Trajectories in the Course of Life Satisfaction After Spinal Cord Injury: Identification and Predictors

Reciprocal association between pain and quality of life after newly acquired spinal cord injury

PURPOSE

Pain is highly prevalent in spinal cord injury (SCI) and a key determinant of quality of life (QoL). This is the first study to examine reciprocal associations between pain and QoL in patients undergoing their first inpatient rehabilitation after SCI.

METHODS

Longitudinal data, with three measurement time points (1 month and 3 months after SCI onset, and at discharge from inpatient rehabilitation) from the Inception Cohort of the Swiss Spinal Cord Injury Cohort Study. Participants were 381 individuals aged ≥ 16 years with a newly diagnosed traumatic or non-traumatic SCI. 75.1% were male and the average age was 53.2 years. Random intercept cross-lagged panel models were conducted to examine the reciprocal association between pain intensity and QoL, as measured with the International SCI QoL Basic Data Set three individual items (satisfaction with life, physical health, and psychological health) and total score (mean of the three individual items).

RESULTS

Both item and total QoL scores increased over time. 1 month: 5.3 (SD = 2.7), 3 months: 5.9 (SD = 2.3), discharge: 6.6 (SD = 2.0). Participants reported relatively low levels of pain intensity that remained stable over the course of inpatient rehabilitation. 1 month: 2.7 (SD = 2.3), 3 months: 2.6 (SD = 2.4), discharge: 2.7 (SD = 2.5). There were no significant cross-lagged associations between QoL and pain intensity across time.

CONCLUSION

Results indicate that pain intensity does not predict changes in QoL during first rehabilitation, and vice versa. Associations between pain intensity and QoL reported by previous studies may be attributable to individual characteristics and timely events that simultaneously influence pain and QoL.

Reciprocal association between social support and psychological distress in chronic physical health conditions: A random intercept cross-lagged panel model

The onset of a chronic physical health condition (CHC) can highly impact individuals' well-being and mental health. Social support has been shown to help people rebound after the onset of a CHC. Nonetheless, little is known about the longitudinal pattern of social support and its reciprocal association with mental health in CHC. This study aimed to illustrate the longitudinal pattern of perceived social support and to examine the reciprocal association between perceived social support and psychological distress across 6 years. Two random intercept cross-lagged panel models were conducted, one for emotional and one for practical support, using yearly assessments of 582 Swiss Household Panel's participants reporting a CHC. A reciprocal association was found, with psychological distress 1 year after the onset being linked to less emotional support in the following year and vice versa, more emotional support being linked to less psychological distress the following year. A unidirectional association was found for practical support, with more psychological distress 1 year before the CHC onset being linked to more practical support at the onset year. This study underlines the importance of involving the social environment of individuals living with a CHC, especially around the first year after the onset.

Pain and quality of life in persons with spinal cord injury: Mediating effects of mindfulness, self-efficacy, social support, and functional independence

OBJECTIVE

To identify mediating roles of mindfulness, self-efficacy, social support, and functional independence in the relationship between pain and quality of life (QOL) in persons with spinal cord injury (SCI).

METHODS

A cross-sectional descriptive study was conducted using a sample of 272 persons with SCI living in the United States. The participants completed self-report standardized questionnaires on a Qualtrics survey. A parallel mediation analysis adjusting for covariates was performed to test the hypotheses.

RESULTS

Findings showed significant direct effects of pain on functional independence, self-efficacy, mindfulness, and social support. Self-efficacy, mindfulness, and social support had significant direct effects on QOL. In the mediation analysis, mindfulness, self-efficacy, and social support significantly mediated the relationship between pain and QOL, controlling for other variables in the model.

CONCLUSIONS

This study adds to the extant literature by providing evidence that mindfulness, self-efficacy, and social support not only directly contribute to QOL but are likely to mitigate the negative effect of pain on QOL in persons with SCI. Identifying these potential factors that can assuage the adverse effects of pain on QOL is a first step toward active intervention to facilitate the adjustment of persons with SCI.

Is Spending Nights Away From Home Associated With Participation and Life Satisfaction After Spinal Cord Injury? A Longitudinal Perspective

Background

Community reintegration after SCI rehabilitation consists of readjustment not only to the home setting but also to the social and occupational spheres, which often require people to spend nights away from home. Because community reintegration contributes to life satisfaction after SCI, it is necessary to investigate how travel participation is related to occupational and social participation and life satisfaction. Additionally, better management of the long-term effects of SCI requires better understanding of the changes in participation and life satisfaction over time.

Objectives

To examine how participation and life satisfaction change over time following SCI, and to investigate whether spending nights away from home is associated with occupational and social participation and life satisfaction over time.

Methods

This is a longitudinal analysis of data extracted from the publicly available database of Spinal Cord Model Systems from 1996 to 2016. A generalized linear mixed model was developed to examine the changes of outcome variables over time while controlling demographic variables.

Results

Travel and social participation declined while life satisfaction increased as people lived longer with SCI, controlling for confounders. No significant change was identified in occupational participation. Spending nights away from home was significantly and positively associated with social and occupational participation and life satisfaction over time. Although travel participation of people with SCI declined over time, its association with social participation strengthened as the number of postinjury years increased.

Conclusion

Travel participation plays an important role in successful community reintegration. Rehabilitation services and travel services should provide training and resources on travel after SCI for improved participation and life satisfaction.

Responsiveness of the International Spinal Cord Injury Quality of Life Basic Data Set V2.0: An international longitudinal study

CONTEXT/OBJECTIVE

Examine the sensitivity of the International Spinal Cord Injury Quality of Life Basic Data Set V2.0 (QoL-BDS V2.0) to reflect changes in mobility and secondary health conditions (SHCs) between inpatient rehabilitation and one-year follow-up.

DESIGN

International longitudinal study. Questionnaires were administered at baseline (Median 6 weeks, inter-quartile range 4-10 weeks post-onset) and after 12 months.

SETTING

Spinal cord rehabilitation institutions in the US, Brazil, Australia and the Netherlands.

PARTICIPANTS

: Individuals with recent onset of spinal cord injury or disease (SCI/SCD) admitted to inpatient rehabilitation.

OUTCOME MEASURES

The QoL-BDS V2.0, comprises four items on satisfaction with 'life as a whole', 'physical health', 'psychological health', and 'social life'. Mobility level was measured with a single item and SHCs with the SCI Secondary Conditions Scale (SCI-SCS).

RESULTS

Of the 160 participants, 61% had SCI, 48% had tetraplegia and 82% were wheelchair-users. Scores on 'life as a whole', 'physical health' and the total scale were significantly higher at follow-up compared to baseline in the total sample and the SCD subgroup, but not in the SCI subgroup. Increases in 'physical health', 'psychological health', 'social life' and the total score were significantly associated with improvements in the SCI-SCS or mobility scores. Participants with improved SCI-SCS and mobility at follow-up showed significantly more improvement in satisfaction with social life and the total score compared to participants without such favorable changes.

CONCLUSION

The results of this study provide partial evidence of responsiveness of the QoL-BDS V2.0 total score as a measure of QoL among individuals with SCI/SCD.

Life satisfaction 18 months and 10 years following spinal cord injury: results from a New Zealand prospective cohort study

PURPOSE

To examine the life satisfaction outcomes after spinal cord injury (SCI) and to identify the factors associated with life satisfaction at 18 months and 10 years post-SCI in New Zealand (NZ).

METHODS

Adults (16-64 years) were recruited between 2007 and 2009 from NZ's two spinal units following first admission for SCI. Interviews at 6 months, 18 months, and 10 years post-SCI examined demographic, physical, psychosocial, economic, and environmental characteristics. Multivariable regression models were used to identify predictors of life satisfaction at each timepoint.

RESULTS

Overall, 118 people participated at 6 months, 103 at 18 months, and 63 at 10 years post-SCI. Pre-SCI, 90% of participants were satisfied with life, 67% were satisfied at 18 months, and 78% at 10 years. At 18 months post-SCI, participants who reported: never or sometimes using a wheelchair, no problems with self-care, no problems with anxiety or depression, no/lesser disability, or fewer secondary health conditions (SHCs) at 6 months post-SCI were more likely to be satisfied (p < 0.05), compared to those without these characteristics. Participants who experienced considerable disability at 6 months post-SCI were 22% less likely to be satisfied 10 years post-SCI compared to those experiencing no/lesser disability (p = 0.028).

CONCLUSIONS

A higher proportion of participants were satisfied at both 18 months and 10 years post-SCI than not satisfied. To improve the likelihood of satisfaction with life, increased focus on reducing disability and providing supports for those using wheelchairs, experiencing anxiety/depression or problems with self-care, and effects of SHCs are promising for future potential interventions.

Telepsychology for Individuals With Spinal Cord Injury: Protocol for a Randomized Control Study of Video-Based Cognitive Behavioral Therapy

Background

A substantial proportion of individuals with spinal cord injury (SCI) experience depression, which has been negatively associated with recovery and community participation after injury. Despite significant barriers to seeking and receiving in-person mental health care, little research has focused on the efficacy of telepsychology among individuals with SCI.

Objectives

To describe the design and implementation of an ongoing single-center, randomized controlled, video-based cognitive behavioral therapy (CBT) intervention among individuals with SCI.

Methods

Participants within 1 year of SCI will be randomized 1:1 to intervention or usual care in a 24-week study. Intervention participants will engage in 10 sessions of CBT over 12 weeks with a licensed clinical psychologist, using iPads via Apple FaceTime. Primary outcomes are depressive symptomatology, anxiety, and life satisfaction (as measured by the Patient Health Questionnaire-9, Generalized Anxiety Disorder-7 and Satisfaction with Life Scale, respectively) measured at three time points (baseline, 12 weeks, and 24 weeks). These and other measures are also assessed during monthly telephone surveys conducted between primary timepoints.

Results

Recruitment is ongoing. Forty-six participants have been enrolled thus far.

Conclusion

Telepsychology is a convenient, flexible, and effective alternative to traditional in-person services. We anticipate that intervention participants will experience improvements in depressive and anxiety symptoms and will have greater life satisfaction. Telepsychology interventions among individuals with SCI are tasked to maintain participant privacy, provide assistive technology and/or engage caregivers to minimize mobility limitations, and manage risk remotely. Challenges encountered include recruitment during the COVID-19 pandemic. Early intervention on symptoms of psychological morbidity using telepsychology may facilitate greater adaptation following SCI.

The role of mindfulness in quality of life of persons with spinal cord injury: a cross-sectional study

BACKGROUND

Quality of life is considered the most overarching psychosocial adaptation outcome following the rehabilitation of persons with spinal cord injury. Literature suggests that the quality of life of persons with spinal cord injury is determined by many personal and psychological factors, including mindfulness. This study aimed to identify the direct and indirect effect of mindfulness on the quality of life of persons living with spinal cord injury.

METHODS

Participants consisted of 231 members of three spinal cord injury organizations in the United States: United Spinal Association, North American Spinal Cord Injury Consortium, and Paralyzed Veterans of America-Wisconsin Chapter. The participants completed a set of standardized self-report questionnaires in an online Qualtrics survey. A hierarchical regression analysis was performed to identify the contribution of mindfulness to quality of life, controlling for sociodemographic and injury-related factors. A serial mediation analysis was performed to examine the indirect effect of mindfulness on quality of life.

RESULTS

In the hierarchical regression analysis, sociodemographic and injury-related factors (i.e., age, gender, race, marital status, education, employment, level and completeness of injury, comorbidities, frequency of hospitalization, pain intensity, and functional limitation) and mindfulness explained 59% variance on quality of life of the participants with spinal cord injury. Mindfulness uniquely contributed to the higher quality of life above and beyond sociodemographic and injury-related variables. In the serial mediation analysis, pain and functional limitation did not significantly mediate the relationship between mindfulness and quality of life. However, the indirect effects of mindfulness on functional limitation and quality of life through pain were significant.

CONCLUSION

The findings underscore the vital role of mindfulness in improving the quality of life of persons with spinal cord injury. Implications of these findings for future research and clinical practice are discussed.

Relationship of patient characteristics and inpatient rehabilitation services to 5-year outcomes following spinal cord injury: A follow up of the SCIRehab project

OBJECTIVE

To examine associations of patient characteristics and treatment quantity delivered during inpatient spinal cord injury (SCI) rehabilitation with outcomes at 5 years post-injury and compare them to the associations found at 1 year post-injury.

DESIGN

Observational study using Practice-Based Evidence research methodology in which clinicians documented treatment details. Regression modeling was used to predict outcomes.

SETTING

Five inpatient SCI rehabilitation centers in the US.

PARTICIPANTS

Participants were 792 SCIRehab participants who were >12 years of age, gave informed consent, and completed both a 1-year and 5-year post-injury interview.

OUTCOME MEASURES

Outcome data were derived from Spinal Cord Injury Model Systems (SCIMS) follow-up interviews at 5 years post-injury and, similar to the 1-year SCIMS outcomes, included measures of physical independence, societal participation, life satisfaction, and depressive symptoms, as well as place of residence, school/work attendance, rehospitalization, and presence of pressure ulcers.

RESULTS

Consistent with 1-year findings, patient characteristics continue to be strong predictors of outcomes 5-years post-injury, although several variables add to the prediction of some of the outcomes. More time in physical therapy and therapeutic recreation were positive predictors of 1-year outcomes, which held less true at 5 years. Greater time spent with psychology and social work/case management predicted greater depressive symptomatology 5-years post-injury. Greater clinician experience was a predictor at both 1- and 5 -years, although the related positive outcomes varied across years.

CONCLUSION

Various outcomes 5-years post-injury were primarily explained by pre-and post-injury characteristics, with little additional variance offered by the quantity of treatment received during inpatient rehabilitation.

Identification of Classes of Functioning Trajectories and Their Predictors in Individuals With Spinal Cord Injury Attending Initial Rehabilitation in Switzerland

Objectives

To identify classes of functioning trajectories in individuals with spinal cord injury (SCI) undergoing initial rehabilitation after injury and to examine potential predictors of class membership to inform clinical planning of the rehabilitation process.

Design

Longitudinal analysis of the individual's rehabilitation stay using data from the Inception Cohort of the Swiss Spinal Cord Injury Cohort Study (SwiSCI).

Setting

Initial rehabilitation in specialized centers in Switzerland.

Participants

Individuals with newly acquired SCI (N=748; mean age, 54.66±18.38y) who completed initial rehabilitation between May 2013 and September 2019. The cohort was primarily composed of men (67.51%), persons with paraplegia (56.15%), incomplete injuries (67.51%), and traumatic etiologies (55.48%).

Interventions

Not applicable.

Main Outcome Measures

Functioning was operationalized with the interval-based sum score of the Spinal Cord Independence Measure version III (SCIM III). For each individual, the SCIM III sum score was assessed at up to 4 time points during rehabilitation stay. The corresponding time of assessment was recorded by the difference in days between the SCIM III assessment and admission to the rehabilitation program.

Results

Latent process mixed model analysis revealed 4 classes of functioning trajectories within the present sample. Class-specific predicted mean functioning trajectories describe stable high functioning (n=307; 41.04%), early functioning improvement (n=39; 5.21%), moderate functioning improvement (n=287; 38.37%), and slow functioning improvement (n=115; 15.37%), respectively. Out of 12 tested factors, multinomial logistic regression showed that age, injury level, injury severity, and ventilator assistance were robust predictors that could distinguish between identified classes of functioning trajectories in the present sample.

Conclusions

The current study establishes a foundation for future research on the course of functioning of individuals with SCI in initial rehabilitation by identifying classes of functioning trajectories. This supports the development of specifically tailored rehabilitation programs and prediction models, which can be integrated into clinical rehabilitation planning.

The experience and perspective of people with spinal cord injury about well-being interventions: a systematic review of qualitative studies

PURPOSE

Promoting well-being is a key aim of rehabilitation. The intentional design of interventions to address well-being requires an understanding of the factors that affect this complex phenomenon. A growing body of qualitative literature has identified determinants that people with SCI report affect their well-being. It is unclear whether or how rehabilitation interventions can influence these well-being determinants. This study sought to explore the experience and perspective of people with SCI about interventions that target their well-being.

METHOD

Systematic search of seven databases. Deductive analysis to categorize findings related to well-being determinants, and further inductive coding to identify sub-themes, relationships and additional findings.

RESULTS

Twenty studies were selected, involving a wide range of interventions. Each intervention influenced a number of well-being determinants, which were inter-related. People with SCI reported improvements in both subjective and psychological well-being. However, well-being was not always well defined in the studies and people with SCI reported lack of priority for, and opportunity to engage in, well-being interventions in the current rehabilitation system.

CONCLUSIONS

Rehabilitation interventions can influence well-being determinants. These determinants form a useful framework for the intentional design of well-being interventions, which should be informed by a broad understanding of well-being.IMPLICATIONS FOR REHABILITATIONWell-being can be influenced by rehabilitation interventions, and a more explicit focus on well-being in intervention design and evaluation is recommended.Conceptual frameworks used to define and measure well-being should adopt a broad understanding of well-being.Well-being interventions should address the determinants identified by people with SCI (engaging in occupation, responsibility, values and perspectives, self-worth, self-continuity, relationships and the environment).People with SCI want a greater priority placed on well-being interventions, and more opportunities to engage in these interventions, especially in the community.

Preliminary psychometric analyses of the International Spinal Cord Injury Quality of Life Basic Data Set

STUDY DESIGN

Secondary psychometric analysis of cross-sectional previously collected data.

OBJECTIVES

Explore the floor and ceiling effects, convergent, and divergent validity of the International Spinal Cord Injury Basic Quality of Life Data Set (SCI QoL-BDS) in a sample of people with spinal cord damage (SCD) from different countries, with different causes (both traumatic and non-traumatic), and different settings.

SETTING

Community dwellers with SCD in Australia, Brazil, India, The Netherlands, and USA, and inpatient rehabilitation: India.

METHODS

Adults (>18 years) with chronic SCD with either traumatic or non-traumatic aetiologies living in the community (n = 624), in inpatient rehabilitation following the onset of SCI (India; n = 115) and able-bodied controls (Australia; n = 220) had the following data collected by survey or face-face interview: SCI QoL-BDS, demographic and clinical characteristics (e.g., age, gender, years post SCI/SCD, education, employment) and reference measures of quality of life, disability and depression.

RESULTS

For the whole sample, there were no notable floor or ceiling effects, internal consistency was good (Cronbach's alpha = 0.84) and the corrected item-total correlations generally were acceptable (all > 0.3 except for in Brazilian cohort). Convergent and divergent validity were largely confirmed though there were some aspects of validity that were suboptimal.

CONCLUSIONS

Only minor psychometric issues were identified. This preliminary analysis suggests that there are no reason for concern about the use of the SCI QoL-BDS for clinical or research purposes, notwithstanding the need for further studies.

Well on wheels intervention: Satisfaction with life and health for adults with spinal cord injuries

Objective/Background: To examine how demographic and injury characteristics identify satisfaction with life (SWL), and assess the differential effects of a wellness intervention by baseline SWL groups.Design: Baseline and longitudinal analysis of a randomized controlled pilot intervention using decision tree regression and linear mixed models.Setting: Community based.Participants: Seventy-two individuals with spinal cord injury (SCI) were randomized to an intervention group (n = 39) or control group (n = 33). Participants were aged 44.1 ± 13.0 years and 13.1 ± 10.6 years post-injury. Most participants were male (n = 50; 69.4%) and had paraplegia (n = 38; 52.7%). Participants were classified as high versus low SWL at baseline using a cutoff score of 20.Interventions: The intervention aimed to increase self-efficacy, and in turn, increase engagement in health-promoting behaviors related to SWL. Six 4-hour in-person workshops were conducted over a 3-month period led by experts and peer-mentors who were available for support.Outcome measure(s): Self-efficacy for health practices, secondary condition severity, health-promoting behaviors, perceived stress, and SWL.Results: At baseline, participants with low SWL were recently injured (<4.5 years), while persons with high SWL were married and younger (<49 years old). Intervention participants with low SWL at baseline significantly improved SWL over time compared to those with high SWL (P = 0.02).Conclusion: Certain injury and demographic characteristics were associated with SWL, and intervention participants with low SWL at baseline improved their SWL over 2 years. Healthcare providers should consider time post-injury, marital status, and age in identifying individuals at risk for low SWL that may benefit from wellness interventions.

Delayed pain decrease following M1 tDCS in spinal cord injury: A randomized controlled clinical trial

Despite some encouraging findings for the treatment of neuropathic pain in patients with spinal cord injury (SCI), transcranial direct current stimulation (tDCS) directed to the primary motor cortex (M1) has faced some mixed results. Prior to translating this technology to clinical care, consistent results and durable effects need to be found. We, therefore, aimed to assess the direct and long-term effects of tDCS on pain following SCI. We performed a two-phase randomized sham-controlled clinical trial where patients received 5days of tDCS followed by a 3-month follow-up period (Phase I); then, Phase II consisted of 10days of tDCS with an 8-week follow-up period. We assessed the level of pain with the Visual Analogue Scale (VAS). Patients' quality of life and life satisfaction were also evaluated. 33 patients were enrolled in Phase I and 9 in Phase II. We observed a treatment effect at 1-week follow-up for Phase I and at 4-week follow-up for Phase II. The overall level of pain was significantly lower for the active group, as compared to sham, in Phase II. Our exploratory study shows that tDCS does seem to be a promising tool to manage pain in patients with SCI and repeated stimulation sessions are needed to induce long-lasting effects. Based on our protocol, it appears that adding a second treatment period could induce long-lasting effects. Clinicaltrials.gov identification number: NCT01599767.

Essential gains and health after upper-limb tetraplegia surgery identified by the International classification of functioning, disability and health (ICF)

STUDY DESIGN

A questionnaire-based survey.

OBJECTIVES

To describe functional gains and health following upper-limb tetraplegia surgery using the International Classification of Functioning, Disability and Health (ICF) as a reference and to explore interconnections across different dimensions of functioning and health.

SETTING

A specialized center for advanced reconstruction of extremities at Sahlgrenska University Hospital, Gothenburg, Sweden.

METHODS

Fifty-seven individuals who participated in a satisfaction survey were included in the present study. Besides questions concerned with the respondents' satisfaction with different aspects of surgery, the measures included perceived overall health status (EQ-VAS) and achieved grip strength. Univariate analyses were used to explore interconnections between measures.

RESULTS

The gains could be subcategorized and linked to the ICF domains 'mobility', 'self-care', 'communication', 'domestic life', and 'community, social and civic life', with 'handling objects' and 'maneuvering a wheelchair' as the most frequently reported gains. The mean EQ-VAS score was 67±22. No significant correlation was shown between grip strength and activity gains, nor between grip strength and perceived overall health. The degree of satisfaction was, however, associated with self-reported overall health among participants.

CONCLUSION

The functional gains achieved after tetraplegia surgery could be applied to the ICF constructs' body functions/structures and activity with possible implications on participation. The overall health perception was relatively high and could be linked to the degree of satisfaction among participants. Muscle strength is not necessarily transferable to activity performance. This emphasizes the importance of addressing factors other than strength in the post-surgical rehabilitation and assessments.

Changes in pain and quality of life in depressed individuals with spinal cord injury: does type of pain matter?

OBJECTIVE

To examine the association of neuropathic and nociceptive pain severity and interference with quality of life (QoL) in persons with spinal cord injury (SCI) who underwent a randomized controlled 12-week trial of an antidepressant to treat depression. A secondary objective was to assess the effect of changes in pain on mobility and physical independence.

DESIGN

Multivariable ANCOVA models controlling for relevant demographic covariates, treatment condition, and baseline pain and QoL were used.

SETTING

Six rehabilitation centers.

PARTICIPANTS

Of the 133 persons who were randomized into the trial, 108 provided pain severity and interference ratings through follow-up.

INTERVENTIONS

Not applicable.

OUTCOME MEASURES

The Satisfaction with Life Scale and the physical and mental component summary scores of the 12-Item Short-Form Health Survey (SF-12). Secondary outcome measures included the mobility and physical independence subscales of the Craig Handicap Assessment and Reporting Technique (CHART).

RESULTS

Broadly, few associations between pain and QoL were evident. Results revealed relationships between lower baseline nociceptive pain interference and higher satisfaction with life and mental health-related QoL at 12 weeks. Similarly, lower neuropathic pain interference was associated with change in physical independence, but unrelated to mobility.

CONCLUSIONS

Pain interference over time may be differentially related to QoL outcomes based on the type of pain following SCI, but overall, there were no extensive relationships between pain and QoL in this sample of depressed persons with SCI.

Three-year trajectories of global perceived quality of life for youth with chronic health conditions

Purpose

Objectives of this longitudinal study were to examine 3-year trajectories of global perceived quality of life (QOL) for youth with chronic health conditions, as obtained from youth and parent reports, and to identify personal and environmental factors associated with the trajectory groups for each perspective.

Methods

Youth with various chronic conditions aged 11–17 years and one of their parents were recruited from eight children’s treatment centers. Latent class growth analysis was used to investigate perceived QOL trajectories (separately for youth and parent perspectives) over a 3-year period (four data collection time points spaced 12 months apart). Multinomial logistic regression was employed to identify factors associated with these trajectories.

Results

A total of 439 youth and one of their parents participated at baseline, and 302 (69 %) of those youth/parent dyads completed all four data collection time points. Two QOL trajectories were identified for the youth analysis: ‘high and stable’ (85.7 %) and ‘moderate/low and stable’ (14.3 %), while three trajectories were found for the parent analysis: ‘high and stable’ (35.7 %), ‘moderate and stable’ (46.6 %), and ‘moderate/low and stable’ (17.7 %). Relative to the ‘high and stable’ groups, youth with more reported pain/other physical symptoms, emotional symptoms, and home/community barriers were more likely to be in the ‘moderate and stable’ or ‘moderate/low and stable’ groups. Also, youth with higher reported self-determination, spirituality, family social support, family functioning, school productivity/engagement, and school belongingness/safety were less likely to be in the ‘moderate and stable’ or ‘moderate/low and stable’ groups, compared to the ‘high and stable’ groups.

Conclusion

Findings suggest that youth with chronic conditions experience stable global perceived QOL across time, but that some individuals maintain stability at moderate to moderate/low levels which is related to ongoing personal and environmental influences. Potential benefits of universal strategies and programs to safeguard resilience for all youth and targeted interventions to optimize certain youths’ global perceived QOL are indicated.

Electronic supplementary material

The online version of this article (doi:10.1007/s11136-016-1353-z) contains supplementary material, which is available to authorized users.

Depression Trajectories during the First Year after Traumatic Brain Injury

Major depression is prevalent after traumatic brain injury (TBI) and associated with poor outcomes. Little is known about the course of depression after TBI. Participants were 559 consecutively admitted patients with mild to severe TBI recruited from inpatient units at Harborview Medical Center, a Level I trauma center in Seattle, WA. Participants were assessed with the Patient Health Questionnaire-9 (PHQ-9) depression measure at months 1-6, 8, 10, and 12 post-injury. We used linear latent class growth mixture modeling (LCGMM) of PHQ-9 total scores to identify homogeneous subgroups with distinct longitudinal trajectories. A four-class LCGMM had good fit indices and clinical interpretability. Trajectory groups were: low depression (70.1%), delayed depression (13.2%), depression recovery (10.4%), and persistent depression (6.3%). Multinomial logistic regression analyses were used to distinguish trajectory classes based on baseline demographic, psychiatric history, and clinical variables. Relative to the low depression group, the other three groups were consistently more likely to have a pre-injury history of other mental health disorders or major depressive disorder, a positive toxicology screen for cocaine or amphetamines at the time of injury, and a history of alcohol dependence. They were less likely to be on Medicare versus commercial insurance. Trajectories based on LCGMM are an empirical and clinically meaningful way to characterize distinct courses of depression after TBI. When combined with baseline predictors, this line of research may improve our ability to predict prognosis and target groups who may benefit from treatment or secondary prevention efforts (e.g., proactive telephone counseling).

Access to surgical upper extremity care for people with tetraplegia: an international perspective

STUDY DESIGN

Survey.

OBJECTIVES

To determine whether upper extremity reconstruction in patients with tetraplegia is underutilized internationally and, if so, what are the barriers to care.

SETTING

International-attendees of a meeting in Paris, France.

METHODS

One hundred and seventy attendees at the Tetrahand meeting in Paris in 2010 were sent a 13-question survey to determine the access and utilization of upper limb reconstruction in tetraplegic patients in their practice.

RESULTS

Respondents ranged the globe including North America, South America, Europe, Asia and Australia. Fifty-nine percent of respondents had been practicing for more than 10 years. Sixty-four percent of respondents felt that at least 25% of people with tetraplegia would be candidates for surgery. Yet the majority of respondents found that <15% of potential patients underwent upper extremity reconstruction. Throughout the world direct patient referral was the main avenue of surgeons meeting patients with peer networking a distant second. Designated as the top three barriers to this care were lack of knowledge of surgical options by patients, lack of desire for surgery and poor referral patterns to appropriate upper extremity surgeons.

CONCLUSION

The results of this survey, of a worldwide audience, indicate that many of the same barriers to care exist regardless of the patient's address. This was a preliminary opinion survey and thus the results are subjective. However, these results provide a roadmap to improving access to care by improving patient education and interdisciplinary physician communication.

Quality of life in and after spinal cord injury rehabilitation: a longitudinal multicenter study

PURPOSE

To investigate the changes in quality of life (QOL) in persons with spinal cord injury (SCI) and their close persons during the first 2 years post injury.

METHOD

Longitudinal multiple sample multiple wave panel design. Data included 292 patients recruited from Austrian British German Irish and Swiss specialist SCI rehabilitation centers and 55 of their close persons. Questionnaire booklets were administered at 6 weeks 12 weeks 1 year and 2 years after injury to both samples.

RESULTS

Study 1 investigated the WHOQOL-BREF domains in individuals with SCI and found differences mostly in the physical domain indicating that QOL increases for persons with SCI from onset. An effect of the culture was observed in the psychological and environmental domains with higher QOL scores in the German-speaking sample. Study 2 compared individuals with SCI to their close persons and found differences in the physical environmental and social domains over time. The scores on the psychological dimension did not significantly differ between the persons with SCI and their close persons over time.

CONCLUSION

QOL measured by the WHOQOL-BREF shows that QOL changes during rehabilitation and after discharge. Apart from the physical dimension the persons with SCI and their close persons seem to experience a similar change in QOL. Further longitudinal research is suggested to clarify the mutual adjustment process of people with SCI and their close persons and to explore cultural differences in QOL between English-and German-speaking countries.

Trajectories of musculoskeletal shoulder pain after spinal cord injury: Identification and predictors

OBJECTIVE/BACKGROUND

Although shoulder pain is a problem in up to 86% of persons with a spinal cord injury (SCI), so far, no studies have empirically identified longitudinal patterns (trajectories) of musculoskeletal shoulder pain after SCI. The objective of this study was: (1) to identify distinct trajectories of musculoskeletal shoulder pain in persons with SCI, and (2) to determine possible predictors of these trajectories.

DESIGN/METHODS

Multicenter, prospective cohort study in 225 newly injured persons with SCI.

OUTCOME MEASURE

Shoulder pain was assessed on five occasions up to 5 years after discharge. Latent class growth mixture modeling was used to identify the distinct shoulder pain trajectories.

RESULTS

Three distinct shoulder pain trajectories were identified: (1) a "No or Low pain" trajectory (64%), (2) a "High pain" (30%) trajectory, and (3) a trajectory with a "Decrease of pain" (6%). Compared with the "No or Low pain" pain trajectory, the "High pain" trajectory consisted of more persons with tetraplegia, shoulder pain before injury, limited shoulder range of motion (ROM), lower manual muscle test scores, or more spasticity at t1. Multiple logistic regression analysis showed two significant predictors for the "High pain" trajectory (as compared with the "No or Low pain" trajectory): having a tetraplegia (odds ratio (OR) = 3.2; P = 0.002) and having limited shoulder ROM (OR = 2.8; P = 0.007).

CONCLUSION

Shoulder pain in people with SCI follows distinct trajectories. At risk for belonging to the "High pain" trajectory are persons with tetraplegia and those with a limited shoulder ROM at start of active rehabilitation.

Longitudinal relationship between wheelchair exercise capacity and life satisfaction in patients with spinal cord injury: A cohort study in the Netherlands

OBJECTIVE

To examine the relationship between wheelchair exercise capacity and life satisfaction in persons with spinal cord injury from the start of active inpatient rehabilitation up to 5 years after discharge.

DESIGN

Prospective cohort study.

SUBJECTS

Persons with spinal cord injury, aged 18-65 years, and wheelchair dependent at least for long distances.

METHOD

Measurements at the start of active rehabilitation, after 3 months, at discharge from inpatient rehabilitation, and 1 and 5 years after discharge. A peak wheelchair exercise test was performed to record peak oxygen uptake (VO2peak) and peak power output (POpeak). Life satisfaction was measured as current life satisfaction and change of life satisfaction in comparison with life after spinal cord injury. Relationships between (changes in) exercise capacity and (changes in) life satisfaction were analyzed random coefficient analysis, corrected for possible confounders (age, gender, level of lesion, functional status, secondary impairments, pain, and sports activity) if necessary.

RESULTS

Of 225 persons included, 130 attended two or more peak exercise tests, who were include in the analyses. Mean age at start was 39 years, 75% were male, 73% had paraplegia, and 76% had a traumatic lesion. Mean POpeak increased during the study from 32.9 to 55.9 Watts, mean VO2peak from 1.02 to 1.38 l/minute, and mean life satisfaction from 5.7 to 7.8. An increase of POpeak with 10 W was associated with a 0.3-point increase of life satisfaction (P = 0.01). An increase of VO2peak with 0.1 l/minute was associated with a 0.1-point increase of life satisfaction (P = 0.049). Conclusion High(er) wheelchair exercise capacity is related to high(er) life satisfaction in spinal cord injury patients.

Psychosocial outcomes following spinal cord injury in Iran

Objective/background In patients with spinal cord injury (SCI), SCI causes psychosocial complications that vary based on culture, conditions, and the amenities of each community. Health planners and social services should have full knowledge of these issues in order to plan schedules that address them. In this study, we aimed to understand the psychosocial problems of persons with SCI in Iran and to explore the requirements for minimizing these difficulties. Design This was a descriptive cross-sectional study. Setting Brain and Spinal Cord Injury Research (BASIR) Center, Tehran University of Medical Sciences, Tehran, Iran. Participants One hundred nineteen persons with SCI referred to BASIR clinic to receive outpatient rehabilitation. Methods In this study, trained interviewers administered a questionnaire to the participants. The questionnaire consisted of socio-demographic variables and psychosocial questions about finances, employment, housing, education, and social communication problems. Results Psychosocial problems for persons with SCI are mainly associated with financial hardship due to unemployment and the high cost of living, followed by difficulties with transportation, house modification, education, marriage, social communication, sports, and entertainment. Psychological problems include sadness, depression, irritability/anger, suicidal thoughts, and a lack of self-confidence. The levels of the aforementioned problems differ with respect to sex. Conclusion Persons suffering from SCI can face some serious psychosocial problems that may vary according to sex. For example, transportation difficulties can lead to problems such as unsociability. After recognizing these problems, the next step would be providing services to facilitate a productive lifestyle, enhancing social communication and psychological health, and ultimately creating a higher quality of life.

Trajectories in the course of body mass index after spinal cord injury

OBJECTIVE

To identify different trajectories of the course of body mass index (BMI) after spinal cord injury (SCI) and to study whether other cardiovascular risk factors (blood pressure, lipid profile) follow the same trajectories.

DESIGN

Multicenter prospective cohort study with measurements at the start of active rehabilitation, after 3 months, at discharge, and 1 and 5 years after discharge.

SETTING

Rehabilitation centers.

PARTICIPANTS

Persons with a recent SCI (N=204).

INTERVENTIONS

Not applicable.

MAIN OUTCOME MEASURE

BMI trajectories.

RESULTS

Three BMI trajectories were identified: (1) a favorable stable BMI during and after rehabilitation (± 22-23 kg/m(2)) (54%); (2) a higher but stable BMI during inpatient rehabilitation (± 24 kg/m(2)) and an increase after discharge (up to 29 kg/m(2)) (38%); and (3) an increase in BMI during inpatient rehabilitation (from ± 23 up to 28 kg/m(2)) and leveling off after discharge (8%). Profile analyses showed that an unfavorable change in BMI was not accompanied by clear unfavorable changes in blood pressure or lipid levels.

CONCLUSIONS

BMI in people with SCI follows distinct trajectories. Monitoring body mass, food intake, and daily physical activity during and especially after inpatient SCI rehabilitation is important to prevent obesity and related cardiovascular risk factors.

Pitfalls in subgroup analysis based on growth mixture models: a commentary on Van Leeuwen et al. (2012)

OBJECTIVES

This article is a brief commentary in response to "van Leeuwen et al. (Qual Life Res 21:1499-1508, 2012)"

METHODS AND RESULTS

The commentary argues that in the context of mixture modeling, assigning individuals to specific subgroups for conducting a secondary set of analyses ignores the original uncertainty in group membership, thereby biasing any subsequent results and inference.

CONCLUSIONS

Alternative approaches to subgroup analysis that attempt to preserve uncertainty in group membership are discussed and illustrated.

An introduction to applying individual growth curve models to evaluate change in rehabilitation: a National Institute on Disability and Rehabilitation Research Traumatic Brain Injury Model Systems report

The abundance of time-dependent information contained in the Spinal Cord Injury and the Traumatic Brain Injury Model Systems National Databases, and the increased prevalence of repeated-measures designs in clinical trials highlight the need for more powerful longitudinal analytic methodologies in rehabilitation research. This article describes the particularly versatile analytic technique of individual growth curve (IGC) analysis. A defining characteristic of IGC analysis is that change in outcome such as functional recovery can be described at both the patient and group levels, such that it is possible to contrast 1 patient with other patients, subgroups of patients, or a group as a whole. Other appealing characteristics of IGC analysis include its flexibility in describing how outcomes progress over time (whether in linear, curvilinear, cyclical, or other fashion), its ability to accommodate covariates at multiple levels of analyses to better describe change, and its ability to accommodate cases with partially missing outcome data. These features make IGC analysis an ideal tool for investigating longitudinal outcome data and to better equip researchers and clinicians to explore a multitude of hypotheses. The goal of this special communication is to familiarize the rehabilitation community with IGC analysis and encourage the use of this sophisticated research tool to better understand temporal change in outcomes.

Trajectories and predictors of the course of mental health after spinal cord injury

OBJECTIVE

To study the course and predictors of mental health in the period between the start of active spinal cord injury (SCI) rehabilitation and 5 years after discharge. The hypothesis was that different mental health trajectories would be identified.

DESIGN

Multicenter prospective cohort study with measurements at the start of active rehabilitation, after 3 months, at discharge, 1, 2, and 5 years after discharge.

SETTING

Eight Dutch rehabilitation centers with specialized SCI units.

PARTICIPANTS

Persons (N=206) with recently acquired SCI aged between 18 and 65 years.

INTERVENTIONS

Not applicable.

MAIN OUTCOME MEASURE

The 5-item Mental Health Index with a total score between 0 (lowest mental health) and 100 (highest mental health).

RESULTS

Levels of mental health increased between the start of active rehabilitation and 3 months later, remained stable thereafter, and increased again between 2 and 5 years after discharge. Latent class growth mixture modeling revealed 5 trajectories: (1) high scores (above 80) at all time-points (52%), (2) low scores (≤60) at all time-points (4%), (3) early recovery from 40 to scores above 70 (13%), (4) intermediate scores from 60 to scores above 70 (29%), and (5) severe deterioration of scores above 70 to scores below 30 (2%). Pain, sex, and education level were predictors to distinguish between the 5 trajectories.

CONCLUSIONS

Five different mental health trajectories were identified between the start of active rehabilitation and 5 years after discharge. About one third of the persons with SCI still perceived moderate to severe mental health problems 5 years after discharge. Pain, sex, and education level only predicted a small part of the variance in mental health trajectories.

An evidence-based review on the influence of aging with a spinal cord injury on subjective quality of life

STUDY DESIGN

Systematic review.

OBJECTIVES

To identify changes in subjective quality of life (QoL) as one ages with a spinal cord injury (SCI).

SETTING

Vancouver, Canada.

METHODS

Electronic databases were searched for studies reporting on age-related QoL changes over time. Data from relevant studies were transcribed into data extraction forms and analyzed by years post injury (YPI) and chronologic age. Each study was assigned a level of evidence based on a modified Sackett scale.

RESULTS

In all, 21 studies, each with a low level of evidence, were included for review. The results indicated that regardless of chronologic age, individuals with relatively new SCI have the potential to improve their QoL. Among individuals with advanced YPI, overall QoL is consistently reported as good or excellent over time, however, with variations in different QoL domains.

CONCLUSION

The QoL of individuals aging with a SCI has the potential to improve, and remain high and stable over time. As the identified studies provide low levels of evidence, more longitudinal research with greater methodological and measurement rigor is needed to corroborate the findings and conclusions of this review.

[Factors associated with life satisfaction in a cohort of older people in Santiago, Chile]

OBJECTIVE

To evaluate the association between life satisfaction and socioeconomic status and self-reported health in a cohort of older people in Santiago, Chile, in 2005 and 2006.

METHODS

We interviewed 2002 individuals aged 65 to 67.9 years registered in 20 primary care centers in the city of Santiago. Participants were living independently with no cognitive impairment, suspected cancer or terminal diseases. We assessed life satisfaction using an abbreviated adaptation of a life satisfaction scale (scored from 0 to 11), and collected self-reported information on income, education, social support, and self-reported health and memory. We used a log-binomial model to analyze the association between life satisfaction scores (fourth quartile compared with the first) and socioeconomic and health variables.

RESULTS

There was a significant association (bivariate and multivariate analyses) between life satisfaction and income in men and with social support, self-reported health, memory, and diagnosis of joint problems, diabetes and hypertension in both sexes.

CONCLUSION

Social support, income and health status were independently associated with life satisfaction in older people aged 65-67.9 years in Santiago. Further studies are required to assess the temporal direction of the effect and the implications of these findings for public health policies in this population.

Sustained Delivery of Chondroitinase ABC from Hydrogel System

In the injured spinal cord, chondroitin sulfate proteoglycans (CSPGs) are the principal responsible of axon growth inhibition and they contribute to regenerative failure, promoting glial scar formation. Chondroitinase ABC (chABC) is known for being able to digest proteoglycans, thus degrading glial scar and favoring axonal regrowth. However, its classic administration is invasive, infection-prone and clinically problematic. An agarose-carbomer (AC1) hydrogel, already used in SCI repair strategies, was here investigated as a delivery system capable of an effective chABC administration: the material ability to include chABC within its pores and the possibility to be injected into the target tissue were firstly proved. Subsequently, release kinetic and the maintenance of enzymatic activity were positively assessed: AC1 hydrogel was thus confirmed to be a feasible tool for chABC delivery and a promising device for spinal cord injury topic repair strategies.

Psychosocial issues in spinal cord injury: a review

STUDY DESIGN

Review.

OBJECTIVES

To review literature on subjective well-being (SWB; mental health and life satisfaction) and on psychological and social support factors associated with these outcomes in people with spinal cord injury (SCI), in order to identify gaps in scientific knowledge and recommend research priorities.

SETTING

Non applicable.

METHODS

Narrative review of the SCI literature on life satisfaction and mental health (depression, anxiety, post-traumatic stress syndrome) outcomes in people with SCI. Further, reviews were performed of the SCI literature on psychological and social support variables associated with SWB and on psychosocial interventions aimed to improve SWB.

RESULTS

People with SCI experience, on average, higher levels of distress and lower levels of life satisfaction compared with the general population. Individual differences, however, are large, and most people with SCI adapt well to their condition. A set of psychological and social support factors is strongly related to SWB. Intervention studies on cognitive behavioural therapy or coping effectiveness training to improve SWB show promising results, but suffer from methodological weaknesses (for example, lack of randomization and small sample size).

CONCLUSION

There is a need for cohort studies with sufficient sample size, which include people early after onset of SCI in order to enhance our understanding of the course of mental health and well-being after SCI. Cohort studies could also identify which people are at risk for long-term impairment of SWB. Finally, intervention studies on psychosocial interventions are needed to identify which interventions may improve SWB of people with SCI.

Multiple drug delivery hydrogel system for spinal cord injury repair strategies

The multifactorial pathological progress of spinal cord injury (SCI) is probably the main reason behind the absence of efficient therapeutic approaches. Hence, very recent highlights suggest the use of new multidrug delivery systems capable of local controlled release of therapeutic agents. In this work, a biocompatible hydrogel-based system was developed as multiple drug delivery tool, specifically designed for SCI repair strategies. Multiple release profiles were achieved by loading gel with a combination of low and high steric hindrance molecules. In vitro, in vivo and ex vivo release studies showed an independent combination of fast diffusion-controlled kinetics for smaller molecules together with slow diffusion-controlled kinetics for bigger ones. A preserved functionality of loaded substances was always achieved, confirming the absence of any chemical stable interactions between gel matrix and loaded molecules. Moreover, the relevant effect of the cerebrospinal fluid flux dynamics on the drug diffusion in the spinal cord tissue was here revealed for the first time: an oriented delivery of the released molecules in the spinal cord tract caudally to the gel site is demonstrated, thus suggesting a more efficient gel positioning rostrally to the lesion.

Changes in life satisfaction in persons with spinal cord injury during and after inpatient rehabilitation: adaptation or measurement bias?

Purpose

To analyze changes in life satisfaction (LS) scores over time in persons with spinal cord injury (SCI) and to interpret what these changes mean.

Methods

Multicenter, prospective cohort study of persons with SCI (n = 96) classified into 3 life satisfaction trajectories identified earlier. Assessment took place 6 times from the start of active rehabilitation up to 5 years after discharge. Three LS scores were compared: (1) LS ‘now’ score, (2) ‘comparison’ score between LS ‘now’ and LS ‘before the SCI’, and (3) retrospective score of LS ‘before the SCI’.

Results

Persons in the low LS trajectory showed increase in the LS ‘now’ score, but not in the LS ‘comparison’ score and retrospective score. Persons in the recovery trajectory showed increase in the LS ‘now’ and LS ‘comparison’ scores, but not in the retrospective score. Persons in the high LS trajectory showed increase in the ‘comparison’ LS score and decrease in the retrospective score, but no change in the LS ‘now’ score.

Conclusions

Diverging patterns of change were found and that were interpreted as adaptation or scale recalibration. Recalibration could also be considered healthy rebalancing after SCI. Being able to compare different LS ratings can facilitate the interpretation of change in and stability of LS.