Dr. Lyman’s research interests focus primarily on two disparate areas: evaluation of challenges in access and quality in the musculoskeletal healthcare market and development and evaluation of patient outcomes after orthopedic surgery. Current research interests include developing a short-form patient-reported outcome for hip and knee replacement patients, evaluating new technologies for patient engagement and follow-up, comparative effectiveness of alternative therapies for femoral acetabular impingement of the hip joint, defining the value of orthopedic care delivery, and determining the effect of healthcare market characteristics on hip fracture repair access and outcomes.
Dr. Lyman collaborates closely with orthopedic surgeons, rheumatologists, radiologists, anesthesiologists, biomechanical engineers, hospital administrators, and statisticians at HSS where he directs the Healthcare Research Institute. In that role he oversees the Biostatistics Core for HSS, provides methodological support to the HSS orthopedic registries, and leads research programs in health policy and patient outcome evaluation.
Externally, Dr. Lyman is a consultant with the FDA Center for Device and Radiologic Health in orthopedic device approval. He also consults with the Japanese Orthopaedic Association and Japanese Society for Arthroscopy, Knee Surgery, and Orthopaedic Sports Medicine on survey development. Dr. Lyman serves as an assistant editor for the HSS Journal; on the editorial board of the American Journal of Orthopedics; as a reviewer for BMJ, the American Journal of Sports Medicine, and Clinical Orthopedics and Related Research; and sits on the scientific committee of the International Society for Arthroscopy, Knee Surgery, and Orthopaedic Sports Medicine (ISAKOS). He is a member of ISAKOS, the European Society of Sports Traumatology, Knee Surgery & Arthroscopy (ESSKA), and AcademyHealth.
Director, Healthcare Research Institute, Hospital for Special Surgery
Associate Scientist, Hospital for Special Surgery
Associate Professor of Public Health, Department of Health Policy and Research, Weill Cornell Medical College
English
1. Dunn WR, Lyman S, Lincoln AE, Amoroso PJ, Wickiewicz T, Marx RG. The effect of ACL reconstruction on the risk of knee reinjury. American Journal of Sports Medicine 32(8):1906-14, 2004.
2. Lyman S, Jones EC, Bach PB, Peterson MGE, Marx RG. The association between hospital volume and total shoulder arthroplasty outcomes. Clinical Orthopaedics and Related Research 432:132-137, 2005.
3. Lyman S, Koulouvaris P, Sherman S, Do H, Mandl LA, Marx RG. Epidemiology of anterior cruciate ligament reconstruction: trends, readmissions, and subsequent knee surgery. Journal of Bone and Joint Surgery (American), 91(10):2321-8, 2009).
4. Lyman S, Oh LS, Reinhardt KR, Mandl LA, Katz JN, Levy BA, Marx RG. Surgical Decision-Making for Arthroscopic Partial Meniscectomy in Patients Over 40. J Arthroscopy, 28(4):492-501, 2012.
5. Potter HG, Sapna KJ, Ma Y, Black BR, Fung S, Lyman S. Cartilage injury following acute, isolated ACL tear: immediate and longitudinal effect with clinical/MRI follow up. Am J Sports Med, 40(2):276-85, 2012.
6. Lyman S, Hidaka C, Valdes A, Hetsroni I, Do H, Dunn W, Marx RG. Risk factors for meniscectomy following meniscal repair. Am J Sports Med, 41(12):2772-8, 2013.
7. Nawabi DH, Gold S, Lyman S, Fields K, Padgett DE, Potter HG. MRI predicts ALVAL and tissue damage in metal-on-metal hip arthroplasty. Clin Orthop Relat Res, 472(2):471-81, 2014. PMCID: PMC3890156
8. Dy CJ, Marx RG, Bozic KJ, Pan TJ, Padgett DE, Lyman S. Risk factors for revision within 10 years of total knee arthroplasty. Clin Orthop Relat Res, 472(4):1198-1207, 2014. PMCID: PMC3940740
9. Dodwell ER, Lamont LE, Green DW, Pan TJ, Marx RG, Lyman S. 20 years of pediatric anterior cruciate ligament reconstruction in New York state. Am J Sports Med, 42(3):675-80, 2014.
10. Dy CJ, Bozic K, Pan T, Wright T, Padgett D, Lyman S. Risk factors for early revision total hip arthroplasty. Arthritis Care & Research, Jun;66(6):907-15, 2014.
11. Dy CJ, Lyman S, Do HT, Fabricant PD, Marx RG, Green DW. Socioeconomic factors are associated with frequency of emergency department visits for closed pediatric fractures. J Ped Othop, 34(5):548-51, 2014. PMCID: PMC4051828
12. Dy CJ, Bozic KJ, Padgett DE, Pan TJ, Marx RG, Lyman S. Is changing hospitals for revision total joint arthroplasty associated with more complications? Clin Orthop Relat Res, 472(7):2006-15, 2014. PMCID: PMC4048404
Deputy Editor of Methodology & Biostatistics, Journal of Bone and Joint Surgery
One of the goals of HSS is to advance the science of orthopedic surgery, rheumatology, and related disciplines for the benefit of patients. Research staff at HSS may collaborate with outside companies for education, research and medical advances. HSS supports this collaboration in order to foster medical breakthroughs; however, HSS also believes that these collaborations must be disclosed.
As part of the disclosure process, this website lists Research staff collaborations with outside companies if the Research staff member received any payment during the prior year or expects to receive any payment in the next year. The disclosures are based on information provided by the Research staff and other sources and are updated regularly. Current ownership interests and leadership positions are also listed. Further information may be available on individual company websites.
Below are the healthcare industry relationships reported by Dr. Lyman as of April 10, 2023.
By disclosing the collaborations of HSS Research staff with industry on this website, HSS and its Research staff make this information available to patients and the public, thus creating a transparent environment for those who are interested in this information. Further, the HSS Conflicts of Interest Policy does not permit payment of royalties on products developed by him/her that are used on patients at HSS.
Feel free to ask the Research staff member about their relationship(s).
Orthopedics Today featuring Stephen Lyman, PhD
The Wall Street Journal reported that synthetic cartilage is becoming available as a potential alternative to joint replacement for patients suffering from cartilage loss.
According to the article, a product for big-toe arthritis is on the market and alternatives for the thumb, knee and shoulder are being tested.
HSS associate scientist Stephen Lyman, PhD, shared his perspective on the new treatment option. "What I'm worried about is the long-term risks about having [synthetic cartilage] in the body," he said.
Dr. Lyman added that additional, larger studies are needed to ensure safety.
Read the full article at wsj.com [subscription required]. This also appeared in the September 17, 2018 print issue.
In the print cover story of Orthopedics Today, HSS associate scientist Stephen Lyman, PhD, discussed the growing interest for using wearable technology as a research tool for patient-reported outcomes.
According to the article, the current standard medical practice involves using validated surveys to collect patient-reported outcome measures (PROMs). Dr. Lyman noted that PROMs surveys could be limited by patient health literacy.
"We are increasingly becoming aware that patients have cultural biases. They are not biases of the patients. It is just how people from different cultures interpret the same question, even if they speak the same language, may be different," said Dr. Lyman.
He added that once the technological challenges associated with wearables are ironed out, they could be more reliable and unbiased compared with the PROMs surveys.
"From a researcher's perspective, active tasks allow us to assign dexterity tasks for patients with hand or wrist conditions or, for example, cerebral palsy patients. That gives you a direct measurement of patient functional ability without the limitations of self-administered questionnaires and things like that where patients might not answer the question the way we expect them to," noted Dr. Lyman.
Read the full article at healio.com [registration required]. This also appeared in the July 2018 print issue.
Researchers from Hospital for Special Surgery (HSS), a world leader in musculoskeletal research and care, are calling for greater consensus in the orthopedic community around standardizing methods used to calculate patient-reported outcome measures (PROMs) for hip and knee replacements. Their research shows that current performance measures varied significantly depending on which method was applied when assessing outcomes from these procedures. These results were presented today at the 2018 American Academy of Orthopaedic Surgeons (AAOS) Annual Meeting.
"While significant progress has been made collecting PROMs data for joint replacements, no guidelines exist on the most accurate way to analyze these data to objectively measure and improve performance," said lead author Stephen Lyman, PhD, associate scientist at HSS. "Before policies are enacted, clinicians and payers must reach a consensus about which measures reflects the meaningful improvement in joint-related health."
PROMs are considered the gold standard for evaluating the effectiveness of hip or knee replacement procedures. Two of the most commonly utilized PROMs for the hip and knee are the Hip Disability and Osteoarthritis Outcomes Survey (HOOS), the Knee Injury and Osteoarthritis Outcomes Survey (KOOS), respectively, and their short form versions HOOS, JR. and KOOS, JR., respectively. The Centers for Medicare and Medicaid Services (CMS) have adopted these surveys in their Comprehensive Care for Joint Replacement (CJR) Model, which is a bundled payment plan for all primary elective total joint replacements performed in eligible Medicare patients.
This study, performed at HSS, included 2,323 people who underwent a total hip replacement procedure, and 2,630 people who underwent a total knee replacement procedure. Meaningful change of PROMs can be assessed using three measures: Minimal Detectable Change (MDC), Minimal Clinically Important Change, and Substantial Clinical Benefit. Answers from the HOOS and KOOS (original or JR.) are used to score these measures and currently several different methods can be applied to calculate the total score.
The results showed that there is wide variability in benchmarks when these methods are used to calculate them:
"We believe meaningful use of PROMs to assess care delivery and quality requires an understanding of how much change over time should be expected and how much change matters to patients," Alexander McLawhorn, MD, MBA, an orthopedic surgeon at HSS. "The anchor-based assessment is the only method that accounts for the patients’ perspective."
"We hope this analysis sparks important discussions about how quality and appropriateness are measured," said senior author Catherine H. MacLean, MD, PhD, chief value medical officer at HSS. "The orthopedic community must be careful before we start using PROMs scores for performance evaluations, and as a next step HSS researchers plan to explore in depth the care experience and broad outcomes of patients in relation to changes in their patient reported outcome scores."
HSS associate scientist Stephen Lyman, PhD is studying the potential advantages that wearable devices could have on your recovery from surgery, Orthopedics This Week reports.
"There are more than one million people annually who undergo hip and knee replacement in this country. Ensuring that we have a complete picture of their surgical recovery is an enormous job—one that can be helped by the emerging technology of wearable sensors and data collection," said Dr. Lyman.
He explained that he was interested in these devices as a way to monitor patient activity after treatment, such as their pain levels or daily steps.
Dr. Lyman studied 150 hip surgeries and 150 knee surgeries, tracking patients' steps for a month before and after surgery.
"My hypothesis is that patients in the group that returned to baseline were walking just a little preoperatively, and doing so in pain. I think the other group, however, included patients who were preoperatively more active, had been limited by their disability, and after surgery could return to their active lifestyles," said Dr. Lyman.
When discussing wearables and physical therapy, Dr. Lyman said that he hopes patients will someday be able to use an app and a wearable device to do physical therapy at home. "These devices have sensors that are much more robust than fitness trackers. They can pick up whether the patient is limping, how much knee flexion they have during the day, whether they are sitting or standing. The study is under IRB [Institutional Review Board] review at the moment and will move forward soon," he said.
Ultimately, Dr. Lyman hopes that wearables will enhance patient outcomes. "Assessing patient outcomes accurately, and on a large scale, is essential to providing the best care we can. Unfortunately, the long-term patient outcome data in orthopedics available today has significant limitations. This is one reason there is such a wide disparity in quality and cost of care for musculoskeletal conditions. For instance, the rate of complications after hip and knee surgery can be more than three times higher for procedures performed at some hospitals than others. Wearables are an important step forward to evaluating the success of orthopedic procedures and improving care."
Read the full article at ryortho.com [subscription required].