Making authentic: exploring boundary objects and bricolage in knowledge mobilisation through National Health Service-university partnerships
Open accessAbstract
Background: In healthcare, bridging the research-to-practice gap is a top priority. Knowledge mobilisation scholars suggest that this gap can be closed through collaboration between knowledge users and producers. The concept of boundary objects – shared things and ideas that enable communication – has gained popularity across various collaborative work practices, but their potential within knowledge mobilisation in health care is understudied. An ongoing challenge for designers of boundary objects is how to create objects that are valued and shared both in principle and in practice. Aims and objectives: This paper reports on a study of boundary objects used during knowledge mobilisation through NHS-university partnerships called Collaborations for Leadership in Applied Health Research and Care (CLAHRCs). The distinction is investigated between boundary objects-in-theory and boundary objects-in-use, considering whether the latter possess specific characteristics which make them more effective during knowledge mobilisation. Methods: A qualitative case study of three CLAHRCs was conducted. Twenty-one people employed as ‘boundary spanners’ were interviewed to explore whether boundary objects played a role in knowledge mobilisation. Findings: The most effective boundary objects-in-use were co-produced through a process of bricolage. These possessed high levels of meaningfulness and resonance, and reconciled multiple user perspectives. Together these properties contributed to the overall authenticity of boundary objects-in-use. Discussion and conclusion: This paper helps to explain why designated boundary objects frequently fail in practice, and why there is a need to focus on understanding boundary objects based on symbolic, rather than structural, dimensions.
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This ongoing collaborative process promotes active, iterative engagement from all stakeholders and aligns with effective knowledge mobilisation practices.
“This ongoing collaborative process promotes active, iterative engagement from all stakeholders and aligns with effective knowledge mobilisation practices [47, 62].”
From The Complex and Multifaceted Nature of Social Media: Perspectives From Young Adolescents, Parents and Experts (2026) · cites this paper as [62]
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Cites
Qualitative research and evaluation methods
Patton, M. Q. (1980) · Cited by 35,637 · see citing works
A Dynamic Theory of Organizational Knowledge Creation
Nonaka, I. (1994) · Organization Science · doi:10.1287/orsc.5.1.14 · Cited by 17,809 · see citing works
Damschroder, L. J., Aron, D. C., Keith, R. E., Kirsh, S. R., Alexander, J. A., & Lowery, J. C. (2009) · Implementation Science · doi:10.1186/1748-5908-4-50 · Cited by 14,496 · see citing works
Star, S. L., & Griesemer, J. R. (1989) · Social Studies of Science · doi:10.1177/030631289019003001 · Cited by 10,847 · see citing works
Diffusion of Innovations in Service Organizations: Systematic Review and Recommendations
GREENHALGH, T., ROBERT, G., MACFARLANE, F., BATE, P., & KYRIAKIDOU, O. (2004) · The Milbank Quarterly · doi:10.1111/j.0887-378x.2004.00325.x · Cited by 7,448 · see citing works
Sorting Things Out: Classification and Its Consequences
Bowker, G. C., & Star, S. L. (1999) · doi:10.7551/mitpress/6352.001.0001 · Cited by 6,188 · see citing works
Qualitative data analysis for applied policy research
(2002) · Analyzing Qualitative Data · doi:10.4324/9780203413081-14 · Cited by 4,964 · see citing works
Lost in knowledge translation: Time for a map?
Graham, I. D., Logan, J., Harrison, M. B., Straus, S. E., Tetroe, J., Caswell, W., & Robinson, N. (2006) · Journal of Continuing Education in the Health Professions · doi:10.1002/chp.47 · Cited by 4,705 · see citing works
Creating Something from Nothing: Resource Construction through Entrepreneurial Bricolage
Baker, T., & Nelson, R. E. (2005) · Administrative Science Quarterly · doi:10.2189/asqu.2005.50.3.329 · Cited by 4,157 · see citing works
Administrative Science Quarterly
Miewald, R. D. (1981) · The American Review of Public Administration · doi:10.1177/027507408101500109 · Cited by 3,793 · see citing works
A Pragmatic View of Knowledge and Boundaries: Boundary Objects in New Product Development
Carlile, P. R. (2002) · Organization Science · doi:10.1287/orsc.13.4.442.2953 · Cited by 3,481 · see citing works
Martín, L. Á. G., & Ronda‐Pupo, G. A. (2016) · Palgrave Macmillan UK eBooks · doi:10.1057/978-1-349-94848-2_565-1 · Cited by 3,057 · see citing works
This is Not a Boundary Object: Reflections on the Origin of a Concept
Star, S. L. (2010) · Science Technology & Human Values · doi:10.1177/0162243910377624 · Cited by 2,404 · see citing works
Enabling the implementation of evidence based practice: a conceptual framework.
Kitson, A., Harvey, G., & McCormack, B. (1998) · Quality in Health Care · doi:10.1136/qshc.7.3.149 · Cited by 1,985 · see citing works
International Journal of Nursing Studies
(2000) · Nursing Older People · doi:10.7748/nop.11.10.26.s15 · Cited by 1,931 · see citing works
Re-thinking science: knowledge and the public in an age of uncertainty
(2001) · Choice Reviews Online · doi:10.5860/choice.39-0899 · Cited by 1,830 · see citing works
Science as practice and culture
(1992) · Choice Reviews Online · doi:10.5860/choice.30-2045 · Cited by 1,409 · see citing works
Levina, N., & Vaast, E. (2005) · MIS Quarterly · doi:10.2307/25148682 · Cited by 1,281 · see citing works
International Journal of Project Management
Turner, J. (2003) · International Journal of Project Management · doi:10.1016/s0263-7863(03)00062-0 · Cited by 1,179 · see citing works
Gabbay, J., & May, A. L. (2004) · BMJ · doi:10.1136/bmj.329.7473.1013 · Cited by 986 · see citing works
How users matter : The co-construction of users and technologies
Oudshoorn, N., & Pinch, T. (2003) · University of Twente Research Information · Cited by 839 · see citing works
Mcelroy, A., & Ba, E. (2010) · Journal of Clinical Nursing · doi:10.1111/(issn)1365-2702 · Cited by 640 · see citing works
Briers, M., & Chua, W. F. (2001) · Accounting Organizations and Society · doi:10.1016/s0361-3682(00)00029-5 · Cited by 637 · see citing works
An exploration of the factors that influence the implementation of evidence into practice
Rycroft‐Malone, J., Harvey, G., Seers, K., Kitson, A., McCormack, B., & Titchen, A. (2004) · Journal of Clinical Nursing · doi:10.1111/j.1365-2702.2004.01007.x · Cited by 623 · see citing works
Self-citationHillman, A. J., Zardkoohi, A., & Bierman, L. (1999) · Strategic Management Journal · doi:10.1002/(sici)1097-0266(199901)20:1 · Cited by 618 · see citing works
Henderson, K. (1991) · Science Technology & Human Values · doi:10.1177/016224399101600402 · Cited by 590 · see citing works
Towards a Foundation of Bricolage in Organization and Management Theory
Duymedjian, R., & Rüling, C.-C. (2010) · Organization Studies · doi:10.1177/0170840609347051 · Cited by 494 · see citing works
Case Study Research in Practice
Winship, G. (2010) · Journal of Psychiatric and Mental Health Nursing · doi:10.1111/j.1365-2850.2009.01504.x · Cited by 460 · see citing works
A guide to knowledge translation theory
Estabrooks, C. A., Thompson, D. S., Lovely, J. J. E., & Hofmeyer, A. (2006) · Journal of Continuing Education in the Health Professions · doi:10.1002/chp.48 · Cited by 435 · see citing works
(1986) · European Management Journal · doi:10.1016/s0263-2373(86)80049-4 · Cited by 435 · see citing works
Duarte, N. E. (1954) · JAMA · doi:10.1001/jama.1954.02950080049036 · Cited by 430 · see citing works
Science, Technology, & Human Values
Pelizza, A. (2021) · Cited by 421 · see citing works
Blase, K. A., Van Dyke, M., Fixsen, D. L., & Bailey, F. W. (2012) · Handbook of Implementation Science for Psychology in Education · doi:10.1017/cbo9781139013949.004 · Cited by 395 · see citing works
Versteeg, M. H., Laurant, M. G., Franx, G. C., Jacobs, A. J., & Wensing, M. J. (2012) · Implementation Science · doi:10.1186/1748-5908-7-1 · Cited by 382 · see citing works
The Sociology of Health and Illness
Bury, M. R., & Gabe, J. (2013) · Routledge eBooks · doi:10.4324/9781315013015 · Cited by 328 · see citing works
How to do your case study: a guide for students and researchers
Webb, P. T. (2012) · Educational Review · doi:10.1080/00131911.2012.697727 · Cited by 308 · see citing works
Science, Technology, and Human Values
Hinshaw, V. G., & Benjamin, A. C. (1966) · The Journal of Higher Education · doi:10.2307/1978994 · Cited by 301 · see citing works
Proceedings of the American Society for Information Science and Technology
American Society for Information Science and Technology (2006) · Proceedings of the American Society for Information Science and Technology · doi:10.1002/(issn)1550-8390 · Cited by 273 · see citing works
On distributed artificial intelligence
Eduardo, L., & Hern, C. (1988) · The Knowledge Engineering Review · doi:10.1017/s0269888900004367 · Cited by 249 · see citing works
Managing knowledge in the healthcare sector. A review
Nicolini, D., powell, J. A., Conville, P., & Martinez-Solano, L. E. (2007) · International Journal of Management Reviews · doi:10.1111/j.1468-2370.2007.00219.x · Cited by 236 · see citing works
Boundary Objects, Social Meanings and the Success of New Technologies
Fox, N. J. (2011) · Sociology · doi:10.1177/0038038510387196 · Cited by 235 · see citing works
Journal of Continuing Education in the Health Professions
Rancich, A. M., Pérez, M. L., Morales, C., & Gelpi, R. J. (2006) · Journal of Continuing Education in the Health Professions · doi:10.1002/(issn)1554-558x · Cited by 233 · see citing works
Revisiting the notion of boundary object
Trompette, P., & Vinck, D. (2009) · Revue d anthropologie des connaissances · doi:10.3917/rac.006.0003 · Cited by 208 · see citing works
Boundary object use in cross-cultural software development teams
Barrett, M., & Oborn, E. (2010) · Human Relations · doi:10.1177/0018726709355657 · Cited by 194 · see citing works
Baumbusch, J., Kirkham, S. R., Khan, K. B., McDonald, H., Semeniuk, P., Tan, E., & Anderson, J. M. (2008) · Research in Nursing & Health · doi:10.1002/nur.20242 · Cited by 192 · see citing works
Coordinating Heterogeneous Work: Information and Representation in Medical Care
Reddy, M. C., Dourish, P., & Pratt, W. (2005) · Kluwer Academic Publishers eBooks · doi:10.1007/0-306-48019-0_13 · Cited by 187 · see citing works
Rycroft‐Malone, J., Burton, C. R., Wilkinson, J. E., Harvey, G., McCormack, B. G., Baker, R., Dopson, S., Graham, I. D., Staniszewska, S. H., Thompson, C. A., et al. (2015) · Implementation Science · doi:10.1186/s13012-016-0380-z · Cited by 171 · see citing works
Self-citationFrom boundary concept to boundary object: The practice and politics of care pathway development
Allen, D. A. (2009) · Social Science & Medicine · doi:10.1016/j.socscimed.2009.05.002 · Cited by 170 · see citing works
Cunha, M. P. E., Clegg, S. R., & Mendonça, S. (2010) · European Management Journal · doi:10.1016/j.emj.2010.07.001 · Cited by 164 · see citing works
Hull, L., Athanasiou, T., & Russ, S. (2016) · Annals of Surgery · doi:10.1097/sla.0000000000002013 · Cited by 159 · see citing works
Using bricolage to integrate business and information technology innovation in SMEs
Ferneley, E. H., & Bell, F. (2005) · Technovation · doi:10.1016/j.technovation.2005.03.005 · Cited by 144 · see citing works
International Journal of Management Reviews
(2010) · International Journal of Management Reviews · doi:10.1111/(issn)1468-2370 · Cited by 133 · see citing works
(2002) · Information Technology and People · doi:10.1108/itp.2002.15.3.270.3 · Cited by 130 · see citing works
Ackerman, M. S., & Halverson, C. A. (2004) · Computer Supported Cooperative Work (CSCW) · doi:10.1023/b:cosu.0000045805.77534.2a · Cited by 113 · see citing works
Health Services and Delivery Research
Cullen, A. E., Achilla, E., Baker, J., Khondoker, M., Koeser, L., Moylan, L., Pettit, S., Quirk, A., Sethi, F., & Tulloch, A. (2017) · Health Services and Delivery Research · doi:10.3310/hs-dr · Cited by 111 · see citing works
Kislov, R., Harvey, G., & Walshe, K. (2011) · Implementation Science · doi:10.1186/1748-5908-6-64 · Cited by 102 · see citing works
Hussey, J., & Hussey, R. (1997) · doi:10.1007/978-1-349-25262-6_8 · Cited by 99 · see citing works
Collaborative research between clinicians and researchers: a multiple case study of implementation
Blevins, D., Farmer, M. S., Edlund, C. N., Sullivan, G., & Kirchner, J. E. (2010) · Implementation Science · doi:10.1186/1748-5908-5-76 · Cited by 89 · see citing works
Developing organizational learning in the NHS
Nutley, S., & Davies, H. T. O. (2001) · Medical Education · doi:10.1046/j.1365-2923.2001.00834.x · Cited by 87 · see citing works
Role of boundary objects in negotiations of project contracts
Koskinen, K. U., & Mäkinen, S. (2008) · International Journal of Project Management · doi:10.1016/j.ijproman.2007.10.006 · Cited by 75 · see citing works
Allen, D. A. (2014) · Sociology of Health & Illness · doi:10.1111/1467-9566.12111 · Cited by 72 · see citing works
Rycroft‐Malone, J., Burton, C. R., Wilkinson, J. E., Harvey, G., McCormack, B. G., Baker, R., Dopson, S., Graham, I. D., Staniszewska, S. H., Thompson, C. A., et al. (2015) · Health Services and Delivery Research · doi:10.3310/hsdr03440 · Cited by 64 · see citing works
Self-citationRevue d'anthropologie des connaissances
(2025) · Revue d anthropologie des connaissances · doi:10.3917/rac · Cited by 63 · see citing works
Cooke, J., Ariss, S., Smith, C., & Read, J. (2015) · Health Research Policy and Systems · doi:10.1186/s12961-015-0014-y · Cited by 60 · see citing works
(2020) · Springer eBooks · doi:10.1007/978-3-030-39903-0_300951 · Cited by 44 · see citing works
Collaboration in Public Policy and Practice: Perspectives on Boundary Spanners
Kennedy, J. (2012) · Local Government Studies · doi:10.1080/03003930.2012.745309 · Cited by 42 · see citing works
Seeing need and developing care: exploring knowledge for and from practice
Clarke, C. L., & Wilcockson, J. (2002) · International Journal of Nursing Studies · doi:10.1016/s0020-7489(01)00038-4 · Cited by 37 · see citing works
Creating shared design thinking process for collaborative design
Du, J., Jing, S., & Liu, J. (2011) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2011.02.014 · Cited by 34 · see citing works
Computer Supported Cooperative Work (CSCW)
(2006) · Kluwer Academic Publishers eBooks · doi:10.1007/0-306-46972-3_3 · Cited by 34 · see citing works
Knowledge Translation in Healthcare: A review of the literature
Oborn, E., Barrett, M. P., & Racko, G. (2010) · Cited by 31 · see citing works
The influence of boundary objects on group collaboration in construction project teams
Phelps, A. F., & Reddy, M. C. (2009) · ACM International Conference on Supporting Group Work (GROUP) · doi:10.1145/1531674.1531693 · Cited by 27 · see citing works
Winget, M. (2007) · Proceedings of the American Society for Information Science and Technology · doi:10.1002/meet.1450440238 · Cited by 7 · see citing works
Boundary-Spanning Documents in Online FLOSS Communities: Does One Size Fit All?
Østerlund, C. S., & Crowston, K. (2013) · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · doi:10.1109/hicss.2013.119 · Cited by 6 · see citing works
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- Melville-Richards, L. (2015) Exploring and Explaining the Role of Boundary Objects in Implementation through the National Institute of Health Research's Collaborations for Leadership in Applied Health Research and Care (NIHR CLAHRCs) PhD Thesis Prifysgol Bangor University, http://e.bangor.ac.uk/10896/
- N. Oudshoorn, T. Pinch (Cambridge, MA: MIT Press ), pp 151-171.
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Grindell, C., Coates, E. J., Croot, L., & O’Cathain, A. (2022) · Research Square · doi:10.21203/rs.3.rs-1257056/v1 · Cited by 5 · see citing works
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- Authors
- Melville-Richards, L., Rycroft-Malone, J., Burton, C., & Wilkinson, J.
- Affiliations
- Bangor University (GB)
- Lancaster University, UK
- Canterbury Christ Church University (GB)
- University of Stirling (GB)
- Venue
- Evidence & Policy
- Publisher
- Bristol University Press
- Published
- 2020-11
- Volume
- 16
- Issue
- 4
- Pages
- 517-539
- ISSN
- 1744-2648 (ISSN-L)
- 1744-2656
- OpenAlex
- W2965427431
- Cited by
- 26
- References
- 73
- Citations by year
- 2026: 5 · 2025: 4 · 2024: 1 · 2023: 8 · 2022: 4 · 2021: 1 · 2020: 2 · 2019: 1
- FWCI
- 2.73
- Type
- journal article
- Language
- en
- Open access
- green
- eprints.lancs.ac.uk
- Locations
- Evidence & Policy (publishedVersion)
- Lancaster EPrints (Lancaster University) (submittedVersion)
- UEA Digital Repository (University of East Anglia) (submittedVersion)
- Stirling Online Research Repository (University of Stirling) (submittedVersion, public-domain)
- Bangor University Research Portal (Bangor University) (submittedVersion, other-oa)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Social Sciences › Decision Sciences › Information Systems and Management › Interdisciplinary Research and Collaboration
- Social Sciences › Sociology and Political Science › Information Systems Theories and Implementation
- Keywords
- boundary objects, bricolage, knowledge mobilization, research-practice gap, boundary spanners, co-production, authenticity, health research collaboration
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