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Background: Food craving refers to an intense desire to consume a specific kind of food of which chocolate is the most often craved one. It is this intensity and specificity that differentiates food craving from feelings of hunger. Although food craving and hunger often co-occur, an energy deficit is not a prerequisite for experiencing food craving, that is, it can also occur without being hungry. Food craving often precedes and predicts over- or binge eating which makes it a reasonable target in the treatment of eating disorders or obesity. One of the arguably most extensively validated measures for the assessment of food craving are the Food Cravings Questionnaires (FCQs), which measure food craving on a state (FCQ-S) and trait (FCQ-T) level. Specifically, the FCQ-S measures the intensity of current food craving whereas the FCQ-T measures the frequency of food craving experiences in general. The aims of the present thesis were to provide a German measure for the assessment of food craving and to investigate cognitive, behavioral, and physiological correlates of food craving. For this purpose, a German version of the FCQs was presented and its reliability and validity was evaluated. Using self-reports, relationships between trait food craving and dieting were examined. Cognitive-behavioral correlates of food craving were investigated using food-related tasks assessing executive functions. Psychophysiological correlates of food craving were investigated using event-related potentials (ERPs) in the electroencephalogram and heart rate variability (HRV). Possible intervention approaches to reduce food craving were derived from results of those studies.
Methods: The FCQs were translated into German and their psychometric properties and correlates were investigated in a questionnaire-based study (articles #1 & #2). The relationship between state and trait food craving with executive functioning was examined with behavioral tasks measuring working memory performance and behavioral inhibition which involved highly palatable food-cues (articles #3 & #4). Electrophysiological correlates of food craving were tested with ERPs during a craving regulation task (article #5). Finally, a pilot study on the effects of HRV-biofeedback for reducing food craving was conducted (article #6).
Results: The FCQs demonstrated high internal consistency while their factorial structure could only partially be replicated. The FCQ-T also had high retest-reliability which, expectedly, was lower for the FCQ-S. Validity of the FCQ-S was shown by positive relationships with current food deprivation and negative affect. Validity of the FCQ-T was shown by positive correlations with related constructs. Importantly, scores on the subscales of the FCQ-T were able to discriminate between non-dieters and successful and unsuccessful dieters (article #1). Furthermore, scores on the FCQ-T mediated the relationship between rigid dietary control strategies and low dieting success (article #2). With regard to executive functioning, high-calorie food-cues impaired working memory performance, yet this was independent of trait food craving and rarely related to state food craving (article #3). Behavioral disinhibition in response to high-calorie food-cues was predicted by trait food craving, particularly when participants were also impulsive (article #4). Downregulation of food craving by cognitive strategies in response to high-calorie food-cues increased early, but not later, segments of the Late Positive Potential (LPP) (article #5). Few sessions of HRV-biofeedback reduced self-reported food cravings and eating and weight concerns in high trait food cravers (article #6).
Conclusions: The German FCQs represent sound measures with good psychometric properties for the assessment of state and trait food craving. Although state food craving increases during cognitive tasks involving highly palatable food-cues, impairment of task performance does not appear to be mediated by current food craving experiences. Instead, trait food craving is associated with low behavioral inhibition in response to high-calorie food-cues, but not with impaired working memory performance. Future studies need to examine if trait food craving and, subsequently, food-cue affected behavioral inhibition can be reduced by using food-related inhibition tasks as a training. Current food craving and ERPs in response to food-cues can easily be modulated by cognitive strategies, yet the LPP probably does not represent a direct index of food craving. Finally, HRV-biofeedback may be a useful add-on element in the treatment of disorders in which food cravings are elevated. To conclude, the current thesis provided measures for the assessment of food craving in German and showed differential relationships between state and trait food craving with self-reported dieting behavior, food-cue affected executive functioning, ERPs and HRV-biofeedback. These results provide promising starting points for interventions to reduce food craving based on (1) food-cue-related behavioral trainings of executive functions, (2) cognitive craving regulation strategies, and (3) physiological parameters such as HRV-biofeedback.
Background
- Brain-Computer Interfaces (BCI) enable their users to interact and communicate with the environment without requiring intact muscle control. To this end, brain activity is directly measured, digitized and interpreted by the computer. Thus, BCIs may be a valuable tool to assist severely or even completely paralysed patients. Many BCIs, however, rely on neurophysiological potentials evoked by visual stimulation, which can result in usability issues among patients with impaired vision or gaze control. Because of this, several non-visual BCI paradigms have been developed. Most notably, a recent study revealed promising results from a tactile BCI for wheelchair control. In this multi-session approach, healthy participants used the BCI to navigate a simulated wheelchair through a virtual apartment, which revealed not only that the BCI could be operated highly efficiently, but also that it could be trained over five sessions. The present thesis continues the research on this paradigm in order to - confirm its previously reported high performance levels and trainability - reveal the underlying factors responsible for observed performance increases - establish its feasibility among potential impaired end-users
Methods
- To approach these goals, three studies were conducted with both healthy participants and patients with amyotrophic lateral sclerosis (ALS). Brain activity during BCI operation was recorded via electroencephalography (EEG) and interpreted using a machine learning-based linear classifier. Wheelchair navigation was executed according to the classification results and visualized on a monitor. For offline statistical analysis, neurophysiological features were extracted from EEG data. Subjective data on usability were collected from all participants. Two specialized experiments were conducted to identify factors for training.
Results and Discussion
- Healthy participants: Results revealed positive effects of training on BCI performances and their underlying neurophysiological potentials. The paradigm was confirmed to be feasible and (for a non-visual BCI) highly efficient for most participants. However, some had to be excluded from analysis of the training effects because they could not achieve meaningful BCI control. Increased somatosensory sensitivity was identified as a possible mediator for training-related performance improvements. Participants with ALS: Out of seven patients with various stages of ALS, five could operate the BCI with accuracies significantly above chance level. Another ALS patient in a state of near-complete paralysis trained with the BCI for several months. Although no effects of training were observed, he was consistently able to operate the system above chance level. Subjective data regarding workload, satisfaction and other parameters were reported.
Significance
- The tactile BCI was evaluated on the example of wheelchair control. In the future, it could help impaired patients to regain some lost mobility and self-sufficiency. Further, it has the potential to be adapted to other purposes, including communication. Once visual BCIs and other assistive technologies fail for patients with (progressive) motor impairments, vision-independent paradigms such as the tactile BCI may be among the last remaining alternatives to interact with the environment. The present thesis has strongly confirmed the general feasibility of the tactile paradigm for healthy participants and provides first clues about the underlying factors of training. More importantly, the BCI was established among potential end-users with ALS, providing essential external validity.
Häufige Schlafstörungen im Jugendalter umfassen Ein- und Durchschlafprobleme (Insomnie), verstärkte Tagesmüdigkeit oder einen verschobenen Schlaf-Wachrhythmus (zirkadiane Rhythmusstörung). Über unzureichenden Schlaf klagen 40-60% aller Jugendlichen, wobei ca. 10% eine klinisch bedeutsame insomnische Störung aufweisen. In der vorliegenden Arbeit wurde ein altersspezifisches, multimodales Gruppenpsychotherapieprogramm für Jugendliche (11-17 Jahre) mit nicht-organischen Schlafbeschwerden extern evaluiert. Das eingesetzte Training „JuSt“ bestand aus 6 Sitzungen, wobei sich 5 Sitzungen an die Jugendlichen richteten und eine Sitzung als Elternabend stattfand. Zur Überprüfung der Wirksamkeit des JuSt-Programms am Institut für Psychologie der Universität Würzburg wurden schlafbezogene Parameter sowie Maße aus assoziierten Bereichen herangezogen. Zudem wurden Trainingseffekte auf den Schlaf und die psychische Belastung der Eltern untersucht. Die Erfassung dieser Ergebnisgrößen erfolgte sowohl vor und nach der Trainingsteilnahme als auch über einen Katamnesezeitraum von bis zu 12 Monaten. Daneben umfasste das Studiendesign eine Gruppe mit einer Wartephase vor Trainingsbeginn und die Überprüfung möglicher den Trainingserfolg moderierender Faktoren, wie Alter, Geschlecht und Chronotyp, d.h. zirkadiane Präferenz, der Teilnehmer.
Bereits nach dem diagnostischen Erstkontakt zeigte sich eine Abnahme selbstberichteter externalisierender und internalisierender Probleme bei den jugendlichen Teilnehmern in der Gruppe mit Wartephase (n = 9). Alle anderen Parameter blieben dagegen von der Wartezeit unberührt. Unmittelbar nach dem Training zeigten die Schlaftagebücher der Teilnehmer (n = 22) ein verbessertes Durchschlafen und eine erhöhte Schlafeffizienz an. Fragebogendaten belegten zudem weniger selbst- und fremdberichtete Ein- und Durchschlafprobleme, seltenere dysfunktionale schlafbezogene Kognitionen, eine bessere Schlafhygiene und weniger Tagesmüdigkeit in der Wahrnehmung der Eltern. Bis zur 3-Monatskatamnese hatten sich außerdem die Gesamtschlafdauer, die Einschlaflatenz und die selbstberichtete Tagesmüdigkeit positiv verändert. In den assoziierten Maßen zeigte sich ein unmittelbarer Trainingseffekt auf selbst- und fremdberichtete externalisierende Probleme sowie auf das Fremdurteil bezüglich internalisierender Probleme. Im Selbsturteil hatte sich dieses Maß erst zum 3-Monats Follow-Up verbessert. Auf Elternseite verringerten sich während der Trainingsdurchführung die nächtliche Aufwachhäufigkeit der Mütter und die Schwere psychischer und somatischer Symptome beider Elternteile. Auf die Schlafeffizienz, die Dauer nächtlichen Wachseins von Vätern und Müttern sowie auf die nächtliche Aufwachhäufigkeit der Väter hatte das Training eine verzögerte positive Wirkung, da diese Effekte erst zum 3-Monats Follow-Up sichtbar wurden. Im Verlauf der Langzeitkatamnese (3-Monats- bis 1-Jahres Follow-Up, n = 16) blieben alle schlafbezogenen und assoziierten Ergebnisgrößen sowohl auf Kinder- als auch auf Elternseite auf konstantem Niveau. Darüber hinaus wurden explorativ die Merkmale Alter, Geschlecht und Chronotyp der Teilnehmer als mögliche Moderatoren des Trainingserfolgs untersucht. Die Ergebnisse zeigten, dass der Trainingserfolg nicht an ein bestimmtes Geschlecht, ein bestimmtes Alter zwischen 11 und 17 Jahren oder einen bestimmten Chronotyp gebunden war.
Insgesamt kann ein positives Fazit bezüglich der Wirksamkeit des JuSt-Programms zur Behandlung nicht-organischer Insomnien bei Jugendlichen und zur Entlastung ihrer Eltern am Standort Würzburg gezogen werden. Für die klinische Versorgung jugendlicher Insomniker wird angeregt, das JuSt-Training im deutschsprachigen Raum zukünftig verstärkt in der therapeutischen Praxis zu implementieren.
The impact of acquired severe motor impairments is pervasive and may lead to a complete loss of communication and voluntary motor control, rendering the patient behaviourally unresponsive. In routine clinical care it may thus be unclear, whether some of these patients are even conscious. Given that finding a cure is unlikely, care focuses on providing the best possible quality of life (QoL), and knowing its predictors might contribute to that aim. Patients who still can communicate often report a high QoL, and several predictors have been identified. However, many instruments used to assess QoL require at least residual verbal and motor abilities. Thus, a method to assess QoL independent of these requirements is desirable. In addition, many instruments assume QoL to be temporarily stable, and little information is available on predictors of instantaneous QoL, i.e. QoL as it fluctuates from moment to moment throughout the day.
The present work comprises four studies dealing with the investigation of the auditory event-related potentials (ERP) Mismatch Negativity (MMN), P300, and N400 under different attentional instructions, and with their application in patients with disorders of consciousness (DOC) to assess residual cognitive functioning. In guided interviews (study 1), practitioners working with DOC patients stated their general interest in and an objective need for the complementation of current diagnostic procedures by reliable and valid ERP-based methods. Subsequently, in study 2, simple oddball and semantic paradigms were applied to 19 behaviorally non-responsive DOC patients revealing the presence of at least one ERP in eight patients investigated. In the third and fourth study, specific attentional effects on ERPs were investigated in healthy participants to define optimal instructions and stimulus parameters. In study 3, MMN and N400 amplitudes were assessed in 18 participants, and in study 4, MMN and P300 amplitudes were assessed in 32 participants. Both studies included an ignore task (attention on simultaneous visual stimuli), a passive task, and a focused task and revealed distinct attentional effects on P300 and N400 with largest amplitudes in the focused task, smaller ones in the passive task and no ERP in the ignore task. An MMN was elicited in all tasks, but still, amplitudes differed as a function of task. In addition, study 4 included oddball paradigms comprising several deviants in different dimensions. Higher amplitudes were found in this multifeature paradigm compared to traditional oddball paradigms and larger amplitudes were elicited by deviants highly different from standards. It is concluded that ERPs represent a promising tool to complement clinical assessment of DOC patients. Application of ERP paradigms should include focused instructions, especially when using semantic material. Furthermore, multifeature paradigms have been proven especially useful eliciting large amplitudes and allowing for the investigation of several dimensions of deviants at the same time.
Brain-computer interfaces (BCIs) are devices that translate signals from the brain into control commands for applications. Within the last twenty years, BCI applications have been developed for communication, environmental control, entertainment, and substitution of motor functions. Since BCIs provide muscle independent communication and control of the environment by circumventing motor pathways, they are considered as assistive technologies for persons with neurological and neurodegenerative diseases leading to motor paralysis, such as amyotrophic lateral sclerosis (ALS), muscular dystrophy, spinal muscular atrophy and stroke (Kübler, Kotchoubey, Kaiser, Wolpaw, & Birbaumer, 2001). Although most researcher mention persons with severe motor impairment as target group for their BCI systems, most studies include healthy participants and studies including potential BCI end-users are sparse. Thus, there is a substantial lack of studies that investigate whether results obtained in healthy participants can be transferred to patients with neurodegenerative diseases. This clearly shows that BCI research faces a translational gap between intense BCI research and bringing BCI applications to end-users outside the lab (Kübler, Mattia, Rupp, & Tangermann, 2013). Translational studies are needed that investigate whether BCIs can be successfully used by severely disabled end-users and whether those end-users would accept BCIs as assistive devices. Another obvious discrepancy exists between a plethora of short-term studies and a sparse number of long-term studies. BCI research thus also faces a reliability gap (Kübler, Mattia, et al., 2013). Most studies present only one BCI session, however the few studies that include several testing sessions indicate high inter- and intra-individual variance in the end-users’ performance due to non-stationarity of signals. Long-term studies, however, are needed to demonstrate whether a BCI can be reliably used as assistive device over a longer period of time in the daily-life of a person. Therefore there is also a great need for reliability studies.
The purpose of the present thesis was to address these research gaps and to bring BCIs closer to end-users in need, especially into their daily-lives, following a user-centred design (UCD). The UCD was suggested as theoretical framework for bringing BCIs to end-users by Kübler and colleagues (Kübler et al., 2014; Zickler et al., 2011). This approach aims at the close and iterative interaction between BCI developers and end-users with the final goal to develop BCI systems that are accepted as assistive devices by end-users. The UCD focuses on usability, that is, how well a BCI technology matches the purpose and meets the needs and requirements of the targeted end-users and was standardized with the ISO 9241-210.
Within the UCD framework, usability of a device can be defined with regard to its effectiveness, efficiency and satisfaction. These aspects were operationalized by Kübler and colleagues to evaluate BCI-controlled applications. As suggested by Vaughan and colleagues, the number of BCI sessions, the total usage duration and the impact of the BCI on the life of the person can be considered as indicators of usefulness of the BCI in long-term daily-life use (Vaughan, Sellers, & Wolpaw, 2012). These definitions and metrics for usability and usefulness were applied for evaluating BCI applications as assistive devices in controlled settings and independent use. Three different BCI applications were tested and evaluated by in total N=10 end-users: In study 1 a motor-imagery (MI) based BCI for gaming was tested by four end-users with severe motor impairment. In study 2, a hybrid P300 event-related (ERP) based BCI for communication was tested by four severely motor restricted end-users with severe motor impairment. Study 1 and 2 are short-term studies conducted in a controlled-setting. In study 3 a P300-ERP BCI for creative expression was installed for long-term independent use at the homes of two end-users in the locked-in state. Both end-users are artists who had gradually lost the ability to paint after being diagnosed with ALS.
Results reveal that BCI controlled devices are accepted as assistive devices. Main obstacles for daily-life use were the not very aesthetic design of the EEG-cap and electrodes (cap is eye-catching and looks medical), low comfort (cables disturb, immobility, electrodes press against head if lying on a head cushion), complicated and time-consuming adjustment, low efficiency and low effectiveness, and not very high reliability (many influencing factors). While effectiveness and efficiency in the MI based BCI were lower compared to applications using the P300-ERP as input channel, the MI controlled gaming application was nevertheless better accepted by the end-users and end-users would rather like to use it compared to the communication applications. Thus, malfunctioning and errors, low speed, and the EEG cap are rather tolerated in gaming applications, compared to communication devices. Since communication is essential for daily-life, it has to be fast and reliable. BCIs for communication, at the current state of the art, are not considered competitive with other assistive devices, if other devices, such as eye-gaze, are still an option. However BCIs might be an option when controlling an application for entertainment in daily-life, if communication is still available. Results demonstrate that BCI is adopted in daily-life if it matches the end-users needs and requirements. Brain Painting serves as best representative, as it matches the artists’ need for creative expression. Caveats such as uncomfortable cap, dependence on others for set-up, and experienced low control are tolerated and do not prevent BCI use on a daily basis. Also end-users in real need of means for communication, such as persons in the locked-in state with unreliable eye-movement or no means for independent communication, do accept obstacles of the BCI, as it is the last or only solution to communicate or control devices. Thus, these aspects are “no real obstacles” but rather “challenges” that do not prevent end-users to use the BCI in their daily-lives. For instance, one end-user, who uses a BCI in her daily-life, stated: “I don’t care about aesthetic design of EEG cap and electrodes nor amplifier”. Thus, the question is not which system is superior to the other, but which system is best for an individual user with specific symptoms, needs, requirements, existing assistive solutions, support by caregivers/family etc.; it is thereby a question of indication. These factors seem to be better “predictors” for adoption of a BCI in daily-life, than common usability criterions such as effectiveness or efficiency. The face valid measures of daily-life demonstrate that BCI-controlled applications can be used in daily-life for more than 3 years, with high satisfaction for the end-users, without experts being present and despite a decrease in the amplitude of the P300 signal. Brain Painting re-enabled both artists to be creatively active in their home environment and thus improved their feelings of happiness, usefulness, self-esteem, well-being, and consequently quality of life and supports social inclusion. This thesis suggests that BCIs are valuable tools for people in the locked-in state.
Brain-computer interfaces (BCIs) could provide a muscle-independent communication channel to persons with severe paralysis by translating brain activity into device commands. As a means of communication, in particular BCIs based on event-related potentials (ERPs) as control signal have been researched. Most of these BCIs rely on visual stimulation and have been investigated with healthy participants in controlled laboratory environments. In proof-of-principle studies targeted end users gained control over BCI systems; however, these systems are not yet established as an assistive technology for persons who would most benefit from them. The main aim of this thesis is to advance the usability of ERP-BCIs for target users. To this end, five studies with BCIs have been conducted that enabled users to communicate by focusing their attention on external stimuli.
Two studies were conducted in order to demonstrate the advantages and to further improve the practical application of visual BCIs. In the first study, mental workload was experimentally manipulated during prolonged BCI operation. The study showed the robustness of the visual ERP-BCI since users maintained a satisfactory level of control despite constant distraction in the form of background noise. Moreover, neurophysiological markers that could potentially serve as indicators of high mental workload or fatigue were revealed. This is a first step towards future applications in which the BCI could adapt to the mental state of the user (e.g. pauses if high mental workload is detected to prevent false selections). In the second study, a head-mounted display (HMD), which assures that stimuli are presented in the field of view of the user, was evaluated. High accuracies and information transfer rates, similar to a conventional display, were achieved by healthy participants during a spelling task. Furthermore, a person in the locked-in state (LIS) gained control over the BCI using the HMD. The HMD might be particularly suited for initial communication attempts with persons in the LIS in situations, where mounting a conventional monitor is difficult or not feasible.
Visual ERP-BCIs could prove valuable for persons with residual control over eye muscles and sufficient vision. However, since a substantial number of target users have limited control over eye movements and/or visual impairments, BCIs based on non-visual modalities are required. Therefore, a main aspect of this thesis was to improve an auditory paradigm that should enable motor impaired users to spell by focusing attention on different tones. The two conducted studies revealed that healthy participants were able to achieve high spelling performance with the BCI already in the first session and stress the importance of the choice of the stimulus material. The employed natural tones resulted in an increase in performance compared to a previous study that used artificial tones as stimuli. Furthermore, three out of five users with a varying degree of motor impairments could gain control over the system within the five conducted sessions. Their performance increased significantly from the first to the fifth session - an effect not previously observed for visual ERP-BCIs. Hence, training is particularly important when testing auditory multiclass BCIs with potential users.
A prerequisite for user satisfaction is that the BCI technology matches user requirements. In this context, it is important to compare BCIs with already established assistive technology. Thus, the fifth study of this dissertation evaluated gaze dependent methods (EOG, eye tracking) as possible control signals for assistive technology and a binary auditory BCI with a person in the locked-in state. The study participant gained control over all tested systems and rated the ease of use of the BCI as the highest among the tested alternatives, but also rated it as the most tiring due to the high amount of attention that was needed for a simple selection. Further efforts are necessary to simplify operation of the BCI.
The involvement of end users in all steps of the design and development process of BCIs will increase the likelihood that they can eventually be used as assistive technology in daily life. The work presented in this thesis is a substantial contribution towards the goal of re-enabling communication to users who cannot rely on motor activity to convey their thoughts.
Für eine gesunde kindliche Entwicklung ist besonders in der frühen Kindheit
guter Schlaf sehr wichtig. Gerade im Baby- und Kleinkindalter sind
Schlafschwierigkeiten jedoch ein häufiges Phänomen. Vor allem Ein- und
Durchschlafstörungen kommen vielfach vor, die nicht automatisch mit zunehmendem
Alter eines Kindes remittieren. Sie können persistieren und zum
Teil auch schwerwiegende Folgen für die kindliche Entwicklung haben. Nicht
nur Hyperaktivität, Reizbarkeit und Aggressivität treten bei Kindern mit
Schlafstörungen gehäuft auf, sondern auch Tagesmüdigkeit, Konzentrationsund
Gedächtnisstörungen sowie kognitive Beeinträchtigungen können die
Folge sein. Darüber hinaus können Depressionen, Angststörungen und
Übergewicht langfristige Folgen von Schlafstörungen sein. Auch wirken sich
die Schlafstörungen bei jungen Kindern negativ auf die Eltern aus. Daher
ist es wichtig, Schlafprobleme im frühen Kindesalter zu erkennen, ernst zu
nehmen und frühzeitig zu behandeln.
Die vorliegende Arbeit besteht aus drei Teilen. Es wurden das elterliche
Wissen über Schlaf im Kleinkindalter sowie eine Auswahl von Elternratgeberliteratur
für kindliche Schlafprobleme untersucht. Ferner wurde das
multimodale Elterntrainingsprogramm „Mini-KiSS“, ein Elterntraining für
Kinder bis vier Jahren mit Schlafstörungen (Schlarb_2014), hinsichtlich
seiner externen Validität betrachtet.
Da Eltern diejenigen sind, die als erste mit den Schlafproblemen ihres
Kindes konfrontiert sind, sollten sie kindliche Schlafstörungen als diese
erkennen und auch einschätzen können, um ggf. weiterführende Maßnahme
einzuleiten. Deshalb ist es wichtig, dass Eltern über den kindlichen Schlaf
informiert sind. Um dieses elterliche Wissen über Schlaf von jungen Kindern
zu erfassen, wurde ein Fragebogen entwickelt, in dem Anwendungs- und Faktenwissen über Schlaf im Baby- und Kleinkindalter erfragt wurden. Dieser
wurde einer Online-Stichprobe (N = 1291) vorgelegt. Insgesamt verfügten die
Eltern über ein gutes Wissen, sie beantworteten 65% der Fragen korrekt. Es
zeigte sich jedoch ein Unterschied zwischen dem Anwendungswissen, wo die
Eltern 72% korrekt beantworteten und dem Faktenwissen, wo die Eltern 61%
der gestellten Fragen korrekt beantworteten. Allerdings wurden auch Unsicherheiten
sowie Wissensdefizite deutlich, die noch genauer erfasst werden
und denen künftig mit unverbindlichen Informations- und Beratungsangeboten
begegnet werden sollte. Insbesondere bei den Interventionsmöglichkeiten
zum Umgang mit einer Schlafproblematik im Kleinkindalter wurde ein
Dissens deutlich, der sich auch in der nachfolgenden Analyse von Elternratgeberliteratur
für Schlafschwierigkeiten widerspiegelte. Es wurden
Literaturanalysen über Ratgeber für das Kindesalter einerseits und für das
Baby- und Kleinkindalter andererseits durchgeführt. Dabei konnte gezeigt
werden, dass die Autoren entweder eine Position zum lerntheoretischen
Ansatz der graduierten Extinktion bezogen und diese Methode empfohlen
oder das Co-Sleeping, also das gemeinsame Schlafen von Eltern und Kind
in einem Bett, favorisierten. Zudem wurde in der vorliegenden Arbeit das
multimodale Elterntraining Mini-KiSS bezüglich der externen Validität im
Langzeitverlauf erfolgreich überprüft. Das Elterntraining richtet sich an
Eltern von Kindern im Alter von sechs Monaten bis vier Jahren mit Schlafstörungen
und findet in Form von sechs aufeinanderfolgenden Elternabenden
statt. Durch das Training kam es zu signifikanten Verbesserungen des kindlichen
und mütterlichen Schlafes, diese bis zur Ein-Jahres-Katamnese stabil.
Auch weitere mit problematischem kindlichem Schlafverhalten assoziierte
Parameter, wie das allgemeine kindliche Problemverhalten sowie die elterliche
Gesamtbelastung, konnten nachhaltig reduziert werden. Im Rahmen
der vorliegenden Arbeit konnte gezeigt werden, dass sich die Intervention
sowohl auf das Kind als auch auf die Eltern positiv auswirkte, was auch
anhand von objektiven Verfahren bestätigt werden konnte. Zusammengefasst leistet diese Arbeit somit mit der Befragung einer großen Online-Stichprobe zu frühkindlichem Schlaf, der literaturanalytischen Betrachtung
ausgewählter Ratgeberliteratur sowie der erfolgreichen Prüfung
der externen Validität des Mini-KiSS-Trainings einen wichtigen und richtungsweisenden
Beitrag zur aktuellen Forschung im Bereich der nichtorganischen
Schlafstörungen im Kleinkindalter.
Beyond the state of the art, towards intuitive and reliable non-visual Brain-Computer-Interfacing
(2016)
For the present work three main goals were formulated:
goal 1 To design a tactile BCI used for mobility which is
intuitive (G1.1), reliable and fast while being usable
by participants aged 50 years and above.
goal 2 To design an auditory BCI used for communication
which is intuitive and reliable.
goal 3 To examine the effects of training on tactile and
auditory BCI performance.
Three studies were performed to achieve these goals.
In the first study nine participants aged above 50 years
performed a five-session training after which eight participants
were able to navigate a virtual wheelchair with
mean accuracy above 95% and an ITR above 20 bits / min.
In the second study 15 participants, four of them endusers
with motor-impairment, were able to communicate
meaningful with high accuracies using an auditory BCI.
In the third study nine healthy and nine visually impaired
participants (regarded as sensory experts for non-visual
perception) performed tactile, auditory and visual (for
healthy participants only) copy tasks. Participants with
trained perception significantly outperformed control
participants for tactile but not for auditory performance.
Tactile performance of sensory experts was on equal levels
as the visual performance of control participants.
We were able to demonstrate viability of intuitive gazeindependent
tactile and auditory BCI. Our tactile BCI performed
on levels similar to those of visual BCI, outperforming
current tactile BCI protocols. Furthermore, we were
able to demonstrate significant beneficial effect of training
on tactile BCI performance. Our results demonstrate previously
untapped potential for tactile BCI and avenues for
future research in the field of gaze-independent BCI.
Brain computer interfaces based on sensorimotor rhythms modulation (SMR-BCIs) allow people to emit commands to an interface by imagining right hand, left hand or feet movements. The neurophysiological activation associated with those specific mental imageries can be measured by electroencephalography and detected by machine learning algorithms. Improvements for SMR-BCI accuracy in the last 30 years seem to have reached a limit. The currrent main issue with SMR-BCIs is that between 15% to 30% cannot use the BCI, called the "BCI inefficiency" issue. Alternatively to hardware and software improvements, investigating the individual characteristics of the BCI users has became an interesting approach to overcome BCI inefficiency. In this dissertation, I reviewed existing literature concerning the individual sources of variation in SMR-BCI accuracy and identified generic individual characteristics. In the empirical investigation, attention and motor dexterity predictors for SMR-BCI performance were implemented into a trainings that would manipulate those predictors and lead to higher SMR-BCI accuracy. Those predictors were identified by Hammer et al. (2012) as the ability to concentrate (associated with relaxation levels) and "mean error duration" in a two-hand visuo-motor coordination task (VMC). Prior to a SMR-BCI session, a total of n=154 participants in two locations took part of 23 min sessions of either Jacobson’s Progressive Muscle Relaxation session (PMR), a VMC session, or a control group (CG). No effect of PMR or VMC manipulation was found, but the manipulation checks did not consistently confirm whether PMR had an effect of relaxation levels and VMC on "mean error duration". In this first study, correlations between relaxation levels or "mean error duration" and accuracy were found but not in both locations. A second study, involving n=39 participants intensified the training in four sessions on four consecutive days or either PMR, VMC or CG. The effect or manipulation was assessed for in terms of a causal relationship by using a PRE-POST study design. The manipulation checks of this second study validated the positive effect of training on both relaxation and "mean error duration". But the manipulation did not yield a specific effect on BCI accuracy. The predictors were not found again, displaying the instability of relaxation levels and "mean error duration" in being associated with BCI performance. An effect of time on BCI accuracy was found, and a correlation between State Mindfulness Scale and accuracy were reported. Results indicated that a short training of PMR or VMC were insufficient in increasing SMR-BCI accuracy. This study contrasted with studies succeeding in increasing SMR-BCI accuracy Tan et al. (2009, 2014), by the shortness of its training and the relaxation training that did not include mindfulness. It also contrasted by its manipulation checks and its comprehensive experimental approach that attempted to replicate existing predictors or correlates for SMR-BCI accuracy. The prediction of BCI accuracy by individual characteristics is receiving increased attention, but requires replication studies and a comprehensive approach, to contribute to the growing base of evidence of predictors for SMR-BCI accuracy. While short PMR and VMC trainings could not yield an effect on BCI performance, mindfulness meditation training might be beneficial for SMR-BCI accuracy. Moreover, it could be implemented for people in the locked-in-syndrome, allowing to reach the end-users that are the most in need for improvements in BCI performance.