Testing an implementation strategy bundle on adoption and sustainability of evidence to optimize physical function in community-dwelling disabled and older adults in a Medicaid waiver: a multi-site pragmatic hybrid type III protocol
Open accessAbstract
BACKGROUND: In partnership with a state Medicaid home and community-based waiver program, this study tests implementation strategies for adoption and sustainability of an evidence-based intervention to support disabled and older adults who have difficulty with physical function and daily living tasks. A multi-level implementation strategy bundle will be directed at relationship, coalition, and team building; readiness to implement, leadership, and clinician attitude toward evidence assessments; intervention and facilitation training; interdisciplinary coordination; facilitation; and audit and feedback to support practice change. METHODS: Knowledge-to-Action model underpins this 2-arm, 3-year pragmatic mixed method randomized hybrid type III trial in 18 waiver program sites in Michigan. Data will be collected on sites, 775 clinicians (registered nurses, occupational therapists, social workers), and 15,000 disabled and older adults. Consolidated Framework for Implementation Research guides examination of site, clinician, and beneficiary characteristics; clinician attitude and self-efficacy; leadership and readiness to implement; and intervention impact on beneficiary outcomes. Sites will be randomized to either usual waiver care with internal facilitation of the bundle of implementation strategies or usual waiver care with both internal and external facilitation of the bundle. Primary outcomes are site-level adoption and sustainability over 12 months, and intervention effects on these outcomes are hypothesized to be mediated by clinicians' attitude and self-efficacy. At the beneficiary level, by addressing the individual's capabilities and home environment, the intervention is hypothesized to improve secondary outcomes of activities of daily living, pain, depression, falls, emergency department visits, and hospitalizations. Baseline site readiness and leadership and stages of implementation at 6 months will be explored as potential moderators. Linear mixed effects models will be used to test intervention effects on primary outcomes, with bias-correcting analytic strategy in mediation analyses. Generalized linear mixed effects modeling will be employed for the analysis of intervention effects on secondary outcomes. DISCUSSION: Synthesizing findings within and across the sites, we will specify how leadership, readiness for change, and level of facilitation enhance capacity for adoption and sustainability of an evidence-based intervention in an under-resourced Medicaid setting that cares for disabled and older adults. TRIAL REGISTRATION: ClinitalTrials.gov , NCT03634033 . Registered 16 August 2018.
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?
To compare impact of implementation strategies, Spoelstra et al. randomized Medicaid home and community-based waiver sites to engage in the clinical intervention with the addition of the implementation bundle with internal facilitation or an enhanced version of the bundle with the addition of external facilitation.
“To compare the impact of implementation strategies, Spoelstra et al. randomized Medicaid home and community-based waiver sites to engage in the clinical intervention with the addition of the implementation bundle with internal facilitation or an enhanced version of the bundle with the addition of external facilitation.”
From An introduction to effectiveness-implementation hybrid designs (2019) · cites this paper as Spoelstra et al. (2019)
The Abstract (Methods) describes the two arms as usual waiver care with the implementation-strategy bundle and internal facilitation, versus the same care with both internal and external facilitation. But it says sites “will be randomized,” and the Methods (Randomization) likewise describes a future procedure; this protocol does not establish that Spoelstra et al. had already randomized them. (LLM, conf=0.88)
Experimental — accuracy not yet measuredEach study site in Spoelstra et al. (2019) was randomized to receive varying bundles of implementation strategies to measure the impact on adoption and sustainability of the intervention.
“Each study site was then randomized to receive varying bundles of implementation strategies to measure the impact on adoption and sustainability of the intervention.”
From An introduction to effectiveness-implementation hybrid designs (2019) · cites this paper as Spoelstra et al. (2019)
The Methods (Randomization; page unavailable) specify site-level randomization, and the Abstract (Methods; page unavailable) identifies adoption and sustainability as primary outcomes. But the protocol says sites *will be* randomized to internal facilitation or internal plus external facilitation of the same implementation-strategy bundle—not that they were randomized to varying bundles. (LLM, conf=0.88)
Experimental — accuracy not yet measuredIn Spoelstra et al. (2019), all sites conducted the same clinical intervention and clinical outcomes were gathered at the patient-level.
“In this study, all sites conducted the same clinical intervention and clinical outcomes were gathered at the patient-level (e.g. measures of pain, depression, falls).”
From An introduction to effectiveness-implementation hybrid designs (2019) · cites this paper as Spoelstra et al. (2019)
The Methods (Study design; page not available) describe the same underlying intervention in both arms, with additional external facilitation in arm 2. The Aims and measures table specify beneficiary-level outcomes including pain, depression, and falls. But this is a protocol: it says the intervention will be provided and assessment data will be obtained, not that all sites had conducted it or that outcomes had already been gathered. (LLM, conf=0.88)
Experimental — accuracy not yet measuredSpoelstra, Schueller, and Sikorskii (2019) provide an example of a type 3 hybrid designed to examine the impact of a bundle of implementation strategies on adoption and sustainability of an intervention to improve physical function in community-dwelling disabled and older adults.
“Spoelstra, Schueller, and Sikorskii (2019) provide an example of a type 3 hybrid designed to examine the impact of a bundle of implementation strategies on adoption and sustainability of an intervention to improve physical function in community-dwelling disabled and older adults.”
From An introduction to effectiveness-implementation hybrid designs (2019) · cites this paper as Spoelstra, Schueller, and Sikorskii (2019)
Spoelstra et al. (2019) study characterizes a type 3 design because the primary outcomes of interest are implementation-based rather than effectiveness-based.
“This study characterizes a type 3 design because the primary outcomes of interest are implementation-based rather than effectiveness-based.”
From An introduction to effectiveness-implementation hybrid designs (2019) · cites this paper as Spoelstra et al. (2019)
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
Palinkas, L. A., Horwitz, S. M., Green, C. A., Wisdom, J. P., Duan, N., & Hoagwood, K. (2015) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-013-0528-y · Cited by 12,038 · 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
Curran, G. M., Bauer, M., Mittman, B., Pyne, J. M., & Stetler, C. (2012) · Medical Care · doi:10.1097/mlr.0b013e3182408812 · Cited by 4,058 · see citing works
The Statistical Analysis of Failure Time Data
Kalbfleisch, J. D., & Prentice, R. L. (2002) · Wiley Series in Probability and Statistics · doi:10.1002/9781118032985 · Cited by 3,219 · see citing works
The Statistical Analysis of Failure Time Data
Klein, J. P., Kalbfleisch, J. D., & Prentice, R. L. (1982) · Technometrics · doi:10.1080/00401706.1982.10487769 · Cited by 2,248 · see citing works
The Challenge of Innovation Implementation
Klein, K. J., & Sorra, J. S. (1996) · The Academy of Management Review · doi:10.2307/259164 · Cited by 2,113 · see citing works
Advantages of Monte Carlo confidence intervals for indirect effects
Preacher, K. J., & Selig, J. P. (2012) · Communication Methods and Measures · doi:10.1080/19312458.2012.679848 · Cited by 1,908 · see citing works
Wiltsey Stirman, S., Kimberly, J., Cook, N., Calloway, A., Castro, F., & Charns, M. (2012) · Implementation Science · doi:10.1186/1748-5908-7-17 · Cited by 1,355 · see citing works
Aarons, G. A. (2004) · Mental Health Services Research · doi:10.1023/b:mhsr.0000024351.12294.65 · Cited by 1,272 · see citing works
Mixed method designs in implementation research
Palinkas, L. A., Aarons, G. A., Horwitz, S., Chamberlain, P., Hurlburt, M., & Landsverk, J. (2011) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-010-0314-z · Cited by 1,187 · see citing works
An Agenda for Research on the Sustainability of Public Health Programs
Scheirer, M. A., & Dearing, J. W. (2011) · American Journal of Public Health · doi:10.2105/ajph.2011.300193 · Cited by 775 · see citing works
Aarons, G. A., Ehrhart, M. G., & Farahnak, L. R. (2014) · Implementation Science · doi:10.1186/1748-5908-9-45 · Cited by 559 · see citing works
Using the Knowledge to Action Framework in practice: a citation analysis and systematic review
Field, B., Booth, A., Ilott, I., & Gerrish, K. (2014) · Implementation Science · doi:10.1186/s13012-014-0172-2 · Cited by 454 · see citing works
Assessing Mediational Models: Testing and Interval Estimation for Indirect Effects
Biesanz, J. C., Falk, C. F., & Savalei, V. (2010) · Multivariate Behavioral Research · doi:10.1080/00273171.2010.498292 · Cited by 397 · 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
Mantón, K. G., Gu, X., & Lamb, V. L. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0608483103 · Cited by 358 · see citing works
Seeman, T. E., Merkin, S. S., Crimmins, E. M., & Karlamangla, A. S. (2010) · American Journal of Public Health · doi:10.2105/ajph.2008.157388 · Cited by 356 · see citing works
Implementation of the CALM intervention for anxiety disorders: a qualitative study
Curran, G. M., Sullivan, G., Mendel, P. J., Craske, M. G., Sherbourne, C. D., Stein, M. B., McDaniel, A., & Roy‐Byrne, P. (2012) · Implementation Science · doi:10.1186/1748-5908-7-14 · Cited by 349 · see citing works
Breimaier, H. E., Heckemann, B., Halfens, R. J. G., & Lohrmann, C. (2015) · BMC Nursing · doi:10.1186/s12912-015-0088-4 · Cited by 309 · see citing works
Clinical significance of patient-reported questionnaire data: another step toward consensus
Sloan, J. A., Cella, D. F., & Hays, R. D. (2005) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2005.07.009 · Cited by 263 · see citing works
Chamberlain, P., Brown, C. H., & Saldana, L. (2011) · Implementation Science · doi:10.1186/1748-5908-6-116 · Cited by 262 · see citing works
Home-based care program reduces disability and promotes aging in place
Szanton, S. L., Leff, B., Wolff, J. L., Roberts, L., & Gitlin, L. N. (2016) · Health Affairs · doi:10.1377/hlthaff.2016.0140 · Cited by 222 · see citing works
Green, C. A., Duan, N., Gibbons, R. D., Hoagwood, K. E., Palinkas, L. A., & Wisdom, J. P. (2015) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-014-0552-6 · Cited by 205 · see citing works
Szanton, S. L., Thorpe, R. J., Boyd, C. M., Tanner, E. K., Leff, B. A., Agree, E. M., Xue, Q., Allen, J. K., Seplaki, C. L., Weiss, C. O., et al. (2011) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2011.03698.x · Cited by 201 · see citing works
Trends In Disability And Related Chronic Conditions Among People Ages Fifty To Sixty-Four
Martin, L. G., Freedman, V. A., Schoeni, R. F., & Andreski, P. M. (2010) · Health Affairs · doi:10.1377/hlthaff.2008.0746 · Cited by 188 · see citing works
Saldana, L. (2014) · Implementation Science · doi:10.1186/1748-5908-9-43 · Cited by 188 · see citing works
van den Berg, M. J., Kringos, D. S., Marks, L. K., & Klazinga, N. (2014) · Health Research Policy and Systems · doi:10.1186/1478-4505-12-1 · Cited by 187 · see citing works
Milat, A., King, L. A., Newson, R. S., Wolfenden, L., Rissel, C. E., Bauman, A. E., & Redman, S. (2014) · Health Research Policy and Systems · doi:10.1186/1478-4505-12-18 · Cited by 176 · see citing works
The clinical significance of quality of life assessments in oncology: a summary for clinicians
Sloan, J. A., Frost, M. H., Berzon, R., Dueck, A., Guyatt, G., Moinpour, C., Sprangers, M., Ferrans, C., Cella, D., & Clinical Significance Consensus Meeting Group (2006) · Supportive Care in Cancer · doi:10.1007/s00520-006-0085-y · Cited by 149 · see citing works
Gagnon, M., Attieh, R., Ghandour, E. K., Légaré, F., Ouimet, M., Estabrooks, C. A., & Grimshaw, J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0114338 · Cited by 145 · see citing works
Szanton, S. L., Wolff, J. W., Leff, B., Thorpe, R. J., Tanner, E. K., Boyd, C., Xue, Q., Guralnik, J., Bishai, D., & Gitlin, L. N. (2014) · Contemporary Clinical Trials · doi:10.1016/j.cct.2014.03.005 · Cited by 138 · see citing works
Tricco, A. C., Ashoor, H. M., Cardoso, R., MacDonald, H. R., Cogo, E., Kastner, M., Perrier, L., McKibbon, A., Grimshaw, J., & Straus, S. E. (2015) · Implementation Science · doi:10.1186/s13012-016-0421-7 · Cited by 138 · see citing works
Stange, K. C., Breslau, E. S., Dietrich, A. J., & Glasgow, R. E. (2012) · JNCI Monographs · doi:10.1093/jncimonographs/lgs006 · Cited by 86 · see citing works
The Role of Organizational Processes in Dissemination and Implementation Research
Aarons, G. A., Moullin, J. C., & Ehrhart, M. G. (2017) · Oxford University Press eBooks · doi:10.1093/oso/9780190683214.003.0008 · Cited by 82 · see citing works
Scaling up complex interventions: insights from a realist synthesis
Willis, C. D., Riley, B., Stockton, L. D., Abramowicz, A., Zummach, D., Wong, G., Robinson, K. L., & Best, A. (2016) · Health Research Policy and Systems · doi:10.1186/s12961-016-0158-4 · Cited by 78 · see citing works
A Screening System for Michigan's Home- and Community-Based Long-Term Care Programs
Fries, B. E., Shugarman, L. R., Morris, J. N., Simon, S. E., & James, M. (2002) · The Gerontologist · doi:10.1093/geront/42.4.462 · Cited by 50 · see citing works
Meffert, S. M., Neylan, T. C., Chambers, D., & Verdeli, H. (2016) · International Journal of Mental Health Systems · doi:10.1186/s13033-016-0049-7 · Cited by 49 · see citing works
Dissemination of the CAPABLE Model of Care in a Medicaid Waiver Program to Improve Physical Function
Spoelstra, S., Sikorskii, A. E., Gitlin, L. N., Schueller, M., Kline, M., & Szanton, S. L. (2018) · Journal of the American Geriatrics Society · doi:10.1111/jgs.15713 · Cited by 36 · see citing works
Self-citationGraham, I. D., Tetroe, J., & the KT Theories Group (2013) · doi:10.1002/9781118413555.ch26 · Cited by 23 · see citing works
Castora‐Binkley, M., Meng, H., & Hyer, K. (2014) · Journal of the American Geriatrics Society · doi:10.1111/jgs.12781 · Cited by 19 · see citing works
Changes of anxiety in Chinese military personnels over time: a cross-temporal meta-analysis
Yang, Z., Cao, F., Lu, H., Zhu, X., & Miao, D. (2014) · International Journal of Mental Health Systems · doi:10.1186/1752-4458-8-19 · Cited by 18 · see citing works
Advancing sustainability research: challenging existing paradigms
Chambers, D. (2011) · Journal of Public Health Dentistry · doi:10.1111/j.1752-7325.2011.00238.x · Cited by 14 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
An introduction to effectiveness-implementation hybrid designs
Landes, S. J., McBain, S. A., & Curran, G. M. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2019.112513 · Cited by 516 · see citing works
“Spoelstra et al. (2019) provide an example of a type 3 hybrid designed to examine the impact of a bundle of implementation strategies on adoption and sustainability of an intervention to improve physical function in community-dwelling disabled and older adults.”
BackgroundMethodReprint of: An introduction to effectiveness-implementation hybrid designs
Landes, S. J., McBain, S. A., & Curran, G. M. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2019.112630 · Cited by 190 · see citing works
Miller, C. J., Wiltsey‐Stirman, S., & Baumann, A. A. (2020) · Journal of Community Psychology · doi:10.1002/jcop.22279 · Cited by 138 · see citing works
Balis, L. E., Houghtaling, B., & Harden, S. M. (2022) · Translational Behavioral Medicine · doi:10.1093/tbm/ibac061 · Cited by 63 · see citing works
Design of a dual randomized trial in a type 2 hybrid effectiveness—implementation study
Stevens, J., Mills, S. D., Millett, M.-L. E., Lin, F., & Leeman, J. (2023) · Implementation Science · doi:10.1186/s13012-023-01317-9 · Cited by 13 · see citing works
Crocker, T. F., Lam, N., Ensor, J., Jordão, M., Bajpai, R. C., Bond, M., Förster, A., Riley, R. D., Andre, D., Brundle, C., et al. (2023) · Health Technology Assessment · doi:10.3310/hnrp2514 · Cited by 13 · see citing works
Watson, D. P., Snow‐Hill, N. L., Saldana, L., Walden, A. L., Staton, M. D., Kong, A., & Donenberg, G. R. (2020) · Implementation Research and Practice · doi:10.1177/2633489520974974 · Cited by 13 · see citing works
Xie, C. X., Sun, L., Ingram, E., Simoni, A. D., Eldridge, S. M., Pinnock, H., & Relton, C. (2023) · Implementation Science · doi:10.1186/s13012-023-01300-4 · Cited by 9 · see citing works
Spoelstra, S., Schueller, M., Basso, V., & Sikorskii, A. E. (2022) · Implementation Science · doi:10.1186/s13012-022-01232-5 · Cited by 10 · see citing works
Self-citationBuilding sustainable libraries by embracing diversity and inclusion in Digital Era
Nnatu, A. U., Okechukwu, N. N., & Chinemerem, C. J. (2024) · Information System and Smart City · doi:10.59400/issc.v4i1.1414 · Cited by 7 · see citing works
Wong, A. K. C., Wong, F. K. Y., Chow, K. K. S., Kwan, D. K. S., Lau, D. Y. S., & Lau, A. C. K. (2023) · Pilot and Feasibility Studies · doi:10.1186/s40814-023-01412-0 · Cited by 3 · see citing works
Houtven, C. H. V., Decosimo, K. P., Drake, C., Bruening, R., Sperber, N. R., Dadolf, J., Tucker, M., Coffman, C. J., Grubber, J. M., Stechuchak, K. M., et al. (2024) · Health Services Research · doi:10.1111/1475-6773.14361 · Cited by 3 · see citing works
Spoelstra, S., Schueller, M., Dorn, E., & Sikorskii, A. E. (2022) · Home Health Care Services Quarterly · doi:10.1080/01621424.2022.2077161 · Cited by 1 · see citing works
Self-citationBibliometric analysis of management and leadership in the sustainability agenda
Dwivedi, A. (2022) · Routledge eBooks · doi:10.4324/9781003190820-19 · Cited by 1 · see citing works
Spoelstra, S., Schueller, M., Basso, V., & Sikorskii, A. E. (2022) · Research Square · doi:10.21203/rs.3.rs-1238935/v1 · Cited by 1 · see citing works
Self-citationSpoelstra, S., Sikorskii, A. E., Schueller, M., Basso, V., & Baldwin, A. (2022) · Discover Social Science and Health · doi:10.1007/s44155-022-00018-w
Self-citationWilliams, S. (2023) · Queensland University of Technology · doi:10.5204/thesis.eprints.239485
Spoelstra, S., Schueller, M., Basso, V., & Sikorskii, A. (2022) · Figshare · doi:10.6084/m9.figshare.20678806
Self-citationWong, A. K. C., Wong, F. K. Y., Chow, K. K. S., Kwan, D. K. S., Lau, D. Y. S., & Lau, A. C. K. (2023) · Figshare · doi:10.6084/m9.figshare.24531890
Stevens, J., Mills, S. D., Millett, M.-L., Lin, F.-C., & Leeman, J. (2023) · Figshare · doi:10.6084/m9.figshare.24630295
Stevens, P. J., & Howard, R. K. (2024) · International Journal of Social and Psychological Aspects of Healthcare · doi:10.51847/7s0f3oibvp
- Authors
- Spoelstra, S. L., Schueller, M., & Sikorskii, A.
- Affiliations
- Grand Valley State University (US)
- Michigan State University (US)
- Corresponding author
- Spoelstra, Sandra L.
- Venue
- Implementation Science
- Published
- 2019-06-13
- Volume
- 14
- Issue
- 1
- Pages
- 60-60
- ISSN
- 1748-5908 (ISSN-L)
- PMC
- PMC6567613
- OpenAlex
- W2949109548
- Cited by
- 21
- References
- 43
- Citations by year
- 2024: 3 · 2023: 7 · 2022: 7 · 2020: 2 · 2019: 2
- FWCI
- 3.74
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Implementation Science (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Language arts journal of Michigan (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institute on Aging (1 R15 AG058193-01A1)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Health Sciences › Health Professions › General Health Professions › Health Sciences Research and Education
- Health Sciences › Health Professions › Physical Therapy, Sports Therapy and Rehabilitation › Medical Practices and Rehabilitation
- Keywords
- adults with disabilities, older adults, physical function, activities of daily living, clinician self-efficacy, clinician attitudes, audit and feedback, facilitation, knowledge to action, home and community-based services, multidisciplinary care, falls, depression, pain, emergency department visits, hospitalization
- MeSH terms
- Activities of Daily Living, Aged, Female, Persons with Disabilities, Health Plan Implementation, Health Promotion, Humans, Male, Medicaid, Michigan, Research Design, United States, Multicenter Studies as Topic, Randomized Controlled Trials as Topic, Models, Organizational, Clinical Trials, Phase III as Topic, Evidence-Based Medicine, Independent Living, Pragmatic Clinical Trials as Topic
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