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1.
Sci Rep ; 13(1): 5434, 2023 04 03.
Article in English | MEDLINE | ID: mdl-37012257

ABSTRACT

Multiple types and classes of medications are administered in the acute management of traumatic spinal cord injury. Prior clinical studies and evidence from animal models suggest that several of these medications could modify (i.e., enhance or impede) neurological recovery. We aimed to systematically determine the types of medications commonly administered, alone or in combination, in the transition from acute to subacute spinal cord injury. For that purpose, type, class, dosage, timing, and reason for administration were extracted from two large spinal cord injury datasets. Descriptive statistics were used to describe the medications administered within the first 60 days after spinal cord injury. Across 2040 individuals with spinal cord injury, 775 unique medications were administered within the two months after injury. On average, patients enrolled in a clinical trial were administered 9.9 ± 4.9 (range 0-34), 14.3 ± 6.3 (range 1-40), 18.6 ± 8.2 (range 0-58), and 21.5 ± 9.7 (range 0-59) medications within the first 7, 14, 30, and 60 days post-injury, respectively. Those enrolled in an observational study were administered on average 1.7 ± 1.7 (range 0-11), 3.7 ± 3.7 (range 0-24), 8.5 ± 6.3 (range 0-42), and 13.5 ± 8.3 (range 0-52) medications within the first 7, 14, 30, and 60 days post-injury, respectively. Polypharmacy was commonplace (up to 43 medications per day per patient). Approximately 10% of medications were administered acutely as prophylaxis (e.g., against the development of pain or infections). To our knowledge, this was the first time acute pharmacological practices have been comprehensively examined after spinal cord injury. Our study revealed a high degree of polypharmacy in the acute stages of spinal cord injury, raising the potential to impact neurological recovery. All results can be interactively explored on the RXSCI web site ( https://jutzelec.shinyapps.io/RxSCI/ ) and GitHub repository ( https://github.com/jutzca/Acute-Pharmacological-Treatment-in-SCI/ ).


Subject(s)
Spinal Cord Injuries , Animals , Recovery of Function , Cohort Studies , Spinal Cord Injuries/drug therapy , Longitudinal Studies , Pain , Spinal Cord
2.
Disabil Rehabil ; 44(12): 2691-2704, 2022 06.
Article in English | MEDLINE | ID: mdl-33264568

ABSTRACT

PURPOSE: Positive emotions have been found to be analgesic and can be induced by positive psychology exercises. This study tested if positive psychology exercises provide beneficial effects on pain, responses to pain, physical (pain interference), and emotional function. METHODS: Randomized parallel-group controlled single-blinded superiority-trial including community-dwelling individuals with chronic pain secondary to spinal cord injury. Participants in the intervention group were instructed to practice 4 personalized positive psychology exercises for 8 weeks. Participants in the control group were asked to be mindful and write about current life events. RESULTS: 108 (64%) completed the study. At post-treatment, the intervention participants reported significant reductions in pain intensity and improvements in pain catastrophizing and pain control, relative to baseline. Both groups reported significant decreases in pain interference and negative emotions. Significant between-group differences emerged for pain intensity at post-treatment. At 3-months follow-up, improvements maintained for the intervention group and improvements in positive emotions reached statistical significance. Between-group differences were identified for pain intensity at post-treatment. CONCLUSION: Positive psychology exercises represent a potential effective complementary treatment that result in benefits on pain which can be readily implemented into daily living. Trials designed with an inactive control condition should be conducted to further address efficacy. TRIAL REGISTRATION: Swiss ethics committee (EKNZ 2014-317)/clinicaltrials.gov (NCT02459028) Registration date: Ethics approval 25.10.2014/Study start date: May 2015 URL of the record: https://clinicaltrials.gov/ct2/show/NCT02459028?term=NCT02459028&cntry=CH&draw=2&rank=1IMPLICATIONS FOR REHABILITATIONPain engenders negative emotions (e.g., fear, anger, sadness) which can negatively affect psychological, social, and physical function.Positive emotions have been found to be analgesic and can be induced by practicing positive psychology exercises.The findings of the current randomized controlled trial provide support for practicing positive psychology exercises (beyond the effects of pain medication intake), in particular on the reduction of pain intensity, but also in improving pain catastrophizing and pain control.The majority of the positive psychology exercises are brief and self-administered positive activities that have no known negative side effects nor financial cost, can be tailored to a person's preferences in activities and can be readily implemented into daily living with chronic pain, complementing standard treatment of pain.


Subject(s)
Chronic Pain , Catastrophization/psychology , Chronic Pain/psychology , Emotions , Humans , Pain Management , Psychology, Positive
3.
BMC Fam Pract ; 22(1): 195, 2021 10 02.
Article in English | MEDLINE | ID: mdl-34598672

ABSTRACT

BACKGROUND: Although general practitioners (GPs) are generally considered as the first point of contact for care, this may be different for persons with complex conditions, such as those with spinal cord injury (SCI). The objective of this study is to understand the differences in long-term care provision by GPs and SCI-specialists, by examining (1) the first contact of care for SCI health problems, (2) the morbidity profile and use of health-care services in relation to first contact, and (3) the factors associated with the choice of first contact. METHODS: In this cross-sectional study based on data derived from the Swiss Spinal Cord Injury Cohort Study Community Survey 2017, the main outcome measure was the reported first contact for SCI-specific care. This information was analysed using the chi-square test and logistic regression analysis of groups based on patient characteristics, use of health-care services and secondary health conditions assessed using the Spinal Cord Injury Secondary Conditions Scale (SCI-SCS). RESULTS: Out of 1294 respondents, 1095 reported their first contact for SCI-specific care; 56% indicated SCI-specialists and 44% specified GPs. On average, participants who first contacted a GP reported higher number of GP consultations (5.1 ± 5.2 vs. 3.9 ± 7.2), planned visits to ambulatory clinics (3.7 ± 7.3 vs. 3.6 ± 6.7) and hospital admissions (GP, 1.9 ± 1.7 vs. 1.5 ± 1.3), but lower number of visits to SCI-specialists (1.7 ± 1.8 vs. 2.6 ± 1.7) and of hospital days (22.8 ± 43.2 vs. 31.0 ± 42.8). The likelihood to contact a GP first was significantly higher in persons ≥75 years old (OR = 4.44, 95% CI = 1.85-10.69), Italian speakers (OR = 5.06, 95% CI = 2.44-10.47), had incomplete lesions (OR = 2.39, 95% CI = 1.71-3.35), experiencing pain (OR = 1.47, 95% CI = 1.04-2.09) or diabetes mellitus (OR = 1.85, 95% CI = 1.05-3.27), but lower for those situated closer to SCI centres (OR = 0.69, 95% CI = 0.51-0.93) or had higher SCI-SCS scores (OR = 0.92, 95% CI = 0.86-0.99). CONCLUSION: Age, language region, travel distance to SCI centres, lesion completeness, and occurrence of secondary conditions play a significant role in determining the choice of first contact of care, however there is still some unwarranted variation that remains unclear and requires further research.


Subject(s)
General Practitioners , Spinal Cord Injuries , Aged , Cohort Studies , Cross-Sectional Studies , Humans , Spinal Cord Injuries/epidemiology , Spinal Cord Injuries/therapy , Surveys and Questionnaires
4.
Spinal Cord ; 59(4): 373-380, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33597748

ABSTRACT

STUDY DESIGN: Questionnaire survey conducted in 2017 as part of the Swiss Spinal Cord Injury Cohort Study (SwiSCI). OBJECTIVES: To elucidate the use of outpatient health care providers by individuals with chronic spinal cord injury in a situation of free choice and ample supply. SETTING: Community, nationwide. METHODS: The frequency of visits was compared to that of a survey conducted five years earlier. Using regression tree analysis, the characteristics of individuals with extensive use of health care providers' services were investigated. Substitution effects, where health care users replace one provider type by another, were quantified using likelihood ratios for positive outcomes. RESULTS: The questionnaire was returned by 1,294 persons (response rate 33%). Participants reported visits to 14 different health care providers within the previous 12 months. Most often visited was the general practitioner (GP) by 82%. Older individuals used fewer health care providers than younger participants. Individuals with spasticity and females visited a broader variety of health care providers than the average user. The participants used fewer providers than they did five years ago. Health care users were not found to be substituting one provider type with another. CONCLUSIONS: Individuals with spinal cord injury in Switzerland use a wide array of medical service providers. All providers were used complementary to each other without redundancies between providers. The use of providers is driven by health-related factors and gender. Old age was not as much a driver for high utilization as described in other settings.


Subject(s)
Spinal Cord Injuries , Cohort Studies , Cross-Sectional Studies , Delivery of Health Care , Female , Health Personnel , Humans , Spinal Cord Injuries/epidemiology , Spinal Cord Injuries/therapy
5.
Spinal Cord ; 59(4): 381-388, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33188260

ABSTRACT

STUDY DESIGN: Cross-sectional observational study using data from the second community survey of the Swiss Spinal Cord Injury Cohort Study (Survey 2017) conducted between 03/2017 and 03/2018. OBJECTIVES: To identify facilitators of and barriers to utilizing SCI-specialized outpatient clinic and inpatient care by individuals with spinal cord injury (SCI). SETTING: Community. METHODS: Multivariable logistic regression was used to identify factors influencing (1) the attendance at annual check-ups at SCI-specialized treatment facilities, (2) the utilization of SCI-specialized outpatient clinic care by those who utilized any outpatient clinic care, and (3) the utilization of SCI-specialized inpatient care by those who were hospitalized. Multiple imputation was used to account for missing data. RESULTS: Out of 3959 eligible individuals, 1294 completed the questionnaire (response rate 33%). In the last 12 months, 51% of study participants attended the annual check-up, 33% of outpatient clinic care users utilized SCI-specialized outpatient clinic care, and 44% of those who were hospitalized were hospitalized at a SCI center. Annual check-ups were attended less by women, the elderly, and those with nontraumatic SCI. SCI-specialized outpatient clinic care was less likely to be utilized when individuals with SCI were living with cancer, lived farther away from SCI-specialized treatment facilities or in a minority language region. Specialized inpatient care was less likely to be utilized by women and those with incomplete lesions. CONCLUSIONS: SCI-specialized outpatient clinic care must be provided near the residence of individuals with SCI, otherwise non-specialized care is utilized. The reasons why women utilize SCI-specialized care less frequently than men merits further investigation.


Subject(s)
Spinal Cord Injuries , Aged , Ambulatory Care , Cohort Studies , Cross-Sectional Studies , Female , Humans , Male , Patient Acceptance of Health Care , Spinal Cord Injuries/epidemiology , Spinal Cord Injuries/therapy
6.
Disabil Rehabil ; 42(16): 2359-2373, 2020 08.
Article in English | MEDLINE | ID: mdl-30929524

ABSTRACT

Purpose: To develop and pretest a comprehensive occupation- and health condition-specific job matching tool for vocational rehabilitation of persons with spinal cord injury.Materials and methods: The study design involved qualitative and quantitative steps. First, an interdisciplinary scoping review covering return-to-work, organizational and vocational psychology research was conducted to devise a conceptual job matching framework. Then, the occupation- and health condition-specific tool content was determined based on a database analysis of jobs performed by persons with spinal cord injury and focus groups with affected persons. Finally, a tool prototype was developed and pretested in a simulation exercise with vocational rehabilitation professionals.Results: The study yielded a tool prototype with matching profiles that structure the demands and characteristics of 415 occupations as well as spinal cord injury-related needs and limitations into a stable, a modifiable, and a needs-supplies dimension of person-job match. Vocational rehabilitation professionals perceived the prototype as helpful for determining target jobs for vocational retraining and for goal-oriented intervention planning.Conclusions: By comprehensively assessing the person-job match of individuals with spinal cord injury, the tool facilitates determining suitable target jobs and interdisciplinary intervention planning in vocational rehabilitation and is thus likely to promote sustainable return to work.Implications for rehabilitationJob matching is crucial for a sustainable work reintegration of persons with disabilities. However, the majority of existing job matching tools lack applicability for return to work because they are (1) not occupation-specific or rely on outdated occupational information, (2) not health condition-specific, and (3) not comprehensive with regard to the relevant aspects for determining a person-job match.Persons with spinal cord injury are a case in point for the need of job matching tools that comprehensively address occupation- and health condition-specific information.The present study responded to the shortcomings of existing job matching tools and uses vocational rehabilitation of persons with spinal cord injury as a case in point for developing a job matching tool that is both occupation- and health condition-specific at the same time.The developed tool was perceived as promising for determining suitable target jobs for vocational retraining of persons with spinal cord injury and for goal-oriented intervention planning in an interdisciplinary vocational rehabilitation setting. The tool's underlying conceptual framework may also serve as a blueprint for developing job matching tools for other types of disabilities.


Subject(s)
Disabled Persons , Spinal Cord Injuries , Humans , Occupations , Rehabilitation, Vocational , Return to Work , Vocational Education
7.
J Spinal Cord Med ; 43(1): 111-121, 2020 01.
Article in English | MEDLINE | ID: mdl-29965779

ABSTRACT

Objective: To identify barriers to access healthcare services and reveal determinants of satisfaction with healthcare services in people with chronic spinal cord injury (SCI).Design: Cross-sectional survey.Setting: Community setting in Switzerland.Participants: People with chronic SCI.Interventions: Non-applicable.Outcome Measures: Questionnaire-based evaluation of availability and quality of healthcare services for secondary health conditions, satisfaction with fulfillment of healthcare needs, and preference for care from a hypothetical service provider with limited specialized SCI care expertise but in close proximity over comprehensive care from an existing specialized SCI center located at a greater distance.Results: Close to three-quarter of participants (70%) indicated satisfaction with healthcare services received for SCI related health conditions. Elderly individuals (61+ years old) rated the availability and quality of healthcare 6% to 11% higher than younger individuals. The perceived fulfillment of healthcare needs was lower in people with incomplete paraplegia (odds ratio (OR) 2.11, 95%-credibility interval (CI) 1.18-3.84), chronic pain (OR 1.85, CI 1.12-3.08), insufficient access to long distance transportation (OR 5.81, CI 2.74-12.82), and longer travel distances to specialized SCI centers.Conclusion: Perceived inadequateness of access to healthcare services was partly related to transportation barriers, suggesting that outreach services or support with transportation are possible solutions. People with incomplete paralysis and pain consistently rated the fulfillment of care needs associated with SCI less favorably, pointing to the need for enhanced advocacy for this vulnerable groups.


Subject(s)
Health Services Accessibility/statistics & numerical data , Independent Living , Personal Satisfaction , Quality of Health Care/statistics & numerical data , Spinal Cord Injuries/rehabilitation , Age Factors , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Pain , Surveys and Questionnaires , Switzerland , Transportation
8.
Spinal Cord ; 58(1): 18-24, 2020 Jan.
Article in English | MEDLINE | ID: mdl-31371803

ABSTRACT

STUDY DESIGN: Cross-sectional survey. OBJECTIVES: To evaluate the annual influenza vaccination coverage rate (IVCR) among community-dwelling individuals with spinal cord injury (SCI). SETTING: SCI community in Switzerland. METHODS: Participants were responders to the influenza vaccination question (n = 492) in the 2012 community survey of the Swiss Spinal Cord Injury (SwiSCI) cohort study. IVCR of SwiSCI participants were compared to the normative Swiss population, sampled in the Swiss Health Survey of 2012 using direct standardization, logistic regression standardization, and a genetic matching approach to control for differences in age, sex, and quarterly period of survey response. RESULTS: Individuals with SCI showed higher crude (26%, 95% confidence interval (CI): 22-30%) and age- and sex-standardized (24%, CI: 23-24%) IVCR than observed in the general population (15% CI, 14-15%). The adjustment for age and sex as well as quarterly period of survey response showed that the standardized IVCR of individuals with SCI (17%; CI: 12-23%) approached that of the general population. Low IVCR of about 10% were found among individuals with SCI younger than 45 years. IVCR were similar between men and women and between individuals with incomplete and complete paraplegia and tetraplegia. CONCLUSION: The IVCR in individuals with chronic SCI was not higher than in the general population and much lower than guidelines recommend. The improvement of the IVCR is an important target of health policy in SCI in Switzerland as to reduce the evidenced excess burden in respiratory-disease related morbidity and mortality.


Subject(s)
Guidelines as Topic , Health Behavior , Influenza Vaccines/administration & dosage , Paraplegia/epidemiology , Quadriplegia/epidemiology , Spinal Cord Injuries/epidemiology , Vaccination Coverage/statistics & numerical data , Adolescent , Adult , Aged , Cohort Studies , Cross-Sectional Studies , Female , Health Surveys , Humans , Independent Living , Male , Middle Aged , Paraplegia/etiology , Quadriplegia/etiology , Spinal Cord Injuries/complications , Switzerland/epidemiology , Young Adult
9.
BMC Health Serv Res ; 18(1): 657, 2018 Aug 22.
Article in English | MEDLINE | ID: mdl-30134900

ABSTRACT

BACKGROUND: People with spinal cord injury (SCI) suffer from complex secondary health conditions and rely on specialized health care services, which are often centralized and difficult to reach for individuals living in remote areas. As a consequence, they might move to regions where they expect better access to care. The aims of this study were: 1) to identify regions where people with SCI live compared with the general population, 2) to examine whether their choice of residence is related to the availability of local health care infrastructure, and 3) to ascertain determinants of their consideration to change residence when aging. METHODS: This study used information from a nationwide Swiss SCI cohort and inpatient hospital discharge data. To detect clusters in the distribution of people with chronic SCI in Switzerland, a spatial cluster detection test was conducted using the normative population of a region as offset. To identify associations between the residential location of people with SCI and infrastructure variables, a negative binomial model was set up at a regional level with the frequency of people with SCI as outcome, geographical indicators as explanatory variables, and the normative population as offset. Determinants of the consideration to change residence when aging were investigated using logistic regression models. RESULTS: People with SCI were not living equally distributed among the normative population, but clustered in specific areas. They were more likely than the general population to reside close to specialized SCI centers, in areas with a high density of outpatient physicians, and in urban regions. People with SCI living in rural areas were more likely to consider relocating when aging than those living in urban areas. However, only a few people with SCI considered moving closer to specialized centers when such a move required crossing language barriers. CONCLUSIONS: Good access to appropriate health care services and amenities of daily life seems to play such an important role in the lives of people with SCI that they are willing to choose their residential location based on local availability of appropriate health care services.


Subject(s)
Health Services Accessibility/statistics & numerical data , Health Services for the Aged , Rural Health Services , Spinal Cord Injuries/epidemiology , Aged , Female , Health Surveys , Humans , Male , Patient Preference , Residence Characteristics , Spinal Cord Injuries/rehabilitation , Switzerland
10.
Swiss Med Wkly ; 147: w14430, 2017.
Article in English | MEDLINE | ID: mdl-28488262

ABSTRACT

INTRODUCTION: Inferences from population-based cohort studies may be inaccurate as a result of biased coverage of the target population. We investigated the presence of absolute coverage error and selection bias in the Swiss Spinal Cord Injury (SwiSCI) cohort study, using a secondary, nationally representative data source. The proposed methodology is applicable to future Swiss cohort studies aiming to assess their cover-age error. METHODS: ICD-10 codes relating to traumatic spinal cord injuries (TSI) (S14.0, S14.1, S24.0, S24.1, S34.0, S34.1, S34.3, T.060, T.061, T.093, and T91.3) were used to identify incident TSCI cases in 2012 and 2013 from nationwide, administrative hospital discharge data collected by the Swiss Federal Statistical Office. The hospital discharge data were compared with SwiSCI data, and factors associated with receiving rehabilitation in a SwiSCI centre were statistically investigated. Age- and sex-specific incidence rates (IRs) were estimated using hospital discharge data. Different ICD-10 coding combinations were used in sensitivity analyses. Severity of spinal cord injury was characterised by lesion level (paraplegia or tetraplegia) and lesion completeness (complete or incomplete). RESULTS: In total, 621 administrative cases, compared with 213 SwiSCI cases, were identified. The hospital discharge data differed from SwiSCI data with respect to age (p <0.01). The annual overall IR ranged between 19.9 and 49.7 per one million population, depending on the selection criteria used. Overall, IRs were elevated for men (compared with women), older age groups (compared with 16-30 year olds) and paraplegia (com-pared with tetraplegia). Men, younger persons and people with high tetraplegia (cervical vertebrae C1-C4) were more likely to visit a specialised rehabilitation centre. CONCLUSION: There is undercoverage of incident TSCI cases in specialised rehabilitation centres in Switzerland, particularly among the elderly and persons with less severe TSCIs. The extent of coverage error indicated in the ICD-10-based sensitivity analyses can inform future modelling scenarios of national epidemiological estimates of TSCI.


Subject(s)
Bias , Data Interpretation, Statistical , Patient Selection , Spinal Cord Injuries/epidemiology , Adolescent , Adult , Age Factors , Aged , Female , Humans , Incidence , Male , Middle Aged , Research Design , Retrospective Studies , Sex Factors , Switzerland/epidemiology
11.
SSM Popul Health ; 2: 259-268, 2016 Dec.
Article in English | MEDLINE | ID: mdl-29349146

ABSTRACT

This study investigated and compared patient migration patterns of persons with spinal cord injury, the general population and persons with morbid obesity, rheumatic conditions and bowel disease, for secondary health conditions, across administrative boundaries in Switzerland. The effects of patient characteristics and health conditions on visiting hospitals outside the residential canton were examined using complete, nationwide, inpatient health records for the years 2010 and 2011. Patients with spinal cord injury were more likely to obtain treatment outside their residential canton as compared to all other conditions. Facilitators of patient migration in persons with spinal cord injury and the general hospital population were private or accidental health insurances covering costs. Barriers of patient migration in persons with spinal cord injury were old age, severe multimorbidity, financial coverage by basic health insurance, and minority language region.

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