Predictive Modeling of Academic Achievement: Combined Effects of Psychological Capital and Self-Handicapping Behaviors Among Form 2 Students in Tswapong Region, Botswana
Authors
Tiro Rampape
Department of Educational Psychology, School of Education and Lifelong Learning, Kenyatta University, Nairobi, Kenya (KE)
Chrispus K. Wawire
Department of Educational Psychology, School of Education and Lifelong Learning, Kenyatta University, Nairobi, Kenya (KE)
Peter Mwaura
Department of Educational Psychology, School of Education and Lifelong Learning, Kenyatta University, Nairobi, Kenya (KE)
Article Information
DOI: 10.51583/IJLTEMAS.2025.1410000132
Subject Category: Educational Psychology
Volume/Issue: 14/10 | Page No: 1089-1098
Publication Timeline
Submitted: 2025-11-20
Published: 2025-11-20
Abstract
Abstract
Background: Academic underachievement in Botswana's Tswapong Region has persisted despite substantial government investment in education infrastructure and teacher development programs. The region's five-year mean performance declined from 42.70% (2018) to 31.55% (2022), restricting students' access to tertiary education and diminishing their vocational prospects. While previous investigations have examined social and pedagogical factors, the psychological determinants, particularly psychological capital and self-handicapping behaviors, remain inadequately explored within this educational context.
Objective: This study examined how psychological capital and self-handicapping independently and collectively predict academic achievement among Form 2 students in Tswapong Region. The investigation further explored gender differences in these psychological constructs and their differential relationships with academic performance.
Methods: An exploratory correlational design was employed among 372 Form 2 students (162 males, 210 females) from six purposively selected secondary schools. Data were collected using adapted instruments: the Academic Psychological Capital Questionnaire (APCQ) measuring hope, efficacy, resilience, and optimism; the Academic Self-Handicapping Questionnaire (ASHQ) assessing behavioral and claimed handicapping; and end-of-term summative assessment scores reflecting academic achievement. Standard multiple regression analysis determined the collective predictive capacity of psychological capital and self-handicapping, while bivariate correlations and independent samples t-tests explored individual relationships and gender differences.
Results: Psychological capital demonstrated a weak positive correlation with academic achievement (r =
.27, p < .001), while self-handicapping showed a moderate negative association (r = -.28, p < .001). Gender analysis revealed no significant differences in psychological capital (t = -1.36, p > .05), though males reported substantially higher self-handicapping behaviors (t = 7.70, p < .001). The regression model was statistically significant, F(2, 369) = 16.19, p < .001, with both predictors collectively explaining 7.6% of achievement variance. Self-handicapping emerged as the stronger predictor (β = -.28, p < .001), while psychological capital's contribution was non-significant (β = .25, p > .05) when considered alongside self-handicapping.
Conclusions: Self-handicapping represents a more potent determinant of achievement than psychological capital among Tswapong secondary students. The modest explained variance suggests additional unmeasured factors substantially influence academic performance in this context. Gender-specific patterns in self-handicapping behaviors necessitate differentiated intervention approaches, particularly for male students who demonstrated elevated handicapping tendencies across behavioral and claimed dimensions.
Keywords
Academic achievement, psychological capital, self-handicapping, predictive modeling, gender differences, Botswana
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References
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