Description

The Student Survey of Risk Factors (SSORF-126) is a comprehensive psychometric instrument designed to identify and evaluate the multiple risk factors that may negatively influence students’ academic achievement, psychological well-being, social adjustment, and overall development. Consisting of 126 carefully developed self-report items, the questionnaire provides an in-depth assessment of the biological, psychological, social, family, and educational factors that contribute to vulnerability during childhood, adolescence, and early adulthood.

The SSORF-126 adopts a multidimensional approach to risk assessment by examining a broad spectrum of domains that influence students’ functioning within and beyond the educational environment. These domains typically include academic difficulties, such as poor academic performance, low motivation, school disengagement, and learning challenges; family-related factors, including parental conflict, family instability, inadequate supervision, and socioeconomic adversity; social factors, such as peer rejection, bullying, social isolation, and problematic interpersonal relationships; behavioral risk factors, including aggression, delinquent behaviors, substance use, impulsivity, and other externalizing problems; and emotional and psychological factors, including anxiety, depressive symptoms, emotional distress, low self-esteem, and reduced psychological resilience.

The questionnaire is widely applicable in educational psychology, school counseling, child and adolescent psychiatry, public health, social work, developmental psychology, and educational research. By providing a comprehensive profile of students’ psychosocial risk factors, the SSORF-126 enables educators, psychologists, healthcare professionals, and researchers to identify vulnerable individuals at an early stage, implement evidence-based prevention strategies, and monitor developmental trajectories over time.

Data Analysis and Use

The analysis of data obtained from the Student Survey of Risk Factors (SSORF-126) involves both descriptive and advanced psychometric procedures to evaluate students’ exposure to multiple developmental risk factors. Individual responses are converted into quantitative scores that allow researchers and practitioners to examine overall levels of psychosocial risk as well as specific dimensions affecting students’ academic, emotional, behavioral, and social functioning.

The psychometric evaluation of the SSORF-126 includes the assessment of internal consistency, typically measured using Cronbach’s alpha coefficient, to ensure the reliability of individual subscales and the overall instrument. Test–retest reliability is commonly employed to evaluate the temporal stability of responses, while exploratory and confirmatory factor analyses are conducted to verify the theoretical structure and construct validity of the questionnaire. Additional psychometric analyses, including item-total correlations, convergent validity, discriminant validity, and measurement invariance, may be performed to confirm the instrument’s applicability across different student populations, educational settings, age groups, and cultural contexts.

Beyond psychometric evaluation, statistical analyses frequently include correlation analysis, multiple regression models, logistic regression, structural equation modeling (SEM), cluster analysis, and multivariate techniques to investigate the relationships between risk factors and educational, behavioral, and psychological outcomes. The SSORF-126 is particularly valuable for identifying predictors of academic underachievement, school dropout, emotional distress, behavioral problems, substance use, social maladjustment, and reduced well-being.

In educational practice, the questionnaire supports the early identification of students requiring additional educational, psychological, or social support. It also serves as an effective outcome measure for evaluating school-based prevention programs, mental health initiatives, counseling interventions, and policies aimed at promoting resilience, positive youth development, and academic success.

Objective

The primary objective of the Student Survey of Risk Factors (SSORF-126) is to provide a reliable, valid, and comprehensive assessment of the diverse factors that may place students at risk for adverse academic, psychological, social, and behavioral outcomes. The instrument enables professionals to identify students who may benefit from preventive services, targeted interventions, or specialized educational and psychological support before difficulties become more severe.

The SSORF-126 is designed not only to detect existing risk factors but also to facilitate a deeper understanding of how multiple environmental, familial, emotional, and behavioral influences interact to shape students’ developmental trajectories. By generating standardized and objective measurements, the questionnaire supports evidence-based decision-making in schools, healthcare settings, and research environments.

Furthermore, the instrument contributes to the planning, implementation, and evaluation of prevention programs focused on improving students’ mental health, strengthening resilience, reducing behavioral problems, enhancing school engagement, and promoting healthy psychosocial development. Its multidimensional nature makes it particularly suitable for longitudinal studies investigating developmental risk, resilience, educational outcomes, and adolescent well-being across diverse populations.

Scoring

The SSORF-126 is typically administered using a Likert-type response format, allowing participants to indicate the extent to which each statement reflects their experiences, attitudes, or behaviors. Depending on the version of the questionnaire, response options generally range from 1 (Strongly Disagree) to 5 (Strongly Agree) or from 0 (Never) to 4 (Always).

Individual item scores are aggregated to produce subscale scores representing the major domains of psychosocial risk, including academic, family, social, behavioral, and emotional factors. These subscale scores may also be combined to generate an overall risk profile, providing a comprehensive assessment of the student’s exposure to multiple developmental challenges.

Higher scores generally indicate greater exposure to psychosocial and educational risk factors, whereas lower scores suggest more favorable developmental conditions and fewer identified vulnerabilities. Interpretation of results should always consider the normative characteristics of the target population and be accompanied by an evaluation of the questionnaire’s psychometric performance, including Cronbach’s alpha, composite reliability, item-total correlations, factor loadings, and construct validity. When used alongside complementary psychological assessments and educational information, the SSORF-126 provides a robust evidence base for individualized support planning and intervention design.

References

Arthur, M. W., Hawkins, J. D., Pollard, J. A., Catalano, R. F., & Baglioni, A. J. (2002). Measuring Risk and Protective Factors for Substance Use, Delinquency, and Other Adolescent Problem Behaviors. Evaluation Review, 26(6), 575–601.

Hawkins, J. D., Catalano, R. F., & Miller, J. Y. (1992). Risk and Protective Factors for Alcohol and Other Drug Problems in Adolescence and Early Adulthood: Implications for Substance Abuse Prevention. Psychological Bulletin, 112(1), 64–105.

Jessor, R. (1991). Risk Behavior in Adolescence: A Psychosocial Framework for Understanding and Action. Journal of Adolescent Health, 12(8), 597–605.

Jessor, R., Turbin, M. S., & Costa, F. M. (1998). Protective Factors in Adolescent Health Behavior. Journal of Personality and Social Psychology, 75(3), 788–800.

Rutter, M. (1987). Psychosocial Resilience and Protective Mechanisms. American Journal of Orthopsychiatry, 57(3), 316–331.