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Douglas ME, Driver S, Ochoa C, McShan E, Callender L, Froehlich-Grobe K. Baseline health-related self-efficacy for individuals following stroke, traumatic brain injury, and spinal cord injury prior to enrollment in a weight-loss intervention. Disabil Rehabil 2024; 46:3314-3322. [PMID: 37753959 DOI: 10.1080/09638288.2023.2261845] [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: 01/18/2023] [Accepted: 09/15/2023] [Indexed: 09/28/2023]
Abstract
PURPOSE To examine health-related self-efficacy for individuals following acquired brain or spinal cord injury prior to enrollment in a weight-loss intervention and associations with demographics, injury characteristics, and additional physiologic variables. MATERIALS AND METHODS Cross-sectional analysis of baseline data for community-dwelling adults following stroke (CVA), traumatic brain injury (TBI), or spinal cord injury (SCI) across three disability-adapted weight-loss interventions. RESULTS Overall results suggest a significant difference between injury type and self-efficacy as measured by the Self Rated Abilities for Health Practices (SRAHP) scale. On average, individuals with SCI had the lowest overall perceived self-efficacy of the three groups (11.2-unit difference; (CI: -17.4, -5.0), followed by those with TBI (9.5-unit difference; (CI: -16.7, -2.4). There were also differences between groups in age, number of household members, time since injury, sex, race, marital status, physiological measures, and employment status. CONCLUSIONS Results suggest that individuals with different disabilities following neurological injuries have different baseline perceptions in their ability to eat a healthy diet and exercise regularly. Health interventions should be tailored for these groups based on disability-specific barriers and should include components to enhance health-related self-efficacy to address weight management among these populations.IMPLICATIONS FOR REHABILITATIONEvidence suggests that health-related self-efficacy may differ following different injury types and level of disability may impact one's ability to maintain health-related behaviorsResults suggest that individuals with a spinal cord injury may have different baseline perceptions of self-efficacy related to their ability to eat a healthy diet and exercise regularly compared to those with a traumatic brain injury or stroke.Health interventions should be tailored to encompass disability-specific barriers which may impact an individual's health-related self-efficacy.
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Affiliation(s)
- Megan E Douglas
- Baylor Scott & White Research Institute, Dallas, TX, USA
- Baylor Scott & White Institute for Rehabilitation, Dallas, TX, USA
| | - Simon Driver
- Baylor Scott & White Research Institute, Dallas, TX, USA
- Baylor Scott & White Institute for Rehabilitation, Dallas, TX, USA
| | - Christa Ochoa
- Baylor Scott & White Research Institute, Dallas, TX, USA
- Baylor Scott & White Institute for Rehabilitation, Dallas, TX, USA
| | - Evan McShan
- Baylor Scott & White Research Institute, Dallas, TX, USA
- Baylor Scott & White Institute for Rehabilitation, Dallas, TX, USA
| | - Librada Callender
- Baylor Scott & White Research Institute, Dallas, TX, USA
- Baylor Scott & White Institute for Rehabilitation, Dallas, TX, USA
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Swank C, McShan E, Bottiglieri T, Zurawski S, Callender L, Bennett M, Dubiel R, Driver S. Linking biomarkers with healthy lifestyle outcomes after stroke: Supplementary results of a 12-month randomized controlled trial. Nutr Metab Cardiovasc Dis 2024; 34:475-484. [PMID: 37949707 DOI: 10.1016/j.numecd.2023.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 09/05/2023] [Accepted: 09/07/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND AND AIMS Participation in a healthy lifestyle intervention such as the Diabetes Prevention Program Group Lifestyle Balance-adapted for stroke (GLB-CVA) may reduce stroke burden. Identifying biomarkers associated with lifestyle changes may enhance an individualized approach to stroke recovery. We investigated metabolic biomarkers related to cardiovascular and neurological function in individuals with stroke in the GLB-CVA study and healthy (non-stroke) individuals. METHODS AND RESULTS Participants with chronic (>12 months) stroke were recruited to this wait-list randomized controlled trial if they were overweight (BMI ≥25 kg/m2). Participants were randomized to (1) the GLB-CVA program to complete 22 educational sessions addressing behavioral principals of dietary and physical activity or (2) a 6 month wait-list control (WLC). Biomarkers [Plasma irisin, vascular endothelial growth factor, lipoprotein-associated phospholipase A2 (Lp-PLA2), insulin-like growth factor 1 and brain-derived neurotrophic factor (BDNF)] were collected at baseline, 3, and 6 months. Age-matched healthy individuals were recruited for biomarker assessment. Compared to healthy adults (n = 19), participants with stroke (GLB-CVA = 24; WLC = 24) at baseline had higher tHcy levels (p < 0.001) and lower PLA2 levels (p = 0.016). No statistically significant interactions were observed for any biomarkers between the GLB-CVA and WLC or between people who achieved 5% weight loss and those who did not. CONCLUSION Participation in a 6-month healthy lifestyle program did not result in statistically significant changes to select metabolic biomarker levels for our participants with chronic stroke. However, participants with stroke demonstrated a unique biomarker profile compared to age-matched healthy individuals.
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Affiliation(s)
- Chad Swank
- Baylor Scott and White Research Institute, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA.
| | - Evan McShan
- Baylor Scott and White Research Institute, Dallas, TX, USA
| | - Teodoro Bottiglieri
- Center of Metabolomics, Institute of Metabolic Disease, Baylor Scott & White Research Institute, Dallas, TX, USA
| | - Sandy Zurawski
- Center of Metabolomics, Institute of Metabolic Disease, Baylor Scott & White Research Institute, Dallas, TX, USA
| | | | - Monica Bennett
- Baylor Scott and White Research Institute, Dallas, TX, USA
| | - Randi Dubiel
- Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA
| | - Simon Driver
- Baylor Scott and White Research Institute, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA
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Driver S, McShan E, Swank C, Calhoun S, Douglas M, Suhalka A, Bennett M, Callender L, Ochoa C, Mukkamala S, Kramer K. Results of a 12-Month Randomized Controlled Trial Testing the Efficacy of the Diabetes Prevention Program Group Lifestyle Balance (DPP-GLB) for People Post Stroke (GLB-CVA). Ann Behav Med 2023; 57:1032-1045. [PMID: 37542523 DOI: 10.1093/abm/kaad045] [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] [Indexed: 08/07/2023] Open
Abstract
BACKGROUND Experience of stroke is associated with an increased risk for diabetes and metabolic syndrome, yet few interventions exist that have been tailored to the population's unique needs. PURPOSE To examine adherence and efficacy of the Diabetes Prevention Program Group Lifestyle Balance program (DPP-GLB) modified for individuals post stroke (GLB-CVA) using a randomized controlled trial. METHODS Adults (18-85 years of age), >12 months post stroke, and body mass index ≥25 kg/m2 were included in this study. Sixty-five individuals were assigned to either the GLB-CVA intervention or a 6-month wait-list control. Participants completed the 12-month GLB-CVA intervention, with attendance and assessment of weight, anthropometric, biomarker, functional, and patient reported outcome data collected at baseline, 3, 6, and 12 months. RESULTS High attendance (90%) and dietary and activity tracking (71%) suggest high adherence to the 12-month GLB-CVA. Six-month randomized controlled trial data indicate significant weight loss (p = .005) in the GLB-CVA group (7.4 ± 13.6 lbs, 3.65%) compared with the wait-list control (0.1 ± 10.1 lbs, 0%), and improvements in arm circumference (p = .04), high-density lipoprotein (HDL) cholesterol (p = .028), 8-year diabetes risk (p = .011), and pain interference (p < .001). Combined 12-month data showed participants lost 10.1 ± 16.8 lbs (4.88%) and improved waist circumference (p = .001), HbA1c (3.6%), diastolic blood pressure (p < .001), pain (p = .001), social participation (p = .025), and eating practices (p = .01) and habits (p < .001). CONCLUSIONS Engagement in the GLB-CVA can result in weight loss and improved health for individuals who are overweight or obese following stroke. Future efforts should examine effectiveness in real-world settings and focus on knowledge translation efforts.
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Affiliation(s)
- Simon Driver
- Baylor Scott & White Research Institute, Dallas, TX, USA
- Baylor Scott & White Institute for Rehabilitation, Dallas, TX, USA
| | - Evan McShan
- Baylor Scott & White Research Institute, Dallas, TX, USA
| | - Chad Swank
- Baylor Scott & White Research Institute, Dallas, TX, USA
- Baylor Scott & White Institute for Rehabilitation, Dallas, TX, USA
| | | | - Megan Douglas
- Baylor Scott & White Research Institute, Dallas, TX, USA
| | | | - Monica Bennett
- Baylor Scott & White Research Institute, Dallas, TX, USA
| | | | - Christa Ochoa
- Baylor Scott & White Research Institute, Dallas, TX, USA
| | | | - Kaye Kramer
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
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Driver S, McShan E, Swank C, Calhoun S, Bennett M, Callender L, Holden A, Juengst S, Bell K, Douglas M, Kramer K, Dubiel R. Efficacy of the Diabetes Prevention Program Group Lifestyle Balance Program Modified for Individuals with TBI (GLB-TBI): Results from a 12-month Randomized Controlled Trial. Ann Behav Med 2023; 57:131-145. [PMID: 35775789 DOI: 10.1093/abm/kaac036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Obesity after traumatic brain injury (TBI) is a public health issue and no evidence-based weight loss interventions exist to meet the unique needs of individuals after TBI. PURPOSE To (a) examine the efficacy of the Diabetes Prevention Program Group Lifestyle Balance for TBI (GLB-TBI) weight-loss intervention compared to an attention control for primary (weight-loss) and secondary health outcomes; (b) determine participant compliance with the GLB-TBI; and (c) determine if compliance is associated with improved outcomes. METHODS Individuals with moderate to severe TBI, age 18-64 years, ≥6 months postinjury, and body mass index of ≥25 kg/m2 were randomized to a 12-month, 22-session GLB-TBI intervention or attention control condition. Weight-loss (lbs.), anthropometric, biomarkers, and patient-reported outcomes were collected at baseline, 3, 6, and 12 months. RESULTS The GLB-TBI group (n = 27) lost 17.8 ± 41.4lbs (7.9%) over the 12-month program and the attention control group (n = 27) lost 0 ± 55.4lbs (0%). The GLB-TBI group had significant improvements in diastolic blood pressure, triglycerides, and HDL cholesterol. GLB-TBI attendance was 89.6% and weekly self-monitoring of diet and activity was 68.8%. Relative to baseline, the GLB-TBI compliant group (≥80% attendance; ≥85% self-monitoring; n = 10) had a statistically significant decrease in weight at each assessment, the noncompliant group had a significant decrease between 6 and 12 months (n = 17), with no change in weight in the attention control group (n = 27). CONCLUSIONS Findings suggest for adults with TBI who are overweight or obese, participation in the GLB-TBI can significantly reduce weight and metabolic risk factors and increase self-reported habits for diet and exercise.
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Affiliation(s)
- Simon Driver
- Department of Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA.,Rehabilitation Research Deparment, Baylor Scott and White Research Institute, Dallas, TX, USA.,Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA
| | - Evan McShan
- Department of Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA.,Rehabilitation Research Deparment, Baylor Scott and White Research Institute, Dallas, TX, USA.,Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA
| | - Chad Swank
- Department of Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA.,Rehabilitation Research Deparment, Baylor Scott and White Research Institute, Dallas, TX, USA.,Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA
| | - Stephanie Calhoun
- Department of Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA.,Rehabilitation Research Deparment, Baylor Scott and White Research Institute, Dallas, TX, USA.,Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA
| | - Monica Bennett
- Rehabilitation Research Deparment, Baylor Scott and White Research Institute, Dallas, TX, USA.,Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA
| | - Librada Callender
- Department of Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA.,Rehabilitation Research Deparment, Baylor Scott and White Research Institute, Dallas, TX, USA.,Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA
| | - Alexandria Holden
- Department of Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA.,Rehabilitation Research Deparment, Baylor Scott and White Research Institute, Dallas, TX, USA.,Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA
| | - Shannon Juengst
- Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA.,Department of Physical Medicine and Rehabilitation, University of Texas Southwestern, Dallas, TX, USA
| | - Kathleen Bell
- Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA.,Department of Physical Medicine and Rehabilitation, University of Texas Southwestern, Dallas, TX, USA
| | - Megan Douglas
- Department of Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA.,Rehabilitation Research Deparment, Baylor Scott and White Research Institute, Dallas, TX, USA.,Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA
| | - Kaye Kramer
- Department of Epidemiology, University of Pittsburgh, PA, USA
| | - Randi Dubiel
- Department of Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, TX, USA.,Rehabilitation Research Deparment, Baylor Scott and White Research Institute, Dallas, TX, USA.,Research Group, North Texas Traumatic Brain Injury Model System, Dallas, TX, USA
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Driver S, Douglas M, Reynolds M, McShan E, Swank C, Dubiel R. A narrative review of biopsychosocial factors which impact overweight and obesity for individuals with acquired brain injury. Brain Inj 2021; 35:1075-1085. [PMID: 34324396 DOI: 10.1080/02699052.2021.1953596] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Primary Objective: To discuss the biopsychosocial factors that affect being overweight or obese after acquired brain injury (ABI)Research Design: Narrative reviewMethods and Procedures: Based on the biopsychosocial model, we discuss the unique injury-specific factors that can affect bring overweight or obese among individuals with ABI including: (1) biological, (2) psychological and (3) social/ecological factors.Main Outcomes and Results: Injury-specific factors that impact being overweight or obese following ABI include endocrine dysfunction, pain, bowel and bladder incontinence, balance problems and motor impairment, medications, sleep quality and fatigue, alcohol and tobacco use, psychological disorders and symptoms, cognitive changes, social support, isolation, participation, transportation, independence, and knowledge. These factors may also compound general factors impacting weight management, making it difficult for individuals with ABI to maintain a healthy lifestyle.Conclusions: It is important to recognize the biopsychosocial factors that impact weight-loss and lifestyle change after ABI so that interventions can be tailored to meet individuals' unique needs. Empirical research is needed to better understand how biopsychosocial factors interact and impact overweight/ obesity after ABI.
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Affiliation(s)
- Simon Driver
- Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, Texas, United States of America
| | - Megan Douglas
- Rehabilitation Research Department, Baylor Scott and White Research Institute, Dallas, Texas
| | - Megan Reynolds
- Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, Texas, United States of America
| | - Evan McShan
- Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, Texas, United States of America
| | - Chad Swank
- Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, Texas, United States of America
| | - Randi Dubiel
- Physical Medicine and Rehabilitation, Baylor Scott and White Institute for Rehabilitation, Dallas, Texas, United States of America
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Lee JS, Kang MA, Lee SK. Effects of the e-Motivate4Change Program on Metabolic Syndrome in Young Adults Using Health Apps and Wearable Devices: Quasi-Experimental Study. J Med Internet Res 2020; 22:e17031. [PMID: 32729838 PMCID: PMC7426802 DOI: 10.2196/17031] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 05/22/2020] [Accepted: 06/14/2020] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND The health behaviors of young adults lag behind those of other age groups, and active health management is needed to improve health behaviors and prevent chronic diseases. In addition, developing good lifestyle habits earlier in life could reduce the risk of metabolic syndrome (MetS) later on. OBJECTIVE The aim of this study is to investigate the effects of the e-Motivate4Change program, for which health apps and wearable devices were selected based on user needs. The program was developed for the prevention and management of MetS in young adults. METHODS This experimental study used a nonequivalent control group. In total, 59 students from 2 universities in Daegu, Korea participated in the study (experimental group n=30; control group n=29). Data were collected over 4 months, from June 1 to September 30, 2018. The experimental group received a 12-week e-Motivate4Change program intervention, and the control group received MetS education and booklets without the e-Motivate4Change program intervention. RESULTS After the program, the experimental group had significantly higher scores for health-related lifestyle (t=3.86; P<.001) and self-efficacy (t=6.00; P<.001) than did the control group. Concerning BMI, there were significant effects by group (F=1.01; P<.001) and for the group × time interaction (F=4.71; P=.034). Concerning cholesterol, there were significant main effects for group (F=4.32; P=.042) and time (F=9.73; P<.001). CONCLUSIONS The e-Motivate4Change program effectively improved participants' health-related lifestyle scores and self-efficacy, and significantly reduced their BMI and cholesterol levels. The program can be used to identify and prevent MetS among young adults.
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Affiliation(s)
- Ji-Soo Lee
- Keimyung University, Daegu, Republic of Korea
| | - Min-Ah Kang
- Keimyung University, Daegu, Republic of Korea
- Gyeongnam Center for Infectious Disease Control and Prevention, Changwon, Republic of Korea
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