing works
Keeping an eye on the context: participatory development of eHealth to support clinical practice
Wentzel, J. (2015) · doi:10.3990/1.9789036539784 · Cited by 6 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 2
- [13]Beerlage-de Jong N Wentzel MJ Dik JW Opening the black box of clinical decision support systems for antimicrobial stewardship - a scoping review. Int J Medical Informatics.
- [16]Limburg MV Ossebaard HC Wentzel J Gemert-Pijnen LV, eds. Co-creating with stakeholders: ideating eHealth applications to support antibiotic stewardship in hospitals. eTELEMED 2016: The Eighth International Conference on eHealth, Telemedicine, and Social Medicine 2016; Venice, Italy: IARIA.
Cited by
Sorted by citations
Methods for Human-Centered eHealth Development: Narrative Scoping Review
Kip, H., Keizer, J., da Silva, M. C., Beerlage-de Jong, N., Köhle, N., & Kelders, S. M. (2022) · Journal of Medical Internet Research · doi:10.2196/31858 · Cited by 67 · see citing works
Self-citationMethods for Human-Centered eHealth Development: Narrative Scoping Review (Preprint)
Kip, H., Keizer, J., da Silva, M. C., Beerlage-de Jong, N., Köhle, N., & Kelders, S. M. (2021) · doi:10.2196/preprints.31858 · Cited by 67 · see citing works
Kip, H., Kelders, S. M., Bouman, Y. H. A., & van Gemert-Pijnen, L. J. E. W. C. (2019) · Journal of Medical Internet Research · doi:10.2196/12972 · Cited by 40 · see citing works
Self-citationBreeman, L. D., Keesman, M., Atsma, D. E., Chavannes, N. H., Janssen, V., van Gemert-Pijnen, L., Kemps, H., Kraaij, W., Rauwers, F., Reijnders, T., et al. (2021) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2020.104364 · Cited by 37 · see citing works
Self-citation
- Authors
- Beerlage-de Jong, N., Van Gemert-Pijnen, L., Wentzel, J., Hendrix, R., & Siemons, L.
- Affiliations
- University of Twente (NL)
- University Medical Center Groningen (NL)
- Venue
- Infectious Disease Reports
- Publisher
- MDPI AG
- Published
- 2017-03-30
- Volume
- 9
- Issue
- 1
- Pages
- 6829
- ISSN
- 2036-7430 (ISSN-L)
- 2036-7449
- PMC
- PMC5391533
- OpenAlex
- W2598556307
- Cited by
- 28
- References
- 17
- Citations by year
- 2026: 3 · 2025: 2 · 2024: 4 · 2023: 3 · 2022: 3 · 2021: 4 · 2020: 3 · 2019: 4 · 2018: 1 · 2017: 1
- FWCI
- 1.86
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc-nd
- creativecommons.org/licenses/by/4.0/ (vor)
- Locations
- Infectious Disease Reports (publishedVersion, cc-by-nc-nd)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (publishedVersion, cc-by-nc)
- University of Twente Research Information (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion, other-oa)
- University of Twente Research Information (submittedVersion, other-oa)
- Funders
- Interreg
- Topics
- Life Sciences › Immunology and Microbiology › Applied Microbiology and Biotechnology › Antibiotic Use and Resistance
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Keywords
- antimicrobial stewardship programs, antimicrobial resistance, eHealth technologies, socio-technical approach, user-centered design, stakeholder engagement, wicked problems, implementation in practice
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
