psychology4 papersavg year 2026weak evidence

Confirm the findings in a larger and more diverse

Research gap analysis derived from 4 psychology papers in our local library.

The gap

Further studies are needed to confirm the findings in a larger and more diverse population, - Research on the long-term effects of the music intervention on anxiety and behavioral changes is needed, - Investigation of the intervention's eff

Evidence profile

Sourced from the future-work section and stated challenges of the source papers, classified as general, spanning 4 journals.

Research trend

Established — well-defined area with open sub-problems.

Supporting evidence — 4 representative gaps

  • Cognitive Learning Strategies in Music Performance Practice in Formal and Informal Contexts: A Scoping Review Protocol (2026) · Nordic Journal of Systematic Reviews in Education · doi

    Future research should investigate the effectiveness of cognitive learning strategies in music performance practice. Future research should explore the implementation of cognitive learning strategies in diverse music learning environments. Future research should examine the impact of cognitive learning strategies on music performance outcomes.

    generalfuture-work sectionevidence 5/5
    Keywords: future research investigate effectiveness cognitive learning strategies music
  • The Effect of Improvisational Learning on Performance Anxiety among Chinese Zhongruan Learners: The Mediating Roles of Emotional Regulation and Self-Efficacy (2026) · Asia-pacific Journal of Convergent Research Interchange · doi

    Future studies can investigate the long-term effects of improvisational learning on music performance anxiety. Future studies can examine the impact of improvisational learning on music performance anxiety among different populations, such as Western instrument learners. Future studies can develop and test interventions that incorporate improvisational learning to reduce music performance anxiety.

    generalfuture-work sectionevidence 5/5
    Keywords: future studies investigate long-term effects improvisational learning music
  • Music Performance Anxiety in Higher Music Education: A Narrative Review of Mechanisms, Assessment, and Pedagogical Intervention (2026) · Journal of Educational Research and Policies · doi

    The complexity of music performance anxiety as a multi-level phenomenon. The need to develop effective assessment and intervention strategies that take into account the unique characteristics of music performance. The challenge of translating clinical evidence into pedagogical and institutional practice.

    generalstated challengesevidence 5/5
    Keywords: complexity music performance anxiety multi-level phenomenon need develop
  • Effectiveness of an interactive music tablet intervention to reduce procedural anxiety in children: a randomized controlled trial (2026) · Scientific Reports · doi

    Further studies are needed to confirm the findings in a larger and more diverse population, - Research on the long-term effects of the music intervention on anxiety and behavioral changes is needed, - Investigation of the intervention's effectiveness in different age groups and procedures

    generalfuture-work sectionevidence 3/5
    Keywords: further studies needed confirm findings larger diverse population

Questions about this gap

Further studies are needed to confirm the findings in a larger and more diverse population, - Research on the long-term effects of the music intervention on anxiety and behavioral… This is supported by 4 representative gap statements extracted from 4 papers, rated weak evidence.

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