The IFSI Environmental Alignment Framework: A Quantitative Simulation Study of Commercial Performance During the Period 9 Transition (2024–2043)

This preprint presents the IFSI Environmental Alignment Framework, a simulation-based quantitative research model evaluating the relationship between environmental alignment interventions and commercial performance during the Period 9 transition (2024–2043). A structured Qi Alignment Index (QAI) was operationalized to measure signage color synchronization, spatial orientation calibration, and dimensional conformity. A simulated panel dataset (n = 120 commercial units; 24-week observation) was analyzed using quasi-experimental Difference-in-Differences modeling. Under modeled conditions, alignment interventions were associated with statistically significant improvements in simulated revenue outcomes. This work provides a replicable analytical framework for future applied research in environmental psychology and spatial economics.