The present study examined the metric properties of the Delaware School Climate Survey – Student (DSCS-S) using a sample of 1524 Serbian high school students. Of the total number of participants, 764 were male and 760 were female with age ranging from 16 to 20 years (M = 17.67, SD = 0.65). Confirmatory factor analysis (CFA) demonstrated that a seven-factor model of school climate has an adequate fit with the data. Furthermore, measurement invariance of the DSCS-S across gender was supported. Results revealed significant latent mean differences between male and female students on most dimensions of the school climate. Convergent validity of the DSCS-S was established by correlations of its dimensions with students’ academic achievement and attachment to school. Taken together, the findings of the present study indicate that the DSCS-S has the potential to be applied in measuring school climate in the Serbian educational context.
BearG.GaskinsC.BlankJ.ChenF. F. (2011). Delaware school climate survey-student: Its factor structure, concurrent validity, and reliability. Journal of School Psychology, 49(2), 157–174. https://doi.org/10.1016/j.jsp.2011.01.001
2.
BearG.YangC.MantzL.PasipandyaE.HearnS.BoyerD. (2014). Technical manual for Delaware school Survey: Scales of school climate, bullying victimization, student engagement, and positive, punitive, and social emotional learning techniques. Center for Disabilities at University of Delaware and Delaware Department of Education.
3.
BearG.YangC.MantzL.PasipanodyaE.HearnS.BoyerD. (2016). Technical manual for the Delaware school Survey: Scales of school climate; bullying victimization; student engagement; positive, punitive, and social emotional learning techniques; and social and emotional competencies. Center for Disabilities at University of Delaware and Delaware Department of Education. http://wh1.oet.udel.edu/pbs/wp-content/uploads/2011/12/Delaware-School-Survey-Technical-Manual-Fall-2016.pdf
4.
BearG. G.YangC.PasipanodyaE. (2015). Assessing school climate: Validation of a brief measure of the perceptions of parents. Journal of Psychoeducational Assessment, 33(2), 115–129. https://doi.org/10.1177/0734282914545748
5.
BearG. G.YangC.PellM.GaskinsC. (2014). Validation of a brief measure of teachers’ perceptions of school climate: Relations to student achievement and suspensions. Learning Environments Research, 17(3), 339–354. https://doi.org/10.1007/s10984-014-9162-1
6.
BerkowitzR.MooreH.AstorR. A.BenbenishtyR. (2016). A research synthesis of the associations between socioeconomic background, inequality, school climate, and academic achievement. Review of Educational Research, 20(10), 1–45. https://doi.org/10.3102/0034654316669821
7.
BollenK. A. (1989). Structural equations with latent variables. John Wiley & Sons.
8.
BrandS.FelnerR.ShimM.SeitsingerA.DumasT. (2003). Middle school improvement and reform: Development and validation of a school-level assessment of climate, cultural pluralism, and school safety. Journal of Educational Psychology, 95(3), 570–588. https://doi.org/10.1037/0022-0663.95.3.570
9.
BrownT. (2015). Confirmatory factor analysis for applied research. The Guilford press.
10.
ByrneB. M. (2016). Structural equation modeling with Amos: Basic concepts, applications, and programming (3rd ed.). Routledge/Taylor and Francis.
11.
ChenF. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464–504. https://doi.org/10.1080/10705510701301834
12.
CohenJ. (2013). Creating a positive school climate: A foundation for resilience. In GoldsteinR. B.BrooksS (Eds.), Handbook of Resilience in Children (2nd ed., pp. 411–423). Springer Science+Business Media. https://doi.org/10.1007/978-1-4614-3661-4_24
13.
CohenJ.McCabeE. M.MichelliN. M.PickeralT. (2009). School climate: Research, policy, practice, and teacher education. The Teachers College Record, 111(1), 180–213. http://www.tcrecord.org/Content.asp?ContentId=15220
14.
CornellD.ShuklaK.KonoldT. (2015). Peer victimization and authoritative school climate: A multilevel approach. Journal of Educational Psychology, 107(4), 38–47. https://doi.org/10.1037/edu0000038
15.
ĐorđićD. (2020). Odnos školske klime i angažovanja učenika u školi. Zbornik Instituta za pedagoška istraživanja, 52(2), 233–274.
16.
ĐorđićD.DamjanovićR. (2016). Školska klima, njen značaj za ponašanje učenika i mogućnosti merenja. Teme, 40(1), 301–317.
17.
FanW.WilliamsC. (2018). The mediating role of student motivation in the linking of perceived school climate and achievement in reading and mathematics. Frontiers in Education, 3(50), 1–12. https://doi.org/10.3389/feduc.2018.00050
18.
FreibergH. J. (1999). School climate: Measuring, improving and sustaining healthy learning environments. Falmer Press.
19.
GraziaV.MolinariL. (2020). School climate multidimensionality and measurement: A systematic literature review. Research Papers in Education, 36(5), 561–587. https://doi.org/10.1080/02671522.2019.1697735
20.
GraziaV.MolinariL. (2021). School climate research: Italian adaptation and validation of a multidimensional school climate questionnaire. Journal of Psychoeducational Assessment, 39(3), 286–300. https://doi.org/10.1177/0734282920967141
21.
GregoryA.CornellD.FanX.SherasP.ShihT.-H.HuangF. (2010). Authoritative school discipline: High school practices associated with lower bullying and victimization. Journal of Educational Psychology, 102(2), 483–496. https://doi.org/10.1037/a0018562
22.
GuerraN. G.WilliamsK. R.SadekS. (2011). Understanding bullying and victimization during childhood and adolescence: A mixed methods study. Child Development, 82(1), 295–310. https://doi.org/10.1111/j.1467-8624.2010.01556.x
HillL. G.WernerN. E. (2006). Affiliative motivation, school attachment, and aggression in school. Psychology in the Schools, 43(2), 231–246. https://doi.org/10.1002/pits.20140
26.
HuL.-T.BentlerP. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
27.
JohnsonW. L.JohnsonA. M. (1993). Validity of the quality of school life scale: A primary and second-order factor analysis. Educational and Psychological Measurement, 53(1), 145–153. http://epm.sagepub.com/content/53/1/145.short
28.
KearneyC. A.SanmartínR.GonzálvezC. (2020). The school climate and academic mindset inventory (SCAMI): Confirmatory factor analysis and invariance across demographic groups. Frontiers in Psychology, 11(August), 303–304. https://doi.org/10.3389/fpsyg.2020.02061
29.
KleinJ.CornellD.KonoldT. (2012). Relationships between bullying, school climate, and student risk behaviors. School Psychology Quarterly : The Official Journal of the Division of School Psychology, American Psychological Association, 27(3), 154–169. https://doi.org/10.1037/a0029350
30.
KonoldT.CornellD.HuangF.MeyerP.LaceyA.NekvasilE.HeilbrunA.ShuklaK. (2014). Multilevel multi-informant structure of the authoritative school climate survey. School Psychology Quarterly, 29(3), 238–255. https://doi.org/10.1037/spq0000062
31.
KothC. W.BradshawC. P.LeafP. J. (2008). A multilevel study of predictors of student perceptions of school climate: The effect of classroom-level factors. Journal of Educational Psychology, 100(1), 96–104. https://doi.org/10.1037/0022-0663.100.1.96
32.
KutsyurubaB.KlingerD. A.HussainA. (2015). Relationships among school climate, school safety, and student achievement and well-being: A review of the literature. Review of Education, 3(2), 103–135. https://doi.org/10.1002/rev3.3043
33.
KyriazosT. A. (2018). Applied psychometrics: Sample size and sample power considerations in factor analysis (EFA, CFA) and SEM in general. Psychology, 9(8), 2207–2230. https://doi.org/10.4236/psych.2018.98126
34.
LászlóK. D.AnderssonF.GalantiM. R. (2019). School climate and mental health among Swedish adolescents: a multilevel longitudinal study. BMC Public Health, 19(1), 1695. https://doi.org/10.1186/s12889-019-8018-0
35.
LesterL.CrossD. (2015). The relationship between school climate and mental and emotional wellbeing over the transition from primary to secondary school. Psychology of Well-Being, 5(1), 9–15. https://doi.org/10.1186/s13612-015-0037-8
36.
LongE.ZuccaC.SweetingH. (2021). School climate, peer relationships, and adolescent mental health: A social ecological perspective. Youth and Society, 53(8), 1400–1415. https://doi.org/10.1177/0044118X20970232
37.
Luong, R., & Flake, J. K. (2021). Measurement Invariance Testing Using Confirmatory Factor Analysis and Alignment Optimization: A Tutorial for Transparent Analysis Planning and Reporting. PsyArXiv. https://doi.org/10.31234/osf.io/qr32u
38.
MaxwellS.ReynoldsK. J.LeeE.SubasicE.BromheadD. (2017). The impact of school climate and school identification on academic achievement: Multilevel modeling with student and teacher data. Frontiers in Psychology, 8(December), 2069–2121. https://doi.org/10.3389/fpsyg.2017.02069
39.
McNeishD. (2018). Thanks coefficient alpha, we’ ll take it from here. Psychological Methods, 23(3), 412–433. https://doi.org/10.1037/met0000144
40.
MoutonS. G.HawkinsJ.McPhersonR. H.CopleyJ. (1996). School attachment: Perspectives of low-attached high school students. Educational Psychology, 16(3), 297–304. https://doi.org/10.1080/09640560701402075
41.
NapolitanoS. M. S.EspelageD. L.VaillancourtT.HymelS. (2010). What can be done about school bullying? Linking research to educational practice. Educational Psychology Papers and Publications, 2(8), 962–978. https://doi.org/10.3102/0013189X09357622
42.
NovoseljačkiN.Šimonji-ČernakR.PokuševskiM. (2020). Učenička percepcija školske klime i nasilja u školi. Nastava i vaspitanje, 69(3), 273–290. https://doi.org/10.5937/nasvas2003273n
43.
OzgenelM.Caliskan YilmazF.BaydarF. (2018). School climate as a predictor of secondary school students’ school attachment. Eurasian Journal of Educational Research, 18(78), 1–30. https://doi.org/10.14689/ejer.2018.78.5
44.
PutnickD. L.BornsteinM. H. (2016). Measurement invariance conventions and reporting: The state of the art and future directions for psychological research. Developmental Review, 41, 71–90. https://doi.org/10.1016/j.dr.2016.06.004.
45.
ReavesS.McMahonS. D.DuffyS. N.RuizL. (2018). The test of time: A meta-analytic review of the relation between school climate and problem behavior. Aggression and Violent Behavior, 39(1), 100–108. https://doi.org/https://doi.org/10.1016/j.avb.2018.01.006
46.
RevelleW. (2021). Package psych: Procedures for personality and psychological research. R package version 2.1.9.
47.
ReynoldsK. J.LeeE.TurnerI.BromheadD.SubasicE. (2017). How does school climate impact academic achievement? An examination of social identity processes. School Psychology International, 38(1), 78–97. https://doi.org/10.1177/0143034316682295
48.
RobitzschA. (2020). Why ordinal variables can (almost) always be treated as continuous variables: Clarifying assumptions of robust continuous and ordinal factor analysis estimation methods. Frontiers in Education, 5(October), 1–7. https://doi.org/10.3389/feduc.2020.589965
49.
RosseelY. (2012). lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48(2), 1–36. https://doi.org/10.18637/jss.v048.i02
50.
SteffgenG.RecchiaS.ViechtbauerW. (2013). The link between school climate and violence in school: A meta-analytic review. Aggression and Violent Behavior, 18(2), 300–309. https://doi.org/10.1016/j.avb.2012.12.001
51.
ThapaA.CohenJ.GuffeyS.Higgins-D’AlessandroA. (2013). A review of school climate research. Review of Educational Research, 83(3), 357–385. https://doi.org/10.3102/0034654313483907
52.
van HornM. L. (2003). Assessing the unit of measurement for school climate through psychometric and outcome analyses of the school climate survey. Educational and Psychological Measurement, 63(6), 1002–1019. https://doi.org/10.1177/0013164403251317
53.
VienoA.PerkinsD. D.SmithT. M.SantinelloM. (2005). Democratic school climate and sense of community in school: A multilevel analysis. American Journal of Community Psychology, 36(3–4), 327–341. https://doi.org/10.1007/s10464-005-8629-8
54.
VujačićM.ĐevićR.JošićS. (2020). Školska klima kaofaktor obrazove efektivnosti škola - sekundarna analiza iz TIMSS 2015 studije. Inovacije u nastavi, 33(2), 15–28. https://doi.org/10.5937/inovacije2002015v
55.
WangM.-T.DishionT. J. (2012). The trajectories of adolescents’ perceptions of school climate, deviant peer affiliation, and behavioral problems during the middle school years. Journal of Research on Adolescence, 22(1), 40–53. https://doi.org/10.1111/j.1532-7795.2011.00763.x
56.
WhiteN.la SalleT.AshbyJ. S.MeyersJ. (2014). A brief measure of adolescent perceptions of school climate. School Psychology Quarterly, 29(3), 349–359. https://doi.org/10.1037/spq0000075
57.
YuanK.-H.BentlerP. M. (2000). Three likelihood-based methods for mean and covariance structure analysis with nonnormal missing data. Sociological Methodology, 30(1), 165–200. https://doi.org/10.1111/0081-1750.00078
