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Karstensen JK, Bremander A, Nielsen KE, Primdahl J, Christensen JR. Patients' perspectives on adherence to cardiovascular screening consultation and lifestyle changes. Arch Public Health 2024; 82:30. [PMID: 38449030 PMCID: PMC10919003 DOI: 10.1186/s13690-024-01256-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 02/17/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Rheumatoid arthritis (RA) poses a significant health burden, with patients facing a twofold higher risk of cardiovascular diseases compared to the general population. As a results, the international recommendations set forth by the European Alliance of Associations for Rheumatology, advocate for a structured cardiovascular (CV) risk management and adherence to a healthy lifestyle for patients with RA. Unhealthy lifestyle factors not only impact overall health but also worsen inflammation and hinder treatment response in patients with RA Despite these recommendations, there remains a knowledge gap regarding patients' attitudes towards screening participation and lifestyle changes. Therefore, the aims of this study were firstly to explore the perspectives of patients with rheumatoid arthritis on participation and adherence to cardiovascular screening. Secondly, to explore patients' perspectives on lifestyle changes. METHODS Semi-structured interviews based on a hermeneutic approach were conducted. The analysis was guided by qualitative content analysis, employing an inductive approach. RESULTS Nine women and seven men, aged 47 to 76 years, diagnosed with RA, and who had attended at least one CV screening session, took part in the study. Two primary themes, along with four sub-themes, emerged from the analysis. The first main theme, Accepting an offer, encompassed the sub-themes of Engagement in the screening consultation and Risk awareness, reflecting participants' views on their involvement in, and commitment to, CV screening. The second theme pertained to participants' perspectives on lifestyle changes: Living with a chronic disease and embracing changes, described through the sub-themes of Motivation for lifestyle changes and Strategies to achieve lifestyle changes. CONCLUSION Motivations for taking part in the screening differed among the participants, ranging from simply accepting an invitation to joining as a proactive precaution. In general, there was unanimous agreement among the participants that the screening proved to be a positive encounter. While it may not have immediately prompted significant lifestyle alterations, it did enhance their awareness of risks and underscored the significance of maintaining a healthy lifestyle. Overall, the individual guidance and support for patients with rheumatoid arthritis should entail awareness of CV risk combined with support to lifestyle changes the participants want to pursue.
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Affiliation(s)
- Julie Katrine Karstensen
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark.
- Danish Hospital for Rheumatic Diseases, University Hospital of Southern Denmark, Sønderborg, Denmark.
| | - Ann Bremander
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Danish Hospital for Rheumatic Diseases, University Hospital of Southern Denmark, Sønderborg, Denmark
- Section of Rheumatology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
- Spenshult Research and Development Centre, Halmstad, Sweden
| | - Katrine Engholm Nielsen
- User Perspectives and Community-based Interventions, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Jette Primdahl
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Danish Hospital for Rheumatic Diseases, University Hospital of Southern Denmark, Sønderborg, Denmark
- Sygehus Sønderjylland, University Hospital of Southern Denmark, Aabenraa, Denmark
| | - Jeanette Reffstrup Christensen
- Research unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
- Research Unit for General Practice, Aarhus University, Aarhus, Denmark
- DRIVEN - Danish Centre for Motivational and Behaviour Science, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
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Beaudart C, Sharma M, Clark P, Fujiwara S, Adachi JD, Messina OD, Morin SN, Kohlmeier LA, Sangan CB, Nogues X, Cruz-Priego GA, Cavallo A, Cooper F, Grier J, Leckie C, Montiel-Ojeda D, Papaioannou A, Raskin N, Yurquina L, Wall M, Bruyère O, Boonen A, Dennison E, Harvey NC, Kanis JA, Kaux JF, Lewiecki EM, Lopez-Borbon O, Paskins Z, Reginster JY, Silverman S, Hiligsmann M. Patients' preferences for fracture risk communication: the Risk Communication in Osteoporosis (RICO) study. Osteoporos Int 2024; 35:451-468. [PMID: 37955683 PMCID: PMC10866759 DOI: 10.1007/s00198-023-06955-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 10/18/2023] [Indexed: 11/14/2023]
Abstract
The RICO study indicated that most patients would like to receive information regarding their fracture risk but that only a small majority have actually received it. Patients globally preferred a visual presentation of fracture risk and were interested in an online tool showing the risk. PURPOSE The aim of the Risk Communication in Osteoporosis (RICO) study was to assess patients' preferences regarding fracture risk communication. METHODS To assess patients' preferences for fracture risk communication, structured interviews with women with osteoporosis or who were at risk for fracture were conducted in 11 sites around the world, namely in Argentina, Belgium, Canada at Hamilton and with participants from the Osteoporosis Canada Canadian Osteoporosis Patient Network (COPN), Japan, Mexico, Spain, the Netherlands, the UK, and the USA in California and Washington state. The interviews used to collect data were designed on the basis of a systematic review and a qualitative pilot study involving 26 participants at risk of fracture. RESULTS A total of 332 women (mean age 67.5 ± 8.0 years, 48% with a history of fracture) were included in the study. Although the participants considered it important to receive information about their fracture risk (mean importance of 6.2 ± 1.4 on a 7-point Likert scale), only 56% (i.e. 185/332) had already received such information. Globally, participants preferred a visual presentation with a traffic-light type of coloured graph of their FRAX® fracture risk probability, compared to a verbal or written presentation. Almost all participants considered it important to discuss their fracture risk and the consequences of fractures with their healthcare professionals in addition to receiving information in a printed format or access to an online website showing their fracture risk. CONCLUSIONS There is a significant communication gap between healthcare professionals and patients when discussing osteoporosis fracture risk. The RICO study provides insight into preferred approaches to rectify this communication gap.
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Affiliation(s)
- Charlotte Beaudart
- Department of Health Services Research, Care & Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands.
- WHO Collaborating Center for Epidemiology of Musculoskeletal Health and Aging, Division of Public Health, Epidemiology and Health Economics, University of Liège, Liège, Belgium.
- Research Institute for Life Sciences (NARILIS), Department of Biomedical Sciences, Faculty of Medicine, University of Namur, Namur, Belgium.
| | | | - Patricia Clark
- Clinical Epidemiology Unit, Children's Hospital of Mexico, Federico Gomez - Faculty of Medicine, National Autonomous University of Mexico (UNAM), Mexico City, Mexico
| | - Saeko Fujiwara
- Department of Pharmacy, Yasuda Women's University, Hiroshima, Japan
| | | | - Osvaldo D Messina
- Investigaciones Reumatológicas y Osteológicas (IRO), Collaborating Centre WHO, Buenos Aires, Argentina
- IRO Medical Center, Investigaciones Reumatologicas y Osteologicas SRL, Buenos Aires, Argentina
| | | | | | | | - Xavier Nogues
- Internal Medicine Department, CIBERFES (ISCIII), Hospital del Mar Medical Research Institute, Pompeu Fabra University, Barcelona, Spain
| | - Griselda Adriana Cruz-Priego
- Clinical Epidemiology Research Unit, Children's Hospital of Mexico, Federico Gomez - Faculty of Medicine, National Autonomous University of Mexico (UNAM), Mexico City, Mexico
| | - Andrea Cavallo
- Investigaciones Reumatológicas y Osteológicas (IRO), Collaborating Centre WHO, Buenos Aires, Argentina
| | | | | | | | - Diana Montiel-Ojeda
- Clinical Epidemiology Research Unit, Children's Hospital of Mexico, Federico Gomez - Faculty of Medicine, National Autonomous University of Mexico (UNAM), Mexico City, Mexico
| | | | - Nele Raskin
- Department of Health Services Research, Care & Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | | | - Michelle Wall
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Olivier Bruyère
- WHO Collaborating Center for Epidemiology of Musculoskeletal Health and Aging, Division of Public Health, Epidemiology and Health Economics, University of Liège, Liège, Belgium
| | - Annelies Boonen
- Department of Health Services Research, Care & Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
- Department of Internal Medicine, Division of Rheumatology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Elaine Dennison
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
| | - Nicholas C Harvey
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - John A Kanis
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, Australia
- Centre for Metabolic Bone Diseases, University of Sheffield, Sheffield, UK
| | - Jean-François Kaux
- Physical and Rehabilitation Medicine and Sport Traumatology Department, University Hospital of Liège, Liège, Belgium
| | - E Michael Lewiecki
- New Mexico Clinical Research & Osteoporosis Center, Albuquerque, NM, USA
| | - Oscar Lopez-Borbon
- Research Institute for Life Sciences (NARILIS), Department of Biomedical Sciences, Faculty of Medicine, University of Namur, Namur, Belgium
| | - Zoé Paskins
- School of Medicine, Keele University, Stoke-On-Trent, UK
- Haywood Academic Rheumatology Centre, Midlands Partnership University NHS Foundation Trust, Stoke-On-Trent, UK
| | - Jean-Yves Reginster
- WHO Collaborating Center for Epidemiology of Musculoskeletal Health and Aging, Division of Public Health, Epidemiology and Health Economics, University of Liège, Liège, Belgium
| | - Stuart Silverman
- Research Institute for Life Sciences (NARILIS), Department of Biomedical Sciences, Faculty of Medicine, University of Namur, Namur, Belgium
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Mickaël Hiligsmann
- Department of Health Services Research, Care & Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
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Desai PM, Harkins S, Rahman S, Kumar S, Hermann A, Joly R, Zhang Y, Pathak J, Kim J, D’Angelo D, Benda NC, Reading Turchioe M. Visualizing machine learning-based predictions of postpartum depression risk for lay audiences. J Am Med Inform Assoc 2024; 31:289-297. [PMID: 37847667 PMCID: PMC10797282 DOI: 10.1093/jamia/ocad198] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 08/15/2023] [Accepted: 09/28/2023] [Indexed: 10/19/2023] Open
Abstract
OBJECTIVES To determine if different formats for conveying machine learning (ML)-derived postpartum depression risks impact patient classification of recommended actions (primary outcome) and intention to seek care, perceived risk, trust, and preferences (secondary outcomes). MATERIALS AND METHODS We recruited English-speaking females of childbearing age (18-45 years) using an online survey platform. We created 2 exposure variables (presentation format and risk severity), each with 4 levels, manipulated within-subject. Presentation formats consisted of text only, numeric only, gradient number line, and segmented number line. For each format viewed, participants answered questions regarding each outcome. RESULTS Five hundred four participants (mean age 31 years) completed the survey. For the risk classification question, performance was high (93%) with no significant differences between presentation formats. There were main effects of risk level (all P < .001) such that participants perceived higher risk, were more likely to agree to treatment, and more trusting in their obstetrics team as the risk level increased, but we found inconsistencies in which presentation format corresponded to the highest perceived risk, trust, or behavioral intention. The gradient number line was the most preferred format (43%). DISCUSSION AND CONCLUSION All formats resulted high accuracy related to the classification outcome (primary), but there were nuanced differences in risk perceptions, behavioral intentions, and trust. Investigators should choose health data visualizations based on the primary goal they want lay audiences to accomplish with the ML risk score.
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Affiliation(s)
- Pooja M Desai
- Department of Biomedical Informatics, Columbia University, New York, NY 10032, United States
| | - Sarah Harkins
- Columbia University School of Nursing, New York, NY 10032, United States
| | - Saanjaana Rahman
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY 10065, United States
| | - Shiveen Kumar
- College of Agriculture and Life Science University, Cornell University, Ithaca, NY 14850, United States
| | - Alison Hermann
- Department of Psychiatry, Weill Cornell Medical College, New York, NY 10065, United States
| | - Rochelle Joly
- Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY 10065, United States
| | - Yiye Zhang
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY 10065, United States
| | - Jyotishman Pathak
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY 10065, United States
| | - Jessica Kim
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY 10065, United States
| | - Deborah D’Angelo
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY 10065, United States
| | - Natalie C Benda
- Columbia University School of Nursing, New York, NY 10032, United States
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Corrao G, Biffi A, Porcu G, Ronco R, Adami G, Alvaro R, Bogini R, Caputi AP, Cianferotti L, Frediani B, Gatti D, Gonnelli S, Iolascon G, Lenzi A, Leone S, Michieli R, Migliaccio S, Nicoletti T, Paoletta M, Pennini A, Piccirilli E, Rossini M, Tarantino U, Brandi ML. Executive summary: Italian guidelines for diagnosis, risk stratification, and care continuity of fragility fractures 2021. Front Endocrinol (Lausanne) 2023; 14:1137671. [PMID: 37143730 PMCID: PMC10151776 DOI: 10.3389/fendo.2023.1137671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 03/27/2023] [Indexed: 05/06/2023] Open
Abstract
Background Fragility fractures are a major public health concern owing to their worrying and growing burden and their onerous burden upon health systems. There is now a substantial body of evidence that individuals who have already suffered a fragility fracture are at a greater risk for further fractures, thus suggesting the potential for secondary prevention in this field. Purpose This guideline aims to provide evidence-based recommendations for recognizing, stratifying the risk, treating, and managing patients with fragility fracture. This is a summary version of the full Italian guideline. Methods The Italian Fragility Fracture Team appointed by the Italian National Health Institute was employed from January 2020 to February 2021 to (i) identify previously published systematic reviews and guidelines on the field, (ii) formulate relevant clinical questions, (iii) systematically review literature and summarize evidence, (iv) draft the Evidence to Decision Framework, and (v) formulate recommendations. Results Overall, 351 original papers were included in our systematic review to answer six clinical questions. Recommendations were categorized into issues concerning (i) frailty recognition as the cause of bone fracture, (ii) (re)fracture risk assessment, for prioritizing interventions, and (iii) treatment and management of patients experiencing fragility fractures. Six recommendations were overall developed, of which one, four, and one were of high, moderate, and low quality, respectively. Conclusions The current guidelines provide guidance to support individualized management of patients experiencing non-traumatic bone fracture to benefit from secondary prevention of (re)fracture. Although our recommendations are based on the best available evidence, questionable quality evidence is still available for some relevant clinical questions, so future research has the potential to reduce uncertainty about the effects of intervention and the reasons for doing so at a reasonable cost.
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Affiliation(s)
- Giovanni Corrao
- National Centre for Healthcare Research and Pharmacoepidemiology, Laboratory of the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Unit of Biostatistics, Epidemiology, and Public Health, University of Milano-Bicocca, Milan, Italy
- *Correspondence: Giovanni Corrao, ; Maria Luisa Brandi,
| | - Annalisa Biffi
- National Centre for Healthcare Research and Pharmacoepidemiology, Laboratory of the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Unit of Biostatistics, Epidemiology, and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Gloria Porcu
- National Centre for Healthcare Research and Pharmacoepidemiology, Laboratory of the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Unit of Biostatistics, Epidemiology, and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Raffaella Ronco
- National Centre for Healthcare Research and Pharmacoepidemiology, Laboratory of the University of Milano-Bicocca, Milan, Italy
- Department of Statistics and Quantitative Methods, Unit of Biostatistics, Epidemiology, and Public Health, University of Milano-Bicocca, Milan, Italy
| | | | - Rosaria Alvaro
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | | | | | - Luisella Cianferotti
- Italian Bone Disease Research Foundation, Fondazione Italiana Ricerca sulle Malattie dell’Osso (FIRMO), Florence, Italy
| | - Bruno Frediani
- Department of Medicine, Surgery and Neurosciences, Rheumatology Unit, University of Siena, Azienda Ospedaliero-Universitaria Senese, Siena, Italy
| | - Davide Gatti
- Rheumatology Unit, University of Verona, Verona, Italy
| | - Stefano Gonnelli
- Department of Medicine, Surgery and Neuroscience, Policlinico Le Scotte, University of Siena, Siena, Italy
| | - Giovanni Iolascon
- Department of Medical and Surgical Specialties and Dentistry, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Andrea Lenzi
- Department of Experimental Medicine, Sapienza University of Rome, Viale del Policlinico, Rome, Italy
| | - Salvatore Leone
- AMICI Onlus, Associazione Nazionale per le Malattie Infiammatorie Croniche dell’Intestino, Milan, Italy
| | - Raffaella Michieli
- Italian Society of General Medicine and Primary Care Società Italiana di Medicina Generale e delle cure primarie (SIMG), Florence, Italy
| | - Silvia Migliaccio
- Department of Movement, Human and Health Sciences, Foro Italico University, Rome, Italy
| | - Tiziana Nicoletti
- CnAMC, Coordinamento nazionale delle Associazioni dei Malati Cronici e rari di Cittadinanzattiva, Rome, Italy
| | - Marco Paoletta
- Department of Medical and Surgical Specialties and Dentistry, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Annalisa Pennini
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Eleonora Piccirilli
- Department of Clinical Sciences and Translational Medicine, University of Rome “Tor Vergata”, Rome, Italy
- Department of Orthopedics and Traumatology, “Policlinico Tor Vergata” Foundation, Rome, Italy
| | | | - Umberto Tarantino
- Department of Clinical Sciences and Translational Medicine, University of Rome “Tor Vergata”, Rome, Italy
- Department of Orthopedics and Traumatology, “Policlinico Tor Vergata” Foundation, Rome, Italy
| | - Maria Luisa Brandi
- Italian Bone Disease Research Foundation, Fondazione Italiana Ricerca sulle Malattie dell’Osso (FIRMO), Florence, Italy
- *Correspondence: Giovanni Corrao, ; Maria Luisa Brandi,
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Beaudart C, Hiligsmann M, Li N, Lewiecki EM, Silverman S. Effective communication regarding risk of fracture for individuals at risk of fragility fracture: a scoping review. Osteoporos Int 2022; 33:13-26. [PMID: 34559256 PMCID: PMC8758611 DOI: 10.1007/s00198-021-06151-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 09/03/2021] [Indexed: 12/28/2022]
Abstract
Two scoping reviews were conducted to review recommendations and guidelines for communication regarding general health risk, and to investigate communication strategies regarding risk of fracture. Healthcare professionals are invited to apply these recommendations to optimize a patient-centered approach to reducing risk of fracture. INTRODUCTION To conduct a scoping review of the medical literature regarding recommendations and tools for effective communication between healthcare professionals and patients regarding general health risk and risk of fracture. METHODS The scoping review was divided into two parts to search for (1) studies presenting recommendations and guidelines for communication regarding general health risk; (2) studies investigating communication regarding risk of fracture for individuals at risk for fractures. Medline was searched in April 2020 to identify relevant studies. RESULTS The scoping review included 43 studies on communication with regard to general health risk and 25 studies about communication regarding risk of fracture. Recommendations for effective communication with regard to risk are presented. Communication of numeric data on risk should be adapted to the literacy and numeracy levels of the individual patient. Patient understanding of numerical data can be enhanced with appropriate use of visual aids (e.g., pie charts, icon arrays, bar charts, pictograms). The FRAX® tool is the most recommended and most used tool for assessing risk of fracture. Communication sent as individualized letters to patients following DXA scans has been studied, although patient understanding of their risk of fracture is often reported as low using this technique. Use of visual aids may improve patient understanding. CONCLUSION Healthcare professionals are encouraged to apply recommendations presented in this scoping review in their clinical practice. Patient understanding of risk of fracture should be confirmed by making sure that patients feel free to ask questions and express their concerns. This will contribute to an optimal patient-centered approach. Developing online tools to convert the probability of fracture into patient-friendly visual presentations could facilitate communication between healthcare professionals and patients about risk of fracture.
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Affiliation(s)
- Charlotte Beaudart
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands.
| | - Mickael Hiligsmann
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Nannan Li
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | | | - Stuart Silverman
- New Mexico Clinical Research & Osteoporosis Center, Albuquerque, NM, USA
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Hall SF, Wright NC, Wolinsky FD, Lou Y, Edmonds S, Roblin D, Jones M, Saag K, Cram P. The prevalence of overtreatment of osteoporosis: results from the PAADRN trial. Arch Osteoporos 2018; 13:103. [PMID: 30267162 DOI: 10.1007/s11657-018-0517-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Accepted: 09/16/2018] [Indexed: 02/03/2023]
Abstract
Overtreatment of osteoporosis increases costs and puts patients at unnecessary risk of experiencing adverse drug events. In the Patient Activation After DXA Receipt Notification (PAADRN) trial, we found that 8% of individuals with no indication for therapy were recommended a new osteoporosis medication or continuation of an existing medication. PURPOSE There is a robust body of literature addressing undertreatment in osteoporosis, but limited data addressing overtreatment. Understanding overtreatment is important to minimize harm and decrease costs. METHODS One of the pre-specified post hoc analyses of the PAADRN trial, a randomized, controlled, pragmatic clinical trial, was to quantify and identify risk factors associated with osteoporosis overtreatment. PAADRN included patients ≥ 50 years of age presenting for bone density testing between February, 2012, and August, 2014, at three US healthcare systems. We assessed 20,397 patients for eligibility and randomized 7749. Intervention patients received a tailored letter containing their dual-energy X-ray absorptiometry (DXA) results and an educational osteoporosis brochure. Control patients received usual care. Using the National Osteoporosis Foundation treatment guidelines, we defined overtreatment as the receipt of osteoporosis pharmacotherapy 12 weeks after DXA when treatment was not indicated. We evaluated the relationship between the following baseline variables-sex, race/ethnicity, educational attainment, and differences across health systems-and overtreatment using a series of multivariable logistic regression models. RESULTS Among 3602 patients with no apparent indication for osteoporosis treatment, 292 (8.1%; 95% CI, 7.22 to 9.00%) received a new prescription for osteoporosis pharmacotherapy or were instructed to continue an existing medication (presumed overtreatment). Presumed overtreatment was more common among participants with prior DXA history, those who reported a history of osteoporosis or low bone mass, and those referred for testing by family medicine providers. CONCLUSION In our sample of older adults, overuse of osteoporosis pharmacotherapy was only 8.1%. Nevertheless, overtreatment exposes patients to possible risk with negligible chance of benefit and should be minimized. TRIAL REGISTRATION clinicaltrials.gov identifier: NCT01507662.
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Affiliation(s)
- Sylvie F Hall
- Department of Pharmacy, Cleveland Clinic, 9500 Euclid Ave JJN1-200, Cleveland, OH, 44195, USA.
| | - Nicole C Wright
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Fredric D Wolinsky
- Division of General Internal Medicine, Department of Internal Medicine, College of Medicine, University of Iowa Carver, Iowa City, IA, USA
- Department of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, IA, USA
- College of Nursing, University of Iowa, Iowa City, IA, USA
| | - Yiyue Lou
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Stephanie Edmonds
- Division of General Internal Medicine, Department of Internal Medicine, College of Medicine, University of Iowa Carver, Iowa City, IA, USA
- College of Nursing, University of Iowa, Iowa City, IA, USA
| | - Douglas Roblin
- Kaiser Permanente, Atlanta, GA, USA
- School of Public Health, Georgia State University, Atlanta, GA, USA
| | - Michael Jones
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Kenneth Saag
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Peter Cram
- Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of General Internal Medicine and Geriatrics, Mt. Sinai and UHN Hospitals, Toronto, Canada
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7
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Roblin DW, Cram P, Lou Y, Edmonds SW, Hall SF, Jones MP, Saag KG, Wright NC, Wolinsky FD. Diet and exercise changes following bone densitometry in the Patient Activation After DXA Result Notification (PAADRN) study. Arch Osteoporos 2018; 13:4. [PMID: 29307094 PMCID: PMC7409367 DOI: 10.1007/s11657-017-0402-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 11/13/2017] [Indexed: 02/03/2023]
Abstract
UNLABELLED Calcium and vitamin D intake and exercise are suboptimal among older adults. Following bone densitometry, a letter communicating individualized fracture risk accompanied by an educational brochure improved participants' lifestyle-but no more than existing communication strategies-over 52 weeks. Simple communication strategies are insufficient for achieving optimal levels of bone health behaviors. PURPOSE The Patient Activation After DXA Result Notification (PAADRN) study was designed to evaluate whether a letter with individualized fracture risk and an educational brochure mailed to patients soon after their DXA might improve bone health behaviors (daily calcium intake, vitamin D supplementation, and weekly exercise sessions) compared to slower, less individualized communication characterizing usual care. METHODS Participants ≥ 50 years were recruited, at three sites, following their DXA and randomized with 1:1 allocation to intervention and control (usual care only) groups. Data were collected at enrollment interview and by phone survey at 12 and 52 weeks thereafter. Intention-to-treat analyses were conducted on 7749 of the 20,397 eligible participants who enrolled. Changes in bone health behaviors were compared within and between study groups. Average treatment effects and heterogeneity of treatment effects were estimated with multivariable linear and logistic regression models. RESULTS In unadjusted analyses, calcium intake, vitamin D supplementation, and weekly exercise sessions increased significantly over 52 weeks within both the intervention and control groups (all p < 0.001). In unadjusted analyses and multivariable models, increases in each behavior did not significantly differ between the intervention and control groups. Intervention group participants with a > 20% 10-year fracture risk at enrollment did, however, have a significantly greater increase in calcium intake compared to other study participants (p = 0.031). CONCLUSIONS Bone health behaviors improved, on average, over 52 weeks among all participants following a DXA. Receipt of the PAADRN letter and educational brochure did not directly improve bone health behaviors compared to usual care. TRIAL REGISTRATION The Patient Activation after DXA Result Notification (PAADRN) Study is registered at ClinicalTrials.Gov: NCT01507662, https://clinicaltrials.gov/ct2/show/NCT01507662.
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Affiliation(s)
- Douglas W. Roblin
- Mid-Atlantic Permanente Research Institute, 2101 East Jefferson St., 3 West, Rockville, MD 20852, USA,Center for Clinical and Outcomes Research, Kaiser Permanente, Atlanta, GA, USA
| | - Peter Cram
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA,Faculty of Medicine, University of Toronto, Toronto, Canada,Division of General Internal Medicine and Geriatrics, Mt. Sinai/UHN Hospitals, Toronto, Canada
| | - Yiyue Lou
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA, USA
| | - Stephanie W. Edmonds
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA,College of Nursing, University of Iowa, Iowa City, IA, USA
| | - Sylvie F. Hall
- College of Nursing, University of Iowa, Iowa City, IA, USA
| | - Michael P. Jones
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA, USA
| | - Kenneth G. Saag
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nicole C. Wright
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA,Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Fredric D. Wolinsky
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA,College of Nursing, University of Iowa, Iowa City, IA, USA,Department of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, IA, USA
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Wolinsky FD, Lou Y, Edmonds SW, Hall SF, Jones MP, Wright NC, Saag KG, Cram P, Roblin DW. Activating Patients With a Tailored Bone Density Test Results Letter and Educational Brochure: the PAADRN Randomized Controlled Trial. J Clin Densitom 2017; 20:464-471. [PMID: 27647261 PMCID: PMC5354993 DOI: 10.1016/j.jocd.2016.08.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Accepted: 08/23/2016] [Indexed: 11/25/2022]
Abstract
In cross-sectional studies, patient activation has been associated with better health behaviors, health outcomes, and health-care experiences. Moreover, tailored interventions have led to clinically meaningful improvements in patient activation, as well as health outcomes over time. We tested whether a tailored patient-activation letter communicating bone mineral density (BMD) test results plus an educational brochure improved patient activation scores and levels at 12 and 52 wk post-baseline as the mechanism leading to enhanced bone healthcare. In a randomized, controlled, double-blinded, multicenter pragmatic clinical trial, we randomized 7749 patients ≥50 yr old and presenting for BMD testing at 3 medical centers in the United States between February 2012 and August 2014. The outcome measures were patient activation scores and levels based on 6 items taken from the Patient Activation Measure (PAM) that were administered at the baseline, 12-wk, and 52-wk follow-up interviews. Mean age was 66.6 yr, 83.8% were women, and 75.3% were Non-Hispanic-Whites. Overall, PAM activation scores improved from 58.1 at baseline to 76.4 by 12 wk (p < 0.001) and to 77.2 (p = 0.002) by 52 wk post-baseline. These improvements, however, were not significantly different between the intervention and usual care groups (18.7 vs 18.1, p = 0.176, at 12 wk) in intention-to-treat analyses. PAM activation scores and levels substantially improved at 12 wk and 52 wk, but no differences were observed in these improvements between the intervention and usual care groups. These null findings may have occurred because the tailoring focused on the patient's BMD and fracture risk results, rather than on the patient's BMD and fracture risk results as well as the patient's baseline PAM activation scores or levels.
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Affiliation(s)
- Fredric D Wolinsky
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, IA, USA; Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA; University of Iowa College of Nursing, Iowa City, IA, USA.
| | - Yiyue Lou
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA, USA
| | - Stephanie W Edmonds
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA; University of Iowa College of Nursing, Iowa City, IA, USA
| | - Sylvie F Hall
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Michael P Jones
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA, USA
| | - Nicole C Wright
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA; Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Kenneth G Saag
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Peter Cram
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA; Department of Medicine, University of Toronto, Toronto, Canada; Division of General Internal Medicine, Mt. Sinai/UHN Hospitals, Toronto, Canada
| | - Douglas W Roblin
- Kaiser Permanente of Georgia, Atlanta, GA, USA; School of Public Health, Georgia State University, Atlanta, GA, USA
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Roblin DW, Zelman D, Plummer S, Robinson BE, Lou Y, Edmonds SW, Wolinsky FD, Saag KG, Cram P. Evaluation of a "Just-in-Time" Nurse Consultation on Bone Health: A Pilot Randomized Controlled Trial. Perm J 2017; 21:16-112. [PMID: 28746019 DOI: 10.7812/tpp/16-112] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
CONTEXT Evidence is inconclusive whether a nurse consultation can improve osteoporosis-related patient outcomes. OBJECTIVE To evaluate whether a nurse consultation immediately after dual-energy x-ray absorptiometry (DXA) produced better osteoporosis-related outcomes than a simple intervention to activate adults in good bone health practices or usual care. DESIGN Pilot randomized controlled trial, conducted within the larger Patient Activation After DXA Result Notification (PAADRN) trial (NCT01507662). After DXA, consenting adults age 50 years or older were randomly assigned to 3 groups: nurse consultation, PAADRN intervention (mailed letter with individualized fracture risk and an educational brochure), or usual care (control). Nurse consultation included reviewing DXA results, counseling on bone health, and ordering needed follow-up tests or physician referrals. MAIN OUTCOME MEASURES Change from baseline to 52 weeks in participant-reported osteoporosis-related pharmacotherapy, lifestyle, activation and self-efficacy, and osteoporosis care satisfaction. RESULTS Nurse consultation participants (n = 104) reported 52-week improvements in strengthening and weight-bearing exercise (p = 0.09), calcium intake (p < 0.01), osteoporosis knowledge (p = 0.04), activation (p < 0.01), dietary self-efficacy (p = 0.06), and osteoporosis care satisfaction (p < 0.01). Compared with PAADRN intervention participants (n = 39), nurse consultation participants had improved dietary self-efficacy (p = 0.07) and osteoporosis care satisfaction (p = 0.05). No significant improvements in osteoporosis-related outcomes were achieved vs PAADRN controls (n = 70). CONCLUSION "Just-in-time" nurse consultation yielded a few improvements over 52 weeks in osteoporosis-related outcomes; however, most changes were not different from those obtained through the lower-cost PAADRN intervention or usual care.
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Affiliation(s)
- Douglas W Roblin
- Professor of Health Management and Policy at Georgia State University School of Public Health and a Consulting Senior Research Scientist at the Center for Clinical and Outcomes Research in Atlanta.
| | - David Zelman
- At the time of this study was a Rheumatologist with The Southeast Permanente Medical Group, Inc, in Atlanta, GA.
| | - Sally Plummer
- At the time of this study was a Consulting Nurse Educator at the Center for Clinical and Outcomes Research in Atlanta, GA.
| | - Brandi E Robinson
- Senior Project Manager at the Center for Clinical and Outcomes Research in Atlanta, GA.
| | - Yiyue Lou
- Biostatistician in the College of Public Health at the University of Iowa in Iowa City.
| | - Stephanie W Edmonds
- Graduate Research Assistant in Internal Medicine and a Doctoral Candidate in the College of Nursing at the University of Iowa in Iowa City.
| | - Fredric D Wolinsky
- The John W Colloton Chair in the College of Public Health at the University of Iowa in Iowa City.
| | - Kenneth G Saag
- Professor of Medicine in the Division of Clinical Immunology and Rheumatology at the University of Alabama at Birmingham.
| | - Peter Cram
- Professor of Internal Medicine in the Division of General Internal Medicine at the University of Toronto and the Director of General Internal Medicine at the University Health Network and Mount Sinai Hospital in Ontario, Canada.
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Hall SF, Edmonds SW, Lou Y, Cram P, Roblin DW, Saag KG, Wright NC, Jones MP, Wolinsky FD. Patient-reported reasons for nonadherence to recommended osteoporosis pharmacotherapy. J Am Pharm Assoc (2003) 2017; 57:503-509. [PMID: 28602783 PMCID: PMC5515491 DOI: 10.1016/j.japh.2017.05.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2016] [Revised: 04/27/2017] [Accepted: 05/03/2017] [Indexed: 10/19/2022]
Abstract
OBJECTIVES As many as one-half of patients recommended for osteoporosis pharmacotherapy do not take their medications. To identify intervention targets, we examined patient characteristics associated with nonadherence to recommended pharmacotherapy and their reasons for nonadherence. METHODS Data come from the Patient Activation after DXA Result Notification (PAADRN) study, a randomized controlled trial of 7749 patients aged 50 years or older presenting for dual-energy X-ray absorptiometry (DXA) at 3 health centers in the United States. We focused on the 790 patients who reported receiving a recommendation for new pharmacotherapy at baseline. Using Pearson chi-squared tests for categorical variables, 2-sample t tests for continuous variables, and multivariable multinomial logistic regression, we compared those who reported starting the recommended medication (adherers) with temporary nonadherers and nonadherers on demographics, health habits, DXA impression, 10-year probability of fracture using the assessment tool, and osteoporosis knowledge, and we examined their stated reasons for nonadherence. RESULTS Mean age was 66.8 years (SD = 8.9); 87.2% were women, and 84.2% were white. One-fourth of patients (24.8%) reported that they did not start their recommended pharmacotherapy. In the unadjusted analyses, the only factor significantly associated with nonadherence was osteoporosis knowledge, with those having better knowledge being less likely to take their medications (P < 0.05). The most common reasons for nonadherence were fear of adverse effects (53.3%), a dislike of taking medicine (25.3%), and the belief that the medication would not help their condition (16.7%). CONCLUSION One in 4 patients recommended for osteoporosis pharmacotherapy declined treatment because they feared potential adverse effects, did not like taking medicine, or believed that the medication would not help their condition. Improved patient counseling on the potential adverse effects of osteoporosis treatment and the risk-benefit ratio for these medications may increase adherence.
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Cram P, Saag KG, Lou Y, Edmonds SW, Hall SF, Roblin DW, Wright NC, Jones MP, Wolinsky FD. Racial Differences and Disparities in Osteoporosis-related Bone Health: Results From the PAADRN Randomized Controlled Trial. Med Care 2017; 55:561-568. [PMID: 28288074 PMCID: PMC5432397 DOI: 10.1097/mlr.0000000000000718] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Determining whether observed differences in health care can be called disparities requires persistence of differences after adjustment for relevant patient, provider, and health system factors. We examined whether providing dual-energy x-ray absorptiometry (DXA) test results directly to patients might reduce or eliminate racial differences in osteoporosis-related health care. DESIGN, SUBJECTS, AND MEASURES We analyzed data from 3484 white and 1041 black women who underwent DXA testing at 2 health systems participating in the Patient Activation after DXA Result Notification (PAADRN) pragmatic clinical trial (ClinicalTrials.gov NCT-01507662) between February 2012 and August 2014. We examined 7 outcomes related to bone health at 12 weeks and 52 weeks post-DXA: (1) whether the patient correctly identified their DXA baseline results; (2) whether the patient was on guideline-concordant osteoporosis pharmacotherapy; (3) osteoporosis-related satisfaction; (4) osteoporosis knowledge; (5 and 6) osteoporosis self-efficacy for exercise and for diet; and (7) patient activation. We examined whether unadjusted differences in outcomes between whites and blacks persisted after adjusting for patient, provider, and health system factors. RESULTS Mean age was 66.5 years and 29% were black. At baseline black women had less education, poorer health status, and were less likely to report a history of osteoporosis (P<0.001 for all). In unadjusted analyses black women were less likely to correctly identify their actual DXA results, more likely to be on guideline-concordant therapy, and had similar patient activation. After adjustment for patient demographics, baseline health status and other factors, black women were still less likely to know their actual DXA result and less likely to be on guideline-concordant therapy, but black women had greater patient activation. CONCLUSIONS Adjustment for patient and provider level factors can change how racial differences are viewed, unmasking new disparities, and providing explanations for others.
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Affiliation(s)
- Peter Cram
- Department of Medicine, University of Toronto, Toronto, Canada
- Division of General Internal Medicine and Geriatrics, Mt. Sinai/UHN Hospitals, Toronto, Canada
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Kenneth G. Saag
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL
| | - Yiyue Lou
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA
| | - Stephanie W. Edmonds
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, IA
- University of Iowa College of Nursing, Iowa City, IA
- CADRE, Iowa City VA Healthcare System, Iowa City, IA
| | - Sylvie F. Hall
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, IA
| | - Douglas W. Roblin
- Kaiser Permanente, Atlanta, GA
- School of Public Health, Georgia State University, Atlanta, GA
| | - Nicole C. Wright
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
| | - Michael P. Jones
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA
| | - Fredric D. Wolinsky
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, IA
- University of Iowa College of Nursing, Iowa City, IA
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Danila MI, Outman RC, Rahn EJ, Mudano AS, Thomas TF, Redden DT, Allison JJ, Anderson FA, Anderson JP, Cram PM, Curtis JR, Fraenkel L, Greenspan SL, LaCroix AZ, Majumdar SR, Miller MJ, Nieves JW, Safford MM, Silverman SL, Siris ES, Solomon DH, Warriner AH, Watts NB, Yood RA, Saag KG. A multi-modal intervention for Activating Patients at Risk for Osteoporosis (APROPOS): Rationale, design, and uptake of online study intervention material. Contemp Clin Trials Commun 2016; 4:14-24. [PMID: 27453960 PMCID: PMC4955389 DOI: 10.1016/j.conctc.2016.06.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 06/09/2016] [Accepted: 06/22/2016] [Indexed: 02/04/2023] Open
Abstract
OBJECTIVE To develop an innovative and effective educational intervention to inform patients about the need for osteoporosis treatment and to determine factors associated with its online uptake. METHODS Postmenopausal women with a prior fracture and not currently using osteoporosis therapy were eligible to be included in the Activating Patients at Risk for OsteoPOroSis (APROPOS). Four nominal groups with a total of 18 racially/ethnically diverse women identified osteoporosis treatment barriers. We used the Information, Motivation, Behavior Skills conceptual model to develop a direct-to-patient intervention to mitigate potentially modifiable barriers to osteoporosis therapy. The intervention included videos tailored by participants' race/ethnicity and their survey responses: ranked barriers to osteoporosis treatment, deduced barriers to treatment, readiness to behavior change, and osteoporosis treatment history. Videos consisted of "storytelling" narratives, based on osteoporosis patient experiences and portrayed by actresses of patient-identified race/ethnicity. We also delivered personalized brief phone calls followed by an interactive voice-response phone messages aimed to promote uptake of the videos. RESULTS To address the factors associated with online intervention uptake, we focused on participants assigned to the intervention arm (n = 1342). These participants were 92.9% Caucasian, with a mean (SD) age 74.9 (8.0) years and the majority (77.7%) had some college education. Preference for natural treatments was the barrier ranked #1 by most (n = 130; 27%), while concern about osteonecrosis of the jaw was the most frequently reported barrier (at any level; n = 322; 67%). Overall, 28.1% (n = 377) of participants in the intervention group accessed the videos online. After adjusting for relevant covariates, the participants who provided an email address had 6.07 (95% CI 4.53-8.14) higher adjusted odds of accessing their online videos compared to those who did not. CONCLUSION We developed and implemented a novel tailored multi-modal intervention to improve initiation of osteoporosis therapy. An email address provided on the survey was the most important factor independently associated with accessing the intervention online. The design and uptake of this intervention may have implications for future studies in osteoporosis or other chronic diseases.
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Affiliation(s)
| | - Ryan C. Outman
- University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Amy S. Mudano
- University of Alabama at Birmingham, Birmingham, AL, USA
| | | | | | - Jeroan J. Allison
- University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Fred A. Anderson
- University of Massachusetts Medical School, Worcester, MA 01655, USA
| | | | | | | | | | | | - Andrea Z. LaCroix
- Group Health Cooperative, Seattle, WA 98112, USA
- University of California San Diego, La Jolla, CA 92093, USA
| | | | - Michael J. Miller
- The University of Oklahoma Health Sciences Center, Tulsa, OK 74135, USA
| | | | - Monika M. Safford
- University of Alabama at Birmingham, Birmingham, AL, USA
- Weill Cornell Medical Center, New York, NY 10065, USA
| | | | - Ethel S. Siris
- Columbia University Medical Center, New York, NY 10032, USA
| | | | | | - Nelson B. Watts
- Mercy Health Osteoporosis and Bone Health Services, Cincinnati, OH 45236, USA
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13
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Cram P, Wolinsky FD, Lou Y, Edmonds SW, Hall SF, Roblin DW, Wright NC, Jones MP, Saag KG. Patient-activation and guideline-concordant pharmacological treatment after bone density testing: the PAADRN randomized controlled trial. Osteoporos Int 2016; 27:3513-3524. [PMID: 27363400 PMCID: PMC5572571 DOI: 10.1007/s00198-016-3681-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 06/19/2016] [Indexed: 10/21/2022]
Abstract
Patients often do not know or understand their bone density test results, and pharmacological treatment rates are low. In a clinical trial of 7749 patients, we used a tailored patient-activation result letter accompanied by a bone health brochure to improve appropriate pharmacological treatment. Treatment rates, however, did not improve. INTRODUCTION Patients often do not know or understand their dual-energy x-ray absorptiometry (DXA) test results, which may lead to suboptimal care. We tested whether usual care augmented by a tailored patient-activation DXA result letter accompanied by an educational brochure would improve guideline-concordant pharmacological treatment compared to usual care only. METHODS We conducted a randomized, controlled, double-blinded, pragmatic clinical trial at three health care centers in the USA. We randomized 7749 patients ≥50 years old and presenting for DXA between February 2012 and August 2014. The primary clinical endpoint at 12 and 52 weeks post-DXA was receiving guideline-concordant pharmacological treatment. We also examined four of the steps along the pathway from DXA testing to that clinical endpoint, including (1) receiving and (2) understanding their DXA results and (3) having subsequent contact with their provider and (4) discussing their results and options. RESULTS Mean age was 66.6 years, 83.8 % were women, and 75.3 % were non-Hispanic whites. Intention-to-treat analyses revealed that guideline-concordant pharmacological treatment was not improved at either 12 weeks (65.1 vs. 64.3 %, p = 0.506) or 52 weeks (65.2 vs. 63.8 %, p = 0.250) post-DXA, even though patients in the intervention group were more likely (all p < 0.001) to recall receiving their DXA results letter at 12 weeks, correctly identify their results at 12 and 52 weeks, have contact with their provider at 52 weeks, and have discussed their results with their provider at 12 and 52 weeks. CONCLUSION A tailored DXA result letter and educational brochure failed to improve guideline-concordant care in patients who received DXA.
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Affiliation(s)
- P Cram
- Department of Medicine, University of Toronto, Toronto, Canada
- Division of General Internal Medicine, Mt. Sinai/UHN Hospitals, Toronto, Canada
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - F D Wolinsky
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA.
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, IA, USA.
- University of Iowa College of Nursing, Iowa City, IA, USA.
- The University of Iowa, 145 North Riverside Drive, CPHB N211, Iowa City, IA, 52242, USA.
| | - Y Lou
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA, USA
| | - S W Edmonds
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA
- University of Iowa College of Nursing, Iowa City, IA, USA
| | - S F Hall
- Division of General Internal Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - D W Roblin
- Kaiser Permanente, Atlanta, GA, 30305, USA
- School of Public Health, Georgia State University, Atlanta, GA, USA
| | - N C Wright
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - M P Jones
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA, USA
| | - K G Saag
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
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Edmonds SW, Cram P, Lou Y, Jones MP, Roblin DW, Saag KG, Wright NC, Wolinsky FD. Effects of a DXA result letter on satisfaction, quality of life, and osteoporosis knowledge: a randomized controlled trial. BMC Musculoskelet Disord 2016; 17:369. [PMID: 27562713 PMCID: PMC5000520 DOI: 10.1186/s12891-016-1227-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Accepted: 08/18/2016] [Indexed: 11/10/2022] Open
Abstract
Background Undiagnosed, or diagnosed and untreated osteoporosis (OP) increases the likelihood that falls result in hip fractures, decreased quality of life (QOL), and significant medical expenditures among older adults. We tested whether a tailored dual energy x-ray absorptiometry (DXA) test result letter and an accompanying educational bone-health brochure affected patient satisfaction, QOL, or OP knowledge. Methods The Patient Activation after DXA Result Notification (PAADRN) study was a double-blinded, pragmatic, randomized trial which enrolled patients from 2012 to 2014. We randomized 7,749 patients presenting for DXA at three health care institutions in the United States who were ≥ 50 years old and able to understand English. Intervention patients received a tailored letter four weeks after DXA containing their results, 10-year fracture risk, and a bone-health educational brochure. Control patients received the results of their DXA per the usual practices of their providers and institutions. Satisfaction with bone health care, QOL, and OP knowledge were assessed at baseline and 12- and 52-weeks after DXA. Intention-to-treat analyses used multiple imputation for missing data and random effects regression models to adjust for clustering within providers and covariates. Results At 12-weeks 6,728 (86.8 %) and at 52-weeks 6,103 participants (78.8 %) completed their follow-up interviews. The intervention group was more satisfied with their bone health care compared to the usual care group at both their 12- and 52-week follow-ups (standardized effect size = 0.28 at 12-weeks and 0.17 at 52-weeks, p < 0.001). There were no differences between the intervention and usual care groups in QOL or OP knowledge at either time point. Conclusions A tailored DXA result letter and bone-health educational brochure sent to patients improved patient satisfaction with bone-related health care. Trial registration Clinical Trials.gov Identifier: NCT01507662 First received: December 8, 2011.
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Affiliation(s)
- Stephanie W Edmonds
- Carver College of Medicine, Department of Internal Medicine, University of Iowa, 5231 Westlawn, IA 52242, Iowa City, IA, USA. .,College of Nursing, University of Iowa, Iowa City, IA, USA.
| | - Peter Cram
- Department of Medicine, University of Toronto Division of General Internal Medicine, Toronto, ON, Canada.,University Health Network and Mount Sinai Hospital, Toronto, ON, Canada
| | - Yiyue Lou
- College of Public Health, Department of Biostatistics, University of Iowa, Iowa City, IA, USA
| | - Michael P Jones
- College of Public Health, Department of Biostatistics, University of Iowa, Iowa City, IA, USA.,Iowa City Veterans Affairs Health System, Iowa City, IA, USA
| | - Douglas W Roblin
- Kaiser Permanente, Atlanta, GA, USA.,School of Public Health, Department of Health Management and Policy, Georgia State University, Atlanta, GA, USA
| | - Kenneth G Saag
- Department of Internal Medicine, Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nicole C Wright
- School of Public Health, Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Fredric D Wolinsky
- Carver College of Medicine, Department of Internal Medicine, University of Iowa, 5231 Westlawn, IA 52242, Iowa City, IA, USA.,College of Nursing, University of Iowa, Iowa City, IA, USA.,College of Public Health, Department of Health Management and Policy, University of Iowa, Iowa, IA, USA
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Weinreb NJ, Finegold DN, Feingold E, Zeng Z, Rosenbloom BE, Shankar SP, Amato D. Evaluation of disease burden and response to treatment in adults with type 1 Gaucher disease using a validated disease severity scoring system (DS3). Orphanet J Rare Dis 2015; 10:64. [PMID: 25994334 PMCID: PMC4471923 DOI: 10.1186/s13023-015-0280-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Accepted: 04/30/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND GD1-DS3 is an integrated assessment of type 1 Gaucher disease (GD1) burden based on bone, hematologic and visceral domains. We investigated this disease severity scoring system (DS3) methodology for initial assessment, long-term follow-up and evaluation of treatment responses. METHODS We enrolled 133 treated adult GD1 patients. Baseline DS3 scores were calculated near the initial treatment date and patients stratified by severity as marked (DS3 6.00-19.00), moderate (DS3 3.00-5.99), mild (DS3 < 3.00). Follow-up scores were calculated annually. Minimal clinically important improvement (MCII), is defined as ΔDS3 of -3.1. RESULTS PATIENT CHARACTERISTICS N370S was the most common allele (118 patients had at least one), 52 were N370S/N370S (48/52 were Ashkenazi Jews), N370S/L444P was the most common genotype among non-Jews. Median age of treatment: 45 years; median follow-up: 14 years. Baseline DS3 scores: Patients with marked disease (N = 58; median 7.84) were least likely to be N370S homozygous (19 %) and most likely to have had splenectomy (53 %), early age at diagnosis (median 18 years) and major pre-treatment bone pathology (76 %). Among patients with moderate disease (N = 53; median 4.33), 49 % were N370S/N370S, 15.1 % had splenectomy and 17 % had major bone disease. Median age at diagnosis: 32 years. No patient with mild disease (N = 22; median 2.4) had splenectomy or major skeletal disease. Median age at diagnosis: 40 years. 68 % were N370S homozygous. Response to treatment: Health-state transitions occurred primarily during the early treatment years. At Year 5, among 48 evaluable patients with marked baseline disease, eight were unchanged in severity status whereas 40 had MCII of varying degrees with 11 scored as mild. Among 42 evaluable moderate patients, none worsened, 16 remained moderate and 26 improved to mild. Among 16 evaluable mild patients, 14 remained so and 2 had DS3 scores in the low moderate range. CONCLUSIONS DS3 is effective for assessing disease burden in GD1 and for monitoring response. ERT was associated with MCII in DS3 scores in patients with high severity. Nevertheless, despite better DS3 scores with treatment, GD1 patients especially those with splenectomy and pre-treatment bone pathology, continued to have bone complications.
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Affiliation(s)
- Neal J Weinreb
- University Research Foundation for Lysosomal Storage Diseases Inc., 7367 Wexford Terrace, Boca Raton, FL, USA.
| | - David N Finegold
- Childrens Hospital of Pittsburgh, One Children's Hospital Drive, 4401 Penn Avenue, Pittsburgh, PA, 15224, USA.
| | - Eleanor Feingold
- University of Pittsburgh, 623 Parran Hall, 130 DeSoto Street, Pittsburgh, PA, 15261, USA.
| | - Zhen Zeng
- University of Pittsburgh, 623 Parran Hall, 130 DeSoto Street, Pittsburgh, PA, 15261, USA.
| | - Barry E Rosenbloom
- Tower Cancer Research Foundation, 9090 Wilshire Blvd., Suite 350, Beverly Hills, CA, 90211, USA.
| | - Suma P Shankar
- Emory University School of Medicine, 2165 North Decatur Rd, Atlanta, GA, 30033, USA.
| | - Dominick Amato
- Mount Sinai Hospital, 600 University Avenue, Toronto, ON, M5G 1X5, Canada.
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