cognitive engagement measures self children

The gap

Supporting evidence — 8 representative gaps

• Satisfaction in human-DSS interaction is interactively modulated by broad DSS representations and single interactions (2026) · doi

  While this study provides valuable insights into the cognitive pro- cesses underlying DSS satisfaction, several factors may limit the eco- logical validity and generalizability of the findings. First, the experimental scenarios were low-stakes and narrative-based, which may not have elicited the emotional or cognitive engagement typical of real-world DSS applications. This design allowed us to investigate fundamental mechanisms of satisfaction, such as agreement between user and system, consistency across decisions, and the formation of global system representations. Classically, real DSS often involve high-stakes decisions (for example in healthcare, finance, or legal con- texts), with tangible consequences. However, AI tools and DSSs are increasingly used outside of high-risk scenarios, e.g., when browsing information, booking a holiday, or online shopping. It is necessary to be cautious when generalizing these results to real-world deploy- ments, as effect magnitudes and user experiences may differ across separate domains (e.g., high-stakes contexts, online shopping, infor- mation gathering, etc.). Second, satisfaction was measured via self- report ratings; including additional behavioral measures such as reliance, trust scales, or confidence ratings could provide a more robust understanding of user responses. Third, the participant pool was predominantly young and well-educated (58.8% with Master’s degrees), which limits generalizability to broader populations. Fourth, the development of system representation across repeated trials should be better explored by systematically varying the degree of experience with a system. Acknowledging these limitations emphasizes that findings should be interpreted within the constraints of the experimental setup, while highlighting the novelty of our methodology, which directly observes interactions between users and systems - a challenging approach rarely implemented in DSS research. Building on these limitations, future research could expand on this work by validating the results with real AI-based DSSs. Furthermore, it may be useful to implement longitudinal projects to observe the evolution of satisfaction over days or weeks and include behavioral measures of adherence to the system’s recommendations and external satisfaction ratings. These approaches would strengthen ecological validity and provide a more comprehensive understanding of how user satisfaction develops in the actual use of DSSs.

  Keywords: satisfaction system real user stakes across high dsss ratings cognitive validity generalizability experimental scenarios based
• Parents and community agency in early childhood education and development in rural Ghana: towards an indigenous home-based early learning model (2026) · doi

  While the study explored parental perspectives on indigenous play pedagogies, it did not measure actual child developmental outcomes; future research must employ quantitative and qualitative methods to assess the specific impacts of indigenous play pedagogies on children's cognitive, linguistic, socioemotional, and physical developmental outcomes in rural Ghana.

  Keywords: indigenous play pedagogies developmental outcomes quantitative assessment child cognitive socioemotional
• The quality of the physical environment of Early Childhood Care and Education Centers in the Northeast region of Portugal: a comparison between researchers’ and educators’ assessments (2026) · doi

  No empirical relationship exists between ECEC physical environment quality scores and measurable child outcomes; future studies must correlate environment quality ratings with children's play, cognitive development, motor skills, social-emotional competence, well-being, and engagement using standardized observational and developmental assessment scales.

  Keywords: physical environment quality child outcomes play development cognitive motor social-emotional competence ECEC
• Digital mindfulness, trait anxiety, and psychological wellbeing: the chain mediating roles of emotion regulation and self-compassion (2026) · doi

  The study employed a cross-sectional design, which precludes establishing temporal precedence among digital mindfulness engagement, emotion regulation, self-compassion, and psychological wellbeing. Causal inferences cannot be drawn.

  Keywords: employed cross sectional design precludes establishing temporal precedence among digital mindfulness engagement emotion regulation self
• Digital mindfulness, trait anxiety, and psychological wellbeing: the chain mediating roles of emotion regulation and self-compassion (2026) · doi

  Individual differences, such as dispositional mindfulness, may have influenced both engagement in digital mindfulness practices and the observed psychological outcomes. Longitudinal or experimental designs incorporating trait mindfulness measures would help clarify these alternative explanations.

  Keywords: mindfulness individual differences dispositional influenced engagement digital practices observed psychological outcomes longitudinal experimental designs incorporating
• Digital mindfulness, trait anxiety, and psychological wellbeing: the chain mediating roles of emotion regulation and self-compassion (2026) · doi

  Future research would benefit from integrating behavioral or usage-based data alongside self-report measures to provide a more comprehensive understanding of digital mindfulness engagement.

  Keywords: future benefit integrating behavioral usage based alongside self report measures provide comprehensive understanding digital mindfulness
• MULTISENSORY FEEDBACK-INTEGRATED EMOTIONAL INTERACTION SYSTEM FOR EMOTIONAL INTERVENTION: INNOVATION, ADVANCEMENT, AND SOCIETAL VALUE (2026) · doi

  Establish a children's emotional health big data platform to realize long-term tracking of intervention effects and data-driven continuous optimization of the system.

  Keywords: establish children emotional health platform realize long term tracking intervention effects driven continuous optimization system
• The effect of phosphatidylserine on behavioral problems in children with attention deficit hyperactivity disorder (2026) · doi

  Future studies should explore the potential role of PS in emotional and behavioral regulation in children with ADHD.

  Keywords: future explore potential role emotional behavioral regulation children adhd