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The selection of comparators for randomized controlled trials of health-related behavioral interventions: recommendations of an NIH expert panel
Open accessAbstract
Objectives To provide recommendations for the selection of comparators for randomized controlled trials of health-related behavioral interventions.Study design and setting The National Institutes of Health Office of Behavioral and Social Science Research convened an expert panel to critically review the literature on control or comparison groups for behavioral trials and to develop strategies for improving comparator choices and for resolving controversies and disagreements about comparators.Results The panel developed a Pragmatic Model for Comparator Selection in Health-Related Behavioral Trials. The model indicates that the optimal comparator is the one that best serves the primary purpose of the trial but that the optimal comparator's limitations and barriers to its use must also be taken into account.Conclusion We developed best practice recommendations for the selection of comparators for health-related behavioral trials. Use of the Pragmatic Model for Comparator Selection in Health-Related Behavioral Trials can improve the comparator selection process and help resolve disagreements about comparator choices.
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“We considered an alternative comparison condition to control for attention, but it would not reflect current clinical realities and attention control conditions can have unintended detrimental effects [26 -28].”
From Pilot randomized trial of an acceptance-based telehealth intervention for women with ovarian cancer and PARP inhibitor-related fatigue (2023) · cites this paper as [26]
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In the citing paper
“We compared REVITALIZE to an EUC condition consisting of fatigue-specific educational materials which exceeds typical clinical offerings [26,27]”
From Pilot randomized trial of an acceptance-based telehealth intervention for women with ovarian cancer and PARP inhibitor-related fatigue (2023) · cites this paper as [26]
Experimental — accuracy not yet measuredIn the citing paper
“Studies with non-therapeutic control conditions are still scientifically valuable as they can establish the impact of non-specific factors12, but they cannot provide the highest comparison strength.”
From Selecting and describing control conditions in mobile health randomized controlled trials: a proposed typology (2023) · cites this paper as [12]
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“There is no single control condition that is appropriate for every study at every stage of the research process11,12,39.”
From Selecting and describing control conditions in mobile health randomized controlled trials: a proposed typology (2023) · cites this paper as [12]
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“Clarifying the universe of mHealth control condition types can help highlight the scientific questions each type can reasonably address and comparison strength each type provides12.”
From Selecting and describing control conditions in mobile health randomized controlled trials: a proposed typology (2023) · cites this paper as [12]
In the citing paper
“The choice of control condition heavily impacts the comparison strength within a study12.”
From Selecting and describing control conditions in mobile health randomized controlled trials: a proposed typology (2023) · cites this paper as [12]
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Cites
The Cochrane Collaboration's tool for assessing risk of bias in randomised trials
Higgins, J. P. T., Altman, D. G., Gotzsche, P. C., Juni, P., Moher, D., Oxman, A. D., Savovic, J., Schulz, K. F., Weeks, L., Sterne, J. A. C., et al. (2011) · BMJ · doi:10.1136/bmj.d5928 · Cited by 33,817
Dermyshi, E., Wang, Y., Yan, C., Hong, W., Qiu, G., Gong, X., & Zhang, T. (2017) · Neonatology · doi:10.1159/000454668 · Cited by 24,586
(2002) · Cited by 13,211
Self-citationFundamentals of Clinical Trials
Friedman, L. M., Furberg, C. D., DeMets, D. L., Reboussin, D. M., & Granger, C. B. (2015) · doi:10.1007/978-3-319-18539-2 · Cited by 2,237
Research design in clinical psychology
Kazdin, A. E. (1952) · Journal of Clinical Psychology · doi:10.1002/1097-4679(195201)8:1 · Cited by 2,153
The PRECIS-2 tool: designing trials that are fit for purpose
Loudon, K., Treweek, S., Sullivan, F., Donnan, P., Thorpe, K. E., & Zwarenstein, M. (2015) · BMJ · doi:10.1136/bmj.h2147 · Cited by 1,846
Self-citationFrom ideas to efficacy: The ORBIT model for developing behavioral treatments for chronic diseases
Czajkowski, S. M., Powell, L. H., Adler, N., Naar-King, S., Reynolds, K. D., Hunter, C. M., Laraia, B., Olster, D. H., Perna, F. M., Peterson, J. C., et al. (2015) · Health Psychology · doi:10.1037/hea0000161 · Cited by 1,161 · cited 2×
“Similarly, in the Design phase (Phase I) of t he Obesity-Related Behavioral Intervention Trials (ORBIT) framework for developing behavioral interventions [30], small-N or single-case designs examine the intervention’s components, dosa ge parameters, targets, and modes of delivery without between-group comparators.”
BackgroundMethodSelf-citationIndirect comparisons of competing interventions
Glenny, A., Altman, D. G., Song, F., Sakarovitch, C., Deeks, J. J., D’Amico, R., Bradburn, M. J., & Eastwood, A. J. (2005) · Health Technology Assessment · doi:10.3310/hta9260 · Cited by 681
Mayo-Wilson, E., Dias, S., Mavranezouli, I., Kew, K., Clark, D. M., Ades, A. E., & Pilling, S. (2014) · The Lancet Psychiatry · doi:10.1016/s2215-0366(14)70329-3 · Cited by 680
Self-citationMohr, D. C., Spring, B., Freedland, K. E., Beckner, V., Arean, P., Hollon, S. D., Ockene, J., & Kaplan, R. (2009) · Psychotherapy and Psychosomatics · doi:10.1159/000228248 · Cited by 565
Self-citation
Research works printed but not linked: 1
- Freedland, 2014, Design and conduct of randomized behavioral clinical trials: purpose-guided trial design, Int J Behav Med, 21, S1
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Pereira, M. A., Mullane, S. L., Toledo, M. J. L., Larouche, M. L., Rydell, S. A., Vuong, B., Feltes, L. H., Mitchell, N. R., de Brito, J. N., Hasanaj, K., et al. (2019) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-020-01033-3 · Cited by 92
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Goldberg, S. B., Sun, S., Carlbring, P., & Torous, J. (2023) · npj Digital Medicine · doi:10.1038/s41746-023-00923-7 · Cited by 75
Meffert, S. M., Neylan, T. C., McCulloch, C. E., Blum, K., Cohen, C. R., Bukusi, E. A., Verdeli, H., Markowitz, J. C., Kahn, J. G., Bukusi, D., et al. (2021) · PLOS Medicine · doi:10.1371/journal.pmed.1003468 · Cited by 67
Holtdirk, F., Mehnert, A., Weiss, M., Mayer, J., Meyer, B., Bröde, P., Claus, M., & Watzl, C. (2021) · PLOS ONE · doi:10.1371/journal.pone.0251276 · Cited by 62
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BackgroundDhir, S., Teo, W., Chamberlain, S. R., Tyler, K., Yücel, M., & Segrave, R. A. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.07.008 · Cited by 61
Bini, P., Hohenschurz‐Schmidt, D., Masullo, V., Pitt, D., & Draper‐Rodi, J. (2022) · Chiropractic & Manual Therapies · doi:10.1186/s12998-022-00459-9 · Cited by 71
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Baron, K. G., Duffecy, J. L., Richardson, D., Avery, E., Rothschild, S. K., & Lane, J. (2019) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.8018 · Cited by 54
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Black, N., Eisma, M. C., Viechtbauer, W., Johnston, M., West, R., Hartmann‐Boyce, J., Michie, S., & de Bruin, M. (2020) · Addiction · doi:10.1111/add.14969 · Cited by 47
Sheeran, P., Listrom, O., & Gollwitzer, P. M. (2025) · European Review of Social Psychology · doi:10.1080/10463283.2024.2334563 · Cited by 48
Anstey, K. J., Peters, R., Zheng, L., Barnes, D. E., Brayne, C., Brodaty, H., Chalmers, J., Clare, L., Dixon, R. A., Dodge, H., et al. (2020) · Journal of Alzheimer's Disease · doi:10.3233/jad-200674 · Cited by 40
Kim, M., Patrick, K., Nebeker, C., Godino, J., Stein, S., Klasnja, P., Perski, O., Viglione, C., Coleman, A., & Hekler, E. B. (2024) · Journal of Medical Internet Research · doi:10.2196/49208 · Cited by 44
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Purpose-guided trial design in health-related behavioral intervention research.
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Garnett, C. V., Oldham, M., Angus, C., Beard, E., Burton, R., Field, M., Greaves, F., Hickman, M., Kaner, E., Loebenberg, G., et al. (2020) · Addiction · doi:10.1111/add.15287 · Cited by 27
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Dworkin, R. H., Anderson, B. T., Andrews, N., Edwards, R. R., Grob, C. S., Ross, S., Satterthwaite, T. D., & Strain, E. C. (2022) · Journal of Pain · doi:10.1016/j.jpain.2022.05.003 · Cited by 22
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von Klinggraeff, L., Dugger, R., Okely, A. D., Lubans, D. R., Jago, R., Burkart, S. A., Weaver, R. G., Armstrong, B., Pfledderer, C. D., & Beets, M. W. (2022) · Pilot and Feasibility Studies · doi:10.1186/s40814-022-00991-8 · Cited by 17
Pedersen, J. R., Dilara Merve, S. A. R. I., Juhl, C. B., Thorlund, J. B., Skou, S. T., Roos, E. M., & Bricca, A. (2022) · Annals of Physical and Rehabilitation Medicine · doi:10.1016/j.rehab.2022.101708 · Cited by 16
Lorenzo‐Luaces, L., & Howard, J. (2023) · Journal of Medical Internet Research · doi:10.2196/45411 · Cited by 16
Simpson, A., Stein, M., Rosenberg, M., Ward, B., Derbyshire, A., Thornton, A., & Jackson, B. (2023) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2023.102464 · Cited by 16
Graboyes, E. M., Maurer, S. N., Balliet, W. E., Li, H., Williams, A. M., Osazuwa‐Peters, N., Yan, F., Padgett, L. S., Rush, A., Ruggiero, K. J., et al. (2022) · JAMA Otolaryngology–Head & Neck Surgery · doi:10.1001/jamaoto.2022.3700 · Cited by 16
Rawson, K. S., Cavanaugh, J. T., Colón-Semenza, C., DeAngelis, T., Duncan, R. P., Fulford, D., LaValley, M. P., Mazzoni, P., Nordahl, T. J., Quintiliani, L. M., et al. (2020) · BMC Neurology · doi:10.1186/s12883-020-01718-z · Cited by 17
Kiernan, M., & Baiocchi, M. (2022) · American Journal of Epidemiology · doi:10.1093/aje/kwac019 · Cited by 21
Maccora, J., Garland, S. N., Ftanou, M., Day, D., White, M. A., Lopez, V. A., Mortimer, D., Diggens, J., Phillips, A. J. K., Wallace, R., et al. (2022) · Contemporary Clinical Trials · doi:10.1016/j.cct.2022.106877 · Cited by 18
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McGrady, M. E., Keenan-Pfeiffer, M. E., Lang, A. C., Noser, A. E., Tyagi, A. P., Herriott, J. K., & Ramsey, R. R. (2024) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsae036 · Cited by 15
Huberty, J., Eckert, R., Puzia, M., Laird, B., Larkey, L., & Mesa, R. A. (2020) · JMIR Formative Research · doi:10.2196/19364 · Cited by 13
Murray, H. B., Guadagnoli, L. A., Kamp, K., Trindade, I. A., Powell, L. H., Simrén, M., Ljótsson, B., & Keefer, L. (2025) · Alimentary Pharmacology & Therapeutics · doi:10.1111/apt.18482 · Cited by 14
Verma, S., Rajaratnam, S. M. W., Davey, M. J., Wiley, J. F., & Bei, B. (2021) · Frontiers in Global Women s Health · doi:10.3389/fgwh.2020.591677 · Cited by 13
Rebok, G. W., Tzuang, M., & Parisi, J. M. (2019) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbz107 · Cited by 13
Self-citationO'Hayer, C. V., Smith, P. J., Drescher, C. F., Bruschwein, H., Nurse, C. N., Kushner, H. M., Ingle, K., Stephen, M. J., & Hoag, J. B. (2024) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2024.11.011 · Cited by 12
Tueller, S., Ramirez, D., Cance, J. D., Ye, A., Wheeler, A., Fan, Z., Hornik, C. P. V., & Ridenour, T. A. (2022) · Behavior Research Methods · doi:10.3758/s13428-022-02012-1 · Cited by 13
Harris‐Hayes, M., Zorn, P., Steger-May, K., Burgess, M. M., DeMargel, R. D., Kuebler, S., Clohisy, J. C. F., & Haroutounian, S. (2023) · Physical Therapy · doi:10.1093/ptj/pzad111 · Cited by 12
Garbett, K. M., Craddock, N., Haywood, S., Nasution, K., White, P., Saraswati, L. A., Medise, B. E., Effect, G., Galactic, P., Diedrichs, P. C., et al. (2021) · JMIR Research Protocols · doi:10.2196/33596 · Cited by 12
Graboyes, E. M., Kistner‐Griffin, E., Hill, E. G., Maurer, S. N., Balliet, W. E., Williams, A. M., Padgett, L. S., Yan, F., Rush, A., Johnson, B., et al. (2023) · Supportive Care in Cancer · doi:10.1007/s00520-023-08248-7 · Cited by 12
Wright, A. A., Poort, H., Tavormina, A., Schmiege, S. J., Matulonis, U. A., Campos, S. M., Liu, J. F., Slivjak, E. T., Gilmour, A. L., Salinger, J. M., et al. (2023) · Gynecologic Oncology · doi:10.1016/j.ygyno.2023.08.020 · Cited by 12
Bechthold, A. C., Azuero, A., Pisu, M., Pierce, J. Y., Williams, G. R., Taylor, R. A., Wells, R., Curry, K., Reed, R. D., Harrell, E. R., et al. (2022) · Trials · doi:10.1186/s13063-022-06305-w · Cited by 12
Matson, T. E., Hermes, E. D. A., Lyon, A. R., Quanbeck, A., Schueller, S. M., Wilson, S. M., & Glass, J. E. (2025) · Annals of Epidemiology · doi:10.1016/j.annepidem.2025.02.007 · Cited by 13
Craddock, N., Garbett, K. M., Haywood, S., Nasution, K., White, P., Saraswati, L. A., Rizkiah, C., Medise, B. E., & Diedrichs, P. C. (2021) · BMC Public Health · doi:10.1186/s12889-021-11770-0 · Cited by 14
Gaudiano, B. A., Davis, C. H., Miller, I. W., & Uebelacker, L. A. (2020) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.2436 · Cited by 12
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Agley, J. D., Jayawardene, W. P., Jun, M. C., Agley, D., Gassman, R. A., Sussman, S. Y., Xiao, Y., & Dickinson, S. (2020) · JMIR Research Protocols · doi:10.2196/17900 · Cited by 10
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von Klinggraeff, L., Ramey, K. T., Pfledderer, C. D., Burkart, S. A., Armstrong, B., Weaver, R. G., & Beets, M. W. (2023) · Pilot and Feasibility Studies · doi:10.1186/s40814-023-01345-8 · Cited by 9
Meyer, B., Betz, L. T., Brückner, K., & Holtkamp, M. (2024) · Epilepsia Open · doi:10.1002/epi4.13014 · Cited by 9
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Cuijpers, P. J. (2025) · World Psychiatry · doi:10.1002/wps.21359 · Cited by 9
Lavoie, P., Lapierre, A., Maheu‐Cadotte, M., Rodriguez, D., Lavallée, A., & Mailhot, T. (2022) · Nurse Education Today · doi:10.1016/j.nedt.2022.105361 · Cited by 13
Pratscher, S. D., Sibille, K. T., & Fillingim, R. B. (2023) · Pilot and Feasibility Studies · doi:10.1186/s40814-023-01247-9 · Cited by 9
Johnston, M. (2021) · Health Psychology and Behavioral Medicine · doi:10.1080/21642850.2021.1939701 · Cited by 8
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Ymer, L., McKay, A., Wong, D. K., & Ponsford, J. L. (2022) · Pilot and Feasibility Studies · doi:10.1186/s40814-022-01070-8 · Cited by 7
Blonigen, D. M., Hyde, J. K., McInnes, D. K., Yoon, J., Byrne, T. H., Ngo, T., & Smelson, D. A. (2022) · Contemporary Clinical Trials · doi:10.1016/j.cct.2022.107065 · Cited by 10
Waki, K., Tsurutani, Y., Waki, H., Enomoto, S., Kashiwabara, K., Fujiwara, A., Orime, K., Kinguchi, S., Yamauchi, T., Hirawa, N., et al. (2024) · JMIR Research Protocols · doi:10.2196/53514 · Cited by 7
Bendtsen, M., Gunnarsson, K. U., & McCambridge, J. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-049810 · Cited by 7
Caldwell, D. M., Palmer, J. C., Webster, K. E., Davies, S. R., Hughes, H., Rona, J., Churchill, R. C., Hetrick, S. E., & Welton, N. J. (2025) · Prevention Science · doi:10.1007/s11121-025-01786-y · Cited by 4
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Jeftic, I., Furzer, B. J., Dimmock, J. A., Wright, K. E., Budden, T., Boyd, C., Simpson, A., Rosenberg, M., Sabiston, C. M., deJonge, M. L., et al. (2023) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2023.102507 · Cited by 7
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Pfammatter, A. F., Battalio, S. L., Olvera, C., Dezelar, M., Moore, D., Scanlan, L., Siddique, J., Spring, B. J., & Chang, S. (2022) · Contemporary Clinical Trials · doi:10.1016/j.cct.2022.106750 · Cited by 6
Griffith, D. M., Pennings, J. S., & Jaeger, E. C. (2023) · American Journal of Men s Health · doi:10.1177/15579883231193235 · Cited by 8
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Paraskeva, N., Haywood, S., Anquandah, J. S., White, P., Budhraja, M., Diedrichs, P. C., & Williamson, H. (2025) · Journal of Medical Internet Research · doi:10.2196/66625 · Cited by 10
Kim, M., Mansour-Assi, S., Mistiri, M. E., Park, J.-H., Banerjee, S., Khan, O., Torre, S. A. D. L., Higgins, M., Godino, J., Patrick, K., et al. (2025) · JMIR Research Protocols · doi:10.2196/70599 · Cited by 6
Scandiffio, J., Langer, L. K., Senthilnathan, V., Feng, G., Sureshkumar, A., Bromberg, M., Babineau, J., Donkers, S. J., Knox, K. B., Bruno, T. R., et al. (2025) · Journal of Neurology · doi:10.1007/s00415-025-13315-6 · Cited by 8
Baba, A., Smith, M., Potter, B. K., Chan, A., Moher, D., Toulany, A., Doherty-Kirby, A., Nafría, B., Stratton, C., Gale, C., et al. (2026) · BMJ · doi:10.1136/bmj-2025-085064 · Cited by 5
Earnshaw, V. A., Sepucha, K., Laurenceau, J., Subramanian, S. V., Hill, E. C., Wallace, J., Brousseau, N. M., Henderson, C., Brohan, E., Morrison, L. M., et al. (2023) · Journal of Substance Use and Addiction Treatment · doi:10.1016/j.josat.2024.209291 · Cited by 5
Metadata
- Authors
- Freedland, K. E., King, A. C., Ambrosius, W. T., Mayo-Wilson, E., Mohr, D. C., Czajkowski, S. M., Thabane, L., Collins, L. M., Rebok, G. W., Treweek, S. P., Cook, T. D., Edinger, J. D., Stoney, C. M., Campo, R. A., Young-Hyman, D., & Riley, W. T.
- Affiliations
- Washington University in St. Louis (US)
- Stanford Medicine (US)
- Wake Forest University Health Sciences (US)
- Northwestern University (US)
- National Institutes of Health (US)
- McMaster University (CA)
- Pennsylvania State University (US)
- Johns Hopkins University (US)
- University of Aberdeen (GB)
- National Jewish Health (US)
- National Heart, Lung, and Blood Institute (US)
- Corresponding author
- Freedland, Kenneth E.
- ORCID
- Venue
- Journal of Clinical Epidemiology
- Publisher
- Elsevier BV
- Published
- 2019-06
- Volume
- 110
- Pages
- 74-81
- ISSN
- 0895-4356 (ISSN-L)
- PMC
- PMC6543841
- OpenAlex
- W2918272982
- Cited by
- 218
- References
- 27
- Citations by year
- 2026: 32 · 2025: 35 · 2024: 37 · 2023: 34 · 2022: 36 · 2021: 21 · 2020: 17 · 2019: 6
- FWCI
- 15.57
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Clinical Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- Aberdeen University Research Archive (Aberdeen University) (submittedVersion)
- IUScholarWorks Open (Indiana University) (submittedVersion)
- UNC Libraries
- Funders
- National Institutes of Health (Z99 HL999999)
- National Heart, Lung, and Blood Institute (R01HL147862, R01HL119286)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Keywords
- comparator selection, control groups, randomized controlled trials, best practice recommendations, trial design
- MeSH terms
- Mental Disorders, Female, Humans, Male, National Institutes of Health (U.S.), Psychotherapy, Research Design, United States, Randomized Controlled Trials as Topic, Practice Guidelines as Topic, Patient Selection
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