haal
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Sources

Sources & references

The full, numbered list of peer-reviewed sources behind haal's evidence layer. Each entry includes a brief, plain-English note on why it is part of the haal evidence base. These citations are linked from the Science page and Approach page.

  1. [1]

    Dean, L., Churchill, B., & Ruppanner, L. (2022). The mental load: building a deeper theoretical understanding of how cognitive and emotional labour overloads women and mothers. Community, Work & Family, 25(1), 13–29.

    Note: Establishes that mental load is “always on” and boundaryless — explains why it overloads.

  2. [2]

    Daminger, A. (2019). The cognitive dimension of household labor. American Sociological Review, 84(4), 609–633.

    Note: Seminal four-part model — anticipate, identify options, decide, monitor.

  3. [3]

    Reich-Stiebert, N., Froehlich, L., & Voltmer, J-B. (2023). Gendered mental labor: a systematic literature review on the cognitive dimension of unpaid work within the household and childcare. Sex Roles, 88, 475–494.

    Note: 31-study review establishing cognitive labour as a distinct, gendered construct.

  4. [4]

    Aviv, E., Waizman, Y., Kim, E., et al. (2025). Cognitive household labor: gender disparities and consequences for maternal mental health and wellbeing. Archives of Women's Mental Health, 28. https://doi.org/10.1007/s00737-024-01490-w

    Note: Mothers ~2× fathers in cognitive-labour time; cognitive household labour positively associated with depression, stress and burnout in mothers.

  5. [5]

    Ciciolla, L., & Luthar, S. S. (2019). Invisible household labor and ramifications for adjustment: mothers as captains of households. Sex Roles, 81(7), 467–486.

    Note: Disproportionate invisible load linked to lower wellbeing and relationship satisfaction.

  6. [6]

    Weeks, A. C. (2025). The political consequences of the mental load. European Sociological Review, 42(3), 372–386. https://doi.org/10.1093/esr/jcaf019

    Note: High levels of mental load crowd out cognitive space for other areas of life — supports haal's calm, selective approach to surfacing load rather than overwhelming parents with it.

  7. [7]

    Selman, S. B., & Dilworth-Bart, J. E. (2024). Routines and child development: a systematic review. Journal of Family Theory & Review.

    Note: Family routines positively associated with outcomes across five developmental domains.

  8. [8]

    World Health Organization, UNICEF & World Bank Group (2018). Nurturing care for early childhood development: a framework for helping children survive and thrive to transform health and human potential. Geneva: WHO.

    Note: Foundational framework — identifies responsive caregiving and caregiver capacity as essential.

  9. [9]

    Gollwitzer, P. M., & Sheeran, P. (2006). Implementation intentions and goal achievement: a meta-analysis of effects and processes. Advances in Experimental Social Psychology, 38, 69–119.

    Note: d = 0.65 across 94 studies and 8,755 participants — well-timed specific prompts improve follow-through.

  10. [10]

    Cona, G., Bisiacchi, P. S., Sartori, G., & Scarpazza, C. (2016). Effects of cue focality on the neural mechanisms of prospective memory. Scientific Reports, 6, 25866.

    Note: Focal, contextually relevant cues are processed more automatically — less effortful to act on.

  11. [11]

    Durlak, J. A., Weissberg, R. P., Dymnicki, A. B., Taylor, R. D., & Schellinger, K. B. (2011). The impact of enhancing students' social and emotional learning: a meta-analysis of school-based universal interventions. Child Development, 82(1), 405–432.

    Note: 213 studies, 270,000 children — SEL programmes produced 11-percentile-point academic gain.

  12. [12]

    Taylor, R. D., Oberle, E., Durlak, J. A., & Weissberg, R. P. (2017). Promoting positive youth development through school-based social and emotional learning interventions: a meta-analysis of follow-up effects. Child Development, 88(4), 1156–1171.

    Note: SEL benefits persist at follow-up but are typically smaller than immediate effects.

  13. [13]

    Bradshaw, E. L., Duineveld, J. J., et al. (2024). Disentangling autonomy-supportive and psychologically controlling parenting from child and adolescent perspectives: a multi-level meta-analysis. Psychological Bulletin. [Preprint confirmed.]

    Note: Autonomy support r=0.30 positive wellbeing; psychological control r=0.26 ill-being — consistent cross-culturally.

  14. [14]

    Dowdall, N., Melendez-Torres, G. J., Murray, L., Gardner, F., Hartford, L., & Cooper, P. J. (2020). Shared picture book reading interventions for child language development: a systematic review and meta-analysis. Child Development, 91(2), e383–e399.

    Note: Shared interactive reading significantly improves vocabulary and comprehension.

  15. [15]

    EV-007 (2023). App-based support for parental self-efficacy in the first 1,000 days: a randomised controlled trial. [PMC9878327, UK.]

    Note: App use frequency correlated with parental self-efficacy (r = 0.39) — early UK evidence.

  16. [16]

    Albanese, A. M., Russo, G. R., & Geller, P. A. (2019). The role of parental self-efficacy in parent and child well-being: a systematic review of associated outcomes. Child: Care, Health and Development, 45(3), 333–363.

    Note: Higher parental self-efficacy consistently linked to positive parent and child outcomes.