Information without Implementation: A Practical Example for Developing a Best Practice Education Control Group
Open accessAbstract
This article considers methodology for developing an education-only control group and proposes a simple approach to designing rigorous and well-accepted control groups. This approach is demonstrated in a large randomized trial. The Lifestyles trial (n = 367) compared three group interventions: (a) cognitive-behavioral treatment (CBT) for osteoarthritis pain, (b) CBT for osteoarthritis pain and insomnia, and (c) education-only control (EOC). EOC emulated the interventions excluding hypothesized treatment components and controlling for nonspecific treatment effects. Results showed this approach resulted in a control group that was highly credible and acceptable to patients. This approach can be an effective and practical guide for developing high-quality control groups in trials of behavioral interventions.
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?
An active control condition instead of treatment as usual was chosen to control for non-specific attention and self-monitoring effects.
“An active control condition instead of treatment as usual was chosen to control for non-specific attention and self-monitoring effects [27].”
From Online prenatal trial in mindfulness sleep management (OPTIMISM): Protocol for a pilot randomized controlled trial (2020) · cites this paper as [27]
The Introduction and Discussion explain that care-as-usual controls often fail to account for nonspecific effects, and Methods > Intervention Development says the education-only control accounted for therapist attention. But that section says control participants kept no weekly behavioral logs, so it does not support the claim that the active control accounted for self-monitoring effects. Our copy provides no page numbers for these passages. (LLM, conf=0.87)
Experimental — accuracy not yet measuredParticipants will know that the research study is testing two alternative online interventions to improve sleep in pregnancy but will not be informed of the nature of the two interventions. This reduces the likelihood of EOC participants seeking out mindfulness treatments independently, or dropping prematurely because of disappointment over being assigned to a control group.
“Participants will know that the research study is testing two alternative online interventions to improve sleep in pregnancy but will not be informed of the nature of the two interventions. This reduces the likelihood of EOC participants seeking out mindfulness treatments independently, or dropping prematurely because of disappointment over being assigned to a control group [27].”
From Online prenatal trial in mindfulness sleep management (OPTIMISM): Protocol for a pilot randomized controlled trial (2020) · cites this paper as [27]
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredStrengths of this study include provision of an active control treatment based on sleep education tailored to pregnancy.
“Strengths of this study include provision of an active control treatment based on sleep education [27] tailored to pregnancy.”
From Online prenatal trial in mindfulness sleep management (OPTIMISM): Protocol for a pilot randomized controlled trial (2020) · cites this paper as [27]
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
Fear-avoidance and its consequences in chronic musculoskeletal pain: a state of the art.
Vlaeyen, J. W. S., & Linton, S. J. (2000) · Pain · doi:10.1016/s0304-3959(99)00242-0 · Cited by 4,931 · see citing works
Handbook of Psychotherapy and Behavior Change
Garfield, S. L., Bergin, A. E., & Dryden, W. (1987) · Journal of Cognitive Psychotherapy · doi:10.1891/0889-8391.1.4.264a · Cited by 3,998 · see citing works
(1993) · Medical Entomology and Zoology · Cited by 2,324 · see citing works
Frank, J. D. (2024) · Johns Hopkins University Press eBooks · doi:10.56021/9781421451374 · Cited by 1,489 · see citing works
Handbook of Psychotherapy and Behavior Change: An Empirical Analysis
Bergin, A. E. (1971) · DigitalGeorgetown (Georgetown University Library) · Cited by 1,110 · see citing works
Behavioral and Pharmacological Therapies for Late-Life Insomnia: A Randomized Controlled Trial
Morin, C. M., Colecchi, C., Stone, J., Sood, R., & Brink, D. (1999) · JAMA · doi:10.1001/jama.281.11.991 · Cited by 1,095 · see citing works
Effectiveness of psychotherapy
Puri, B. K., Ho, R., & Treasden, I. (2011) · CRC Press eBooks · doi:10.1201/b13482-76 · Cited by 1,058 · see citing works
The Importance of Placebo Effects in Pain Treatment and Research
Turner, J. A. (1994) · JAMA · doi:10.1001/jama.1994.03510440069036 · Cited by 877 · see citing works
Persuasion and Healing: A Comparative Study of Psychotherapy
Kubie, L. S., & Frank, J. D. (1961) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-196112000-00018 · Cited by 755 · see citing works
Use of sleep hygiene in the treatment of insomnia
Stepanski, E. J., & Wyatt, J. K. (2003) · Sleep Medicine Reviews · doi:10.1053/smrv.2001.0246 · Cited by 733 · see citing works
Edinger, J. D., Wohlgemuth, W. K., Radtke, R. A., Marsh, G. R., & Quillian, R. E. (2001) · JAMA · doi:10.1001/jama.285.14.1856 · Cited by 625 · see citing works
Espie, C. A. (2002) · Annual Review of Psychology · doi:10.1146/annurev.psych.53.100901.135243 · Cited by 596 · cited 4× · see citing works
“The two active treatments (CBT-P, CBT-PI) were designed to test interventions based on biobehavioral models of chronic pain dysfunction (Dworkin, Von Korff, & Le Resche, 1992; Vlaeyen & Linton, 2000) and sleep disturbance (Espie, 2002).”
BackgroundMethodInfluentialEspie, C. A., Kyle, S. D., Williams, C., Ong, J. C., Douglas, N. J., Hames, P., & Brown, J. S. L. (2012) · Sleep · doi:10.5665/sleep.1872 · Cited by 550 · cited 1× · see citing works
“A few CBT-I studies have attempted to use placebo treatment as a control (see Espie et al., 2012), but these studies have typically been ones that test individual CBT treatments rather than group treatments.”
BackgroundThe Powerful Placebo Effect: Fact or Fiction?
Kienle, G. S., & Kiene, H. (1997) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(97)00203-5 · Cited by 409 · see citing works
Concept of true and perceived placebo effects
Ernst, E., & Resch, K. (1995) · BMJ · doi:10.1136/bmj.311.7004.551 · Cited by 407 · see citing works
Freedland, K. E., Mohr, D. C., Davidson, K. W., & Schwartz, J. E. (2011) · Psychosomatic Medicine · doi:10.1097/psy.0b013e318218e1fb · Cited by 369 · see citing works
Hróbjartsson, A., & Gøtzsche, P. C. (2004) · Journal of Internal Medicine · doi:10.1111/j.1365-2796.2004.01355.x · Cited by 362 · see citing works
Baskin, T. W., Tierney, S. C., Minami, T., & Wampold, B. E. (2003) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.71.6.973 · Cited by 351 · see citing works
Behavioral Insomnia Therapy for Fibromyalgia Patients: A Randomized Clinical Trial
Edinger, J. D., Wohlgemuth, W. K., Krystal, A. D., & Rice, J. R. (2005) · Archives of Internal Medicine · doi:10.1001/archinte.165.21.2527 · Cited by 330 · see citing works
Pain coping skills training in the management of osteoarthritic knee pain: A comparative study
Keefe, F. J., Caldwell, D. S., Williams, D. A., Gil, K. M., Mitchell, D., Robertson, C. L., Martinez, S., Nunley, J., Beckham, J. C., Crisson, J. E., et al. (1990) · Behavior Therapy · doi:10.1016/s0005-7894(05)80188-1 · Cited by 326 · see citing works
Self-citationPsychological Approaches to Understanding and Treating Disease-Related Pain
Keefe, F. J., Abernethy, A. P., & Campbell, L. C. (2004) · Annual Review of Psychology · doi:10.1146/annurev.psych.56.091103.070302 · Cited by 256 · see citing works
Self-citationFair tests of clinical trials: A treatment implementation model
Lichstein, K. L., Riedel, B. W., & Grieve, R. (1994) · Advances in Behaviour Research and Therapy · doi:10.1016/0146-6402(94)90001-9 · Cited by 244 · see citing works
Writing a good read: Strategies for re-presenting qualitative data
Sandelowski, M. (1998) · Research in Nursing & Health · doi:10.1002/(sici)1098-240x(199808)21:4 · Cited by 231 · see citing works
Germain, A., Richardson, R., Moul, D. E., Mammen, O. K., Haas, G. L., Forman, S. D., Rode, N., Begley, A. E., & Nofzinger, E. A. (2011) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2011.11.010 · Cited by 231 · see citing works
Pain coping skills training in the management of osteoarthritic knee pain-II: Follow-up results
Keefe, F. J., Caldwell, D. S., Williams, D. A., Gil, K. M., Mitchell, D., Robertson, C. L., Martinez, S., Nunley, J., Beckham, J. C., & Helms, M. J. (1990) · Behavior Therapy · doi:10.1016/s0005-7894(05)80357-0 · Cited by 174 · see citing works
Self-citationA Placebo-Controlled Test of Cognitive-Behavioral Therapy for Comorbid Insomnia in Older Adults.
Rybarczyk, B., Stepanski, E., Fogg, L., Lopez, M., Barry, P., & Davis, A. (2005) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.73.6.1164 · Cited by 172 · see citing works
Self-citationIs there logic in the placebo?
Gøtzsche, P. C. (1994) · The Lancet · doi:10.1016/s0140-6736(94)92273-x · Cited by 170 · see citing works
Vitiello, M. V., McCurry, S. M., Shortreed, S. M., Balderson, B. H., Baker, L. D., Keefe, F. J., Rybarczyk, B. D., & Von Korff, M. (2013) · Journal of the American Geriatrics Society · doi:10.1111/jgs.12275 · Cited by 165 · see citing works
Self-citationThe placebo: Conceptual analysis of a construct in transition.
Critelli, J. W., & Neumann, K. (1984) · American Psychologist · doi:10.1037/0003-066x.39.1.32 · Cited by 139 · see citing works
Stevens, S. E., Hynan, M. T., & Allen, M. R. (2000) · Clinical Psychology Science and Practice · doi:10.1093/clipsy.7.3.273 · Cited by 116 · see citing works
Epidemiologic Studies of Chronic Pain: A Dynamic-Ecologic Perspective
Dworkin, S. F., Korff, M. R. V., & LeResche, L. (1992) · Annals of Behavioral Medicine · doi:10.1093/abm/14.1.3 · Cited by 108 · see citing works
Self-citationBorkovec, T. D., & Sibrava, N. J. (2005) · Journal of Clinical Psychology · doi:10.1002/jclp.20127 · Cited by 75 · cited 1× · see citing works
“…specific treatment effects of behavioral interventions include attention, social support, altered expectations, and changes in patient status not due to the intervention such as regression to the mean or natural history (Borkovec & Sibrava, 2005; Frank, 1961; Lambert & Bergin, 1994; Shapiro, 1971).”
BackgroundDesigning a Control for a Behavioral Group Therapy
Safer, D. L., & Hugo, E. (2006) · Behavior Therapy · doi:10.1016/j.beth.2005.06.001 · Cited by 72 · see citing works
Placebos and common factors in two decades of psychotherapy research.
Horváth, P. (1988) · Psychological bulletin · doi:10.1037/0033-2909.104.2.214 · Cited by 71 · see citing works
Cognitive-behavioral treatment in unselected rheumatoid arthritis outpatients
Leibing, E., Pfingsten, M., Bartmann, U., Rueger, U., & Schuessler, G. (1999) · The Clinical Journal of Pain · doi:10.1097/00002508-199903000-00009 · Cited by 67 · see citing works
McCurry, S. M., Shortreed, S. M., Von Korff, M., Balderson, B. H., Baker, L. D., Rybarczyk, B. D., & Vitiello, M. V. (2014) · Sleep · doi:10.5665/sleep.3402 · Cited by 60 · see citing works
Self-citationMcCurry, S. M., Korff, M. V., Vitiello, M. V., Saunders, K. W., Balderson, B. H. K., Moore, A. L., & Rybarczyk, B. D. (2011) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2011.05.012 · Cited by 59 · see citing works
Self-citationMeta‐analysis of sleep changes in control groups of insomnia treatment trials
Bélanger, L., Vallières, A., Ivers, H., Moreau, V., Lavigne, G., & Morin, C. (2007) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2007.00566.x · Cited by 52 · see citing works
A Randomized Controlled Clinical Trial of the Seattle Protocol for Activity in Older Adults
Teri, L. L., McCurry, S. M., Logsdon, R. G., Gibbons, L. E., Büchner, D. M., & Larson, E. B. (2011) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2011.03454.x · Cited by 40 · see citing works
Self-citationKorff, M. V., Vitiello, M. V., McCurry, S. M., Balderson, B. H. K., Moore, A. L., Baker, L. D., Yarbro, P., Saunders, K. W., Keefe, F. J., & Rybarczyk, B. D. (2012) · Contemporary Clinical Trials · doi:10.1016/j.cct.2012.03.010 · Cited by 37 · see citing works
Self-citationFreedland, K. E. (2013) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3182851b75 · Cited by 34 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Lorig K Fries JF The Arthritis Helpbook 1995 Addison-Wesley Publishing Company New York
Cited by
Sorted by citations
McCurry, S. M., Guthrie, K. A., Morin, C. M., Woods, N. F., Landis, C. A., Ensrud, K. E., Larson, J. C., Joffe, H., Cohen, L. S., Hunt, J. R., et al. (2016) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2016.1795 · Cited by 195 · see citing works
Self-citationMcCurry, S. M., Zhu, W., Korff, M. V., Wellman, R., Morin, C. M., Thakral, M., Yeung, K., & Vitiello, M. V. (2021) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2020.9049 · Cited by 86 · see citing works
Self-citationLackner, J. M., Gudleski, G. D., Radziwon, C. D., Krasner, S. S., Firth, R. S., Naliboff, B. D., Vargovich, A. M., Borden, A. B., & Mayer, E. A. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2022.104033 · Cited by 29 · see citing works
Lackner, J. M., & Jaccard, J. J. (2021) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000648 · Cited by 28 · see citing works
Koffel, E., Vitiello, M. V., McCurry, S. M., Rybarczyk, B., & Von Korff, M. (2018) · The Clinical Journal of Pain · doi:10.1097/ajp.0000000000000546 · Cited by 26 · see citing works
Self-citationRoger, A. H., Gudleski, G., Quigley, B., Zvolensky, M. J., & Lackner, J. (2023) · The Behavior Therapist · doi:10.1016/j.beth.2023.01.004 · Cited by 12 · see citing works
Cost‐effectiveness of telephone cognitive behavioral therapy for osteoarthritis‐related insomnia
Yeung, K., Zhu, W., McCurry, S. M., Korff, M. V., Wellman, R., Morin, C. M., & Vitiello, M. V. (2021) · Journal of the American Geriatrics Society · doi:10.1111/jgs.17469 · Cited by 15 · see citing works
Self-citationKantrowitz-Gordon, I., McCurry, S. M., Landis, C. A., Lee, R., & Wi, D. (2020) · Pilot and Feasibility Studies · doi:10.1186/s40814-020-00675-1 · Cited by 11 · see citing works
“participants seeking out mindfulness treatments independently, or dropping prematurely because of disappointment over being assigned to a control group [27].”
BackgroundInfluentialSelf-citationLackner, J. M., Jaccard, J. J., Quigley, B. M., Ablove, T. S., Danforth, T. L., Firth, R. S., Gudleski, G. D., Krasner, S. S., Radziwon, C. D., Vargovich, A. M., et al. (2022) · Trials · doi:10.1186/s13063-022-06554-9 · Cited by 10 · see citing works
Wi, D., Lee, R. Y., & Kantrowitz‐Gordon, I. (2025) · PLoS ONE · doi:10.1371/journal.pone.0322931 · Cited by 9 · see citing works
Labie, C., Runge, N., Maîresse, O., Nijs, J., Malfliet, A., Verschueren, S., Assche, D. V., de Vlam, K., Luyten, F. P., Bilterys, T., et al. (2023) · Physical Therapy · doi:10.1093/ptj/pzad181 · Cited by 9 · see citing works
McCurry, S. M., Korff, M. V., Morin, C. M., Cunningham, A. L., Pike, K. C., Thakral, M., Wellman, R., Yeung, K., Zhu, W., & Vitiello, M. V. (2019) · Contemporary Clinical Trials · doi:10.1016/j.cct.2019.105851 · Cited by 6 · see citing works
Self-citationMcPhillips, M., Li, J., Petrovsky, D., Gooneratne, N. S., Aryal, S., & Hodgson, N. A. (2022) · SSRN Electronic Journal · doi:10.1016/j.cct.2023.107137 · Cited by 4 · see citing works
Lackner, J. M. (2024) · Pain · doi:10.1097/j.pain.0000000000003186 · Cited by 3 · see citing works
Boosting Student Well-Being: A Pilot Study in a High-Needs Upper Secondary School
Fensom, R. L. (2025) · Professional School Counseling · doi:10.1177/2156759x251382046
Lackner, J. M., Jaccard, J. J., Quigley, B. M., Ablove, T. S., Danforth, T. L., Firth, R. S., Gudleski, G. D., Krasner, S. S., Radziwon, C. D., Vargovich, A. M., et al. (2022) · Figshare · doi:10.6084/m9.figshare.20488467
- Authors
- Balderson, B. H., McCurry, S. M., Vitiello, M. V., Shortreed, S. M., Rybarczyk, B. D., Keefe, F. J., & Korff, M. V.
- Affiliations
- Kaiser Permanente Washington Health Research Institute (US)
- University of Washington (US)
- Virginia Commonwealth University (US)
- Duke Medical Center (US)
- Corresponding author
- Balderson, Benjamin H.
- ORCID
- Venue
- Behavioral Sleep Medicine
- Publisher
- Informa UK Limited
- Published
- 2015-10-20
- Volume
- 14
- Issue
- 5
- Pages
- 514-527
- ISSN
- 1540-2002 (ISSN-L)
- 1540-2010
- PMC
- PMC4838558
- OpenAlex
- W1794328166
- Semantic Scholar
- 09cd8d91fa822351dabc6d43b44b97cbd7ca90b2
- Cited by
- 16
- References
- 41
- Citations by year
- 2025: 2 · 2024: 1 · 2023: 2 · 2022: 4 · 2021: 3 · 2020: 1 · 2019: 1 · 2017: 1 · 2016: 1
- FWCI
- 0.59
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Behavioral Sleep Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (R01-AG031126)
- 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 › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Keywords
- control group design, randomized controlled trials, behavioral interventions, cognitive behavioral therapy, osteoarthritis pain, insomnia
- MeSH terms
- Aged, Double-Blind Method, Female, Humans, Sleep Initiation and Maintenance Disorders, Longitudinal Studies, Male, Cognitive Behavioral Therapy, Treatment Outcome, Control Groups
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