Abstract
Using multiple methodological approaches in a sample of Chinese high school students (N = 1511), this paper reports on the development and initial validation of a 32-item Student Perceptions of School Guidance Support Scale (SPSGSS) initially intended to measure guidance support students perceive they receive from schools in four key areas of student development: academic development, career development, personal/social development, and college preparation. Results of factor analyses show that a bifactor model emerges as a best fit, indicating that students may have both an overall conception of what school guidance support is like and a separate understanding of specific aspects of school guidance support that contribute to the measurement of the overall conception. Examinations of ancillary bifactor indices reveal high reliability of the SPSGSS total score, suggesting that the total score is a reliable measure of the general SPSGSS factor. Moreover, this survey shows clear evidence of measurement invariance across genders and grade levels. Implications of these findings for educational research and practice are discussed.
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The data supporting the fndings of this study are available from the corresponding author upon reasonable request.
References
Akkermans, J., & Tims, M. (2017). Crafting your career: How career competencies relate to career success via job crafting. Applied Psychology: An International Review, 66(1), 168–195. https://doi.org/10.1111/apps.12082
American School Counselor Association. (2019). ASCA National Model: A framework for school counseling programs (4th ed.). APA.
American School Counselor Association. (2004). ASCA National Standards for students. http://static.pdesas.org/content/documents/ASCA_National_Standards_for_Students.pdf.
Athreya, K., & Eberly, J. (2021). Risk, the college premium, and aggregate human capital investment. American Economic Journal: Macroeconomics, 13(2), 168–213. https://doi.org/10.1257/mac.20160396
Bodenhorn, N., & Skaggs, G. (2005). Development of the school counselor self-efficacy scale. Measurement and Evaluation in Counseling and Development, 38(1), 14–28. https://doi.org/10.1080/07481756.2005.11909766
Bryan, J., Young, A., Griffin, D. C., & Henry, L. (2015). Preparing students for higher education: How school counselors can foster college readiness and access. In J. L. DeVitis & P. Sasso (Eds.), Higher education and society. Peter Lang.
Chyung, S. Y. Y., Barkin, J. R., & Shamsy, J. A. (2018). Evidence-based survey design: The use of negatively worded items in surveys. Performance Improvement, 57(3), 16–25. https://doi.org/10.1002/pfi.21749
College Board. (2010). Eight components of college and career readiness counseling. Retrieved from https://secure-media.collegeboard.org/digitalServices/pdf/nosca/11b_4416_8_Components_WEB_111107.pdf.
Crocker, L., & Algina, J. (2008). Introduction to classical & modern test theory (3rd ed.). Cengage Learning.
Dahir, C. A., Burnham, J. J., & Stone, C. (2009). Listen to the voices: School counselors and comprehensive school counseling programs. Professional School Counseling, 12(3), 182–192. https://doi.org/10.5330/PSC.n.2010-12.182
DeAngelo, L., & Franke, R. (2016). Social mobility and reproduction for whom? College readiness and first-year retention. American Educational Research Journal, 53(6), 1588–1625. https://doi.org/10.3102/0002831216674805
DiStefano, C., & Motl, R. W. (2006). Further investigating method effects associated with negatively worded items on self-report surveys. Structural Equation Modeling, 13(3), 440–464. https://doi.org/10.1207/s15328007sem1303_6
Dunn, K. J., & McCray, G. (2020). The place of the bifactor model in confirmatory factor analysis investigations into construct dimensionality in language testing. Frontiers in Psychology, 11, 1357. https://doi.org/10.3389/fpsyg.2020.01357
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. https://doi.org/10.1111/j.1467-8624.2010.01564.x
Eccles, J. S., & Wigfield, A. (2020). From expectancy-value theory to situated expectancy-value theory: A developmental, social cognitive, and sociocultural perspective on motivation. Contemporary Educational Psychology, 61, 101859. https://doi.org/10.1016/j.cedpsych.2020.101859
Edmunds, J. A., Unlu, F., Glennie, E., Bernstein, L., Fesler, L., Furey, J., & Arshavsky, N. (2017). Smoothing the transition to postsecondary education: The impact of the early college model. Journal of Research on Educational Effectiveness, 10(2), 297–325. https://doi.org/10.1080/19345747.2016.1191574
Fang, F., McCall, B., & Zhong, B. (2022). How does family background influence students’ choice of subjects for the National College Entrance Examination? Higher Education Research & Development, 41(6), 1885–1899. https://doi.org/10.1080/07294360.2021.1945544
Fang, X., Hu, W., Chen, H., & Wang, F. (2015). Developmental guidance for high school students in China: Status quo and effectiveness [in Chinese]. Journal of Beijing Normal University, 247(1), 47–54.
Farrington, C., Roderick, M., Johnson, D. W., Keyes, T. S., Allensworth, E., Nagaoka, J., et al. (2012). Teaching adolescents to become learners: The role of noncognitive factors in shaping school performance. The University of Chicago Consortium on Chicago School Research.
Field, A. (2013). Discovering statistics using IBM SPSS statistics. SAGE.
Gignac, G. E. (2007). Multi-factor modeling in individual differences research: Some recommendations and suggestions. Personality and Individual Differences, 42(1), 37–48. https://doi.org/10.1016/j.paid.2006.06.019
Gysbers, N. C., & Henderson, P. (2012). Developing and managing your school guidance and counseling program (5th ed.). American Counseling Association.
Griffith, C., Mariani, M., McMahon, H. G., Zyromski, B., & Greenspan, S. B. (2020). School counseling intervention research: A 10-year content analysis of ASCA- and ACA-affiliated journals. Professional School Counseling, 23(1), 1–12. https://doi.org/10.1177/2156759X19878700
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2006). Multivariate data analysis (6th ed.). Prentice Hall.
Hambleton, R. K., & Lee, M. K. (2013). Methods for translating and adapting tests to increase cross-language validity. In D. H. Saklofske, C. R. Reynolds, & V. L. Schwean (Eds.), The Oxford handbook of child psychological assessment (pp. 172–181). Oxford University Press.
Heggestad, E. D., Scheaf, D. J., Banks, G. C., Monroe Hausfeld, M., Tonidandel, S., & Williams, E. B. (2019). Scale adaptation in organizational science research: A review and best-practice recommendations. Journal of Management, 45(6), 2596–2627. https://doi.org/10.1177/0149206319850280
Hossler, D., & Stage, F. K. (1992). Family and high school experience influences on the postsecondary educational plans of ninth-grade students. American Educational Research Journal, 29(2), 425–451. https://doi.org/10.3102/00028312029002425
Hou, Z.-J., & Zhang, N. (2007). Counseling psychology in China. Applied Psychology, 56(1), 33–50. https://doi.org/10.1111/j.1464-0597.2007.00274.x
Hu, L., & Bentler, M. P. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
Huang, F. L. (2014). Using a bifactor model to assess the factor structure of the Phonological Awareness Literacy Screening for Grades 1 Through 3. Journal of Psychoeducational Assessment, 32(7), 638–650. https://doi.org/10.1177/0734282914525026
Hue, M.-T. (Ed.). (2016). School counselling in a Chinese context: Supporting students in need in Hong Kong (1st ed.). Routledge.
Hulleman, C. S., & Harackiewicz, J. M. (2009). Promoting interest and performance in high school science classes. Science, 326, 1410–1412. https://doi.org/10.1126/science.1177067
Jiang, G. R. (2005). The development of school counselling in the Chinese mainland: A review [in Chinese]. Journal of Basic Education, 14, 65–82.
Kimbel, T., & Clemens, E. 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
Klasik, D., & Strayhorn, T. L. (2018). The complexity of college readiness: Differences by race and college selectivity. Educational Researcher, 47(6), 334–351. https://doi.org/10.3102/0013189X18778598
Kline, R. B. (2005). Principles and practice of structural equation modeling (2nd ed.). Guilford Press.
Lapan, R. T., Gysbers, N. C., & Sun, Y. (1997). The impact of more fully implemented guidance programs on the school experiences of high school students: A statewide evaluation study. Journal of Counseling & Development, 75(4), 292–302. https://doi.org/10.1002/j.1556-6676.1997.tb02344.x
Levant, R. F., Hall, R. J., Weigold, I. K., & McCurdy, E. R. (2015). Construct distinctiveness and variance composition of multidimensional instruments: Three short-form masculinity measures. Journal of Counseling Psychology, 62(3), 488–502. https://doi.org/10.1037/cou0000092
Malecki, C. K., & Elliot, S. N. (2002). Children’s social behaviors as predictors of academic achievement: A longitudinal analysis. School Psychology Quarterly, 17(1), 1–23. https://doi.org/10.1521/scpq.17.1.1.19902
Muenks, K., Wigfield, A., & Eccles, J. S. (2018). I can do this! The development and calibration of children’s expectations for success and competence beliefs. Developmental Review, 48, 24–39. https://doi.org/10.1016/j.dr.2018.04.001
Ministry of Education of the People’s Republic of China (MOE). (2017). School management standards for compulsory education.
Pérusse, R., Poynton, T. A., Parzych, J. L., & Goodnough, G. E. (2015). The importance and implementation of eight components of college and career readiness counseling in school counselor education programs. Journal of College Access, 1(1), 4.
Reise, S. P. (2012). The rediscovery of bifactor measurement models. Multivariate Behavioral Research, 47(5), 667–696. https://doi.org/10.1080/00273171.2012.715555
Reise, S. P., Moore, T. M., & Haviland, M. G. (2010). Bifactor models and rotations: Exploring the extent to which multidimensional data yield univocal scale scores. Journal of Personality Assessment, 92(6), 544–559. https://doi.org/10.1080/00223891.2010.496477
Rodriguez, A., Reise, S. P., & Haviland, M. G. (2016). Evaluating bifactor models: Calculating and interpreting statistical indices. Psychological Methods, 21(2), 137–150. https://doi.org/10.1037/met0000045
Romano, J. L., Goh, M., & Wahl, K. H. (2005). School counseling in the United States: Implications for the Asia-Pacific region. Asia Pacific Education Review, 6(2), 113–123. https://doi.org/10.1007/BF03026779
Rothwell, A., Jewell, S., & Hardie, M. (2009). Self-perceived employability: Investigating the responses of postgraduate students. Journal of Vocational Behavior, 75(2), 152–161. https://doi.org/10.1016/j.jvb.2009.05.00
Rupani, P., Haughey, N., & Cooper, M. (2012). The impact of school-based counselling on young people’s capacity to study and learn. British Journal of Guidance & Counselling, 40(5), 499–514. https://doi.org/10.1080/03069885.2012.718733
Savickas, M. L., & Porfeli, E. J. (2012). Career adapt-abilities scale: Construction, reliability, and measurement equivalence across 13 countries. Journal of Vocational Behavior, 80(3), 661–673. https://doi.org/10.1016/j.jvb.2012.01.011
Shi, Q. (2018). School-based counseling in Mainland China: Past, present, and future. Journal of School-Based Counseling Policy and Evaluation, 1(1), 17–25. https://doi.org/10.25774/p7xm-yg61
Sink, C. A., & Spencer, L. R. (2007). Teacher version of the my class inventory-short form: An accountability tool for elementary school counselors. Professional School Counseling, 11(2), 129–139. https://doi.org/10.1177/2156759X0701100208
Steindórsdóttir, B. D., Sanders, K., Arnulf, J. K., & Dysvik, A. (2023). Career transitions and career success from a lifespan developmental perspective: A 15-year longitudinal study. Journal of Vocational Behavior, 140, 1–16. https://doi.org/10.1016/j.jvb.2022.103809
Sullivan, S. E., & Al Ariss, A. (2021). Making sense of different perspectives on career transitions: A review and agenda for future research. Human Resource Management Review, 31(1), 1–17. https://doi.org/10.1016/j.hrmr.2019.100727
Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70. https://doi.org/10.1177/109442810031002
Wang, S., Han, K., & Hong, B. (2008). The study of the senior high school career counselors’ performance influence on the career decision status of college students (in Chinese). Taiwan Archives of Education.
Wang, C., Ni, H., Ding, Y., & Yi, C. (2014). Chinese teachers’ perceptions of the roles and functions of school psychological service providers in Beijing. School Psychology International, 36(1), 77–93. https://doi.org/10.1177/0143034314560623
West, M. R., Pier, L., Fricke, H., Hough, H., Loeb, S., Meyer, R. H., & Rice, A. B. (2020). Trends in student social-emotional learning: Evidence from the first large-scale panel student survey. Educational Evaluation and Policy Analysis, 42(2), 279–303. https://doi.org/10.3102/0162373720912236
Whiston, S. C., & Aricak, O. T. (2008). Development and initial investigation of the School Counseling Program Evaluation Scale. Professional School Counseling, 11(4), 253–261. https://doi.org/10.1177/2156759X0801100406
Whiston, S. C., Tai, W. L., Rahardja, D., & Eder, K. (2011). School counseling outcome: A meta-analytic examination of interventions. Journal of Counseling & Development, 89(1), 37–55. https://doi.org/10.1002/j.1556-6678.2011.tb00059.x
Xiong, Q., Fang, X., Wu, Y., Chen, H., Hu, W., & Zhang, Y. (2021). Guidance and counseling relations to high school students’ positive development and psychopathology: A non-recursive modeling study. Current Psychology. https://doi.org/10.1007/s12144-021-01722-7
Acknowledgements
For valuable comments and suggestions, the authors would like to thank Candace Schau and anonymous reviewers from The Asia-Pacific Education Researcher. All errors or omissions are the authors’ own.
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Portions of the work were supported by Key Projects of Philosophy and Social Sciences Research sponsored by Ministry of Education of China under Grant 20JZD050.
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CX: Conceptualization, Methodology, Formal analysis, Data curation, Writing. PZ: Conceptualization, Formal analysis, Data collection, Editing.
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Xu, C., Zhu, P. The Development and Initial Validation of the Student Perceptions of School Guidance Support Scale: Data from China. Asia-Pacific Edu Res 33, 727–740 (2024). https://doi.org/10.1007/s40299-023-00770-w
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DOI: https://doi.org/10.1007/s40299-023-00770-w