A Conceptual Model for Spine Surgery Recovery: A Qualitative Study of Patients’ Expectations, Experiences, and Satisfaction
Open accessAbstract
Study Design. Qualitative interview study. Objective. The aim was to develop a conceptual model for Spine Surgery Recovery in order to better understand why patients undergo lumbar spine surgery and what factors influence patient satisfaction. Summary of Background Data. Quantitative studies have assessed patients' expectations for lumbar spine surgery outcomes, with greater expectation fulfillment leading to higher satisfaction. However, there is limited literature using qualitative methods to understand the patient perspective from the decision to undergo lumbar spine surgery through long-term recovery. Materials and Methods. Semistructured phone interviews were conducted with 20 participants (nine females, mean age ±SD=61.2±11.1 yr) and three focus groups with 12 participants (nine females, mean age ±SD=62.0±10.9 yr). Sessions were audio recorded and transcribed. Two independent researchers coded the transcripts using a hierarchical coding system. Major themes were identified and a conceptual model was developed. Results. A total of 1355 coded quotes were analyzed. The decision to have lumbar spine surgery was influenced by chronic pain impact on daily function, pain coping, and patient expectations. Results demonstrated that fulfilled expectations and setting realistic expectations are key factors for patient satisfaction after surgery, while less known constructs of accepting limitations, adjusting expectations, and optimism were found by many patients to be essential for a successful recovery. Emotional factors of fear, anxiety, and depression were important aspects of presurgical and postsurgical experiences. Conclusion. Our Spine Surgery Recovery conceptual model provides guidance for future research and clinical practice to optimize treatment and improve overall patient satisfaction. Recommendations based on this model include the assessment of patient expectations and mental well-being throughout postoperative recovery as well as preoperatively to help set realistic expectations and improve satisfaction. Educational, acceptance-based or positive psychological interventions may be potentially beneficial for addressing key factors identified in this model. © 2023 Wolters Kluwer Health, Inc. All rights reserved.
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Claims the paper makes
10 of 33 cited sources checked · 5 supported · 0 flagged · accuracy not yet measured
- Interpretationcitation
Participants' reasons for electing spine surgery align with prior quantitative studies indicating that pain reduction, walking tolerance, physical function, overall quality of life, other therapies not helping, and surgeon/doctor recommendation are important factors influencing patients' decision to undergo spine surgery.
“Participants' reasons for electing spine surgery align with prior quantitative studies indicating that pain reduction, 11,12,14,27 walking tolerance, 12,14 physical function, 27 overall quality of life, 13 other therapies not helping, 14 and surgeon/doctor recommendation 27 are important factors influencing patients' decision to undergo spine surgery.”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [11] 11. Bono CM, Harris MB, Warholic N, et al. Pain intensity and patients' acceptance of surgical complication risks with lumbar fusion. Spine. 2013;38(2):140-147. doi:10.1097/ BRS.0b013e318279b648 [PubMed: 23124256] source
The Discussion identifies pain as important to surgical decisions and reports a prior questionnaire finding that patients valued walking tolerance. The Results associate prior spinal injections with willingness to proceed, but the Discussion only suggests that this may reflect dissatisfaction with other treatments; it does not establish that unsuccessful therapies themselves influenced the decision. Physical function, quality of life, and doctor recommendation are cited to other sources in the sentence. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [12] 12. Bederman SS, Mahomed NN, Kreder HJ, McIsaac WJ, Coyte PC, Wright JG. In the eye of the beholder: preferences of patients, family physicians, and surgeons for lumbar spinal surgery. Spine. 2010;35(1):108-115. doi:10.1097/BRS.0b013e3181b77f2d [PubMed: 20042962] source
- cites [14] 14. Mannion AF, Junge A, Elfering A, Dvorak J, Porchet F, Grob D. Great expectations: really the novel predictor of outcome after spinal surgery? Spine. 2009;34(15):1590-1599. doi:10.1097/ BRS.0b013e31819fcd52 [PubMed: 19521272] source
- Study design and conductcitation
32 participants was deemed an adequate sample size to develop an in-depth perspective of patients' experiences across groups stratified by 12-month postoperative ODI score.
“Prior qualitative literature suggests that approximately 9 to 17 interviews are needed to identify a range of thematic issues and 16-24 interviews are needed to develop a richer understanding of the themes described.22,23 Thus, 32 participants was deemed an adequate sample size to develop an in-depth perspective of patients' experiences across groups stratified by 12month postoperative ODI score.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [22] 22. Hennink M, Kaiser BN. Sample sizes for saturation in qualitative research: A systematic review of empirical tests. Soc Sci Med 1982. 2022;292:114523. doi:10.1016/j.socscimed.2021.114523 source
- cites [23] 23. Hennink MM, Kaiser BN, Marconi VC. Code Saturation Versus Meaning Saturation: How Many Interviews Are Enough? Qual Health Res. 2017;27(4):591-608. doi:10.1177/1049732316665344 [PubMed: 27670770] source
- Premisecitation
One study found that dispositional optimism measured prior to lumbar surgery was significantly associated with greater patient satisfaction 2 years after surgery.
“One study found that dispositional optimism measured prior to lumbar surgery was significantly associated with greater patient satisfaction 2 years after surgery.42”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [42] 42. Lee J, Kim HS, Shim KD, Park YS. The Effect of Anxiety, Depression, and Optimism on Postoperative Satisfaction and Clinical Outcomes in Lumbar Spinal Stenosis and Degenerative Spondylolisthesis Patients: Cohort Study. Clin Orthop Surg. 2017;9(2):177. doi:10.4055/ cios.2017.9.2.177 [PubMed: 28567219] source
- Premisecitation
Robust literature supports preoperative psychological distress and fear of movement as significant risk factors for poorer post-surgical outcomes.
“Robust literature supports preoperative psychological distress and fear of movement as significant risk factors for poorer post-surgical outcomes, 30,[43][44][45][46]”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [30] 30. Havakeshian S, Mannion AF. Negative beliefs and psychological disturbance in spine surgery patients: a cause or consequence of a poor treatment outcome? Eur Spine J Off Publ Eur Spine Soc Eur Spinal Deform Soc Eur Sect Cerv Spine Res Soc. 2013;22(12):2827-2835. doi:10.1007/ s00586-013-2822-5 source
The Discussion reports that preoperative fear-avoidance beliefs significantly predicted poor surgical outcome and that many previous studies found a similar association. It also says many, but not all, studies linked preoperative psychological distress to poor outcomes; this study found no predictive power for distress (Discussion; Conclusion). The claim therefore overstates the support for both factors as significant risk factors. (LLM, conf=0.90)
Experimental — accuracy not yet measured - cites [43] 43. Amaral V, Marchi L, Martim H, et al. Influence of psychosocial distress in the results of elective lumbar spine surgery. J Spine Surg Hong Kong. 2017;3(3):371-378. doi:10.21037/jss.2017.08.05 source
- cites [44] 44. Costelloe C, Burns S, Yong RJ, Kaye AD, Urman RD. An Analysis of Predictors of Persistent Postoperative Pain in Spine Surgery. Curr Pain Headache Rep. 2020;24(4):11. doi:10.1007/ s11916-020-0842-5 [PubMed: 32072357] source
- Premisecitation
Studies have found that patients' expectations for improvement after spine surgery tend to be more optimistic than those of surgeons.
“Studies have found that patients' expectations for improvement after spine surgery tend to be more optimistic than those of surgeons.32,33”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [32] 32. Aoude A, Litowski M, Aldebeyan S, et al. A Comparison of Patient and Surgeon Expectations of Spine Surgical Outcomes. Glob Spine J. 2021;11(3):331-337. doi:10.1177/2192568220907603 source
- cites [33] 33. Mancuso CA, Duculan R, Cammisa FP, et al. Concordance Between Patients' and Surgeons' Expectations of Lumbar Surgery. Spine. 2021;46(4):249-258. doi:10.1097/ BRS.0000000000003775 [PubMed: 33156286] source
- Premisecitation
Preliminary work suggests that a single preoperative education session has the potential to improve satisfaction and fulfilled expectations for patients undergoing lumbar fusion.
“Preliminary work suggests that a single preoperative education session has the potential to improve satisfaction and fulfilled expectations for patients undergoing lumbar fusion.34”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [34] 34. Eastwood D, Manson N, Bigney E, et al. Improving postoperative patient reported benefits and satisfaction following spinal fusion with a single preoperative education session. Spine J Off J North Am Spine Soc. 2019;19(5):840-845. doi:10.1016/j.spinee.2018.11.010 source
The Discussion reports that patients who attended a single preoperative education session had improved satisfaction and had their expectations met at 12 weeks. However, the Patient demographics and Conclusion sections describe the study population as undergoing thoracolumbar fusion; our copy does not report these outcomes separately for lumbar fusion patients. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Study design and conductcitation
Participants were recruited through a stratified purposeful sampling approach from a cohort of 80 adults enrolled in a randomized controlled trial evaluating CBPT versus education after elective lumbar spine surgery.
“Participants were recruited through a stratified purposeful sampling approach from a cohort of 80 adults enrolled in a randomized controlled trial evaluating the efficacy of a cognitive-behavioral-based physical therapy (CBPT) program compared to education in patients following elective lumbar spine surgery (NCT01131611).20”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [20] 20. Archer KR, Devin CJ, Vanston SW, et al. Cognitive-Behavioral-Based Physical Therapy for Patients With Chronic Pain Undergoing Lumbar Spine Surgery: A Randomized Controlled Trial. J Pain Off J Am Pain Soc. 2016;17(1):76-89. doi:10.1016/j.jpain.2015.09.013 source
The Methods (Trial Design) identify this as the randomized trial comparing CBPT with Education after lumbar spine surgery, and give the cited trial registration number. The paper does not describe stratified purposeful sampling from a cohort of 80 adults; its Results report 102 enrolled and 86 randomized. The Methods (Sample Size and Power) describe 80 as a planned sample size, not the enrolled cohort. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Findingown data
The statement 'I was expecting a miracle...' represents the beliefs shared by most patients who participated in this qualitative study.
“Although this statement may seem idealistic, it represents the beliefs shared by most patients who participated in this qualitative study of patients undergoing lumbar spine surgery.”
Quote in the paperSubstantial claim - Findingown data
Many patients reported a lengthy period of recovery and adjustment after surgery.
“Many patients reported a lengthy period of recovery and adjustment after surgery.”
Quote in the paperSubstantial claim - Findingown data
Changes in pain after surgery were mixed, especially in comparison to expectations of complete relief.
“Changes in pain after surgery were mixed, especially in comparison to expectations of complete relief.”
Quote in the paperSubstantial claim - Findingown data
The quality of communication with healthcare providers appeared to play a key role in forming outcome expectations.
“The quality of communication with healthcare providers appeared to play a key role in forming outcome expectations.”
Quote in the paperSubstantial claim - Findingown data
All participants discussed the effect of pain on physical function, daily activities, social interactions, employment, and emotions.
“All participants discussed the effect of pain on physical function, including movement (standing, bending, walking, lifting, and transitions) and daily activities (dressing, housework, yard work, sleeping, and driving), as well as on social interactions, employment, and emotions.”
Quote in the paperNot a substantial claim - Findingown data
A few participants never reached a stable recovery, as they went from one surgery that did not produce the desired results to another.
“A few participants never reached a stable recovery, as they went from one surgery that did not produce the desired results to another.”
Quote in the paperNot a substantial claim - Findingown data
Some participants reported greater or continued limitations with certain daily activities, such as driving and traveling long distances.
“Some participants also reported greater or continued limitations with certain daily activities, such as with driving and traveling long distances.”
Quote in the paperNot a substantial claim - Findingown data
Accepting limitations and adjusting expectations played a role in recovery for many participants.
“Accepting limitations and adjusting expectations played a role in recovery for many participants.”
Quote in the paperSubstantial claim - Findingown data
Setting specific goals helped participants early in the recovery process.
“Setting specific goals helped participants early in the recovery process.”
Quote in the paperNot a substantial claim - Findingnone given
Overall, activity slowly increased over the first 6 months after surgery.
“Overall, activity slowly increased over the first 6 months after surgery.”
Quote in the paperNot a substantial claim - Findingown data
The recovery time also appeared to be discussed, with some participants remembering that they were told it would take 6 months to return to normal activity.
“The recovery time also appeared to be discussed, with some participants remembering that they were told it would take 6 months to return to normal activity.”
Quote in the paperNot a substantial claim - Findingown data
The study developed a conceptual model for Spine Surgery Recovery that describes how patients' decision to have surgery is affected by pain and its impact on daily function, coping strategies, and patient expectations.
“Using an iterative inductive/deductive qualitative analysis approach [24][25][26] , a conceptual model for Spine Surgery Recovery (Figure 1) was developed that describes how the patients' decision to have surgery is affected by pain and its impact on daily function, coping strategies, and patient expectations.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [24] 24. Azungah T. Qualitative research: deductive and inductive approaches to data analysis. Qual Res J. 2018;18(4):383-400. doi:10.1108/QRJ-D-18-00035 source
- cites [25] 25. Bingham AJ, Witkowsky P. Deductive and inductive approaches to qualitative data analysis. In: Analyzing and Interpreting Qualitative Data: After the Interview. Sage; 2021:133-146.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [26] 26. Fereday J, Muir-Cochrane E. Demonstrating Rigor Using Thematic Analysis: A Hybrid Approach of Inductive and Deductive Coding and Theme Development. Int J Qual Methods. 2006;5(1):80- 92. doi:10.1177/160940690600500107 source
- Findingown data
Participants attempted many alternative treatment options before choosing back surgery including physical therapy, injections, and chiropractic care.
“Participants described attempting many alternative treatment options before choosing back surgery including physical therapy, injections, and chiropractic care.”
Quote in the paperNot a substantial claim - Findingown data
The most frequently coded expectations were for pain relief and improvement in physical movement and daily activities.
“The most frequently coded expectations were for pain relief and improvement in physical movement and daily activities.”
Quote in the paperNot a substantial claim - Findingown data
Despite continued pain, many participants reported having improvement in physical function.
“Despite the continued pain, many participants reported having improvement in physical function.”
Quote in the paperSubstantial claim - Findingown data
Participants described acute and long-term effects pain had on emotions including stress, anxiety, depression, and irritability.
“Participants also described the acute and long-term effects pain had on emotions including stress, anxiety, depression, and irritability.”
Quote in the paperNot a substantial claim - Findingown data
Besides adjusting expectations, several participants expressed the importance of remaining positive and optimistic while actively participating in their recovery.
“Besides adjusting expectations, several participants expressed the importance of remaining positive and optimistic while actively participating in their recovery.”
Quote in the paperSubstantial claim - Findingown data
With respect to emotional challenges after surgery, the categories most frequently coded were fear and anxiety followed by depression.
“With respect to emotional challenges after surgery, the categories most frequently coded were fear and anxiety followed by depression.”
Quote in the paperNot a substantial claim - Findingown data
Most participants measured the success of their surgery against the level of pain and function they experienced preoperatively.
“Most participants measured the success of their surgery against the level of pain and function they experienced preoperatively.”
Quote in the paperSubstantial claim - Findingown data
Patients who chose surgery had outcome expectations derived from interactions with healthcare providers, websites, and conversations with friends and family.
“Patients who chose surgery had outcome expectations derived from a variety of sources including interactions with healthcare providers, websites, and conversations with friends and family.”
Quote in the paperNot a substantial claim - Findingown data
Participants discussed the return of numbness and tingling in the legs and feet.
“Participants also discussed the return of numbness and tingling in the legs and feet.”
Quote in the paperNot a substantial claim - Findingown data
The largest number of quotes coded in the chronic pain category described extreme pain (9-10 on a scale of 10).
“the largest number of quotes coded in this category described extreme pain (9-10 on a scale of 10).”
Quote in the paperNot a substantial claim - Findingown data
Participants described the physical, emotional, and social burden of both chronic back and leg pain leading to their decision to undergo spine surgery.
“Participants described the physical, emotional, and social burden of both chronic back and leg pain leading to their decision to undergo spine surgery.”
Quote in the paperSubstantial claim - Findingown data
Approximately half of participants in our study expressed dissatisfaction with some aspect of their surgical outcomes.
“Approximately half of participants in our study expressed dissatisfaction with some aspect of their surgical outcomes.”
Quote in the paperSubstantial claim - Findingnone given
In our conceptual model of Spine Surgery Recovery, fulfilled expectations is included as a postsurgical experience that may change over time depending on other patient experiences, such as social support and fear/anxiety, and post-surgical actions.
“In our conceptual model of Spine Surgery Recovery, fulfilled expectations is included as a postsurgical experience that may change over time depending on other patient experiences, such as social support and fear/anxiety, and post-surgical actions.”
Quote in the paperSubstantial claim - Findingown data
Our conceptual model highlights that patients perceive fear, anxiety and depression as important aspects of both preoperative and postoperative experiences.
“Our conceptual model highlights that patients perceive fear, anxiety and depression as important aspects of both preoperative and postoperative experiences.”
Quote in the paperSubstantial claim - Findingown data
Participants did not share preoperative expectations for improved emotional well-being.
“Interestingly, participants did not share preoperative expectations for improved emotional well-being.”
Quote in the paperNot a substantial claim - Findingown data
In line with prior quantitative studies, this study demonstrates that many patients have expectations for recovery that exceed their actual reported outcomes (i.e., expectation-actuality discrepancy).
“In line with prior quantitative studies 19 , this study demonstrates that many patients have expectations for recovery that exceed their actual reported outcomes (i.e., expectationactuality discrepancy).14”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [19] 19. Witiw CD, Mansouri A, Mathieu F, Nassiri F, Badhiwala JH, Fessler RG. Exploring the expectation-actuality discrepancy: a systematic review of the impact of preoperative expectations on satisfaction and patient reported outcomes in spinal surgery. Neurosurg Rev. 2018;41(1):19-30. doi:10.1007/s10143-016-0720-0 [PubMed: 27053222] source
- cites [14] 14. Mannion AF, Junge A, Elfering A, Dvorak J, Porchet F, Grob D. Great expectations: really the novel predictor of outcome after spinal surgery? Spine. 2009;34(15):1590-1599. doi:10.1097/ BRS.0b013e31819fcd52 [PubMed: 19521272] source
- Interpretationreasoning
Patients' fulfilled expectations and their level of satisfaction may fluctuate throughout the recovery period as pain and function improve, stabilize, or worsen, relating back to postsurgical experiences and actions as a dynamic process.
“Patients' fulfilled expectations and their level of satisfaction may fluctuate throughout the recovery period as pain and function improve, stabilize, or worsen, relating back to postsurgical experiences and actions as a dynamic process.”
Quote in the paperSubstantial claim - Premisecitation
A smaller body of research has found early postoperative fear of movement, anxiety and depression predicts worse spine surgery outcomes.
“while a smaller body of research has found early postoperative fear of movement, anxiety and depression predicts worse spine surgery outcomes.29,31,47,48”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [29] 29. Archer KR, Wegener ST, Seebach C, et al. The Effect of Fear of Movement Beliefs on Pain and Disability After Surgery for Lumbar and Cervical Degenerative Conditions: Spine. 2011;36(19):1554-1562. doi:10.1097/BRS.0b013e3181f8c6f4 source
- cites [31] 31. Rahman R, Ibaseta A, Reidler JS, et al. Changes in patients' depression and anxiety associated with changes in patient-reported outcomes after spine surgery. J Neurosurg Spine. 2020;32(6):871-890. doi:10.3171/2019.11.SPINE19586 source
- cites [47] 47. Seebach CL, Kirkhart M, Lating JM, et al. Examining the role of positive and negative affect in recovery from spine surgery. Pain. 2012;153(3):518-525. doi:10.1016/j.pain.2011.10.012 [PubMed: 22119337] source
- Interpretationreasoning
Thus, the results of this study will not generalize to all patients undergoing lumbar spine surgery.
“Thus, the results of this study will not generalize to all patients undergoing lumbar spine surgery.”
Quote in the paperNot a substantial claim - Study design and conductcitation
The study sample (N=32) was stratified by reduction in ODI score at 12 months following surgery (12.8-points or greater vs. less than 12.8-points).
“The study sample (N=32) was stratified by reduction in Oswestry Disability Index (ODI) score at 12 months following surgery (12.8-points or greater vs. less than 12.8-points).21”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [21] 21. Copay AG, Glassman SD, Subach BR, Berven S, Schuler TC, Carreon LY. Minimum clinically important difference in lumbar spine surgery patients: a choice of methods using the Oswestry Disability Index, Medical Outcomes Study questionnaire Short Form 36, and pain scales. Spine J Off J North Am Spine Soc. 2008;8(6):968-974. doi:10.1016/j.spinee.2007.11.006 source
- Premisecitation
Prior studies evaluating the expectation-actuality discrepancy only measured expectations preoperatively.
“Prior studies evaluating the expectation-actuality discrepancy only measured expectations preoperatively.14,18”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [14] 14. Mannion AF, Junge A, Elfering A, Dvorak J, Porchet F, Grob D. Great expectations: really the novel predictor of outcome after spinal surgery? Spine. 2009;34(15):1590-1599. doi:10.1097/ BRS.0b013e31819fcd52 [PubMed: 19521272] source
- cites [18] 18. Saban KL, Penckofer SM. Patient expectations of quality of life following lumbar spinal surgery. J Neurosci Nurs J Am Assoc Neurosci Nurses. 2007;39(3):180-189. doi:10.1097/01376517-200706000-00009 source
- Premisecitation
ACT has been shown to reduce pain interference and pain-related distress for patients living with chronic pain.
“ACT has been shown to reduce pain interference and pain-related distress for patients living with chronic pain.37”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] 37. Hughes LS, Clark J, Colclough JA, Dale E, McMillan D. Acceptance and Commitment Therapy (ACT) for Chronic Pain: A Systematic Review and Meta-Analyses. Clin J Pain. 2017;33(6):552- 568. doi:10.1097/AJP.0000000000000425 [PubMed: 27479642] source
- Study design and conductnone given
A limitation of the study is that the qualitative interviews were conducted at a single time point more than 12 months after surgery rather than longitudinally from pre-to post-surgery.
“A limitation of the study is that the qualitative interviews were conducted at a single time point more than 12 months after surgery rather than longitudinally from pre-to post-surgery.”
Quote in the paperNot a substantial claim - Premisecitation
Two studies have demonstrated that the expectation-actuality discrepancy is an important predictor of patient satisfaction up to 12 months after spine surgery.
“Two studies have demonstrated that the expectation-actuality discrepancy is an important predictor of patient satisfaction up to 12 months after spine surgery.14,18”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [14] 14. Mannion AF, Junge A, Elfering A, Dvorak J, Porchet F, Grob D. Great expectations: really the novel predictor of outcome after spinal surgery? Spine. 2009;34(15):1590-1599. doi:10.1097/ BRS.0b013e31819fcd52 [PubMed: 19521272] source
- cites [18] 18. Saban KL, Penckofer SM. Patient expectations of quality of life following lumbar spinal surgery. J Neurosci Nurs J Am Assoc Neurosci Nurses. 2007;39(3):180-189. doi:10.1097/01376517-200706000-00009 source
- May combine two claims. 25
- Classified as probably not a substantial claim. 18
May combine two claims.
PremisecitationPreliminary work has evaluated illness acceptance and ACT-based interventions in surgical patients, but there is very little work to date in orthopedic surgical populations.
“Preliminary work has evaluated illness acceptance and ACT-based interventions in surgical patients, but there is very little work to date in orthopedic surgical populations.[38][39][40]”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites [38] 38. Dindo L, Zimmerman MB, Hadlandsmyth K, et al. Acceptance and Commitment Therapy for Prevention of Chronic Postsurgical Pain and Opioid Use in At-Risk Veterans: A Pilot Randomized Controlled Study. J Pain Off J Am Pain Soc. 2018;19(10):1211-1221. doi:10.1016/ j.jpain.2018.04.016 source
- cites [39] 39. Zielazny P, Biedrowski P, Lezner M, Uzdrowska B, Blaszczyk A, Zarzeczna-Baran M. Acceptance of illness, beliefs about pain control and coping strategies among patients scheduled for surgery for osteoarthritis of the spine. Post Psychiatr Neurol. 2013;22(4):251-258.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [40] 40. Katz J, Weinrib AZ, Clarke H. Chronic postsurgical pain: From risk factor identification to multidisciplinary management at the Toronto General Hospital Transitional Pain Service. Can J Pain Rev Can Douleur. 2019;3(2):49-58. doi:10.1080/24740527.2019.1574537 source
The “TPS ACT-based psychological outcomes” section reports a preliminary evaluation of ACT in postsurgical patients, supporting that part of the sentence. Our copy does not establish that illness acceptance was evaluated or that very little work exists in orthopedic surgical populations. Page numbers are unavailable in the indexed passages. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
Findingnone givenOther important postsurgical actions included managing pain and symptoms, receiving support from family and friends, and communicating with the healthcare team.
“Other important postsurgical actions included managing pain and symptoms, receiving support from family and friends, and communicating with the healthcare team.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Findingown dataThe Spine Surgery Recovery conceptual model organizes the patient narrative into a framework to inform future research and clinical practice in pre- and post-operative areas that are meaningful to patients.
“Our Spine Surgery Recovery conceptual model organizes the patient narrative into a framework to inform future research and clinical practice in pre-and post-operative areas that are meaningful to patients.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningImportant themes included time spent listening to patients as well as clear explanations of recovery.
“Important themes included time spent listening to patients as well as clear explanations of recovery.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Findingown dataThe conceptual model presents a framework for understanding how expectations and post-surgical experiences and actions contribute to satisfaction and the perception of successful surgical outcomes.
“The conceptual model also presents a framework for understanding how expectations and post-surgical experiences and actions contribute to satisfaction and the perception of successful surgical outcomes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe decision to have surgery is usually made after trying many other treatments without lasting benefit and with the recommendation of a trusted physician.
“The decision to have surgery is usually made after trying many other treatments without lasting benefit and with the recommendation of a trusted physician.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMany participants expressed having back and leg pain, with the leg pain described as particularly unbearable.
“Many participants expressed having back and leg pain, with the leg pain described as particularly unbearable.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMost participants took over-the-counter or used narcotic medication, with few experiencing sufficient relief.
“Most participants took over-the-counter or used narcotic medication, with few experiencing sufficient relief.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningParticipants described being able to walk again and go back to work inside and outside the home.
“Participants described being able to walk again and go back to work inside and outside the home.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWe found that pain relief and improvement in physical movement and daily activity were the most frequently discussed expectations, which is consistent with previous studies in this patient population.
“We found that pain relief and improvement in physical movement and daily activity were the most frequently discussed expectations, which is consistent with previous studies in this patient population.27,28”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [27] 27. Canizares M, Gleenie RA, Perruccio AV, et al. Patients' expectations of spine surgery for degenerative conditions: results from the Canadian Spine Outcomes and Research Network (CSORN). Spine J Off J North Am Spine Soc. 2020;20(3):399-408. doi:10.1016/ j.spinee.2019.10.001 source
- cites [28] 28. Mancuso CA, Cammisa FP, Sama AA, Hughes AP, Ghomrawi HMK, Girardi FP. Development and testing of an expectations survey for patients undergoing lumbar spine surgery. J Bone Joint Surg Am. 2013;95(19):1793-1800. doi:10.2106/JBJS.L.00338 [PubMed: 24088972] source
May combine two claims.
Findingown dataParticipants expected to regain much of the daily function they had lost because of chronic pain, with most expecting a quick recovery with little pain.
“Participants expected to regain much of the daily function they had lost because of chronic pain, with most participants expecting a quick recovery with little pain.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataParticipants expressed that the outcomes of surgery were not the same every day, and some talked about having good and bad days.
“However, participants expressed that the outcomes of surgery were not the same every day, and some talked about having good and bad days.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAbout half of the participants reported that their pain went away or improved, and the other half found that the pain stayed the same or worsened over time.
“About half of the participants reported that their pain went away or improved, and the other half found that the pain stayed the same or worsened over time.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe decision to have surgery for most participants occurred when pain had become unbearable, they experienced activity limitations that severely impacted quality of life, or when doctors told them it would be the best or only option for pain relief.
“The decision to have surgery for most participants occurred when the pain had become unbearable, they experienced activity limitations that severely impacted quality of life, or when doctors told them it would be the best or only option for pain relief.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Findingnone givenPatients undergoing lumbar spine surgery have high expectations for pain relief and improved function.
“Patients undergoing lumbar spine surgery have high expectations for pain relief and improved function.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
Findingown dataOur study provides additional patient perspective with regard to positive factors that promote enhanced recovery.
“Our study provides additional patient perspective with regard to positive factors that promote enhanced recovery.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataA conceptual model of Spine Surgery Recovery was developed that highlights the importance of the impact of chronic pain on daily function, pain coping, and patient expectations on the decision to have surgery and of post-surgical experiences and actions on patient satisfaction.
“A conceptual model of Spine Surgery Recovery was developed that highlights the importance of the impact of chronic pain on daily function, pain coping, and patient expectations on the decision to have surgery and of post-surgical experiences and actions on patient satisfaction.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Findingnone givenThis qualitative study captured the in-depth, lived experiences of patients from the decision to undergo lumbar spine surgery through long-term postoperative recovery.
“This qualitative study captured the in-depth, lived experiences of patients from the decision to undergo lumbar spine surgery through long-term postoperative recovery.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAlthough many participants in our study felt there had been sufficient communication with the healthcare team prior to surgery, some participants perceived that they had not been adequately informed of what to expect.
“Although many participants in our study felt there had been sufficient communication with the healthcare team prior to surgery, some participants perceived that they had not been adequately informed of what to expect.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAlthough preoperative expectations of improved emotions were not explicitly discussed by participants in our study, the emotional impacts of pain and functional limitations both before and after surgery emerged as important factors.
“Although preoperative expectations of improved emotions were not explicitly discussed by participants in our study, the emotional impacts of pain and functional limitations both before and after surgery emerged as important factors.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataFrom the interviews and focus groups, 1,355 coded quotes were analyzed.
“From the interviews and focus groups, 1,355 coded quotes were analyzed.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAdjusting expectations and acceptance appear to be important post-surgical actions.
“Adjusting expectations and acceptance appear to be important post-surgical actions.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOur findings suggest that patients adjust their expectations for further improvement during postoperative recovery and choose to accept the functional limitations they experience from pain.
“Our findings suggest that patients adjust their expectations for further improvement during postoperative recovery and choose to accept the functional limitations they experience from pain.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataParticipants described a range of fears after surgery such as fear of falling, fear of worsening pain leading to another surgery, and fear of current pain becoming permanent damage.
“Participants described a range of fears after surgery such as fear of falling, fear of worsening pain leading to another surgery, and fear of current pain becoming permanent damage.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataResults confirmed and expanded findings from prior quantitative studies that chronic pain impact on daily function, pain coping, and patient expectations are important components of patients' decision to have surgery as well as the postoperative recovery process.
“Results confirmed and expanded findings from prior quantitative studies that chronic pain impact on daily function, pain coping, and patient expectations are important components of patients' decision to have surgery as well as the postoperative recovery process.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenInterviews were conducted by a trained and experienced qualitative researcher and a clinical psychologist moderated the focus groups.
“Interviews were conducted by a trained and experienced qualitative researcher and a clinical psychologist moderated the focus groups.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataA hierarchical coding system was developed by an experienced qualitative researcher and quotes were organized into 16 major themes with categories.
“A hierarchical coding system was developed by an experienced qualitative researcher (D.G.D) and quotes were organized into 16 major themes with categories (Table 2).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenPrior to completing qualitative interviews, participants completed a trial comparing CBPT to education after lumbar spine surgery, reported high baseline fear of movement to be eligible for the trial, and were largely of self-reported white race.
“Prior to completing qualitative interviews, participants completed a trial comparing CBPT to education after lumbar spine surgery, reported high baseline fear of movement to be eligible for the trial, and were largely of self-reported white race.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenAssessing and supporting patients' emotional needs is necessary throughout postoperative recovery.
“Assessing and supporting patients' emotional needs is necessary throughout postoperative recovery.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningParticipants were recruited equally across strata in order to ensure that a balanced sample of patients was analyzed.
“Participants were recruited equally across strata in order to ensure that a balanced sample of patients was analyzed.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningOverall, our Spine Surgery Recovery conceptual model provides guidance for future research as well as clinical practice considerations to optimize treatment and improve overall patient satisfaction.
“Overall, our Spine Surgery Recovery conceptual model provides guidance for future research as well as clinical practice considerations to optimize treatment and improve overall patient satisfaction.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenEngaging patients and setting realistic expectations of short-term and long-term recovery optimizes satisfaction with outcomes.
“Engaging patients and setting realistic expectations of short-term and longterm recovery is important to optimize satisfaction with outcomes.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationChronic pain acceptance is a construct that has been validated in multiple chronic pain populations and shown to predict disability and distress.
“Chronic pain acceptance is a construct that has been validated in multiple chronic pain populations and shown to predict disability and distress.35”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [35] 35. McCracken LM, Vowles KE, Eccleston C. Acceptance of chronic pain: component analysis and a revised assessment method. Pain. 2004;107(1-2):159-166. [PubMed: 14715402] source
Classified as probably not a substantial claim.
Study design and conductnone givenPatients were excluded from the trial if undergoing lumbar spine surgery for spinal deformity, pseudarthrosis, trauma, infection, or if they were involved in litigation related to a workplace injury.
“In addition, patients were excluded from the trial if undergoing lumbar spine surgery for spinal deformity, pseudarthrosis, trauma, infection, or if they were involved in litigation related to a workplace injury.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenInstitutional Review Board approval and written informed consent was obtained from enrolled participants.
“Institutional Review Board approval and written informed consent was obtained from enrolled participants.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenAll sessions were recorded and transcribed.
“All sessions were recorded and transcribed.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenPatients with unfulfilled expectations benefit from accepting a certain degree of pain and functional limitations after surgery and adjusting their expectations for improvement.
“Patients with unfulfilled expectations benefit from accepting a certain degree of pain and functional limitations after surgery and adjusting their expectations for improvement.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenPatients benefit from positive psychological resources, including an optimistic mindset and active engagement in rehabilitation.
“Patients benefit from positive psychological resources, including an optimistic mindset and active engagement in rehabilitation.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
In-depth patient-driven perspectives of the dichotomy between patients' preoperative expectations and their long-term postoperative reality, and the factors that influence surgical recovery, are missing from the literature.
“To date, in-depth patient-driven perspectives of this dichotomy between patients' preoperative expectations and their long-term postoperative reality, and the factors that influence surgical recovery is missing from the literature.”
The paper relies on this without support.
Dispositional optimism is an understudied characteristic in patients undergoing spine surgery.
“Dispositional optimism 41 is an understudied characteristic in patients undergoing spine surgery.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Citation for the previously described trial sample points to an unrelated paper
MinorThe text cites reference 23 as a description of the trial sample, but reference 23 is about interview saturation rather than that trial.
“The trial sample has been previously described 23 and included individuals with back and/or lower extremity pain for greater than 6 months”
“23. Hennink MM, Kaiser BN, Marconi VC. Code Saturation Versus Meaning Saturation: How Many Interviews Are Enough? Qual Health Res. 2017;27(4):591-608.”
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“In qualitative studies, emotional factors have been described as salient experiences before and after spine surgery 8,9 and patients identi fi ed a need for more nonpharmacological postoperative pain management strategies.”
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“52 Several papers, like”
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“22 This study has several limitations.”
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“A rich observation sample was selected for this study, based on the principle of qualitative research theme saturation, 26 which is defined as when no new themes or sub-themes emerge at the time of data analysis.”
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“56 This type of innovative model offers benefits to physicians in providing guidance to maximize treatment options for spine patients and obtain the best possible satisfaction rates.”
Preoperative Expectations in Patients Undergoing Lumbar and Cervical Spine Surgery
Archer, K. R., Bley, J. A., Hymel, A. M., Haney, H. M., Oleisky, E. R., Coronado, R. A., Brintz, C., Abtahi, A. M., Stephens, B. F., & Pennings, J. S. (2025) · Spine · doi:10.1097/brs.0000000000005535
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“Older adult patients decide to have lumbar spine surgery to relieve neurologic symptoms [28], but new symptoms may burden and frustrate older adult patients.”
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- Authors
- Brintz, C. E., Coronado, R. A., Schlundt, D. G., Haug Jenkins, C., Bird, M. L., Bley, J. A., Pennings, J. S., Wegener, S. T., & Archer, K. R.
- Affiliations
- Vanderbilt University Medical Center (US)
- Vanderbilt University (US)
- CVS Health, Charlotte, NC
- Cedars-Sinai Medical Center (US)
- Johns Hopkins University (US)
- Corresponding author
- Archer, Kristin R.
- ORCID
- Venue
- Spine
- Published
- 2022-11-04
- Volume
- 48
- Issue
- 14
- Pages
- E235-E244
- ISSN
- 0362-2436 (ISSN-L)
- PMC
- PMC10949898
- OpenAlex
- W4313288864
- Cited by
- 20
- References
- 46
- Citations by year
- 2026: 5 · 2025: 10 · 2024: 3 · 2023: 2
- FWCI
- 2.24
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Spine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Patient-Centered Outcomes Research Institute (CER-1306-01970)
- Georgia Clinical and Translational Science Alliance (UL1TR000445)
- National Institutes of Health (UL1TR000445, KL2TR002245)
- National Institute of Arthritis and Musculoskeletal and Skin Diseases (R21AR062880)
- National Center for Advancing Translational Sciences
- National Center for Complementary and Integrative Health (K23AT011569)
- H2020 European Research Council
- Topics
- Health Sciences › Medicine › Pharmacology › Musculoskeletal pain and rehabilitation
- Health Sciences › Medicine › Pathology and Forensic Medicine › Spine and Intervertebral Disc Pathology
- Health Sciences › Health Professions › General Health Professions › Patient Satisfaction in Healthcare
- Keywords
- lumbar spine surgery, postoperative recovery, patient satisfaction, patient expectations, conceptual model, chronic low back pain, pain coping, emotional factors, anxiety, depression, optimism, acceptance, patient decision-making, psychological intervention
- MeSH terms
- Female, Humans, Motivation, Personal Satisfaction, Patient Satisfaction, Neurosurgical Procedures, Qualitative Research
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-11.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-11.
Cited sources are checked by gpt-6-sol.
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 ›
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