Cultural Fit Analytics for Sustainable Risk Management in Multicultural IT Teams
Nazarii Y. Mazur, Nataliya I. Chukhray, Andrii I. ChukhraiCultural misalignment in multicultural IT teams drives conflict, strain and avoidable turnover, making it a social sustainability risk for knowledge work. Using survey data from 136 IT professionals in 22 countries, analyzed at the individual level, this exploratory study examines whether Communication-Fit (CF) and Value-Fit (VF) can support sustainable risk management. CF (b = 0.279, p = 0.009) and cultural intelligence (b = 0.504, p = 0.008) were the only significant correlates of team effectiveness (R2 = 0.12), a pattern that held in three of four alternative outcome measures. The indirect effect of cultural intelligence through CF (13.5–16.5%) was not conclusively supported once covariates were entered. A reproducible Cultural Misalignment Risk index, CMR = 0.625(1 − CF) + 0.375(1 − VF), correlated negatively with effectiveness (r = −0.24, p = 0.005), robustly across weighting schemes. Under repeated nested cross-validation excluding outcome items and demographics, classifiers discriminated high- from low-effectiveness respondents only weakly (mean AUC 0.52–0.66), and one composite cut-point (CF × VF > 0.42) emerged repeatedly, though its location varied across resamples. Because the data are individual perceptions collected cross-sectionally, the use of CF, VF and CMR for aggregated team monitoring in sustainable human resource management (SDG 8, SDG 10) is presented as a possibility requiring longitudinal validation, and not as a basis for individual-level prediction or selection.