Evaluating complex interventions in context: systematic, meta-narrative review of case study approaches
Open accessAbstract
Background: There is a growing need for methods that acknowledge and successfully capture the dynamic interaction between context and implementation of complex interventions. Case study research has the potential to provide such understanding, enabling in-depth investigation of the particularities of phenomena. However, there is limited guidance on how and when to best use different case study research approaches when evaluating complex interventions. This study aimed to review and synthesise the literature on case study research across relevant disciplines, and determine relevance to the study of contextual influences on complex interventions in health systems and public health research. Methods: Systematic meta-narrative review of the literature comprising (i) a scoping review of seminal texts (n = 60) on case study methodology and on context, complexity and interventions, (ii) detailed review of empirical literature on case study, context and complex interventions (n = 71), and (iii) identifying and reviewing ‘hybrid papers’ (n = 8) focused on the merits and challenges of case study in the evaluation of complex interventions. Results: We identified four broad (and to some extent overlapping) research traditions, all using case study in a slightly different way and with different goals: 1) developing and testing complex interventions in healthcare; 2) analysing change in organisations; 3) undertaking realist evaluations; 4) studying complex change naturalistically. Each tradition conceptualised context differently—respectively as the backdrop to, or factors impacting on, the intervention; sets of interacting conditions and relationships; circumstances triggering intervention mechanisms; and socially structured practices. Overall, these traditions drew on a small number of case study methodologists and disciplines. Few studies problematised the nature and boundaries of ‘the case’ and ‘context’ or considered the implications of such conceptualisations for methods and knowledge production. Conclusions: Case study research on complex interventions in healthcare draws on a number of different research traditions, each with different epistemological and methodological preferences. The approach used and consequences for knowledge produced often remains implicit. This has implications for how researchers, practitioners and decision makers understand, implement and evaluate complex interventions in different settings. Deeper engagement with case study research as a methodology is strongly recommended.
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.
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
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
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
Self-citationDesigning Social Inquiry: Scientific Inference in Qualitative Research
King, G., Keohane, R. O., & Verba, S. (1994) · Princeton University Press · doi:10.1515/9781400821211 · Cited by 7,225 · see citing works
Process evaluation of complex interventions: Medical Research Council guidance
Moore, G. F., Audrey, S., Barker, M., Bond, L., Bonell, C., Hardeman, W., Moore, L., O'Cathain, A., Tinati, T., Wight, D., et al. (2015) · BMJ · doi:10.1136/bmj.h1258 · Cited by 6,204 · see citing works
Framework for design and evaluation of complex interventions to improve health
Campbell, M. (2000) · BMJ · doi:10.1136/bmj.321.7262.694 · Cited by 3,474 · see citing works
Realist review - a new method of systematic review designed for complex policy interventions
Pawson, R., Greenhalgh, T., Harvey, G., & Walshe, K. (2005) · Journal of Health Services Research & Policy · doi:10.1258/1355819054308530 · Cited by 3,190 · see citing works
Self-citationBurawoy, M. (1998) · Sociological Theory · doi:10.1111/0735-2751.00040 · Cited by 2,916 · see citing works
Crowe, S., Cresswell, K., Robertson, A., Huby, G., Avery, A., & Sheikh, A. (2011) · BMC Medical Research Methodology · doi:10.1186/1471-2288-11-100 · Cited by 2,697 · see citing works
The Comparative Method: Moving Beyond Qualitative and Quantitative Strategies
Ragin, C. C. (2014) · doi:10.1525/9780520957350 · Cited by 2,130 · see citing works
The need for a complex systems model of evidence for public health
Rutter, H., Savona, N., Glonti, K., Bibby, J., Cummins, S., Finegood, D. T., Greaves, F., Harper, L., Hawe, P., Moore, L., et al. (2017) · The Lancet · doi:10.1016/s0140-6736(17)31267-9 · Cited by 1,260 · see citing works
Self-citationPfadenhauer, L. M., Gerhardus, A., Mozygemba, K., Lysdahl, K. B., Booth, A., Hofmann, B., Wahlster, P., Polus, S., Burns, J., Brereton, L., et al. (2017) · Implementation Science · doi:10.1186/s13012-017-0552-5 · Cited by 1,016 · see citing works
Case Study Research: Foundations and Methodological Orientations
Harrison, H., Birks, M., Franklin, R., & Mills, J. (2017) · Forum Qualitative Sozialforschung / Forum: Qualitative Social Research · doi:10.17169/fqs-18.1.2655 · Cited by 678 · see citing works
RAMESES publication standards: meta-narrative reviews
Wong, G., Greenhalgh, T., Westhorp, G., Buckingham, J., & Pawson, R. (2013) · BMC Medicine · doi:10.1186/1741-7015-11-20 · Cited by 610 · see citing works
Self-citationCraig, P., Katikireddi, S. V., Leyland, A., & Popham, F. (2017) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031816-044327 · Cited by 570 · see citing works
Moore, G. F., Evans, R. E., Hawkins, J., Littlecott, H., Melendez-Torres, G. J., Bonell, C., & Murphy, S. (2019) · Evaluation · doi:10.1177/1356389018803219 · Cited by 471 · see citing works
Greenhalgh, T., Shaw, S., Wherton, J., Vijayaraghavan, S., Morris, J., Bhattacharya, S., Hanson, P., Campbell-Richards, D., Ramoutar, S., Collard, A., et al. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9897 · Cited by 371 · see citing works
Self-citationCraig, P., Di Ruggiero, E., Frohlich, K. L., Mykhalovskiy, E., White, M., on behalf of the Canadian Institutes of Health Research (CIHR)–National Institute for Health Research (NIHR) Context Guidance Authors Group (listed alphabetically), Campbell, R., Cummins, S., Edwards, N., Hunt, K., et al. (2018) · doi:10.3310/cihr-nihr-01 · Cited by 370 · see citing works
Self-citationWells, M., Williams, B., Treweek, S., Coyle, J., & Taylor, J. (2012) · Trials · doi:10.1186/1745-6215-13-95 · Cited by 297 · see citing works
Wong, G., Greenhalgh, T., Westhorp, G., & Pawson, R. (2014) · Health Services and Delivery Research · doi:10.3310/hsdr02300 · Cited by 276 · see citing works
Self-citationSkivington, K., Matthews, L., Craig, P., Simpson, S., & Moore, L. (2018) · The Lancet · doi:10.1016/s0140-6736(18)32865-4 · Cited by 137 · cited 1× · see citing works
“Broader ways of thinking about and operationalising context are emerging in the healthcare field [13, 17, 27, 93] emphasising, for instance, interventions in complex social systems and even interventions as system changes in themselves [94, 95].”
BackgroundPractical considerations in case study research: the relationship between methodology and process
McDonnell, A., Jones, M. L., & Read, S. (2000) · Journal of Advanced Nursing · doi:10.1046/j.1365-2648.2000.01487.x · Cited by 93 · see citing works
Lamb, J., Dowrick, C., Burroughs, H., Beatty, S., Edwards, S., Bristow, K., Clarke, P., Hammond, J., Waheed, W., Gabbay, M., et al. (2015) · Health Expectations · doi:10.1111/hex.12272 · Cited by 48 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Mobilising context as complex and dynamic in evaluations of complex health interventions
Murdoch, J., Paparini, S., Papoutsi, C., James, H., Greenhalgh, T., & Shaw, S. E. (2023) · BMC Health Services Research · doi:10.1186/s12913-023-10354-5 · Cited by 23 · see citing works
Self-citation
- Authors
- Paparini, S., Papoutsi, C., Murdoch, J., Green, J., Petticrew, M., Greenhalgh, T., & Shaw, S. E.
- Affiliations
- University of Oxford (GB)
- King's College London (GB)
- London School of Hygiene & Tropical Medicine (GB)
- Corresponding author
- Shaw, Sara E.
- Venue
- BMC Medical Research Methodology
- Published
- 2021-10-25
- Volume
- 21
- Issue
- 1
- Pages
- 225-225
- ISSN
- 1471-2288 (ISSN-L)
- PMC
- PMC8543916
- OpenAlex
- W3209048533
- Cited by
- 131
- References
- 22
- Citations by year
- 2026: 29 · 2025: 35 · 2024: 26 · 2023: 31 · 2022: 10
- FWCI
- 3.52
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMC Medical Research Methodology (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Oxford University Research Archive (ORA) (University of Oxford) (submittedVersion, cc-by)
- Funders
- Wellcome Trust (WT104830MA, 221457/Z/20/Z, 203109/Z/16/Z)
- Medical Research Council (MR/S014632/1)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Social Sciences › Decision Sciences › Management Science and Operations Research › Evaluation and Performance Assessment
- Social Sciences › Sociology and Political Science › Qualitative Comparative Analysis Research
- Keywords
- complex interventions, case study research, context, implementation, realist evaluation, organizational change, health systems research, public health research, research traditions, epistemology, knowledge production, intervention evaluation
- MeSH terms
- Delivery of Health Care, Humans, Research Personnel, Narration
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