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1.
J Occup Environ Med ; 66(5): 421-432, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38377435

ABSTRACT

OBJECTIVE: The study identifies work-related risk factors that are relevant to mental health and quantifies their influence. This allows estimation of risk levels for individual workplaces and of the proportion of occupational causation in the emergence of mental health problems. METHODS: Swiss Health Survey data, containing information on several potential risk factors and health indicators that cover aspects of mental health, were used in multiple multivariate logistic regression analyses. RESULTS: Stress was the predominant risk factor, followed by exposure to violence, unergonomic work processes, and work that conflicted with family life. Hotel and restaurant industries and health and social services had high exposure to risk factors. One of 20 workplaces was deemed high-risk based on an odds ratio >4. CONCLUSIONS: Up to one-third of mental health problems within the active workforce may have highly predominant occupational causation.


Subject(s)
Mental Disorders , Occupational Stress , Humans , Switzerland/epidemiology , Male , Female , Adult , Middle Aged , Mental Disorders/epidemiology , Risk Factors , Occupational Stress/epidemiology , Occupational Stress/psychology , Health Surveys , Workplace/psychology , Young Adult , Occupational Diseases/epidemiology , Occupational Diseases/psychology , Adolescent , Exposure to Violence/psychology , Exposure to Violence/statistics & numerical data , Mental Health/statistics & numerical data , Logistic Models , Aged
2.
BMC Health Serv Res ; 23(1): 1149, 2023 Oct 25.
Article in English | MEDLINE | ID: mdl-37880733

ABSTRACT

BACKGROUND: High and increasing spending dominates the public discussion on healthcare in Switzerland. However, the drivers of the spending increase are poorly understood. This study decomposes health care spending by diseases and other perspectives and estimates the contribution of single cost drivers to overall healthcare spending growth in Switzerland between 2012 and 2017. METHODS: We decompose total healthcare spending according to National Health Accounts by 48 major diseases, injuries, and other conditions, 20 health services, 21 age groups, and sex of patients. This decomposition is based on micro-data from a multitude of data sources such as the hospital inpatient registry, health and accident insurance claims data, and population surveys. We identify the contribution of four main drivers of spending: population growth, change in population structure (age/sex distribution), changes in disease prevalence, and changes in spending per prevalent patient. RESULTS: Mental disorders were the most expensive major disease group in both 2012 and 2017, followed by musculoskeletal disorders and neurological disorders. Total health care spending increased by 19.7% between 2012 and 2017. An increase in spending per prevalent patient was the most important spending driver (43.5% of total increase), followed by changes in population size (29.8%), in population structure (14.5%), and in disease prevalence (12.2%). CONCLUSIONS: A large part of the recent health care spending growth in Switzerland was associated with increases in spending per patient. This may indicate an increase in the treatment intensity. Future research should show if the spending increases were cost-effective.


Subject(s)
Delivery of Health Care , Health Expenditures , Humans , Switzerland/epidemiology , Health Services , Age Distribution
3.
Ann Phys Rehabil Med ; 66(5): 101747, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37037157

ABSTRACT

BACKGROUND: Despite numerous previous studies, predicting the ability to work (ATW) after an upper limb injury (ULI) remains difficult for those still not working 3-24 months after their initial injury. OBJECTIVES: We aimed to identify simple prognostic characteristics that were associated with the long-term ATW for individuals who remained unable to work several months after the accident that caused their ULI. METHODS: A single-center prospective observational study in a rehabilitation center in the French-speaking part of Switzerland. We included participants who were 18-60 years old, still unable to work because of persistent pain/disability 3-24 months after an ULI, and who were referred to our rehabilitation center for a 1-month intensive interdisciplinary treatment. Data were collected on personal characteristics, body function/structure variables, activity limitations/participation restrictions, and environmental factors. Participants' evolution during rehabilitation was assessed using functional tests/questionnaires and the 7-level self-reported Patient's Global Impression of Change (PGIC) assessment at discharge. Participant outcomes after 1 year were categorized as either able (ATW>0%) or unable (ATW=0%) to work. The best prognostic characteristics were selected by logistic regression analysis. RESULTS: Among the 317 participants, 202 (64%) had an ATW>0% at 1 year. A grip strength ≥16 kg (Jamar Hand Dynamometer score - affected side) and "(I) do not take pain medicine" were independent predictors. Overall, 96% (26/27) of participants with these 2 characteristics had an ATW>0% at 1 year. The simultaneous absence of these characteristics predicted an unfavorable prognosis in 50% (59/119) of participants. For those who also had a positive PGIC score then 100% (25/25) of participants with these 3 characteristics had an ATW>0%; for those without, only 42% (19/45) had an ATW>0%. CONCLUSIONS: Grip strength (≥16 kg) and not taking pain medicine are favorable prognostic factors for an ATW after an ULI. Their absence is associated with a poor ATW prognosis for half of people with ULI and should alert caregivers to risk of long-term absenteeism ("red flags"). Including data from a PGIC further improves the ATW prediction. We recommend that these 3 criteria be systematically evaluated.


Subject(s)
Arm Injuries , Humans , Adolescent , Young Adult , Adult , Middle Aged , Arm Injuries/therapy , Upper Extremity , Hand , Prospective Studies
4.
J Pain Res ; 16: 683-693, 2023.
Article in English | MEDLINE | ID: mdl-36915280

ABSTRACT

Purpose: To assess and compare the healthcare costs, time to fitness for work (TFW) between chronic complex regional pain syndrome (CRPS) and non-CRPS; and identify factors associated with these outcomes in a comparative longitudinal study. Patients and Methods: 148 patients with chronic CRPS of the hand and 273 patients with chronic hand impairments but without CRPS (non-CRPS) were admitted at a Swiss rehabilitation clinic between 2007 and 2016. Healthcare costs and TFW were retrieved from insurance data over 5 years after the accident. Socio-demographic factors, biopsychosocial complexity measured by means of the INTERMED questionnaire, pain intensity and DASH disability scores were collected during rehabilitation. Generalized estimation equations and Cox proportional-hazards models were used to identify factors associated with outcomes. Results: Healthcare costs were increased by 20% for the CRPS versus non-CRPS group (coefficient = 1.20, 95% CI = 1.08-1.35, p<0.001). The median TFW was longer for CRPS than non-CRPS patients (816 vs 672 days, p = 0.02). After adjusting for covariates, TFW did not differ between the two groups (hazard ratio = 0.94, 95% CI = 0.73-1.21, p=0.61). For CRPS patients, higher healthcare costs were associated with severe or moderate initial injury, high INTERMED or DASH disability scores. Longer TFW were associated with severe initial injury, low educational level, no work contract, and high INTERMED or DASH disability scores. Conclusion: Overall, the healthcare costs were higher for CRPS than non-CRPS patients, but the TFW was comparable. We demonstrated also the significant associations of disability and biopsychosocial factors with the healthcare costs and TFW in CRPS patients.

5.
BMC Fam Pract ; 21(1): 99, 2020 06 05.
Article in English | MEDLINE | ID: mdl-32503550

ABSTRACT

BACKGROUND: As in other countries, there is concern and some fragmentary evidence that GPs' central role in the Swiss healthcare system as the primary provider of care might be changing or even be in decline. Our study gives a systematic account of GPs' involvement in accident care from 2008 to 2016 and identifies changes in GPs' involvement in this typical field of primary care: how frequently GPs were involved along the care pathway, to what extent they figured as initial care provider, and what their role in the care pathway was. METHODS: Using a claims dataset from the largest Swiss accident insurer with two million accident cases, we constructed individual care pathways, i.e., when and from which providers patients received care. We calculated probabilities for the involvement of various care provider groups, for initial care provision, and for the role of GPs in patients' care pathways, adjusted for injury and patient characteristics using multinomial regression. RESULTS: In 2014, GPs were involved in 70% of all accident cases requiring outpatient care but no inpatient stay, and provided initial care in 56%. While involvement stayed at about the same level for accidents occurring from 2008 to 2014, the share of accidents where GPs provided initial care decreased by 4 percentage points. The share of cases where GPs acted as sole care provider decreased by 7 percentage points down to 44%. At the same time, accident cases involving care from an ED at any point in time increased from 38 to 46% and the share receiving initial care from an ED from 30 to 35 percentage points - apparently substituting for the declining involvement of GPs in initial care. GPs' involvement in accident care is higher in rural compared to urban regions, among elderly compared to younger patients, and among Swiss compared to non-Swiss citizens. CONCLUSIONS: GPs play a key role in accident care with considerable variation depending on region and patient profile. From 2008 to 2014, there is a remarkable decline in GPs' provision of initial care after an accident. This is a strong indication that the GPs' role in the Swiss healthcare system is changing.


Subject(s)
Accidents/statistics & numerical data , First Aid , General Practitioners , Patient Care , Practice Patterns, Physicians'/trends , Wounds and Injuries , Age Factors , Attitude of Health Personnel , Attitude to Health , First Aid/methods , First Aid/statistics & numerical data , Humans , Insurance Claim Review/statistics & numerical data , Patient Care/methods , Patient Care/trends , Physician's Role , Primary Health Care/trends , Rural Health Services/statistics & numerical data , Switzerland/epidemiology , Urban Health Services/statistics & numerical data , Wounds and Injuries/epidemiology , Wounds and Injuries/etiology , Wounds and Injuries/therapy
6.
J Comp Eff Res ; 9(7): 483-496, 2020 05.
Article in English | MEDLINE | ID: mdl-32301332

ABSTRACT

Aim: To estimate the health economic impact of osteosynthesis (OS) in fracture care over six decades in 17 high-income countries. Patients & methods: Applying a decision tree model, we assumed a hypothetical absence of OS and compared OS (intervention) with conservative treatment (CONS; comparator). We included patients with femur, tibia and radius fractures (age <65 years) and for proximal femur fractures also elderly patients (≥70 years). Results: We estimated savings in direct and indirect costs of 855 billion Swiss francs in the working age population in addition to 4.6 million years of life gained. In the elderly population, 69 billion Swiss francs were saved in direct costs of proximal femur fractures in addition to 73 million years of life gained. Conclusion: OS contributed to maximize health gains of society.


Subject(s)
Fracture Fixation, Internal/economics , Fracture Fixation, Internal/methods , Fractures, Bone/surgery , Adult , Aged , Cost-Benefit Analysis , Costs and Cost Analysis , Decision Trees , Developed Countries , Female , Femoral Fractures/surgery , Health Care Costs , Humans , Male , Middle Aged , Radius Fractures/surgery , Tibial Fractures/surgery
7.
Swiss Med Wkly ; 150: w20188, 2020 Feb 10.
Article in English | MEDLINE | ID: mdl-32083705

ABSTRACT

BACKGROUND AND AIM: Frozen shoulder is a poorly understood pathological entity that is characterised by a painful and stiff shoulder. To analyse the socioeconomic impact of frozen shoulder in terms of cost generation and prolonged absence from work, we conducted a retrospective cohort study based on shoulder injuries through accidents in Switzerland. METHODS: Data were obtained from the comprehensive database of the Statistical Service for the Swiss National Accident Insurances (SSUV). Cases with shoulder injuries (ICD-10 codes S4* and M84.3*) and/or an additional code of adhesive capsulitis (M75.0) were extracted. Outcomes were work incapacity, with long-term work incapacity defined as absence from work for >90 days and very-long-term cases with >360 days lost. Healthcare and treatment costs as well as total insurance expenses were measured over a 5-year follow-up. Multivariate statistical analyses were used to quantify the effect of the frozen shoulder complication. RESULTS: Among all 456,926 patients with a shoulder injury, 5% or a total of 22,228 posttraumatic frozen shoulder cases were observed over the 8-year period. Patients suffering from a frozen shoulder after shoulder injury showed significantly longer sick leave periods with 30.8% long-term and 9.7% very-long-term cases compared with 9.4% and 1.3%, respectively, in the non-frozen shoulder cohort. Overall costs per case for an injured shoulder without developing a frozen shoulder was roughly CHF 8000, whereas expenses for cases with posttraumatic and postoperative frozen shoulder were CHF 34,000 per case. CONCLUSION: Developing a frozen shoulder after a shoulder injury is associated with significant longer work incapacities (3.3–7.5 times) and is responsible for costs of CHF 78 million every year. The presented numbers are for cases covered by the compulsory accident insurance only and do not include the even more frequent idiopathic frozen shoulder cases.


Subject(s)
Bursitis/economics , Cost of Illness , Insurance, Health/economics , Occupational Injuries/economics , Shoulder Injuries/economics , Sick Leave/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Bursitis/complications , Bursitis/epidemiology , Child , Child, Preschool , Female , Humans , Insurance, Health/statistics & numerical data , Male , Middle Aged , Occupational Injuries/epidemiology , Retrospective Studies , Shoulder Injuries/complications , Shoulder Injuries/epidemiology , Switzerland/epidemiology , Young Adult
8.
Pain Med ; 20(8): 1559-1569, 2019 08 01.
Article in English | MEDLINE | ID: mdl-30848817

ABSTRACT

OBJECTIVE: First, to determine the number of accident-related complex regional pain syndrome (CRPS) cases from 2008 to 2015 and to identify factors associated with an increased risk for developing CRPS. Second, to analyze the duration of work incapacity and direct health care costs over follow-up periods of two and five years, respectively. DESIGN: Retrospective data analysis. SETTING: Database from the Statistical Service for the Swiss National Accident Insurances covering all accidents insured under the compulsory Swiss Accident Insurance Law. SUBJECTS: Subjects were registered after an accident between 2008 and 2015. METHODS: Cases were retrospectively retrieved from the Statistical Service for the Swiss National Accident Insurances. Cases were identified using the appropriate International Classification of Diseases, 10th Revision, codes. RESULTS: CRPS accounted for 0.15% of all accident cases. Age, female gender (odds ratio [OR] = 1.53, 95% confidence interval [CI] = 1.47-1.60), and fracture of the forearm (OR = 38, 95% CI = 35-42) were related to an increased risk of developing CRPS. Over five years, one CRPS case accumulated average insurance costs of $86,900 USD and treatment costs of $23,300 USD. Insurance costs were 19 times and treatment costs 13 times the average costs of accidents without CPRS. Within the first two years after the accident, the number of days lost at work was 20 times higher in patients with CRPS (330 ± 7 days) than in patients without CRPS (16.1 ± 0.1 days). Two-thirds of all CRPS cases developed long-term work incapacity of more than 90 days. CONCLUSION: CRPS is a relatively rare condition but is associated with high direct health care costs and work incapacity.


Subject(s)
Accidents , Complex Regional Pain Syndromes/economics , Cost of Illness , Employment , Health Care Costs , Health Expenditures , Return to Work , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , Arm Injuries/economics , Arm Injuries/epidemiology , Child , Child, Preschool , Complex Regional Pain Syndromes/epidemiology , Complex Regional Pain Syndromes/physiopathology , Female , Forearm Injuries/economics , Forearm Injuries/epidemiology , Fractures, Bone/economics , Fractures, Bone/epidemiology , Humans , Infant , Infant, Newborn , Insurance, Accident , Joint Dislocations/economics , Joint Dislocations/epidemiology , Leg Injuries/economics , Leg Injuries/epidemiology , Logistic Models , Male , Middle Aged , Multivariate Analysis , Retrospective Studies , Risk Factors , Sex Factors , Switzerland/epidemiology , Work Capacity Evaluation , Young Adult
9.
Cent Eur J Public Health ; 23(3): 244-51, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26615658

ABSTRACT

AIM: Low-back pain diseases (LBPD) belong to the most frequent diagnoses determined by general practitioners, and constitute one of the most common reasons for sick leave and permanent disability pension in the Czech Republic and other European countries. Epidemiological studies have shown a statistically significant association between LBPD and certain types of occupational burden. However, in the Czech Republic, LBPD caused by overload and/or whole-body vibrations have not yet been included in the list of occupational diseases. The aim of this study was to collect and compare the systems, criteria and diagnoses used to recognize LBPD as occupational diseases in other European countries. METHODS: A questionnaire focused on LBPD was distributed and answered by specialists in occupational diseases in European countries. It included items concerning LBPD in the national list of occupational diseases, and work-related and diagnostic criteria that need to be fulfilled for recognizing LBPD as occupational diseases and possible awarding compensations to the patients. RESULTS: In 13 countries out of the 23 countries studied, LBPD caused by overload can be recognized as occupational, providing that the diagnosis is sufficiently proven and exposure criteria and/or listed occupation are met and duration of exposure is confirmed (Belgium, Denmark, France, Germany, Hungary, Italy, Lithuania, Macedonia, Netherlands, Romania, Slovakia, Sweden, and Switzerland). LBPD due to vibrations can be also recognized as occupational in 14 countries. In 8 countries LBPD are not accepted as occupational unless they are caused by an injury at work. Specific criteria to evaluate occupational exposure of patients with LBPD were set in Belgium, Denmark, France, Germany, Lithuania, Macedonia, Netherlands, and Slovakia. In other countries, the evaluation is done at an individual basis. CONCLUSIONS: In practice, the assessment of occupational overload and its contribution to the development of LBPD as well as its inclusion in the compensation system are important for several reasons. Firstly, it may be considered essentially preventable. Secondly, cases with a significant contribution of occupational aetiology may be viewed as occupational diseases for which compensation may be claimed, as it is the case in many European countries. Importantly, inclusion of LBPD in the list of occupational diseases or another system of compensation may be viewed as a preventive measure as it increases the visibility of this problem not only for the workers, but especially for the employers.


Subject(s)
Disability Evaluation , Low Back Pain/epidemiology , Occupational Diseases/epidemiology , Age Factors , Czech Republic/epidemiology , Europe/epidemiology , Humans , Incidence , Job Satisfaction , Lifting , Low Back Pain/diagnosis , Low Back Pain/etiology , Occupational Diseases/diagnosis , Occupational Diseases/etiology , Occupations , Population Surveillance , Sick Leave , Vibration
10.
Occup Environ Med ; 72(4): 294-303, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25575531

ABSTRACT

OBJECTIVES: The European Union (EU) strategy for health and safety at work underlines the need to reduce the incidence of occupational diseases (OD), but European statistics to evaluate this common goal are scarce. We aim to estimate and compare changes in incidence over time for occupational asthma, contact dermatitis, noise-induced hearing loss (NIHL), carpal tunnel syndrome (CTS) and upper limb musculoskeletal disorders across 10 European countries. METHODS: OD surveillance systems that potentially reflected nationally representative trends in incidence within Belgium, the Czech Republic, Finland, France, Italy, the Netherlands, Norway, Spain, Switzerland and the UK provided data. Case counts were analysed using a negative binomial regression model with year as the main covariate. Many systems collected data from networks of 'centres', requiring the use of a multilevel negative binomial model. Some models made allowance for changes in compensation or reporting rules. RESULTS: Reports of contact dermatitis and asthma, conditions with shorter time between exposure to causal substances and OD, were consistently declining with only a few exceptions. For OD with physical causal exposures there was more variation between countries. Reported NIHL was increasing in Belgium, Spain, Switzerland and the Netherlands and decreasing elsewhere. Trends in CTS and upper limb musculoskeletal disorders varied widely within and between countries. CONCLUSIONS: This is the first direct comparison of trends in OD within Europe and is consistent with a positive impact of European initiatives addressing exposures relevant to asthma and contact dermatitis. Taking a more flexible approach allowed comparisons of surveillance data between and within countries without harmonisation of data collection methods.


Subject(s)
Asthma, Occupational/epidemiology , Carpal Tunnel Syndrome/epidemiology , Dermatitis, Contact/epidemiology , Hearing Loss, Noise-Induced/epidemiology , Musculoskeletal Diseases/epidemiology , Occupational Diseases/epidemiology , Data Collection/methods , Europe/epidemiology , Humans , Incidence , Population Surveillance , Risk Factors , Upper Extremity
11.
Arch Phys Med Rehabil ; 95(12): 2357-66, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25127998

ABSTRACT

OBJECTIVE: To determine whether functional capacity evaluation (FCE) tests predict future work capacity (WC) of patients with whiplash-associated disorders (WADs) grades I and II who did not regain full WC 6 to 12 weeks after injury. DESIGN: Prospective cohort study. SETTING: Rehabilitation center. PARTICIPANTS: Workers (N=267) listed on workers' compensation with grade I or II WADs 6 to 12 weeks after injury. INTERVENTIONS: Patients performed 8 work-related FCE tests. MAIN OUTCOME MEASURES: WC (0-100%) measured at baseline and 1, 3, 6, and 12 months after testing. Correlation coefficients between FCE tests and WC were calculated. A linear mixed-model analysis was used to assess the association between FCE and future WC. RESULTS: Mean ± SD WC increased over time from 20.8%±27.6% at baseline to 32.3%±38.4%, 51.3%±42.8%, 65.6%±42.2%, and 83.2%±35.0% at the 1-, 3-, 6-, and 12-month follow-ups, respectively. Correlation coefficients between FCE tests and WC ranged from r=.06 (lifting low at 12-mo follow-up) to r=.39 (walking speed at 3mo). Strength of the correlations decreased over time. FCE tests did not predict WC at follow-up. The predictors of WC were ln (time) (ß=23.74), mother language (ß=5.49), WC at baseline (ß=1.01), and self-reported disability (ß=-.20). Two interaction terms, ln (time) × WC (ß=-.19) and ln (time) × self-reported disability (ß=-.21), were significant predictors of WC. CONCLUSIONS: FCE tests performed within 6 to 12 weeks after WADs injury grades I and II are associated with WC at baseline but do not predict future WC, whereas time course, mother language, WC at baseline, and self-reported disability do predict future WC. Additionally, the interaction between time course WC at baseline and self-reported disability predicted future WC.


Subject(s)
Whiplash Injuries/physiopathology , Work Capacity Evaluation , Adult , Diagnostic Self Evaluation , Female , Humans , Language , Lifting , Male , Neck Pain/etiology , Pain Measurement , Prospective Studies , Time Factors , Walking/physiology , Whiplash Injuries/complications
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