Mr  Daniel Rhon

Mr Daniel Rhon

Research student

Career Summary

Biography

I am an Austalian-born physiotherapist, but currently living in the United States.  My research interests include improving the efficiency of health care systems and care management pathways for musculoskeletal disorders.  Prevention of disability from chronic ailments! 

Keywords

  • Musculoskeletal Disorders
  • Opioids
  • Physiotherapy
  • Prescription Opiates

Languages

  • English (Mother)
  • Spanish (Fluent)
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Publications

For publications that are currently unpublished or in-press, details are shown in italics.


Journal article (131 outputs)

Year Citation Altmetrics Link
2024 McClenahan BJJ, Lojacono M, Young JLL, Schenk RJJ, Rhon DII, 'Trials and tribulations of transparency related to inconsistencies between plan and conduct in peer-reviewed physiotherapy publications: A methodology review', JOURNAL OF EVALUATION IN CLINICAL PRACTICE, 30 12-29 (2024) [C1]
DOI 10.1111/jep.13810
Citations Scopus - 2Web of Science - 2
Co-authors Jodi Young Uon
2023 MacPherson KL, Hughey L, Rhon DI, Young JL, 'Reproducibility of resistance exercise therapy interventions in trials for chronic low back pain is challenging: A systematic review', Musculoskeletal Care, 21 202-211 (2023) [C1]

Objective: Determine reproducibility of resistance exercise regimens in trials for CLBP and determine if recently available checklists are effective. Methods: Four databases (Medl... [more]

Objective: Determine reproducibility of resistance exercise regimens in trials for CLBP and determine if recently available checklists are effective. Methods: Four databases (Medline, PubMed, Cochrane and CINAHL) were searched for keywords related to back pain and resistance exercise. Reproducibility was assessed using two checklists, the 12-item Template for Intervention Description and Replication (TIDieR) and the 19-item Consensus on Exercise Reporting Template (CERT). The proportion reporting was analysed, with additional comparison of trials pre- and post-availability of each checklist. A generalised linear regression was conducted with checklist items as the dependent variable and year of publication as the independent (PROSPERO ID¿=¿#CRD42020186036). Results: Overall, details that facilitate reproducibility were under-reported. No trials reported all checklist items, while only 18 trials (35.5%) and 5 trials (9.8%) reported 75%+ of checklist items for the TIDieR and CERT, respectively. A median of 8 (IQR 2) of 12 TIDieR criteria were reported and a median of 9 (IQR 7) of 19 criteria were reported for the CERT. There was no difference pre/post checklist publication (TIDieR median before¿=¿8 (IQR 2), after¿=¿8 (IQR 2.25); CERT mean before¿=¿9 (IQR 5.25), after¿=¿9 (IQR 7)). Regression failed to support improved reporting over time. The majority of studies (86.3%) were scored as having an elevated risk of bias. Conclusions: Reproducibility of resistance exercise in CLBP trials appears questionable due to low levels of reporting. The publication reporting checklists have not resulted in improvement. Real-world reproducibility is questionable. There is a need to improve reporting to maximise reproducibility. Impact statement: The present results reveal a demand in improved reporting to ensure both enhanced clinical translation in the real-world and replicability to enhance knowledge of best-practice for resistance exercise in the CLBP population.

DOI 10.1002/msc.1685
Citations Scopus - 3
Co-authors Jodi Young Uon
2023 Kerns RD, Davis AF, Fritz JM, Keefe FJ, Peduzzi P, Rhon DI, et al., 'Intervention Fidelity in Pain Pragmatic Trials for Nonpharmacologic Pain Management: Nuanced Considerations for Determining PRECIS-2 Flexibility in Delivery and Adherence.', J Pain, 24 568-574 (2023) [C1]
DOI 10.1016/j.jpain.2022.12.008
Citations Scopus - 4
2023 Leech JB, Owen WE, Young JL, Rhon DI, 'Incomplete reporting of manual therapy interventions and a lack of clinician and setting diversity in clinical trials for neck pain limits replication and real-world translation. A scoping review', Journal of Manual and Manipulative Therapy, 31 153-161 (2023) [C1]

Introduction: Neck pain is a leading cause of disability, and manual therapy (MT) is a common intervention used across disciplines and settings to treat it. While there is consist... [more]

Introduction: Neck pain is a leading cause of disability, and manual therapy (MT) is a common intervention used across disciplines and settings to treat it. While there is consistent support for MT in managing neck pain, questions remain about the feasibility of incorporating MT from research into clinical practice. The purpose of this scoping review was to assess the adequacy of MT intervention descriptions and the variability in clinician and setting for MT delivery in trials for neck pain. Methods: Medline (via PubMed), CINAHL, PEDRo, and the Cochrane Central Registry for Controlled Trials were searched for clinical trials published from January 2010 to November 2021. A 11-item tool modified from the Consensus on Exercise Reporting Template was used to assess appropriateness of intervention reporting. Clinicians, subclassifications of neck pain, and clinical settings were also extracted. Results: 113 trials were included. A low percentage of studies provided the recommended level of detail in the description of how MT was delivered (4.4%), while 39.0% included no description at all. Just over half of trials included clinician¿s qualifications (58.4%), dose of MT (59.3%), and occurrence of adverse events (55.8%). The proportion of trials with clinicians delivering MT were physical therapists (77.9%), chiropractors (10.6%), and osteopaths (2.7%). Discussion/Conclusion: These results reveal incomplete reporting of essential treatment parameters, and a lack of clinician diversity. To foster reproducibility, researchers should report detailed descriptions of MT interventions. Future research should incorporate a variety of MT practitioners to improve generalizability.

DOI 10.1080/10669817.2022.2113295
Citations Scopus - 6Web of Science - 1
Co-authors Jodi Young Uon
2023 Leech JB, MacPherson KL, Klopper M, Shumway J, Salvatori RT, Rhon DI, Young JL, 'The relationships between pain-associated psychological distress, pain intensity, patient expectations, and physical function in individuals with musculoskeletal pain: A retrospective cohort study.', PM R, 15 1371-1381 (2023) [C1]
DOI 10.1002/pmrj.12983
Co-authors Jodi Young Uon
2023 Mauck MC, Lotz J, Psioda MA, Carey TS, Clauw DJ, Majumdar S, et al., 'The Back Pain Consortium (BACPAC) Research Program: Structure, Research Priorities, and Methods.', Pain Med, 24 S3-S12 (2023) [C1]
DOI 10.1093/pm/pnac202
2023 Halfpap J, Allen C, Rhon D, 'A novel Home Exercise Assessment Tool (HEAT) to assess recall and performance: A reliability study', PHYSIOTHERAPY THEORY AND PRACTICE, 39 423-432 (2023) [C1]
DOI 10.1080/09593985.2021.2017089
2023 Foster KS, Greenlee TA, Fraser JJ, Young JL, Rhon DI, 'The Influence of Therapeutic Exercise after Ankle Sprain on the Incidence of Subsequent Knee, Hip, and Lumbar Spine Injury', Medicine and Science in Sports and Exercise, 55 177-185 (2023) [C1]

Purpose This study aimed to investigate the burden of knee, hip, and lumbar spine disorders occurring in the year after an ankle sprain and the influence therapeutic exercise (TE)... [more]

Purpose This study aimed to investigate the burden of knee, hip, and lumbar spine disorders occurring in the year after an ankle sprain and the influence therapeutic exercise (TE) has on this burden. Methods A total of 33,361 individuals diagnosed with ankle sprain in the Military Health System between 2010 and 2011 were followed for 1 yr. The prevalence of knee, hip, and lumbar care-seeking injuries sustained after sprain was identified. Relationships between demographic groups, ankle sprain type, and use of TE with rate of proximal injuries were evaluated using Cox proportional hazard models to determine hazard rate effect modification by attribute. The observed effect of TE for ankle sprain on rate of injury to proximal joints was evaluated using Kaplan-Meier survival analyses. Results Of the total cohort, 20.5% (n = 6848) of patients sustained a proximal injury. Specifically, 10.1% of the cohort sustained a knee (n = 3356), 2.9% a hip (n = 973), and 10.3% a lumbar injury (n = 3452). Less than half of the cohort received TE after initial sprain. Patients that did were less likely to have subsequent knee (HR = 0.87, 95% confidence interval [CI] = 0.80-0.94), hip (HR = 0.68, 95% CI = 0.58-0.79), or lumbar (HR = 0.82, 95% CI = 0.76-0.89) injuries. Conclusions One in five individuals that sought care for an ankle sprain experienced a proximal joint injury in the following year. TE for the management of the initial ankle sprain reduced the likelihood of proximal injury diagnosis and should be considered in treatment plans for return to work and sport protocols after ankle sprains.

DOI 10.1249/MSS.0000000000003035
Citations Scopus - 1Web of Science - 1
Co-authors Jodi Young Uon
2023 Cook CE, Sheean AJ, Zhou L, Min KS, Rhon DI, 'Does Surgery for Cruciate Ligament and Meniscus Injury Increase the Risk of Comorbidities at 2 Years in the Military System?', JOURNAL OF KNEE SURGERY, 36 465-474 (2023)
DOI 10.1055/s-0041-1736197
Citations Web of Science - 2
2023 Young JL, Sell TC, Boeth R, Foster K, Greenlee TA, Rhon DI, 'What is the incidence of subsequent adjacent joint injury after patellofemoral pain?', Clin Rehabil, 37 1139-1150 (2023) [C1]
DOI 10.1177/02692155231157177
Citations Scopus - 2
Co-authors Jodi Young Uon
2023 Lee GT, Himler P, Rhon DI, Young JL, 'Home Exercise Programs Are Infrequently Prescribed in Trials of Supervised Exercise for Individuals With Low Back Pain: A Scoping Review of 292 Randomized Controlled Trials.', J Orthop Sports Phys Ther, 53 120-142 (2023) [C1]
DOI 10.2519/jospt.2023.11448
Co-authors Jodi Young Uon
2023 Himler P, Lee GT, Rhon DI, Young JL, Cook CE, Rentmeester C, 'Understanding barriers to adherence to home exercise programs in patients with musculoskeletal neck pain.', Musculoskelet Sci Pract, 63 102722 (2023) [C1]
DOI 10.1016/j.msksp.2023.102722
Citations Scopus - 1
Co-authors Jodi Young Uon
2023 Fritz JM, Rhon DI, Garland EL, Hanley AW, Greenlee T, Fino N, et al., 'The Effectiveness of a Mindfulness-Based Intervention Integrated with Physical Therapy (MIND-PT) for Postsurgical Rehabilitation After Lumbar Surgery: A Protocol for a Randomized Controlled Trial as Part of the Back Pain Consortium (BACPAC) Research Program.', Pain medicine (Malden, Mass.), 24 S115-S125 (2023)
DOI 10.1093/pm/pnac138
2022 Grandeo J, Favaro L, Rhon DI, Young JL, 'Exercise therapy reporting in clinical trials for chronic neck pain: A systematic review', Musculoskeletal Care, 20 796-811 (2022) [C1]

Objective: The aim of this systematic review was to assess the reproducibility of exercise therapy used in clinical trials for chronic neck pain (CNP) based on reported items from... [more]

Objective: The aim of this systematic review was to assess the reproducibility of exercise therapy used in clinical trials for chronic neck pain (CNP) based on reported items from the Template for Intervention Description and Replication (TIDieR) and the Consensus on Exercise Reporting Template (CERT) checklists. Methods: Two researchers systematically searched, screened, and selected trials that assessed exercise therapy for CNP between 2000 and 2021 from PubMed, CINAHL, and Ovid Medline. Included studies were published in English, and study participants experienced neck pain for longer than 3 months. Thoroughness of reporting of exercise therapy was assessed using the TIDierR and CERT checklists. Methodological quality of each study was screened with the Revised Cochrane Risk of Bias Tool. Data analysis was performed for descriptive and correlational statistics. Results: Sixty-three clinical trials using exercise therapy for treatment of CNP met the inclusion criteria. No study reported all TIDieR or CERT items. The mean number of items reported was 5.44 (SD 2.40, range of 1¿11) on the TIDieR, and 8.27 (SD 4.14, range of 0-17) for the CERT. Risk of bias was high for 30 studies (47.6%), somewhat concerning for 20 studies (31.7%), and low for 13 studies (21.7%). Higher risk of bias was associated with a lower number of TIDieR and CERT items reported. Discussion & Conclusion: The majority of exercise therapy trials for CNP lack proper reporting, limiting reproducibility of the interventions in real world clinical practice and follow-on research. After checklists were published, reporting did not improve.

DOI 10.1002/msc.1644
Citations Scopus - 4
Co-authors Jodi Young Uon
2022 Shepherd MH, Shumway J, Salvatori RT, Rhon DI, Young JL, 'The influence of manual therapy dosing on outcomes in patients with hip osteoarthritis: a systematic review', Journal of Manual and Manipulative Therapy, 30 315-327 (2022) [C1]

Objective: To 1) Determine if specific dosing parameters of manual therapy are related to improved pain, disability, and quality of life outcomes in patients with hip osteoarthrit... [more]

Objective: To 1) Determine if specific dosing parameters of manual therapy are related to improved pain, disability, and quality of life outcomes in patients with hip osteoarthritis and 2) to provide recommendations for optimal manual therapy dosing based on our findings. Design: A systematic review of randomized controlled trials from the PubMed, CINAHL, and OVID databases that used manual therapy interventions to treat hip osteoarthritis was performed. Three reviewers assessed the risk of bias for included studies and extracted relevant outcome data based on predetermined criteria. Baseline and follow-up means and standard deviations for outcome measures were used to calculate effect sizes for within and between-group differences. Results: Ten studies were included in the final analyses totaling 768 participants, and half were graded as high risk of bias. Trends emerged: 1) large effect sizes were seen using long-axis distraction, mobilization and thrust manipulation, 2) mobilization with movement showed large effects for pain and range of motion, and (3) small effects were associated with graded mobilization. Durations of 10 to 30¿minutes per session, and frequency 2¿3 times per week for 2¿6¿weeks were the most common dosing parameters. Conclusions: There were varied effect sizes associated with pain, function, and quality of life for both thrust and non-thrust mobilizations, and mobilization with movement into hip flexion and internal rotation. Due to the heterogeneity of MT dosage, it is difficult to recommend a specific manual therapy dosage for those with hip osteoarthritis.

DOI 10.1080/10669817.2022.2037193
Citations Scopus - 3Web of Science - 2
Co-authors Jodi Young Uon
2022 Tropf JG, Colantonio DF, Tucker CJ, Rhon DI, 'Epidemiology of Meniscus Injuries in the Military Health System and Predictive Factors for Arthroscopic Surgery.', J Knee Surg, 35 1048-1055 (2022) [C1]
DOI 10.1055/s-0042-1744189
Citations Scopus - 1Web of Science - 1
2022 Rhon D, Molloy JM, Monnier A, Hando BR, Newman PM, 'Much work remains to reach consensus on musculoskeletal injury risk in military service members: A systematic review with meta-analysis', EUROPEAN JOURNAL OF SPORT SCIENCE, 22 16-34 (2022) [C1]
DOI 10.1080/17461391.2021.1931464
Citations Scopus - 19Web of Science - 14
2022 Pascoe SC, Spoonemore SL, Young JL, Rhon DI, 'Proposing six criteria to improve reproducibility of usual care interventions in back pain trials: a systematic review', Journal of Clinical Epidemiology, 149 227-235 (2022) [C1]

Objectives: The aim of this study is to determine how usual care is defined in clinical trials for low back pain and the components of care that inform its definition. Six compone... [more]

Objectives: The aim of this study is to determine how usual care is defined in clinical trials for low back pain and the components of care that inform its definition. Six components were proposed and assessed for inclusion: type of practitioner providing care, type of self-management education, addressing physical activity, type of medication, dose of the intervention, and reporting whether care was consistent with current guidelines. Study Design and Setting: Systematic review of clinical trials published between January 1993 and June 2020. Results: One hundred eighty-four studies with 37,989 pooled participants from 11 various settings were included. Only one study provided all six components; 86 (47%) studies provided at least three of six components, the most common being practitioner type, use of self-management education, and addressing physical activity. Conclusion: Most studies had fewer than 50% of the components, limiting reproducibility. There was wide variability in the characterization and number of definition components. Usual care interventions are poorly defined in back pain trials and limit understanding of comparator treatment effect sizes and reproducibility of interventions.

DOI 10.1016/j.jclinepi.2022.05.002
Citations Scopus - 2
Co-authors Jodi Young Uon
2022 Rhon DI, Greenlee TA, Carreno PK, Patzkowski JC, Highland KB, 'Pain Catastrophizing Predicts Opioid and Health-Care Utilization After Orthopaedic Surgery A Secondary Analysis of Trial Participants with Spine and Lower-Extremity Disorders', JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 104 1447-1454 (2022) [C1]
DOI 10.2106/JBJS.22.00177
Citations Scopus - 6Web of Science - 1
2022 Cook CE, Zhou L, Bolognesi M, Sheean AJ, Barlow BT, Rhon D, 'Does Surgery for Concomitant Cruciate and Meniscus Injuries Increase or Decrease Subsequent Comorbidities at 2 Years?', JOURNAL OF KNEE SURGERY, 35 1063-1070 (2022) [C1]
DOI 10.1055/s-0042-1750046
Citations Scopus - 5Web of Science - 1
2022 Young JL, Schroeder JD, Westrick RB, Nowak M, Rhon D, 'A Population-Level Summary of Health Care Utilization for the Management of Patellar Tendinopathy in the Military Health System', JOURNAL OF KNEE SURGERY, 35 1071-1078 (2022) [C1]
DOI 10.1055/s-0042-1751266
Citations Scopus - 1Web of Science - 1
Co-authors Jodi Young Uon
2022 Subialka JA, Smith K, Signorino JA, Young JL, Rhon DI, Rentmeester C, 'What do patients referred to physical therapy for a musculoskeletal condition expect? A qualitative assessment', Musculoskeletal Science and Practice, 59 (2022) [C1]

Background: Patient expectations related to physical therapy outcomes are commonly collected through surveys and close-ended questionnaires. These methods may not optimally captur... [more]

Background: Patient expectations related to physical therapy outcomes are commonly collected through surveys and close-ended questionnaires. These methods may not optimally capture patients' expectations for physical therapy, especially in the patients' own words. Louis Gifford identified four questions attempting to guide clinicians' understanding of patients¿ expectations for physical therapy. However, a qualitative assessment mapping the expectations that patients have prior to starting physical therapy appears to be undocumented. Objectives: The aim of this study was to determine patient expectations prior to beginning physical therapy for individuals with musculoskeletal conditions. Design: Qualitative analysis with structured interviews and open-ended participant responses. Methods: Twenty-five people (18 female, 7 male; mean age: 47.04 years) were interviewed prior to their initial physical therapy evaluation using a pragmatic approach rooted in phenomenology. Data were transcribed, coded, and thematized using qualitative data analysis software. Results: Outcome, education, exercise, evaluation, and cause of pain were key themes expressed by participants. Participants appear to want to better understand their symptoms, how they can improve symptoms, what the clinician will do, and how long they will attend physical therapy. Many participants were not certain where physical therapy fit within their overall healthcare plan, and perceptions of manual therapy were vague. Conclusions: These identified themes highlight what patients may expect from a physical therapy experience and clinicians should work to identify and satisfy each patient's individual expectations to optimize outcomes.

DOI 10.1016/j.msksp.2022.102543
Citations Scopus - 6Web of Science - 2
Co-authors Jodi Young Uon
2022 Mauntel TC, Tenan MS, Freedman BA, Potter BK, Provencher MT, Tokish JM, et al., 'The Military Orthopedics Tracking Injuries and Outcomes Network: A Solution for Improving Musculoskeletal Care in the Military Health System.', Mil Med, 187 e282-e289 (2022) [C1]
DOI 10.1093/milmed/usaa304
Citations Scopus - 6Web of Science - 5
2022 Cook CE, Saad M, Tucker CJ, Min KS, Westrick RB, Rhon DI, 'Differences in Outcomes between Patellar Dislocations Managed in Emergent versus Non-Emergent Care Settings', The Journal of Knee Surgery, 35 1056-1062 (2022) [C1]
DOI 10.1055/s-0042-1749079
Citations Scopus - 1
2022 Bullock GS, Collins GS, Arden N, Fallowfield JL, Rhon DI, 'Improving Clinical Prediction Model Methods', MEDICINE & SCIENCE IN SPORTS & EXERCISE, 54 692-693 (2022)
DOI 10.1249/MSS.0000000000002844
Citations Scopus - 1Web of Science - 1
2022 Vraa M, Pascoe S, Maddox D, Rhon DI, Cleland JA, Young JL, 'Prevalence and extent of low back pain and low back-related disability in non-care-seeking working-age adults', MUSCULOSKELETAL SCIENCE AND PRACTICE, 60 (2022) [C1]
DOI 10.1016/j.msksp.2022.102572
Citations Scopus - 4Web of Science - 1
Co-authors Jodi Young Uon
2022 Rhon D, Fritz JM, Kerns RD, McGeary DD, Coleman BC, Farrokhi S, et al., 'TIDieR-telehealth: precision in reporting of telehealth interventions used in clinical trials-unique considerations for the Template for the Intervention Description and Replication (TIDieR) checklist', BMC MEDICAL RESEARCH METHODOLOGY, 22 (2022) [C1]
DOI 10.1186/s12874-022-01640-7
Citations Scopus - 19Web of Science - 5
2022 Rhon DI, Greenlee TA, Mayhew R, Boyer C, Laugesen M, Roth J, et al., 'Engaging Education About Risks of Opioid Use With Patients Before Elective Surgery of the Lower Extremity Did Not Reduce Postoperative Opioid Utilization: A Randomized Controlled Trial', Journal of the American Academy of Orthopaedic Surgeons, 30 E649-E657 (2022) [C1]

Introduction:After elective orthopaedic surgery, many individuals go on to become long-term opioid users. Mitigating this risk has become a priority for surgeons, other members of... [more]

Introduction:After elective orthopaedic surgery, many individuals go on to become long-term opioid users. Mitigating this risk has become a priority for surgeons, other members of the medical care team, and healthcare systems. The purpose of this study was to compare opioid utilization after lower extremity orthopaedic surgery between patients who received an interactive video education session highlighting the risks of opioid use and those who did not.Methods:Patients undergoing elective surgery of the lower extremity in the orthopaedic clinic at the Brooke Army Medical Center between July 2015 and February 2017 were recruited at their preoperative appointment and randomized in a 1:1 ratio to receive a one-time interactive opioid education session or usual care education. Unique days' supply of opioids and unique prescriptions were compared using a generalized linear model. Individuals were also grouped by whether they had become long-term opioid users after surgery, and frequencies within each intervention group were compared.Results:There were 120 patients, 60 randomized to each group and followed for 1 year. There were no significant differences between opioid days' supply (mean diff = 8.33, 95% confidence interval -4.21 to 20.87) and unique prescriptions after surgery (mean diff = 0.45, 95% confidence interval -0.25 to 1.15). Most participants did not have any opioids past the initial 30 days after surgery, regardless of intervention (n = 77), and only three became long-term opioid users (one in usual care and two in interactive education). Sixteen in usual education and 18 in enhanced education filled at least one prescription in 6 months or later after the surgical procedure.Conclusion:Opioid use beyond 30 days of surgery was no different for participants who received enhanced education compared with usual education. Few became long-term opioid users after surgery (2.5%), although 28.3% were still filling opioid prescriptions 6 months after surgery.

DOI 10.5435/JAAOS-D-21-00603
Citations Scopus - 1Web of Science - 1
2022 Rhon DI, Greenlee TA, Gill NW, Carlson AE, Hart AM, Larsen TH, et al., 'Does Engaging Patients with Relevant Education About Long-Term Opioid Use Before Spine Surgery Affect Long-term Opioid Use? A Randomized Controlled Trial', SPINE, 47 5-12 (2022) [C1]
DOI 10.1097/BRS.0000000000004186
Citations Scopus - 1Web of Science - 1
2022 Myers C, Thompson G, Hughey L, Young JL, Rhon DI, Rentmeester C, 'An exploration of clinical variables that enhance therapeutic alliance in patients seeking care for musculoskeletal pain: A mixed methods approach', Musculoskeletal Care, (2022) [C1]

Introduction/Objectives: Therapeutic alliance (TA) is an integral part of building a patient and clinician relationship. TA begins at the initial encounter; however, the specific ... [more]

Introduction/Objectives: Therapeutic alliance (TA) is an integral part of building a patient and clinician relationship. TA begins at the initial encounter; however, the specific TA behavioural practices that are most impactful and linked to pain reduction and improved function remain unclear. The primary objective of this study was to explore physical therapist behaviours and interactions during the initial physical therapy evaluation and how they related to the patient's perception of TA. A secondary objective was to explore the relationship between TA, pain intensity, and function. Methods: A mixed methods study was conducted. Pain intensity, TA and self-reported function were assessed at three time points. Spearman's Rho (¿) was used to quantify if there was an association between increased TA and function and reduced pain intensity, while a checklist of TA themes and behavioural practices was used for the qualitative analysis. Results: There was a statistically significant negative correlation between patient-perceived TA and pain intensity immediately after the initial evaluation (¿¿=¿-0.39 [p¿=¿0.048]). Behavioural practices associated with higher TA included information gathering, pausing to listen, using humour and transitions, and use of clarifying questions. Behavioural practices associated with patient-perceived lower TA interactions were lack of touch, the absence of pain neuroscience education, and not restating what the patient said during the interview. Conclusion: This study highlights a relationship between TA and reduction of pain intensity after the initial evaluation and identifies key behavioural practices that could positively and negatively impact TA during the clinical encounter.

DOI 10.1002/msc.1615
Citations Scopus - 3Web of Science - 1
Co-authors Jodi Young Uon
2022 Vraa ML, Myers CA, Young JL, Rhon DI, 'More Than 1 in 3 Patients With Chronic Low Back Pain Continue to Use Opioids Long-term After Spinal Fusion A Systematic Review', CLINICAL JOURNAL OF PAIN, 38 222-230 (2022) [C1]
DOI 10.1097/AJP.0000000000001006
Citations Scopus - 10Web of Science - 9
Co-authors Jodi Young Uon
2022 Rhon D, Kim M, Asche C, Allison SC, Allen CS, Deyle GD, 'Cost-effectiveness of Physical Therapy vs Intra-articular Glucocorticoid Injection for Knee Osteoarthritis A Secondary Analysis From a Randomized Clinical Trial', JAMA NETWORK OPEN, 5 (2022) [C1]
DOI 10.1001/jamanetworkopen.2021.42709
Citations Scopus - 5Web of Science - 2
2022 Rhon DI, Teyhen DS, Collins GS, Bullock GS, 'Predictive models for musculoskeletal injury risk: why statistical approach makes all the difference', BMJ Open Sport & Exercise Medicine, 8 e001388-e001388 (2022) [C1]
DOI 10.1136/bmjsem-2022-001388
Citations Scopus - 3
2022 Rhon DI, Yuan X, Barlow BT, Konitzer LN, Cook CE, 'Use of Non-Specific Knee Diagnoses and Incidence of Obscure Knee Injuries in a Large Government Health System', Clinical Epidemiology, 14 1123-1133 (2022) [C1]

Purpose: Within a large government health system, to assess the practice of using non-specific diagnoses for knee disorders and determine how often they appear as the only diagnos... [more]

Purpose: Within a large government health system, to assess the practice of using non-specific diagnoses for knee disorders and determine how often they appear as the only diagnosis without more specificity. The secondary purpose was to identify the incidence of obscure knee disorders diagnosed: pes anserine bursitis, prepatellar bursitis, pigmented villonodular synovitis, and plica syndrome. Patients and Methods: Eligible beneficiaries of the Military Health System (MHS) seeking care for a knee disorder between 1 January 2009 and 31 December 2013 with at least 2-year follow-up. Data were sourced from the MHS Data Repository. The study outcomes were 1) utilization rate of non-specific knee diagnosis codes, 2) proportion of cases that never received a specific knee diagnosis, 3) incidence of obscure knee pathology in this cohort. Results: There were 127,570 beneficiaries seeking care for knee pain during this period. While the majority (99.7%) initially received a non-specific knee diagnosis, these occurred in isolation for only 16.5% of the cases (n=20,042) over two-year follow-up. The use of non-specific codes was similar between military and civilian clinic settings (45.3% and 47.0%, respectively, of all knee disorders diagnosed), which appears to reflect clinical practice in which diagnoses become more specified over time and diagnostic workup aims to exclude competing diagnoses. The incidence of obscure knee pathology was small (0.2% to 4.0%). Conclusion: Most of the cohort (99.7%) received a non-specific diagnosis at their initial visit, but only 15% did not eventually receive a more specific diagnostic code. These findings suggest that diagnoses may become more specific over time as condition-specific signs and symptoms become more evident, and diagnostic workup excludes competing diagnoses. A better understanding of diagnostic patterns and criteria for knee pain will improve the quality and interpretation from epidemiological studies.

DOI 10.2147/CLEP.S375040
2022 McDevitt AW, Cleland JA, Rhon DI, Altic RAK, Courtney DJ, Glynn PE, Mintken PE, 'Thoracic spine thrust manipulation for individuals with cervicogenic headache: a crossover randomized clinical trial.', J Man Manip Ther, 30 78-95 (2022) [C1]
DOI 10.1080/10669817.2021.1947663
Citations Scopus - 6Web of Science - 2
2022 Kerns RD, Burgess DJ, Coleman BC, Cook CE, Farrokhi S, Fritz JM, et al., 'Self-Management of Chronic Pain: Psychologically Guided Core Competencies for Providers', PAIN MEDICINE, 23 1815-1819 (2022)
DOI 10.1093/pm/pnac083
Citations Scopus - 3Web of Science - 2
2022 Young JL, Snodgrass SJ, Cleland JA, Rhon DI, 'The relationship between knee radiographs and the timing of physical therapy in individuals with patellofemoral pain.', PM R, 14 496-503 (2022) [C1]
DOI 10.1002/pmrj.12678
Co-authors Suzanne Snodgrass, Jodi Young Uon
2022 Ali J, Davis AF, Burgess DJ, Rhon D, Vining R, Young-McCaughan S, et al., 'Justice and equity in pragmatic clinical trials: Considerations for pain research within integrated health systems', LEARNING HEALTH SYSTEMS, 6 (2022) [C1]
DOI 10.1002/lrh2.10291
Citations Scopus - 4Web of Science - 2
2022 Foster KS, Greenlee TA, Young JL, Janney CF, Rhon DI, 'How Common is Subsequent Posterior Tibial Tendon Dysfunction or Tarsal Tunnel Syndrome After Ankle Sprain Injury?', J Knee Surg, 35 1181-1191 (2022) [C1]
DOI 10.1055/s-0042-1751246
Citations Scopus - 1
Co-authors Jodi Young Uon
2022 Rhon DI, Tucker CJ, 'Nonoperative Care Including Rehabilitation Should Be Considered and Clearly Defined Prior to Elective Orthopaedic Surgery to Maximize Optimal Outcomes', Arthroscopy, Sports Medicine, and Rehabilitation, 4 e231-e236 (2022)

Orthopaedic surgery has revolutionized the expectations for restoration of physical function after musculoskeletal injury and, along with physical therapy, has transformed the lim... [more]

Orthopaedic surgery has revolutionized the expectations for restoration of physical function after musculoskeletal injury and, along with physical therapy, has transformed the limits of recovery. Many orthopaedic procedures have a high success rate for improving quality of life and patient-reported outcomes, yet these procedures carry some level of risk, including postoperative complications. The stepped-care model of health care delivery, when applied to musculoskeletal care, recommends implementing less-intense and lower-risk treatments with known efficacy, such as promotion and education of self-management strategies and physical therapy, before more-invasive and higher-risk treatments such as surgery. This model of managing musculoskeletal disability can improve efficiency of care delivery and reduce medical costs at the health system level. Unfortunately, there is a documented lack of implementing an appropriate course of conservative care, especially physical therapy, prior to surgery across multiple orthopaedic disciplines including sports, spine, and trauma medicine and joint arthroplasty. Failure to respond to nonsurgical treatment has been suggested as a requisite component of the surgical appropriateness criteria, yet practical application can be elusive. Multiple barriers to adequate utilization of conservative treatment exist, including U.S. payment models that increase out-of-pocket expense for patients, negative patient perception of therapy, unreasonable patient expectations from therapy versus surgery, and communication barriers between patient, surgeon, and therapist. Surgeons should ensure that high-quality guideline-appropriate care is delivered early and adequately to their patients. Rehabilitation professionals have a responsibility to deliver high-value care, properly documenting the type and extent of treatment to improve surgical decision-making between surgeons and patients. Criteria to determine appropriateness for surgery should include a standardized and extensive assessment of failed therapies prior to certain elective surgeries. Improved collaboration between surgeons and rehabilitation professionals can result in improved outcomes for patients with musculoskeletal disorders. Level of Evidence: V, expert opinion

DOI 10.1016/j.asmr.2021.09.038
Citations Scopus - 3
2022 Peterson S, Shepherd M, Farrell J, Rhon DI, 'The Blind Men, the Elephant, and the Continuing Education Course: Why Higher Standards Are Needed in Physical Therapist Professional Development', JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 52 642-646 (2022) [C1]
DOI 10.2519/jospt.2022.11377
Citations Scopus - 3Web of Science - 2
2021 Rhon DI, Greenlee TA, Cook CE, Westrick RB, Umlauf JA, Fraser JJ, 'Fractures and Chronic Recurrence are Commonly Associated with Ankle Sprains: a 5-year Population-level Cohort of Patients Seen in the U.S. Military Health System.', Int J Sports Phys Ther, 16 1313-1322 (2021) [C1]
DOI 10.26603/001c.27912
Citations Scopus - 4Web of Science - 4
2021 Fraser JJ, MacGregor AJ, Ryans CP, Dreyer MA, Gibboney MD, Rhon DI, 'Sex and occupation are salient factors associated with lateral ankle sprain risk in military tactical athletes', Journal of Science and Medicine in Sport, 24 677-682 (2021) [C1]

Objectives: To assess the risk of lateral ankle sprain (LAS) in male and female tactical athletes across different military occupations in the US military. Design: Retrospective c... [more]

Objectives: To assess the risk of lateral ankle sprain (LAS) in male and female tactical athletes across different military occupations in the US military. Design: Retrospective cohort. Methods: The Defense Medical Epidemiology Database was queried for the number of individuals with ICD-9 diagnosis codes 845.00 (sprain of ankle, unspecified) and 845.02 (calcaneofibular ligament sprain) on their initial encounter from 2006 to 2015. Relative risk (RR) and chi-square statistics were calculated assessing sex and occupational category on LAS risk. Results: 272,970 enlisted males (27.9 per 1000 person-years), 56,732 enlisted females (34.5 per 1000 person-years), 24,534 male officers (12.6 per 1000 person-years), and 6020 female officers (16.4 per 1000 person-years) incurred a LAS. Enlisted females in all occupational groups were at significantly higher risk for LAS than their male counterparts (RR 1.09¿1.68; p < 0.001), except for Engineers (p = 0.15). Female officers had consistently higher risk for LAS in all occupational groups (RR 1.10¿1.42; p < 0.001) compared with male officers, except Ground/Naval Gunfire (p = 0.23). Contrasted with Infantry, enlisted tactical athletes in the Special Operations Forces, Mechanized/Armor, Aviation, Maintenance, and Maritime/Naval Specialties were at lower risk (RR 0.38-0.93; p < 0.001), Artillery, Engineers, and Logistics Specialties were at higher risk (RR 1.04¿1.18; p < 0.001), and Administration, Intelligence, and Communications were no different (p = 0.69). Compared with Ground/Naval Gunfire officers, Aviation officers were at significantly lower risk (RR, 0.75; p < 0.001), and Engineers, Maintenance, Administration, Operations/Intelligence, and Logistics officers were at higher risk (RR, 1.08¿1.20; p < 0.001). Conclusions: Sex and military occupation were salient factors associated with LAS risk.

DOI 10.1016/j.jsams.2021.02.016
Citations Scopus - 12Web of Science - 8
2021 Rhon D, Oh RC, Teyhen DS, 'Challenges With Engaging Military Stakeholders for Clinical Research at the Point of Care in the US Military Health System', MILITARY MEDICINE, 187 209-214 (2021)
DOI 10.1093/milmed/usab494
2021 Rhon DI, Greenlee TA, Dickens JF, Wright AA, 'Are We Able to Determine Differences in Outcomes Between Male and Female Servicemembers Undergoing Hip Arthroscopy? A Systematic Review', Orthopaedic Journal of Sports Medicine, 9 (2021) [C1]

Background: Female servicemembers sustain higher rates of lower extremity injuries as compared with their male counterparts. This can include intra-articular pathology in the hip.... [more]

Background: Female servicemembers sustain higher rates of lower extremity injuries as compared with their male counterparts. This can include intra-articular pathology in the hip. Female patients are considered to have worse outcomes after hip arthroscopy for femoroacetabular impingement and for hip labral repair. Purpose: To (1) compare published rates of hip arthroscopy between male and female military servicemembers and (2) determine if there are any sex-based differences in outcomes after hip arthroscopy in the military. Study Design: Systematic review; Level of evidence, 3. Methods: We reviewed the literature published from January 1, 2000, through December 31, 2020, to identify studies in which hip arthroscopy was performed in military personnel. Clinical trials and cohort studies were included. The proportion of women within each cohort was identified, and results of any between-sex analyses were reported. Results: Identified were 11 studies that met established criteria. Studies included 2481 patients, 970 (39.1%) of whom were women. Surgery occurred between January 1998 and March 2018. Despite women accounting for approximately 15% of the active-duty military force, they represented 39.1% (range, 25.7%-57.6%) of patients undergoing hip arthroscopy. In most cases, there were no differences in self-reported outcomes (pain, disability, and physical function), return to duty, or medical disability status based on sex. Conclusion: Women account for approximately 15% of the military, but they made up 40%¿of patients undergoing hip arthroscopy. Outcomes were not different between the sexes; however, definitive conclusions were limited by the heterogeneity of outcomes, missing data, lack of sex-specific subgroup analyses, and zero studies with sex differences as the primary outcome. A proper understanding of sex-specific outcomes after hip arthroscopy will require a paradigm shift in the design and reporting of trials in the military health system.

DOI 10.1177/23259671211053034
Citations Scopus - 2
2021 Ali J, Antonelli M, Bastian L, Becker W, Brandt CA, Burgess DJ, et al., 'Optimizing the Impact of Pragmatic Clinical Trials for Veteran and Military Populations: Lessons From the Pain Management Collaboratory', MILITARY MEDICINE, 187 179-185 (2021)
DOI 10.1093/milmed/usab458
Citations Scopus - 1Web of Science - 1
2021 Teyhen DS, Capaldi VF, Drummond SPA, Rhon DI, Barrett AS, Silvernail JL, Boland DM, 'How sleep can help maximize human potential: The role of leaders', Journal of Science and Medicine in Sport, 24 988-994 (2021) [C1]

Objective: During multi-domain operations (MDO), soldiers need the physical supremacy, cognitive dominance, and emotional resilience to help defend and win our nation&apos;s wars.... [more]

Objective: During multi-domain operations (MDO), soldiers need the physical supremacy, cognitive dominance, and emotional resilience to help defend and win our nation's wars. Optimal sleep has been shown to boost physical performance and cognitive processing. This manuscript will discuss how recent advances in sleep science strongly argue for the integration of sleep planning into military operations. Design: Review article. Methods: We reviewed the current understanding of how sleep affects Soldier readiness, how sleep and pain are interrelated, and unique challenges to obtaining adequate sleep in military training environments. We then address solutions that can be implemented by leaders and individuals to manage warfighter fatigue and optimize unit performance. Results: Since sleep is foundational to soldier health and readiness, improving warfighter fatigue management is a priority for leaders. Conclusion: To succeed in MDO, military personnel require physical supremacy, cognitive dominance, and emotional resilience to fight and win. Sleep science is a rapidly emerging field, and the clear implications for maximizing human performance argue strongly for more deliberate integration into military training and operations. Leaders that incorporate sleep and fatigue management into the planning and execution phases of operations will help facilitate mission priorities and prove a powerful force multiplier.

DOI 10.1016/j.jsams.2021.08.012
Citations Scopus - 4Web of Science - 2
2021 Fritz JM, Davis AF, Burgess DJ, Coleman B, Cook C, Farrokhi S, et al., 'Pivoting to virtual delivery for managing chronic pain with nonpharmacological treatments: Implications for pragmatic research', Pain, 162 1591-1596 (2021) [C1]
DOI 10.1097/j.pain.0000000000002139
Citations Scopus - 23Web of Science - 11
2021 Garcia AN, Cook CE, Rhon DI, 'Adherence to Stepped Care for Management of Musculoskeletal Knee Pain Leads to Lower Health Care Utilization, Costs, and Recurrence', American Journal of Medicine, 134 351-360.e1 (2021) [C1]

Objectives: This study aimed to report compliance with stepped care management of patellofemoral pain and determine whether adherence to stepped care results in decreased recurren... [more]

Objectives: This study aimed to report compliance with stepped care management of patellofemoral pain and determine whether adherence to stepped care results in decreased recurrence and lower health care utilization. Methods: A total of 60,730 participants were included, using data from the Military Health System Data Repository, a large single-payer government health system. Outcomes included total knee-related care visits and costs, knee surgeries, opioid prescriptions, and 2-year recurrence. Stepped care was based on interventions delivered within the appropriate timing and in the appropriate order (low risk/cost before high risk/cost). Results: A total of 54,460 (89.7%) participants received adherent Step 1 care, 10,964 (18.1%) received step 2, and 4168 (6.9%) received step 3. A total of 32.0% and 50.8%, respectively, of all patients in Step 2 and Step 3 care were adherent. Of the 2385 participants (3.9% of cohort) that received both Step 2 and Step 3 care, 24.8% of participants received adherent care. For participants receiving both Step 2 and Step 3 care, adherence resulted in cost savings (mean difference [MD] $1708; 95% confidence interval [CI]: $1241, 2175), fewer knee-related visits (MD 3.4; 95% CI 2.2, 4.7), fewer episodes of knee pain (MD 0.7; 95% CI 0.5, 0.8), fewer knee surgeries (adjusted odds ratio 0.4; 95% CI 0.3, 0.5), and fewer opioid prescriptions (adjusted odds ratio 0.6; 95% CI 0.5, 0.8). Conclusion: These findings demonstrate the value of following stepped care guidelines for pain management in patients with patellofemoral pain.

DOI 10.1016/j.amjmed.2020.08.006
Citations Scopus - 4Web of Science - 2
2021 Rhon DI, Cook CE, Cleland JA, Snodgrass SJ, 'The influence of prior opioid use on healthcare utilization and recurrence rates for non-surgical patients seeking initial care for patellofemoral pain', Clinical Rheumatology, 40 1047-1054 (2021) [C1]

Introduction/objectives: Prior opioid use can influence outcomes for patients with musculoskeletal disorders. The purpose of this study was to compare downstream medical utilizati... [more]

Introduction/objectives: Prior opioid use can influence outcomes for patients with musculoskeletal disorders. The purpose of this study was to compare downstream medical utilization-based outcomes (costs, visits, recurrent episodes) after an initial diagnosis of patellofemoral pain based on pre-injury utilization of opioids. Method: A total of 85,7880 consecutive patients were followed for a full 12¿months before and 24¿months after an initial diagnosis of patellofemoral pain (January 2009 to December 2013). Data were sourced from the Military Health System Data Repository, a single-payer closed government system. Opioid prescription fills were identified, and medical visits and costs were calculated for all knee-related medical care, to include recurrence rates in the 2-year surveillance period. Results: A relatively small number of individuals filled an opioid prescription in the year prior (n = 1746; 2.0%); however, these individuals had almost twice the mean costs of knee-related medical care ($1557 versus %802) and medical visits (8.4 versus 4.0). Patients with prior opioid use were more likely to have at least 1 recurrent episode of knee pain (relative risk 1.58, 95% CI 1.51, 1.65) with a higher mean number of episodes of knee pain (1.5 vs 1.8). The use of opioids with higher risk of misuse or dependency (Schedule II or III) resulted in greater medical costs (for any reason) and recurrent episodes of knee pain compared to the use of opioids in a lower risk category (Schedule IV). Conclusions: Prior opioid utilization was associated with a greater number of recurrent episodes of knee pain and higher downstream medical costs compared with individuals without prior opioid use. For individuals with prior opioid utilization, opioids with higher risk of misuse or dependency (Schedule II or III) resulted in greater medical costs (for any reason) and recurrent episodes compared to the use of lower-risk opioids (Schedule IV).Key Points¿ Patients with prior opioid use had much greater knee-related medical costs compared to patients without prior opioid use.¿ Patients with prior opioid use were more likely to have additional episodes of knee pain in the following 2¿years compared to patients without prior opioid use.¿ Prior opioid use has predicted higher costs and poor outcomes after surgery, but this is the first study to confirm similar findings in non-surgical patients.

DOI 10.1007/s10067-020-05307-w
Citations Scopus - 2Web of Science - 1
Co-authors Suzanne Snodgrass
2021 Rhon DI, Roy TC, Oh RC, Young JL, 'Sex and mental health disorder differences among military service members with patellofemoral syndrome', Journal of the American Board of Family Medicine, 34 328-337 (2021) [C1]

Background: Mental health disorders are associated with persistent knee pain, but the association between these conditions has had little investigation in the military. The purpos... [more]

Background: Mental health disorders are associated with persistent knee pain, but the association between these conditions has had little investigation in the military. The purpose of this study was to identify rates of mental health disorders in patients with patellofemoral pain (PFP) and determine differences by sex and whether mental health copresence influences outcomes. Methods: Eligible patients with a new PFP diagnosis were categorized according to sex and presence of mental health disorders. Outcomes included odds of mental health disorder before/after initial PFP diagnosis based on sex, and knee-related health care use between patients with/without mental health disorders. Results: In 81,832 individuals with PFP (71.1% men; mean age 33; 91.5% active duty), copresence of any mental health disorders was common (18% men; 28% women). Women had more depression and anxiety; men had more post-traumatic stress disorder and substance abuse disorders. Concurrent mental health disorders after initial PFP diagnosis resulted in higher medical costs and odds of a recurrence (OR 1.24; 95% CI 1.20, 1.28; P <.001). Conclusion: Mental health disorders are common in military service members seeking care for patellofemoral pain. Differences in prevalence vary by sex, and presence of mental health disorders adversely affected long-term health care outcomes.

DOI 10.3122/JABFM.2021.02.200323
Citations Scopus - 4Web of Science - 2
Co-authors Jodi Young Uon
2021 Rhon D, Deyle GD, 'Manual Therapy: Always a Passive Treatment?', JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 51 474-477 (2021)
DOI 10.2519/jospt.2021.10330
Citations Scopus - 11Web of Science - 1
2021 Tenan MS, Galvin JW, Mauntel TC, Tokish JM, Bailey JR, Barlow BT, et al., 'Generating the American Shoulder and Elbow Surgeons Score Using Multivariable Predictive Models and Computer Adaptive Testing to Reduce Survey Burden', American Journal of Sports Medicine, 49 764-772 (2021) [C1]

Background: The preferred patient-reported outcome measure for the assessment of shoulder conditions continues to evolve. Previous studies correlating the Patient-Reported Outcome... [more]

Background: The preferred patient-reported outcome measure for the assessment of shoulder conditions continues to evolve. Previous studies correlating the Patient-Reported Outcomes Measurement Information System (PROMIS) computer adaptive tests (CATs) to the American Shoulder and Elbow Surgeons (ASES) score have focused on a singular domain (pain or physical function) but have not evaluated the combined domains of pain and physical function that compose the ASES score. Additionally, previous studies have not provided a multivariable prediction tool to convert PROMIS scores to more familiar legacy scores. Purpose: To establish a valid predictive model of ASES scores using a nonlinear combination of PROMIS domains for physical function and pain. Study Design: Cohort study (Diagnosis); Level of evidence, 3. Methods: The Military Orthopaedics Tracking Injuries and Outcomes Network (MOTION) database is a prospectively collected repository of patient-reported outcomes and intraoperative variables. Patients in MOTION research who underwent shoulder surgery and completed the ASES, PROMIS Physical Function, and PROMIS Pain Interference at varying time points were included in the present analysis. Nonlinear multivariable predictive models were created to establish an ASES index score and then validated using ¿leave 1 out¿ techniques and minimal clinically important difference /substantial clinical benefit (MCID/SCB) analysis. Results: A total of 909 patients completed the ASES, PROMIS Physical Function, and PROMIS Pain Interference at presurgery, 6 weeks, 6 months, and 1 year after surgery, providing 1502 complete observations. The PROMIS CAT predictive model was strongly validated to predict the ASES (Pearson coefficient = 0.76-0.78; R2 = 0.57-0.62; root mean square error = 13.3-14.1). The MCID/SCB for the ASES was 21.7, and the best ASES index MCID/SCB was 19.4, suggesting that the derived ASES index is effective and can reliably re-create ASES scores. Conclusion: The PROMIS CAT predictive models are able to approximate the ASES score within 13 to 14 points, which is 7 points more accurate than the ASES MCID/SCB derived from the sample. Our ASES index algorithm, which is freely available online (https://osf.io/ctmnd/), has a lower MCID/SCB than the ASES itself. This algorithm can be used to decrease patient survey burden by 11 questions and provide a reliable ASES analog to clinicians.

DOI 10.1177/0363546520987240
Citations Scopus - 5Web of Science - 3
2021 Rhon DI, Fritz JM, Greenlee TA, Dry KE, Mayhew RJ, Laugesen MC, et al., 'Move to health-a holistic approach to the management of chronic low back pain: an intervention and implementation protocol developed for a pragmatic clinical trial', JOURNAL OF TRANSLATIONAL MEDICINE, 19 (2021)
DOI 10.1186/s12967-021-03013-y
Citations Scopus - 6Web of Science - 4
2021 Lonnemann E, Olson KA, Deyle GD, Silvernail JL, Plock H, Puentedura E, et al., 'What is in a Name? Perhaps your Professional Identity and Practice - A Call to Maintain IFOMPT as the International Federation of Orthopedic Manipulative Physical Therapists', JOURNAL OF MANUAL & MANIPULATIVE THERAPY, 29 201-202 (2021)
DOI 10.1080/10669817.2021.1955518
Citations Scopus - 2Web of Science - 2
2021 Young JL, Snodgrass SJ, Cleland JA, Rhon DI, 'Timing of physical therapy for individuals with patellofemoral pain and the influence on healthcare use, costs and recurrence rates: an observational study', BMC HEALTH SERVICES RESEARCH, 21 (2021) [C1]
DOI 10.1186/s12913-021-06768-8
Citations Scopus - 9Web of Science - 5
Co-authors Suzanne Snodgrass, Jodi Young Uon
2021 Rhon D, Fraser JJ, Sorensen J, Greenlee TA, Jain T, Cook CE, 'Delayed Rehabilitation Is Associated With Recurrence and Higher Medical Care Use After Ankle Sprain Injuries in the United States Military Health System', JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 51 619-627 (2021) [C1]
DOI 10.2519/jospt.2021.10730
Citations Scopus - 8Web of Science - 5
2021 Rhon D, Mayhew RJ, Greenlee TA, Fritz JM, 'The influence of a MOBile-based video Instruction for Low back pain (MOBIL) on initial care decisions made by primary care providers: a randomized controlled trial', BMC FAMILY PRACTICE, 22 (2021) [C1]
DOI 10.1186/s12875-021-01549-y
Citations Scopus - 2Web of Science - 1
2021 Young JL, Snodgrass SJ, Cleland JA, Rhon DI, 'Usual medical care for patellofemoral pain does not usually involve much care: 2-year follow-up in the military health system', Journal of Orthopaedic and Sports Physical Therapy, 51 305-313 (2021) [C1]

OBJECTIVES: To identify the most common type and timing of interventions used to initially manage patellofemoral pain (PFP), and whether exercise therapy as an initial treatment w... [more]

OBJECTIVES: To identify the most common type and timing of interventions used to initially manage patellofemoral pain (PFP), and whether exercise therapy as an initial treatment was associated with a decreased likelihood of recurrence of PFP. DESIGN: Retrospective cohort. METHODS: Active-duty military service members (n = 74 408) aged 18 to 50 years and diagnosed with PFP between 2010 and 2011 were included. We identified the type and timing of interventions from electronic medical records and insurance payer claims, and studied the influence of early exercise therapy use on injury recurrence rates. RESULTS: In this cohort of patients with PFP, 62.3% (n = 46 338) sought no additional care after the initial visit. The most common initial pharmacological interventions were nonsteroidal anti-inflammatory drugs (4.1%), corticosteroid injections (0.4%), and muscle relaxers (0.3%). The most common initial nonpharmacological treatments were exercise therapy (7.6%), passive modalities (eg, hot packs, electrical stimulation, ultrasound; 0.6%), and manual therapy (joint manipulation and mobilization; 0.5%). Common specialty referrals were to physical therapy (3.3%) and orthopaedic providers (0.8%). If patients received at least 6 exercise therapy visits during the initial episode of care, they were less likely to have a recurrence of knee pain (odds ratio = 0.46; 95% confidence interval: 0.42, 0.49). CONCLUSION: Two in every 3 patients did not seek additional care after PFP diagnosis. For those who sought additional care, exercise therapy was the most common intervention, and higher doses of exercise therapy were associated with a reduced likelihood of having a recurrent episode of knee pain.

DOI 10.2519/jospt.2021.10076
Citations Scopus - 10Web of Science - 7
Co-authors Suzanne Snodgrass, Jodi Young Uon
2020 Minniti MC, Statkevich AP, Kelly RL, Rigsby VP, Exline MM, Rhon DI, Clewley D, 'The Safety of Blood Flow Restriction Training as a Therapeutic Intervention for Patients With Musculoskeletal Disorders: A Systematic Review', American Journal of Sports Medicine, 48 1773-1785 (2020) [C1]

Background: The effectiveness of blood flow restriction training (BFRT) as compared with other forms of training, such as resistance training, has been evaluated in the literature... [more]

Background: The effectiveness of blood flow restriction training (BFRT) as compared with other forms of training, such as resistance training, has been evaluated in the literature in clinical and nonclinical populations. However, the safety of this intervention has been summarized only in healthy populations and not in clinical populations with musculoskeletal disorders. Purpose: To evaluate the safety and adverse events associated with BFRT in patients with musculoskeletal disorders. Study Design: Systematic review. Methods: A literature search was conducted with 3 online databases (MEDLINE, CINAHL, and Embase). Eligibility criteria for selecting studies were as follows: (1) BFRT was used as a clinical intervention, (2) study participants had a disorder of the musculoskeletal system, (3) authors addressed adverse events, (4) studies were published in English, and (5) the intervention was performed with human participants. Results: Nineteen studies met eligibility criteria, with a pooled sample size of 322. Diagnoses included various knee-related disorders, inclusion body myositis, polymyositis or dermatomyositis, thoracic outlet syndrome, Achilles tendon rupture, and bony fractures. Nine studies reported no adverse events, while 3 reported rare adverse events, including an upper extremity deep vein thrombosis and rhabdomyolysis. Three case studies reported common adverse events, including acute muscle pain and acute muscle fatigue. In the randomized controlled trials, individuals exposed to BFRT were not more likely to have an adverse event than individuals exposed to exercise alone. Of the 19 studies, the adverse events were as follows: overall, 14 of 322; rare overall, 3 of 322; rare BFRT, 3 of 168; rare control, 0 of 154; any adverse BFRT, 10 of 168; any adverse control, 4 of 154. A majority of studies were excluded because they did not address safety. Conclusion: BFRT appears to be a safe strengthening approach for knee-related musculoskeletal disorders, but further research is needed to make definitive conclusions and to evaluate the safety in other musculoskeletal conditions. Improved definitions of adverse events related to BFRT are needed to include clear criteria for differentiating among common, uncommon, and rare adverse events. Finally, further research is needed to effectively screen who might be at risk for rare adverse events.

DOI 10.1177/0363546519882652
Citations Scopus - 49Web of Science - 41
2020 Lentz TA, Rhon DI, George SZ, 'Predicting Opioid Use, Increased Health Care Utilization and High Costs for Musculoskeletal Pain: What Factors Mediate Pain Intensity and Disability?', Journal of Pain, 21 135-145 (2020) [C1]

This study determined the predictive capabilities of pain intensity and disability on health care utilization (number of condition-specific health care visits, incident, and chron... [more]

This study determined the predictive capabilities of pain intensity and disability on health care utilization (number of condition-specific health care visits, incident, and chronic opioid use) and costs (total condition-specific and overall medical costs) in the year following an initial evaluation for musculoskeletal pain. We explored pain catastrophizing and spatial distribution of symptoms (ie, body diagram symptom score) as mediators of these relationships. Two hundred eighty-three military service members receiving initial care for a musculoskeletal injury completed a region-specific disability measure, numeric pain rating scale, Pain Catastrophizing Scale, and body pain diagram. Pain intensity predicted all outcomes, while disability predicted incident opioid use only. No mediation effects were observed for either opioid use outcome, while pain catastrophizing partially mediated the relationship between pain intensity and number of health care visits. Pain catastrophizing and spatial distribution of symptoms fully mediated the relationship between pain intensity and both cost outcomes. The mediation effects of pain catastrophizing and spatial distribution of symptoms are outcome specific, and more consistently observed for cost outcomes. Higher pain intensity may drive more condition-specific health care utilization and use of opioids, while higher catastrophizing and larger spatial distribution of symptoms may drive higher costs for services received. Perspective: This article examines underlying characteristics that help explain relationships between pain intensity and disability, and the outcomes of health care utilization and costs. Health care systems can use these findings to refine value-based prediction models by considering factors that differentially influence outcomes for health care use and cost of services.

DOI 10.1016/j.jpain.2019.06.004
Citations Scopus - 15Web of Science - 14
2020 Chi-Lun-Chiao A, Chehata M, Broeker K, Gates B, Ledbetter L, Cook C, et al., 'Patients' perceptions with musculoskeletal disorders regarding their experience with healthcare providers and health services: an overview of reviews.', Arch Physiother, 10 17 (2020)
DOI 10.1186/s40945-020-00088-6
Citations Scopus - 11
2020 Molloy JM, Pendergrass TL, Lee IE, Chervak MC, Hauret KG, Rhon DI, 'Musculoskeletal Injuries and United States Army Readiness Part I: Overview of Injuries and their Strategic Impact', Military Medicine, 185 e1461-e1471 (2020) [C1]
DOI 10.1093/milmed/usaa027
Citations Scopus - 124Web of Science - 67
2020 Molloy JM, Pendergrass TL, Lee IE, Hauret KG, Chervak MC, Rhon DI, 'Musculoskeletal Injuries and United States Army Readiness. Part II: Management Challenges and Risk Mitigation Initiatives', Military Medicine, 185 e1472-e1480 (2020) [C1]
DOI 10.1093/milmed/usaa028
Citations Scopus - 27Web of Science - 12
2020 Deyle GD, Allen CS, Allison SC, Gill NW, Hando BR, Petersen EJ, et al., 'Physical therapy versus glucocorticoid injection for osteoarthritis of the knee', New England Journal of Medicine, 382 1420-1429 (2020) [C1]

BACKGROUND Both physical therapy and intraarticular injections of glucocorticoids have been shown to confer clinical benefit with respect to osteoarthritis of the knee. Whether th... [more]

BACKGROUND Both physical therapy and intraarticular injections of glucocorticoids have been shown to confer clinical benefit with respect to osteoarthritis of the knee. Whether the short-term and long-term effectiveness for relieving pain and improving physical function differ between these two therapies is uncertain. METHODS We conducted a randomized trial to compare physical therapy with glucocorticoid injection in the primary care setting in the U.S. Military Health System. Patients with osteoarthritis in one or both knees were randomly assigned in a 1:1 ratio to receive a glucocorticoid injection or to undergo physical therapy. The primary outcome was the total score on the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) at 1 year (scores range from 0 to 240, with higher scores indicating worse pain, function, and stiffness). The secondary outcomes were the time needed to complete the Alternate Step Test, the time needed to complete the Timed Up and Go test, and the score on the Global Rating of Change scale, all assessed at 1 year. RESULTS We enrolled 156 patients with a mean age of 56 years; 78 patients were assigned to each group. Baseline characteristics, including severity of pain and level of disability, were similar in the two groups. The mean (±SD) baseline WOMAC scores were 108.8±47.1 in the glucocorticoid injection group and 107.1±42.4 in the physical therapy group. At 1 year, the mean scores were 55.8±53.8 and 37.0±30.7, respectively (mean between-group difference, 18.8 points; 95% confidence interval, 5.0 to 32.6), a finding favoring physical therapy. Changes in secondary outcomes were in the same direction as those of the primary outcome. One patient fainted while receiving a glucocorticoid injection. CONCLUSIONS Patients with osteoarthritis of the knee who underwent physical therapy had less pain and functional disability at 1 year than patients who received an intraarticular glucocorticoid injection.

DOI 10.1056/NEJMoa1905877
Citations Scopus - 157Web of Science - 125
2020 Rhon DI, Snodgrass SJ, Cleland JA, Cook CE, 'The Risk of Prior Opioid Exposure on Future Opioid Use and Comorbidities in Individuals With Non-Acute Musculoskeletal Knee Pain', Journal of Primary Care and Community Health, 11 (2020) [C1]
DOI 10.1177/2150132720957438
Citations Scopus - 6Web of Science - 6
Co-authors Suzanne Snodgrass
2020 Rhon DI, Lentz TA, George SZ, 'Utility of catastrophizing, body symptom diagram score and history of opioid use to predict future health care utilization after a primary care visit for musculoskeletal pain', Family Practice, 37 81-90 (2020) [C1]

Background: Self-report information about pain and pain beliefs are often collected during initial consultation for musculoskeletal pain. These data may provide utility beyond the... [more]

Background: Self-report information about pain and pain beliefs are often collected during initial consultation for musculoskeletal pain. These data may provide utility beyond the initial encounter, helping provide further insight into prognosis and long-term interactions of the patient with the health system. Objective: The aim of this study was to determine if pain catastrophizing and pain-related body symptoms can predict future health care utilization. Methods: This was a longitudinal cohort study. Baseline data were collected after receiving initial care for a musculoskeletal disorder in a multidisciplinary clinic within a large military hospital. Subjects completed the Pain Catastrophizing Scale, a region-specific disability measure, numeric pain rating scale and a body symptom diagram. Health care utilization data for 1 year prior and after the visit were extracted from the Military Health System Data Repository. Multivariable regression models appropriate for skewed and count data were developed to predict (i) musculoskeletal-specific medical visits, (ii) 12-month opioid use, (iii) musculoskeletal-specific medical costs and (iv) total medical costs. We investigated whether a pain catastrophizing × body symptom diagram interaction improved prediction, and developed separate models for opioid-naïve individuals and those with a history of opioid use in an exploratory analysis. Results: Pain catastrophizing but not body symptom diagram was a significant predictor of musculoskeletal visits, musculoskeletal costs and total medical costs. Exploratory analyses suggest these relationships are most robust for patients with a history of opioid use. Conclusions: Pain catastrophizing can identify risk of high health care utilization and costs, even after controlling for common clinical variables. Addressing pain catastrophizing in the primary care setting may help to mitigate future health care utilization and costs, while improving clinical outcomes. These results provide direction for future validation studies in larger and more traditional primary care settings.

DOI 10.1093/fampra/cmz046
Citations Scopus - 8Web of Science - 7
2020 Teyhen DS, Shaffer SW, Goffar SL, Kiesel K, Butler RJ, Rhon DI, Plisky PJ, 'Identification of Risk Factors Prospectively Associated With Musculoskeletal Injury in a Warrior Athlete Population', Sports Health, 12 564-572 (2020) [C1]

Background: Musculoskeletal injuries are a primary source of disability. Understanding how risk factors predict injury is necessary to individualize and enhance injury reduction p... [more]

Background: Musculoskeletal injuries are a primary source of disability. Understanding how risk factors predict injury is necessary to individualize and enhance injury reduction programs. Hypothesis: Because of the multifactorial nature of musculoskeletal injuries, multiple risk factors will provide a useful method of categorizing warrior athletes based on injury risk. Study Design: Prospective observational cohort study. Level of Evidence: Level 2. Methods: Baseline data were collected on 922 US Army soldiers/warrior athletes (mean age, 24.7 ± 5.2 years; mean body mass index, 26.8 ± 3.4 kg/m2) using surveys and physical measures. Injury occurrence and health care utilization were collected for 1 year. Variables were compared in healthy versus injured participants using independent t tests or chi-square analysis. Significantly different factors between each group were entered into a logistic regression equation. Receiver operating characteristic curve and accuracy statistics were calculated for regression variables. Results: Of the 922 warrior athletes, 38.8% suffered a time-loss injury (TLI). Overall, 35 variables had a significant relationship with TLIs. The logistic regression equation, consisting of 11 variables of interest, was significant (adjusted R2 = 0.21; odds ratio, 5.7 [95% CI, 4.1-7.9]; relative risk, 2.5 [95% CI, 2.1-2.9]; area under the curve, 0.73). Individuals with 2 variables had a sensitivity of 0.89, those with 7 or more variables had a specificity of 0.94. Conclusion: The sum of individual risk factors (prior injury, prior work restrictions, lower perceived recovery from injury, asymmetrical ankle dorsiflexion, decreased or asymmetrical performance on the Lower and Upper Quarter Y-Balance test, pain with movement, slower 2-mile run times, age, and sex) produced a highly sensitive and specific multivariate model for TLI in military servicemembers. Clinical Relevance: A better understanding of characteristics associated with future injury risk can provide a foundation for prevention programs designed to reduce medical costs and time lost.

DOI 10.1177/1941738120902991
Citations Scopus - 35Web of Science - 16
2020 Clewley D, Iftikhar Y, Horn ME, Rhon D, 'Do the Number of Visits and the Cost of Musculoskeletal Care Improve Outcomes? More May Not Be Better', JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 50 642-648 (2020) [C1]
DOI 10.2519/jospt.2020.9440
Citations Scopus - 3
2020 Fritz JM, Rhon D, Teyhen DS, Kean J, Vanneman ME, Garland EL, et al., 'A Sequential Multiple-Assignment Randomized Trial (SMART) for Stepped Care Management of Low Back Pain in the Military Health System: A Trial Protocol', PAIN MEDICINE, 21 S73-S82 (2020)
DOI 10.1093/pm/pnaa338
Citations Scopus - 12Web of Science - 5
2020 Ojha HA, Fritz JM, Malitsky AL, Wu J, Weiner MG, Brandi JA, et al., 'Comparison of Physical Therapy and Physician Pathways for Employees with Recent Onset Musculoskeletal Pain: A Randomized Controlled Trial', PM and R, 12 1071-1080 (2020) [C1]

Background: Life expectancy of the U.S. population will continue to rise, increasing the workforce demands in the treatment of musculoskeletal pathologies. With a declining primar... [more]

Background: Life expectancy of the U.S. population will continue to rise, increasing the workforce demands in the treatment of musculoskeletal pathologies. With a declining primary care physician workforce, physical therapists (PT) may be in a unique situation to help absorb this demand. Objective: Our primary objective was to compare physical function between two primary care groups, a ¿physical therapy-led pathway¿ versus ¿physician-led pathway¿ in the management of recent-onset musculoskeletal pain at 1-month follow-up. Our secondary objectives were to compare other patient-important outcomes between the groups at 1 month and health utilization at 1 month and 1 year. Methods: A pragmatic randomized controlled trial with a 1-year follow-up was conducted, enrolling 150 university employees with recent onset musculoskeletal pain. Participants were randomized at first contact to either a PT-led pathway or physician-led pathway. The primary outcome was change in Patient-Reported Outcomes Measurement Information System (PROMIS) ShortForm v1-Physical Function 10a at 1 month; groups were compared with repeated measurement of analysis of variance and chi-square for both primary and secondary outcomes, except for satisfaction score at 1 month, which was cross-sectionally compared by independent two-sample t-test. At 1 year, healthcare utilization was assessed through medical record extraction, and healthcare utilization was converted to total episodic standard cost. Utilization was compared between groups using chi-square and Wilcoxon rank-sum tests. Results: Both groups demonstrated improvement at 1-month follow-up but showed no significant between-group difference in mean PROMIS scores at 1 month (PT-led pathway vs physician-led pathway, 2.04, [95% CI -0.28 to 4.36]; P =.082). At 1 year, there was no difference in healthcare utilization or cost between groups. No harm or misdiagnosis was found, filed, or reported by participants at 1 year. Conclusion: This study shows equivalence in outcomes for two low-cost musculoskeletal care pathways with no risk of harm. These results reinforce other findings in the literature that support PTs as safe and effective initial providers for individuals with musculoskeletal disorders.

DOI 10.1002/pmrj.12382
Citations Scopus - 4Web of Science - 2
2020 Bastian LA, Cohen SP, Katsovich L, Becker WC, Brummett BR, Burgess DJ, et al., 'Stakeholder Engagement in Pragmatic Clinical Trials: Emphasizing Relationships to Improve Pain Management Delivery and Outcomes', PAIN MEDICINE, 21 S13-S20 (2020)
DOI 10.1093/pm/pnaa333
Citations Scopus - 12Web of Science - 8
2019 DiMarco LA, Ramger BC, Howell GP, Serrani AM, Givens DL, Rhon DI, Cook CE, 'Differences in Characteristics and Downstream Drug Use Among Opioid-Naive and Prior Opioid Users with Low Back Pain', PAIN PRACTICE, 19 149-157 (2019)
DOI 10.1111/papr.12728
Citations Scopus - 5Web of Science - 3
2019 Kerns RD, Brandt CA, Peduzzi P, Ali J, Antonelli M, Bastian L, et al., 'NIH-DoD-VA Pain Management Collaboratory', PAIN MEDICINE, 20 2336-2345 (2019)
DOI 10.1093/pm/pnz186
Citations Web of Science - 32
2019 Hando BR, Rhon D, Cleland JA, Snodgrass SJ, 'Dry needling in addition to standard physical therapy treatment for sub-acromial pain syndrome: a randomized controlled trial protocol', BRAZILIAN JOURNAL OF PHYSICAL THERAPY, 23 355-363 (2019)
DOI 10.1016/j.bjpt.2018.10.010
Citations Scopus - 3Web of Science - 4
Co-authors Suzanne Snodgrass
2019 Rhon DI, Greenlee TA, Marchant BG, Sissel CD, Cook CE, 'Comorbidities in the first 2 years after arthroscopic hip surgery: Substantial increases in mental health disorders, chronic pain, substance abuse and cardiometabolic conditions', British Journal of Sports Medicine, 53 547-553 (2019) [C1]

Objectives We aimed to identify the rate of seven comorbidities (mental health disorders, chronic pain, substance abuse disorders, cardiovascular disorders, metabolic syndrome, sy... [more]

Objectives We aimed to identify the rate of seven comorbidities (mental health disorders, chronic pain, substance abuse disorders, cardiovascular disorders, metabolic syndrome, systemic arthropathy and sleep disorders) that occurred within 2 years after hip arthroscopy. Methods Data from individuals (ages 18-50 years) undergoing arthroscopic hip surgery between 2004 and 2013 were collected from the Military Health System (MHS) Data Repository (MDR). The MDR captures all healthcare encounters in all settings and locations for individuals within the MHS. Person-level data over 36 months were pulled and aggregated. Seven comorbidities related to poor outcomes from musculoskeletal disorders (mental health disorders, chronic pain, substance abuse disorders, cardiovascular disorders, metabolic syndrome, systemic arthropathy and sleep disorders) were examined 12 months prior and 24 months after surgery. Changes in frequencies were calculated as were differences in proportions between presurgery and postsurgery. Results 1870 subjects were identified (mean age 32.24 years; 55.5% men) and analysed. There were statistically significant increases (p<0.001) proportionally for all comorbidities after surgery. Relative to baseline, cases of mental health disorders rose 84%, chronic pain diagnoses increased 166%, substance abuse disorders rose 57%, cardiovascular disorders rose by 71%, metabolic syndrome cases rose 85.9%, systemic arthropathy rose 132% and sleep disorders rose 111%. Conclusions Major (potentially â ¿ hidden') clinical comorbidities increased substantially after elective arthroscopic hip surgery when compared with preoperative status. These comorbidities appear to have been overlooked in major studies evaluating the benefits and risks of arthroscopic hip surgery. Level of evidence Prognostic, level III.

DOI 10.1136/bjsports-2018-099294
Citations Scopus - 16Web of Science - 16
2019 Rhon DI, O'Hagan E, Mysliwiec V, Lentz TA, 'Does Disordered Sleep Moderate the Relationship Between Pain, Disability and Downstream Health Care Utilization in Patients With Low Back Pain? A Longitudinal Cohort From the US Military Health System', SPINE, 44 1481-1491 (2019)
DOI 10.1097/BRS.0000000000003114
Citations Scopus - 11Web of Science - 7
2019 Schoonover CM, Turner SL, Woods Y, Smith-Forbes E, Rhon DI, 'Perceptions and Response to Conservative Treatment of Low Back Pain in Soldiers During Initial Entry Training: A Convergence Mixed Methods Study', MILITARY MEDICINE, 184 550-556 (2019)
DOI 10.1093/milmed/usy345
Citations Scopus - 5Web of Science - 5
2019 Rhon D, Perez KG, Eskridge SL, 'Risk of post-traumatic knee osteoarthritis after knee injury in military service members', MUSCULOSKELETAL CARE, 17 113-119 (2019)
DOI 10.1002/msc.1378
Citations Scopus - 10Web of Science - 6
2019 Rhon D, Schmitz M, Mayhew R, Dry K, Greenlee T, 'Arthroscopy for Management of Femoroacetabular Impingement Syndrome in the Military Health System: A 10-Year Epidemiological Overview of Cases with 2-year Follow-up', MILITARY MEDICINE, 184 788-796 (2019)
DOI 10.1093/milmed/usz057
Citations Scopus - 2Web of Science - 2
2019 Young JL, Wright AA, Rhon D, 'Nonoperative Management Prior to Hip Arthroscopy for Femoroacetabular Impingement Syndrome: An Investigation Into the Utilization and Content of Physical Therapy', JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 49 593-600 (2019)
DOI 10.2519/jospt.2019.8581
Citations Scopus - 13Web of Science - 7
Co-authors Jodi Young Uon
2019 Garcia AN, Cook C, Rhon D, 'Which patients do not seek additional medical care after a self-management class for low back pain? An observational cohort', CLINICAL REHABILITATION, 33 1831-1842 (2019)
DOI 10.1177/0269215519865013
Citations Scopus - 1Web of Science - 1
2019 Rhon DI, Snodgrass SJ, Cleland JA, Cook CE, 'Comorbid Insomnia and Sleep Apnea are Associated with Greater Downstream Health Care Utilization and Chronic Opioid Use after Arthroscopic Hip Surgery.', Pain physician, 22 E351-E360 (2019) [C1]
Citations Scopus - 21Web of Science - 16
Co-authors Suzanne Snodgrass
2019 van der Windt DA, Burke DL, Babatunde O, Hattle M, McRobert C, Littlewood C, et al., 'Predictors of the effects of treatment for shoulder pain: protocol of an individual participant data meta-analysis.', Diagnostic and prognostic research, 3 15 (2019)
DOI 10.1186/s41512-019-0061-x
2019 Rhon DI, Greenlee TA, Fritz JM, 'The Influence of a Guideline-Concordant Stepped Care Approach on Downstream Health Care Utilization in Patients with Spine and Shoulder Pain', PAIN MEDICINE, 20 476-485 (2019)
DOI 10.1093/pm/pny212
Citations Scopus - 8Web of Science - 5
2019 Rhon DI, Greenlee TA, Sissel CD, Reiman MP, 'The two-year incidence of hip osteoarthritis after arthroscopic hip surgery for femoroacetabular impingement syndrome', BMC MUSCULOSKELETAL DISORDERS, 20 (2019)
DOI 10.1186/s12891-019-2646-5
Citations Scopus - 16Web of Science - 12
2018 Teyhen DS, Goffar SL, Shaffer SW, Kiesel K, Butler RJ, Tedaldi A-M, et al., 'Incidence of Musculoskeletal Injury in US Army Unit Types: A Prospective Cohort Study', JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 48 749-+ (2018)
DOI 10.2519/jospt.2018.7979
Citations Scopus - 55Web of Science - 29
2018 Rhon DI, Miller RB, Fritz JM, 'Effectiveness and Downstream Healthcare Utilization for Patients That Received Early Physical Therapy Versus Usual Care for Low Back Pain A Randomized Clinical Trial', SPINE, 43 1313-1321 (2018)
DOI 10.1097/BRS.0000000000002619
Citations Scopus - 20Web of Science - 16
2018 Clewley D, Rhon DI, Flynn TW, Sissel CD, Cook CE, 'Does health care utilization before hip arthroscopy predict health care utilization after surgery in the US military health system? An investigation into health-seeking behavior', Journal of Orthopaedic and Sports Physical Therapy, 48 878-886 (2018) [C1]

BACKGROUND: The influence of prior patterns of health care utilization on future health care utilization has had minimal investigation in populations with musculoskeletal disorder... [more]

BACKGROUND: The influence of prior patterns of health care utilization on future health care utilization has had minimal investigation in populations with musculoskeletal disorders. UUOBJECTIVES: The purpose of this study was to explore the relationship between presurgical health care utilization and postsurgical health care utilization in a population of patients undergoing hip surgery in the US Military Health System. METHODS: In this observational cohort study, person-level data were collected for patients undergoing hip arthroscopy in the Military Health System from 2003 to 2015, capturing all encounters 12 months before and 24 months after surgery for every individual. Cluster analysis was used to categorize individuals with high and low health care utilization, based on preoperative health care visits. Unadjusted and adjusted Poisson and generalized linear models were generated. Health care utilization outcomes were targeted, including costs, visits, and medication use. RESULTS: There were 1850 individuals in the final cohort (mean age, 32.18 years; 55.4% male). The high health care utilization group averaged 57.69 ± 25.87 visits, compared to 20.43 ± 8.36 visits in the low utilization group. There were significant differences between groups for total health care visits (58.17; 95% confidence interval [CI]: 57.39, 58.58), total health care costs ($11 539.71; 95% CI: $10 557.26, $12 595.04), hip-related visits (12.77; 95% CI: 12.59, 12.96), hip-related costs ($3325.07; 95% CI: $2886.43, $3804.51), days' supply of pain medications (752.67; 95% CI: 751.24, 754.11), opioid prescriptions (48.83; 95% CI: 48.47, 49.21), and cost of pain medications ($1074.80; 95% CI: $1011.91, $1137.68). CONCLUSION: Presurgical patterns of health care utilization were associated with postsurgical patterns of health care utilization, indicating that those patients who used more care before surgery also used more care after surgery. Clinicians should consider prior patterns of health care utilization, including utilization unrelated to the index condition, when determining care plans and prognosis.

DOI 10.2519/jospt.2018.8259
Citations Scopus - 4Web of Science - 3
2018 Clewley D, Rhon D, Flynn T, Koppenhaver S, Cook C, 'Physical therapists familiarity and beliefs about health services utilization and health seeking behaviour', Brazilian Journal of Physical Therapy, 22 336-343 (2018) [C1]

Background: Physical therapists¿ familiarity, perceptions, and beliefs about health services utilization and health seeking behaviour have not been previously assessed. Objectives... [more]

Background: Physical therapists¿ familiarity, perceptions, and beliefs about health services utilization and health seeking behaviour have not been previously assessed. Objectives: The purposes of this study were to identify physical therapists¿ characteristics related to familiarity of health services utilization and health seeking behaviour, and to assess what health seeking behaviour factors providers felt were related to health services utilization. Methods: We administered a survey based on the Andersen behavioural model of health services utilization to physical therapists using social media campaigns and email between March and June of 2017. In addition to descriptive statistics, we performed binomial logistic regression analysis. We asked respondents to rate familiarity with health services utilization and health seeking behaviour and collected additional characteristic variables. Results: Physical therapists are more familiar with health services utilization than health seeking behaviour. Those who are familiar with either construct tend to be those who assess for health services utilization, use health services utilization for a prognosis, and believe that health seeking behaviour is measurable. Physical therapists rated need and enabling factors as having more influence on health services utilization than predisposing and health belief factors. Conclusion: Physical therapists are generally familiar with health services utilization and health seeking behaviour; however, there appears to be a disconnect between what is familiar, what is perceived to be important, and what can be assessed for both health services utilization and health seeking behaviour.

DOI 10.1016/j.bjpt.2018.02.002
Citations Scopus - 3Web of Science - 1
2018 Rhon DI, Snodgrass SJ, Cleland JA, Sissel CD, Cook CE, 'Predictors of chronic prescription opioid use after orthopedic surgery: derivation of a clinical prediction rule', PERIOPERATIVE MEDICINE, 7 (2018) [C1]
DOI 10.1186/s13741-018-0105-8
Citations Web of Science - 37
Co-authors Suzanne Snodgrass
2018 Rhon D, Greenlee T, Fritz J, 'Utilization of Manipulative Treatment for Spine and Shoulder Conditions Between Different Medical Providers in a Large Military Hospital', ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 99 72-81 (2018)
DOI 10.1016/j.apmr.2017.06.010
Citations Scopus - 6Web of Science - 4
2018 Rhon D, Snodgrass SJ, Cleland JA, Greenlee TA, Sissel CD, Cook CE, 'Comparison of downstream health care utilization, costs, and long-term opioid use for physical therapist management versus opioid therapy management after arthroscopic hip surgery (vol 98, pg 348, 2018)', PHYSICAL THERAPY, 98 902-902 (2018)
DOI 10.1093/ptj/pzy088
Co-authors Suzanne Snodgrass
2018 Narveson JR, Haberl MD, Vannatta CN, Rhon DI, 'CONSERVATIVE TREATMENT CONTINUUM FOR MANAGING FEMOROACETABULAR IMPINGEMENT SYNDROME AND ACETABULAR LABRAL TEARS IN SURGICAL CANDIDATES: A CASE SERIES', INTERNATIONAL JOURNAL OF SPORTS PHYSICAL THERAPY, 13 1032-1048 (2018)
DOI 10.26603/ijspt20181032
Citations Web of Science - 5
2018 Rhon DI, Teyhen DS, Shaffer SW, Goffar SL, Kiesel K, Plisky PP, 'Developing predictive models for return to work using the Military Power, Performance and Prevention (MP3) musculoskeletal injury risk algorithm: a study protocol for an injury risk assessment programme', INJURY PREVENTION, 24 81-88 (2018)
DOI 10.1136/injuryprev-2016-042234
Citations Scopus - 15Web of Science - 6
2018 Rhon DI, Snodgrass SJ, Cleland JA, Greenlee TA, Sissel CD, Cook CE, 'Comparison of Downstream Health Care Utilization, Costs, and Long-Term Opioid Use: Physical Therapist Management Versus Opioid Therapy Management After Arthroscopic Hip Surgery.', Phys Ther, 98 348-356 (2018) [C1]
DOI 10.1093/ptj/pzy019
Citations Scopus - 16Web of Science - 14
Co-authors Suzanne Snodgrass
2018 Young JL, Rhon DI, Cleland JA, Snodgrass SJ, 'The influence of exercise dosing on outcomes in patients with knee disorders: A systematic review', Journal of Orthopaedic and Sports Physical Therapy, 48 146-161 (2018) [C1]

STUDY DESIGN: Systematic review. BACKGROUND: Therapeutic exercise is commonly used to treat individuals with knee disorders, but dosing parameters for optimal outcomes are unclear... [more]

STUDY DESIGN: Systematic review. BACKGROUND: Therapeutic exercise is commonly used to treat individuals with knee disorders, but dosing parameters for optimal outcomes are unclear. Large variations exist in exercise prescription, and research related to specific dosing variables for knee osteoarthritis, patellar tendinopathy, and patellofemoral pain is sparse. OBJECTIVES: To identify specific doses of exercise related to improved outcomes of pain and function in individuals with common knee disorders, categorized by effect size. METHODS: Five electronic databases were searched for studies related to exercise and the 3 diagnoses. Means and standard deviations were used to calculate effect sizes for the exercise groups. The overall quality of evidence was assessed using the Physiotherapy Evidence Database scale. RESULTS: Five hundred eighty-three studies were found after the initial search, and 45 were included for analysis after screening. Physiotherapy Evidence Database scale scores were "fair" quality and ranged from 3 to 8. For knee osteoarthritis, 24 total therapeutic exercise sessions and 8- and 12-week durations of exercise were parameters most often associated with large effects. An exercise frequency of once per week was associated with no effect. No trends were seen with exercise dosing for patellar tendinopathy and patellofemoral pain. CONCLUSION: This review suggests that there are clinically relevant exercise dosing variables that result in improved pain and function for patients with knee osteoarthritis, but optimal dosing is still unclear for patellar tendinopathy and patellofemoral pain. Prospective studies investigating dosing parameters are needed to confirm the results from this systematic review.

DOI 10.2519/jospt.2018.7637
Citations Scopus - 47Web of Science - 33
Co-authors Suzanne Snodgrass, Jodi Young Uon
2018 Young JL, Rhon DI, de Zoete RMJ, Cleland JA, Snodgrass SJ, 'The influence of dosing on effect size of exercise therapy for musculoskeletal foot and ankle disorders: a systematic review', Brazilian Journal of Physical Therapy, 22 20-32 (2018) [C1]

Objective: The purpose of this review was to identify doses of exercise therapy associated with greater treatment effect sizes in individuals with common musculoskeletal disorders... [more]

Objective: The purpose of this review was to identify doses of exercise therapy associated with greater treatment effect sizes in individuals with common musculoskeletal disorders of the foot and ankle, namely, achilles tendinopathy, ankle sprains and plantar heel pain. Methods: AMED, EMBASE and MEDLINE were searched from 2005 to August 2017 for randomized controlled trials related to exercise for these three diagnoses. The Physiotherapy Evidence Database scale was used for methodological quality assessment. Exercise dosing variables and outcome measures related to pain and function were extracted from the studies, and standardized mean differences were calculated for the exercise groups. Results: Fourteen studies met the final inclusion. A majority of the studies showed large effects and two small trends were identified. Patients with plantar heel pain may benefit more from a daily home exercise program than two supervised visits per week (SMD = 3.82), but this recommendation is based on weak evidence. In achilles tendinopathy, a relationship was also seen when sets and repetitions of eccentric exercise were performed as tolerated (SMD = 1.08 for function, -1.29 for pain). Conclusions: Session duration, frequency, total number of visits, and overall length of care may all be dosing variables with limited value for determining effective exercise prescription. However, the limited number of studies prevents any definitive conclusions. Further investigation is warranted to improve our understanding of the influence exercise dosing has on treatment effect sizes. Future randomized controlled trials comparing specific exercise dose variables should be conducted to clarify the impact of these variables.

DOI 10.1016/j.bjpt.2017.10.001
Citations Scopus - 18Web of Science - 12
Co-authors Jodi Young Uon, Suzanne Snodgrass
2018 Mansell NS, Rhon DI, Meyer J, Slevin JM, Marchant BG, 'Arthroscopic Surgery or Physical Therapy for Patients With Femoroacetabular Impingement Syndrome A Randomized Controlled Trial With 2-Year Follow-up', AMERICAN JOURNAL OF SPORTS MEDICINE, 46 1306-1314 (2018)
DOI 10.1177/0363546517751912
Citations Scopus - 142Web of Science - 124
2018 Rhon DI, Marchant BG, Mansell NS, 'Randomized Controlled Trial of Hip Arthroscopy Surgery vs Physical Therapy: Response', AMERICAN JOURNAL OF SPORTS MEDICINE, 46 NP38-NP39 (2018)
DOI 10.1177/0363546518777482
Citations Scopus - 2Web of Science - 1
2018 Reiman MP, Peters S, Rhon DI, 'Most Military Service Members Return to Activity Duty With Limitations After Surgery for Femoroacetabular Impingement Syndrome: A Systematic Review', ARTHROSCOPY-THE JOURNAL OF ARTHROSCOPIC AND RELATED SURGERY, 34 2713-2725 (2018)
DOI 10.1016/j.arthro.2018.05.011
Citations Scopus - 10Web of Science - 8
2018 Rhon DI, Clewley D, Young JL, Sissel CD, Cook CE, 'Leveraging healthcare utilization to explore outcomes from musculoskeletal disorders: methodology for defining relevant variables from a health services data repository', BMC MEDICAL INFORMATICS AND DECISION MAKING, 18 (2018)
DOI 10.1186/s12911-018-0588-8
Citations Scopus - 37Web of Science - 34
Co-authors Jodi Young Uon
2018 Clewley D, Rhon D, Flynn T, Koppenhaver S, Cook C, 'Health seeking behavior as a predictor of healthcare utilization in a population of patients with spinal pain', PLOS ONE, 13 (2018)
DOI 10.1371/journal.pone.0201348
Citations Scopus - 40Web of Science - 31
2017 Cook CE, Rhon DI, Lewis BD, George SZ, 'Post-operative opioid pain management patterns for patients who receive hip surgery', Substance Abuse: Treatment, Prevention, and Policy, 12 (2017) [C1]

Background: Identifying optimal, post-operative opioid management strategies is a priority of health providers and government agencies. At present, there are no studies we are awa... [more]

Background: Identifying optimal, post-operative opioid management strategies is a priority of health providers and government agencies. At present, there are no studies we are aware of that have formally investigated opioid prescribing patterns for post-operative non-arthroplasty orthopedic conditions such as femoroacetabular impingement, nor has any study investigated the influence of opioid prescription patterns on health care costs and utilization. We aimed to investigate a subgrouping scheme associated with post-operative opioid prescription strategies and measure the subgroups' direct and indirect health care utilization and costs in individuals undergoing non-arthroplasty orthopedic hip surgery. Methods: The study was an observational cohort of routine military clinical practices. We used cluster analysis to characterize pre-operative (12 months) and post-operative (24 months) opioid prescription patterns. Linear mixed effects modeling (with statistical controls for baseline status) identified opioid prescription pattern subgroups and identified subgroup differences in health care utilization and costs. Results: Two distinct clusters were identified representing 1) short-duration, high total days' supply (SD-HD), and 2) long-duration, lesser total days' supply (LD-LD) post-operative prescription patterns. Significantly higher costs and health care utilization for both hip-related and non-hip-related variables were consistently identified in the SD-HD group. Conclusions: Long-term opioid prescription use has been identified as a concern, but our findings demonstrate that LD-LD post-operative opioid management for hip surgery recipients was associated with lower costs and utilization. Whether these management patterns were a reflection of pre-operative health status, impacted pain-related outcomes, or can be replicated in other orthopedic procedures remains a consideration for future studies. Trial registration: NA.

DOI 10.1186/s13011-017-0094-5
Citations Scopus - 6Web of Science - 6
2017 Rhon DI, Magel JS, 'The influence of smoking on recovery from subacromial pain syndrome: a cohort from the Military Health System.', US Army Med Dep J, 36-42 (2017)
2017 Hando BR, Rhon DI, Boyles RE, Whitman JM, English JL, 'Translational manipulation under anesthesia for patients with frozen shoulder: a case series study with five-year health care utilization and post-manipulative arthroscopic findings', JOURNAL OF MANUAL & MANIPULATIVE THERAPY, 25 270-278 (2017)
DOI 10.1080/10669817.2017.1292615
Citations Scopus - 1Web of Science - 1
2017 Rhon DI, Golden KJ, Trevino AJ, Hatler BS, 'Soldier Readiness Processing: Time for a New Paradigm in Managing Musculoskeletal Injuries After Deployment?', MILITARY MEDICINE, 182 E1569-E1574 (2017)
DOI 10.7205/MILMED-D-16-00124
Citations Scopus - 7Web of Science - 5
2017 Rhon DI, Lentz TA, George SZ, 'Unique Contributions of Body Diagram Scores and Psychosocial Factors to Pain Intensity and Disability in Patients With Musculoskeletal Pain', JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 47 88-96 (2017)
DOI 10.2519/jospt.2017.6778
Citations Scopus - 7Web of Science - 4
2017 Hearn D, Rhon D, Goss D, Thelen M, 'Evaluation of a Novel Field Expedient Musculoskeletal Readiness Screening Tool in an Army Basic Training Population', MILITARY MEDICINE, 182 E1862-E1868 (2017)
DOI 10.7205/MILMED-D-16-00384
Citations Scopus - 9Web of Science - 8
2016 Teyhen DS, Shaffer SW, Butler RJ, Goffar SL, Kiesel KB, Rhon DI, et al., 'Application of Athletic Movement Tests that Predict Injury Risk in a Military Population: Development of Normative Data', MILITARY MEDICINE, 181 1324-1334 (2016)
DOI 10.7205/MILMED-D-15-00297
Citations Scopus - 9Web of Science - 8
2016 Kardouni JR, Shing TL, Rhon DI, 'Risk Factors for Low Back Pain and Spine Surgery A Retrospective Cohort Study in Soldiers', AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 51 E129-E138 (2016)
DOI 10.1016/j.amepre.2016.06.005
Citations Scopus - 19Web of Science - 16
2016 Teyhen DS, Rhon DI, Butler RJ, Shaffer SW, Goffar SL, McMillian DJ, et al., 'Association of Physical Inactivity, Weight, Smoking, and Prior Injury on Physical Performance in a Military Setting', JOURNAL OF ATHLETIC TRAINING, 51 866-875 (2016)
DOI 10.4085/1062-6050-51.6.02
Citations Scopus - 26Web of Science - 20
2016 Mansell NS, Rhon DI, Marchant BG, Slevin JM, Meyer JL, 'Two-year outcomes after arthroscopic surgery compared to physical therapy for femoracetabular impingement: A protocol for a randomized clinical trial', BMC MUSCULOSKELETAL DISORDERS, 17 (2016)
DOI 10.1186/s12891-016-0914-1
Citations Scopus - 25Web of Science - 21
2016 Deyle GD, Gill NW, Rhon DI, Allen CS, Allison SC, Hando BR, et al., 'A multicentre randomised, 1-year comparative effectiveness, parallel-group trial protocol of a physical therapy approach compared to corticosteroid injections', BMJ OPEN, 6 (2016)
DOI 10.1136/bmjopen-2015-010528
Citations Scopus - 6Web of Science - 12
2016 Deyle GD, Gill NW, Rhon D, 'A multicentre randomised, 1-year comparative effectiveness, parallel-group trial protocol of a physical therapy approach compared to corticosteroid injections (vol 6, e010528, 2016)', BMJ OPEN, 6 (2016)
DOI 10.1136/bmjopen-2015-010528corr1
Citations Scopus - 10
2015 Rhon DI, Boyles RB, Cleland JA, 'Management of the unilateral shoulder impingement syndrome: In response', Annals of Internal Medicine, 162 237-238 (2015)
DOI 10.7326/L15-5043-2
Citations Scopus - 3Web of Science - 2
2015 Teyhen DS, Shaffer SW, Butler RJ, Goffar SL, Kiesel KB, Rhon DI, et al., 'What Risk Factors Are Associated With Musculoskeletal Injury in US Army Rangers? A Prospective Prognostic Study', Clinical Orthopaedics and Related Research, 473 2948-2958 (2015)

Background: Musculoskeletal injury is the most common reason that soldiers are medically not ready to deploy. Understanding intrinsic risk factors that may place an elite soldier ... [more]

Background: Musculoskeletal injury is the most common reason that soldiers are medically not ready to deploy. Understanding intrinsic risk factors that may place an elite soldier at risk of musculoskeletal injury may be beneficial in preventing musculoskeletal injury and maintaining operational military readiness. Findings from this population may also be useful as hypothesis-generating work for particular civilian settings such as law enforcement officers (SWAT teams), firefighters (smoke jumpers), or others in physically demanding professions. Questions/purposes: The purposes of this study were (1) to examine whether using baseline measures of self-report and physical performance can identify musculoskeletal injury risk; and (2) to determine whether a combination of predictors would enhance the accuracy for determining future musculoskeletal injury risk in US Army Rangers. Methods: Our study was a planned secondary analysis from a prospective cohort examining how baseline factors predict musculoskeletal injury. Baseline predictors associated with musculoskeletal injury were collected using surveys and physical performance measures. Survey data included demographic variables, injury history, and biopsychosocial questions. Physical performance measures included ankle dorsiflexion, Functional Movement Screen, lower and upper quarter Y-balance test, hop testing, pain provocation, and the Army Physical Fitness Test (consisting of a 2-mile run and 2 minutes of sit-ups and push-ups). A total of 320 Rangers were invited to enroll and 211 participated (66%). Occurrence of musculoskeletal injury was tracked for 1¿year using monthly injury surveillance surveys, medical record reviews, and a query of the Department of Defense healthcare utilization database. Injury surveillance data were available on 100% of the subjects. Receiver operator characteristic curves and accuracy statistics were calculated to identify predictors of interest. A logistic regression equation was then calculated to find the most pertinent set of predictors. Of the 188 Rangers (age, 23.3 ± 3.7¿years; body mass index, 26.0 ± 2.4¿kg/m 2 ) remaining in the cohort, 85 (45.2%) sustained a musculoskeletal injury of interest. Results: Smoking, prior surgery, recurrent prior musculoskeletal injury, limited-duty days in the prior year for musculoskeletal injury, asymmetrical ankle dorsiflexion, pain with Functional Movement Screen clearing tests, and decreased performance on the 2-mile run and 2-minute sit-up test were associated with increased injury risk. Presenting with one or fewer predictors resulted in a sensitivity of 0.90 (95% confidence interval [CI], 0.83¿0.95), and having three or more predictors resulted in a specificity of 0.98 (95% CI, 0.93¿0.99). The combined factors that contribute to the final multivariable logistic regression equation yielded an odds ratio of 4.3 (95% CI, 2.0¿9.2), relative risk of 1.9 (95% CI, 1.4¿2.6), and an area under the curve of 0.64. Conclusions: Multiple factors (musculoskeletal injury history, smoking, pain provocation, movement tests, and lower scores on physical performance measures) were associated with individuals at risk for musculoskeletal injury. The summation of the number of risk factors produced a highly sensitive (one or less factor) and specific (three or more factors) model that could potentially be used to effectively identify and intervene in those persons with elevated risk for musculoskeletal injury. Future research should establish if screening and intervening can improve musculoskeletal health and if our findings among US Army Rangers translate to other occupations or athletes. Level of Evidence: Level II, prognostic study.

DOI 10.1007/s11999-015-4342-6
Citations Scopus - 91Web of Science - 78
2015 Leib C, 'Management of the Unilateral Shoulder Impingement Syndrome', ANNALS OF INTERNAL MEDICINE, 162 237-237 (2015)
DOI 10.7326/L15-5043
2015 Rhon D, Fritz J, 'COMParative Early Treatment Effectiveness between physical therapy and usual care for low back pain (COMPETE): study protocol for a randomized controlled trial.', Trials, 16 423 (2015)
DOI 10.1186/s13063-015-0959-8
Citations Scopus - 8Web of Science - 8
2014 Rhon DI, Boyles RB, Cleland JA, 'One-year outcome of subacromial corticosteroid injection compared with manual physical therapy for the management of the unilateral shoulder impingement syndrome: A pragmatic randomized trial', Annals of Internal Medicine, 161 161-169 (2014)

Background: Corticosteroid injections (CSIs) and physical therapy are used to treat patients with the shoulder impingement syndrome (SIS) but have never been directly compared. Ob... [more]

Background: Corticosteroid injections (CSIs) and physical therapy are used to treat patients with the shoulder impingement syndrome (SIS) but have never been directly compared. Objective: To compare the effectiveness of 2 common nonsurgical treatments for SIS. Design: Randomized, single-blind, comparative-effectiveness, parallel-group trial. (ClinicalTrials.gov: NCT01190891) Setting: Military hospital-based outpatient clinic in the United States. Patients: 104 patients aged 18 to 65 years with unilateral SIS between June 2010 and March 2012. Intervention: Random assignment into 2 groups: 40-mg triamcinolone acetonide subacromial CSI versus 6 sessions of manual physical therapy. Measurements: The primary outcome was change in Shoulder Pain and Disability Index scores at 1 year. Secondary outcomes included the Global Rating of Change scores, the Numeric Pain Rating Scale scores, and 1-year health care use. Results: Both groups demonstrated approximately 50% improvement in Shoulder Pain and Disability Index scores maintained through 1 year; however, the mean difference between groups was not significant (1.5% [95% CI, -6.3% to 9.4%]). Both groups showed improvements in Global Rating of Change scale and pain rating scores, but between-group differences in scores for the Global Rating of Change scale (0 [CI, -2 to 1]) and pain rating (0.4 [CI, -0.5 to 1.2]) were not significant. During the 1-year follow-up, patients receiving CSI had more SIS-related visits to their primary care provider (60% vs. 37%) and required additional steroid injections (38% vs. 20%), and 19% needed physical therapy. Transient pain from the CSI was the only adverse event reported. Limitation: The study occurred at 1 center with patients referred to physical therapy. Conclusion: Both groups experienced significant improvement. The manual physical therapy group used less 1-year SIS-related health care resources than the CSI group.

DOI 10.7326/M13-2199
Citations Scopus - 62Web of Science - 56
2014 Rhon D, Hando B, 'Letter to the editor: External rotation immobilization for primary shoulder dislocation: a randomized controlled trial.', Clin Orthop Relat Res, 472 1992-1993 (2014)
DOI 10.1007/s11999-014-3568-z
Citations Scopus - 1Web of Science - 1
2013 Rhon DI, Deyle GD, Gill NW, 'Clinical reasoning and advanced practice privileges enable physical therapist point-of-care decisions in the military health care system: 3 clinical cases', Physical Therapy, 93 1234-1243 (2013)

Background and Purpose. Physical therapists frequently make important point-of-care decisions for musculoskeletal injuries and conditions. In the Military Health System (MHS), the... [more]

Background and Purpose. Physical therapists frequently make important point-of-care decisions for musculoskeletal injuries and conditions. In the Military Health System (MHS), these decisions may occur while therapists are deployed in support of combat troops, as well as in a more traditional hospital setting. Proficiency with the musculoskeletal examination, including a fundamental understanding of the diagnostic role of musculoskeletal imaging, is an important competency for physical therapists. The purpose of this article is to present 3 cases managed by physical therapists in unique MHS settings, highlighting relevant challenges and clinical decision making. Case Description. Three cases are presented involving conditions where the physical therapist was significantly involved in the diagnosis and clinical management plan. The physical therapist's clinical privileges, including the ability to order appropriate musculoskeletal imaging procedures, were helpful in making clinical decisions that facilitate timely management. The cases involve patients with an ankle sprain and Maisonneuve fracture, a radial head fracture, and a pelvic neoplasm referred through medical channels as knee pain. Outcomes. Clinical pathways from point of care are discussed, as well as the reasoning that led to decisions affecting definitive care for each of these patients. In each case, emergent treatment and important combat evacuation decisions were based on a combination of examination and management decisions. Discussion. Physical therapists can provide important contributions to the primary management of patients with musculoskeletal conditions in a variety of settings within the MHS. In the cases described, advanced clinical privileges contributed to the success in this role. © 2013 American Physical Therapy Association.

DOI 10.2522/ptj.20120148
Citations Scopus - 8Web of Science - 10
2013 Rhon D, Deyle G, Gill N, Rendeiro D, 'Manual physical therapy and perturbation exercises in knee osteoarthritis.', J Man Manip Ther, 21 220-228 (2013)
DOI 10.1179/2042618613Y.0000000039
Citations Scopus - 6
2012 Jordan CL, Rhon DI, 'Differential Diagnosis and Management of Ankylosing Spondylitis Masked as Adhesive Capsulitis: A Resident's Case Problem', JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 42 842-852 (2012)
DOI 10.2519/jospt.2012.4050
Citations Scopus - 10Web of Science - 9
2011 Rhon DI, Boyles RE, Cleland JA, Brown DL, 'A manual physical therapy approach versus subacromial corticosteroid injection for treatment of shoulder impingement syndrome: a protocol for a randomised clinical trial', BMJ OPEN, 1 (2011)
DOI 10.1136/bmjopen-2011-000137
Citations Scopus - 23Web of Science - 20
2010 Rhon DI, Gill N, Teyhen D, Scherer M, Goffar S, 'Clinician Perception of the Impact of Deployed Physical Therapists as Physician Extenders in a Combat Environment', MILITARY MEDICINE, 175 305-312 (2010)
DOI 10.7205/MILMED-D-09-00099
Citations Scopus - 12Web of Science - 9
2010 Rhon DI, 'A Physical Therapist Experience, Observation, and Practice With an Infantry Brigade Combat Team in Support of Operation Iraqi Freedom', MILITARY MEDICINE, 175 442-447 (2010)
DOI 10.7205/MILMED-D-09-00097
Citations Scopus - 25Web of Science - 23
2008 Rhon D, 'Lumbar spinal stenosis', NEW ENGLAND JOURNAL OF MEDICINE, 358 2647-2647 (2008)
2008 van Gijn J, 'Lumbar spinal stenosis.', The New England journal of medicine, 358 2647 (2008)
DOI 10.1056/nejmc080600
2008 Rhon D, 'Re: Zhang W, Moskowitz RW, Nuki G, et al. OARSI recommendations for the management of hip and knee osteoarthritis, Part II: OARSI evidence-based, expert consensus guidelines. Osteoarthritis Cartilage 2008;16:137-62', OSTEOARTHRITIS AND CARTILAGE, 16 1585-1585 (2008)
DOI 10.1016/j.joca.2008.04.019
Citations Scopus - 8Web of Science - 8
2004 Cliborne AV, Wainner RS, Rhon DI, Judd CD, Fee TT, Matekel RL, Whitman JM, 'Clinical hip tests and a functional squat test in patients with knee osteoarthritis: Reliability, prevalence of positive test findings, and short-term response to hip mobilization', JOURNAL OF ORTHOPAEDIC & SPORTS PHYSICAL THERAPY, 34 676-685 (2004)
DOI 10.2519/jospt.2004.34.11.676
Citations Scopus - 46Web of Science - 32
Show 128 more journal articles

Conference (12 outputs)

Year Citation Altmetrics Link
2022 Rhon DI, Garland EL, 'AN EXPLORATION OF PRESCRIPTION OPIOID USE IN THE 4 YEARS LEADING TO KNEE ARTHROPLASTY WITHIN A LARGE HEALTH SYSTEM', OSTEOARTHRITIS AND CARTILAGE (2022)
2022 Massey BJ, Smith KM, Young JL, Rhon DI, 'UNSUPERVISED EXERCISE ADHERENCE RATES IN CLINICAL TRIALS FOR KNEE OSTEOARTHRITIS: A SYSTEMATIC REVIEW', OSTEOARTHRITIS AND CARTILAGE (2022)
2021 Rhon DI, Kim M, Asche CV, Allison S, Allen CS, Deyle GD, 'PHYSICAL THERAPY FOR KNEE OSTEOARTHRITIS IS COST-EFFECTIVE COMPARED TO INTRA-ARTICULAR GLUCOCORTICOID INJECTION AT 1 YEAR: ANALYSIS FROM A RANDOMIZED CONTROLLED TRIAL', OSTEOARTHRITIS AND CARTILAGE (2021)
2020 Carrignan JA, Simmet RT, Coddington M, Gill NW, Greenlee TA, McCafferty R, Rhon D, 'Are Exercise and Physical Therapy Common Forms of Conservative Management in the Year Before Lumbar Spine Surgery?', ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, Washington, DC (2020)
DOI 10.1016/j.apmr.2020.04.006
Citations Scopus - 6Web of Science - 2
2020 Kerns R, Fritz JM, Hastings SN, George S, Weber W, Rhon D, 'NIH-DOD-VA PAIN MANAGEMENT COLLABORATORY: PRAGMATIC CLINICAL TRIALS OF NONPHARMACOLOGICAL APPROACHES TO PAIN MANAGEMENT', ANNALS OF BEHAVIORAL MEDICINE (2020)
2020 Rhon D, Greenlee T, Day C, Farias A, Mayhew R, 'Poor Soldier Medical Readiness In The Year Following Return To Unrestricted Duty After Musculoskeletal Injury', MEDICINE & SCIENCE IN SPORTS & EXERCISE, ELECTR NETWORK (2020)
2020 Fritz JM, Rhon D, 'SMART STEPPED CARE MANAGEMENT FOR LOW BACK PAIN IN MILITARY HEALTH SYSTEM', ANNALS OF BEHAVIORAL MEDICINE (2020)
2020 Rhon D, White D, Deyle GD, 'ARE SHOTS OR SQUATS UTILIZED MORE OFTEN IN THE 4 YEARS PRIOR TO KNEE REPLACEMENT SURGERY?', OSTEOARTHRITIS AND CARTILAGE, Vienna, AUSTRIA (2020)
2019 Rhon DI, Allen CS, Gill NW, Hando BR, Petersen E, Deyle G, 'CORTICOSTEROID INJECTION VERSUS A PHYSICAL THERAPY APPROACH FOR THE MANAGEMENT OF KNEE OSTEOARTHRITIS: A RANDOMIZED CLINICAL TRIAL', OSTEOARTHRITIS AND CARTILAGE, Toronto, CANADA (2019)
DOI 10.1016/j.joca.2019.02.047
2018 Rhon D, Perez K, Eskridge S, 'RISK OF POST TRAUMATIC KNEE OSTEOARTHRITIS AFTER TRAUMATIC KNEE INJURY IN DEPLOYED MILITARY SERVICE MEMBERS', OSTEOARTHRITIS AND CARTILAGE, Liverpool, ENGLAND (2018)
DOI 10.1016/j.joca.2018.02.457
2016 Shing TL, Kardouni JR, Rhon DI, 'Low Back Pain Incidence and Rate of Chronicity in US Army Soldiers: an Epidemiologic Study', MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, Boston, MA (2016)
DOI 10.1249/01.mss.0000487632.73007.e8
2016 Rhon D, Hando B, Deyle G, 'USE OF PHYSICAL THERAPY AND CORTICOSTEROID INJECTIONS IN THE MANAGEMENT OF KNEE OSTEOARTHRITIS IN THE US MILITARY HEALTH SYSTEM', OSTEOARTHRITIS AND CARTILAGE, Amsterdam, NETHERLANDS (2016)
DOI 10.1016/j.joca.2016.01.452
Citations Web of Science - 4
Show 9 more conferences

Other (1 outputs)

Year Citation Altmetrics Link
2020 I Rhon D, Greenlee T, Sorensen J, Bullock G, 'Statistical Analysis Plan for Development of Injury Prediction Models for the MP3 Return to Duty Study v1', ZappyLab, Inc. (2020)
DOI 10.17504/protocols.io.bihfkb3n

Preprint (4 outputs)

Year Citation Altmetrics Link
2023 Taylor KA, Kapos FP, Sharpe JA, Kosinski AS, Rhon DI, Goode AP, 'Seventeen-Year National Pain Prevalence Trends Among U.S. Military Veterans. (2023)
DOI 10.1101/2023.03.27.23287408
2023 I Rhon D, 'Statistical Analyis Plan for Assessing Psychological Phenotypes of Patients with Low Back Pain in the Military Health System v1 (2023)
DOI 10.17504/protocols.io.6qpvr4k1ogmk/v1
2022 I Rhon D, George S, Poehlein E, Green C, 'Statistical Analysis Plan for Validation of the STarTBack Tool for Management of Low Back Pain in the Military Health System v1 (2022)
DOI 10.17504/protocols.io.b55pq85n
2020 Fraser JJ, MacGregor A, Ryans CP, Dreyer MA, Gibboney MD, Rhon DI, 'Sex and Occupation Are Salient Risk Factors for Lateral Ankle Sprain Among Military Tactical Athletes (2020)
DOI 10.1101/2020.08.20.20178871
Show 1 more preprint
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Mr Daniel Rhon

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Email daniel.rhon@uon.edu.au
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