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Research Question
How does geopolitical uncertainty affect student career planning and self-efficacy?
Hypothesis
H1: Students in politically unstable regions will report significantly lower career self-efficacy scores.
Dataset
📊
ICPSR_36421.sav
4.2 MB · 1,824 cases · 42 variables
▼ Variables (6)
career_self_efficacy
Scale·25 items·α = 0.89
political_instability_index
Scale·12 items·α = 0.84
economic_anxiety
Scale·8 items·α = 0.91
age
Continuous·1 item·α = —
gender
Categorical·1 item·α = —
region_stability
Ordinal·1 item·α = —

Descriptive Statistics

Summary statistics for key variables in your dataset.

VariableNMeanSDMinMaxSkewness
career_self_efficacy18243.420.891.005.00-0.31
political_instability18242.871.121.005.000.18
economic_anxiety17903.610.941.005.00-0.45

Correlation Matrix

Pearson correlations between key variables. ** p < .01, * p < .05

CSEPIEA
Career Self-Efficacy1.00-.43**-.51**
Political Instability-.43**1.00.62**
Economic Anxiety-.51**.62**1.00

Effect Size Summary

Cohen's d effect sizes from included studies.

Smith et al. (2023)n=450d=0.54
Johnson (2022)n=320d=0.41
Lee & Park (2024)n=580d=0.67
Chen (2023)n=275d=0.38
Rivera (2019)n=190d=0.12
Overall Effectk=5d=0.45
★ Heterogeneity Statistics
Q = 14.82
df = 4
p = .005
I² = 73.0%
τ² = .042

Substantial heterogeneity detected (I² = 73%). Consider examining moderator variables.

Results Summary
Key Findings
Overall Effectd = 0.45 (medium)
95% CI[0.28, 0.62]
p-valuep < .001
HeterogeneityI² = 73% (high)
Studiesk = 5
Total N1,815
Auto-generated Write-up
A random-effects meta-analysis of five studies (N = 1,815) revealed a statistically significant medium effect of geopolitical uncertainty on career self-efficacy (d = 0.45, 95% CI [0.28, 0.62], p < .001). Substantial heterogeneity was observed (I² = 73%, Q = 14.82, p = .005)...