Regression analysis

  1. Psychological capital was linked to higher academic achievement
  2. Formative assessment was associated with stronger metacognitive skills
    Formative assessment significantly predicts metacognitive skills in secondary students. A structural equation modeling study with 156 Lima students reveals strong positive associations supporting.
  3. Inflated responsibility linked to postnatal anxiety and breastfeeding
    Cross-sectional investigation of intolerance of uncertainty and responsibility beliefs in relation to postnatal anxiety and infant feeding outcomes in postpartum women.
  4. Airfare variation in South Africa is shaped more by distance and airline type
    Analyze airfare volatility across South Africa's domestic airline market. Study reveals low-cost carriers charge less per km than full-service carriers; route distance matters more than booking.
  5. Perceived academic performance varied by different predictors
    Multinomial logistic regression identified distinct predictors of perceived learning and grade achievement in online college courses, enabling differentiated student support strategies.
  6. Machine-learning models identified key drivers of tuberculosis incidence in Taiwan
    Machine learning analysis of environmental and socioeconomic determinants of tuberculosis incidence in Taiwan, identifying key drivers and nonlinear relationships for disease forecasting.
  7. Several bank and macroeconomic factors affect non-interest income
    Panel study of non-interest income determinants in Vietnamese commercial banks (2011-2023) using random-effects FGLS estimation, examining bank-specific and macroeconomic factors.
  8. Polyvariate regression outperformed difference scores in affective polarization analysis
    Critique of difference score methodology in affective polarization research with polyvariate regression as superior alternative for studying partisan affect and policy attitudes.
  9. Leveraging AI for Predictive Consumer Insights in Green Product Marketing: A Case of North Karnataka MSMEs
    Study examines AI-driven predictive analytics for green product marketing among North Karnataka MSMEs, identifying adoption benefits and barriers including cost and skills.
  10. Formative assessment data predicted standardized assessment performance
    Study examines predictive validity of computer-based formative assessment for standardised test outcomes, finding models explain 30-48% of variance with domain-specific patterns.