Kaiser Permanente Total Joint Replacement Registry (TJRR) Kaiser Permanente Total Joint Replacement Registry What is it? The TJRR is a database that monitors the outcomes of hip and knee implants in Kaiser Permanente members. How long has it been in existence? Created in 2001; it has undergone continuous updates and expansions since present day.1 Where it is located? US-based; it includes data from all seven Kaiser Permanente regions, representing 452 surgeons in 51 medical centers.2 Who oversees the registry? The TJRR is operated and managed by Kaiser Permanente staff and several internal advisory bodies. How does it work? The TJRR pulls information on member demographics (e.g., age, gender), implant models, surgeries or other procedures, and health outcomes directly from patient electronic health records (EHRs). Why is it used? To improve patients’ health outcomes by monitoring the safety of implanted devices; also aids in Kaiser Permanente quality improvement and research studies. What are its accomplishments? The TJRR is used within Kaiser Permanente to: improve quality of care (often resulting in positive changes at the medical center or clinician level); achieve cost savings (the majority of which comes from lowering the rate of revision surgeries); improve decision-making (TJRR allows clinicians and patients to make more informed decisions around care, including device choice); expedite surveillance (TJRR allows substandard performing devices and affected patients to be identified quickly so that appropriate care can be administered); and, inform medical device decision-making about which devices to offer throughout the system (often used as a resource when negotiating contracts with medical suppliers).3 Introduction to Kaiser Permanente Founded in 1945, Kaiser Permanente is an integrated health system with locations across the United States. Kaiser Permanente represents a working partnership of three components: • Kaiser Foundation Health Plan: a not-for-profit insurance plan; includes employers, employees and individual members; • Kaiser Foundation Hospitals: facilities providing medical care; owned and operated by Kaiser Permanente; and, • Permanente Medical Groups: for-profit physician-owned organizations that provide medical care to beneficiaries of the Health Plan.4 With 9.3 million members, Kaiser Permanente provides care throughout seven regions in the United States: Northern California, Southern California, Colorado, Georgia, Hawaii, Mid-Atlan- tic (District of Columbia, including Maryland and Virginia), and Northwest (Oregon/Washington).5 As both a payer and provider of health services, Kaiser Permanente has developed a suite of tools and data resources that support the delivery of better quality and lower cost health care. Critical to these efforts are several implant and medical device registries, called the National Implant Registries – one of which is the Total Joint Replacement Registry (TJRR). The TJRR is Kaiser Permanente’s first interregional implant registry, meaning that all regions contribute data. Now the largest registry database of its kind in the United States, enrollment is expected to surpass 200,000 patients in 2014.7 2 | Kaiser Permanente Total Joint Replacement Registry (TJRR) What is joint replacement surgery? Joint replacement is when a surgeon removes damaged cartilage and bone from a joint and replaces it with a machine made device of metal and plastic. In a partial joint replacement, the surgeon only replaces one part of a joint. In a total replacement, all parts of a joint are removed.6 In some instances, initial replacement surgeries must be corrected or done again. These are called revision surgeries. Hip and knee replacements are two types of joint replacement surgeries. Purpose The TJRR is used throughout Kaiser Permanente to: • Monitor revisions, failures, and key complication rates of knee and hip replacement surgeries (e.g., infection); • Identify patients at risk for poor clinical outcomes; • Identify the most effective surgical techniques and implant devices; • Track implant usage and costs; and, • Monitor and support implant recalls and advisories in cooperation with the US Food and Drug Administration (FDA).8 Figure 1: Data Entry and Use of Registry Along Patient Care Continuum Consultation with Orthopedic Surgeon (Pre-Operative) Patient and surgeon discuss implant options and potential outcomes. Risk calculators are used to inform the decision-making process. Surgery (Intra-Operative) Patient receives joint replacement surgery. Following the procedure, information about the procedure and the implanted device is entered into electronic health records and subsequently transfered into the TJRR. Follow up visit after 30 days (Post-Operative) Patient has a follow up visit with their orthopedic surgeon and reports on their recovery (including physical therapy). This information is entered into electronic health records and subsequently transfered into the TJRR. History and Development The TJRR originated in 2001 during a meeting of orthopedic surgeons who were debating ways to improve patient outcomes for total joint replacements. Their discussion was motivated by a very specific and pragmatic procurement question: which implants should the Kaiser Permanente system use to optimize patient outcomes? The answer would allow them to negotiate favorable contracts with medical device suppliers and improve care delivery for all total joint replacement patients. At the time, not much was known about total joint replacement procedures, the performance of similar devices, nor their associated outcomes for different patient populations. To answer these and other questions, the surgeons, in conjunction with the health system, decided to develop a total joint replacement registry for hips and knees. The TJRR is modeled after the Swedish Hip Arthroplasty Register, a similar effort that has proved successful in reducing revision rates (i.e., repeat surgeries required to adjust or replace an implanted device) among patients in Sweden.9 Follow up as needed Additional patient visits with their orthopedic surgeon and other physicians are captured through electronic health records. Figure 1 illustrates the points at which key data are captured in an EHR and then transferred to the TJRR.10 Information (Data) Included The TJRR includes data from multiple sources. Figure 2 illustrates the types of information captured from EHRs and other sources, and then regularly pushed to the TJRR. The Registry contains information on patient characteristics (e.g., age, height, weight, health history), as well as implant-specific information (e.g., type of medical device used, model number, manufactured date) and surgical techniques employed. Specific to implant surgeries, clinicians enter information into the EHR at three points during a patient’s encounter with the health system: pre-operative (before a procedure), intra-operative (during a procedure), and post-operative (after a procedure). After each encounter, data from the EHR are transferred into the Registry’s analytic platform. 3 | Kaiser Permanente Total Joint Replacement Registry (TJRR) Originally, the TJRR collected information using paper-based forms completed by physicians, nurses and other medical staff. Since moving to a fully electronic system, other sources of health data have been integrated into the Registry. These sources include outpatient pharmacy (e.g., prescriptions), lab (e.g., test results), radiology/imaging data (e.g., x-rays, CT scans) and others.11,12 Figure 2: Sources of Data Outpatient pharmacy Patient health history Lab data surgeons. The surgeons are also assured that their participation in the TJRR will not result in punitive repercussions; rather, all outputs, or analyses produced from the Registry, are aimed at quality improvement and better patient outcomes.15 Furthermore, clinician-focused analyses are only available for clinician use and not provided to others within the Kaiser Permanente system, including patients. These factors contribute to widespread clinician support. Another key component of TJRR success is that all data are validated by being cross-referenced by Kaiser Permanente staff and with electronic health records. This means that data are thoroughly checked for accuracy (e.g., correct procedure codes, identification numbers). The validation process ensures that TJRR data are of high quality and, as a result, stakeholders are fully confident in its ability to report surgical outcomes information correctly. What Is Produced, and Who Uses It? Total Joint Replacement Registry Radiology & Imaging Other sources (immunization, EKG, dictation, cancer registry) Medical device information Patient demographics Legend: Green indicates data from EHR; Blue indicates data from other sources.13 Management, Governance & Funding The TJRR is solely funded by the Kaiser Permanente Health Plan. The Health Plan views the Registry as a core quality improvement activity and thus supports its operation and long-term sustainability. The TJRR is guided by an internal steering committee comprised of orthopedic surgeons, hospital chiefs, regional quality improvement staff and members of the National Product Council. The representation on the steering committee is distributed among the different geographic regions of the Kaiser Permanente system.14 Noteworthy Attributes A main feature of the TJRR is the vast stakeholder buy-in and acceptance from within the Kaiser Permanente system. For example, the transition to an electronic system has eased the administrative burden that a paper-based system posed for participating Multiple stakeholders within the Kaiser Permanente health system use, reference, and rely on data and outputs (e.g., analyses, surgeon profiles) from the TJRR. Outputs are used for internal purposes, including decision-making and quality improvement activities. TJRR outputs help to identify opportunities for improvement within the Kaiser Permanente system, and generate value for a range of stakeholders. Outputs include: 1. Patient risk calculator for joint replacement revision: this calculator is a web-based tool that can be used by clinicians during patient visits. Clinicians are able to populate the calculator with real-time, easily determinable information on risk factors associated with surgery (e.g., diabetes, body mass index [BMI]) that can be used to help inform decision-making. For example, a man with a body mass index of 40 may have a predicted complication risk 50 percent higher than an otherwise comparable man who had surgery with a body mass index of 30. The high risk patient could receive additional treatment or be referred to a weight loss treatment program prior to joint surgery to reduce the patient’s risk of revision. • How to use the risk calculator: First, clinicians enter patient information (e.g., gender, height, weight) into the tool. They then select a procedure or condition on which to run the analysis, which uses Registry data from prior patients to draw inferences and “predict” the risk of revision surgery for the presenting patient. During the clinical encounter, hypothetical adjustments can then be made to patient information to see how changes – for example, in smoking status – affect likely revision rates. This exercise helps clinicians to illustrate the potential benefits of behavior change to their patients, and can serve as an effective tool for improving patient outcomes. 4 | Kaiser Permanente Total Joint Replacement Registry (TJRR) Table 1: Revision Example18 Highlight Risk for knee revision surgery in female patient, 52 years old, 5 feet and 1 inch Weight 260 lbs. 130 lbs. Osteoarthritis no no Post traumatic arthritis no no Rheumatoid arthritis no no Inflammatory arthritis status no no Osteonecrosis no no Diabetes status yes yes Revision risk for knee surgery within 5 years 2.9% 1.6% 2. Patient risk calculator for deep surgical site infection: Kaiser Permanente recently developed and implemented a deep surgical site infection calculator. This tool is similar to the joint replacement revision calculator, and allows clinicians to predict the likelihood of patients acquiring infections during or after surgery. While this tool is still being rolled out, publications on risk factors for deep surgical site infection are expected to be released soon.19 3. Reports (e.g., Interactive Statistical Process Control Charts): the TJRR produces quarterly internal reports that highlight trends and noteworthy statistics, such as devices with “poor” performance. This information is used to make decisions throughout the Kaiser Permanente system. Each medical center within the Kaiser Permanente system receives customized reports which include: risk adjusted medical center reports, dynamic web-based medical center reports, and medical center quarterly quality reports. One such medical center report uses an Interactive Statistical Process Control Chart to show the average medical device and outcome trends over time. Reports also show the standard deviation and a benchmark target line, if available. When data falls outside the statistical process control limits, showing improvement or worsening, it indicates a possible change in process for the medical center to investigate further. Medical chiefs then use this information to implement an action plan. 4. Confidential Surgeon Practice Profiles: the TJRR analyzes clinician-specific data bi-annually and produces a corresponding clinician profile. Currently, this information is provided via hard copy reports. In the future, clinicians will receive this information through their Kaiser Permanente employee secure web-portal. 5. Publications and presentations: Research findings are disseminated through peer-reviewed journal publications, posters and panel presentations at scientific meetings, such as the American Academy of Orthopaedic Surgeons.20 These TJRR outputs are publically available and are used by both internal Kaiser Permanente employees and external Permanente stakeholders. The TJRR has shown a reduction in hip revisions within the Kaiser Permanente from 15.4 percent (270 revisions/1,753 total cases) in 2002 to 10.1 percent (769 revisions/7,641 cases) in 2010.16,17 Data users and stakeholders include: 1. Surgeons access their profiles on the Kaiser Permanente platform, which includes customized performance and patient outcome reports derived from registry data. These outcomes are often used for individual performance evaluation and improvement (i.e., clinicians adjust their practices based on performance relative to peers21), and can provide continuing medical education credit opportunities. 2. Hospital Chiefs and Administrators receive quarterly reports on the performance of their centers relative to other centers in the Kaiser Permanente system with similar characteristics; they also are benchmarked against national performance rates. This information is used by Chiefs to help identify areas of substandard performance within their medical center and subsequently implement necessary improvement activities.22 3. Kaiser Permanente National Product Council and the Kaiser Permanente Procurement and Supply Team use TJRR data to analyze device performance (i.e., identify devices with higher revision rates) to inform their inclusion decisions for the entire Kaiser Permanente system and allow Kaiser Permanente to negotiate favorable device contracts with suppliers. TJRR data have also been used to develop formularies (listings of approved devices and medications by the health plan) for joint replacement.23 4. Other Kaiser Permanente Staff access TJRR findings and status reports through regular newsletters and internal symposia. This process of continually reporting registry findings contributes to a collaborative environment, allows all staff to feel accountable for outcomes, and thus, often leads to system improvements and practice changes.24 5. Researchers (both internal and external) use TJRR data (or resulting analyses) to answer clinical and research questions. Internal researchers use TJRR to support numerous research studies, many of which result in peer reviewed publications. Most recently, the TJRR was used in a study looking at surgical outcomes for knee replacement by diabetes status. The study concluded that patients with diabetes did not experience higher rates of revisions or infections than those without.25 6. Quality Group, a team that focuses on system-wide quality improvement activities, uses registry analyses to conduct their standard reporting activities. The widespread adoption of registries within the Kaiser Permanente system has helped to increase efficiency (e.g., time savings) and reduce unnecessary or duplicative work, which yields financial savings. Prior to the registry, the Quality Group ran individual queries in parallel Kaiser Permanente systems which was inefficient and often duplicative. 5 | Kaiser Permanente Total Joint Replacement Registry (TJRR) Figure 4: Examples of practice change resulting from data Based on the TJRR data, Kaiser Permanente has noted a change in surgeon practice for Total Knee Arthroplasty (knee replacement). Implanted knee replacement devices have several variations based on their mobility and material used. In 2007, TJRR findings indicated that two variations, uncemented total knee replacement and unicompartmental knee replacement surgeries, had higher failure rates. These findings were communicated to clinicians via TJRR reports. As a result of this activity, Kaiser Permanente noted fewer surgeons opting for these procedures. As a result of the decreased use of these procedures, Kaiser Permanente avoided an estimated 16 revisions surgeries from these procedures, with cost savings of more than $550,000 in the year following the communication of these findings.26 The TJRR was able to identify variation in device performance between hip implants with different sized femoral heads. Larger femoral head size was found to reduce the risk of revision surgery. These findings were disseminated to clinicians through site visits and other presentations. As a result, there was a significant reduction usage of smaller femoral heads in practice.27 The TJRR identified a three-times-higher risk of revision for hip resurfacing (a surgery where the femoral head is trimmed and capped with a smooth metal covering), as compared with total hip replacement. After providing feedback to surgeons, the number of surface replacements in Kaiser Permanente’s system decreased—from 261 in 2008 to 85 in 2012.28 Contributions The TJRR has multiple value propositions that warrant its continued support and integration in the Kaiser Permanente health system. While the value may vary by stakeholder, several TJRR contributions are viewed as important across all stakeholder groups: • Quality improvement activities: As mentioned, the Kaiser Permanente Quality Group relies heavily on registry data. The Quality Group’s internal improvement process often results in changes at the clinician level (e.g., changed performance practices) and/or medical center (e.g., changes to improve outcomes). For example, Kaiser Permanente has seen quality improvement through identification of affected patients during major recalls, identification of risk factors associated with outcomes of interest such as obesity and revision surgeries, development of risk calculators, and surveillance programs for infections and adverse events.29 Specific examples of quality improvement include: – When a medical center is identified as an outlier in performance, a team is assembled (either from within the center or from another region) to review medical charts and radiographic analyses, catalogue the reasons for each revision, document potential for improvement in each case, and share these findings during presentations to the medical center surgeons. These interventions have led to changes in clinical decision-making in medical centers identified as outliers. ◦A recent study of medical center variation for knee and hip replacement identified four centers that had higher than expected revision rates. In two centers with a high rate of total hip revision surgery, surgeons were early adopters of metal-on-metal total hip replacements, which are proven to result in worse patient outcomes. Both centers subsequently decreased the frequency of these implants and thus saw revision rates improve (i.e., closer to the regional mean). In one center with higher than expected total knee revision rates, the study identified a difference in clinical decision making. The center was giving patients with an erythematous wound a polyethylene exchange. The rate of this practice was more than double that at other medical centers, but infection rates were similar. Once this difference in clinical decision-making was identified, revision rates reduced closer to the regional mean.32 • Cost-savings: The TJRR has enhanced patient outcomes and reduced complication rates. Revision rates for total hip replacement have been reduced, leading to both the improvement in patient outcomes and money saved by avoidance of another surgery.33 According to Healthcare Bluebook, an independent organization analyzing pricing practices nationally, the total fair price of a knee replacement revision is $28,613 and a hip replacement revision is $29,161; this does not include costs for follow-up visits and physical therapy.34,35 Considering the reduction of revisions across the Kaiser Permanente health system and the costs of these surgeries, the TJRR has significantly reduced costs overall. • Informed patient decisions / facilitated patient interactions: Clinicians often use findings from the TJRR to inform shared decision-making with the patients. The most widely cited tool is the patient risk calculator. Clinicians noted that information from the Registry allows them to customize care for their patients and often leads to better outcomes (e.g., fewer surgical revisions) and cost-savings (e.g., avoidance of multiple surgery expenses).36 • Expedited device surveillance: There have been 28 device recalls, 21 occurring since 2008 to present.37 Once a device advisory or recall notification is announced by the U.S. FDA or a device manufacturer, the TJRR immediately identifies the affected patient population and subsequently sends a notification (e.g., electronic, paper-based, phone call) to those involved.38,39 Clinicians then consult with their patients to determine appropriate next steps. This real-time system is often cited as “advanced”. Other notification processes take a more 6 | Kaiser Permanente Total Joint Replacement Registry (TJRR) passive approach and rely on surgeons to contact their patients on their own (e.g., FDA alerts patients by contacting surgeons and/or posting billboards messages).40 Unaided by the Kaiser Permanente data infrastructure, external surgeons must rely on the accuracy of their specific practice’s information. Between surgeons retiring and patients changing health systems practices, there are gaps in this system. Noteworthy Recalls Addressed By Kaiser Permanente’s Tracking System All recalls are managed by Kaiser Permanente National Product Recall Program. The following example demonstrates the TJRR’s ability to navigate a recall quickly and effectively to ensure a high quality of care standards. • In August 2010, DePuy Orthopaedics issued a voluntary recall of its ASR XL Acetabular Hip System and DePuy ASR Hip Resurfacing System. Kaiser Permanente was able to identify all 645 patients with that device and subsequently appointed a national case manager to monitor these patients. To date, 133 patients have needed revision surgery.41,42 tries, an initiative aimed to facilitate and enhance inter-registry collaboration through the provision of a supportive infrastructure and the development of a distributed data network that uses innovative approaches to analyze the data.45 Kaiser Permanente is co-leading the effort to connect data from orthopedic registries worldwide to expand the sampling power of research both within Kaiser Permanente and external venues, furthermore, Kaiser Permanente is also collaborating with other US orthopedic registries (e.g., the California Joint Replacement Registry and FORCE-TJRR) to create quality metrics to better report outcomes on a national scale.46 Citations Paxton, E. et al. “The Kaiser Permanente Implant Registries: Effect on Patient Safety, Quality Improvement, Cost Effectiveness, and Research Opportunities,” Permanente Journal, Vol. 16, No. 2, Spring 2012, pp. 36-44. Available at: http://www.ncbi.nlm.nih. gov/pmc/articles/PMC3383159/. Accessed May 1, 2014. 1 Barber, T. “The Utility of a Total Joint Registry in Quality Improvement,” Presented at the American Academy of Orthopaedic Surgeons Annual Meeting, March 24, 2014. 2 Paxton, E. et al. “The Kaiser Permanente Implant Registries: Effect on Patient Safety, Quality Improvement, Cost Effectiveness, and Research Opportunities,” Permanente Journal, Vol. 16, No. 2, Spring 2012, pp. 36-44. Available at: http://www.ncbi.nlm.nih. gov/pmc/articles/PMC3383159/. Accessed May 1, 2014. 3 Future Opportunities Kaiser Permanente is committed to enhancing its work with the TJRR by: 1. Disseminating findings to the broader community, specifically a consumer audience; 2. Improving internal operations and performance; and, 3. Expanding its research portfolio through collaboration. Kaiser Permanente, History, available at: http://share.kaiserpermanente.org/article/history-of-kaiser-permanente/. Accessed on May 1, 2014. 4 Kaiser Permanente, Fast Facts, available at: http://share.kaiserpermanente.org/article/fast-facts-about-kaiser-permanente/. Accessed on May 1, 2014. 5 Disseminating findings Kaiser Permanente is looking to partner with consumer and patient groups to promote the TJRR patient risk calculator. Part of this dissemination includes conducting validation processes to determine whether the risk calculator can be appropriately scaled for use by consumers outside of the Kaiser Permanente system. Kaiser Permanente is also working to translate peer-reviewed journal articles citing TJRR data into resources appropriate for and relevant to consumer audiences.43 Improving internal operations and performance Within Kaiser Permanente, further work and research are ongoing to continuously learn about and improve upon aspects of the health system. For example, future research initiatives that use the TJRR include improving health outcomes for high risk populations, investigating drug and device interactions, and enhancing the electronic data capture system to monitor quality throughout the system.44 National Institute of Arthritis and Musculoskeletal and Skin Diseases. Joint Replacement Surgery: What Patients Should Know, available at: http://www.niams.nih.gov/News_and_Events/Announcements/2010/joint_replace_surg.asp. Accessed on May 1, 2014. 6 Key informant interview, Spring 2014. 7 Accountable Care Choices, Accountable Care Case Studies, available at: http://www.accountablecarechoices.org/case_studies/ kaiser-permanentes-joint-replacement-registry-improves-patient-outcomes-while-reducing-costs-1. Accessed on May 1, 2014. 8 Paxton, E. et al. “The Kaiser Permanente Implant Registries: Effect on Patient Safety, Quality Improvement, Cost Effectiveness, and Research Opportunities,” Permanente Journal, Vol. 16, No. 2, Spring 2012, pp. 36-44. Available at: http://www.ncbi.nlm.nih. gov/pmc/articles/PMC3383159/. Accessed May 1, 2014. 9 Paxton, E. and Funahashi, T. “Kaiser Permanente Implant Registries – Patient Focus Group,” Presented at Optimizing Registries for Patients and Consumers: Opportunities for Engagement in Registry Design and Use. AcademyHealth. April 29, 2013, Washington, DC. 10 Expanding its research portfolio Kaiser Permanente has partnered with the FDA to collaborate on international post-market surveillance activities using the TJRR through the International Consortium of Orthopaedic Regis- 7 | Kaiser Permanente Total Joint Replacement Registry (TJRR) Ibid. 11 Key informant interview, Spring 2014. 12 Paxton, E. and Funahashi, T. “Kaiser Permanente Implant Registries – Patient Focus Group,” Presented at Optimizing Registries for Patients and Consumers: Opportunities for Engagement in Registry Design and Use. AcademyHealth. April 29, 2013, Washington, DC. 13 Key informant interview, Spring 2014. 14 Ibid. 15 Paxton, E. 2012 John M. Eisenberg Patient Safety and Quality Awards: Kaiser Permanente Implant Registries Benefit Patient Safety, Quality Improvement, Cost-Effectiveness. The Joint Commission Journal on Quality and Patient Safety. Vol. 39, No. 6, June 2013. Available at: http://www.kpimplantregistries.org/ Publications/Journal_Articles/JCJQPS_Eseinbergaward_5.13. pdf. 16 Barber, T. “The Utility of a Total Joint Registry in Quality Improvement,” Presented at the American Academy of Orthopaedic Surgeons Annual Meeting, March 24, 2014. Available at: http://aaos2014.conferencespot.org/55844-aaosb1.927211/t-003-1.932388/f-024-1.934580/paper543-1.934709/ paper543-1.934710. Accessed May 1, 2014. 17 Paxton, E. “Kaiser Permanente National Total Joint Replacement Registry: aligning operations with information technology,” Clinical Orthopaedics and Related Research. Vol. 468, No. 10, pp. 2646-63. October 2010. Available at: http://www.ncbi. nlm.nih.gov/pubmed/20652461. 27 Paxton, E. “2012 John M. Eisenberg Patient Safety and Quality Awards: Kaiser Permanente Implant Registries Benefit Patient Safety, Quality Improvement, Cost-Effectiveness,” The Joint Commission Journal on Quality and Patient Safety. Vol. 39, No. 6, June 2013. Available at: http://www.kpimplantregistries.org/ Publications/Journal_Articles/JCJQPS_Eseinbergaward_5.13.pdf. 28 Paxton, E. et al. “The Kaiser Permanente Implant Registries: Effect on Patient Safety, Quality Improvement, Cost Effectiveness, and Research Opportunities,” Permanente Journal, Vol. 16, No. 2, Spring 2012, pp. 36-44. Available at: http://www.ncbi.nlm.nih. gov/pmc/articles/PMC3383159/. 29 Barber, T. “The Utility of a Total Joint Registry in Quality Improvement,” Presented at the American Academy of Orthopaedic Surgeons Annual Meeting, March 24, 2014. Available at: http://aaos2014.conferencespot.org/55844-aaosb1.927211/t-003-1.932388/f-024-1.934580/paper543-1.934709/ paper543-1.934710. 30 Key informant interview, Spring 2014. 31 Barber, T. “The Utility of a Total Joint Registry in Quality Improvement,” Presented at the American Academy of Orthopaedic Surgeons Annual Meeting, March 24, 2014. Barber, T. Patient risk calculator examples. E-mail to Jessica Winkler (Jessica.winkler@academyhealth.org). April 23, 2014. Cited May 2, 2014. 32 Paxton, E. et al. “The Kaiser Permanente Implant Registries: Effect on Patient Safety, Quality Improvement, Cost Effectiveness, and Research Opportunities,” Permanente Journal, Vol. 16, No. 2, Spring 2012, pp. 36-44. Available at: http://www.ncbi.nlm.nih. gov/pmc/articles/PMC3383159/. Accessed May 1, 2014. 33 18 19 Kaiser Permanente, Conference Presentations, available at: http:// www.kpimplantregistries.org/Publications/Abstracts.htm. Accessed May 1, 2014. 20 Key informant interview, Spring 2014. 21 Ibid. 22 Paxton, E. et al. “The Kaiser Permanente Implant Registries: Effect on Patient Safety, Quality Improvement, Cost Effectiveness, and Research Opportunities,” Permanente Journal, Vol. 16, No. 2, Spring 2012, pp. 36-44. Available at: http://www.ncbi.nlm.nih. gov/pmc/articles/PMC3383159/. 23 Key informant interview, Spring 2014. 24 Adams, A. “Surgical Outcomes of Total Knee Replacement According to Diabetes Status and Glycemic Control, 2001 to 2009,” The Journal of Bone and Joint Surgery. Vol. 95., 2013. pp. 1-7. Available at: http://www.kpimplantregistries.org/Publications/ Journal_Articles/JBJS%20TKR%20Outcomes%20by%20Diabetes%202.13.pdf. 25 Paxton, E. “The Kaiser Permanente National Total Joint Replacement Registry,” The Permanente Journal, Vol. 12, No. 3, Summer 2008. Available at: http://www.ncbi.nlm.nih.gov/pmc/ articles/PMC3037118/. 26 Paxton, E. and Funahashi, T. “Kaiser Permanente Implant Registries – Patient Focus Group.” Optimizing Registries for Patients and Consumers: Opportunities for Engagement in Registry Design and Use. AcademyHealth. April 29, 2013, Washington, DC. Healthcare Bluebook, Revision of Knee Replacement, available at: https://www.healthcarebluebook.com/page_Results.aspx?id=32&dataset=md&g=Revision%20Of%20Knee%20Replacement. Accessed April 4, 2014. 34 Healthcare Bluebook, Revision of Hip Replacement, available at: https://www.healthcarebluebook.com/page_Results.aspx?id=29&dataset=md&g=Revision%20Of%20Hip%20Replacement. Accessed April 4, 2014. 35 Key informant interview, Spring 2014. 36 Paxton, E. et al. “The Kaiser Permanente Implant Registries: Effect on Patient Safety, Quality Improvement, Cost Effectiveness, and Research Opportunities,” Permanente Journal, Vol. 16, No. 2, Spring 2012, pp. 36-44. Available at: http://www.ncbi.nlm.nih. gov/pmc/articles/PMC3383159/. 37 Paxton, E. and Funahashi, T. “Kaiser Permanente Implant Registries – Patient Focus Group.” Optimizing Registries for Patients and Consumers: Opportunities for Engagement in Registry Design and Use. AcademyHealth. April 29, 2013, Washington, DC. 38 Paxton, E. et al. “The Kaiser Permanente Implant Registries: Effect on Patient Safety, Quality Improvement, Cost Effectiveness, and Research Opportunities,” Permanente Journal, Vol. 16, No. 2, Spring 2012, pp. 36-44. Available at: http://www.ncbi.nlm.nih. gov/pmc/articles/PMC3383159/. 39 8 | Kaiser Permanente Total Joint Replacement Registry (TJRR) Funahashi, T. “Registries: Why Now? What Can It Do? How Does It Do It? Why Must We Have It?” Presented at Practical Applications, Challenges & Opportunities: How Registries Can Help Support a Learning Healthcare System. AcademyHealth. October 11, 2012, Washington, DC. 40 DePuy Synthes, Important Information About the ASR Hip System Recall, available at: http://asrrecall.depuy.com/depuy-asr-recall-usen. Accessed May 1, 2014. 41 Paxton, E. et al. “The Kaiser Permanente Implant Registries: Effect on Patient Safety, Quality Improvement, Cost Effectiveness, and Research Opportunities,” Permanente Journal, Vol. 16, No. 2, Spring 2012, pp. 36-44. Available at: http://www.ncbi.nlm.nih. gov/pmc/articles/PMC3383159/. 42 Key informant interview, Spring 2014. 43 Ibid. 44 About the Authors Jessica Winkler, M.P.H. is a Senior Associate at AcademyHealth. She can be reached at Jessica.winkler@academyhealth.org. Emily Moore is a Research Assistant at AcademyHealth. Acknowledgements Sponsorship for this project was provided by The Pew Charitable Trusts. We thank our partners at Kaiser Permanente Institute for Health Policy and all those interviewed for their contributions to these resources. A special thank you to Liz Paxton, Tad Funahashi, MD, Thomas Barber, MD and Rebecca Love for their review and assistance. International Consortium of Orthopaedic Registries, available at: http://www.icor-initiative.org/. Accessed May 2, 2014. 45 Key informant interview, Spring 2014. 46 This document represents a synthesis of information generated by a series of key informant interviews. Any views expressed are those of the interviewees.