Real-World Competence: Skills That Can't Be Autocompleted
(Prepared December 27, 2025)
How to use this file
This document is a “research spine” for Chapter 9. It maps the chapter’s main claims to credible sources (peer-reviewed when possible; otherwise major pediatric organizations or reputable reporting on primary research).
Use it in three ways: (1) to fact-check claims, (2) to create endnotes/footnotes later, and (3) to strengthen pitches, proposals, or appendices.
Evidence map: chapter claims → research support
Below, each claim includes (a) what the research suggests, (b) how to use it in prose, and (c) primary sources.
Competence reduces fragility/anxiety by increasing perceived capability (and reducing helplessness).
What the research suggests:
- AACAP notes chores are associated with higher self-esteem, responsibility, and better ability to deal with frustration/adversity/delayed gratification (a regulation-adjacent skill set).
- Self-Determination Theory: competence/autonomy/relatedness support well-being; thwarting them is linked to diminished motivation and ill-being.
- Self-efficacy theory: mastery experiences build belief in capability; self-efficacy relates to persistence and coping.
Cite this:
- AACAP (2018) Facts for Families No.125
- Ryan & Deci (2000) SDT (American Psychologist)
- Bandura (1977); Artino (2012) review
Chores and real responsibilities predict later self-competency, prosocial behavior, and (some) academic outcomes.
What the research suggests:
- Large U.S. longitudinal cohort (ECLS-K 2011, n=9,971) found kindergarten chore frequency associated with later self-competence and prosocial measures; any chore frequency linked with improved math scores.
- AAP (HealthyChildren.org) describes age-appropriate chores as developmental and recommends praising effort over perfection.
Cite this:
- White, DeBoer & Scharf (2019) - PubMed abstract
- AAP HealthyChildren.org (2024)
Competence is not just ‘doing’; it is a repeatable loop (notice → plan → do → recover → reset → reflect).
What the research suggests:
- Chores are executive-function heavy: planning, sequencing, switching tasks, and self-regulation. A review discusses chores as EF practice and surveys evidence linking chores and cognition/problem-solving.
Cite this:
- Tepper et al. (2022) - PMC
Hands-on, embodied learning is cognitively potent; the body supports the mind.
What the research suggests:
- Review argues embodied learning improves memory and understanding when mind and body work together.
- Study with 6–7-year-olds found active participation improved performance on Piagetian conservation tasks compared to watching.
Cite this:
- Macedonia (2019) Frontiers in Psychology
- Lozada & Carro (2016) Frontiers in Psychology
Polish is cheap; process matters. Praising effort supports persistence more than praising ‘smartness.’
What the research suggests:
- Classic experiments: praising intelligence increased performance-goal orientation and reduced persistence/enjoyment after failure; praising effort supported learning goals and resilience after setbacks.
Cite this:
- Mueller & Dweck (1998)
AI can improve short-term performance while harming long-term learning if it removes practice reps.
What the research suggests:
- Field experiment with ~1,000 students: GPT access improved practice accuracy but reduced later test performance when tool removed; authors frame as a ‘crutch’ effect and propose safeguards.
- Hechinger Report summary links to working paper and describes results and limitations (preprint, not yet peer-reviewed at time of reporting).
Cite this:
- Bastani et al. (2024) SSRN working paper
- Barshay (2024) The Hechinger Report
Competence supports contribution, and contribution supports well-being and belonging (a ‘member’ mindset).
What the research suggests:
- Five Cs model includes competence and links thriving youth with contribution (‘sixth C’).
- Harvard Study of Adult Development highlights social connection as a predictor of long-term happiness and health - useful for framing competence as a pathway into contribution and relationship.
Cite this:
- NAAEE overview of Lerner Five Cs model
- Harvard Gazette (2017) on Harvard Study of Adult Development
Citation-ready snippets (drop into endnotes, acknowledgements, or a research appendix)
Chores and resilience
AACAP notes that children who do chores may show higher self-esteem and responsibility and may be better equipped to deal with frustration, adversity, and delayed gratification (AACAP, 2018).
Chores and later competence
In a U.S. longitudinal cohort analysis (ECLS-K 2011; n=9,971), kindergarten chore frequency was associated with later self-competence, prosocial behavior, and self-efficacy in third grade; any chore frequency was also associated with improved math scores (White, DeBoer, & Scharf, 2019).
Executive function
A research review describes household chores as real-world executive-function practice because they often require planning, sequencing, task switching, and self-regulation (Tepper et al., 2022).
Embodied learning
Embodied learning research argues that physical engagement can strengthen learning and memory by reuniting mind and body in instruction (Macedonia, 2019), and experimental work shows active participation can improve children’s cognitive understanding compared with passive observation (Lozada & Carro, 2016).
Process praise
Experimental studies show that praising intelligence can increase performance-goal focus and reduce persistence after failure, while praising effort supports learning goals and resilience (Mueller & Dweck, 1998).
AI as a crutch
A field experiment with nearly 1,000 students found that access to GPT-based tools improved practice performance but reduced later test performance once access was removed; the authors argue that tools can become a ‘crutch’ if they replace practice reps (Bastani et al., 2024; Barshay, 2024).
Full bibliography
American Academy of Child & Adolescent Psychiatry. (2018). Chores and Children (Facts for Families No.125). https://www.aacap.org/AACAP/Families_and_Youth/Facts_for_Families/FFF-Guide/Chores_and_Children-125.aspx
American Academy of Pediatrics. (2024). Age-Appropriate Chores for Children. HealthyChildren.org. https://www.healthychildren.org/English/family-life/family-dynamics/communication-discipline/Pages/Chores-and-Responsibility.aspx
Artino, A. R., Jr. (2012). Academic self-efficacy: from educational theory to instructional practice. Perspectives on Medical Education, 1, 76–85. https://pmc.ncbi.nlm.nih.gov/articles/PMC3540350/
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215. PDF: https://educational-innovation.sydney.edu.au/news/pdfs/Bandura%201977.pdf
Barshay, J. (2024, September 2). Kids who use ChatGPT as a study assistant do worse on tests. The Hechinger Report. https://hechingerreport.org/kids-chatgpt-worse-on-tests/
Bastani, H., Bastani, O., Sungu, A., Ge, H., Kabakcı, Ö., & Mariman, R. (2024). Generative AI Can Harm Learning (Working paper). SSRN. https://ssrn.com/abstract=4895486
Kadir, N. B. A., et al. (2021). The 5Cs of Positive Youth Development, purpose in life, hope, and well-being among emerging adults in Malaysia. Frontiers in Psychology, 12, 641870. https://pmc.ncbi.nlm.nih.gov/articles/PMC8319496/
Lozada, M., & Carro, N. (2016). Embodied action improves cognition in children: Evidence from a study based on Piagetian conservation tasks. Frontiers in Psychology, 7, 393. https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2016.00393/full
Macedonia, M. (2019). Embodied learning: Why at school the mind needs the body. Frontiers in Psychology, 10, 2098. https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2019.02098/full
Mueller, C. M., & Dweck, C. S. (1998). Praise for intelligence can undermine children’s motivation and performance. Journal of Personality and Social Psychology, 75(1), 33–52. PDF: https://www.columbia.edu/cu/psychology/courses/3615/Readings/Mueller_Dweck.pdf
Ryan, R. M., & Deci, E. L. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist, 55(1), 68–78. https://selfdeterminationtheory.org/SDT/documents/2000_RyanDeci_SDT.pdf
Tepper, D. L., et al. (2022). Executive functions and household chores: Does engagement in chores predict children’s cognition? Australian Psychologist. https://pmc.ncbi.nlm.nih.gov/articles/PMC9796572/
White, E. M., DeBoer, M. D., & Scharf, R. J. (2019). Associations between household chores and childhood self-competency. Journal of Developmental & Behavioral Pediatrics, 40(3), 176–182. Abstract on PubMed: https://pubmed.ncbi.nlm.nih.gov/30507727/
North American Association for Environmental Education. (n.d.). Positive Youth Development (Lerner Five Cs model overview). https://evaluation.naaee.org/outcomes/positive-youth-development
Mineo, L. (2017, April 11). Good genes are nice, but joy is better. Harvard Gazette (Harvard Study of Adult Development). https://news.harvard.edu/gazette/story/2017/04/over-nearly-80-years-harvard-study-has-been-showing-how-to-live-a-healthy-and-happy-life/