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Deng H, Abouzeid CA, Shepler LJ, Ni P, Slavin MD, Barron DS, Herrera-Escobar JP, Kazis LE, Ryan CM, Schneider JC. Moderation Effects of Daily Behavior on Associations Between Symptoms and Social Participation Outcomes After Burn Injury: A 6-Month Digital Phenotyping Study. Arch Phys Med Rehabil 2024; 105:1700-1708. [PMID: 38754720 PMCID: PMC11374484 DOI: 10.1016/j.apmr.2024.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 04/30/2024] [Accepted: 05/07/2024] [Indexed: 05/18/2024]
Abstract
OBJECTIVE To examine the moderation effects of daily behavior on the associations between symptoms and social participation outcomes after burn injury. DESIGN A 6-month prospective cohort study. SETTING Community. PARTICIPANTS Twenty-four adult burn survivors. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Symptoms and social participation outcomes were assessed weekly using smartphone surveys, including symptoms of pain (Patient-Reported Outcomes Measurement Information System [PROMIS] Pain Intensity and Pain Interference), anxiety (PROMIS Anxiety), and depression (Patient Health Questionnaire), as well as outcomes of social interactions and social activities (Life Impact Burn Recovery Evaluation [LIBRE] Social Interactions and Social Activities). Daily behaviors were automatically recorded by a smartphone application and smartphone logs, including physical activity (steps, travel miles, and activity minutes), sleep (sleep hours), and social contact (number of phone calls and message contacts). RESULTS Multilevel models controlling for demographic and burn injury variables examined the associations between symptoms and social participation outcomes and the moderation effects of daily behaviors. Lower (worse) LIBRE Social Interactions and LIBRE Social Activities scores were significantly associated with higher (worse) PROMIS Pain Intensity, PROMIS Pain Interference, PROMIS Anxiety, and Patient Health Questionnaire-8 scores (P<.05). Additionally, daily steps and activity minutes were associated with LIBRE Social Interactions and LIBRE Social Activities (P<.05), and significantly moderated the association between PROMIS Anxiety and LIBRE Social Activities (P<.001). CONCLUSIONS Social participation outcomes are associated with pain, anxiety, and depression symptoms after burn injury, and are buffered by daily physical activity. Future intervention studies should examine physical activity promotion to improve social recovery after burns.
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Affiliation(s)
- Huan Deng
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA
| | - Cailin A Abouzeid
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA
| | - Lauren J Shepler
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA
| | - Pengsheng Ni
- Boston University School of Public Health, Boston, MA
| | - Mary D Slavin
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA; Boston University School of Public Health, Boston, MA; Rehabilitation Outcomes Center at Spaulding, Boston, MA
| | - Daniel S Barron
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | | | - Lewis E Kazis
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA; Boston University School of Public Health, Boston, MA; Rehabilitation Outcomes Center at Spaulding, Boston, MA
| | - Colleen M Ryan
- Massachusetts General Hospital, Harvard Medical School, Boston, MA; Shriners Hospitals for Children-Boston®, Boston, MA, USA
| | - Jeffrey C Schneider
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA; Rehabilitation Outcomes Center at Spaulding, Boston, MA; Massachusetts General Hospital, Harvard Medical School, Boston, MA.
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Li C, Solish M, Rogers AD. Evaluation of patient-reported outcome measures in burn-specific tools: A systematic review. Burns 2024; 50:1-12. [PMID: 38040617 DOI: 10.1016/j.burns.2023.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 09/15/2023] [Accepted: 10/17/2023] [Indexed: 12/03/2023]
Abstract
INTRODUCTION Patient-reported outcome measures (PROMs) are now well-established tools to evaluate the quality of patient-centred care. Due to the multi-faceted and multi-disciplinary nature of the practice of burn care, as well as the range of significant potential sequelae, PROM's should form a fundamental component of burn quality improvement programs. We aim to 1. Explore biological, psychological, and social considerations that are currently listed in burn-specific PROM tools, as well as their efficacy, 2. Evaluate biological, psychological, and social factors that are considered in new burn-specific PROM tools or those under development, and 3. Identify any opportunities with respect to burn-specific PROM tools, in order to inform future investigation in this area. METHODS A search was performed of MEDLINE (Ovid), EMBASE, CINAHL, and the Cochrane Library databases. Two independent reviewers screened article titles/abstracts and then the full texts using Covidence. All studies were graded independently according to the Quality Rating Scheme for Studies and Other Evidences. RESULTS The initial search yielded 552 references. Based on ab initio inclusion and exclusion criteria, 133 full-text studies were assessed for eligibility, and 21 articles were ultimately included in the systematic review. Due to study heterogeneity, a qualitative synthesis was conducted. Existing burn-specific PROMs covered a range of biological, psychological, and social factors affecting adult and paediatric patients with burn injury, but several studies required additional PROMs for a thorough evaluation. Burn-specific PROM tools under development are poised to fill this deficit. CONCLUSION Major burn injuries are a unique form of trauma, requiring coordinated management that considers numerous factors not relevant to other patient populations. Further research is necessary to validate existing burn-specific PROM tools and to develop more comprehensive burn-specific PROM measures that more comprehensively incorporate the bio-psycho-social model of health.
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Affiliation(s)
- Calandra Li
- Temerty Faculty of Medicine, University of Toronto, Ontario, Canada
| | - Max Solish
- Temerty Faculty of Medicine, University of Toronto, Ontario, Canada
| | - Alan D Rogers
- Temerty Faculty of Medicine, University of Toronto, Ontario, Canada; Ross Tilley Burn Centre, Sunnybrook Health Sciences Centre, Ontario, Canada; Division of Plastic, Reconstructive and Aesthetic Surgery, Department of Surgery, University of Toronto, Ontario, Canada.
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Deng H, Shepler LJ, Chacon KL, Tenney D, Ni P, Stewart BT, Carrougher GJ, Kowalske K, Wolf SE, Slavin MD, Kazis LE, Ryan CM, Schneider JC. Predictors at 6 and 12 Months for Social Participation Outcome at 24 Months in the Adult Burn Injury Population: A Burn Model System National Database Study. Arch Phys Med Rehabil 2024; 105:235-242. [PMID: 37392780 PMCID: PMC10756920 DOI: 10.1016/j.apmr.2023.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 06/15/2023] [Accepted: 06/21/2023] [Indexed: 07/03/2023]
Abstract
OBJECTIVE To identify clinical factors (physical and psychological symptoms and post-traumatic growth) that predict social participation outcome at 24-month after burn injury. DESIGN A prospective cohort study based on Burn Model System National Database. SETTING Burn Model System centers. PARTICIPANTS 181 adult participants less than 2 years after burn injury (N=181). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Demographic and injury variables were collected at discharge. Predictor variables were assessed at 6 and 12 months: Post-Traumatic Growth Inventory Short Form (PTGI-SF), Post-Traumatic Stress Disorder Checklist Civilian Version (PCL-C), Patient-Reported Outcomes Measurement Information System (PROMIS-29) Depression, Anxiety, Sleep Disturbance, Fatigue, and Pain Interference short forms, and self-reported Heat Intolerance. Social participation was measured at 24 months using the Life Impact Burn Recovery Evaluation (LIBRE) Social Interactions and Social Activities short forms. RESULTS Linear and multivariable regression models were used to examine predictor variables for social participation outcomes, controlling for demographic and injury variables. For LIBRE Social Interactions, significant predictors included the PCL-C total score at 6 months (β=-0.27, P<.001) and 12 months (β=-0.39, P<.001), and PROMIS-29 Pain Interference at 6 months (β=-0.20, P<.01). For LIBRE Social Activities, significant predictors consisted of the PROMIS-29 Depression at 6 months (β=-0.37, P<.001) and 12 months (β=-0.37, P<.001), PROMIS-29 Pain Interference at 6 months (β=-0.40, P<.001) and 12 months (β=-0.37, P<.001), and Heat Intolerance at 12 months (β=-4.55, P<.01). CONCLUSIONS Post-traumatic stress and pain predicted social interactions outcomes, while depression, pain and heat intolerance predicted social activities outcomes in people with burn injury.
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Affiliation(s)
- Huan Deng
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA
| | - Lauren J Shepler
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA
| | - Kaitlyn L Chacon
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA
| | | | - Pengsheng Ni
- Boston University School of Public Health, Boston, MA
| | - Barclay T Stewart
- The University of Washington, Seattle, WA; Harborview Injury Prevention and Research Center, Seattle, WA
| | | | - Karen Kowalske
- The University of Texas Southwestern Medical Center, Dallas, TX
| | | | - Mary D Slavin
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA; Boston University School of Public Health, Boston, MA; Rehabilitation Outcomes Center at Spaulding, Boston, MA
| | - Lewis E Kazis
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA; Boston University School of Public Health, Boston, MA; Rehabilitation Outcomes Center at Spaulding, Boston, MA
| | - Colleen M Ryan
- Massachusetts General Hospital, Harvard Medical School, Boston, MA; Shriners Hospitals for Children-Boston, Boston, MA
| | - Jeffrey C Schneider
- Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA; Rehabilitation Outcomes Center at Spaulding, Boston, MA; Massachusetts General Hospital, Harvard Medical School, Boston, MA.
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Kelter BM, Shepler LJ, Ni P, Kazis LE, Stewart BT, Ryan CM, Schneider JC. Community Socioeconomic Status is Associated With Social Participation Outcomes. J Burn Care Res 2023; 44:222-223. [PMID: 36371723 PMCID: PMC9839542 DOI: 10.1093/jbcr/irac172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Indexed: 11/14/2022]
Affiliation(s)
- Brian M. Kelter
- Mass General Cancer Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Lauren J. Shepler
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, Massachusetts, USA
| | - Pengsheng Ni
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Lewis E. Kazis
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, Massachusetts, USA
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, Massachusetts, USA
- Rehabilitation Outcomes Center at Spaulding, Spaulding Rehabilitation Network, Charlestown, Massachusetts, USA
| | - Barclay T. Stewart
- Department of Surgery, The University of Washington, Seattle, Washington, USA
- Harborview Injury Prevention and Research Center, University of Washington, Seattle, Washington, USA
| | - Colleen M. Ryan
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Surgery, Shriners Children’s, Boston, Massachusetts, USA
| | - Jeffrey C. Schneider
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, Massachusetts, USA
- Rehabilitation Outcomes Center at Spaulding, Spaulding Rehabilitation Network, Charlestown, Massachusetts, USA
- Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts, USA
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Kelter BM, Wolfe AE, Kazis LE, Ryan CM, Acton A, Slavin MD, Schneider JC. Trajectory Curves for Purposes of Benchmarking and Predicting Clinical Outcomes: A Scoping Review. J Burn Care Res 2022; 43:1095-1104. [PMID: 34986488 PMCID: PMC9255662 DOI: 10.1093/jbcr/irab245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Trajectory curves are valuable tools to benchmark patient health status and predict future outcomes. A longitudinal study is underway to examine social participation after burn injury using the Life Impact Burn Recovery Evaluation (LIBRE) Profile with the goal of developing trajectory curves for specific domains that focus on social reintegration. We conducted a scoping review to inform and understand trajectory curves applied in clinical settings to compare outcomes for an individual to a matched cohort of comparable patients or predicted expected outcomes over time. This scoping review utilized a PubMed search from January 2014 to August 2019 for the following terms: "trajectory curves" or "trajectory models" and "clinic" or "clinical." Only articles that specifically referenced longitudinal and clinical research designs were included in the scoping review. Articles were assessed using standard scoping review methods and categorized based on clinical application of trajectory curves for either benchmarking or prediction. The initial literature review identified 141 manuscripts and 34 met initial inclusion criteria. The reviewed articles support the clinical use of trajectory curves. Findings provide insight into several key determinants involved with the successful development and implementation of trajectory curves in clinical settings. These findings will inform efforts to use the LIBRE Profile to model social participation recovery and assist in developing effective strategies using trajectory curves to promote social reintegration after burn injury.
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Affiliation(s)
- Brian M Kelter
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Physical Medicine & Rehabilitation, Spaulding Research Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Audrey E Wolfe
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Physical Medicine & Rehabilitation, Spaulding Research Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Lewis E Kazis
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Physical Medicine & Rehabilitation, Spaulding Research Institute, Harvard Medical School, Boston, Massachusetts, USA
- Department of Health Law, Policy and Management, Boston University School of Public Health, Massachusetts, USA
| | - Colleen M Ryan
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, USA
- Department of Surgery, Shriners Hospitals for Children—Boston®, Massachusetts, USA
| | - Amy Acton
- Phoenix Society for Burn Survivors, Grand Rapids, Michigan, USA
| | - Mary D Slavin
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Physical Medicine & Rehabilitation, Spaulding Research Institute, Harvard Medical School, Boston, Massachusetts, USA
- Department of Health Law, Policy and Management, Boston University School of Public Health, Massachusetts, USA
| | - Jeffrey C Schneider
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Physical Medicine & Rehabilitation, Spaulding Research Institute, Harvard Medical School, Boston, Massachusetts, USA
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Kelter BM, Shepler LJ, Ni P, Slavin MD, Acton A, Kazis LE, Ryan CM, Schneider JC. Developing trajectories of social recovery after burn injury: Preliminary results from the LIBRE Journey Study. Burns 2022; 48:460-462. [PMID: 34924225 PMCID: PMC9275732 DOI: 10.1016/j.burns.2021.11.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 11/29/2021] [Indexed: 12/14/2022]
Affiliation(s)
- Brian M. Kelter
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA, USA; Spaulding Research Institute, Boston, MA, USA
| | - Lauren J. Shepler
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA, USA; Spaulding Research Institute, Boston, MA, USA
| | - Pengsheng Ni
- Boston University School of Public Health, Boston, MA, USA
| | - Mary D. Slavin
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA, USA; Spaulding Research Institute, Boston, MA, USA; Boston University School of Public Health, Boston, MA, USA
| | - Amy Acton
- Phoenix Society for Burn Survivors, Grand Rapids, MI, USA
| | - Lewis E. Kazis
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA, USA; Spaulding Research Institute, Boston, MA, USA; Boston University School of Public Health, Boston, MA, USA
| | - Colleen M. Ryan
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Shriners Hospitals for Children - Boston®, Boston, MA, USA
| | - Jeffrey C. Schneider
- Department of Physical Medicine & Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA, USA; Spaulding Research Institute, Boston, MA, USA
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Calhoun Thielen C, Slavin MD, Ni P, Mulcahey MJ. Development and initial validation of ability levels to interpret pediatric spinal cord injury activity measure and pediatric measure of participation scores. J Pediatr Rehabil Med 2021; 14:463-476. [PMID: 34250956 DOI: 10.3233/prm-200774] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
PURPOSE To develop ability levels and descriptions to interpret Pediatric Spinal Cord Injury Activity Measure (PEDI-SCI AM) and Pediatric Measure of Participation (PMoP) scores. METHODS Mixed-methods approach to 1.) create item maps using PEDI-SCI AM and PMoP calibration data; 2.) employ bookmarking methods and an iterative consensus process including semi-structured interviews, focus groups and surveys to establish PEDI-SCI AM and PMoP level score cut-points and descriptions; 3.) use calibration sample data to examine mean score differences across levels [analyses of variance (ANOVAs)] and assess the sample distribution (%) across levels; 4.) repeat in a separate validation sample; 5.) develop level descriptions. Throughout the mixed methods approach, the sample participants include children with spinal cord injury (SCI), parents of children with SCI, and professionals who work with children with SCI. RESULTS Four or five ability levels were identified for each PEDI-SCI AM and PMoP domain along with descriptions for each level. ANOVA results revealed significant overall differences for level mean scores and pairwise comparisons (p < 0.05). Consensus (>80%) was achieved for all PEDI-SCI AM and some PMoP level descriptions. CONCLUSION PEDI-SCI AM and PMoP score cut-points identify different levels of activity and participation among children with SCI. These levels and descriptions provide clinical relevance for PEDI-SCI and PMoP numeric scores.
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Affiliation(s)
- Christina Calhoun Thielen
- Center for Outcomes and Measurement, Jefferson College of Rehabilitation Sciences, Thomas Jefferson University, Philadelphia, PA, USA
| | - Mary D Slavin
- Health Outcomes Unit, Health Law, Policy & Management, Boston University School of Public Health, Boston, MA, USA
| | - Pengsheng Ni
- Biostatistics & Epidemiology Data Analytic Center, Health Law, Policy & Management, Boston University School of Public Health, Boston, MA, USA
| | - M J Mulcahey
- Center for Outcomes and Measurement, Jefferson College of Rehabilitation Sciences, Thomas Jefferson University, Philadelphia, PA, USA
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