Psychometric Support of the School Climate Measure in a Large, Diverse Sample of Adolescents: A Replication and Extension
Abstract
BACKGROUND: The School Climate Measure (SCM) was developed and validated in 2010 in response to a dearth of psychometrically sound school climate instruments. This study sought to further validate the SCM on a large, diverse sample of Arizona public school adolescents (N = 20,953). METHODS: Four SCM domains (positive student‐teacher relationships, academic support, order and discipline, and physical environment) were available for the analysis. Confirmatory factor analysis and structural equation modeling were established to construct validity, and criterion‐related validity was assessed via selected Youth Risk Behavior Survey (YRBS) school safety items and self‐reported grade (GPA) point average. RESULTS: Analyses confirmed the 4 SCM school climate domains explained approximately 63% of the variance (factor loading range .45‐.92). Structural equation models fit the data well χ 2 = 14,325 (df = 293, p < .001), comparative fit index (CFI) = .951, Tuker‐Lewis index (TLI) = .952, root mean square error of approximation (RMSEA) = .05). The goodness‐of‐fit index was .940. Coefficient alphas ranged from .82 to .93. Analyses of variance with post hoc comparisons suggested the SCM domains related in hypothesized directions with the school safety items and GPA. CONCLUSIONS: Additional evidence supports the validity and reliability of the SCM. Measures, such as the SCM, can facilitate data‐driven decisions and may be incorporated into evidenced‐based processes designed to improve student outcomes.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Addressing physical threats such as crime, violence, and injuries that make students feel safe is associated with decreased absenteeism and increased academic achievement.
“addressing physical threats (eg, crime, violence, and injuries) that make students feel safe, which in turn has been shown to be associated with decreased absenteeism and increased academic achievement.53,79,91”
From Critical connections: health and academics (2015) · cites this paper as [91]
The physical school environment indirectly influences academic achievement through the school climate.
“the physical school environment indirectly influences academic achievement through the school climate.91,92”
From Critical connections: health and academics (2015) · cites this paper as [91]
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
Coefficient Alpha and the Internal Structure of Tests
Cronbach, L. J. (1951) · Psychometrika · doi:10.1007/bf02310555 · Cited by 43,931 · see citing works
Testing Structural Equation Models.
Mueller, C. W., Bollen, K. A., & Long, J. S. (1994) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2074955 · Cited by 14,211 · see citing works
The Scree Test For The Number Of Factors
Cattell, R. B. (1966) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr0102_10 · Cited by 13,554 · see citing works
U.S. Department of Health and Human Services
L.Maddex, R. (2006) · Encyclopedia of Sexual Behavior and the Law · doi:10.4135/9781452240107.n226 · Cited by 3,170 · see citing works
School Climate: Research, Policy, Practice, and Teacher Education
Cohen, J., Mccabe, E. M., Michelli, N. M., & Pickeral, T. (2009) · Teachers College Record The Voice of Scholarship in Education · doi:10.1177/016146810911100108 · Cited by 2,049 · see citing works
A survey of the nature and extent of bullying in junior/middle and secondary schools
Whitney, I., & Smith, P. K. (1993) · Educational Research · doi:10.1080/0013188930350101 · Cited by 1,292 · see citing works
Reliability of the 1999 youth risk behavior survey questionnaire
BRENER, N., KANN, L., MCMANUS, T., KINCHEN, S., SUNDBERG, E., & ROSS, J. (2002) · Journal of Adolescent Health · doi:10.1016/s1054-139x(02)00339-7 · Cited by 1,101 · see citing works
The Search for School Climate: A Review of the Research
Anderson, C. S. (1982) · Review of Educational Research · doi:10.3102/00346543052003368 · Cited by 986 · see citing works
A Promising Approach for Expanding and Sustaining School-Wide Positive Behavior Support
Sugai, G. M., & Horner, R. R. (2006) · School Psychology Review · doi:10.1080/02796015.2006.12087989 · Cited by 954 · see citing works
School Bullying: Insights and Perspectives
Smith, P. K., & Sharp, S. (1994) · Medical Entomology and Zoology · Cited by 917 · see citing works
The PhenX Toolkit: get the most from your measures
Hamilton, C. M., Strader, L. C., Pratt, J. G., Maiese, D., Hendershot, T., Kwok, R. K., Hammond, J. A., Huggins, W., Jackman, D., Pan, H., et al. (2011) · American Journal of Epidemiology · doi:10.1093/aje/kwr193 · Cited by 889 · see citing works
Cohen, J. A. (2006) · Harvard Educational Review · doi:10.17763/haer.76.2.j44854x1524644vn · Cited by 799 · see citing works
Negative Effects of Traditional Middle Schools on Students' Motivation
Eccles, J. S., Wigfield, A., Midgley, C., Reuman, D. A., Iver, D. M., & Feldlaufer, H. (1993) · The Elementary School Journal · doi:10.1086/461740 · Cited by 636 · see citing works
Kuperminc, G. P., Leadbeater, B. J. R., & Blatt, S. J. (2001) · Journal of School Psychology · doi:10.1016/s0022-4405(01)00059-0 · Cited by 456 · see citing works
School Climate: Historical Review, Instrument Development, and School Assessment
Zullig, K. J., Koopman, T. M., Patton, J., & Ubbes, V. A. (2010) · Journal of Psychoeducational Assessment · doi:10.1177/0734282909344205 · Cited by 431 · see citing works
Self-citationMiddle School Climate: An Empirical Assessment of Organizational Health and Student Achievement
Hoy, W. K., & Hannum, J. W. (1997) · Educational Administration Quarterly · doi:10.1177/0013161x97033003003 · Cited by 427 · see citing works
Wilson, D. (2004) · Journal of School Health · doi:10.1111/j.1746-1561.2004.tb08286.x · Cited by 360 · see citing works
Perceived School Climate and Difficulties in the Social Adjustment of Middle School Students
Kuperminc, G. P., Leadbeater, B. J. R., Emmons, C. L., & Blatt, S. J. (1997) · Applied Developmental Science · doi:10.1207/s1532480xads0102_2 · Cited by 354 · see citing works
The Effect of the School Environment on the Emotional Health of Adolescents: A Systematic Review
Kidger, J., Araya, R., Donovan, J., & Gunnell, D. (2012) · PEDIATRICS · doi:10.1542/peds.2011-2248 · Cited by 324 · see citing works
Patton, G. C., Bond, L. M., Carlin, J. B., Thomas, L., Butler, H., Glover, S., Catalano, R. F., & Bowes, G. (2006) · American Journal of Public Health · doi:10.2105/ajph.2004.047399 · Cited by 269 · see citing works
Relational Aggression at School: Associations with School Safety and Social Climate
Goldstein, S. E., Young, A. M., & Boyd, C. J. (2007) · Journal of Youth and Adolescence · doi:10.1007/s10964-007-9192-4 · Cited by 236 · see citing works
Relationships among school climate domains and school satisfaction
Zullig, K. J., Huebner, E. S., & Patton, J. (2010) · Psychology in the Schools · doi:10.1002/pits.20532 · Cited by 226 · see citing works
Self-citationErickson, K. G., Crosnoe, R. L., & Dornbusch, S. M. (2000) · Journal of Youth and Adolescence · doi:10.1023/a:1005163724952 · Cited by 193 · see citing works
Approaches to substance use prevention utilizing school curriculum plus social environment change
Flay, B. R. (2000) · Addictive Behaviors · doi:10.1016/s0306-4603(00)00130-1 · Cited by 187 · see citing works
Orpinas, P., Basen-Engquist, K. M., Grunbaum, J. A., & Parcel, G. S. (1995) · Journal of Adolescent Health · doi:10.1016/1054-139x(94)00067-o · Cited by 170 · see citing works
Schoolwide Application of Positive Behavior Support in an Urban High School
Bohanon, H. S., Fenning, P., Carney, K. L., Minnis-Kim, M. J., Anderson-Harriss, S., Moroz, K. B., Hicks, K. J., Kasper, B. B., Culos, C., Sailor, W. S., et al. (2006) · Journal of Positive Behavior Interventions · doi:10.1177/10983007060080030201 · Cited by 169 · see citing works
DuRant, R. H. (1997) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.1997.02170410034004 · Cited by 147 · see citing works
Moon, A. (1999) · Health Promotion International · doi:10.1093/heapro/14.2.111 · Cited by 123 · see citing works
The management of a city school
Perry, A. C. (1908) · Medical Entomology and Zoology · Cited by 113 · see citing works
Using Bullying Incident Density to Evaluate the Olweus Bullying Prevention Programme
Black, S., & Jackson, E. (2007) · School Psychology International · doi:10.1177/0143034307085662 · Cited by 82 · see citing works
Assessment of Violence and Other High-Risk Behaviors with a School Survey
Cornell, D. G., & Loper, A. B. (1998) · School Psychology Review · doi:10.1080/02796015.1998.12085918 · Cited by 81 · see citing works
A Case for Expanded School-Community Partnerships in Support of Positive Youth Development
Anderson‐Butcher, D., Stetler, E. G., & Midle, T. (2006) · Children & Schools · doi:10.1093/cs/28.3.155 · Cited by 67 · see citing works
Individual and Institutional Predictors of School Disorder
Welsh, W. N. (2003) · Youth Violence and Juvenile Justice · doi:10.1177/1541204003255843 · Cited by 60 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Critical connections: health and academics
Michael, S. L., Merlo, C. L., Basch, C. E., Wentzel, K. R., & Wechsler, H. (2015) · Journal of School Health · doi:10.1111/josh.12309 · Cited by 222 · see citing works
Authoritative school climate, aggression toward teachers, and teacher distress in middle school.
Berg, J., & Cornell, D. G. (2015) · School Psychology Quarterly · doi:10.1037/spq0000132 · Cited by 158 · see citing works
School Climate and Academic Achievement in Middle and High School Students
Daily, S. M., Mann, M. J., Kristjánsson, Á. L., Smith, M. L., & Zullig, K. J. (2019) · Journal of School Health · doi:10.1111/josh.12726 · Cited by 152 · see citing works
Self-citationDevelopment of a dual school climate and school identification measure–student (SCASIM-St)
Lee, E., Reynolds, K. J., Subašić, E., Bromhead, D., Lin, H., Marinov, V., & Smithson, M. J. (2017) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2017.01.003 · Cited by 113 · see citing works
García‐Moya, I., Bunn, F., Iglesias, A. M. J., Paniagua, C. T., & Brooks, F. M. (2018) · Educational Review · doi:10.1080/00131911.2018.1424117 · Cited by 107 · see citing works
Sulkowski, M. L., & Simmons, J. (2017) · Psychology in the Schools · doi:10.1002/pits.22086 · Cited by 101 · see citing works
Daily, S. M., Mann, M. J., Lilly, C. L., Dyer, A., Smith, M. L., & Kristjánsson, Á. L. (2020) · Journal of School Health · doi:10.1111/josh.12863 · Cited by 66 · see citing works
Hung, A. H., Luebbe, A. M., & Flaspohler, P. D. (2014) · School Mental Health · doi:10.1007/s12310-014-9131-y · Cited by 50 · see citing works
Price, M. A., Hill, N. E., Liang, B., & Perella, J. (2019) · School Mental Health · doi:10.1007/s12310-019-09327-z · Cited by 43 · see citing works
Association between Adolescent School Climate and Perceived Quality of Life
Zullig, K. J., Ward, R. M., Huebner, E. S., & Daily, S. M. (2018) · Child Indicators Research · doi:10.1007/s12187-017-9521-4 · Cited by 39 · see citing works
Self-citationMeasuring Student Perceptions of School Climate: A Systematic Review and Ecological Content Analysis
Marraccini, M. E., Fang, Y., Levine, S. P., Chin, A. J., & Pittleman, C. (2019) · School Mental Health · doi:10.1007/s12310-019-09348-8 · Cited by 49 · see citing works
Evaluating the psychometric quality of school connectedness measures: A systematic review
Hodges, A., Cordier, R., Joosten, A. V., Bourke‐Taylor, H. M., & Speyer, R. (2018) · PLoS ONE · doi:10.1371/journal.pone.0203373 · Cited by 37 · see citing works
Daily, S. M., Mann, M. J., Lilly, C. L., Bias, T. K., Smith, M. L., & Kristjánsson, Á. L. (2020) · Health Education & Behavior · doi:10.1177/1090198120914250 · Cited by 39 · see citing works
Diggs, D. T., Deniz, E., & Toseeb, U. (2024) · Development and Psychopathology · doi:10.1017/s0954579424001184 · Cited by 36 · see citing works
Forfang, H., & Paulsen, J. M. (2021) · Educational Management Administration & Leadership · doi:10.1177/17411432211064424 · Cited by 22 · see citing works
Hatzichristou, C., Stasinou, V., Lampropoulou, A., & Lianos, P. (2018) · School Psychology International · doi:10.1177/0143034318803666 · Cited by 15 · see citing works
Evidence for measuring teachers’ core practices
van der Schaaf, M. F., Slof, B., Boven, L., & de Jong, A. (2019) · European Journal of Teacher Education · doi:10.1080/02619768.2019.1652903 · Cited by 15 · see citing works
Pedrini, L., Rossi, R., Magni, L. R., Lanfredi, M., Meloni, S., Ferrari, C., Macis, A., Lopizzo, N., Zonca, V., & Cattaneo, A. (2021) · Trials · doi:10.1186/s13063-021-05886-2 · Cited by 10 · see citing works
Preliminary Development of the Student Perceptions of School Safety Officers Scale
Zullig, K. J., Ghani, N., Collins, R., & Matthews‐Ewald, M. R. (2015) · Journal of School Violence · doi:10.1080/15388220.2015.1116994 · Cited by 9 · see citing works
Self-citationCharacterization of School Climate Perception in Mexican Middle School Students
Solís, M. G. O., Colunga-Rodríguez, C., Vázquez-Colunga, J. C., Vazquez-Juárez, C. L., Ángel-González, M., Johnson, S. L., & Bradshaw, C. P. (2016) · Psychology · doi:10.4236/psych.2016.713151 · Cited by 6 · see citing works
School Climate, Early Adolescent Development, and Identity: Associations with Adjustment Outcomes
Smith, M. L. (2015) · doi:10.33915/etd.6670 · Cited by 6 · see citing works
Active Shooter Drills: A Closer Look at Next Steps
Zullig, K. J. (2020) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2020.07.028 · Cited by 5 · see citing works
Self-citationValidation of a school environment survey among Colombian teachers
Román-Calderón, J. P., Mónica Patricia Ospina, L., & Garces-Ceballos, J. (2017) · Learning Environments Research · doi:10.1007/s10984-017-9234-0 · Cited by 4 · see citing works
Neelakantan, L., Logan, N., Raniti, M. B., Morgan, A. J., Lim, M. H., & Reavley, N. J. (2025) · Mental Health & Prevention · doi:10.1016/j.mhp.2025.200465 · Cited by 3 · see citing works
Preliminary Validation of the SCM in a Sample of Early Adolescent Public School Children
Daily, S. M., Zullig, K. J., Myers, E. M., Smith, M. L., Kristjánsson, Á. L., & Mann, M. J. (2018) · Assessment for Effective Intervention · doi:10.1177/1534508418815751 · Cited by 3 · see citing works
Self-citationBartholomew, A., Maston, K., Brown, L., Fujimoto, H., Hodgins, M., Christensen, H. M., & Werner‐Seidler, A. (2024) · Child & Youth Care Forum · doi:10.1007/s10566-024-09804-w · Cited by 3 · see citing works
Baafi, R. K. A. (2021) · Eötvös Loránd Tudományegyetem · doi:10.15476/elte.2021.063 · Cited by 3 · see citing works
Validation of the Academic School Climate Scale for Students
Spring, C., & Ochoa, A. L. (2024) · Journal of Psychoeducational Assessment · doi:10.1177/07342829241249353 · Cited by 1 · see citing works
Jiang, S., Wang, L., & Dong, Z. (2025) · Applied Research in Quality of Life · doi:10.1007/s11482-025-10471-9 · Cited by 1 · see citing works
McSharry, L. (2026) · European Journal of Criminology · doi:10.1177/14773708261448119 · Cited by 1 · see citing works
Corrieri, S., Conrad, I., & Riedel-Heller, S. G. (2014) · PubMed · Cited by 1 · see citing works
Rommn, J. P., Ospina, M. G., & Garces-Ceballos, J. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2633134
Grades and Perceptions of High School Climate: The Role of Race and Ethnicity
Beasley-Knecht, L. A. (2017) · UA Campus Repository (The University of Arizona)
Silva, A. G. A. (2017) · NORA - Norwegian Open Research Archives
Chen, D. (2024) · Library, Museums and Press - UDSpace (University of Delaware) · doi:10.58088/ffpv-p731
Measuring School Climate in the Era of Industrial Revolution 4.0: A Statistical Analysis
Arifin, R. M., Teh, K. S. M., Zakaria, R., Rahim, B. H. A., Majid, N. A., Ismail, N. A., & Wahab, N. B. A. (2020) · Journal of Physics Conference Series · doi:10.1088/1742-6596/1529/4/042053
From Tranquility to Mobility: The Adaptability of Continual Transfer Students
Gubat, M. T., Caabay, R. B. P., Hoe, M. T., Hermoso, M. K. P., Laylay, D. C. Q., Tiongson, I. R. M., & Nery, N. J. M. (2020) · International Journal of Research Publications · doi:10.47119/ijrp1006211020201456
Williams, B. (2021) · TUScholarShare (Temple University)
Maung, T. M., Wacharasin, C., & Hengudomsub, P. (2026) · The Journal of School Nursing · doi:10.1177/10598405261444388
Logan, N., Neelakantan, L., Russell, M. A., & Reavley, N. J. (2026) · Research Square · doi:10.21203/rs.3.rs-9004628/v1
Maung, T. M., Wacharasin, C., & Hengudomsub, P. (2026) · International Journal of Bullying Prevention · doi:10.1007/s42380-026-00368-y
- Authors
- Zullig, K. J., Collins, R., Ghani, N., Patton, J. M., Scott Huebner, E., & Ajamie, J.
- Affiliations
- West Virginia University (US)
- Arizona Department of Education (US)
- Miami University (US)
- Corresponding author
- Zullig, Keith J.
- Venue
- Journal of School Health
- Publisher
- Wiley
- Published
- 2014-01-14
- Volume
- 84
- Issue
- 2
- Pages
- 82-90
- ISSN
- 0022-4391 (ISSN-L)
- 1746-1561
- OpenAlex
- W1966346154
- Cited by
- 49
- References
- 35
- Citations by year
- 2026: 4 · 2025: 2 · 2024: 4 · 2022: 1 · 2021: 4 · 2020: 5 · 2019: 5 · 2018: 8 · 2017: 6 · 2016: 2 · 2015: 6 · 2014: 2
- FWCI
- 11.94
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of School Health (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Health Professions › Speech and Hearing › School Health and Nursing Education
- Social Sciences › Education › Educational Environments and Student Outcomes
- Social Sciences › Psychology › Social Psychology › Bullying, Victimization, and Aggression
- Keywords
- school climate, psychometric validation, teacher-student relationship, academic support, student discipline, physical environment, school safety, grade point average, adolescents, public schools, Youth Risk Behavior Survey
- MeSH terms
- Adolescent, Adolescent Behavior, Arizona, Factor Analysis, Statistical, Faculty, Female, Humans, Interpersonal Relations, Male, Psychometrics, Surveys and Questionnaires, Risk-Taking, School Health Services, Social Environment, Students, Reproducibility of Results, Organizational Culture, Safety Management, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review