School counselors play an integral role in fostering students’ noncognitive skills (e.g., social/emotional skills, mindsets) identified within the American School Counselor Association Mindsets & Behaviors Standards. We analyzed responses from a sample of 1484 high school students to explore the factor structure of the School Counselor Noncognitive Skills Scale (SCNSS). Results of an exploratory and confirmatory factor analysis yielded a three-factor solution: (a) Values and Decision Making, (b) Social/Emotional Skills, and (c) Future Planning. We discuss the rationale for the SCNSS in relation to evidence-based school counseling, describe the development and factor structure of the SCNSS, and offer implications for school counselors and future research.
American School Counselor Association (2014). ASCA mindsets & behaviors for student success: K-12 college- and career-readiness standards for every student.
ClemensE. V.ShippA.KimbelT. (2011). Investigating the psychometric properties of school counselor self-advocacy questionnaire. Professional School Counseling, 15(1), 34–44. https://doi.org/10.1177/2156759X1101500101
8.
Collaborative for Academic, Social, and Emotional Learning (2005). Safe and sound: An educational leader’s guide to evidence-based social and emotional learning (SEL) programs (Illinois edition).
9.
CostelloA. B.OsborneJ. W. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research & Evaluation, 10(7), 1–9. https://doi.org/10.7275/jyj1-4868
CrossF. D.LiuJ.BharajP. K.EkerA. (2019). Integrating social-emotional and academic development in teachers’ approaches to educating students. Policy Insights From the Behavioral and Brain Sciences, 6(2), 138–146. https://doi.org/10.1177/2372732219864375
12.
DurlakJ. A.DomitrovichC. E.WeissbergR. P.GullottaT. P. (Eds.), (2015). Handbook of social and emotional learning: Research and practice. Guilford.
13.
DurlakJ. A.WeissbergR. P.DymnickiA. B.TaylorR. D.SchellingerK. 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. https://doi.org/10.1111/j.1467-8624.2010.01564.x
14.
FarringtonC. A.RoderickM.AllensworthE.NagaokaJ.KeyesT. S.JohnsonD. W.BeechumN. O. (2012). Teaching adolescents to become learners. The role of noncognitive factors in shaping school performance: A critical literature review. University of Chicago Consortium on Chicago School Research.
15.
FrankJ. L. (2020). School-based practices for the 21st century: Noncognitive factors in student learning and psychosocial outcomes. Policy Insights from the Behavioral and Brain Sciences, 7(1), 44–51. https://doi.org/10.1177/2372732219898703
16.
GreeneJ. H. (2018). The multicultural school counseling behavior scale: Development, psychometrics, and use. Professional School Counseling, 22(1), 1-10. https://doi.org/10.1037/t73327-000.
17.
HeckmanJ. J.RubinsteinY. (2001). The importance of noncognitive skills: Lessons from the GED testing program. American Economic Review, 91(2), 145–149. https://doi.org/10.1257/aer.91.2.145
18.
HornJ. L. (1965). A rationale and test for the number of factors in factor analysis. Psychometrics, 30(2), 179–185. https://doi.org/10.1007/bf02289447
KaiserH. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement, 20(1), 141–151. https://doi.org/10.1177/001316446002000116
KimbelT.ClemensE. V. (2014). The development and validation of the school counseling program report card–student version. Professional School Counseling, 18(1), 111–124. https://doi.org/10.1177/2156759X0001800111
23.
MasonE. C. M.TrezekB. J. (2021). Using the CSCORE protocol to identify evidence-based practices in school counseling intervention research. Counseling Outcome Research and Evaluation, 12(2), 91–104. https://doi.org/10.1080/21501378.2020.1796480
24.
MerrellK. W.JuskelisM. P.TranO. K.BuchananR. (2008). Social and emotional learning in the classroom: Evaluation of strong kids and strong teens on students’ social emotional knowledge and symptoms. Journal of Applied School Psychology, 24(2), 209–224. https://doi.org/10.1080/15377900802089981
NovakovicA.MichelR. E.OckermanM. S. (2020). Teaching school counselors to use evidence-based practice to advance social justice: A case study. Professional School Counseling, 23(1_part_3), 1-7. https://doi.org/10.1177/2156759X20904472.
ScarboroughJ. L. (2005). The school counselor activity rating scale: An instrument for gathering process data. Professional School Counseling, 8(3), 274–283.
TabachnickB. G.FidellL. S. (2013). Using multivariate statistics (6th ed.). Pearson.
31.
TaylorR. D.OberleE.DurlakJ. A.WeissbergR. 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. https://doi.org/10.1111/cdev.12864
32.
ThompsonD. W.LoeschL. C.SeraphineA. E. (2003). Development of an instrument to assess the counseling needs of elementary school students. Professional School Counseling, 7(1), 35–39.
33.
van ProoijenJ.-W.van der KlootW. A. (2001). Confirmatory analysis of exploratively obtained factor structures. Educational and Psychological Measurement, 61(5), 777–792. https://doi.org/10.1177/00131640121971518
34.
VillaresE.LembergerM.BrigmanG.WebbL. (2011). Student success skills: An evidence‐based school counseling program grounded in humanistic theory. The Journal of Humanistic Counseling, 50(1), 42–55. https://doi.org/10.1002/j.2161-1939.2011.tb00105.x
35.
WatsonJ. C. (2017). Establishing evidence for internal structure using exploratory factor analysis. Measurement and Evaluation in Counseling and Development, 50(4), 232–238. https://doi.org/10.1080/07481756.2017.1336931
36.
WeissbergR. P.DurlakJ. A.DomitrovichC. E.GullottaT. P. (2015). Social and emotional learning: Past, present, and future. In DurlakJ. A.DomitrovichC. E.WeissbergR. P.GullottaT. P. (Eds.), Handbook for social and emotional learning: Research and practice (pp. 3–19). Guilford.
37.
ZyromskiB.DimmittC.MarianiM.GriffithC. (2018). Evidence-based school counseling: Models for integrated practice and school counselor education. Professional School Counseling, 22(1), 1-12. https://doi.org/10.1177/2156759X18801847.
