1.
Sundell, Anna Lena, 1970-
(författare)
Children with orofacial clefts : dental caries and health-related quality of life
2016
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
Background. The current understanding on caries and enamel developmental defects prevalence and frequency, caries risk, health-related quality life (HRQoL) and stress response in young children with cleft lip and/or palate (CL/P) are sparse. In this thesis these aspects were investigated in 5- and 10- year-old children with CL/P in comparison to non-cleft children in the same ages.Design. The studies in this thesis have a cross-sectional case-control design. Participants. The study group consisted of 139 children with CL/P (80 children aged 5 years and 59 aged 10 years) and 313 non-cleft controls (144 children aged 5 years and 169 aged 10 years).Method. Caries was scored according to International Caries Detection and Assessment System (ICDAS II) and developmental enamel defects were measured as presence and frequency of hypoplasia and hypomineralization. Oral hygiene was assessed using Quigley-Hein plaque index. Stimulated saliva samples were analyzed for mutans streptococci, lactobacilli, buffering capacity and secretion rates. Information regarding children’s oral hygiene routines, dietary habits and fluoride exposure were collected with questionnaires. Caries risk was evaluated with algorithm-based software, Cariogram while HRQoL was perceived with KIDSCREEN-52. Stress response was analyzed with cortisol concentration in saliva at three different time points using a commercial competitive radioimmunoassay.Results. Caries prevalence (36% versus 18%) and caries frequency (1.2 dmfs versus 0.9 dmfs) was significantly higher in 5-year-old children with CL/P in comparison to non-cleft controls. In 10-yearolds no significant difference was found between children with CL/P and non-cleft controls in caries prevalence (47% versus 38%) or in caries frequency (0.7 DMFS versus 0.5 DMFS). Children with CL/P had significantly higher prevalence of enamel defects, higher counts of salivary lactobacilli and less good oral hygiene. The odds of being categorized with high caries risk were elevated in children with CL/P. Children with CL/P had similar HRQoL and salivary cortisol concentrations as non-cleft controls. However, 10-year-old boys with CL/P had significantly higher cortisol concentrations in the evening than non-cleft boys.Conclusions. Preschool children with CL/P seem to have more caries in the primary dentition than non-cleft controls. Children with CL/P had increased odds of being categorized as high caries risk individuals compared to controls. Some of the contributing factors seem to be higher prevalence of enamel defects, impaired oral hygiene and elevated salivary lactobacilli. Furthermore, as measured with the help of cortisol concentrations in saliva, children with CL/P were not more stressed than noncleft controls and their HRQoL was comparable to a European norm population. It appears that regular comprehensive preventive oral care in children with CL/P is effective in preventing caries development in permanent teeth. However, children with CL/P are at risk of caries development and preventive oral care should be implemented and started earlier than today.
2.
Wagner, Ryan G, 1984-
(författare)
The Burden of Epilepsy : using population-based data to define the burden and model a cost-effective intervention for the treatment of epilepsy in rural South Africa
2016
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
Rationale Epilepsy is a common, chronic, neurological condition that disproportionately affects individuals living in low- and middle- income countries, including much of sub-Saharan Africa. Epilepsy is treatable, with the majority of individuals who take anti-epileptic drugs experiencing a reduction, or elimination, of seizures. Yet the number of individuals taking and adhering to medication in Africa is low and interventions aimed at improving treatment are lacking.Aims To define the epidemiology of convulsive epilepsy in rural South Africa in terms of incidence, mortality and disability-adjusted life years; to determine outpatient, out-of-pocket costs resulting from epilepsy treatment; to establish the level of adherence to anti-epileptic drugs amongst people with epilepsy; and, to determine whether the introduction of routine visits to people with epilepsy by community health workers is a cost-effective intervention for improving adherence to anti-epileptic drugs.Methods Nested within the Agincourt Health and Demographic Surveillance System, this work utilized a cohort of individuals diagnosed with convulsive epilepsy in 2008 to determine health care utilization and out-of-pocket costs due to care sought for epilepsy. Additionally, using blood samples from the cohort, anti-epileptic drug adherence was measured and, following the cohort, mortality rates were determined. Using these collected epidemiological parameters, disability-adjusted life years due to convulsive epilepsy were determined. Finally, combining the epidemiological and cost parameters, a community health worker intervention was modeled to determine its incremental cost-effectiveness ratio.Key Findings The burden of convulsive epilepsy is lower in rural South Africa than other parts of Africa, likely due to lower levels of known risk factors. Yet the burden, especially in terms of mortality, remains high, as does the treatment gap and health care utilization. Findings from the economic evaluation found the introduction of a community health worker to be highly cost-effective and would likely lower the burden of epilepsy in rural South Africa.Implications Epilepsy contributes to the burden of disease in rural South Africa, with high levels of mortality and a substantial treatment gap. The introduction of a community-health worker is likely to be one cost-effective, community based intervention that would lower the burden of epilepsy by improving adherence to anti-epileptic drugs. Implementing this intervention, based on these findings, is a justified and important next step.
3.
Moradi, Shahram
(författare)
Time is of the essence in speech perception! : Get it fast, or think about it
2014
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
The present thesis examined the extent to which background noise influences the isolation point (IP, the shortest time from the onset of speech stimulus required for correct identification of that speech stimulus) and accuracy in identification of different types of speech stimuli (consonants, words, and final words in high-predictable [HP] and low-predictable [LP] sentences). These speech stimuli were presented in different modalities of presentation (auditory, visual, and audiovisual) to young normal-hearing listeners (Papers 1, 2, and 5). In addition, the present thesis studied under what conditions cognitive resources were explicitly demanded in identification of different types of speech stimuli (Papers 1 and 2). Further, elderly hearing-aid (EHA) users and elderly normal-hearing (ENH) listeners were compared with regard to the IPs, accuracy, and under what conditions explicit cognitive resources were demanded in identification of auditory speech stimuli in silence (Paper 3). The results showed that background noise resulted in later IPs and reduced the accuracy for the identification of different types of speech stimuli in both modalities of speech presentation. Explicit cognitive resources were demanded in identification of speech stimuli in the auditory-only modality, under the noisy condition, and in the absence of a prior semantic context. In addition, audiovisual presentation of speech stimuli resulted in earlier IPs and more accurate identification of speech stimuli than auditory presentation. Furthermore, a pre-exposure to audiovisual speech stimuli resulted in better auditory speech-in-noise identification than an exposure to auditory-only speech stimuli (Papers 2 and 4). When comparing EHA users and ENH individuals, the EHA users showed inferior performance in the identification of consonants, words, and final words in LP sentences (in terms of IP). In terms of accuracy, the EHA users demonstrated inferior performance only in the identification of consonants and words. Only the identification of consonants and words demanded explicit cognitive resources in the EHA users. Theoretical predictions and clinical implications were discussed.
4.
Bolic Baric, Vedrana
(författare)
Support in school and the occupational transition process : Adolescents and young adults with neuropsychiatric disabilities
2016
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
The overall aim of this thesis was to describe and explore the experiences of support in school of adolescents and young adults with neuropsychiatric disabilities. Furthermore, the aim was to explore support that influences the occupational transition to upper secondary school, further education and work. The two first studies investigated computer use in educational activities and during leisure activities by adolescents with attention deficit hyperactivity disorder (ADHD). Study II also aimed to explore how traditional leisure activities and Internet activities interrelate among adolescents with ADHD. In Studies I and II data was collected using a questionnaire focusing on information and communication technology (ICT) use in school and leisure. Adolescents with ADHD (n = 102) aged 12-18 years were compared with adolescents with physical disabilities (Study I) and adolescents from the general population (Studies I and II). In Study III the aim was to describe the experiences of support at school among young adults with AS and ADHD, and to explore what support they, in retrospect, described as influencing learning. Study IV aimed to describe the occupational transition process to upper secondary school, further education and/or work and to explore what support influenced the process from the perspectives of young adults with AS or ADHD. Studies III (n=13) and IV (n=15) used qualitative semi-structured interviews with young adults with AS or ADHD, aged 18-30 years and were analysed using hermeneutics according to Gadamer.The findings of Study I showed that students with ADHD reported significantly less frequent use of computers for almost all educational activities compared with students with physical disabilities and students from the general population. They reported low satisfaction with computer use in school and a desire to use computers more often and for more activities in school compared with students with physical disabilities. Study II showed that Internet activities among adolescents with ADHD during leisure, tended to focus on online games. Furthermore, analysis demonstrated that Internet activities were broadening leisure activities among adolescents with ADHD, rather than being a substitute for traditional leisure activities. Study III found that young adults with AS or ADHD experienced difficulties at school that included academic, social, and emotional aspects, all of which influenced learning. Support addressing difficulties with academic performance was described as insufficient and only occasionally provided in school. In conclusion, support for learning among students with AS or ADHD needs to combine academic and psychosicial support. The findings of Study IV identified three different pathways following compulsory school. Support influencing the occupational transition process included: occupational transition preparation in compulsory school, practical work experience in a safe environment, and support beyond the workplace. Support from community-based day centres was described both as an important step towards work in the regular labour market, as well as being too far away from the regular labour market.In conclusion, this thesis revealed that support in school among students with AS or ADHD needs to combine academic and psychosocial support. Despite being regarded as facilitating learning, individuals with ADHD or AS reported limited computer and Internet use in school. Based on the results it is suggested that Internet activities may provide adolescents with neuropsychiatric disabilities with new opportunities for social interaction and educational activities. On the basis of the results it is suggested that the occupational transition process should be viewed as a longitudinal one, starting in compulsory school and continuing on until young adults obtain and are able to remain in work or further education. This thesis revealed that extended transition planning, inter-service collaboration and support from communitybased day centres were aspects of the environment that influenced the occupational transition process.
5.
Eckerblad, Jeanette, 1966-
(författare)
Symptom burden among people with chronic disease
2015
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
Introduction: Chronic diseases tend to increase with old age. Older people with chronic disease are commonly suffering from conditions which produce a multiplicity of symptoms and a decreased health-related quality of life. Nurses have a responsibility to prevent, ease or delay a negative outcome through symptom management, or assist in achieving an acceptable level of symptom relief.Aim: The overall aim of the thesis was to describe different aspects of symptom burden from the perspective of community-dwelling people with chronic disease.Methods: This thesis is based upon four papers that used both quantitative and qualitative data to describe different aspects of symptom burden, experienced by people with chronic diseases. Paper (I) is a cross-sectional study with 91 participants diagnosed with chronic obstructive pulmonary disease. Papers (II and IV) are based upon secondary outcome data from a randomized controlled trial with 382 community-dwelling older people with multimorbidity. Paper (II) is a cross-sectional study and Paper (IV) has a descriptive and an explorative design reporting on the trajectory of symptom prevalence and symptom burden. Paper (III) is a qualitative study with participants from the AGe-FIT.Results: Among people diagnosed with COPD the most prevalent symptoms with the highest symptom burden scores were shortness of breath, dry mouth, cough, sleep problems, and lack of energy, with just a few differences between participants with moderate and severe airflow limitation (I). For older people with multimorbidity, pain was the symptom with the highest prevalence and burden. Other highly prevalent symptoms were lack of energy and a dry mouth. Poor vision, likelihood of depression, and diagnoses of the digestive system were independently related to the total symptom burden score (II). The symptoms experienced by the older people were persistent and the symptom burden remained high over time (IV). The experience of living with a high symptom burden was described as an endless struggle. The analysis revealed an overall theme, “To adjust and endure” and three sub-themes, “to feel inadequate and limited”, “to feel dependent”, and “to feel dejected” (III).Conclusions: The results of this thesis indicate the importance of early symptom identification. People with chronic diseases have an unmet need for optimized treatment that focuses on the total symptom burden, and not only disease specific symptoms. A large proportion of older people with multimorbidity suffer a high and persistent symptom burden, and the prevalence and trajectory of pain are high. Older people sometimes think their high age is the reason they experience a diversity of symptoms, and they do not always communicate these to their health-care provider.
6.
Kiwi, Mahin, 1954-
(författare)
Dementia across cultural borders : Reflections and thought patterns of elderly Iranians with dementia in Sweden, their relatives and staff at a culturally profiled nursing home
2018
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
Introduction: Today’s multicultural society has resulted in major changes, with healthcare undergoing significant modifications. Healthcare workers and patients are increasingly confronted with “cultural” backgrounds other than their own. The world’s population is ageing, and the number of people with dementia is growing, resulting in a growing number of older people with a foreign background whose care needs have increased at different rates. Migration does not only mean moving from one place to another; it also involves the transition of an individual’s lifestyle, life views, social and economic adjustments that may lead to certain changes. These transitions from the “old” to the “new” way of life and from a life without dementia to a life with dementia involve making sense of life’s changes.Aim: The aim of study I was to explore the experiences and perceptions of dementia among Iranian staff working in a culturally profiled nursing home (CPNH). The aim of studies II and III was to explore relatives’ decisions to end caregiving at home, and Iranian families’ and relatives’ attitudes towards CPNHs in Sweden. The aim of study (IV) was to explore how the residents with dementia at the CPNH expressed the feeling of “home”.Method: This thesis is based on more than one year’s fieldwork. The empirical material is based on interviews and observations. Three groups of participants were interviewed and observed: 10 people with dementia (IV), 20 family caregivers and relatives (II and III, respectively) and 34 staff members (I). The interviews were conducted in Persian/Farsi, Azerbaijani, English and Swedish. The choice of language was always up to the participants. All the interviews were audio-recorded, transcribed verbatim in the respective languages and then translated later into Swedish. The analysis of the material was based on content analysis blended with ethnography.Results: Study I shows that people from different culturally and linguistically diverse backgrounds could have different perceptions of what dementia entails. A lack of knowledge concerning dementia affects how staff approach these people.Study II shows that the CPNH is crucial when deciding to cease caregiving at home. It is important to ensure that relatives with dementia are cared for by someone who speaks the same mother tongue. The results indicate that positive feelings of relief or comfort are dominant responses among the participants, some of whom even feel pride in the high standard of care provided by the home.In Study III, most participants based their views on a comparison between the CPNH and Iranian nursing homes after the Islamic Revolution. Negative views of the nursing home were evaluated alongside what the respondents considered to be typically Iranian. In Study IV, the results show that people with dementia’s personal experiences of home played a great role, and although none of the participants felt at home, all of them stated that the CPNH was a place to live in.Conclusion: Perceptions of dementia can be based on cultural and traditional understanding, although this can shift through transition and knowledge accumulation. A lack of knowledge concerning dementia and residents’ sociocultural background, generational differences and incoherence, aligned with staff members’ different sociocultural backgrounds, created many challenges. The staff wanted to learn more about dementia, to be able to manage daily communication with the residents. On another point, the staff admitted that only being able to speak a person’s native language was not enough to claim that they were actually communicating. Family caregivers’ decisions to end caregiving at home involve mutuality, capability and management, but decision-making sometimes has nothing to do with violating a person’s autonomy and is more about protecting the person. The family caregivers do care for frail elderly family members. What has changed due to a transition is the structure and construction of family caregiving. The consequences of communication difficulties between staff and the residents have led to a small degree of social involvement, which in turn affects residents’ daily social state. Overall, many family members stated that the CPNH resembled Iran too much, which disturbed them.The residents thought of home as a geographical location, but also connected it with both positive and negative feelings. Furthermore, the CPNH reminded some of the residents of the nicer side of life back home in Iran, while for others it brought back sad experiences and memories from the past. Nevertheless, the nursing home, due to memories and experiences of life in Iran, “home”, was a place to be and to live.
7.
Larsson, Caroline
(författare)
Chronic pain and kinesiophobia among older adults. Prevalence, characteristics and impact on physical activity.
2016
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
Background: Chronic pain is common in older adults, yet little is known of its development in old age. Although fear-avoidance beliefs in chronic pain have been explored in younger adults, the relationship between chronic pain, kinesiophobia and physical activity levels has not been investigated in older adults.Objectives: The overall aim was to explore prevalence, development and related factors of chronic pain and kinesiophobia in older adults with a focus on psychosocial and pain related factors and their impact on physical activity among older adults.Methods: The study had a longitudinal design and data were obtained through posted surveys and collected at baseline and after 12 and 24 months during 2011–2013. Participants (N=2000) were selected through simple randomization of the Swedish register of inhabitants using the whole Swedish population aged 65+, as sampling frame. A total of 1141 older adults were included at baseline (aged 65–103 years). Prevalence, incidence rate and cumulative incidence of chronic pain over 2 years in different age strata were estimated. To estimate associations for demographic, psychosocial and pain-related variables as functions of chronic pain (persistence and onset), kinesiophobia and physical activity linear/logistic regression analysis were performed.Results: In paper I, chronic pain was reported by 38.5% of the participants, more common among females and those over 85 years. The incidence was estimated at 5.4%. Being female, having lower BMI, high intensity/severity, long duration and multiple locations of pain were able to predict persistence of chronic pain among older women. Paper II showed that TSK-11 had acceptable construct validity, factor structure and test-retest reliability. In Papers III–IV generally low levels of kinesiophobia were found among those with chronic pain, except among frailer and older adults living in care homes. Despite this, it was found that kinesiophobia was independently associated with levels of physical activity and significantly lower levels of physical activity among those with chronic pain.Conclusions: Even though chronic pain was often highly prevalent and persistent, both onset and recovery occurred over time. The findings highlight the importance of early pain management in prevention of future pain among older adults. It must also be considered that older adults with chronic pain are at higher risk of functional decline and additional chronic diseases, due to significantly lower levels of physical activity compared to older without chronic pain. Kinesiophobia among older adults can be captured by the TSK-11 and plays an important role in predicting future physical activity levels and is hence important to consider. Potential interventions against kinesiophobia among older adults should aim to decrease pain intensity and strengthen health beliefs.
8.
Junuzovic, Mensura, 1970-
(författare)
Firearm deaths in Sweden : epidemiology with emphasis on accidental deaths and prevention
2018
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
Prevention of firearm deaths and injuries is an important public health issue that may save human lives. The aim of this thesis was to investigate the epidemiology and attributes of accidental firearm fatalities in Sweden, and to provide a basis for further preventive measures. Data were obtained from the database of the National Board of Forensic Medicine, the National Patient Register, the Prescribed Drug Register, the Firearm Register, and from questionnaire responses.All 48 accidental firearm fatalities that involved hunting in 1983-2008 were investigated (Paper I). The victims’ mean age was 50 years, 96% were males. During moose hunting, most victims were mistaken for game (41%), whereas during small game hunting, fatalities were mostly related to falls (31%) and improper weapon handling (15%). Hunters’ habits and attitudes towards preventive measures and their experience of firearm incidents were investigated through a questionnaire, which was sent to 1,000 hunters (Paper II). The response rate was approximately 50%. The mean age of the respondents was 54 years and females accounted for 5%. One quarter of the respondents stated that they had witnessed a firearm incident caused by another hunter, of which more than half suggested that improper handling of the weapon and inappropriate hunting strategies were the main causes of these events.All 43 accidental non-hunting firearm deaths in Sweden 1983-2012 were investigated (Paper III). In 56% of cases, the fatality was caused by another person. Victims were mostly young males (mean age 25 years). The main cause of the incidents was human error. The majority of cases (63%) involved legal firearm. Most victims killed by illegal firearm (85%) were under the influence of alcohol and/or drugs at the time of death. Both the risk of being killed as a result of hunting (Paper I) and non-hunting accidental firearm injury (Paper III) decreased after the introduction of the mandatory hunter’s exam in 1985 (p < 0.001).Firearm deaths in Sweden including 52 accidental fatalities and 3 cases with undetermined manner of death in 1987-2013, as well as 213 suicides and 23 solved homicides in 2012-2013, were studied (Paper IV). The number of firearm suicides was positively correlated to the number of licensed firearm owners. Legal firearm use predominated in firearm suicides and accidental deaths, illegal in firearm homicides. The majority of the shooters in accidental deaths and suicides had no registered visits to inpatient care or specialized outpatient care. Less than half (42%) of all suicide victims had had a health care contact due to mental health problems. Physician’s mandatory reporting to the police of patients deemed unsuitable for possessing a firearm license did not include any of the suicide victims and the shooters in accidental deaths.This thesis confirmed that accidental firearm deaths are rare, and indicates that the firearm law changes in 1985 contributed to a decline of such fatalities. Human error was the main “cause” of the fatalities and future prevention measures should target improper weapon handling. Physician’s mandatory reporting to the police was suboptimal and barely contributed to the decline of accidental firearm deaths. If streamlined it may, however, represent an important prevention strategy in firearm suicides, claiming most lives among firearm deaths. A significant fraction of non-hunting fatalities, firearm suicides and homicides was associated with illegal firearm use, a fact calling for prevention issues targeting such firearm use.
9.
Nilsson, Kerstin
(författare)
To work or not to work in an extended working life? Factors in working and retirement decisions
2013
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
In most of the industrialised world, the proportion of older and retired people in the population is continuously increasing. This will have budgetary implications for maintaining the welfare state, because the active working section of the population must fund the non-active and old population. Aim: The overall aim of this thesis was to obtain knowledge about older workers’ work and life situation in association with their planning and decision to retire from working life. Method: The thesis includes one qualitative and three quantitative studies conducted in Sweden. Result: Self-rated health was found to be a better measure than diagnosed disease of whether older workers believed they could work until 65 years or beyond. Health seems not to be a general impediment to working in old age if older workers are satisfied with their work situation and have enough time and opportunities to recover from fatigue. In one of Sweden’s most hazardous work environments, older workers were not injured significantly more often than younger workers. Good mental and physical work environment, moderate working pace and working time, and the right competence and possibility for skills development were factors determining whether older workers believed they can extend their working life. Attitude to older workers in the organisation, motivation and work satisfaction were factors determining whether older workers want to extend working life. Health, personal economic incentives, family/leisure pursuits and attitude to pension in society affected both whether people believed they can and wanted to extend their working life. In their final retirement decision, older workers considered: i) their possibility to balance and adapt functional ageing and health to a sustainable work situation; ii) their economic situation; iii) possibilities for social inclusion and coherence; and iv) possibilities for meaningful activities. Whether these requirements were best fulfilled in or outside working life determined the decision to continue working or to retire. Conclusion: If it is desirable for society that people will to extend their working life, both the “can work” and the “want to work” factors need to be met. It is important to provide a good fit inside working life. This requires a focus not only on older workers, but also on organisations and managers in order to provide incentives that keep older workers in the work force.
10.
Noor Baloch, Adnan
(författare)
Epidemiological aspects of health and work ability in the Swedish workforce
2024
Doktorsavhandling (övrigt vetenskapligt/konstnärligt) abstract
Background: Many working-age individuals suffer from health issues, impacting their work ability and potentially leading to early workforce exit. More understanding of individual and occupational factors influencing work ability and the use of machine learning techniques in occupational health research is needed. Aim: This thesis aims to describe and investigate the effect of health and work environment factors on work ability. In addition, it seeks to compare different statistical and machine learning methods for predicting work ability among workers by using demographic and work environment data. Methods: Study I and II used data from 247 working-age gynecological cancer survivors to study if and how gastrointestinal syndromes influence the likelihood of disability pension. Study I utilized log-binomial regression, and Study II used counterfactual-based mediation analysis methods. Study III used multiple mediation analysis to investigate stress's long-term impact on work ability among 1432 young adults. Study IV compared the predictive performance of logistic regression with machine learning techniques among 6302 workers with musculoskeletal symptoms. Results: In Study I, an increased risk of disability pension was found for survivors with radiation-induced gastrointestinal syndrome. However, Study II showed that this increased risk is mediated via different aspects of self-assessed quality of life, including global physical health, physical strength, psychological well-being, and satisfaction with sleep. Study III indicated that the association between perceived stress (at baseline) and work ability among young adults was mediated by stress five years later, feelings of control over one’s personal life, work demands affecting personal life, and feeling well-rested upon waking. In Study IV, all machine learning techniques exhibited strong performance, with Extreme Gradient Boosting, AdaBoost, and Gradient Boosting Machines performing best. The calibration varied across techniques. Conclusion: There exists a complex relationship between health and work ability. Radiation-induced gastrointestinal syndrome influences the self-reported quality of life and disability pension, where quality of life mediates part of the gastrointestinal syndrome’s effect on disability pension. Occupational factors mediate the impact of perceived stress on work ability in young adults. Also, feelings of control over personal life are important for maintaining work ability in young adults with stress complaints. The performance of multivariable logistic regression, which utilizes clinically relevant predictors, is comparable to that of sophisticated machine learning algorithms when it comes to predicting disability pensions.
