Combining Observation and Physical Practice: Benefits of an Interleaved Schedule for Visuomotor Adaptation and Motor Memory Consolidation

Visuomotor adaptation to novel environments can occur via non-physical means, such as observation. Observation does not appear to activate the same implicit learning processes as physical practice, rather it appears to be more strategic in nature. However, there is evidence that interspersing observational practice with physical practice can benefit performance and memory consolidation either through the combined benefits of separate processes or through a change in processes activated during observation trials. To test these ideas, we asked people to practice aiming to targets with visually rotated cursor feedback or engage in a combined practice schedule comprising physical practice and observation of projected videos showing successful aiming. Ninety-three participants were randomly assigned to one of five groups: massed physical practice (Act), distributed physical practice (Act+Rest), or one of 3 types of combined practice: alternating blocks (Obs_During), or all observation before (Obs_Pre) or after (Obs_Post) blocked physical practice. Participants received 100 practice trials (all or half were physical practice). All groups improved in adaptation trials and showed savings across the 24-h retention interval relative to initial practice. There was some forgetting for all groups, but the magnitudes were larger for physical practice groups. The Act and Obs_During groups were most accurate in retention and did not differ, suggesting that observation can serve as a replacement for physical practice if supplied intermittently and offers advantages above just resting. However, after-effects associated with combined practice were smaller than those for physical practice control groups, suggesting that beneficial learning effects as a result of observation were not due to activation of implicit learning processes. Reaction time, variable error, and post-test rotation drawings supported this conclusion that adaptation for observation groups was promoted by explicit/strategic processes.

Aspects regarding the integration of children with special educational needs through participation in physical education

Background: ‪Special education offers ways to the best capitalization of the possibilities that children in difficulty may have. These children, and especially those with mental and behavioral disabilities, need additional, competent supervision from specialists. Children and young people with special needs (SEN) are included in social (re)integration programs whose objectives can also be achieved through sport activities. Material and methods: In the high school where the research was conducted, during the observational practice, students with mild special educational needs are integrated into mainstream education and participate in physical activities. Results: ‪70.40% of the secondary school students and 71.10% of the primary school students agree with the inclusion of students with SEN in teams with the other students in the physical education class, and 16.60% and 14.50%, respectively, consider that they should be relieved of effort, while 13% and 14.50% want to practice separate classes. Conclusions: ‪The results of the study show that students with disabilities can be integrated through physical education activities, being accepted and encouraged by their peers. However, the lack of specialized teachers raises certain barriers in achieving the integration of people with SEN.

Linking emotions to behaviors through deep transfer learning

Human behavior refers to the way humans act and interact. Understanding human behavior is a cornerstone of observational practice, especially in psychotherapy. An important cue of behavior analysis is the dynamical changes of emotions during the conversation. Domain experts integrate emotional information in a highly nonlinear manner; thus, it is challenging to explicitly quantify the relationship between emotions and behaviors. In this work, we employ deep transfer learning to analyze their inferential capacity and contextual importance. We first train a network to quantify emotions from acoustic signals and then use information from the emotion recognition network as features for behavior recognition. We treat this emotion-related information as behavioral primitives and further train higher level layers towards behavior quantification. Through our analysis, we find that emotion-related information is an important cue for behavior recognition. Further, we investigate the importance of emotional-context in the expression of behavior by constraining (or not) the neural networks’ contextual view of the data. This demonstrates that the sequence of emotions is critical in behavior expression. To achieve these frameworks we employ hybrid architectures of convolutional networks and recurrent networks to extract emotion-related behavior primitives and facilitate automatic behavior recognition from speech.

Combining Effect of Observational Practice, Mental Imagery and Physical Practice on learning a Soccer Dribbling Task in Amateur Boys

This study aimed to investigate the facilitative effect of observational practice combined with mental imagery on learning of soccer dribbling. 140 young boys with the average age of 14,52 (±2,96) and mental imagery score of 48,69 (±5,1), who were unfamiliar with the research task, voluntarily participated in this study. The participants were assigned to homogenous groups according to their pre-tests results as follow: 1- physical practice; 2- observational practice; 3-mental imagery practice; 4-physical-observational practice; 5-physical-mental imagery practice; 6- observational-mental imagery practice and 7- physical-observational-mental imagery practice. Then the participants completed three sessions including ninety trials. At the end of the final training session, an immediate retention test was conducted that followed by a delayed retention test after 48 hours. The results of One-Way ANOVA test indicated that in both immediate and delayed retention tests, the physical-observational-mental imagery group and the physical group had a better performance compared with other groups (p<.05). Furthermore, the combined physical-mental imagery group obtained higher scores in soccer dribbling task in comparison with the combined physical-observational group. The findings support the beneficial effects of cognitive interventions as well as physical practice.

Co-developing Indigenous seasonal calendars to support ‘healthy Country, healthy people’ outcomes

In caring for Country, Indigenous Australians draw on laws, knowledge and customs that have been inherited from ancestors and ancestral beings, to ensure the continued health of lands and seas with which they have a traditional attachment or relationship. This is a reciprocal relationship, whereby land is understood to become wild/sick if not managed by its people, and in turn individuals and communities suffer without a maintained connection to Country. It is well understood by Indigenous people that if you ‘look after country, country will look after you’. Indigenous knowledge systems that underpin the local care (including use and management) of Country are both unique and complex. These knowledge systems have been built through strong observational, practice-based methods that continue to be enacted and tested, and have sustained consecutive generations by adapting continually, if incrementally, to the local context over time. This paper describes a research partnership that involved the sharing and teaching of Ngan’gi Aboriginal ecological knowledge in order to reveal and promote the complex attachment of Ngan’gi language speakers of the Daly River, Australia, to water places. This engagement further led to the incremental co-development of an Indigenous seasonal calendar of aquatic resource use. The seasonal calendar emerged as an effective tool for supporting healthy Country, healthy people outcomes. It did this by facilitating the communication of resource management knowledge and connection with water-dependent ecosystems both inter-generationally within the Ngan’gi language group, as well as externally to non-Indigenous government water resource managers. The Indigenous seasonal calendar form has subsequently emerged as a tool Indigenous language groups are independently engaging with to document and communicate their own knowledge and understanding of Country, to build recognition and respect for their knowledge, and to make it accessible to future generations.