Methods to Improve the Selection and Tailoring of Implementation Strategies
Open accessAbstract
Implementing behavioral health interventions is a complicated process. It has been suggested that implementation strategies should be selected and tailored to address the contextual needs of a given change effort; however, there is limited guidance as to how to do this. This article proposes four methods (concept mapping, group model building, conjoint analysis, and intervention mapping) that could be used to match implementation strategies to identified barriers and facilitators for a particular evidence-based practice or process change being implemented in a given setting. Each method is reviewed, examples of their use are provided, and their strengths and weaknesses are discussed. The discussion includes suggestions for future research pertaining to implementation strategies and highlights these methods' relevance to behavioral health services and research.
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Creating an implementation plan may help reveal barriers at the community level that could hinder intervention implementation or adherence by participants.
“Creating an ‘implementation plan’ may help reveal barriers at the community level that could hinder intervention implementation or adherence by participants [15, 77].”
From Barriers and facilitators to diet, physical activity and lifestyle behavior intervention adherence: a qualitative systematic review of the literature (2023) · cites this paper as [77]
The Introduction (‘Selecting and tailoring discrete strategies to address contextual needs’; page not available) says implementation planning begins by assessing contextual barriers, including features of the setting and stakeholder preferences. The Intervention mapping section also describes a needs assessment informed by community stakeholders. The paper does not specifically say that creating an implementation plan reveals community-level barriers to participants’ adherence. (LLM, conf=0.84)
Experimental — accuracy not yet measuredRecent implementation research has contributed to the development of guidelines for the selection and tailoring of implementation strategies and a comprehensive classification of implementation strategies, but this is rarely done.
“Although recent implementation research has contributed to the development of guidelines for the selection and tailoring [104] as well as a comprehensive classification [105] of implementation strategies, this is rarely done [106].”
Early identification of possible barriers outside of an individual's control at the intervention level through an implementation plan may help shape design, helping overcome more systematic barriers from the start.
“Early identification of possible barriers outside of an individual’s control at the intervention level through an implementation plan may help shape design, helping overcome more systematic barriers from the start [15, 77].”
From Barriers and facilitators to diet, physical activity and lifestyle behavior intervention adherence: a qualitative systematic review of the literature (2023) · cites this paper as [77]
Few implementation studies appropriately match their implementation and evaluation strategies to contextual factors.
“however, few implementation studies appropriately match their implementation and evaluation strategies to contextual factors.17”
Powell and colleagues outlined four primary methods for matching implementation strategies to barriers: conjoint analysis, intervention mapping, concept mapping, group model building.
“Powell and colleagues have outlined four primary methods for matching implementation strategies to barriers (conjoint analysis, intervention mapping, concept mapping, group model building) [62].”
From Ten recommendations for using implementation frameworks in research and practice (2020) · cites this paper as [62]
Each of the four matching approaches is highly participatory but varies in strengths and weaknesses of application.
“Each approach is highly participatory but varies in strengths and weaknesses of application.”
From Ten recommendations for using implementation frameworks in research and practice (2020) · cites this paper as [62]
Powell et al. proposed Intervention Mapping, concept mapping, conjoint analysis, and system dynamics modeling as methods to aid the design, selection, and tailoring of implementation strategies.
“Powell et al. (55) proposed Intervention Mapping (58), concept mapping (59), conjoint analysis (60), and system dynamics modeling (61) as methods to aid the design, selection, and tailoring of strategies.”
From Enhancing the Impact of Implementation Strategies in Healthcare: A Research Agenda (2019) · cites this paper as [55]
There is a growing body of literature documenting the efficacy of implementation strategies through randomized controlled trials, which have shown impacts on implementation outcomes like adoption and fidelity; however, few studies have examined their effects on sustainability.
“There is a growing body of literature documenting the efficacy of implementation strategies through randomized controlled trials, which have shown impacts on implementation outcomes like adoption and fidelity; however, few studies have examined their effects on sustainability (101, 102).”
From The Sustainability of Evidence-Based Interventions and Practices in Public Health and Health Care (2018) · cites this paper as [101]
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Mental Health Clinicians' Experiences of Implementing Evidence-Based Treatments
Powell, B. J., Hausmann‐Stabile, C., & McMillen, J. C. (2013) · Journal of Evidence-Based Social Work · doi:10.1080/15433714.2012.664062 · Cited by 50 · see citing works
Self-citationCochrane Effective Practice and Organisation of Care group
McAuley, L., & Zwarenstein, J. G. M. (2018) · Cited by 49 · see citing works
Raghavan, R., Inkelas, M., Franke, T. M., & Halfon, N. (2007) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-006-0095-6 · Cited by 49 · see citing works
Waxmonsky, J. A., Kilbourne, A. M., Goodrich, D. E., Nord, K. M., Lai, Z., Laird, C., Clogston, J., Kim, H. M., Miller, C. J., & Bauer, M. S. (2013) · Psychiatric Services · doi:10.1176/appi.ps.201300039 · Cited by 49 · see citing works
The Role of Economic Evaluation in Dissemination and Implementation Research
Raghavan, R. (2012) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199751877.003.0005 · Cited by 49 · see citing works
Cunningham, C. E., Barwick, M. A., Short, K. H., Chen, Y., Rimas, H. L., Ratcliffe, J., & Mielko, S. (2013) · School Mental Health · doi:10.1007/s12310-013-9110-8 · Cited by 47 · see citing works
Lobb, R., Pinto, A. D., & Lofters, A. (2013) · Implementation Science · doi:10.1186/1748-5908-8-37 · Cited by 47 · see citing works
Zwerver, F., Schellart, A. J., Anema, J. R., et al. (2011) · BMC Public Health · doi:10.1186/1471-2458-11-9 · Cited by 44 · see citing works
Selecting, Tailoring, and implementing knowledge translation interventions
Wensing, M., Bosch, M., & Grol, R. P. T. M. (2009) · Cited by 39 · see citing works
Zwerver, F., Schellart, A. J., Knol, D. L., Anema, J. R., & van der Beek, A. J. (2011) · Implementation Science · doi:10.1186/1748-5908-6-131 · Cited by 30 · see citing works
Stein, B. D., Celedonia, K. L., Kogan, J. N., Swartz, H. A., & Frank, E. (2013) · Psychiatric Services · doi:10.1176/appi.ps.201200508 · Cited by 29 · see citing works
Development and selection of strategies for improving patient care
Grol, R. P. T. M., Bosch, M., & Wensing, M. (2013) · Wiley eBooks · doi:10.1002/9781118525975.ch10 · Cited by 26 · see citing works
Powell, B. J., McMillen, J. C., Hawley, K. M., & Proctor, E. K. (2013) · Psychiatric Services · doi:10.1176/appi.ps.003602012 · Cited by 23 · see citing works
Self-citationUsing predictive models of behavior change to promote evidence-based treatment for PTSD.
Couineau, A., & Forbes, D. E. (2011) · Psychological Trauma Theory Research Practice and Policy · doi:10.1037/a0024980 · Cited by 18 · see citing works
Transitioning to a new Casemix grouper to fund long-term care homes in Ontario, Canada
Tsui, S., Walker, J., Temple, P., et al. (2011) · BMC Health Services Research · doi:10.1186/1472-6963-11-s1-a25 · Cited by 16 · see citing works
Vinson, C. (2014) · Preventing Chronic Disease · doi:10.5888/pcd11.130280 · Cited by 16 · see citing works
Chinman, M., Acosta, J., Ebener, P. A., et al. (2015) · Implementation Science · doi:10.1186/1748-5908-10-s1-a34 · Cited by 12 · see citing works
Cartwright, J. (2015) · The New Scientist · doi:10.1016/s0262-4079(15)60407-9 · Cited by 6 · see citing works
Mani, H., Daly, H., Barnett, J., et al. (2013) · Endocrine Abstracts · doi:10.1530/endoabs.31.p228 · Cited by 2 · see citing works
Kluger (1998) · doi:10.1002/(sici)1099-1379(199803)19:2
Flagged first, then by citations
Research works printed but not linked: 3
- [44]Vennix JAM Group Model Building: Facilitating Team Learning Chichester Wiley 1996
- [61]Huz S Anderson DF Richardson GP A framework for evaluating systems thinking interventions: An experimental approach to mental health system change System Dynamics Review 1997 13 2 149 169
- [83]Institute of Medicine The State of Quality Improvement and Implementation Research: Workshop Summary Washington, DC The National Academies Press 2007
Cited by
Sorted by citations
Waltz, T. J., Powell, B. J., Fernández, M. E., Abadie, B., & Damschroder, L. J. (2019) · Implementation Science · doi:10.1186/s13012-019-0892-4 · Cited by 1,136 · see citing works
Self-citationEnhancing the Impact of Implementation Strategies in Healthcare: A Research Agenda
Powell, B. J., Fernandez, M. E., Williams, N. J., Aarons, G. A., Beidas, R. S., Lewis, C. C., McHugh, S. M., & Weiner, B. J. (2019) · Frontiers in Public Health · doi:10.3389/fpubh.2019.00003 · Cited by 775 · see citing works
Self-citationThe Sustainability of Evidence-Based Interventions and Practices in Public Health and Health Care
Shelton, R. C., Cooper, B. R., & Stirman, S. W. (2018) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-040617-014731 · Cited by 806 · see citing works
Leeman, J., Birken, S. A., Powell, B. J., Rohweder, C., & Shea, C. M. (2017) · Implementation Science · doi:10.1186/s13012-017-0657-x · Cited by 544 · see citing works
Self-citationThe FRAME-IS: a framework for documenting modifications to implementation strategies in healthcare
Miller, C. J., Barnett, M. L., Baumann, A. A., Gutner, C. A., & Wiltsey-Stirman, S. (2021) · Implementation Science · doi:10.1186/s13012-021-01105-3 · Cited by 490 · see citing works
Ten recommendations for using implementation frameworks in research and practice
Moullin, J. C., Dickson, K. S., Stadnick, N. A., Albers, B., Nilsen, P., Broder-Fingert, S., Mukasa, B., & Aarons, G. A. (2020) · Implementation Science Communications · doi:10.1186/s43058-020-00023-7 · Cited by 488 · see citing works
Self-citationFernandez, M. E., Ruiter, R. A. C., Markham, C. M., & Kok, G. (2019) · Frontiers in Public Health · doi:10.3389/fpubh.2019.00209 · Cited by 484 · see citing works
Reflections on 10 years of effectiveness-implementation hybrid studies
Curran, G. M., Landes, S. J., McBain, S. A., Pyne, J. M., Smith, J. D., Fernandez, M. E., Chambers, D. A., & Mittman, B. S. (2022) · Frontiers in Health Services · doi:10.3389/frhs.2022.1053496 · Cited by 299 · see citing works
Le, P. D., Eschliman, E. L., Grivel, M. M., Tang, J., Cho, Y. G., Yang, X., Tay, C., Li, T., Bass, J., & Yang, L. H. (2022) · Implementation Science · doi:10.1186/s13012-021-01179-z · Cited by 233 · see citing works
“Although recent implementation research has contributed to the development of guidelines for the selection and tailoring [104] as well as a comprehensive classification [105] of implementation strategies, this is rarely done [106].”
MethodTracking implementation strategies: a description of a practical approach and early findings
Bunger, A. C., Powell, B. J., Robertson, H. A., MacDowell, H., Birken, S. A., & Shea, C. (2017) · Health Research Policy and Systems · doi:10.1186/s12961-017-0175-y · Cited by 208 · see citing works
Self-citationDeslippe, A. L., Soanes, A., Bouchaud, C. C., Beckenstein, H., Slim, M., Plourde, H., & Cohen, T. R. (2023) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-023-01424-2 · Cited by 241 · see citing works
“Creating an ‘implementation plan’ may help reveal barriers at the community level that could hinder intervention implementation or adherence by participants [15, 77].”
BackgroundSafaeinili, N., Brown‐Johnson, C., Shaw, J. G., Mahoney, M., & Winget, M. (2020) · Learning Health Systems · doi:10.1002/lrh2.10201 · Cited by 219 · see citing works
Boyd, M. R., Powell, B. J., Endicott, D., & Lewis, C. C. (2018) · Behavior Therapy · doi:10.1016/j.beth.2017.11.012 · Cited by 137 · see citing works
Self-citationvon Thiele Schwarz, U., Aarons, G. A., & Hasson, H. (2019) · BMC Health Services Research · doi:10.1186/s12913-019-4668-y · Cited by 134 · see citing works
Self-citationHagermoser Sanetti, L. M., & Collier-Meek, M. A. (2019) · Journal of School Psychology · doi:10.1016/j.jsp.2019.07.008 · Cited by 129 · see citing works
Cooper, J., Murphy, J., Woods, C., Van Nassau, F., McGrath, A., Callaghan, D., Carroll, P., Kelly, P., Murphy, N., Murphy, M., et al. (2021) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-021-01177-w · Cited by 114 · see citing works
Rogal, S. S., Yakovchenko, V., Waltz, T. J., Powell, B. J., Kirchner, J. E., Proctor, E. K., Gonzalez, R., Park, A., Ross, D., Morgan, T. R., et al. (2017) · Implementation Science · doi:10.1186/s13012-017-0588-6 · Cited by 98 · see citing works
Self-citationStirman, S. W., Gutner, C. A., Langdon, K., & Graham, J. R. (2016) · Behavior Therapy · doi:10.1016/j.beth.2015.12.001 · Cited by 103 · see citing works
Ashcraft, L. E., Goodrich, D. E., Hero, J., Phares, A., Bachrach, R. L., Quinn, D. A., Qureshi, N., Ernecoff, N. C., Lederer, L. G., Scheunemann, L. P., et al. (2024) · Implementation Science · doi:10.1186/s13012-024-01369-5 · Cited by 89 · see citing works
Dopp, A. R., Narcisse, M.-R., Mundey, P., Silovsky, J. F., Smith, A. B., Mandell, D., Funderburk, B. W., Powell, B. J., Schmidt, S., Edwards, D., et al. (2020) · Implementation Research and Practice · doi:10.1177/2633489520939980 · Cited by 79 · see citing works
Self-citationEstimating Costs of an Implementation Intervention
Wagner, T. H., Yoon, J., Jacobs, J. C., So, A., Kilbourne, A. M., Yu, W., & Goodrich, D. E. (2020) · Medical Decision Making · doi:10.1177/0272989x20960455 · Cited by 59 · see citing works
Advancing the use of organization theory in implementation science
Leeman, J., Baquero, B., Bender, M., Choy-Brown, M., Ko, L. K., Nilsen, P., Wangen, M., & Birken, S. A. (2019) · Preventive Medicine · doi:10.1016/j.ypmed.2019.105832 · Cited by 53 · see citing works
Lovero, K. L., Kemp, C. G., Wagenaar, B. H., Giusto, A., Greene, M. C., Powell, B. J., & Proctor, E. K. (2023) · Implementation Science · doi:10.1186/s13012-023-01310-2 · Cited by 52 · see citing works
Self-citationDevelopment of an integrative coding framework for evaluating context within implementation science
Rogers, L., De Brún, A., & McAuliffe, E. (2020) · BMC Medical Research Methodology · doi:10.1186/s12874-020-01044-5 · Cited by 48 · see citing works
Scaling up public health interventions: engaging partners across multiple levels
Leeman, J., Boisson, A., & Go, V. (2022) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-052020-113438 · Cited by 45 · see citing works
Technology-Based Alcohol Interventions in Primary Care: Systematic Review
Ramsey, A. T., Satterfield, J. M., Gerke, D. R., & Proctor, E. K. (2019) · Journal of Medical Internet Research · doi:10.2196/10859 · Cited by 40 · see citing works
Self-citationWienert, J., & Zeeb, H. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.610237 · Cited by 38 · see citing works
Ezeanolue, E. E., Powell, B. J., Patel, D., Olutola, A., Obiefune, M., Dakum, P., Okonkwo, P., Gobir, B., Akinmurele, T., Nwandu, A., et al. (2016) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/qai.0000000000001066 · Cited by 37 · see citing works
Self-citationKerins, C., McHugh, S., McSharry, J., Reardon, C. M., Hayes, C., Perry, I. J., Geaney, F., Seery, S., & Kelly, C. (2020) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-020-00948-1 · Cited by 30 · see citing works
Identifying the organizational innovation-specific capacity needed for exposure therapy
Becker‐Haimes, E. M., Byeon, Y. V., Frank, H. E., Williams, N. J., Kratz, H. E., & Beidas, R. S. (2020) · Depression and Anxiety · doi:10.1002/da.23035 · Cited by 27 · see citing works
Self-citationLewis, C. C., Stanick, C., Lyon, A., Darnell, D., Locke, J., Puspitasari, A., Marriott, B. R., Dorsey, C. N., Larson, M., Jackson, C., et al. (2018) · Implementation Science · doi:10.1186/s13012-018-0714-0 · Cited by 22 · see citing works
Self-citationNguyen, M. X. B., Chu, A. V., Powell, B. J., Tran, H. V., Nguyen, L. H., Dao, A. T. M., Pham, M. D., Vo, S. H., Bui, N. H., Dowdy, D. W., et al. (2020) · Implementation Science · doi:10.1186/s13012-020-01020-z · Cited by 19 · see citing works
Self-citationGodbee, K., Gunn, J., Lautenschlager, N. T., & Palmer, V. J. (2020) · Australian Journal of Primary Health · doi:10.1071/py19249 · Cited by 20 · see citing works
Quanbeck, A. (2019) · JMIR mHealth and uHealth · doi:10.2196/13301 · Cited by 15 · see citing works
Randall, C. L. (2023) · Community Dentistry and Oral Epidemiology · doi:10.1111/cdoe.12841 · Cited by 17 · see citing works
Evenhuis, I. J., Jacobs, S. M., Vyth, E. L., Veldhuis, L., de Boer, M. R., Seidell, J. C., & Renders, C. M. (2020) · Nutrients · doi:10.3390/nu12082419 · Cited by 17 · see citing works
Ramani-Chander, A., Thrift, A. G., van Olmen, J., Wouters, E., Delobelle, P., Vedanthan, R., Miranda, J. J., Sherwood, S., Teede, H., & Joshi, R. (2024) · BMJ Public Health · doi:10.1136/bmjph-2023-000710 · Cited by 9 · see citing works
- Authors
- Powell, B. J., Beidas, R. S., Lewis, C. C., Aarons, G. A., McMillen, J. C., Proctor, E. K., & Mandell, D. S.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- University of Pennsylvania (US)
- Indiana University Bloomington (US)
- University of California San Diego (US)
- University of Chicago (US)
- Washington University in St. Louis (US)
- Corresponding author
- Powell, Byron J.
- ORCID
- Venue
- The Journal of Behavioral Health Services & Research
- Published
- 2015-08-21
- Volume
- 44
- Issue
- 2
- Pages
- 177-194
- ISSN
- 1094-3412 (ISSN-L)
- 1556-3308
- PMC
- PMC4761530
- OpenAlex
- W1603430091
- Cited by
- 967
- References
- 118
- Citations by year
- 2026: 76 · 2025: 103 · 2024: 127 · 2023: 117 · 2022: 152 · 2021: 159 · 2020: 95 · 2019: 68 · 2018: 32 · 2017: 23 · 2016: 11 · 2015: 3
- FWCI
- 41.96
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- The Journal of Behavioral Health Services & Research (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Institutes of Health (UL1TR000448)
- National Institute of Mental Health (R01MH106175, R01MH106510, R01MH092950, F31MH098478, R01MH103310, K23MH099179, R01MH072961, R25MH080916, T32MH019960)
- National Cancer Institute (U54CA155496)
- National Institute of Diabetes and Digestive and Kidney Diseases (P30DK092950)
- National Center for Research Resources (UL1RR024992)
- National Center for Advancing Translational Sciences
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Health Sciences › Health Professions › General Health Professions › Health Sciences Research and Education
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Keywords
- implementation strategies, behavioral health interventions, evidence-based practice, barriers and facilitators, concept mapping, group model building, conjoint analysis, intervention mapping, process change, implementation research
- MeSH terms
- Health Services Needs and Demand, Humans, Mental Health Services, Models, Theoretical, Research, Evidence-Based Practice
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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.
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