Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/66889, first published .
Effect of a Digital Health Exercise Program on the Intention for Spinal Surgery in Adult Spinal Deformity: Exploratory Cross-Sectional Survey

Effect of a Digital Health Exercise Program on the Intention for Spinal Surgery in Adult Spinal Deformity: Exploratory Cross-Sectional Survey

Effect of a Digital Health Exercise Program on the Intention for Spinal Surgery in Adult Spinal Deformity: Exploratory Cross-Sectional Survey

1Department of Orthopaedic Surgery, MetroHealth Medical Center, 2500 MetroHealth Dr, Cleveland, OH, United States

2Department of Medicine, The Larner College of Medicine, The University of Vermont, Burlington, VT, United States

3Department of Medical, Medical College of Wisconsin, Milwaukee, WI, United States

4The Department of Orthopaedics, Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, United States

5Duke Spine Center, Duke University Health System, Durham, NC, United States

6Department of Spine Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University Rothman Institute, Philadelphia, PA, United States

7Department of Biomedical Engineering, Johns Hopkins University, San Diego, CA, United States

*these authors contributed equally

Corresponding Author:

Marsalis Christian Brown, MD


Background: Adult spinal deformity (ASD) is a prevalent condition estimated at 38%. Symptomatic ASD is associated with substantial health care costs. The role of nonoperative interventions in the management of ASD remains elusive. The National Scoliosis Clinic’s (NSC) scoliosis realignment therapy (SRT) is a personalized digital health exercise program for the nonoperative management of ASD.

Objective: This exploratory study had two objectives: (1) to evaluate the effect of the SRT program on users’ intention of having spinal fusion; and (2) from a US payer perspective, to estimate the annual cost savings per 100,000 beneficiaries by averting spinal surgery.

Methods: Individuals were enrolled in the SRT study from October 1, 2023 to September 1, 2024. Participants completed a web-based, cross-sectional survey about their history of prior scoliosis surgery and intent of having surgery before and after use of SRT (on a 4-point Likert scale, where 1 = “No Intent for Surgery” and 4 = “High Intent for Surgery”). Intent for surgery before and after participation in SRT was compared using a nonparametric Wilcoxon signed-rank test for paired data. Annual cost savings per 100,000 beneficiaries by averting spinal fusions were estimated separately for commercial payers and Medicare using published literature and public data sources. Payer expenditures were inflation-adjusted to 2024 US dollars using the Hospital Services component of the Consumer Price Index.

Results: A total of 62 NSC members (38.8%) responded to the survey and were enrolled in the SRT program for an average (SD) of 17 (12) weeks. The mean (SD) age was 65.3 (13.5) years, and the majority were female (47/48, 98%) and White (45/46, 98%). Among the SRT users who did not have prior scoliosis surgery (n=56), 14% (8/56) reported a decrease in intent for surgery (that is, a lower Likert score) with the use of SRT. The mean (SD) intent for surgery scores before compared to after SRT were 1.29 (0.53) and 1.14 (0.35), respectively (mean difference 0.15 [P=.006]). Participants with “No Intent for Surgery” pre- versus postuse of SRT (42/56 versus 48/56, respectively) corresponded to an absolute risk reduction of 11% and a number needed to treat of 9 to avert one spinal fusion. Among the 6 participants who transitioned to “No Intent” for spinal surgery with the use of SRT, 3 were aged <65 years and 3 were ≥65 years of age. The annual cost savings from averted spinal surgeries were estimated at US $415,000 per 100,000 commercially-insured beneficiaries and US $617,000 per 100,000 Medicare beneficiaries.

Conclusions: SRT is a personalized, scoliosis-specific digital health exercise program with the potential for averting 1 spinal surgery for every 9 participants, resulting in a substantial reduction in payer expenditures while improving the quality of care for commercial payers and Medicare beneficiaries.

JMIR Form Res 2025;9:e66889

doi:10.2196/66889

Keywords



Adult spinal deformity (ASD) is a common condition with an estimated prevalence of 38% for primary (de novo) degenerative scoliosis [1,2]. ASD is a 3-dimensional deformity of the spine defined by a major curve magnitude angle of ≥10°, and women are more likely to have the diagnosis [1-4]. Patients with symptomatic ASD report increased back pain as well as lower health-related quality of life as demonstrated by worse SF-36 (36-Item Short Form Health Survey) scores compared to the general population [5,6].

As the US population continues to age, there is growing interest in understanding the most effective means to manage ASD. While nonoperative modalities are typically the first-line treatment for patients with symptomatic ASD, the role of nonoperative management has been questioned, with some studies reporting 2-year costs ranging from US $2041 to US $14,022 without improvements in patient outcomes [7-9]. In contrast, several studies have reported that patients who receive operative interventions for ASD have significantly reduced disability and pain and better improvement in clinical outcomes compared to nonoperative treatment [9-12]. However, spinal fusion is costly (Medicare reimbursement of $60,269 [13]) and carries significant risks; a multicenter database study of nearly 1000 adult surgical patients with ASD with 2-year follow-up reported an overall complication rate of 67.4% [14], and a separate meta-analysis demonstrated complication rates ranging from 17.0% to 71.5% [12]. Considering the substantial economic burden and complication rate associated with operative interventions for ASD—and noting that, other digital care programs in orthopedics (low back pain and chronic knee pain) have demonstrated significant reductions in surgical intent [15-17]—this study sought to further elucidate the role of a digital health program in the nonoperative management of ASD.

The National Scoliosis Clinic’s (NSC) Scoliosis Realignment Therapy (SRT) is a remote, exercise-based, ScolioPilates® therapy specifically designed for individuals with scoliosis. ScolioPilates® is a scoliosis-specific exercise program using elongation, corrective breathing, strengthening, and activities of daily living to address pain associated with scoliosis. Additionally, members of SRT are enrolled in a supportive community with virtual group sessions, education, and AI-driven technology to assess spinal curvature with personalized therapy. While Clohisy et al [18] reported that the majority of patients crossover from nonoperative to operative treatment due to perceived worsening of symptoms, Rhode et al [19] recently reported that the use of SRT for 6 weeks resulted in significant improvement in pain as measured using the Scoliosis Research Society Health-Related Quality of Life Questionnaire (SRS-22r).

This exploratory study had two objectives: (1) to evaluate the effect of the SRT program on users’ intention of having spinal fusion; and (2) from a US payer perspective, to estimate the annual cost savings per 100,000 beneficiaries by averting spinal surgery.


Recruitment

Individuals with scoliosis were recruited to the NSC through multiple mechanisms, including social media and the NSC website. NSC members were enrolled nationwide in the SRT study between October 1, 2023 and September 1, 2024. All NSC members using SRT during the aforementioned time period were invited by email to participate in the closed, web-based, cross-sectional survey about surgical intention. A formal sample size calculation was not performed, given that this was an exploratory study. In addition to demographics and clinical characteristics, the survey asked, “Has a surgeon ever told you you need scoliosis surgery, or offered you surgery?”, “Have you ever intended to have scoliosis surgery?” and “Since you have started working with the NSC SRT, what is your current intention to have scoliosis surgery?” Responses to the questions about surgical intent were graded on a 4-point Likert scale, where 1=No Intent for Surgery, 2=Low Intent, 3=Moderate Intent, and 4=High Intent for Surgery. Given that this was an exploratory web-based survey, radiographic parameters were not collected.

Statistical Analysis

The primary outcome measure was the intent to pursue surgical correction of scoliosis pain. A nonparametric Wilcoxon signed-rank test for paired data was conducted to evaluate the difference in intention scores before and after SRT. The Wilcoxon test is appropriate for small samples that are not normally distributed. All analyses were performed using R software (version 4.4.1; R Foundation for Statistical Computing).

For potentially averted spinal surgeries, annual cost savings per 100,000 beneficiaries were estimated separately for US commercial payers and Medicare using published literature and multiple public data sources (Table 1). Payer expenditures were inflation-adjusted to US dollars in 2024 by using the Hospital Services component of the Consumer Price Index.

Table 1. Parameter values, data sources, and estimated cost savings from potentially averted spinal fusions among individuals with adult spinal deformity in the United States (2024, $US) [20].
ParameterValueSource
CommercialMedicare
Medical resource use for scoliosis by adults, %0.5021.531[20,21]
Adult scoliosis patients per 100,000 beneficiaries, n5021531Derived
Convert from nonoperative care to spinal fusion (annual), %21.721.7[22]
Conversions to spinal fusion (annual), n109332Derived
Absolute risk reduction in intent for surgery, %1111SRT survey
SRTa participation rate (users), %2828[23]
Spinal fusions averted annually per 100,000 beneficiaries, n3.410.2Derived
Spinal fusion insurer payment, US $bc123,551d60,269[13,24,25]
Annual cost savings per 100,000 beneficiaries, $414,534616,504Derived

aSRT: scoliosis realignment therapy.

bWeighted average of diagnosis-related group (DRG) 456 (spinal fusion with spinal curvature with major complication, 25%), DRG 457 (spinal fusion with spinal curvature with complication, 59%), and DRG 458 (spinal fusion with spinal curvature without complication or major complication, 16%).

cInflated from 2022 to 2024 (half) US $ using the Consumer Price Index for hospital services; multiplier 1.097.

dCalculated using a Medicare-to-commercial payment multiplier of 2.05 for hospital inpatient services.

Data Exclusion

Users with prior spinal fusion surgery were excluded from the surgical intent analysis. Participants were given 2 weeks to respond to the survey, with subsequent reminders. Users who failed to respond to the surgical intent questions were excluded.

Ethical Considerations

This web-based survey evaluated a wellness program, not a medical treatment, and study data were deidentified for privacy and confidentiality protection. The datasets generated and analyzed during this study were restricted to the researchers conducting the analysis. NSC members who participated in the web-based survey study were provided US $50 gift cards for the completion of the survey.

Per the Office of Human Research Protections, under the US Department of Health and Human Services, research that (1) involves only survey procedures of adults and (2) is collected in a deidentified fashion is exempt from institutional review board (IRB) review and informed consent can be waived [26]. A retrospective IRB exemption was obtained for this study, confirming that both conditions are met, and therefore, this study was IRB exempt, and informed consent was not indicated.


User Statistics

In total, 160 NSC members were invited to participate in the survey; 62 (38.8%) individuals nationwide voluntarily completed the survey. Six participants were excluded from the intention to pursue surgery analysis: 5 who had prior fusion surgery and 1 who did not respond. Among survey respondents who reported age (N=47), the mean (SD) age was 65.3 (13.5) years (age <65 years, 40%; age ≥65 years, 60%). The mean (SD) SRT duration of use was 118 (86.6 days); the majority were female (47/48, 98%) and White (45/46, 98%; Table 2).

Table 2. Demographics and clinical characteristics of scoliosis realignment therapy (SRT) cross-sectional survey participants with adult spinal deformity (n=62).
CharacteristicValue
Age in years, mean (SD)65.3 (13.5)
Age <65 years, n (%)19 (30.6)
Age ≥65 years, n (%)28 (45.2)
Did not respond15 (24.2)
Gender, n (%)
Female47 (75.8)
Male1 (1.6)
Did not respond14 (22.6)
Race, n (%)
White45 (72.6)
American Indian and Caucasian1 (1.6)
Did not respond16 (25.8)
SRT Duration of Use in days, mean (SD)118 (86.6)
Offered scoliosis surgery in the past, n (%)
Yes15 (24.2)
No26 (41.9)
Did not respond21 (33.9)
Prior fusion surgery for scoliosis, n (%)a
Yes5 (8.1)
No56 (90.3)
Did not respond1 (1.6)

aIndividuals with either prior fusion surgery or no response excluded from surgical intent analysis.

Evaluation Outcomes

Surgical Intent

Overall, 14% of participants (8/56) reported a decrease in intent for scoliosis surgery (ie, a lower Likert score) with the use of SRT, and no participants reported an increase in surgical intent. The mean (SD) intent for surgery scores before compared to after SRT were 1.29 (0.53) and 1.14 (0.35), respectively (mean difference 0.15 [P=.006]; Table 3). Participants with “No Intent” for spinal surgery pre- versus postuse of SRT (42/56 versus 48/56, respectively) corresponded to an absolute risk reduction of 11% and a number needed to treat of 9 to potentially avert 1 spinal fusion (1 divided by 0.11). Among the 6 participants who transitioned to “No Intent” for spinal surgery with the use of SRT, 3 were aged <65 years (ages 30, 62, and 64 years, respectively) and 3 were aged ≥65 years (ages 73, 73, and 82 years, respectively).

Table 3. Intentions for surgical intervention for adult spinal deformity prior to and after using scoliosis realignment therapy (SRT; cross-sectional survey; n=56).
StatementPercentage of respondentsMean (SD)a
No intentLowModerateHigh
Have you ever intended to have scoliosis surgery?75.021.43.60.01.29 (0.530)
Since you have started working with the NSCb SRT, what is your current intention to have scoliosis surgery?85.714.30.00.01.14 (0.353)

aFour-point Likert scale, where 1=No Intent for Surgery, 2=Low Intent, 3=Moderate Intent, and 4=High Intent. P=0.006, Wilcoxon signed-rank test.

bNSC: National Scoliosis Clinic.

Estimated Cost Savings by Averting Spinal Fusion

The percentage of adult patients using medical services for scoliosis was 0.502% (age 18‐64 years) and 1.531% (age ≥65 years) for commercial and Medicare beneficiaries, respectively, or, 502 and 1531 per 100,000 beneficiaries, respectively (Table 1). An estimated 21.7% (41/189) of these patients converted from nonoperative care to spinal fusion annually. Applying the SRT-related 11% absolute risk reduction and an assumed 28% SRT participation rate based on digital health wellness intervention programs without incentives, a total of 3.4 fusions would potentially be averted annually per 100,000 commercially insured beneficiaries and 10.2 fusions potentially avoided annually per 100,000 Medicare beneficiaries. Applying a Medicare payment of US $60,269 for hospital inpatient spinal fusion (weighted average of diagnosis-related groups [DRGs] 456‐458 in 2024 in US $) and multiplier for Medicare-to-commercial payment of 2.05 (ie, commercial payment of US $123,551), the annual cost savings from averted surgeries were estimated at US $415,000 per 100,000 commercially insured beneficiaries, and US $617,000 per 100,000 Medicare beneficiaries (Table 1).


Principal Findings

This web-based, cross-sectional survey study explored whether the use of SRT, a personalized digital therapy program for adults with scoliosis, resulted in a reduction in intent for spinal surgery. After using SRT for an average of 17 weeks, an 11% absolute risk reduction in intent for surgery was observed, which corresponds to a number needed to treat of 9, suggesting that one spine surgery could potentially be averted for every 9 individuals using SRT. Hence, SRT offers a promising nonoperative therapy that may decrease spinal fusions with its associated risks and economic burden.

Comparison With Prior Work

The reduced intent in pursuing surgery with the use of SRT is consistent with other digital care programs in orthopedics, recognizing that scoliosis is a unique condition with its own clinical challenges. For a 12-week digital care program in low back pain, Shebib et al [15] demonstrated a significant reduction in surgical interest (P=.01). Similarly, Smittenaar and colleagues [16] reported a decrease in surgery intent at 3 months (P<.001) with a 12-week digital care program for chronic knee pain. Mecklenburg et al [17] also found that the self-reported likelihood of having surgery decreased over 1 year with the use of a digital care program for chronic knee pain (P=.01).

Investigators have reported conversion rates from nonoperative to operative treatment ranging from 12.7% (24/189) within 1 year to 31% (42/135) after 6 months [18,22]. Clohisy et al [18] further noted that the majority (90%) of patients crossed over from nonoperative to operative treatment due to perceived worsening of symptoms, and the remainder because the patients believed that the nonsurgical therapies were ineffective. Rhode et al [19] recently reported outcomes following 6 weeks of SRT using SRS-22r. Specifically, a significant improvement was observed in the pain (P<.001), self-image (P=.05), and mental health (P<.001) subdomains of the SRS-22r, with the improvement in the pain subdomain exceeding the minimal clinically important difference threshold. In addition, these investigators reported high satisfaction with the SRT program (9.5 out of 10, where 1=Extremely Dissatisfied and 10=Extremely Satisfied) [19]. Given that the SRT cohort reported in the study by Rhode et al (n=23) [19] is a subset of those reported herein (n=62), the statistically significant decrease in intent for surgery is consistent with the previously reported perceivable improvement in pain with the use of SRT. These consistent findings across SRT studies support the validity of using the question on surgical intent to extrapolate to the estimated cost savings.

In light of the aging population among other factors, Wadhwa and colleagues [27] reported that, among both commercial and Medicare beneficiaries, the rate of fusion for adult spinal deformity surgery doubled from 2007 to 2015. In addition, Passias et al [9] reported that the mean 2-year cost of nonoperative treatment was US $2041, and the mean 2-year cost for operative treatment was US $66,860 based on Medicare reimbursements. As such, the estimated cost savings for averted surgeries reported in the present study are likely underestimated for multiple reasons, specifically, the percentage of beneficiaries seeking medical care for scoliosis is based on data from 2013 [20], the DRG reimbursement amounts reflect only the spinal surgery hospitalization (including the global period) [13], and incentives could increase the SRT participation rate [23].

The cost analyses are based on the best available published data, recognizing that more recent trends in insurer reimbursement and technological advancements may not be reflected. The cost-savings estimates rely on several assumptions, including a 28% participation rate for intervention-focused digital wellness programs. Mattke et al [23] described the relationship between incentive structure and participation rate, noting that the use of incentives increased wellness program participation. Our analysis assumed no incentives with an intervention-focused participation rate of 28% (versus 30% if any incentives). Others have reported a 32% participation rate for physical well-being programs [28]. Hence, assuming the absence of incentives offers a conservative estimate of the participation rate.

Limitations

There are several limitations of this formative research study. First, participants used SRT for an average of 17 weeks, which begs the question about whether the observed decrease in surgical intent would be sustained. That said, Smittenaar et al [16] found that the reduction in surgery interest continued for 6 months following the initiation of a digital health program for chronic knee pain (P<.001), and Mecklenburg et al [17] reported that the decreased likelihood of knee surgery with the use of a digital care program was sustained over 5 years (P=.002). Second, the self-reported survey data are subjective and participants completed both the pre- and post-SRT questions about surgical intention after initiating SRT, which potentially may be subject to recall bias. Third, the pre-post study design may be subject to confounding because it lacks an independent control or comparison group and is less rigorous than a randomized control trial; notwithstanding, each participant served as their own control. Furthermore, study participants were not blinded in that they were aware of using SRT, which may have introduced the possibility of performance bias. Lastly, although participants represented a nationwide sample of adults with scoliosis, the study included a relatively small cohort that did not permit the exploration of nuanced effects and was not ethnically diverse; therefore, the results may not be generalizable. Future studies will explore the durability of SRT use on surgical intent with a larger, more diverse cohort.

Conclusions

SRT is a personalized, scoliosis-specific digital health exercise program with the potential for averting 1 spinal fusion for every 9 participants, resulting in a substantial reduction in payer expenditures while improving the quality of care for commercial payer and Medicare beneficiaries. The SRT remote, digital care program holds promise as a feasible strategy to transform the nonoperative paradigm in adult spinal deformity. Digital care delivery is becoming more common with currently available health technology, and can increase patient agency and engagement, while improving overall outcomes and decreasing health care spending.

Acknowledgments

Generative AI was not used in any portion of the manuscript writing.

Data Availability

The datasets generated and analyzed during this study are available from the corresponding author on reasonable request.

Authors' Contributions

MCB was involved in the conceptualization, data analysis, interpretation of findings, and manuscript preparation. CQL was involved in the conceptualization, interpretation of findings, and manuscript preparation. CJ was involved in the conceptualization, data acquisition, data analysis, and manuscript preparation. MR was involved in the conceptualization and manuscript preparation. BR, JB, and BIW were involved in the conceptualization, manuscript preparation, and critical manuscript review. SJA was involved in the conceptualization, data analysis, interpretation of findings, manuscript preparation, and critical manuscript review.

Conflicts of Interest

SJA declares to have an advisory contract with NSite Medical.

MCB declares consulting for NSite Medical.

All other authors have no conflicts of interest to disclose.

  1. Bunnell WP. The natural history of idiopathic scoliosis before skeletal maturity. Spine (Phila Pa 1986). Oct 1986;11(8):773-776. [CrossRef]
  2. McAviney J, Roberts C, Sullivan B, Alevras AJ, Graham PL, Brown BT. The prevalence of adult de novo scoliosis: a systematic review and meta-analysis. Eur Spine J. Dec 2020;29(12):2960-2969. [CrossRef] [Medline]
  3. Schwab F, Dubey A, Gamez L, et al. Adult scoliosis: prevalence, SF-36, and nutritional parameters in an elderly volunteer population. Spine (Phila Pa 1986). May 2005;30(9):1082-1085. [CrossRef]
  4. Francis RS. Scoliosis screening of 3,000 college-aged women. The Utah study--phase 2. Phys Ther. Oct 1988;68(10):1513-1516. [Medline]
  5. Jackson RP, Simmons EH, Stripinis D. Incidence and severity of back pain in adult idiopathic scoliosis. Spine (Phila Pa 1976). Oct 1983;8(7):749-756. [CrossRef] [Medline]
  6. Bess S, Line B, Fu KM, et al. The health impact of symptomatic adult spinal deformity: comparison of deformity types to United States population norms and chronic diseases. Spine (Phila Pa 1976). Feb 2016;41(3):224-233. [CrossRef] [Medline]
  7. Glassman SD, Carreon LY, Shaffrey CI, et al. The costs and benefits of nonoperative management for adult scoliosis. Spine (Phila Pa 1986). Mar 2010;35(5):578-582. [CrossRef]
  8. Teles AR, Mattei TA, Righesso O, Falavigna A. Effectiveness of operative and nonoperative care for adult spinal deformity: systematic review of the literature. Global Spine J. Apr 2017;7(2):170-178. [CrossRef] [Medline]
  9. Passias PG, Ahmad W, Dave P, et al. Economic burden of nonoperative treatment of adult spinal deformity. J Neurosurg Spine. Dec 1, 2023;39(6):751-756. [CrossRef] [Medline]
  10. Bridwell KH, Glassman S, Horton W, et al. Does treatment (nonoperative and operative) improve the two-year quality of life in patients with adult symptomatic lumbar scoliosis. Spine (Phila Pa 1986). Sep 2009;34(20):2171-2178. [CrossRef]
  11. Liu S, Schwab F, Smith JS, et al. Likelihood of reaching minimal clinically important difference in adult spinal deformity: a comparison of operative and nonoperative treatment. Ochsner J. 2014;14(1):67-77. [Medline]
  12. Choi SH, Son SM, Goh TS, Park W, Lee JS. Outcomes of operative and nonoperative treatment in patients with adult spinal deformity with a minimum 2-year follow-up: a meta-analysis. World Neurosurg. Dec 2018;120:e870-e876. [CrossRef] [Medline]
  13. Data.CMS.gov centers for medicare and medicaid services. Medicare Inpatient Hospitals - by Geography and Service Data Dictionary | CMS Data. URL: https:/​/data.​cms.gov/​resources/​medicare-inpatient-hospitals-by-geography-and-service-data-dictionary-0 [Accessed 2024-09-17]
  14. Lafage R, Bass RD, Klineberg E, et al. Complication rates following adult spinal deformity surgery: evaluation of the category of complication and chronology. Spine (Phila Pa 1976). 2024;49(12):829-839. [CrossRef]
  15. Shebib R, Bailey JF, Smittenaar P, Perez DA, Mecklenburg G, Hunter S. Randomized controlled trial of a 12-week digital care program in improving low back pain. NPJ Digit Med. 2019;2(1):1. [CrossRef] [Medline]
  16. Smittenaar P, Erhart-Hledik JC, Kinsella R, Hunter S, Mecklenburg G, Perez D. Translating comprehensive conservative care for chronic knee pain into a digital care pathway: 12-week and 6-month outcomes for the hinge health program. JMIR Rehabil Assist Technol. Apr 5, 2017;4(1):e4. [CrossRef] [Medline]
  17. Mecklenburg G, Smittenaar P, Erhart-Hledik JC, Perez DA, Hunter S. Effects of a 12-week digital care program for chronic knee pain on pain, mobility, and surgery risk: randomized controlled trial. J Med Internet Res. Apr 25, 2018;20(4):e156. [CrossRef] [Medline]
  18. Clohisy JCF, Smith JS, Kelly MP, et al. Failure of nonoperative care in adult symptomatic lumbar scoliosis: incidence, timing, and risk factors for conversion from nonoperative to operative treatment. J Neurosurg Spine. Oct 1, 2023;39(4):498-508. [CrossRef] [Medline]
  19. Rhode M, Lin C, Jin C, et al. Does a digital care program for adult scoliosis improve outcomes? A pilot study. J Spine. 2024;13(4). [CrossRef]
  20. Daubs MD, Watkins-Castillo SI. Orthopedics research society (ORS), United States bone & joint initiative. Table 2B22: Healthcare visits for conditions contributing to curvature of spine disorders by age, United States. 2013. URL: https://www.bmus-ors.org/docs/bmus_e4_T2B.2.2.pdf [Accessed 2024-09-08]
  21. Projected population by five-year age group and sex for the united states. U.S. Census Bureau, Population Division; Nov 2023. URL: https://www.census.gov/data/tables/2023/demo/popproj/2023-summary-tables.html [Accessed 2024-09-08]
  22. Passias PG, Jalai CM, Line BG, et al. Patient profiling can identify patients with adult spinal deformity (ASD) at risk for conversion from nonoperative to surgical treatment: initial steps to reduce ineffective ASD management. Spine J. Feb 2018;18(2):234-244. [CrossRef] [Medline]
  23. Mattke S, Kapinos KA, Caloyeras JP, et al. Workplace Wellness Programs: Services Offered, Participation, and Incentives. RAND Corporation; 2015. URL: https://www.rand.org/pubs/research_reports/RR724.html [Accessed 2024-09-17]
  24. U.S. bureau of labor statistics. Consumer Price Index for All Urban Consumers, Hospital Services. URL: https://data.bls.gov/pdq/SurveyOutputServlet [Accessed 2024-09-08]
  25. Commercial reimbursement benchmarking: Commercial payment rates for medical services as percentage of Medicare fee-for-service rates. URL: https:/​/www.​milliman.com/​en/​insight/​commercial-reimbursement-benchmarking-payment-rates-medicare-fee-for-service [Accessed 2024-09-17]
  26. U.S. department of health and human services. Human Subject Regulations Decision Charts: 2018 Requirements. URL: https://www.hhs.gov/ohrp/regulations-and-policy/decision-charts-2018/index.html#c1 [Accessed 2025-04-22]
  27. Wadhwa H, Leung C, Sklar M, et al. Utilization trends, cost, and payments for adult spinal deformity surgery in commercial and medicare-insured populations. Neurosurgery. Dec 1, 2022;91(6):961-968. [CrossRef] [Medline]
  28. Valencia C. How to get employees to (actually) participate in well-being programs. Harvard Business Review Published online October. 2021. URL: https://hbr.org/2021/10/how-to-get-employees-to-actually-participate-in-well-being-programs [Accessed 2024-11-05]


ASD: adult spinal deformity
DRG: diagnosis-related group
IRB: institutional review board
NSC: National Scoliosis Clinic
SF-36: 36-Item Short Form Health Survey
SRT: scoliosis realignment therapy


Edited by Amaryllis Mavragani; submitted 25.09.24; peer-reviewed by Rajeshwari S Punekar; final revised version received 08.04.25; accepted 10.04.25; published 29.04.25.

Copyright

© Marsalis Christian Brown, Christopher Quincy Lin, Christopher Jin, Matthew Rohde, Brett Rocos, Jonathan Belding, Barrett I Woods, Stacey J Ackerman. Originally published in JMIR Formative Research (https://formative.jmir.org), 29.4.2025.

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