Abstract
Background
Pain after spine surgery is difficult to manage, often requiring the use of opioid analgesics. While traditional “deceptive” or concealed placebo has been studied in trials and laboratory experiments, the acceptability and patient experience of taking honestly prescribed placebos, such as “open-label” placebo (non-deceptive placebo), or conditioned placebo (pairing placebo with another active pharmaceutical) is relatively unexamined.
Methods
Qualitative thematic analysis was performed using semi-structured, post-treatment interviews with spine surgery patients (n = 18) who had received conditioned open-label placebo (COLP) during the first 2–3 weeks after surgery as part of a RCT. Interview transcripts were reviewed by 3 investigators using an immersion/crystallization approach, followed by iterative large-group discussions with additional investigators, to identify, refine, and codify emergent themes.
Results
Patients’ experiences and perceptions of COLP efficacy varied widely. Some emergent themes included the power of the mind over pain, how COLP might provide distraction from or agency over pain, bandwidth required and engagement with COLP, and its modulation of opioid tapering, as well as negative attitudes toward opioids and pill taking in general. Other themes included uncertainty about COLP efficacy, observations of how personality may relate to COLP efficacy, and a recognition of the greater impact of COLP on reduction of opioid use rather than on pain itself. Interestingly, participant uncertainty, disbelief, and skepticism were not necessarily associated with greater opioid consumption or worse pain.
Conclusion
Participants provided insights into the experience of COLP which may help to guide its future utilization to manage acute pain and tapering from opioids.
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References
Terracina S, Robba C, Prete A, Sergi PG, Bilotta F. Prevention and treatment of postoperative pain after lumbar spine procedures: a systematic review. Pain Pract. 2018;18(7):925–45. https://doi.org/10.1111/papr.12684.
Elsarrag M, Soldozy S, Patel P, et al. Enhanced recovery after spine surgery: a systematic review. 2019;46(4):E3. https://doi.org/10.3171/2019.1.Focus18700.
Chou R, Gordon DB, de Leon-Casasola OA, et al. Management of postoperative pain: a clinical practice guideline from the American Pain Society, the American Society of Regional Anesthesia and Pain Medicine, and the American Society of Anesthesiologists’ committee on regional anesthesia, executive committee, and administrative council. J Pain. 2016;17(2):131–57.
Brummett CM, Waljee JF, Goesling J, et al. New persistent opioid use after minor and major surgical procedures in US adults. JAMA Surg. 2017;152(6): e170504. https://doi.org/10.1001/jamasurg.2017.0504.
Menendez ME, Ring D, Bateman BT. Preoperative opioid misuse is associated with increased morbidity and mortality after elective orthopaedic surgery. Clin Orthop Relat Res. 2015;473(7):2402–12. https://doi.org/10.1007/s11999-015-4173-5.
Dunn LK, Yerra S, Fang S, et al. Incidence and risk factors for chronic postoperative opioid use after major spine surgery: a cross-sectional study with longitudinal outcome. Anesth Analg. 2018;127(1):247–54. https://doi.org/10.1213/ane.0000000000003338.
Hansen RN, Pham AT, Böing EA, Lovelace B, Wan GJ, Miller TE. Comparative analysis of length of stay, hospitalization costs, opioid use, and discharge status among spine surgery patients with postoperative pain management including intravenous versus oral acetaminophen. Curr Med Res Opin. 2017;33(5):943–8. https://doi.org/10.1080/03007995.2017.1297702.
Brusko GD, Kolcun JPG, Heger JA, et al. Reductions in length of stay, narcotics use, and pain following implementation of an enhanced recovery after surgery program for 1- to 3-level lumbar fusion surgery. Neurosurg Focus. 2019;46(4):E4. https://doi.org/10.3171/2019.1.Focus18692.
Hoy D, March L, Brooks P, et al. The global burden of low back pain: estimates from the Global Burden of Disease 2010 study. Ann Rheum Dis. 2014;73(6):968–74.
Kaptchuk TJ, Hemond CC, Miller FG. Placebos in chronic pain: evidence, theory, ethics, and use in clinical practice. BMJ. 2020;370: m1668. https://doi.org/10.1136/bmj.m1668.
Kaptchuk TJ. Intentional ignorance: a history of blind assessment and placebo controls in medicine. Bull Hist Med. 1998;72(3):389–433.
Beecher HK. The powerful placebo. J Am Med Assoc. 1955;159(17):1602–6.
Kirsch I. Response expectancy as a determinant of experience and behavior. Am Psychol. 1985;40(11):1189.
Kirsch I, Weixel LJ. Double-blind versus deceptive administration of a placebo. Behav Neurosci. 1988;102(2):319.
Kaptchuk TJ, Shaw J, Kerr CE, et al. “Maybe I made up the whole thing”: placebos and patients’ experiences in a randomized controlled trial. Cult Med Psychiatry. 2009;33(3):382–411.
Eaves ER, Nichter M, Ritenbaugh C. Ways of hoping: navigating the paradox of hope and despair in chronic pain. Cult Med Psychiatry. 2016;40(1):35–58.
Sherman KJ, Cherkin DC, Ichikawa L, et al. Treatment expectations and preferences as predictors of outcome of acupuncture for chronic back pain. Spine. 2010;35(15):1471.
Hsu C, Sherman KJ, Eaves ER, et al. New perspectives on patient expectations of treatment outcomes: results from qualitative interviews with patients seeking complementary and alternative medicine treatments for chronic low back pain. BMC Complement Altern Med. 2014;14(1):1–10.
Finniss DG, Kaptchuk TJ, Miller F, Benedetti F. Biological, clinical, and ethical advances of placebo effects. The Lancet. 2010;375(9715):686–95.
Klinger R, Stuhlreyer J, Schwartz M, Schmitz J, Colloca L. Clinical use of placebo effects in patients with pain disorders. Int Rev Neurobiol. 2018;139:107–28. https://doi.org/10.1016/bs.irn.2018.07.015.
Colloca L, Grillon C. Understanding placebo and nocebo responses for pain management. Curr Pain Headache Rep. 2014;18(6):419.
Finniss DG, Kaptchuk TJ, Miller F, Benedetti F. Placebo effects: biological, clinical and ethical advances. Lancet. 2010;375(9715):686.
Geuter S, Koban L, Wager TD. The cognitive neuroscience of placebo effects: concepts, predictions, and physiology. Annu Rev Neurosci. 2017;40:167–88.
Wager TD, Atlas LY. The neuroscience of placebo effects: connecting context, learning and health. Nat Rev Neurosci. 2015;16(7):403–18.
Zunhammer M, Bingel U, Wager TD. Placebo effects on the neurologic pain signature: a meta-analysis of individual participant functional magnetic resonance imaging data. JAMA Neurol. 2018;75(11):1321–30.
Hall KT, Loscalzo J, Kaptchuk TJ. Genetics and the placebo effect: the placebome. Trends Mol Med. 2015;21(5):285–94.
Fuchs T, Schlimme JE. Embodiment and psychopathology: a phenomenological perspective. Curr Opin Psychiatry. 2009;22(6):570–5.
Frenkel O. A phenomenology of the ‘placebo effect’: taking meaning from the mind to the body. J Med Philos. 2008;33(1):58–79.
Ongaro G, Kaptchuk TJ. Symptom perception, placebo effects, and the Bayesian brain. Pain. 2019;160(1):1.
Kaptchuk TJ. Open-label placebo: reflections on a research agenda. Perspect Biol Med. 2018;61(3):311–34.
Blease CR, Bishop FL, Kaptchuk TJ. Informed consent and clinical trials: where is the placebo effect? BMJ. 2017;356: j463. https://doi.org/10.1136/bmj.j463.
Kaptchuk TJ, Miller FG. Open label placebo: can honestly prescribed placebos evoke meaningful therapeutic benefits? BMJ. 2018;363: k3889. https://doi.org/10.1136/bmj.k3889.
von Wernsdorff M, Loef M, Tuschen-Caffier B, Schmidt S. Effects of open-label placebos in clinical trials: a systematic review and meta-analysis. Sci Rep. 2021;11(1):1–14.
Kelley JM, Kaptchuk TJ, Cusin C, Lipkin S, Fava M. Open-label placebo for major depressive disorder: a pilot randomized controlled trial. Psychother Psychosom. 2012;81(5).
Kaptchuk TJ, Friedlander E, Kelley JM, et al. Placebos without deception: a randomized controlled trial in irritable bowel syndrome. PLoS ONE. 2010;5(12): e15591.
Hoenemeyer TW, Kaptchuk TJ, Mehta TS, Fontaine KR. Open-label placebo treatment for cancer-related fatigue: a randomized-controlled clinical trial. Sci Rep. 2018;8(1):1–8.
Carvalho C, Caetano JM, Cunha L, Rebouta P, Kaptchuk TJ, Kirsch I. Open-label placebo treatment in chronic low back pain: a randomized controlled trial. Pain. 2016;157(12):2766–72. https://doi.org/10.1097/j.pain.0000000000000700.
Kleine-Borgmann J, Schmidt K, Hellmann A, Bingel U. Effects of open-label placebo on pain, functional disability, and spine mobility in patients with chronic back pain: a randomized controlled trial. Pain. 2019;160(12):2891–7.
Amanzio M, Benedetti F. Neuropharmacological dissection of placebo analgesia: expectation-activated opioid systems versus conditioning-activated specific subsystems. J Neurosci. 1999;19(1):484–94.
Ader R, Mercurio MG, Walton J, et al. Conditioned pharmacotherapeutic effects: a preliminary study. Psychosom Med. 2010;72(2):192.
Goebel MU, Meykadeh N, Kou W, Schedlowski M, Hengge UR. Behavioral conditioning of antihistamine effects in patients with allergic rhinitis. Psychother Psychosom. 2008;77(4):227–34.
Perlis M, Grandner M, Zee J, et al. Durability of treatment response to zolpidem with three different maintenance regimens: a preliminary study. Sleep Med. 2015;16(9):1160–8.
Sandler AD, Glesne CE, Bodfish JW. Conditioned placebo dose reduction: a new treatment in ADHD? J Develop Behav Pedia: JDBP. 2010;31(5):369.
Kirchhof J, Petrakova L, Brinkhoff A, et al. Learned immunosuppressive placebo responses in renal transplant patients. Proc Natl Acad Sci. 2018;115(16):4223–7.
Morales-Quezada L, Mesia-Toledo I, Estudillo-Guerra A, et al. Conditioning open-label placebo: a pilot pharmacobehavioral approach for opioid dose reduction and pain control. Pain Rep. 2020;5(4).
Kaptchuk TJ, Hemond CC, Miller FG. Placebos in chronic pain: evidence, theory, ethics, and use in clinical practice. Bmj. 2020;370.
Flowers KM, Patton ME, Hruschak VJ, et al. Conditioned open-label placebo for opioid reduction following spine surgery: a randomized, controlled trial. Pain. 2021.
Hsieh H-F, Shannon SE. Three approaches to qualitative content analysis. Qual Health Res. 2005;15(9):1277–88.
Crabtree BF, Crabtree BF, Miller WL. Doing qualitative research: Sage. 1999.
Eaves ER, Sherman KJ, Ritenbaugh C, et al. A qualitative study of changes in expectations over time among patients with chronic low back pain seeking four CAM therapies. BMC Complement Altern Med. 2015;15(1):1–10.
Hull SC, Colloca L, Avins A, et al. Patients’ attitudes about the use of placebo treatments: telephone survey. Bmj. 2013;347.
Ortiz R, Hull SC, Colloca L. Patient attitudes about the clinical use of placebo: qualitative perspectives from a telephone survey. BMJ Open. 2016;6(4): e011012.
Bishop FL, Aizlewood L, Adams AE. When and why placebo-prescribing is acceptable and unacceptable: a focus group study of patients’ views. PLoS ONE. 2014;9(7): e101822.
Bishop FL, Jacobson EE, Shaw JR, Kaptchuk TJ. Scientific tools, fake treatments, or triggers for psychological healing: how clinical trial participants conceptualise placebos. Soc Sci Med. 2012;74(5):767–74.
Tandjung R, Tang H, Fassler M, et al. The patient's perspective of placebo use in daily practice: a qualitative study. Euro J Med Sci. 2014.
Sandler A, Glesne C, Geller G. Children's and parents' perspectives on open‐label use of placebos in the treatment of ADHD. Child: Care, Health Develop 2008;34(1):111–20.
De Pascalis V, Chiaradia C, Carotenuto E. The contribution of suggestibility and expectation to placebo analgesia phenomenon in an experimental setting. Pain. 2002;96(3):393–402.
Pollo A, Carlino E, Benedetti F. Placebo mechanisms across different conditions: from the clinical setting to physical performance. Philosophic Transact Royal Soc B: Biol Sci. 2011;366(1572):1790–8.
Price DD, Milling LS, Kirsch I, Duff A, Montgomery GH, Nicholls SS. An analysis of factors that contribute to the magnitude of placebo analgesia in an experimental paradigm. Pain. 1999;83(2):147–56.
Bernstein MH, Magill M, Weiss A-P, et al. Are conditioned open placebos feasible as an adjunctive treatment to opioids? Results from a single-group dose-extender pilot study with acute pain patients. Psychother Psychosom. 2019;88(6):380.
Lembo A, Kelley JM, Nee J, et al. Open-label placebo vs double-blind placebo for irritable bowel syndrome: a randomized clinical trial. Pain. 2021;162(9):2428–35.
Haas JW, Ongaro G, Jacobson E, et al. Patients’ experiences treated with open-label placebo versus double-blind placebo: a mixed methods qualitative study. BMC Psychol. 2022;10(1):1–12.
Locher C, Nascimento AF, Kirsch I, Kossowsky J, Meyer A, Gaab J. Is the rationale more important than deception? A randomized controlled trial of open-label placebo analgesia. Pain. 2017;158(12):2320–8.
Locher C, Buergler S, Nascimento AF, Kost L, Blease C, Gaab J. Lay perspectives of the open-label placebo rationale: a qualitative study of participants in an experimental trial. BMJ Open. 2021;11(8): e053346.
Jensen KB, Kaptchuk TJ, Chen X, et al. A neural mechanism for nonconscious activation of conditioned placebo and nocebo responses. Cereb Cortex. 2015;25(10):3903–10.
Jensen KB, Kaptchuk TJ, Kirsch I, et al. Nonconscious activation of placebo and nocebo pain responses. Proc Natl Acad Sci. 2012;109(39):15959–64.
Pan Y, Meister R, Löwe B, Kaptchuk TJ, Buhling KJ, Nestoriuc Y. Open-label placebos for menopausal hot flushes: a randomized controlled trial. Sci Rep. 2020;10(1):1–15.
Lidstone SC, Schulzer M, Dinelle K, et al. Effects of expectation on placebo-induced dopamine release in Parkinson disease. Arch Gen Psychiatry. 2010;67(8):857–65. https://doi.org/10.1001/archgenpsychiatry.2010.88.
Farrar JT, Troxel AB, Haynes K, et al. Effect of variability in the 7-day baseline pain diary on the assay sensitivity of neuropathic pain randomized clinical trials: an ACTTION study. Pain. 2014;155(8):1622–31. https://doi.org/10.1016/j.pain.2014.05.009.
Burke MJ. “It’s all in your head”—medicine’s silent epidemic. JAMA Neurol. 2019;76(12):1417–8.
Ratnapalan M, Coghlan B, Tan M, et al. Placebos in primary care? A nominal group study explicating UK GP and patient views of six theoretically plausible models of placebo practice. BMJ Open. 2020;10(2).
Stone DA, Kerr CE, Jacobson E, Conboy ScD LA, Kaptchuk TJ. Patient expectations in placebo-controlled randomized clinical trials. J Eval Clin Pract. 2005;11(1):77–84.
Polak L. What is wrong with ‘being a pill-taker’? The special case of statins. Sociol Health Illn. 2017;39(4):599–613.
Ballou S, Kaptchuk TJ, Hirsch W, et al. Open-label versus double-blind placebo treatment in irritable bowel syndrome: study protocol for a randomized controlled trial. Trials. 2017;18(1):1–15.
Edwards RR, Dworkin RH, Turk DC, et al. Patient phenotyping in clinical trials of chronic pain treatments: IMMPACT recommendations. Pain. 2016;157(9):1851.
Acknowledgements
The authors would like to thank the nursing staff at Brigham and Women’s Hospital for their cooperation in conducting this trial. Most importantly, we thank the participants of this clinical trial for their time and willingness to participate in this experiment.
Funding
This study was funded by the Foundation for the Study of the Therapeutic Encounter, in conjunction with a seed grant from the Department of Anesthesiology, Perioperative, and Pain Medicine at Brigham and Women’s Hospital.
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Hruschak, V., Flowers, K.M., Patton, M. et al. Experiences of Patients Taking Conditioned Open-Label Placebos for Reduction of Postoperative Pain and Opioid Exposure After Spine Surgery. Int.J. Behav. Med. 30, 509–521 (2023). https://doi.org/10.1007/s12529-022-10114-5
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DOI: https://doi.org/10.1007/s12529-022-10114-5