Construction and Application of Random Forest (RF)-Based Early Childhood Development Assessment Models

[1] Pickens, I. B., Howard, M. L., Jane Halladay-Goldman, Cruise, K. R., & Watson, K. R. (2019). Development and pilot of the national child traumatic stress network trauma-informed juvenile court self-assessment. Juvenile and Family Court Journal, 70(2), 31-54. Search in Google Scholar

[2] Shrestha MerinaStrand Tor A.Ulak ManjesworiChandyo Ram K.Ranjitkar SumanHysing MariShrestha LaxmanKvestad Ingrid.(2019). The feasibility of the a a ges and s s tages q q uestionnaire for the assessment of child development in a community setting in nepal. child: care, health and development, 45(3). Search in Google Scholar

[3] Nolbris, M. J., Gustafsson, A. L., Fondin, C., Mellgren, K., & Nilsson, S. (2019). Development of a web-based assessment tool that evaluates the meal situation when a child with cancer has a percutaneous endoscopic gastrostomy. Pediatric blood & cancer.(S4), 66. Search in Google Scholar

[4] Fardell, J. E., Nan, H., Wakefield, C. E., Glenn, M., Jane, B., & Raghu, L., et al. (2023). Impact of hospitalizations due to chronic health conditions on early child development. Journal of Pediatric Psychology (10), 10. Search in Google Scholar

[5] Boggs, D., Milner, K. M., Chandna, J., Black, M., & Lawn, J. E. (2019). Rating early child development outcome measurement tools for routine health program use. Archives of Disease in Childhood, 104(Suppl 1), S22-S33. Search in Google Scholar

[6] Kapoor, A., & Singh, K. (2019). An assessment of facilities and services at anganwadi centers under the integrated child development service scheme in urban area of kathua district, jammu and kashmir. international Journal of Community Medicine and Public Health, 6(12), 5272. Search in Google Scholar

[7] Sim, W. H., Jorm, A. F., Lawrence, K. A., & Yap, M. B. H. (2019). Development and evaluation of the parenting to reduce child anxiety and depression scale (parcads): assessment of parental concordance with guidelines for the prevention of child anxiety and depression. other, 7. Search in Google Scholar

[8] Meter, D. J., & Ehrenreich, S. E. (2022). Child development in real time: the power of ambulatory assessment for investigating dynamic developmental processes and behavior longitudinally. Advances in child development and behavior, 62, 269-294. Search in Google Scholar

[9] Navuluri, K., Kishore, S., Sinha, S., Bahurupi, Y., & Jain, B. (2020). Assessment of integrated child development services scheme in select districts of uttarakhand. national Journal of Community Medicine, 11(5), 1. Search in Google Scholar

[10] Euclides José de Mendona Filho, Silva, M. A. D., Koziol, N. A., Hawley, L., & Bandeira, D. R. (2021). Assessing cognitive development through maternal report: validity evidence from the dimensional inventory for child development assessment. European Journal of Developmental Psychology, 00, 1-17. Search in Google Scholar

[11] Knauer, H. A., Kariger, P., Jakiela, P., Ozier, O., & Fernald, L. C. H. (2019). Multilingual assessment of early child development: analyses from repeated observations of children in kenya. policy research working paper series. Search in Google Scholar

[12] Chiang, J. J., & Lam, P. H. (2020). Commentary: ecological momentary assessment as a tool for understanding dynamic patterns in child and adolescent health and development - reflections on russell and gajos (2020). Journal of Child Psychology and Psychiatry, 61. Search in Google Scholar

[13] Kishore, S., Quazi, S. Z., Kishore, P. S., Singh, V., & Waghmare, R. (2021). Assessment of mother-child (0 - 36 months) interaction, and its association with socio-emotional development in rural area of wardha district. journal of Evolution of Medical and Dental Sciences(18). Search in Google Scholar

[14] Dwiyatna, A., Irwanto, I., Setiawati, Y., & Wardhani, I. L. (2020). The impact of child care on child development in daycare and at home (wpyw opieki przedszkolnej i domowej na rozwój dziecka). Pediatria i Medycyna Rodzinna. Search in Google Scholar

[15] KiyomiDecker, TaekoWatanabe, & ToshikoMatsushita. (2020). Development of the assessment scale of the father’s readiness for child-rearing. u.s.-chinese medicine: english version, 17(1), 9. Search in Google Scholar

[16] Ahmad, N., Rehman, M. B., El Hassan, H. M., Ahmad, I., & Rashid, M. (2022). An efficient machine learning-based feature optimization model for the detection of dyslexia. Computational Intelligence and Neuroscience, 2022, 8491753. Search in Google Scholar

[17] FAN Yongfeng, SONG Naiqing (2019). Educational assessment model and its paradigm construction in the era of big data. Chinese Academy of Social Sciences, 2019(12):139-155+202-203. Search in Google Scholar

[18] P. Soros, E. Hoxhaj, P. Borel, C. Sadohara, B. Feige, S. Matthies, H. Muller, K. Bachmann, M. Schulze and A (2019). Philipsen. Hyperactivity/restlessness is associat-ed with increased functional connectivity in adults with ADHD: a dimensionalanalysis of resting state fMRI. bmc Psychiatry, 2019, 19:43. Search in Google Scholar

[19] Alcaraz-Muñoz, V, Izquierdo, M. I. C., García, G. M. G., et al (2020). Joy in movement: traditional sporting games andemotional experience in elementary physical education. Frontiers in Psychology, 2020, 11. Search in Google Scholar