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1.
J Spinal Cord Med ; : 1-11, 2024 Jul 25.
Article in English | MEDLINE | ID: mdl-39051861

ABSTRACT

OBJECTIVE: Chronic opioid use presents long-term health risks for individuals with spinal cord injury (SCI). The purpose of the study was to characterize patterns and correlates of the chronic prescription of opioids among individuals with SCI in a population of Veterans receiving care though the Veteran's Health Administration. DESIGN: A retrospective, longitudinal cohort study examined the US Department of Veterans Affairs electronic medical record data of veterans with SCI. The annual prevalence of prescription opioid use by type (any, acute, chronic, incident chronic) was calculated for each study year (2015-2017). Multivariable models examined associations with demographics and pre-existing medical comorbidities. SETTING: US Department of Veterans Affairs, Veteran's Health Administration. PARTICIPANTS: National sample of Veterans with SCI (N = 10,811). MAIN OUTCOME MEASURE: Chronic prescription opioid use (≥90 days). RESULTS: All types of prescription opioid use declined across the three study years (chronic opioid use prevalence = 33.2%, 31.7%, and 29.7%, respectively). Past history of depression, COPD, diabetes, pain condition, opioid use and tobacco use disorders were associated with a greater likelihood of current chronic prescription opioid use. Non-white race, hyperlipidemia, dementia, and tetraplegia were associated with a lower likelihood of current chronic prescription opioid use. When added to the multivariable model, prior chronic opioid prescription use was robustly associated with current chronic prescription opioid use, but most other factors were no longer significantly associated with current opioid use. CONCLUSIONS: This study demonstrates opioid reduction over time from 2015 to 2017, however, chronic prescription opioid use remains common among a substantial minority of Veterans with SCI. Several demographics and comorbidities may provide clinicians with important insights into factors associated with chronic prescription opioid use, with past chronic prescription opioid use being the most important.

2.
Mult Scler Relat Disord ; 88: 105718, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38878624

ABSTRACT

BACKGROUND: Persons with multiple sclerosis (PwMS) can experience deficits in prospective memory (PM) or "remembering to remember," which are associated with functional difficulties. However, no cognitive rehabilitation intervention has specifically addressed improving PM in PwMS. The Telehealth PM Intervention (TPMI) provides a novel combination of two strategies-visual imagery and implementation intentions-that have each been beneficial in other populations. This study aimed to evaluate the feasibility of TPMI and its preliminary efficacy, which could be used to inform future trials. METHODS: Participants (n = 35) were PwMS who were pre-screened and endorsed experiencing problems "remembering places they have to be" and "things they have to do." After completing a baseline evaluation, which included objective (Memory for Intentions Test; MIST) and subjective (Perceived Deficits Questionnaire; PDQ-PM) measures of PM, participants were randomized to either the active treatment (TPMI; n = 17) or active control group (Control; n = 18). TPMI was offered through remote one-on-one sessions twice a week over a four-week period. Participants were asked about treatment credibility and expectancy during the first session. The MIST and PDQ-PM were repeated at post-treatment, where treatment satisfaction was also captured. Mann-Whitney U and chi-square tests were used to examine the feasibility measures, while repeated measures ANOVAs were used to examine changes in the PM outcomes. RESULTS: A total of 88.2 % of the TPMI group completed all eight sessions, with moderate-to-high (≥7 out of 10) treatment credibility/expectancy and satisfaction reported by 93.3 % and 86.7 %, respectively. While there were no significant effects on overall PM, the TPMI group had an improvement in objective time-based PM after adjusting for baseline differences (F(1,29) = 4.61, p = 0.040; d = 0.80). Furthermore, the TPMI group had a significant reduction in the number of time-based loss of content errors compared to the Control group, which remained significant after covariate adjustment (F(1,25) = 4.29, p = 0.049; d = 0.83). CONCLUSIONS: TPMI is a feasible intervention, with high completion rates and moderate-to-high treatment ratings, that can be delivered remotely. Early evidence shows its potential benefit for improving time-based PM, a particular concern for PwMS, which should be further evaluated in a larger clinical trial.


Subject(s)
Feasibility Studies , Memory Disorders , Memory, Episodic , Multiple Sclerosis , Telemedicine , Humans , Male , Female , Multiple Sclerosis/rehabilitation , Multiple Sclerosis/therapy , Multiple Sclerosis/complications , Middle Aged , Adult , Memory Disorders/etiology , Memory Disorders/rehabilitation , Memory Disorders/therapy , Patient Satisfaction
3.
Front Neurol ; 14: 1188124, 2023.
Article in English | MEDLINE | ID: mdl-37360346

ABSTRACT

Background: Cognitive dysfunction and brain atrophy are both common in progressive multiple sclerosis (MS) but are seldom examined comprehensively in clinical trials. Antioxidant treatment may affect the neurodegeneration characteristic of progressive MS and slow its symptomatic and radiographic correlates. Objectives: This study aims to evaluate cross-sectional associations between cognitive battery components of the Brief International Cognitive Assessment for Multiple Sclerosis with whole and segmented brain volumes and to determine if associations differ between secondary progressive (SPMS) and primary progressive (PPMS) MS subtypes. Design: The study was based on a baseline analysis from a multi-site randomized controlled trial of the antioxidant lipoic acid in veterans and other people with progressive MS (NCT03161028). Methods: Cognitive batteries were conducted by trained research personnel. MRIs were processed at a central processing site for maximum harmonization. Semi-partial Pearson's adjustments evaluated associations between cognitive tests and MRI volumes. Regression analyses evaluated differences in association patterns between SPMS and PPMS cohorts. Results: Of the 114 participants, 70% had SPMS. Veterans with MS made up 26% (n = 30) of the total sample and 73% had SPMS. Participants had a mean age of 59.2 and sd 8.5 years, and 54% of them were women, had a disease duration of 22.4 (sd 11.3) years, and had a median Expanded Disability Status Scale of 6.0 (with an interquartile range of 4.0-6.0, moderate disability). The Symbol Digit Modalities Test (processing speed) correlated with whole brain volume (R = 0.29, p = 0.01) and total white matter volume (R = 0.33, p < 0.01). Both the California Verbal Learning Test (verbal memory) and Brief Visuospatial Memory Test-Revised (visual memory) correlated with mean cortical thickness (R = 0.27, p = 0.02 and R = 0.35, p < 0.01, respectively). Correlation patterns were similar in subgroup analyses. Conclusion: Brain volumes showed differing patterns of correlation across cognitive tasks in progressive MS. Similar results between SPMS and PPMS cohorts suggest combining progressive MS subtypes in studies involving cognition and brain atrophy in these populations. Longitudinal assessment will determine the therapeutic effects of lipoic acid on cognitive tasks, brain atrophy, and their associations.

4.
Arch Phys Med Rehabil ; 104(11): 1850-1856, 2023 11.
Article in English | MEDLINE | ID: mdl-37137460

ABSTRACT

OBJECTIVE: To characterize patterns of prescription opioid use among individuals with multiple sclerosis (MS) and identify risk factors associated with chronic use. DESIGN: Retrospective longitudinal cohort study examining US Department of Veterans Affairs electronic medical record data of Veterans with MS. The annual prevalence of prescription opioid use by type (any, acute, chronic, incident chronic) was calculated for each study year (2015-2017). Multivariable logistic regression was used to identify demographics and medical, mental health, and substance use comorbidities in 2015-2016 associated with chronic prescription opioid use in 2017. SETTING: US Department of Veterans Affairs, Veteran's Health Administration. PARTICIPANTS: National sample of Veterans with MS (N=14,974). MAIN OUTCOME MEASURE: Chronic prescription opioid use (≥90 days). RESULTS: All types of prescription opioid use declined across the 3 study years (chronic opioid use prevalence=14.6%, 14.0%, and 12.2%, respectively). In multivariable logistic regression, prior chronic opioid use, history of pain condition, paraplegia or hemiplegia, post-traumatic stress disorder, and rural residence were associated with greater risk of chronic prescription opioid use. History of dementia and psychotic disorder were both associated with lower risk of chronic prescription opioid use. CONCLUSION: Despite reductions over time, chronic prescription opioid use remains common among a substantial minority of Veterans with MS and is associated with multiple biopsychosocial factors that are important for understanding risk for long-term use.


Subject(s)
Chronic Pain , Multiple Sclerosis , Opioid-Related Disorders , Veterans , Humans , United States/epidemiology , Analgesics, Opioid/adverse effects , Retrospective Studies , Longitudinal Studies , Multiple Sclerosis/drug therapy , Multiple Sclerosis/epidemiology , Opioid-Related Disorders/epidemiology , Risk Factors , Prescriptions , Veterans/psychology , Chronic Pain/drug therapy , Chronic Pain/epidemiology , United States Department of Veterans Affairs
5.
Mult Scler Relat Disord ; 74: 104720, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37084496

ABSTRACT

BACKGROUND: Self-management programs have been used with success in several clinical populations, and there is a growing body of evidence to support their use among persons with multiple sclerosis (MS). This group aimed to develop a novel self-management program, Managing My MS My Way (M4W), which is based in social cognitive theory and contains evidence-based strategies that have been shown to be effective for persons with MS. Furthermore, persons with MS would serve as stakeholders throughout the development process to ensure that the program would be useful and encourage adoption. This paper outlines the initial development stages of M4W, including determining 1) stakeholders' interest in a self-management program, 2) the general focus of the program, 3) the delivery method of the program, 4) the content of the program, and 5) potential barriers and adaptations. METHODS: A three-stage study consisting of an anonymous survey (n = 187) to determine interest, topic, and delivery format; semi-structured interviews (n = 6) to follow-up on the survey results; and semi-structured interviews (n = 10) to refine the content and identify barriers. RESULTS: Over 80% of survey participants were somewhat or very interested in a self-management program. Fatigue was the topic with the greatest amount of interest (64.7%). An internet-based program (e.g., mobile health or mHealth) was the most preferred delivery method (37.4%), with the first group of stakeholders proposing a module-based system with an initial in-person orientation session. The second group of stakeholders were overall enthusiastic about the program, giving moderate to high confidence scores for each of the proposed interventional strategies. Suggestions included skipping sections that were not applicable to them, setting reminders, and seeing their progress (e.g., visualizing their fatigue scores as they move through the program). In addition, stakeholders recommended larger font sizes and speech-to-text entry. CONCLUSIONS: Input from the stakeholders has been incorporated into the prototype of M4W. The next steps will be to test this prototype with another group of stakeholders to assess its initial usability and identify issues before developing the functional prototype.


Subject(s)
Multiple Sclerosis , Self-Management , Telemedicine , Text Messaging , Humans , Self-Management/methods , Multiple Sclerosis/therapy , Fatigue
6.
Mult Scler Relat Disord ; 70: 104509, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36638769

ABSTRACT

BACKGROUND: There has yet to be an examination of how appointment attendance behaviors in multiple sclerosis (MS) are related to scheduling metrics and certain demographic, clinical, and behavioral factors such as cognitive functioning and personality traits. This study aimed to examine the factors that differ between no shows (NS), short notice cancellations (SNC), and attended appointments. METHODS: Participants (n = 110) were persons with MS who were enrolled in a larger cross-sectional study, during which they completed a battery of neuropsychological measures. Data about their appointments in three MS-related clinics the year prior to their study evaluation were extracted from the medical record. Bivariate analyses were done, with post-hoc tests conducted with Bonferroni corrections if there was an overall group difference. RESULTS: A higher number of SNC were noted during the winter, with 22.4% being due to the weather. SNC were also more common on Thursdays, but less frequent during the early morning time slots (7am to 9am). In contrast, NS were associated with lower annual income, weaker healthcare provider relationships, lower self-efficacy, higher levels of neuroticism, depressive symptom severity, and health distress, and greater cognitive difficulties, particularly with prospective memory. CONCLUSIONS: While SNC are related to clinic structure and situational factors like the weather, NS may be more influenced by behavioral issues, such as difficulty remembering an appointment and high levels of distress. These findings highlight potential targets for reducing the number of missed appointments in the clinic, providing opportunities for improved healthcare efficiency and most importantly health.


Subject(s)
Multiple Sclerosis , No-Show Patients , Humans , Cross-Sectional Studies , Ambulatory Care Facilities , Appointments and Schedules
7.
Clin Neuropsychol ; 37(2): 371-386, 2023 02.
Article in English | MEDLINE | ID: mdl-35403570

ABSTRACT

Objectives: Difficulties with prospective memory (PM) are not routinely assessed in persons with multiple sclerosis (MS) even though they can impact daily functioning. This study aimed to examine the preliminary criterion and ecological validity of a highly abbreviated Memory for Intentions Test (MIST) intended to serve as an initial screening of PM in persons with MS. Methods: Participants (n = 112) were classified as impaired if they performed 1.5 standard deviations below the normative mean on the MIST. Individual MIST trials with adequate difficulty and discriminability were examined using receiver operating characteristic analyses, with their classification accuracies, sensitivities, and specificities compared to each other. Regressions were run to evaluate their ecological validity, with appointment attendance and employment as the outcomes. Results: Two trials had a classification accuracy of ≥80%: Trial 3 (79% sensitivity, 84% specificity) and Trial 4 (57% sensitivity, 91% specificity). These two trials had comparable specificity (p=.127), with Trial 3 having slightly higher sensitivity (p=.083). Only Trial 4 was significantly associated with appointment attendance (b = 1.63, p=.047) and unemployment (aOR = 11.20, p=.027). Discussion:Trial 4 of the MIST, a verbal task with a time-based cue that requires participants to complete a pre-specified response after a 15-minute delay, has the potential to be a screener for PM.


Subject(s)
Memory, Episodic , Multiple Sclerosis , Humans , Multiple Sclerosis/complications , Intention , Neuropsychological Tests , Memory Disorders/diagnosis , Memory Disorders/etiology
8.
Mult Scler Relat Disord ; 62: 103806, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35452963

ABSTRACT

BACKGROUND: While comorbidities have been associated with all-cause hospitalizations among persons with multiple sclerosis (MS), there has been no examination of their role in all-cause emergency department (ED) utilization. As such, this study aimed to determine if the presence of comorbidities increases the odds of ED usage in a national sample of Veterans with MS. METHODS: Data were extracted retrospectively from the Veterans Affairs (VA) MS Center of Excellence Data Repository, an electronic health record-based dataset. Veterans who had at least one outpatient visit in 2013, were alive in 2015, and were initially prescribed a disease modifying therapy were included in the dataset (n = 3,742). Current Procedural Terminology codes were used to determine if participants had at least one ED visit during a 24-month time frame beginning 1/1/2013. Comorbidities were identified using ICD-9 codes present before 2013. Separate logistic regressions were conducted for the overall number of comorbidities and categorized comorbidities, adjusting for age, race, and sex. RESULTS: Nearly 32% (n = 1,191) had at least one ED visit, with those Veterans having an average of 6.67 (SD=3.32) comorbidities. After adjusting for demographics, the number of comorbidities was a significant predictor of ED usage (aOR=1.20; 95% CI: 1.17, 1.23, p<.001). Several comorbidities emerged as independent contributors. CONCLUSIONS: All-cause ED utilization is prevalent in MS, with usage increasing in the presence of other chronic conditions. These findings underscore the need to view long-term MS care through the lens of chronic disease management.


Subject(s)
Multiple Sclerosis , Veterans , Chronic Disease , Comorbidity , Emergency Service, Hospital , Humans , Multiple Sclerosis/epidemiology , Multiple Sclerosis/therapy , Retrospective Studies , United States/epidemiology
9.
Arch Phys Med Rehabil ; 103(5): 915-920.e1, 2022 05.
Article in English | MEDLINE | ID: mdl-34695387

ABSTRACT

OBJECTIVES: (1) To identify the rate of short-notice canceled appointments in a large national sample of persons with multiple sclerosis (MS) and (2) examine the demographic and clinical factors associated with frequent cancellations. DESIGN: Retrospective cross-sectional cohort using electronic health records. SETTING: Veterans Health Administration. PARTICIPANTS: Veterans with MS (N=3742) who were part of the Veterans Health Administraiton's MS Center of Excellence Data Repository and (1) had at least one outpatient appointment at the VA in 2013, (2) were alive in 2015, and (3) were prescribed a disease modifying therapy (DMT). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Frequent short-notice cancellations, defined as >20% of scheduled appointments canceled with less than 24-hour notification over a 24-month period. This threshold was based on the definition of ≤80% for suboptimal treatment adherence. Several demographics and clinical variables were examined as potential explanatory factors. RESULTS: Approximately 75% (n=2827) had at least 1 short-notice cancellation, with more than 3% (n=117) categorized as frequent cancelers. The odds of frequent cancellations were greater in women (odds ratio [OR], 1.81; P=.004) and among 18- to 44-year-olds (OR, 2.77; P=.004) and 45- to 64-year-olds (OR, 2.49; P=.003) compared to those over 65. The odds were lower among persons who lived <25 miles away (OR, 0.58; P=.043) compared with persons who lived ≥75 miles away and those who had at least 1 emergency department visit (OR, 0.55; P=.012). CONCLUSIONS: Short-notice cancellations are common in persons with MS, although few have more than 20%. These findings highlight who is at greater risk for frequent cancellation and disruptions in their care. Although additional research is needed, the results provide insights into how clinics may approach handling frequent short-notice cancellations among persons with MS.


Subject(s)
Multiple Sclerosis , Veterans , Appointments and Schedules , Cross-Sectional Studies , Demography , Female , Humans , Male , Multiple Sclerosis/therapy , Retrospective Studies
10.
Am J Phys Med Rehabil ; 101(4): 405-409, 2022 04 01.
Article in English | MEDLINE | ID: mdl-34347626

ABSTRACT

ABSTRACT: Fatigue is one of the most common and disabling symptoms of multiple sclerosis. A recent randomized controlled trial comparing a fatigue self-management program and a general multiple sclerosis education program found that both programs improved fatigue in participants with multiple sclerosis. Participants were randomized to a self-management program (fatigue: take control, n = 109) or a multiple sclerosis education program (multiple sclerosis: take control, n = 109). This secondary analysis of that trial used multilevel moderation analysis to examine moderators of treatment-related effects on fatigue (Modified Fatigue Impact Scale) from baseline through the 6-mo follow-up. The following potential treatment moderators were examined: age, sex, cohabitation/marital status, and baseline levels of self-efficacy, depression symptoms, and sleep quality. Cohabitation status (living with or without a spouse/partner) interacted with intervention group and time to predict fatigue impact (P = 0.04). Fatigue: take control participants who lived with a spouse/partner showed a marginal effect in greater rate of improvement in fatigue compared with those who lived alone (P = 0.08). However, rates of improvement in fatigue in multiple sclerosis: take control participants were similar in those living with or without a spouse/partner. These findings suggest that living with a spouse or partner may facilitate benefit from self-management interventions for multiple sclerosis-related fatigue. Future research should investigate the contribution of supportive others in self-management of fatigue in multiple sclerosis.


Subject(s)
Multiple Sclerosis , Self-Management , Fatigue/etiology , Fatigue/therapy , Humans , Multiple Sclerosis/complications , Quality of Life , Self Efficacy
11.
JAMIA Open ; 4(3): ooaa067, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34514349

ABSTRACT

OBJECTIVES: Persons with multiple sclerosis (MS) can face a number of potential healthcare-related barriers, for which mobile health (mHealth) technology can be potentially beneficial. This review aimed to understand the frequency, current uses, and potential barriers with mHealth usage among persons with MS. METHODS: A query string was used to identify articles on PubMed, MEDLINE, CINAHL, and IEEE Xplore that were published in English between January 2010 and December 2019. Abstracts were reviewed and selected based on a priori inclusion and exclusion criteria. Fifty-nine peer-reviewed research studies related to the study questions are summarized. RESULTS: The majority of persons with MS were reported as using smartphones, although rates of mHealth utilization varied widely. mHealth usage was grouped into 3 broad categories: (1) disability and symptom measurement; (2) interventions and symptom management; and (3) tracking and promoting adherence. While there have been an increasing number of mHealth options, certain limitations associated with MS (eg, poor dexterity, memory problems) may affect usage, although including persons with MS in the design process can address some of these issues. DISCUSSION: Given the increased attention to mHealth in this population and the current need for telehealth and at home devices, it is important that persons with MS and healthcare providers are involved in the development of new mHealth tools to ensure that the end product meets their needs. Considerations for addressing the potential mHealth use barriers in persons with MS are discussed.

12.
Arch Phys Med Rehabil ; 101(7): 1138-1143, 2020 07.
Article in English | MEDLINE | ID: mdl-32325161

ABSTRACT

OBJECTIVES: To examine risk factors in the year before suicide in a national sample of United States veterans with multiple sclerosis (MS), as well as means of suicide and receipt of mental health services prior to death. DESIGN: Case control study. Individuals in the Veterans Affairs MS National Data Repository were linked to the National Death Index Plus to obtain death records, including specific causes of death. Participants were veterans with MS who died by suicide and randomly selected nonsuicide MS controls (5 per participant) who were alive at the time of the index suicide. Mental health disorders and medical comorbidities were identified in the year before death for suicides and during the identical time period for controls. SETTING: Veterans Health Administration. PARTICIPANTS: Veterans (N=426) who received treatment for MS in the United States Veterans Health Administration between 1999 and 2011. There were 71 deaths by suicide and 355 randomly selected controls. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: Suicide. RESULTS: Results from the adjusted multivariable model suggest that the following factors were associated with an increased risk for suicide: male sex (odds ratio [OR], 3.60; 95% confidence interval [CI], 1.35-9.42), depression (OR, 1.82; 95% CI, 1.03-3.23), and alcohol use disorder (OR, 3.10; 95% CI, 1.38-6.96). Half (50.7%) had a mental health appointment in the year before suicide. The primary means of suicide was by firearm (62.0%). CONCLUSIONS: Routine assessment of suicide risk in individuals with MS is warranted, particularly for those with recent history of depression or alcohol use disorder.


Subject(s)
Cause of Death , Mental Disorders/epidemiology , Mental Health Services/statistics & numerical data , Multiple Sclerosis/psychology , Suicide/statistics & numerical data , Veterans/psychology , Adult , Age Factors , Aged , Case-Control Studies , Databases, Factual , Female , Humans , Incidence , Male , Mental Disorders/diagnosis , Middle Aged , Multiple Sclerosis/diagnosis , Multiple Sclerosis/mortality , Multiple Sclerosis/therapy , Multivariate Analysis , Retrospective Studies , Risk Factors , Sex Factors , Survival Analysis , United States , United States Department of Veterans Affairs
14.
Fed Pract ; 37(Suppl 1): S18-S23, 2020 Apr.
Article in English | MEDLINE | ID: mdl-32341633

ABSTRACT

OBJECTIVE: To demonstrate the infrastructure and utility of an interactive health system database for multiple sclerosis (MS), we present the MS Surveillance Registry (MSSR) within the US Department of Veterans Affairs (VA). BACKGROUND: Disease specific databases can be helpful in the management of neurologic conditions but few are fully integrated into the electronic health record and linked to health system data. Creating a consistent information technology (IT) architecture and with ongoing support within disease specific registries has been a challenge. METHODS: Building the MSSR was initiated by an iterative process with an IT team and MS health care providers. A common registry platform shared by other VA disease specific registries (eg, traumatic brain injury and cancer) was used to develop the IT infrastructure. MS cases were entered online into the MS Assessment Tool at selected MS Centers of Excellence (MSCoE) clinics in the US. Other large VA databases linked to MSSR are reviewed. Patient demographic and clinical characteristics were compared and contrasted with the broader VA population and other US registry populations. RESULTS: We have enrolled 1,743 patients with MS in the MSSR through fiscal year 2019 from selected MS regional programs in the VA MSCoE network. The mean age of patients was 56.0 years, with a 2.7 male:female ratio. Among those with definite MS, the mean European Database for MS Disability Score was 4.7 and 75% had ever used an MS disease modifying therapy. A summary electronic dashboard was developed for health care providers to easily access demographic and clinical data for individuals and groups of patients. Data on comorbid conditions, pharmacy and prosthetics utilization, outpatient clinic visits, and inpatient admission were documented for each patient. CONCLUSIONS: The MSSR is a unique electronic database that has enhanced clinical management of MS and serves as a national source for clinical outcomes.

15.
Arch Phys Med Rehabil ; 101(5): 807-814, 2020 05.
Article in English | MEDLINE | ID: mdl-31809751

ABSTRACT

OBJECTIVE: To determine which factors are associated with suboptimal disease-modifying therapy (DMT) adherence and to develop an explanatory model that could be used to identify individuals at risk and potentially inform interventions. DESIGN: Cross-sectional cohort study using electronic health records. SETTING: Veterans Health Administration (VA). PARTICIPANTS: Veterans with multiple sclerosis (MS) (N=2939; 79.69% men) who received care through the VA and were included in the VA MS Center of Excellence Data Repository. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Suboptimal DMT adherence (<80%), demographics, co-occurring conditions, and health care use. RESULTS: Nearly 31% of participants had suboptimal adherence. Flags for suboptimal adherence included >20% missed appointments (odds ratio [OR], 3.78; 95% CI, 2.45-2.82), traumatic brain injuries (OR, 1.55; 95% CI, 1.12-2.14), age younger than 59 years (OR, 1.47; 95% CI, 1.23-1.74), ≥1 emergency department visits (OR, 1.40; 95% CI, 1.18-1.67), mood disorders (ie, depressive and bipolar disorders) (OR, 1.40; 95% CI, 1.18-1.66), and service connection (OR, 1.22; 95% CI, 1.01-1.47). Hyperlipidemia (OR, 0.77; 95% CI, 0.65-0.92) and being issued a wheelchair (OR, 0.83; 95% CI, 0.70-1.00) were associated with lower risk. CONCLUSIONS: Suboptimal adherence to DMTs continues to be an issue. Interventions that focus on person-level barriers should be urgently explored to increase adherence and improve self-management abilities.


Subject(s)
Immunologic Factors/therapeutic use , Medication Adherence/statistics & numerical data , Multiple Sclerosis/drug therapy , Veterans , Age Factors , Brain Injuries, Traumatic/epidemiology , Cohort Studies , Cross-Sectional Studies , Electronic Health Records , Emergency Service, Hospital/statistics & numerical data , Female , Humans , Male , Middle Aged , Mood Disorders/epidemiology , Multiple Sclerosis/epidemiology , No-Show Patients/statistics & numerical data , Risk Factors , United States/epidemiology
16.
Mult Scler Relat Disord ; 38: 101513, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31756611

ABSTRACT

BACKGROUND: Missed appointments can have negative effects on several facets of healthcare, including disruption of services, worse patient health outcomes, and increased costs. The influence of demographic and clinical factors on missed appointments has been studied in a number of chronic conditions, but not yet in multiple sclerosis (MS). Engagement in healthcare services is a particular concern with this population, given the complexity of the condition. Furthermore, excessive missed appointments has emerged as a risk factor for suboptimal adherence to disease modifying therapies (DMTs), prompting further exploration into this issue and whether a tool could be developed to triage possible interventions for persons with MS on DMTs who are missing their appointments. As such, this study aimed to investigate the rate and factors associated with missed appointments among a large national sample of persons with MS and develop a predictive model of excessive missed appointments. METHODS: Administrative data from 01/01/2013 to 12/31/2015 were extracted from the VA MS Center of Excellence Data Repository. Variables not related to excessive missed appointments, defined as missing more than 20% of scheduled appointments, in bivariate analyses (p > 0.20) were excluded. Remaining baseline co-occurring conditions, demographic, and healthcare utilization variables were entered into a logistic regression model, using a backward elimination criteria of p < 0.05. Calibration and discrimination of the model were assessed. An initial predictive score was generated based on the value of the variable and its ß-value from the final model. RESULTS: The number of missed appointments ranged from 0 to 84 over a two-year period. Over 59% missed at least one appointment, though only 4.28% had excessive missed appointments. Seven variables were retained in the model: adherence to DMTs, age, distance, histories of post-traumatic stress disorder, congestive heart failure, and chronic obstructive pulmonary disease, and emergency visits. Predictive scores ranged from -6.42 to 0.96 (M = -2.61, SD = 1.15). The final model had good discrimination, calibration, and fit. CONCLUSIONS: By using this model and accompanying score, clinicians could have a good chance of predicting individuals who will miss more than 20% of their appointments and triaging interventions.


Subject(s)
Appointments and Schedules , Immunologic Factors/therapeutic use , Medication Adherence/statistics & numerical data , Models, Theoretical , Multiple Sclerosis/therapy , No-Show Patients/statistics & numerical data , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Multiple Sclerosis/drug therapy , United States , United States Department of Veterans Affairs/statistics & numerical data , Young Adult
17.
Disabil Health J ; 12(4): 635-640, 2019 10.
Article in English | MEDLINE | ID: mdl-31097413

ABSTRACT

BACKGROUND: Depression is a common comorbid condition among individuals with multiple sclerosis (MS) and is associated with greater overall disease burden and lower quality of life. Numerous clinical trials have supported physical activity interventions versus education, usual care, and attention control conditions for improving depressive symptoms in individuals with MS. However, little is known about the psychological mechanisms that may underlie physical activity-related improvements in depression. Behavioral activation posits that depression may stem from a reduction or loss of personally meaningful and rewarding activity. The process of behavioral activation involves re-engaging with these experiences. Behavioral activation might represent one mechanism by which physical activity interventions improve depression. OBJECTIVE: To examine behavioral activation as a mechanism mediating the effects of physical activity intervention on depressive symptom improvement in individuals with MS. METHODS: Mediational path analysis using data from a randomized controlled trial (N = 64) comparing telephone-based physical activity counseling (TC) to education (EC). RESULTS: Participation in TC resulted in greater improvements in behavioral activation from months 0-3. Improvements in behavioral activation were associated with fewer baseline-adjusted depressive symptoms at month 6. The corresponding indirect (mediational) pathway was significant. CONCLUSION: Behavioral activation may represent one mechanism by which physical activity improves depression in MS. Future physical activity trials should capitalize on this relationship and place additional emphasis on identifying and engaging in personally meaningful life activity. Future trials of therapies focused on behavioral activation might benefit from encouraging physical activity goals. TRIAL REGISTRATION: Trial Registration clinicaltrials.gov Identifier: NCT01198977.


Subject(s)
Behavior Therapy/methods , Counseling , Depression/therapy , Disabled Persons/psychology , Exercise/psychology , Multiple Sclerosis/psychology , Quality of Life , Activities of Daily Living , Adult , Counseling/methods , Depression/etiology , Depressive Disorder/etiology , Depressive Disorder/therapy , Female , Humans , Male , Middle Aged , Multiple Sclerosis/complications , Patient Education as Topic , Telephone
18.
Spine (Phila Pa 1976) ; 44(17): 1220-1227, 2019 Sep 01.
Article in English | MEDLINE | ID: mdl-30985567

ABSTRACT

STUDY DESIGN: A longitudinal cotwin control study of the Vietnam Era Twin Registry. OBJECTIVE: The aim of this study was to examine the association of post-traumatic stress disorder (PTSD) symptoms with incident chronic back pain (CBP), while controlling for genetic factors and early family environment. SUMMARY OF BACKGROUND DATA: It is unknown whether PTSD symptoms are associated with an increased incidence of CBP. METHODS: In 2010 to 2012, a baseline survey was undertaken as part of a large-scale study of PTSD. Study participants completed the PTSD Symptom Checklist (PCL) and a self-report measure of CBP. In 2015 to 2017, a follow-up survey was sent to all 171 monozygotic (MZ) twin pairs (342 individuals) where both cotwins had no history of CBP at baseline, but only one cotwin in the pair met criteria for having current PTSD symptoms (one twin with PCL <30 and the cotwin with PCL ≥30). No other inclusion/exclusion criteria were applied. CBP at 5-year follow-up was defined as back pain of duration ≥3 months in the low back or mid/upper back. Covariates included age, race, education, income, Veterans Affairs health care use, disability compensation, smoking, body mass index, and depression. Statistical analysis estimated the cumulative incidence of CBP according to baseline PTSD symptoms. Risk ratios (RRs) and 95% confidence intervals (95% CIs) were estimated in matched-pair cotwin control analyses adjusting for familial factors. RESULTS: Among 227 males completing 5-year follow-up, including 91 MZ twin pairs, the mean age was 62 years. Five-year incidence of CBP in those without and with baseline PTSD symptoms was 40% and 60%, respectively. Baseline PTSD symptoms were significantly associated with incident CBP in crude and multivariable-adjusted within-pair analyses (RR 1.6, 95% CI 1.2-2.1; P = 0.002). CONCLUSION: PTSD symptoms were associated with an increased incidence of CBP, without confounding by genetic factors or early family environment. PTSD symptoms may be a modifiable risk factor for prevention of CBP. LEVEL OF EVIDENCE: 3.


Subject(s)
Back Pain , Chronic Pain , Stress Disorders, Post-Traumatic , Twins, Monozygotic/statistics & numerical data , Veterans/statistics & numerical data , Back Pain/complications , Back Pain/epidemiology , Chronic Pain/complications , Chronic Pain/epidemiology , Humans , Longitudinal Studies , Male , Middle Aged , Stress Disorders, Post-Traumatic/complications , Stress Disorders, Post-Traumatic/epidemiology
19.
Mult Scler ; 25(2): 275-285, 2019 02.
Article in English | MEDLINE | ID: mdl-29226778

ABSTRACT

BACKGROUND: Fatigue occurs in 75%-95% of people with multiple sclerosis (MS) and is frequently reported as the most disabling symptom. A multicomponent group program of six weekly 2-hour sessions, Fatigue: Take Control (FTC), was developed from an international MS fatigue management guideline. OBJECTIVE: To determine whether FTC is associated with greater improvements in fatigue than MS: Take Control (MSTC), a similarly structured general MS education program. METHODS: This four-site, parallel, single-blind, randomized controlled trial compared FTC and MSTC in 204 ambulatory participants with MS. The primary outcome, the Modified Fatigue Impact Scale (MFIS), and secondary outcomes of self-efficacy, physical activity, sleep, and medications were assessed at baseline, program completion, and 3 and 6 months later. RESULTS: Mean MFIS scores improved in both groups between baseline and program completion (FTC -4.4, p < 0.001; MSTC -3.8, p < 0.001), between baseline and 3 months after program completion (FTC -3.2, p = 0.01; MSTC -3.3, p = 0.01), and between baseline and 6 months after program completion (FTC -5.2, p < 0.001; MSTC -4.8, p < 0.001). These improvements were not statistically different between groups ( p = 0.64, 0.92, and 0.82, respectively). CONCLUSION: Participation in FTC modestly improved self-reported fatigue for up to 6 months. This improvement did not differ significantly from that occurring with the control program.


Subject(s)
Fatigue/etiology , Multiple Sclerosis/complications , Patient Education as Topic/methods , Adult , Aged , Female , Humans , Male , Middle Aged , Single-Blind Method
20.
Disabil Health J ; 12(1): 43-50, 2019 01.
Article in English | MEDLINE | ID: mdl-30115584

ABSTRACT

BACKGROUND: Obesity and inactivity are common and burdensome for people with lower extremity amputation (LEA). The extent to which home-based physical activity/weight management programs are effective and safe for people with LEA is unknown. Translating effective interventions for understudied disability groups is needed. OBJECTIVE: To test the feasibility, acceptability, and safety of a weight management and physical activity intervention and obtain preliminary efficacy estimates for changes in weight, body composition, and physical functioning. METHODS: Eligibility criteria included: LEA ≥1 year prior, 18-69 years of age, overweight or obese and living in the Seattle area. The intervention arm received self-monitoring tools (e.g., pedometer, scale) and written materials, a single exercise counseling home visit by a physical therapist, and up to 11 telephone calls from a health coach over 20 weeks that involved motivational interviewing to set specific, attainable, and measurable goals. The self-directed control group received the same tools and materials but no home visit or coaching calls. RESULTS: Nineteen individuals consented to participate, 15 were randomized (mean age = 56, 73% male, 80% transtibial amputation) and 11 completed 20-week follow-up assessments. The intervention was acceptable and safe. Coached participants had greater decreases in waist circumference (mean difference between groups over 20 weeks, baseline values carried forward: -4.3 cm, 95% CI -8.2, -0.4, p = 0.03) and fat mass (-2.1 kg, 95% CI -3.8, -0.4, p = 0.02). CONCLUSIONS: The home-based intervention was promising in terms of efficacy, safety and acceptability. Inclusion of multiple trial centers and increased use of technology may facilitate recruitment and retention.


Subject(s)
Amputation, Surgical , Counseling/methods , Disabled Persons , Health Promotion/methods , Lower Extremity , Obesity/therapy , Weight Reduction Programs , Actigraphy , Adipose Tissue/metabolism , Adult , Aged , Body Weight , Diet , Exercise , Female , Humans , Male , Middle Aged , Motivational Interviewing , Obesity/complications , Obesity/metabolism , Overweight , Pilot Projects , Telephone , Waist Circumference
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